summaryrefslogtreecommitdiff
path: root/research/flossing/step9_B_hrm_multi4_perturb_sigma1e-3_26040_10k.json
diff options
context:
space:
mode:
authorYurenHao0426 <blackhao0426@gmail.com>2026-06-13 12:35:36 -0500
committerYurenHao0426 <blackhao0426@gmail.com>2026-06-13 12:35:36 -0500
commit66e0d8b9fd4d0f7a2231d689c055e26fdf1cf04a (patch)
treec29cba61124018755a19b02c9d33e3ad5f2e05cc /research/flossing/step9_B_hrm_multi4_perturb_sigma1e-3_26040_10k.json
rrm workspace: TRM/HRM/SRM code, Maze dataset, dynamical-analysis pipelineHEADmain
Curated export for clone-and-run Maze training (2x A6000) + diagnostics. trm/hrm pretrain.py carry trajectory-augmentation code (backward-compatible). Heavy artifacts (checkpoints/wandb/npz) gitignored; see PROVENANCE.md. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Diffstat (limited to 'research/flossing/step9_B_hrm_multi4_perturb_sigma1e-3_26040_10k.json')
-rw-r--r--research/flossing/step9_B_hrm_multi4_perturb_sigma1e-3_26040_10k.json60099
1 files changed, 60099 insertions, 0 deletions
diff --git a/research/flossing/step9_B_hrm_multi4_perturb_sigma1e-3_26040_10k.json b/research/flossing/step9_B_hrm_multi4_perturb_sigma1e-3_26040_10k.json
new file mode 100644
index 0000000..8fc060c
--- /dev/null
+++ b/research/flossing/step9_B_hrm_multi4_perturb_sigma1e-3_26040_10k.json
@@ -0,0 +1,60099 @@
+{
+ "args": {
+ "model": "hrm",
+ "ckpt_root": "/home/yurenh2/rrm/hrm/checkpoints/Sudoku-extreme-1k-aug-1000 ACT-torch/HierarchicalReasoningModel_ACTV1 righteous-python",
+ "ckpt_name": "step_26040",
+ "mode": "multi_perturbed_ce",
+ "train_steps": 10000,
+ "batch_size": 8,
+ "lr": 1e-05,
+ "noise_std": 0.001,
+ "n_trajectories": 4,
+ "perturb": "both",
+ "seed": 42,
+ "eval_every": 1000,
+ "eval_n": 512,
+ "eval_batch_size": 32,
+ "out": "step9_B_hrm_multi4_perturb_sigma1e-3_26040_10k.json"
+ },
+ "initial_acc": 0.517578125,
+ "initial_tok_acc": 0.8276668595679012,
+ "steps": [
+ {
+ "train_step": 1,
+ "loss": 0.5700975500409878,
+ "clean_loss": 0.574587252197819,
+ "noisy_loss_mean": 0.5686009826553775
+ },
+ {
+ "train_step": 2,
+ "loss": 0.45772280348958827,
+ "clean_loss": 0.4595249647754029,
+ "noisy_loss_mean": 0.45712208306098345
+ },
+ {
+ "train_step": 3,
+ "loss": 0.7161525539028905,
+ "clean_loss": 0.7144299219256256,
+ "noisy_loss_mean": 0.7167267645619789
+ },
+ {
+ "train_step": 4,
+ "loss": 0.5685375567936979,
+ "clean_loss": 0.5784250090530622,
+ "noisy_loss_mean": 0.5652417393739099
+ },
+ {
+ "train_step": 5,
+ "loss": 0.6019760618838278,
+ "clean_loss": 0.5968835434408023,
+ "noisy_loss_mean": 0.603673568031503
+ },
+ {
+ "train_step": 6,
+ "loss": 0.8091219221371548,
+ "clean_loss": 0.8099720616168251,
+ "noisy_loss_mean": 0.808838542310598
+ },
+ {
+ "train_step": 7,
+ "loss": 0.5885681153540544,
+ "clean_loss": 0.5873683009338202,
+ "noisy_loss_mean": 0.5889680534941325
+ },
+ {
+ "train_step": 8,
+ "loss": 0.635858981917199,
+ "clean_loss": 0.6383192667883576,
+ "noisy_loss_mean": 0.6350388869601462
+ },
+ {
+ "train_step": 9,
+ "loss": 0.775825114922773,
+ "clean_loss": 0.7651545934649011,
+ "noisy_loss_mean": 0.7793819554087302
+ },
+ {
+ "train_step": 10,
+ "loss": 0.8404896849102359,
+ "clean_loss": 0.843355044575821,
+ "noisy_loss_mean": 0.8395345650217075
+ },
+ {
+ "train_step": 11,
+ "loss": 0.6307757992928211,
+ "clean_loss": 0.6369914601286716,
+ "noisy_loss_mean": 0.6287039123475376
+ },
+ {
+ "train_step": 12,
+ "loss": 0.5861518821129467,
+ "clean_loss": 0.5839058502518801,
+ "noisy_loss_mean": 0.5869005593999689
+ },
+ {
+ "train_step": 13,
+ "loss": 0.524046656234294,
+ "clean_loss": 0.5303849358834293,
+ "noisy_loss_mean": 0.5219338963512489
+ },
+ {
+ "train_step": 14,
+ "loss": 0.676526584083502,
+ "clean_loss": 0.6749826939501086,
+ "noisy_loss_mean": 0.6770412141279665
+ },
+ {
+ "train_step": 15,
+ "loss": 0.5762307578501226,
+ "clean_loss": 0.5614440921505603,
+ "noisy_loss_mean": 0.5811596464166433
+ },
+ {
+ "train_step": 16,
+ "loss": 0.6968255758021504,
+ "clean_loss": 0.693291259514368,
+ "noisy_loss_mean": 0.6980036812314112
+ },
+ {
+ "train_step": 17,
+ "loss": 0.5571425317159368,
+ "clean_loss": 0.5522760610622863,
+ "noisy_loss_mean": 0.5587646886004869
+ },
+ {
+ "train_step": 18,
+ "loss": 0.7248512322182971,
+ "clean_loss": 0.7281725460560555,
+ "noisy_loss_mean": 0.7237441276057108
+ },
+ {
+ "train_step": 19,
+ "loss": 0.5784510167831511,
+ "clean_loss": 0.5829254764915408,
+ "noisy_loss_mean": 0.576959530213688
+ },
+ {
+ "train_step": 20,
+ "loss": 0.45227685435356235,
+ "clean_loss": 0.4427139908268118,
+ "noisy_loss_mean": 0.45546447552914593
+ },
+ {
+ "train_step": 21,
+ "loss": 0.5969875804449534,
+ "clean_loss": 0.5990457816122685,
+ "noisy_loss_mean": 0.5963015133891816
+ },
+ {
+ "train_step": 22,
+ "loss": 0.6386142506786898,
+ "clean_loss": 0.633292839379791,
+ "noisy_loss_mean": 0.6403880544449893
+ },
+ {
+ "train_step": 23,
+ "loss": 0.5380223016568206,
+ "clean_loss": 0.527174887558791,
+ "noisy_loss_mean": 0.5416381063561638
+ },
+ {
+ "train_step": 24,
+ "loss": 0.5338789774391568,
+ "clean_loss": 0.5410437092490492,
+ "noisy_loss_mean": 0.5314907335025261
+ },
+ {
+ "train_step": 25,
+ "loss": 0.7207068039524263,
+ "clean_loss": 0.7226463361475115,
+ "noisy_loss_mean": 0.7200602932207311
+ },
+ {
+ "train_step": 26,
+ "loss": 0.7506977468423996,
+ "clean_loss": 0.7490673253031507,
+ "noisy_loss_mean": 0.7512412206888159
+ },
+ {
+ "train_step": 27,
+ "loss": 0.7761223091213625,
+ "clean_loss": 0.7603358991570928,
+ "noisy_loss_mean": 0.7813844457761191
+ },
+ {
+ "train_step": 28,
+ "loss": 0.417398008060723,
+ "clean_loss": 0.4171919327178376,
+ "noisy_loss_mean": 0.4174666998416848
+ },
+ {
+ "train_step": 29,
+ "loss": 0.791806079613389,
+ "clean_loss": 0.7886351609319964,
+ "noisy_loss_mean": 0.7928630525071864
+ },
+ {
+ "train_step": 30,
+ "loss": 0.7680321144299079,
+ "clean_loss": 0.7641166573033474,
+ "noisy_loss_mean": 0.7693372668054281
+ },
+ {
+ "train_step": 31,
+ "loss": 0.6212220490903887,
+ "clean_loss": 0.6252046444969074,
+ "noisy_loss_mean": 0.6198945172882158
+ },
+ {
+ "train_step": 32,
+ "loss": 0.6553177033814177,
+ "clean_loss": 0.6486268191615103,
+ "noisy_loss_mean": 0.6575479981213869
+ },
+ {
+ "train_step": 33,
+ "loss": 0.6502956838781464,
+ "clean_loss": 0.659909866471028,
+ "noisy_loss_mean": 0.6470909563471859
+ },
+ {
+ "train_step": 34,
+ "loss": 0.5589085245605694,
+ "clean_loss": 0.5634410497673614,
+ "noisy_loss_mean": 0.5573976828249722
+ },
+ {
+ "train_step": 35,
+ "loss": 0.7386371702369672,
+ "clean_loss": 0.7425681796422237,
+ "noisy_loss_mean": 0.7373268337685484
+ },
+ {
+ "train_step": 36,
+ "loss": 0.41956063059101023,
+ "clean_loss": 0.41767382970293043,
+ "noisy_loss_mean": 0.4201895642203701
+ },
+ {
+ "train_step": 37,
+ "loss": 0.5971408566883853,
+ "clean_loss": 0.6010213594815046,
+ "noisy_loss_mean": 0.5958473557573455
+ },
+ {
+ "train_step": 38,
+ "loss": 0.7809532956189139,
+ "clean_loss": 0.7835395815850198,
+ "noisy_loss_mean": 0.7800912002968786
+ },
+ {
+ "train_step": 39,
+ "loss": 0.523713909157396,
+ "clean_loss": 0.5216999889490598,
+ "noisy_loss_mean": 0.5243852158935081
+ },
+ {
+ "train_step": 40,
+ "loss": 0.7518397049994014,
+ "clean_loss": 0.7519887886529526,
+ "noisy_loss_mean": 0.7517900104482177
+ },
+ {
+ "train_step": 41,
+ "loss": 0.6982159524071213,
+ "clean_loss": 0.6928802905948461,
+ "noisy_loss_mean": 0.6999945063445462
+ },
+ {
+ "train_step": 42,
+ "loss": 0.4855882773972732,
+ "clean_loss": 0.4711333453631609,
+ "noisy_loss_mean": 0.4904065880753106
+ },
+ {
+ "train_step": 43,
+ "loss": 0.73494894920455,
+ "clean_loss": 0.7469785766803254,
+ "noisy_loss_mean": 0.7309390733792916
+ },
+ {
+ "train_step": 44,
+ "loss": 0.7299998906766462,
+ "clean_loss": 0.7293506987931647,
+ "noisy_loss_mean": 0.7302162879711401
+ },
+ {
+ "train_step": 45,
+ "loss": 0.8866089466936833,
+ "clean_loss": 0.8859634687028146,
+ "noisy_loss_mean": 0.8868241060239729
+ },
+ {
+ "train_step": 46,
+ "loss": 0.6519579533423767,
+ "clean_loss": 0.6487819434283825,
+ "noisy_loss_mean": 0.6530166233137081
+ },
+ {
+ "train_step": 47,
+ "loss": 0.6421406440663457,
+ "clean_loss": 0.6406271593852895,
+ "noisy_loss_mean": 0.6426451389600311
+ },
+ {
+ "train_step": 48,
+ "loss": 0.6358156286653014,
+ "clean_loss": 0.6266320034737778,
+ "noisy_loss_mean": 0.638876837062476
+ },
+ {
+ "train_step": 49,
+ "loss": 0.6380395807239391,
+ "clean_loss": 0.6363009139172484,
+ "noisy_loss_mean": 0.6386191363261694
+ },
+ {
+ "train_step": 50,
+ "loss": 0.5865422946554985,
+ "clean_loss": 0.5791471453446216,
+ "noisy_loss_mean": 0.5890073444257907
+ },
+ {
+ "train_step": 51,
+ "loss": 0.5682181444219788,
+ "clean_loss": 0.5437264858740938,
+ "noisy_loss_mean": 0.5763820306046071
+ },
+ {
+ "train_step": 52,
+ "loss": 0.8019880360908183,
+ "clean_loss": 0.8122147780550808,
+ "noisy_loss_mean": 0.7985791221027307
+ },
+ {
+ "train_step": 53,
+ "loss": 0.5383343848069957,
+ "clean_loss": 0.5398982511627123,
+ "noisy_loss_mean": 0.5378130960217568
+ },
+ {
+ "train_step": 54,
+ "loss": 0.636376616888269,
+ "clean_loss": 0.6345744803640525,
+ "noisy_loss_mean": 0.6369773290630079
+ },
+ {
+ "train_step": 55,
+ "loss": 0.6122270250591313,
+ "clean_loss": 0.6166541457537995,
+ "noisy_loss_mean": 0.6107513181609087
+ },
+ {
+ "train_step": 56,
+ "loss": 0.5992900843879799,
+ "clean_loss": 0.5939178918492584,
+ "noisy_loss_mean": 0.6010808152342203
+ },
+ {
+ "train_step": 57,
+ "loss": 0.5762717703384201,
+ "clean_loss": 0.5899756343064241,
+ "noisy_loss_mean": 0.5717038156824189
+ },
+ {
+ "train_step": 58,
+ "loss": 0.7040115269428677,
+ "clean_loss": 0.7020963569274842,
+ "noisy_loss_mean": 0.7046499169479956
+ },
+ {
+ "train_step": 59,
+ "loss": 0.6257665500183678,
+ "clean_loss": 0.6271060034175429,
+ "noisy_loss_mean": 0.6253200655519761
+ },
+ {
+ "train_step": 60,
+ "loss": 0.4313209524858362,
+ "clean_loss": 0.43270923665557465,
+ "noisy_loss_mean": 0.4308581910959233
+ },
+ {
+ "train_step": 61,
+ "loss": 0.7260870937618447,
+ "clean_loss": 0.738526719351761,
+ "noisy_loss_mean": 0.7219405518985393
+ },
+ {
+ "train_step": 62,
+ "loss": 0.5576289780164976,
+ "clean_loss": 0.5466104031922971,
+ "noisy_loss_mean": 0.5613018362912311
+ },
+ {
+ "train_step": 63,
+ "loss": 0.44603329065334574,
+ "clean_loss": 0.4534931195055956,
+ "noisy_loss_mean": 0.44354668103592915
+ },
+ {
+ "train_step": 64,
+ "loss": 0.7599833904522239,
+ "clean_loss": 0.7543588620574214,
+ "noisy_loss_mean": 0.7618582332504914
+ },
+ {
+ "train_step": 65,
+ "loss": 0.6326860877704344,
+ "clean_loss": 0.6353610743118753,
+ "noisy_loss_mean": 0.6317944255899541
+ },
+ {
+ "train_step": 66,
+ "loss": 0.8192900331867843,
+ "clean_loss": 0.819388284433903,
+ "noisy_loss_mean": 0.819257282771078
+ },
+ {
+ "train_step": 67,
+ "loss": 0.6237828905278618,
+ "clean_loss": 0.6263112071093561,
+ "noisy_loss_mean": 0.6229401183340304
+ },
+ {
+ "train_step": 68,
+ "loss": 0.5419251480721614,
+ "clean_loss": 0.5312339679184929,
+ "noisy_loss_mean": 0.5454888747900508
+ },
+ {
+ "train_step": 69,
+ "loss": 0.7089986633563737,
+ "clean_loss": 0.7072291088229803,
+ "noisy_loss_mean": 0.7095885148675048
+ },
+ {
+ "train_step": 70,
+ "loss": 0.7667447142388158,
+ "clean_loss": 0.7727445150577907,
+ "noisy_loss_mean": 0.764744780632491
+ },
+ {
+ "train_step": 71,
+ "loss": 0.6458597928476033,
+ "clean_loss": 0.6448143089943935,
+ "noisy_loss_mean": 0.64620828746534
+ },
+ {
+ "train_step": 72,
+ "loss": 0.7008469829981185,
+ "clean_loss": 0.7011476903766486,
+ "noisy_loss_mean": 0.7007467472052751
+ },
+ {
+ "train_step": 73,
+ "loss": 0.5747824412405955,
+ "clean_loss": 0.5761827706869702,
+ "noisy_loss_mean": 0.5743156647584707
+ },
+ {
+ "train_step": 74,
+ "loss": 0.5355639578189819,
+ "clean_loss": 0.539080453230331,
+ "noisy_loss_mean": 0.5343917926818655
+ },
+ {
+ "train_step": 75,
+ "loss": 0.6908368893221261,
+ "clean_loss": 0.6849363558713829,
+ "noisy_loss_mean": 0.692803733805707
+ },
+ {
+ "train_step": 76,
+ "loss": 0.6360637312042852,
+ "clean_loss": 0.6529162268142659,
+ "noisy_loss_mean": 0.630446232667625
+ },
+ {
+ "train_step": 77,
+ "loss": 0.6071285236818647,
+ "clean_loss": 0.6025083306713377,
+ "noisy_loss_mean": 0.6086685880187072
+ },
+ {
+ "train_step": 78,
+ "loss": 0.6609399304929195,
+ "clean_loss": 0.660839653248509,
+ "noisy_loss_mean": 0.6609733562410565
+ },
+ {
+ "train_step": 79,
+ "loss": 0.8855513310800225,
+ "clean_loss": 0.8592029185747629,
+ "noisy_loss_mean": 0.8943341352484424
+ },
+ {
+ "train_step": 80,
+ "loss": 0.7425410938453447,
+ "clean_loss": 0.7428458768027327,
+ "noisy_loss_mean": 0.7424394995262152
+ },
+ {
+ "train_step": 81,
+ "loss": 0.7424686685404489,
+ "clean_loss": 0.7499037165148951,
+ "noisy_loss_mean": 0.7399903192156335
+ },
+ {
+ "train_step": 82,
+ "loss": 0.4404869682669664,
+ "clean_loss": 0.43831359695908634,
+ "noisy_loss_mean": 0.4412114253695932
+ },
+ {
+ "train_step": 83,
+ "loss": 0.5885284316480189,
+ "clean_loss": 0.5684232177891755,
+ "noisy_loss_mean": 0.5952301696009666
+ },
+ {
+ "train_step": 84,
+ "loss": 0.6564344576735583,
+ "clean_loss": 0.6364194275698638,
+ "noisy_loss_mean": 0.6631061343747898
+ },
+ {
+ "train_step": 85,
+ "loss": 0.7526744150400462,
+ "clean_loss": 0.7594330937647602,
+ "noisy_loss_mean": 0.7504215221318081
+ },
+ {
+ "train_step": 86,
+ "loss": 0.7518406237885578,
+ "clean_loss": 0.738948829841899,
+ "noisy_loss_mean": 0.756137888437444
+ },
+ {
+ "train_step": 87,
+ "loss": 0.7166060063191884,
+ "clean_loss": 0.7094600985435937,
+ "noisy_loss_mean": 0.7189879755777199
+ },
+ {
+ "train_step": 88,
+ "loss": 0.6666253592481891,
+ "clean_loss": 0.6730487393430454,
+ "noisy_loss_mean": 0.6644842325499037
+ },
+ {
+ "train_step": 89,
+ "loss": 0.8495251641097128,
+ "clean_loss": 0.856246238384409,
+ "noisy_loss_mean": 0.8472848060181474
+ },
+ {
+ "train_step": 90,
+ "loss": 0.7654666070056629,
+ "clean_loss": 0.7569611291912124,
+ "noisy_loss_mean": 0.7683017662771464
+ },
+ {
+ "train_step": 91,
+ "loss": 0.46149749053095335,
+ "clean_loss": 0.4570621460692939,
+ "noisy_loss_mean": 0.4629759386848398
+ },
+ {
+ "train_step": 92,
+ "loss": 0.6108280160225926,
+ "clean_loss": 0.6003553716293263,
+ "noisy_loss_mean": 0.6143188974870147
+ },
+ {
+ "train_step": 93,
+ "loss": 0.7041944903499446,
+ "clean_loss": 0.7047106268313137,
+ "noisy_loss_mean": 0.7040224448561548
+ },
+ {
+ "train_step": 94,
+ "loss": 0.49358240091066313,
+ "clean_loss": 0.4865676113463587,
+ "noisy_loss_mean": 0.4959206640987646
+ },
+ {
+ "train_step": 95,
+ "loss": 0.7147922234997724,
+ "clean_loss": 0.7150814349042258,
+ "noisy_loss_mean": 0.7146958196982881
+ },
+ {
+ "train_step": 96,
+ "loss": 0.6278639071860397,
+ "clean_loss": 0.6183437295342775,
+ "noisy_loss_mean": 0.6310372997366271
+ },
+ {
+ "train_step": 97,
+ "loss": 0.6592722961451385,
+ "clean_loss": 0.6732992125908327,
+ "noisy_loss_mean": 0.6545966573299072
+ },
+ {
+ "train_step": 98,
+ "loss": 0.43760584257121504,
+ "clean_loss": 0.44357975783173614,
+ "noisy_loss_mean": 0.43561453748437456
+ },
+ {
+ "train_step": 99,
+ "loss": 0.7537297685118101,
+ "clean_loss": 0.7566494092261351,
+ "noisy_loss_mean": 0.7527565549403684
+ },
+ {
+ "train_step": 100,
+ "loss": 0.6367604301616747,
+ "clean_loss": 0.6399609614724211,
+ "noisy_loss_mean": 0.6356935863914259
+ },
+ {
+ "train_step": 101,
+ "loss": 0.6197442658743528,
+ "clean_loss": 0.614566272130187,
+ "noisy_loss_mean": 0.6214702637890749
+ },
+ {
+ "train_step": 102,
+ "loss": 0.519288038268376,
+ "clean_loss": 0.5252332607822577,
+ "noisy_loss_mean": 0.5173062974304155
+ },
+ {
+ "train_step": 103,
+ "loss": 0.6722625336136094,
+ "clean_loss": 0.6724055617957096,
+ "noisy_loss_mean": 0.6722148575529093
+ },
+ {
+ "train_step": 104,
+ "loss": 0.6461930342830923,
+ "clean_loss": 0.6637272189951655,
+ "noisy_loss_mean": 0.6403483060457346
+ },
+ {
+ "train_step": 105,
+ "loss": 0.7321602483039514,
+ "clean_loss": 0.7272074264240845,
+ "noisy_loss_mean": 0.7338111889305737
+ },
+ {
+ "train_step": 106,
+ "loss": 0.6331141917086115,
+ "clean_loss": 0.6173589394132997,
+ "noisy_loss_mean": 0.6383659424737155
+ },
+ {
+ "train_step": 107,
+ "loss": 0.6513917878806572,
+ "clean_loss": 0.6524320680294222,
+ "noisy_loss_mean": 0.6510450278310689
+ },
+ {
+ "train_step": 108,
+ "loss": 0.6567946803080312,
+ "clean_loss": 0.6597088689868658,
+ "noisy_loss_mean": 0.6558232840817529
+ },
+ {
+ "train_step": 109,
+ "loss": 0.6374834939240434,
+ "clean_loss": 0.6141200974292929,
+ "noisy_loss_mean": 0.6452712927556269
+ },
+ {
+ "train_step": 110,
+ "loss": 0.7967906031007244,
+ "clean_loss": 0.8094396369864755,
+ "noisy_loss_mean": 0.7925742584721407
+ },
+ {
+ "train_step": 111,
+ "loss": 0.5575917597768529,
+ "clean_loss": 0.5636197473288902,
+ "noisy_loss_mean": 0.5555824305928404
+ },
+ {
+ "train_step": 112,
+ "loss": 0.7903949623484214,
+ "clean_loss": 0.7924078302359172,
+ "noisy_loss_mean": 0.7897240063859229
+ },
+ {
+ "train_step": 113,
+ "loss": 0.657158292986186,
+ "clean_loss": 0.6488311684448985,
+ "noisy_loss_mean": 0.6599340011666152
+ },
+ {
+ "train_step": 114,
+ "loss": 0.6816088314963964,
+ "clean_loss": 0.6751405140674297,
+ "noisy_loss_mean": 0.683764937306052
+ },
+ {
+ "train_step": 115,
+ "loss": 0.5224462183145553,
+ "clean_loss": 0.5225778724995849,
+ "noisy_loss_mean": 0.5224023335862121
+ },
+ {
+ "train_step": 116,
+ "loss": 0.5267879519431677,
+ "clean_loss": 0.5265292679659629,
+ "noisy_loss_mean": 0.5268741799355693
+ },
+ {
+ "train_step": 117,
+ "loss": 0.670017648520038,
+ "clean_loss": 0.663614781403844,
+ "noisy_loss_mean": 0.6721519375587692
+ },
+ {
+ "train_step": 118,
+ "loss": 0.7416478806592481,
+ "clean_loss": 0.729519404685966,
+ "noisy_loss_mean": 0.7456907059836754
+ },
+ {
+ "train_step": 119,
+ "loss": 0.5189371693580608,
+ "clean_loss": 0.5241532305854933,
+ "noisy_loss_mean": 0.51719848228225
+ },
+ {
+ "train_step": 120,
+ "loss": 0.6341443639102489,
+ "clean_loss": 0.6451659392047584,
+ "noisy_loss_mean": 0.6304705054787457
+ },
+ {
+ "train_step": 121,
+ "loss": 0.5345746029210401,
+ "clean_loss": 0.5199434164275022,
+ "noisy_loss_mean": 0.5394516650855528
+ },
+ {
+ "train_step": 122,
+ "loss": 0.7279236629920617,
+ "clean_loss": 0.7312996432932073,
+ "noisy_loss_mean": 0.7267983362250131
+ },
+ {
+ "train_step": 123,
+ "loss": 0.7245792124127268,
+ "clean_loss": 0.7213570177948192,
+ "noisy_loss_mean": 0.7256532772853627
+ },
+ {
+ "train_step": 124,
+ "loss": 0.7551492037742534,
+ "clean_loss": 0.768867256266592,
+ "noisy_loss_mean": 0.7505765196101407
+ },
+ {
+ "train_step": 125,
+ "loss": 0.9086620362686899,
+ "clean_loss": 0.9048858934583252,
+ "noisy_loss_mean": 0.9099207505388116
+ },
+ {
+ "train_step": 126,
+ "loss": 0.5978496890812338,
+ "clean_loss": 0.5947429133382598,
+ "noisy_loss_mean": 0.5988852809955584
+ },
+ {
+ "train_step": 127,
+ "loss": 0.4956849585582604,
+ "clean_loss": 0.49554698988054485,
+ "noisy_loss_mean": 0.4957309481174989
+ },
+ {
+ "train_step": 128,
+ "loss": 0.5375089370875,
+ "clean_loss": 0.5363548581652755,
+ "noisy_loss_mean": 0.5378936300615749
+ },
+ {
+ "train_step": 129,
+ "loss": 0.44226170442915475,
+ "clean_loss": 0.4384225707512024,
+ "noisy_loss_mean": 0.4435414156551389
+ },
+ {
+ "train_step": 130,
+ "loss": 0.42325084687228975,
+ "clean_loss": 0.42637324540364047,
+ "noisy_loss_mean": 0.42221004736183954
+ },
+ {
+ "train_step": 131,
+ "loss": 0.6417945321649242,
+ "clean_loss": 0.6482922729496947,
+ "noisy_loss_mean": 0.6396286185700008
+ },
+ {
+ "train_step": 132,
+ "loss": 0.4595318515761616,
+ "clean_loss": 0.4587728787061386,
+ "noisy_loss_mean": 0.4597848425328359
+ },
+ {
+ "train_step": 133,
+ "loss": 0.5798182892807257,
+ "clean_loss": 0.583898263651386,
+ "noisy_loss_mean": 0.5784582978238388
+ },
+ {
+ "train_step": 134,
+ "loss": 0.6449442919459031,
+ "clean_loss": 0.6452255909563394,
+ "noisy_loss_mean": 0.6448505256090911
+ },
+ {
+ "train_step": 135,
+ "loss": 0.5673142651122212,
+ "clean_loss": 0.5668563611466763,
+ "noisy_loss_mean": 0.5674668997674029
+ },
+ {
+ "train_step": 136,
+ "loss": 0.6778974679739622,
+ "clean_loss": 0.6853572075303515,
+ "noisy_loss_mean": 0.6754108881218324
+ },
+ {
+ "train_step": 137,
+ "loss": 0.7086988899267672,
+ "clean_loss": 0.6819447237415881,
+ "noisy_loss_mean": 0.717616945321827
+ },
+ {
+ "train_step": 138,
+ "loss": 0.76359077144793,
+ "clean_loss": 0.7746555969007931,
+ "noisy_loss_mean": 0.7599024962969755
+ },
+ {
+ "train_step": 139,
+ "loss": 0.6083603544308442,
+ "clean_loss": 0.626051075062853,
+ "noisy_loss_mean": 0.602463447553508
+ },
+ {
+ "train_step": 140,
+ "loss": 0.8030840569693035,
+ "clean_loss": 0.7868619653816226,
+ "noisy_loss_mean": 0.808491420831864
+ },
+ {
+ "train_step": 141,
+ "loss": 0.8072951426161901,
+ "clean_loss": 0.8230495453499993,
+ "noisy_loss_mean": 0.8020436750382536
+ },
+ {
+ "train_step": 142,
+ "loss": 0.8314149735351997,
+ "clean_loss": 0.8352661210442827,
+ "noisy_loss_mean": 0.8301312576988388
+ },
+ {
+ "train_step": 143,
+ "loss": 0.4261438709553538,
+ "clean_loss": 0.4170697831451997,
+ "noisy_loss_mean": 0.4291685668920718
+ },
+ {
+ "train_step": 144,
+ "loss": 0.5214527465037724,
+ "clean_loss": 0.5233373502758216,
+ "noisy_loss_mean": 0.5208245452464227
+ },
+ {
+ "train_step": 145,
+ "loss": 0.8545195046581715,
+ "clean_loss": 0.8617306267854197,
+ "noisy_loss_mean": 0.8521157972824221
+ },
+ {
+ "train_step": 146,
+ "loss": 0.7483114154917547,
+ "clean_loss": 0.7489253674175294,
+ "noisy_loss_mean": 0.74810676484983
+ },
+ {
+ "train_step": 147,
+ "loss": 0.5276021961493589,
+ "clean_loss": 0.5189286073555863,
+ "noisy_loss_mean": 0.5304933924139498
+ },
+ {
+ "train_step": 148,
+ "loss": 0.5601429505650303,
+ "clean_loss": 0.5655680381592588,
+ "noisy_loss_mean": 0.5583345880336208
+ },
+ {
+ "train_step": 149,
+ "loss": 0.7271064873570205,
+ "clean_loss": 0.734261348721569,
+ "noisy_loss_mean": 0.7247215335688377
+ },
+ {
+ "train_step": 150,
+ "loss": 0.47823266185360624,
+ "clean_loss": 0.4813538272101639,
+ "noisy_loss_mean": 0.4771922734014204
+ },
+ {
+ "train_step": 151,
+ "loss": 0.5105353747742865,
+ "clean_loss": 0.5133607012929239,
+ "noisy_loss_mean": 0.5095935992680739
+ },
+ {
+ "train_step": 152,
+ "loss": 0.5531626937178288,
+ "clean_loss": 0.5606612274673805,
+ "noisy_loss_mean": 0.5506631824679782
+ },
+ {
+ "train_step": 153,
+ "loss": 0.5694774581305924,
+ "clean_loss": 0.5611213275041077,
+ "noisy_loss_mean": 0.5722628350060872
+ },
+ {
+ "train_step": 154,
+ "loss": 0.6294915877350131,
+ "clean_loss": 0.6268086641347101,
+ "noisy_loss_mean": 0.6303858956017807
+ },
+ {
+ "train_step": 155,
+ "loss": 0.6441752941698036,
+ "clean_loss": 0.6361851096865245,
+ "noisy_loss_mean": 0.6468386889975634
+ },
+ {
+ "train_step": 156,
+ "loss": 0.5509468931299639,
+ "clean_loss": 0.5556026443464223,
+ "noisy_loss_mean": 0.5493949760578113
+ },
+ {
+ "train_step": 157,
+ "loss": 0.7155514248777155,
+ "clean_loss": 0.7099661162135955,
+ "noisy_loss_mean": 0.7174131944324222
+ },
+ {
+ "train_step": 158,
+ "loss": 0.7318797806798198,
+ "clean_loss": 0.7323760503234455,
+ "noisy_loss_mean": 0.731714357465278
+ },
+ {
+ "train_step": 159,
+ "loss": 0.7909498572029059,
+ "clean_loss": 0.7956688979290995,
+ "noisy_loss_mean": 0.789376843627508
+ },
+ {
+ "train_step": 160,
+ "loss": 0.6502434799487862,
+ "clean_loss": 0.6508600160528032,
+ "noisy_loss_mean": 0.6500379679141138
+ },
+ {
+ "train_step": 161,
+ "loss": 0.8110137062366949,
+ "clean_loss": 0.7993251897342804,
+ "noisy_loss_mean": 0.8149098784041664
+ },
+ {
+ "train_step": 162,
+ "loss": 0.39167512076335154,
+ "clean_loss": 0.38827601917961435,
+ "noisy_loss_mean": 0.3928081546245972
+ },
+ {
+ "train_step": 163,
+ "loss": 0.47305592205799213,
+ "clean_loss": 0.466244379340825,
+ "noisy_loss_mean": 0.4753264362970478
+ },
+ {
+ "train_step": 164,
+ "loss": 0.6544224663658934,
+ "clean_loss": 0.648174677344979,
+ "noisy_loss_mean": 0.6565050627061981
+ },
+ {
+ "train_step": 165,
+ "loss": 0.4755974363571539,
+ "clean_loss": 0.47768487314138747,
+ "noisy_loss_mean": 0.4749016240957427
+ },
+ {
+ "train_step": 166,
+ "loss": 0.500145535841598,
+ "clean_loss": 0.501162233101014,
+ "noisy_loss_mean": 0.4998066367551261
+ },
+ {
+ "train_step": 167,
+ "loss": 0.6685393188092289,
+ "clean_loss": 0.6633272663832828,
+ "noisy_loss_mean": 0.6702766696178776
+ },
+ {
+ "train_step": 168,
+ "loss": 0.8144599978526388,
+ "clean_loss": 0.8123563891613215,
+ "noisy_loss_mean": 0.8151612007497446
+ },
+ {
+ "train_step": 169,
+ "loss": 0.680525588558495,
+ "clean_loss": 0.662939933251459,
+ "noisy_loss_mean": 0.6863874736608403
+ },
+ {
+ "train_step": 170,
+ "loss": 0.6390539531256306,
+ "clean_loss": 0.6411065289794884,
+ "noisy_loss_mean": 0.6383697611743447
+ },
+ {
+ "train_step": 171,
+ "loss": 0.5816286380747668,
+ "clean_loss": 0.5730461012839204,
+ "noisy_loss_mean": 0.5844894836717156
+ },
+ {
+ "train_step": 172,
+ "loss": 0.6444703554675462,
+ "clean_loss": 0.6378508785836873,
+ "noisy_loss_mean": 0.6466768477621659
+ },
+ {
+ "train_step": 173,
+ "loss": 0.5796297380042931,
+ "clean_loss": 0.578127039813661,
+ "noisy_loss_mean": 0.5801306374011704
+ },
+ {
+ "train_step": 174,
+ "loss": 0.4787610906235963,
+ "clean_loss": 0.4836731765389559,
+ "noisy_loss_mean": 0.47712372865180974
+ },
+ {
+ "train_step": 175,
+ "loss": 0.7633314439289955,
+ "clean_loss": 0.7714262428264468,
+ "noisy_loss_mean": 0.7606331776298451
+ },
+ {
+ "train_step": 176,
+ "loss": 0.5764279531242341,
+ "clean_loss": 0.5628766502178644,
+ "noisy_loss_mean": 0.5809450540930241
+ },
+ {
+ "train_step": 177,
+ "loss": 0.6462610741095451,
+ "clean_loss": 0.6417857074547212,
+ "noisy_loss_mean": 0.6477528629944865
+ },
+ {
+ "train_step": 178,
+ "loss": 0.561835362913995,
+ "clean_loss": 0.5612592384868407,
+ "noisy_loss_mean": 0.5620274043897132
+ },
+ {
+ "train_step": 179,
+ "loss": 0.5546269262173827,
+ "clean_loss": 0.5571124485819059,
+ "noisy_loss_mean": 0.5537984187625417
+ },
+ {
+ "train_step": 180,
+ "loss": 0.5951331294205704,
+ "clean_loss": 0.5856101270510052,
+ "noisy_loss_mean": 0.5983074635437589
+ },
+ {
+ "train_step": 181,
+ "loss": 0.6174979867918859,
+ "clean_loss": 0.6202443161591855,
+ "noisy_loss_mean": 0.6165825436694526
+ },
+ {
+ "train_step": 182,
+ "loss": 0.4733139370531294,
+ "clean_loss": 0.48432640436204366,
+ "noisy_loss_mean": 0.4696431146168247
+ },
+ {
+ "train_step": 183,
+ "loss": 0.6248402960387005,
+ "clean_loss": 0.6103941731943895,
+ "noisy_loss_mean": 0.6296556703201376
+ },
+ {
+ "train_step": 184,
+ "loss": 0.6610144012801884,
+ "clean_loss": 0.6781808612832307,
+ "noisy_loss_mean": 0.655292247945841
+ },
+ {
+ "train_step": 185,
+ "loss": 0.4457558851895329,
+ "clean_loss": 0.45790015784117755,
+ "noisy_loss_mean": 0.4417077943056513
+ },
+ {
+ "train_step": 186,
+ "loss": 0.4558794480313857,
+ "clean_loss": 0.4495520193563538,
+ "noisy_loss_mean": 0.457988590923063
+ },
+ {
+ "train_step": 187,
+ "loss": 0.5429904296379744,
+ "clean_loss": 0.5445862175659273,
+ "noisy_loss_mean": 0.5424585003286566
+ },
+ {
+ "train_step": 188,
+ "loss": 0.7159663013710602,
+ "clean_loss": 0.7234275631917058,
+ "noisy_loss_mean": 0.7134792140975117
+ },
+ {
+ "train_step": 189,
+ "loss": 0.7329757434387474,
+ "clean_loss": 0.740996297993418,
+ "noisy_loss_mean": 0.7303022252538572
+ },
+ {
+ "train_step": 190,
+ "loss": 0.8286922830750738,
+ "clean_loss": 0.8061440573980571,
+ "noisy_loss_mean": 0.836208358300746
+ },
+ {
+ "train_step": 191,
+ "loss": 0.6686208624522555,
+ "clean_loss": 0.6605178591354172,
+ "noisy_loss_mean": 0.6713218635578683
+ },
+ {
+ "train_step": 192,
+ "loss": 0.7138265607995172,
+ "clean_loss": 0.7114718098262927,
+ "noisy_loss_mean": 0.7146114777905921
+ },
+ {
+ "train_step": 193,
+ "loss": 0.6361661172696431,
+ "clean_loss": 0.6483684369434304,
+ "noisy_loss_mean": 0.6320986773783807
+ },
+ {
+ "train_step": 194,
+ "loss": 0.3741861929403907,
+ "clean_loss": 0.36911740764450857,
+ "noisy_loss_mean": 0.375875788039018
+ },
+ {
+ "train_step": 195,
+ "loss": 0.8803745563656932,
+ "clean_loss": 0.8769267510185094,
+ "noisy_loss_mean": 0.8815238248147544
+ },
+ {
+ "train_step": 196,
+ "loss": 0.49322697026385864,
+ "clean_loss": 0.4816495837157662,
+ "noisy_loss_mean": 0.4970860991132227
+ },
+ {
+ "train_step": 197,
+ "loss": 0.7257449010003557,
+ "clean_loss": 0.7233807522308177,
+ "noisy_loss_mean": 0.7265329505902017
+ },
+ {
+ "train_step": 198,
+ "loss": 0.5184335307048489,
+ "clean_loss": 0.5149419891347677,
+ "noisy_loss_mean": 0.5195973778948758
+ },
+ {
+ "train_step": 199,
+ "loss": 0.6419518161380635,
+ "clean_loss": 0.6334560421025708,
+ "noisy_loss_mean": 0.6447837408165612
+ },
+ {
+ "train_step": 200,
+ "loss": 0.5774343787411058,
+ "clean_loss": 0.5825803248434152,
+ "noisy_loss_mean": 0.5757190633736694
+ },
+ {
+ "train_step": 201,
+ "loss": 0.7695475946433576,
+ "clean_loss": 0.7747513393983899,
+ "noisy_loss_mean": 0.767813013058347
+ },
+ {
+ "train_step": 202,
+ "loss": 0.6440458127915578,
+ "clean_loss": 0.6539530873092533,
+ "noisy_loss_mean": 0.6407433879523259
+ },
+ {
+ "train_step": 203,
+ "loss": 0.615559294423512,
+ "clean_loss": 0.6110398404647895,
+ "noisy_loss_mean": 0.6170657790764195
+ },
+ {
+ "train_step": 204,
+ "loss": 0.5668703743801804,
+ "clean_loss": 0.5778251883676957,
+ "noisy_loss_mean": 0.5632187697176753
+ },
+ {
+ "train_step": 205,
+ "loss": 0.7459018713598555,
+ "clean_loss": 0.7359160220861752,
+ "noisy_loss_mean": 0.7492304877844155
+ },
+ {
+ "train_step": 206,
+ "loss": 0.6221768268524381,
+ "clean_loss": 0.623681601072583,
+ "noisy_loss_mean": 0.6216752354457232
+ },
+ {
+ "train_step": 207,
+ "loss": 0.5782314962421196,
+ "clean_loss": 0.5922487864204886,
+ "noisy_loss_mean": 0.5735590661826632
+ },
+ {
+ "train_step": 208,
+ "loss": 0.8322289038665114,
+ "clean_loss": 0.8221117936472265,
+ "noisy_loss_mean": 0.8356012739396063
+ },
+ {
+ "train_step": 209,
+ "loss": 0.5917604408315509,
+ "clean_loss": 0.5748735359990095,
+ "noisy_loss_mean": 0.5973894091090648
+ },
+ {
+ "train_step": 210,
+ "loss": 0.6625270659145712,
+ "clean_loss": 0.6657529975150352,
+ "noisy_loss_mean": 0.6614517553810831
+ },
+ {
+ "train_step": 211,
+ "loss": 0.690744207386809,
+ "clean_loss": 0.6956759396742093,
+ "noisy_loss_mean": 0.6891002966243422
+ },
+ {
+ "train_step": 212,
+ "loss": 0.5268768043959945,
+ "clean_loss": 0.5285792209551845,
+ "noisy_loss_mean": 0.5263093322095979
+ },
+ {
+ "train_step": 213,
+ "loss": 0.7284250202077772,
+ "clean_loss": 0.7172242101525736,
+ "noisy_loss_mean": 0.7321586235595117
+ },
+ {
+ "train_step": 214,
+ "loss": 0.6102857594757197,
+ "clean_loss": 0.6178124897041549,
+ "noisy_loss_mean": 0.6077768493995747
+ },
+ {
+ "train_step": 215,
+ "loss": 0.7962105554695609,
+ "clean_loss": 0.800706959041605,
+ "noisy_loss_mean": 0.7947117542788794
+ },
+ {
+ "train_step": 216,
+ "loss": 0.557517906267068,
+ "clean_loss": 0.5691052687933706,
+ "noisy_loss_mean": 0.5536554520916338
+ },
+ {
+ "train_step": 217,
+ "loss": 0.5207558721705832,
+ "clean_loss": 0.5159243179256046,
+ "noisy_loss_mean": 0.5223663902522427
+ },
+ {
+ "train_step": 218,
+ "loss": 0.5926949284468487,
+ "clean_loss": 0.5896629720236585,
+ "noisy_loss_mean": 0.593705580587912
+ },
+ {
+ "train_step": 219,
+ "loss": 0.3586484302699829,
+ "clean_loss": 0.35574059406097125,
+ "noisy_loss_mean": 0.3596177090063201
+ },
+ {
+ "train_step": 220,
+ "loss": 0.6243867363960174,
+ "clean_loss": 0.6318899790308983,
+ "noisy_loss_mean": 0.6218856555177238
+ },
+ {
+ "train_step": 221,
+ "loss": 0.5581053320724871,
+ "clean_loss": 0.5489765053723347,
+ "noisy_loss_mean": 0.5611482743058712
+ },
+ {
+ "train_step": 222,
+ "loss": 0.6186306088149977,
+ "clean_loss": 0.6305043895998264,
+ "noisy_loss_mean": 0.6146726818867215
+ },
+ {
+ "train_step": 223,
+ "loss": 0.6993652295890812,
+ "clean_loss": 0.6879153515061265,
+ "noisy_loss_mean": 0.7031818556167329
+ },
+ {
+ "train_step": 224,
+ "loss": 0.6188019090961121,
+ "clean_loss": 0.6215043664190824,
+ "noisy_loss_mean": 0.6179010899884554
+ },
+ {
+ "train_step": 225,
+ "loss": 0.4923331335308631,
+ "clean_loss": 0.4957319923095823,
+ "noisy_loss_mean": 0.49120018060462334
+ },
+ {
+ "train_step": 226,
+ "loss": 0.6167911461260871,
+ "clean_loss": 0.6246876976536038,
+ "noisy_loss_mean": 0.6141589622835816
+ },
+ {
+ "train_step": 227,
+ "loss": 0.6815971558628059,
+ "clean_loss": 0.6762085928872399,
+ "noisy_loss_mean": 0.6833933435213279
+ },
+ {
+ "train_step": 228,
+ "loss": 0.729505500465418,
+ "clean_loss": 0.7351951333957043,
+ "noisy_loss_mean": 0.7276089561553224
+ },
+ {
+ "train_step": 229,
+ "loss": 0.7137585969441935,
+ "clean_loss": 0.7178200014154974,
+ "noisy_loss_mean": 0.7124047954537588
+ },
+ {
+ "train_step": 230,
+ "loss": 0.544065888053496,
+ "clean_loss": 0.5417713269892236,
+ "noisy_loss_mean": 0.5448307417415869
+ },
+ {
+ "train_step": 231,
+ "loss": 0.4775976507318852,
+ "clean_loss": 0.4763013767469425,
+ "noisy_loss_mean": 0.4780297420601995
+ },
+ {
+ "train_step": 232,
+ "loss": 0.5543213605416704,
+ "clean_loss": 0.5674611383729482,
+ "noisy_loss_mean": 0.549941434597911
+ },
+ {
+ "train_step": 233,
+ "loss": 0.41087622819648534,
+ "clean_loss": 0.4127416419327219,
+ "noisy_loss_mean": 0.41025442361773984
+ },
+ {
+ "train_step": 234,
+ "loss": 0.6247470109465338,
+ "clean_loss": 0.6253790554771103,
+ "noisy_loss_mean": 0.6245363294363416
+ },
+ {
+ "train_step": 235,
+ "loss": 0.7769576811747968,
+ "clean_loss": 0.7748809508274144,
+ "noisy_loss_mean": 0.7776499246239243
+ },
+ {
+ "train_step": 236,
+ "loss": 0.5772109299631464,
+ "clean_loss": 0.5679105761989127,
+ "noisy_loss_mean": 0.5803110478845576
+ },
+ {
+ "train_step": 237,
+ "loss": 0.6994239368997942,
+ "clean_loss": 0.6830874313243873,
+ "noisy_loss_mean": 0.7048694387582631
+ },
+ {
+ "train_step": 238,
+ "loss": 0.7858962464726098,
+ "clean_loss": 0.779852445395716,
+ "noisy_loss_mean": 0.7879108468315743
+ },
+ {
+ "train_step": 239,
+ "loss": 0.7438543414607612,
+ "clean_loss": 0.7563195203893925,
+ "noisy_loss_mean": 0.7396992818178841
+ },
+ {
+ "train_step": 240,
+ "loss": 0.52576931552945,
+ "clean_loss": 0.5301549884311533,
+ "noisy_loss_mean": 0.5243074245622156
+ },
+ {
+ "train_step": 241,
+ "loss": 0.6282660100076564,
+ "clean_loss": 0.6325529356701288,
+ "noisy_loss_mean": 0.6268370347868323
+ },
+ {
+ "train_step": 242,
+ "loss": 0.9270580899590954,
+ "clean_loss": 0.8924598957272161,
+ "noisy_loss_mean": 0.938590821369722
+ },
+ {
+ "train_step": 243,
+ "loss": 0.6154541110545353,
+ "clean_loss": 0.5920592780751911,
+ "noisy_loss_mean": 0.6232523887143167
+ },
+ {
+ "train_step": 244,
+ "loss": 0.5976083896087679,
+ "clean_loss": 0.5962291117878191,
+ "noisy_loss_mean": 0.5980681488824175
+ },
+ {
+ "train_step": 245,
+ "loss": 0.7198876045775421,
+ "clean_loss": 0.7132763783651748,
+ "noisy_loss_mean": 0.7220913466483312
+ },
+ {
+ "train_step": 246,
+ "loss": 0.6924751689995232,
+ "clean_loss": 0.7004267845081545,
+ "noisy_loss_mean": 0.6898246304966459
+ },
+ {
+ "train_step": 247,
+ "loss": 0.624217290421583,
+ "clean_loss": 0.6214206607811157,
+ "noisy_loss_mean": 0.6251495003017389
+ },
+ {
+ "train_step": 248,
+ "loss": 0.4777237699796951,
+ "clean_loss": 0.4862248748203553,
+ "noisy_loss_mean": 0.4748900683661417
+ },
+ {
+ "train_step": 249,
+ "loss": 0.5482059332235054,
+ "clean_loss": 0.5417550822649868,
+ "noisy_loss_mean": 0.5503562168763451
+ },
+ {
+ "train_step": 250,
+ "loss": 0.5021766388891923,
+ "clean_loss": 0.5257322347016689,
+ "noisy_loss_mean": 0.49432477361836674
+ },
+ {
+ "train_step": 251,
+ "loss": 0.704889009979422,
+ "clean_loss": 0.6919653696766715,
+ "noisy_loss_mean": 0.7091968900803388
+ },
+ {
+ "train_step": 252,
+ "loss": 0.6059195722011009,
+ "clean_loss": 0.6022224291380555,
+ "noisy_loss_mean": 0.607151953222116
+ },
+ {
+ "train_step": 253,
+ "loss": 0.6932350799114866,
+ "clean_loss": 0.7057524095977133,
+ "noisy_loss_mean": 0.6890626366827445
+ },
+ {
+ "train_step": 254,
+ "loss": 0.7439156047467106,
+ "clean_loss": 0.7441810663508643,
+ "noisy_loss_mean": 0.7438271175453259
+ },
+ {
+ "train_step": 255,
+ "loss": 0.5255132850253197,
+ "clean_loss": 0.5185025093951928,
+ "noisy_loss_mean": 0.5278502102353619
+ },
+ {
+ "train_step": 256,
+ "loss": 0.6453672344255701,
+ "clean_loss": 0.652428211079073,
+ "noisy_loss_mean": 0.6430135755410692
+ },
+ {
+ "train_step": 257,
+ "loss": 0.35996257468819187,
+ "clean_loss": 0.35733682234752134,
+ "noisy_loss_mean": 0.3608378254684154
+ },
+ {
+ "train_step": 258,
+ "loss": 0.5429073853997046,
+ "clean_loss": 0.5456566851661816,
+ "noisy_loss_mean": 0.5419909521442122
+ },
+ {
+ "train_step": 259,
+ "loss": 0.6027769349760723,
+ "clean_loss": 0.5777596430452314,
+ "noisy_loss_mean": 0.6111160322863526
+ },
+ {
+ "train_step": 260,
+ "loss": 0.645743012243934,
+ "clean_loss": 0.6536677307574034,
+ "noisy_loss_mean": 0.6431014394061109
+ },
+ {
+ "train_step": 261,
+ "loss": 0.7756545158012587,
+ "clean_loss": 0.7625212503720414,
+ "noisy_loss_mean": 0.7800322709443311
+ },
+ {
+ "train_step": 262,
+ "loss": 0.5668523272313593,
+ "clean_loss": 0.5634116054408375,
+ "noisy_loss_mean": 0.5679992344948666
+ },
+ {
+ "train_step": 263,
+ "loss": 0.6640704950997725,
+ "clean_loss": 0.6694669686549118,
+ "noisy_loss_mean": 0.6622716705813927
+ },
+ {
+ "train_step": 264,
+ "loss": 0.5143859660369092,
+ "clean_loss": 0.5089220145469976,
+ "noisy_loss_mean": 0.5162072832002131
+ },
+ {
+ "train_step": 265,
+ "loss": 0.5933669141085918,
+ "clean_loss": 0.5884183039801231,
+ "noisy_loss_mean": 0.5950164508180814
+ },
+ {
+ "train_step": 266,
+ "loss": 0.5910219805010288,
+ "clean_loss": 0.6007397965179752,
+ "noisy_loss_mean": 0.58778270849538
+ },
+ {
+ "train_step": 267,
+ "loss": 0.5394535374614808,
+ "clean_loss": 0.5346707252106053,
+ "noisy_loss_mean": 0.5410478082117728
+ },
+ {
+ "train_step": 268,
+ "loss": 0.5881123822600203,
+ "clean_loss": 0.5957845140922318,
+ "noisy_loss_mean": 0.5855550049826163
+ },
+ {
+ "train_step": 269,
+ "loss": 0.5803281107387959,
+ "clean_loss": 0.5786770068930106,
+ "noisy_loss_mean": 0.5808784786873908
+ },
+ {
+ "train_step": 270,
+ "loss": 0.6059134903396985,
+ "clean_loss": 0.6119810974422509,
+ "noisy_loss_mean": 0.6038909546388477
+ },
+ {
+ "train_step": 271,
+ "loss": 0.6763541247871994,
+ "clean_loss": 0.6523128732082218,
+ "noisy_loss_mean": 0.684367875313525
+ },
+ {
+ "train_step": 272,
+ "loss": 0.4855834266474973,
+ "clean_loss": 0.48392705013480763,
+ "noisy_loss_mean": 0.4861355521517272
+ },
+ {
+ "train_step": 273,
+ "loss": 0.7791528196944997,
+ "clean_loss": 0.7762848998824214,
+ "noisy_loss_mean": 0.7801087929651924
+ },
+ {
+ "train_step": 274,
+ "loss": 0.4864141229023009,
+ "clean_loss": 0.48580023586484833,
+ "noisy_loss_mean": 0.48661875191478515
+ },
+ {
+ "train_step": 275,
+ "loss": 0.7218880475563026,
+ "clean_loss": 0.7521004206414516,
+ "noisy_loss_mean": 0.7118172565279197
+ },
+ {
+ "train_step": 276,
+ "loss": 0.7181624194151133,
+ "clean_loss": 0.7113643176689705,
+ "noisy_loss_mean": 0.7204284533304941
+ },
+ {
+ "train_step": 277,
+ "loss": 0.4930252903878689,
+ "clean_loss": 0.48778065146734884,
+ "noisy_loss_mean": 0.4947735033613756
+ },
+ {
+ "train_step": 278,
+ "loss": 0.5420101602600013,
+ "clean_loss": 0.5413009870093045,
+ "noisy_loss_mean": 0.5422465513435668
+ },
+ {
+ "train_step": 279,
+ "loss": 0.5849919612520615,
+ "clean_loss": 0.5878820782569201,
+ "noisy_loss_mean": 0.5840285889171087
+ },
+ {
+ "train_step": 280,
+ "loss": 0.7386007465244437,
+ "clean_loss": 0.7301355650076319,
+ "noisy_loss_mean": 0.7414224736967144
+ },
+ {
+ "train_step": 281,
+ "loss": 0.8346679264094682,
+ "clean_loss": 0.8425417726400963,
+ "noisy_loss_mean": 0.8320433109992588
+ },
+ {
+ "train_step": 282,
+ "loss": 0.6012316085335738,
+ "clean_loss": 0.5970333004776999,
+ "noisy_loss_mean": 0.6026310445521986
+ },
+ {
+ "train_step": 283,
+ "loss": 0.45640637414119767,
+ "clean_loss": 0.45590929598899843,
+ "noisy_loss_mean": 0.45657206685859736
+ },
+ {
+ "train_step": 284,
+ "loss": 0.5912370288236077,
+ "clean_loss": 0.5941591138689871,
+ "noisy_loss_mean": 0.590263000475148
+ },
+ {
+ "train_step": 285,
+ "loss": 0.8090855048738242,
+ "clean_loss": 0.8096297444628859,
+ "noisy_loss_mean": 0.8089040916774702
+ },
+ {
+ "train_step": 286,
+ "loss": 0.5771232811312476,
+ "clean_loss": 0.5643898848692276,
+ "noisy_loss_mean": 0.5813677465519208
+ },
+ {
+ "train_step": 287,
+ "loss": 0.4237153103805221,
+ "clean_loss": 0.4129629624102668,
+ "noisy_loss_mean": 0.4272994263706072
+ },
+ {
+ "train_step": 288,
+ "loss": 0.8835226977242601,
+ "clean_loss": 0.8572826877840224,
+ "noisy_loss_mean": 0.8922693677043395
+ },
+ {
+ "train_step": 289,
+ "loss": 0.7579219774974109,
+ "clean_loss": 0.7466111691576456,
+ "noisy_loss_mean": 0.7616922469439994
+ },
+ {
+ "train_step": 290,
+ "loss": 0.6964907611817026,
+ "clean_loss": 0.6963602857467522,
+ "noisy_loss_mean": 0.6965342529933527
+ },
+ {
+ "train_step": 291,
+ "loss": 0.5821800199895371,
+ "clean_loss": 0.5861968995181323,
+ "noisy_loss_mean": 0.580841060146672
+ },
+ {
+ "train_step": 292,
+ "loss": 0.6016590517995394,
+ "clean_loss": 0.6148609095867501,
+ "noisy_loss_mean": 0.5972584325371358
+ },
+ {
+ "train_step": 293,
+ "loss": 0.5832316067802948,
+ "clean_loss": 0.5826469778027432,
+ "noisy_loss_mean": 0.5834264831061454
+ },
+ {
+ "train_step": 294,
+ "loss": 0.48932606560583924,
+ "clean_loss": 0.4977660637403684,
+ "noisy_loss_mean": 0.48651273289432956
+ },
+ {
+ "train_step": 295,
+ "loss": 0.6284395581761688,
+ "clean_loss": 0.6299785552508625,
+ "noisy_loss_mean": 0.6279265591512709
+ },
+ {
+ "train_step": 296,
+ "loss": 0.3107410533612239,
+ "clean_loss": 0.3135934197463756,
+ "noisy_loss_mean": 0.30979026456617326
+ },
+ {
+ "train_step": 297,
+ "loss": 0.7616106514316132,
+ "clean_loss": 0.7660168282783133,
+ "noisy_loss_mean": 0.7601419258160464
+ },
+ {
+ "train_step": 298,
+ "loss": 0.4521148908117117,
+ "clean_loss": 0.44152747378942475,
+ "noisy_loss_mean": 0.45564402981914065
+ },
+ {
+ "train_step": 299,
+ "loss": 0.5212368411228956,
+ "clean_loss": 0.5298822821158935,
+ "noisy_loss_mean": 0.518355027458563
+ },
+ {
+ "train_step": 300,
+ "loss": 0.4219453423158535,
+ "clean_loss": 0.4195749889982704,
+ "noisy_loss_mean": 0.42273546008838125
+ },
+ {
+ "train_step": 301,
+ "loss": 0.50512249313698,
+ "clean_loss": 0.508694110064956,
+ "noisy_loss_mean": 0.5039319541609878
+ },
+ {
+ "train_step": 302,
+ "loss": 0.6254328115548262,
+ "clean_loss": 0.6055880072555678,
+ "noisy_loss_mean": 0.6320477463212458
+ },
+ {
+ "train_step": 303,
+ "loss": 0.6848265570830552,
+ "clean_loss": 0.6906184714398202,
+ "noisy_loss_mean": 0.6828959189641335
+ },
+ {
+ "train_step": 304,
+ "loss": 0.6665954372412758,
+ "clean_loss": 0.6558990140195318,
+ "noisy_loss_mean": 0.6701609116485238
+ },
+ {
+ "train_step": 305,
+ "loss": 0.65439435340532,
+ "clean_loss": 0.6597313814553546,
+ "noisy_loss_mean": 0.6526153440553085
+ },
+ {
+ "train_step": 306,
+ "loss": 0.5307932982723602,
+ "clean_loss": 0.5241344999657186,
+ "noisy_loss_mean": 0.5330128977079074
+ },
+ {
+ "train_step": 307,
+ "loss": 0.723340356868041,
+ "clean_loss": 0.7276459753713477,
+ "noisy_loss_mean": 0.7219051507002722
+ },
+ {
+ "train_step": 308,
+ "loss": 0.588055434226696,
+ "clean_loss": 0.5849100254439026,
+ "noisy_loss_mean": 0.5891039038209606
+ },
+ {
+ "train_step": 309,
+ "loss": 0.4564025518675764,
+ "clean_loss": 0.4451170096337996,
+ "noisy_loss_mean": 0.46016439927883535
+ },
+ {
+ "train_step": 310,
+ "loss": 0.5677858978170309,
+ "clean_loss": 0.5623513024336004,
+ "noisy_loss_mean": 0.5695974296115076
+ },
+ {
+ "train_step": 311,
+ "loss": 0.5035872560732332,
+ "clean_loss": 0.502186354499,
+ "noisy_loss_mean": 0.5040542232646442
+ },
+ {
+ "train_step": 312,
+ "loss": 0.6767754999551168,
+ "clean_loss": 0.6774338805041089,
+ "noisy_loss_mean": 0.6765560397721192
+ },
+ {
+ "train_step": 313,
+ "loss": 0.46274937353710266,
+ "clean_loss": 0.4654425738768666,
+ "noisy_loss_mean": 0.46185164009051466
+ },
+ {
+ "train_step": 314,
+ "loss": 0.42108703303457345,
+ "clean_loss": 0.4251520219463571,
+ "noisy_loss_mean": 0.4197320367306456
+ },
+ {
+ "train_step": 315,
+ "loss": 0.8360325243732116,
+ "clean_loss": 0.8386414014591955,
+ "noisy_loss_mean": 0.8351628986778836
+ },
+ {
+ "train_step": 316,
+ "loss": 0.7503742373519748,
+ "clean_loss": 0.7597755969561134,
+ "noisy_loss_mean": 0.747240450817262
+ },
+ {
+ "train_step": 317,
+ "loss": 0.5895037525408603,
+ "clean_loss": 0.5766247079651116,
+ "noisy_loss_mean": 0.5937967673994432
+ },
+ {
+ "train_step": 318,
+ "loss": 0.6848610174601292,
+ "clean_loss": 0.6957738355936595,
+ "noisy_loss_mean": 0.681223411415619
+ },
+ {
+ "train_step": 319,
+ "loss": 0.5093639437949936,
+ "clean_loss": 0.5109184405665075,
+ "noisy_loss_mean": 0.508845778204489
+ },
+ {
+ "train_step": 320,
+ "loss": 0.5496431415128423,
+ "clean_loss": 0.5564786225447264,
+ "noisy_loss_mean": 0.5473646478355476
+ },
+ {
+ "train_step": 321,
+ "loss": 0.6090812388137246,
+ "clean_loss": 0.6211070868350026,
+ "noisy_loss_mean": 0.6050726228066319
+ },
+ {
+ "train_step": 322,
+ "loss": 0.4506238722222704,
+ "clean_loss": 0.46422421107948353,
+ "noisy_loss_mean": 0.44609042593653264
+ },
+ {
+ "train_step": 323,
+ "loss": 0.5673980726607497,
+ "clean_loss": 0.5780865574343194,
+ "noisy_loss_mean": 0.5638352444028932
+ },
+ {
+ "train_step": 324,
+ "loss": 0.9093996243118649,
+ "clean_loss": 0.9028431217032387,
+ "noisy_loss_mean": 0.9115851251814071
+ },
+ {
+ "train_step": 325,
+ "loss": 0.663935032106118,
+ "clean_loss": 0.6565275274332752,
+ "noisy_loss_mean": 0.666404200330399
+ },
+ {
+ "train_step": 326,
+ "loss": 0.5016590196080324,
+ "clean_loss": 0.5127471213663768,
+ "noisy_loss_mean": 0.4979629856885843
+ },
+ {
+ "train_step": 327,
+ "loss": 0.8307068806653195,
+ "clean_loss": 0.8198381985989811,
+ "noisy_loss_mean": 0.8343297746874322
+ },
+ {
+ "train_step": 328,
+ "loss": 0.6367223460335045,
+ "clean_loss": 0.6405592886656238,
+ "noisy_loss_mean": 0.6354433651561314
+ },
+ {
+ "train_step": 329,
+ "loss": 0.5226230269028826,
+ "clean_loss": 0.5343711559480341,
+ "noisy_loss_mean": 0.5187069838878323
+ },
+ {
+ "train_step": 330,
+ "loss": 0.5765715556801678,
+ "clean_loss": 0.5771653907355068,
+ "noisy_loss_mean": 0.5763736106617214
+ },
+ {
+ "train_step": 331,
+ "loss": 0.6674442056314562,
+ "clean_loss": 0.6605851200144202,
+ "noisy_loss_mean": 0.6697305675038016
+ },
+ {
+ "train_step": 332,
+ "loss": 0.6975205393780404,
+ "clean_loss": 0.6925594599856013,
+ "noisy_loss_mean": 0.6991742325088534
+ },
+ {
+ "train_step": 333,
+ "loss": 0.6677366867399734,
+ "clean_loss": 0.6669976198709708,
+ "noisy_loss_mean": 0.6679830423629743
+ },
+ {
+ "train_step": 334,
+ "loss": 0.6245550036794455,
+ "clean_loss": 0.6202537628340712,
+ "noisy_loss_mean": 0.6259887506279035
+ },
+ {
+ "train_step": 335,
+ "loss": 0.40233658891052626,
+ "clean_loss": 0.39792084932722366,
+ "noisy_loss_mean": 0.40380850210496044
+ },
+ {
+ "train_step": 336,
+ "loss": 0.6825427984783246,
+ "clean_loss": 0.6875911756941379,
+ "noisy_loss_mean": 0.6808600060730535
+ },
+ {
+ "train_step": 337,
+ "loss": 0.4674186446703027,
+ "clean_loss": 0.4717538215198654,
+ "noisy_loss_mean": 0.4659735857204484
+ },
+ {
+ "train_step": 338,
+ "loss": 0.6353712474982314,
+ "clean_loss": 0.6346972189890021,
+ "noisy_loss_mean": 0.6355959236679743
+ },
+ {
+ "train_step": 339,
+ "loss": 0.406019017654606,
+ "clean_loss": 0.4106103729446071,
+ "noisy_loss_mean": 0.4044885658912723
+ },
+ {
+ "train_step": 340,
+ "loss": 0.5269709684362855,
+ "clean_loss": 0.5251111204524026,
+ "noisy_loss_mean": 0.5275909177642465
+ },
+ {
+ "train_step": 341,
+ "loss": 0.6426608741528954,
+ "clean_loss": 0.6245487477711141,
+ "noisy_loss_mean": 0.6486982496134891
+ },
+ {
+ "train_step": 342,
+ "loss": 0.5713089551133066,
+ "clean_loss": 0.5732614250600503,
+ "noisy_loss_mean": 0.5706581317977254
+ },
+ {
+ "train_step": 343,
+ "loss": 0.39464649501329485,
+ "clean_loss": 0.38852671746228623,
+ "noisy_loss_mean": 0.3966864208636311
+ },
+ {
+ "train_step": 344,
+ "loss": 0.5252439983860371,
+ "clean_loss": 0.5087662190630814,
+ "noisy_loss_mean": 0.5307365914936889
+ },
+ {
+ "train_step": 345,
+ "loss": 0.4398483301608235,
+ "clean_loss": 0.4349790113132059,
+ "noisy_loss_mean": 0.44147143644336273
+ },
+ {
+ "train_step": 346,
+ "loss": 0.6285172132857971,
+ "clean_loss": 0.628717151692176,
+ "noisy_loss_mean": 0.6284505671503375
+ },
+ {
+ "train_step": 347,
+ "loss": 0.5607947959885377,
+ "clean_loss": 0.558995504222148,
+ "noisy_loss_mean": 0.5613945599106674
+ },
+ {
+ "train_step": 348,
+ "loss": 0.730652229559104,
+ "clean_loss": 0.7315366324769891,
+ "noisy_loss_mean": 0.7303574285864755
+ },
+ {
+ "train_step": 349,
+ "loss": 0.5823808577139942,
+ "clean_loss": 0.5809788592339784,
+ "noisy_loss_mean": 0.5828481905406662
+ },
+ {
+ "train_step": 350,
+ "loss": 0.5338646493520959,
+ "clean_loss": 0.5415825633117576,
+ "noisy_loss_mean": 0.5312920113655419
+ },
+ {
+ "train_step": 351,
+ "loss": 0.7606676981657973,
+ "clean_loss": 0.7500690577246213,
+ "noisy_loss_mean": 0.7642005783128559
+ },
+ {
+ "train_step": 352,
+ "loss": 0.5598148668675581,
+ "clean_loss": 0.547194531618048,
+ "noisy_loss_mean": 0.5640216452840615
+ },
+ {
+ "train_step": 353,
+ "loss": 0.6327861290081904,
+ "clean_loss": 0.642104197529574,
+ "noisy_loss_mean": 0.6296801061677292
+ },
+ {
+ "train_step": 354,
+ "loss": 0.7065995158864055,
+ "clean_loss": 0.7072870495817616,
+ "noisy_loss_mean": 0.7063703379879535
+ },
+ {
+ "train_step": 355,
+ "loss": 0.9055285015871191,
+ "clean_loss": 0.9005777101946555,
+ "noisy_loss_mean": 0.9071787653846068
+ },
+ {
+ "train_step": 356,
+ "loss": 0.7090904900678024,
+ "clean_loss": 0.6952385589833602,
+ "noisy_loss_mean": 0.7137078004292832
+ },
+ {
+ "train_step": 357,
+ "loss": 0.7440733089279048,
+ "clean_loss": 0.7480971834464683,
+ "noisy_loss_mean": 0.742732017421717
+ },
+ {
+ "train_step": 358,
+ "loss": 0.6229431817488016,
+ "clean_loss": 0.6283490452027226,
+ "noisy_loss_mean": 0.6211412272641613
+ },
+ {
+ "train_step": 359,
+ "loss": 0.5988660501777828,
+ "clean_loss": 0.6019327866633419,
+ "noisy_loss_mean": 0.5978438046825966
+ },
+ {
+ "train_step": 360,
+ "loss": 0.5801837879561427,
+ "clean_loss": 0.5870194379989144,
+ "noisy_loss_mean": 0.5779052379418853
+ },
+ {
+ "train_step": 361,
+ "loss": 0.5391473494773364,
+ "clean_loss": 0.5371216162564955,
+ "noisy_loss_mean": 0.5398225938842834
+ },
+ {
+ "train_step": 362,
+ "loss": 0.69071517670215,
+ "clean_loss": 0.6945937072936058,
+ "noisy_loss_mean": 0.6894223331716646
+ },
+ {
+ "train_step": 363,
+ "loss": 0.6724161610787227,
+ "clean_loss": 0.6695979740586862,
+ "noisy_loss_mean": 0.673355556752068
+ },
+ {
+ "train_step": 364,
+ "loss": 0.751786188238921,
+ "clean_loss": 0.758569471097777,
+ "noisy_loss_mean": 0.7495250939526357
+ },
+ {
+ "train_step": 365,
+ "loss": 0.6559681038809098,
+ "clean_loss": 0.6614574188655525,
+ "noisy_loss_mean": 0.6541383322193621
+ },
+ {
+ "train_step": 366,
+ "loss": 0.364522626919189,
+ "clean_loss": 0.364587328799728,
+ "noisy_loss_mean": 0.36450105962567597
+ },
+ {
+ "train_step": 367,
+ "loss": 0.5915633860750977,
+ "clean_loss": 0.597279422531096,
+ "noisy_loss_mean": 0.5896580405897649
+ },
+ {
+ "train_step": 368,
+ "loss": 0.6812997727540748,
+ "clean_loss": 0.6691912136118627,
+ "noisy_loss_mean": 0.6853359591348122
+ },
+ {
+ "train_step": 369,
+ "loss": 0.7235140027319473,
+ "clean_loss": 0.7174075805088926,
+ "noisy_loss_mean": 0.7255494768062988
+ },
+ {
+ "train_step": 370,
+ "loss": 0.5414225643713431,
+ "clean_loss": 0.5549841457634049,
+ "noisy_loss_mean": 0.5369020372406558
+ },
+ {
+ "train_step": 371,
+ "loss": 0.6163697648333382,
+ "clean_loss": 0.6206272527313514,
+ "noisy_loss_mean": 0.614950602200667
+ },
+ {
+ "train_step": 372,
+ "loss": 0.4757947277427338,
+ "clean_loss": 0.472021264451833,
+ "noisy_loss_mean": 0.4770525488397008
+ },
+ {
+ "train_step": 373,
+ "loss": 0.6537928136666838,
+ "clean_loss": 0.6534623180761832,
+ "noisy_loss_mean": 0.6539029788635173
+ },
+ {
+ "train_step": 374,
+ "loss": 0.4885545986093252,
+ "clean_loss": 0.48036144807542913,
+ "noisy_loss_mean": 0.49128564878729053
+ },
+ {
+ "train_step": 375,
+ "loss": 0.7125532779757693,
+ "clean_loss": 0.6906889576145667,
+ "noisy_loss_mean": 0.7198413847628368
+ },
+ {
+ "train_step": 376,
+ "loss": 0.5527106284236987,
+ "clean_loss": 0.5507772138066865,
+ "noisy_loss_mean": 0.5533550999627028
+ },
+ {
+ "train_step": 377,
+ "loss": 0.5634511515305256,
+ "clean_loss": 0.5610057477222874,
+ "noisy_loss_mean": 0.5642662861332717
+ },
+ {
+ "train_step": 378,
+ "loss": 0.5987462216785338,
+ "clean_loss": 0.6086270764365479,
+ "noisy_loss_mean": 0.5954526034258624
+ },
+ {
+ "train_step": 379,
+ "loss": 0.47947986808245546,
+ "clean_loss": 0.47886808630853583,
+ "noisy_loss_mean": 0.47968379534042865
+ },
+ {
+ "train_step": 380,
+ "loss": 0.5159130233697822,
+ "clean_loss": 0.5174682700063955,
+ "noisy_loss_mean": 0.5153946078242444
+ },
+ {
+ "train_step": 381,
+ "loss": 0.5288937218587724,
+ "clean_loss": 0.532758137654741,
+ "noisy_loss_mean": 0.5276055832601161
+ },
+ {
+ "train_step": 382,
+ "loss": 0.3849279188712893,
+ "clean_loss": 0.38491726092703865,
+ "noisy_loss_mean": 0.38493147151937285
+ },
+ {
+ "train_step": 383,
+ "loss": 0.6603600540410322,
+ "clean_loss": 0.6613320603124815,
+ "noisy_loss_mean": 0.660036051950549
+ },
+ {
+ "train_step": 384,
+ "loss": 0.41880771313316595,
+ "clean_loss": 0.4103297728863532,
+ "noisy_loss_mean": 0.4216336932154368
+ },
+ {
+ "train_step": 385,
+ "loss": 0.397586267451106,
+ "clean_loss": 0.39374579891657985,
+ "noisy_loss_mean": 0.3988664236292814
+ },
+ {
+ "train_step": 386,
+ "loss": 0.3911362474062532,
+ "clean_loss": 0.3936112308569848,
+ "noisy_loss_mean": 0.390311252922676
+ },
+ {
+ "train_step": 387,
+ "loss": 0.4629873394761044,
+ "clean_loss": 0.4575296945063076,
+ "noisy_loss_mean": 0.46480655446603664
+ },
+ {
+ "train_step": 388,
+ "loss": 0.6363896531606472,
+ "clean_loss": 0.6397297920974884,
+ "noisy_loss_mean": 0.6352762735150335
+ },
+ {
+ "train_step": 389,
+ "loss": 0.5797336567423934,
+ "clean_loss": 0.5744363843533562,
+ "noisy_loss_mean": 0.5814994142054059
+ },
+ {
+ "train_step": 390,
+ "loss": 0.5602662444177356,
+ "clean_loss": 0.5557604440434412,
+ "noisy_loss_mean": 0.5617681778758338
+ },
+ {
+ "train_step": 391,
+ "loss": 0.5524909395285229,
+ "clean_loss": 0.5650163445906612,
+ "noisy_loss_mean": 0.54831580450781
+ },
+ {
+ "train_step": 392,
+ "loss": 0.5962423559925114,
+ "clean_loss": 0.6004580477621885,
+ "noisy_loss_mean": 0.5948371254026191
+ },
+ {
+ "train_step": 393,
+ "loss": 0.6347625311622838,
+ "clean_loss": 0.6326816162467082,
+ "noisy_loss_mean": 0.6354561694674756
+ },
+ {
+ "train_step": 394,
+ "loss": 0.7997823709516325,
+ "clean_loss": 0.8019520388636722,
+ "noisy_loss_mean": 0.7990591483142859
+ },
+ {
+ "train_step": 395,
+ "loss": 0.7400216825667884,
+ "clean_loss": 0.7621189730789242,
+ "noisy_loss_mean": 0.7326559190627431
+ },
+ {
+ "train_step": 396,
+ "loss": 0.6237183964279829,
+ "clean_loss": 0.6466126784206855,
+ "noisy_loss_mean": 0.6160869690970822
+ },
+ {
+ "train_step": 397,
+ "loss": 0.45945446295366654,
+ "clean_loss": 0.4674726337659804,
+ "noisy_loss_mean": 0.4567817393495619
+ },
+ {
+ "train_step": 398,
+ "loss": 0.4619246163376225,
+ "clean_loss": 0.47270391141559165,
+ "noisy_loss_mean": 0.45833151797829946
+ },
+ {
+ "train_step": 399,
+ "loss": 0.7486038888625212,
+ "clean_loss": 0.7406935942864455,
+ "noisy_loss_mean": 0.7512406537212132
+ },
+ {
+ "train_step": 400,
+ "loss": 0.4734047960103756,
+ "clean_loss": 0.46518598513146725,
+ "noisy_loss_mean": 0.4761443996366784
+ },
+ {
+ "train_step": 401,
+ "loss": 0.5320589681635264,
+ "clean_loss": 0.5189088806749648,
+ "noisy_loss_mean": 0.5364423306597136
+ },
+ {
+ "train_step": 402,
+ "loss": 0.61187311098917,
+ "clean_loss": 0.6114839783558031,
+ "noisy_loss_mean": 0.6120028218669589
+ },
+ {
+ "train_step": 403,
+ "loss": 0.5712962624797113,
+ "clean_loss": 0.571884658232343,
+ "noisy_loss_mean": 0.5711001305621674
+ },
+ {
+ "train_step": 404,
+ "loss": 0.6544484582668074,
+ "clean_loss": 0.6424374432230608,
+ "noisy_loss_mean": 0.6584521299480562
+ },
+ {
+ "train_step": 405,
+ "loss": 0.3665769995851216,
+ "clean_loss": 0.3553909450534846,
+ "noisy_loss_mean": 0.3703056844290005
+ },
+ {
+ "train_step": 406,
+ "loss": 0.7317509557499409,
+ "clean_loss": 0.7384869200430139,
+ "noisy_loss_mean": 0.7295056343189165
+ },
+ {
+ "train_step": 407,
+ "loss": 0.7697510263880916,
+ "clean_loss": 0.7692074029745352,
+ "noisy_loss_mean": 0.7699322341926104
+ },
+ {
+ "train_step": 408,
+ "loss": 0.548851492451,
+ "clean_loss": 0.5488006684620892,
+ "noisy_loss_mean": 0.5488684337806368
+ },
+ {
+ "train_step": 409,
+ "loss": 0.57055968464975,
+ "clean_loss": 0.5711831081230142,
+ "noisy_loss_mean": 0.5703518768253286
+ },
+ {
+ "train_step": 410,
+ "loss": 0.8108267309140798,
+ "clean_loss": 0.8103652859499872,
+ "noisy_loss_mean": 0.8109805459021106
+ },
+ {
+ "train_step": 411,
+ "loss": 0.6581973246778937,
+ "clean_loss": 0.6517524400487735,
+ "noisy_loss_mean": 0.6603456195542671
+ },
+ {
+ "train_step": 412,
+ "loss": 0.5808097112629196,
+ "clean_loss": 0.5919600381280892,
+ "noisy_loss_mean": 0.5770929356411965
+ },
+ {
+ "train_step": 413,
+ "loss": 0.7791455489158085,
+ "clean_loss": 0.7669123301258685,
+ "noisy_loss_mean": 0.7832232885124552
+ },
+ {
+ "train_step": 414,
+ "loss": 0.5567316453256699,
+ "clean_loss": 0.5553879715469774,
+ "noisy_loss_mean": 0.557179536585234
+ },
+ {
+ "train_step": 415,
+ "loss": 0.7673481775954846,
+ "clean_loss": 0.7723772177568495,
+ "noisy_loss_mean": 0.7656718308750295
+ },
+ {
+ "train_step": 416,
+ "loss": 0.5843255813537411,
+ "clean_loss": 0.5768238816374076,
+ "noisy_loss_mean": 0.5868261479258523
+ },
+ {
+ "train_step": 417,
+ "loss": 0.6137559454870412,
+ "clean_loss": 0.6128569018655089,
+ "noisy_loss_mean": 0.6140556266942186
+ },
+ {
+ "train_step": 418,
+ "loss": 0.6296648476243136,
+ "clean_loss": 0.6397461738049006,
+ "noisy_loss_mean": 0.626304405564118
+ },
+ {
+ "train_step": 419,
+ "loss": 0.6830706379892248,
+ "clean_loss": 0.6834582088557813,
+ "noisy_loss_mean": 0.6829414477003728
+ },
+ {
+ "train_step": 420,
+ "loss": 0.5581460740593174,
+ "clean_loss": 0.5583399335161153,
+ "noisy_loss_mean": 0.5580814542403848
+ },
+ {
+ "train_step": 421,
+ "loss": 0.536692857167998,
+ "clean_loss": 0.5448553213622535,
+ "noisy_loss_mean": 0.5339720357699127
+ },
+ {
+ "train_step": 422,
+ "loss": 0.5900862660235813,
+ "clean_loss": 0.5945532832808009,
+ "noisy_loss_mean": 0.5885972602711748
+ },
+ {
+ "train_step": 423,
+ "loss": 0.45407672318989356,
+ "clean_loss": 0.46415339452061266,
+ "noisy_loss_mean": 0.4507178327463206
+ },
+ {
+ "train_step": 424,
+ "loss": 0.4296962603196248,
+ "clean_loss": 0.428293154045943,
+ "noisy_loss_mean": 0.43016396241085203
+ },
+ {
+ "train_step": 425,
+ "loss": 0.48761168524393256,
+ "clean_loss": 0.4860728493307417,
+ "noisy_loss_mean": 0.48812463054832955
+ },
+ {
+ "train_step": 426,
+ "loss": 0.4120365474055054,
+ "clean_loss": 0.40984699926520096,
+ "noisy_loss_mean": 0.41276639678560684
+ },
+ {
+ "train_step": 427,
+ "loss": 0.5223203739371314,
+ "clean_loss": 0.522918234817707,
+ "noisy_loss_mean": 0.5221210869769396
+ },
+ {
+ "train_step": 428,
+ "loss": 0.6020785275608703,
+ "clean_loss": 0.6081792324664164,
+ "noisy_loss_mean": 0.6000449592590217
+ },
+ {
+ "train_step": 429,
+ "loss": 0.5380944812864769,
+ "clean_loss": 0.5282792711208142,
+ "noisy_loss_mean": 0.5413662180083644
+ },
+ {
+ "train_step": 430,
+ "loss": 0.8134130569105464,
+ "clean_loss": 0.8265482061346768,
+ "noisy_loss_mean": 0.8090346738358364
+ },
+ {
+ "train_step": 431,
+ "loss": 0.683482508994383,
+ "clean_loss": 0.6913942073515262,
+ "noisy_loss_mean": 0.6808452762086685
+ },
+ {
+ "train_step": 432,
+ "loss": 0.6345958671816194,
+ "clean_loss": 0.6364245463854016,
+ "noisy_loss_mean": 0.6339863074470254
+ },
+ {
+ "train_step": 433,
+ "loss": 0.6272214978032551,
+ "clean_loss": 0.6181143170752011,
+ "noisy_loss_mean": 0.6302572247126065
+ },
+ {
+ "train_step": 434,
+ "loss": 0.7176575402890721,
+ "clean_loss": 0.7605105171405501,
+ "noisy_loss_mean": 0.7033732146719128
+ },
+ {
+ "train_step": 435,
+ "loss": 0.6972321449558099,
+ "clean_loss": 0.7045490761262286,
+ "noisy_loss_mean": 0.6947931678990038
+ },
+ {
+ "train_step": 436,
+ "loss": 0.40841136696529967,
+ "clean_loss": 0.40658115492245084,
+ "noisy_loss_mean": 0.4090214376462493
+ },
+ {
+ "train_step": 437,
+ "loss": 0.41661806536678536,
+ "clean_loss": 0.4263973084157602,
+ "noisy_loss_mean": 0.4133583176837938
+ },
+ {
+ "train_step": 438,
+ "loss": 0.6725028183015487,
+ "clean_loss": 0.6811044637176153,
+ "noisy_loss_mean": 0.66963560316286
+ },
+ {
+ "train_step": 439,
+ "loss": 0.5032585131057172,
+ "clean_loss": 0.49467736202712115,
+ "noisy_loss_mean": 0.5061188967985827
+ },
+ {
+ "train_step": 440,
+ "loss": 0.5534999012801552,
+ "clean_loss": 0.5392533775829543,
+ "noisy_loss_mean": 0.5582487425125556
+ },
+ {
+ "train_step": 441,
+ "loss": 0.8346891272611939,
+ "clean_loss": 0.8316450787877542,
+ "noisy_loss_mean": 0.8357038100856738
+ },
+ {
+ "train_step": 442,
+ "loss": 0.50706162283509,
+ "clean_loss": 0.51038653996024,
+ "noisy_loss_mean": 0.5059533171267067
+ },
+ {
+ "train_step": 443,
+ "loss": 0.557159651281834,
+ "clean_loss": 0.549589637941217,
+ "noisy_loss_mean": 0.5596829890620397
+ },
+ {
+ "train_step": 444,
+ "loss": 0.6365931006633881,
+ "clean_loss": 0.6309876597476584,
+ "noisy_loss_mean": 0.6384615809686315
+ },
+ {
+ "train_step": 445,
+ "loss": 0.7300512011987796,
+ "clean_loss": 0.7311600214496121,
+ "noisy_loss_mean": 0.7296815944485022
+ },
+ {
+ "train_step": 446,
+ "loss": 0.48409721141758244,
+ "clean_loss": 0.47876413699698167,
+ "noisy_loss_mean": 0.485874902891116
+ },
+ {
+ "train_step": 447,
+ "loss": 0.6295552226707204,
+ "clean_loss": 0.6378666480464579,
+ "noisy_loss_mean": 0.6267847475454745
+ },
+ {
+ "train_step": 448,
+ "loss": 0.5695823862468858,
+ "clean_loss": 0.5602639495163748,
+ "noisy_loss_mean": 0.5726885318237228
+ },
+ {
+ "train_step": 449,
+ "loss": 0.7935460956962939,
+ "clean_loss": 0.7949066809788791,
+ "noisy_loss_mean": 0.7930925672687653
+ },
+ {
+ "train_step": 450,
+ "loss": 0.7331491949552951,
+ "clean_loss": 0.733539055312871,
+ "noisy_loss_mean": 0.7330192415027698
+ },
+ {
+ "train_step": 451,
+ "loss": 0.57984087112221,
+ "clean_loss": 0.5794913562722673,
+ "noisy_loss_mean": 0.5799573760721909
+ },
+ {
+ "train_step": 452,
+ "loss": 0.5665159635684518,
+ "clean_loss": 0.5620154102831163,
+ "noisy_loss_mean": 0.568016147996897
+ },
+ {
+ "train_step": 453,
+ "loss": 0.6017308262638142,
+ "clean_loss": 0.6047072318468759,
+ "noisy_loss_mean": 0.6007386910694604
+ },
+ {
+ "train_step": 454,
+ "loss": 0.7349780902997072,
+ "clean_loss": 0.7316294353648839,
+ "noisy_loss_mean": 0.7360943086113149
+ },
+ {
+ "train_step": 455,
+ "loss": 0.6494288734843807,
+ "clean_loss": 0.6537290847292174,
+ "noisy_loss_mean": 0.6479954697361019
+ },
+ {
+ "train_step": 456,
+ "loss": 0.7089218343078123,
+ "clean_loss": 0.7137342754723924,
+ "noisy_loss_mean": 0.7073176872529524
+ },
+ {
+ "train_step": 457,
+ "loss": 0.4297695349395396,
+ "clean_loss": 0.4177286391394267,
+ "noisy_loss_mean": 0.43378316687291063
+ },
+ {
+ "train_step": 458,
+ "loss": 0.45467328266418927,
+ "clean_loss": 0.46326430478355746,
+ "noisy_loss_mean": 0.4518096086243999
+ },
+ {
+ "train_step": 459,
+ "loss": 0.6063966976375437,
+ "clean_loss": 0.599894630273923,
+ "noisy_loss_mean": 0.6085640534254172
+ },
+ {
+ "train_step": 460,
+ "loss": 0.5775355032086668,
+ "clean_loss": 0.5546049368720237,
+ "noisy_loss_mean": 0.5851790253208812
+ },
+ {
+ "train_step": 461,
+ "loss": 0.5814613835506154,
+ "clean_loss": 0.5729821943415411,
+ "noisy_loss_mean": 0.5842877799536402
+ },
+ {
+ "train_step": 462,
+ "loss": 0.5142518295321968,
+ "clean_loss": 0.5157082244959359,
+ "noisy_loss_mean": 0.5137663645442839
+ },
+ {
+ "train_step": 463,
+ "loss": 0.5310635692797689,
+ "clean_loss": 0.5288833743662016,
+ "noisy_loss_mean": 0.5317903009176249
+ },
+ {
+ "train_step": 464,
+ "loss": 0.7807998027340437,
+ "clean_loss": 0.7744695751262686,
+ "noisy_loss_mean": 0.7829098786033022
+ },
+ {
+ "train_step": 465,
+ "loss": 0.5715472533490642,
+ "clean_loss": 0.568355161691767,
+ "noisy_loss_mean": 0.5726112839014966
+ },
+ {
+ "train_step": 466,
+ "loss": 0.659707236184586,
+ "clean_loss": 0.666991598949199,
+ "noisy_loss_mean": 0.6572791152630484
+ },
+ {
+ "train_step": 467,
+ "loss": 0.5489451065474635,
+ "clean_loss": 0.5367273241355494,
+ "noisy_loss_mean": 0.5530177006847682
+ },
+ {
+ "train_step": 468,
+ "loss": 0.49734998081715753,
+ "clean_loss": 0.4807255172325605,
+ "noisy_loss_mean": 0.50289146867869
+ },
+ {
+ "train_step": 469,
+ "loss": 0.7742431598126874,
+ "clean_loss": 0.7850011808488814,
+ "noisy_loss_mean": 0.7706571528006227
+ },
+ {
+ "train_step": 470,
+ "loss": 0.6661905673015607,
+ "clean_loss": 0.6685102494647339,
+ "noisy_loss_mean": 0.6654173399138363
+ },
+ {
+ "train_step": 471,
+ "loss": 0.6034214801241345,
+ "clean_loss": 0.6030993504588663,
+ "noisy_loss_mean": 0.603528856679224
+ },
+ {
+ "train_step": 472,
+ "loss": 0.674075725735271,
+ "clean_loss": 0.6685200469236513,
+ "noisy_loss_mean": 0.6759276186724774
+ },
+ {
+ "train_step": 473,
+ "loss": 0.6636461909935054,
+ "clean_loss": 0.6513754841841307,
+ "noisy_loss_mean": 0.6677364265966305
+ },
+ {
+ "train_step": 474,
+ "loss": 0.47165423873812795,
+ "clean_loss": 0.46048200017431945,
+ "noisy_loss_mean": 0.4753783182593974
+ },
+ {
+ "train_step": 475,
+ "loss": 0.39728351726229033,
+ "clean_loss": 0.3882349198387048,
+ "noisy_loss_mean": 0.40029971640348555
+ },
+ {
+ "train_step": 476,
+ "loss": 0.9497299086212782,
+ "clean_loss": 0.9471865766351297,
+ "noisy_loss_mean": 0.9505776859499943
+ },
+ {
+ "train_step": 477,
+ "loss": 0.5852738775683684,
+ "clean_loss": 0.5832090397255999,
+ "noisy_loss_mean": 0.5859621568492912
+ },
+ {
+ "train_step": 478,
+ "loss": 0.4192070841139297,
+ "clean_loss": 0.4202914760026449,
+ "noisy_loss_mean": 0.4188456201510247
+ },
+ {
+ "train_step": 479,
+ "loss": 0.560157934448775,
+ "clean_loss": 0.5581437082379088,
+ "noisy_loss_mean": 0.5608293431857305
+ },
+ {
+ "train_step": 480,
+ "loss": 0.6145420935711672,
+ "clean_loss": 0.6195260984516263,
+ "noisy_loss_mean": 0.6128807586110142
+ },
+ {
+ "train_step": 481,
+ "loss": 0.5979661353628073,
+ "clean_loss": 0.5959122767673735,
+ "noisy_loss_mean": 0.5986507548946186
+ },
+ {
+ "train_step": 482,
+ "loss": 0.5440141065909407,
+ "clean_loss": 0.5444700111807913,
+ "noisy_loss_mean": 0.5438621383943238
+ },
+ {
+ "train_step": 483,
+ "loss": 0.7637996286003603,
+ "clean_loss": 0.7618583598561417,
+ "noisy_loss_mean": 0.7644467181817663
+ },
+ {
+ "train_step": 484,
+ "loss": 0.5463548171622887,
+ "clean_loss": 0.5513916037013642,
+ "noisy_loss_mean": 0.5446758883159303
+ },
+ {
+ "train_step": 485,
+ "loss": 0.61974796133516,
+ "clean_loss": 0.6144731967220342,
+ "noisy_loss_mean": 0.6215062162062021
+ },
+ {
+ "train_step": 486,
+ "loss": 0.8576554446822268,
+ "clean_loss": 0.8759604154446241,
+ "noisy_loss_mean": 0.8515537877614276
+ },
+ {
+ "train_step": 487,
+ "loss": 0.6806005030518157,
+ "clean_loss": 0.6888589404812218,
+ "noisy_loss_mean": 0.677847690575347
+ },
+ {
+ "train_step": 488,
+ "loss": 0.46886875089305313,
+ "clean_loss": 0.4726348847977368,
+ "noisy_loss_mean": 0.46761337292482524
+ },
+ {
+ "train_step": 489,
+ "loss": 0.5848034627095557,
+ "clean_loss": 0.5743114702587931,
+ "noisy_loss_mean": 0.5883007935264767
+ },
+ {
+ "train_step": 490,
+ "loss": 0.47122105542003323,
+ "clean_loss": 0.46307026762758424,
+ "noisy_loss_mean": 0.4739379846841829
+ },
+ {
+ "train_step": 491,
+ "loss": 0.5659869441604305,
+ "clean_loss": 0.5612874433270052,
+ "noisy_loss_mean": 0.567553444438239
+ },
+ {
+ "train_step": 492,
+ "loss": 0.6751717331722789,
+ "clean_loss": 0.664116927980847,
+ "noisy_loss_mean": 0.6788566682360896
+ },
+ {
+ "train_step": 493,
+ "loss": 0.7678306369449688,
+ "clean_loss": 0.7648449896227447,
+ "noisy_loss_mean": 0.7688258527190435
+ },
+ {
+ "train_step": 494,
+ "loss": 0.6464907133613037,
+ "clean_loss": 0.6580756954979107,
+ "noisy_loss_mean": 0.6426290526491014
+ },
+ {
+ "train_step": 495,
+ "loss": 0.7278011073009003,
+ "clean_loss": 0.7124772710608465,
+ "noisy_loss_mean": 0.7329090527142516
+ },
+ {
+ "train_step": 496,
+ "loss": 0.7794505731129636,
+ "clean_loss": 0.7779174282144563,
+ "noisy_loss_mean": 0.779961621412466
+ },
+ {
+ "train_step": 497,
+ "loss": 0.5089855490485031,
+ "clean_loss": 0.5034582951548321,
+ "noisy_loss_mean": 0.5108279670130602
+ },
+ {
+ "train_step": 498,
+ "loss": 0.6484304771846461,
+ "clean_loss": 0.6592144236381712,
+ "noisy_loss_mean": 0.6448358283668043
+ },
+ {
+ "train_step": 499,
+ "loss": 0.7426682219736591,
+ "clean_loss": 0.7362365644384394,
+ "noisy_loss_mean": 0.7448121078187325
+ },
+ {
+ "train_step": 500,
+ "loss": 0.5883939468207509,
+ "clean_loss": 0.5967508487522751,
+ "noisy_loss_mean": 0.5856083128435762
+ },
+ {
+ "train_step": 501,
+ "loss": 0.5296036643495244,
+ "clean_loss": 0.5230461094750318,
+ "noisy_loss_mean": 0.5317895159743552
+ },
+ {
+ "train_step": 502,
+ "loss": 0.6278324550173371,
+ "clean_loss": 0.6244996923620298,
+ "noisy_loss_mean": 0.6289433759024393
+ },
+ {
+ "train_step": 503,
+ "loss": 0.6408372681382686,
+ "clean_loss": 0.6446520223546371,
+ "noisy_loss_mean": 0.6395656833994791
+ },
+ {
+ "train_step": 504,
+ "loss": 0.6632173926605966,
+ "clean_loss": 0.6630154437940268,
+ "noisy_loss_mean": 0.6632847089494532
+ },
+ {
+ "train_step": 505,
+ "loss": 0.5496936201861833,
+ "clean_loss": 0.5450231879818864,
+ "noisy_loss_mean": 0.5512504309209489
+ },
+ {
+ "train_step": 506,
+ "loss": 0.5758109641547334,
+ "clean_loss": 0.5727625135681634,
+ "noisy_loss_mean": 0.5768271143502569
+ },
+ {
+ "train_step": 507,
+ "loss": 0.5847895436702636,
+ "clean_loss": 0.5862650576261006,
+ "noisy_loss_mean": 0.5842977056849846
+ },
+ {
+ "train_step": 508,
+ "loss": 0.6326262817328687,
+ "clean_loss": 0.6382960075613823,
+ "noisy_loss_mean": 0.6307363731233642
+ },
+ {
+ "train_step": 509,
+ "loss": 0.6720601192603753,
+ "clean_loss": 0.6755555199773035,
+ "noisy_loss_mean": 0.6708949856880659
+ },
+ {
+ "train_step": 510,
+ "loss": 0.45709790706727765,
+ "clean_loss": 0.45869024211304926,
+ "noisy_loss_mean": 0.45656712871868715
+ },
+ {
+ "train_step": 511,
+ "loss": 0.4240013802107616,
+ "clean_loss": 0.42758561418934776,
+ "noisy_loss_mean": 0.4228066355512328
+ },
+ {
+ "train_step": 512,
+ "loss": 0.5643847759581445,
+ "clean_loss": 0.55033352693832,
+ "noisy_loss_mean": 0.5690685256314194
+ },
+ {
+ "train_step": 513,
+ "loss": 0.7463161632718851,
+ "clean_loss": 0.7346013682420974,
+ "noisy_loss_mean": 0.7502210949484812
+ },
+ {
+ "train_step": 514,
+ "loss": 0.517342503646598,
+ "clean_loss": 0.5124961870634319,
+ "noisy_loss_mean": 0.5189579425076531
+ },
+ {
+ "train_step": 515,
+ "loss": 0.6159458066058969,
+ "clean_loss": 0.6165062476475814,
+ "noisy_loss_mean": 0.6157589929253354
+ },
+ {
+ "train_step": 516,
+ "loss": 0.5170042597927094,
+ "clean_loss": 0.5152116556666274,
+ "noisy_loss_mean": 0.5176017945014034
+ },
+ {
+ "train_step": 517,
+ "loss": 0.6539096584060422,
+ "clean_loss": 0.6580545682708885,
+ "noisy_loss_mean": 0.6525280217844268
+ },
+ {
+ "train_step": 518,
+ "loss": 0.44099259978337674,
+ "clean_loss": 0.43992543683270846,
+ "noisy_loss_mean": 0.4413483207669328
+ },
+ {
+ "train_step": 519,
+ "loss": 0.6886081695780738,
+ "clean_loss": 0.6861708212404103,
+ "noisy_loss_mean": 0.6894206190239617
+ },
+ {
+ "train_step": 520,
+ "loss": 0.519370031345964,
+ "clean_loss": 0.5131262564108243,
+ "noisy_loss_mean": 0.5214512896576773
+ },
+ {
+ "train_step": 521,
+ "loss": 0.5200743782986226,
+ "clean_loss": 0.5174222522208021,
+ "noisy_loss_mean": 0.5209584203245626
+ },
+ {
+ "train_step": 522,
+ "loss": 0.7473046756527592,
+ "clean_loss": 0.7286925042046634,
+ "noisy_loss_mean": 0.7535087328021245
+ },
+ {
+ "train_step": 523,
+ "loss": 0.5013954665248812,
+ "clean_loss": 0.5083784626716166,
+ "noisy_loss_mean": 0.499067801142636
+ },
+ {
+ "train_step": 524,
+ "loss": 0.5366944879070512,
+ "clean_loss": 0.5320785719795063,
+ "noisy_loss_mean": 0.5382331265495662
+ },
+ {
+ "train_step": 525,
+ "loss": 0.7613044416685509,
+ "clean_loss": 0.7533860115609415,
+ "noisy_loss_mean": 0.7639439183710874
+ },
+ {
+ "train_step": 526,
+ "loss": 0.6356401438576027,
+ "clean_loss": 0.6222959822940418,
+ "noisy_loss_mean": 0.640088197712123
+ },
+ {
+ "train_step": 527,
+ "loss": 0.5679364255591829,
+ "clean_loss": 0.5674932535632111,
+ "noisy_loss_mean": 0.5680841495578401
+ },
+ {
+ "train_step": 528,
+ "loss": 0.4255009774348375,
+ "clean_loss": 0.44057898586562727,
+ "noisy_loss_mean": 0.4204749746245742
+ },
+ {
+ "train_step": 529,
+ "loss": 0.6894448568629112,
+ "clean_loss": 0.6805756843694463,
+ "noisy_loss_mean": 0.6924012476940663
+ },
+ {
+ "train_step": 530,
+ "loss": 0.255680957159293,
+ "clean_loss": 0.252615973126516,
+ "noisy_loss_mean": 0.2567026185035521
+ },
+ {
+ "train_step": 531,
+ "loss": 0.578964967504542,
+ "clean_loss": 0.5856376627409944,
+ "noisy_loss_mean": 0.5767407357590578
+ },
+ {
+ "train_step": 532,
+ "loss": 0.8310559495444818,
+ "clean_loss": 0.8239282238455846,
+ "noisy_loss_mean": 0.8334318581107808
+ },
+ {
+ "train_step": 533,
+ "loss": 0.6747861721514118,
+ "clean_loss": 0.6800966923917906,
+ "noisy_loss_mean": 0.6730159987379523
+ },
+ {
+ "train_step": 534,
+ "loss": 0.4738833676763955,
+ "clean_loss": 0.4732470604727732,
+ "noisy_loss_mean": 0.474095470077603
+ },
+ {
+ "train_step": 535,
+ "loss": 0.5560203855200392,
+ "clean_loss": 0.5559174542146467,
+ "noisy_loss_mean": 0.55605469595517
+ },
+ {
+ "train_step": 536,
+ "loss": 0.5320093200986409,
+ "clean_loss": 0.5312888942494413,
+ "noisy_loss_mean": 0.5322494620483741
+ },
+ {
+ "train_step": 537,
+ "loss": 0.5891459942567949,
+ "clean_loss": 0.5841817802383915,
+ "noisy_loss_mean": 0.5908007322629293
+ },
+ {
+ "train_step": 538,
+ "loss": 0.4537154837870955,
+ "clean_loss": 0.44397644230002753,
+ "noisy_loss_mean": 0.4569618309494514
+ },
+ {
+ "train_step": 539,
+ "loss": 0.5647811223501816,
+ "clean_loss": 0.5678734696711696,
+ "noisy_loss_mean": 0.5637503399098523
+ },
+ {
+ "train_step": 540,
+ "loss": 0.6600962157300749,
+ "clean_loss": 0.6419038672279094,
+ "noisy_loss_mean": 0.6661603318974635
+ },
+ {
+ "train_step": 541,
+ "loss": 0.4706042953813815,
+ "clean_loss": 0.4723079667608281,
+ "noisy_loss_mean": 0.4700364049215659
+ },
+ {
+ "train_step": 542,
+ "loss": 0.5430616859889659,
+ "clean_loss": 0.5484398174128671,
+ "noisy_loss_mean": 0.5412689755143321
+ },
+ {
+ "train_step": 543,
+ "loss": 0.6605132074466178,
+ "clean_loss": 0.6473757925382079,
+ "noisy_loss_mean": 0.6648923457494211
+ },
+ {
+ "train_step": 544,
+ "loss": 0.5741881337327586,
+ "clean_loss": 0.572810626427883,
+ "noisy_loss_mean": 0.5746473028343838
+ },
+ {
+ "train_step": 545,
+ "loss": 0.5239578880283147,
+ "clean_loss": 0.5198180216698082,
+ "noisy_loss_mean": 0.5253378434811501
+ },
+ {
+ "train_step": 546,
+ "loss": 0.47613689527951464,
+ "clean_loss": 0.4774455541807049,
+ "noisy_loss_mean": 0.4757006756457845
+ },
+ {
+ "train_step": 547,
+ "loss": 0.6554277062588849,
+ "clean_loss": 0.651343637388466,
+ "noisy_loss_mean": 0.6567890625490246
+ },
+ {
+ "train_step": 548,
+ "loss": 0.5818365345626579,
+ "clean_loss": 0.6112028163963814,
+ "noisy_loss_mean": 0.5720477739514167
+ },
+ {
+ "train_step": 549,
+ "loss": 0.44715033481289435,
+ "clean_loss": 0.4413440998417007,
+ "noisy_loss_mean": 0.4490857464699589
+ },
+ {
+ "train_step": 550,
+ "loss": 0.7581348835313866,
+ "clean_loss": 0.757187074741292,
+ "noisy_loss_mean": 0.7584508197947514
+ },
+ {
+ "train_step": 551,
+ "loss": 0.7553243947676683,
+ "clean_loss": 0.7633449626914837,
+ "noisy_loss_mean": 0.7526508721263966
+ },
+ {
+ "train_step": 552,
+ "loss": 0.4675246880787876,
+ "clean_loss": 0.4707614090625038,
+ "noisy_loss_mean": 0.4664457810842155
+ },
+ {
+ "train_step": 553,
+ "loss": 0.687582065983658,
+ "clean_loss": 0.673999376032662,
+ "noisy_loss_mean": 0.6921096293006567
+ },
+ {
+ "train_step": 554,
+ "loss": 0.6700957904891283,
+ "clean_loss": 0.6838178883600345,
+ "noisy_loss_mean": 0.6655217578654928
+ },
+ {
+ "train_step": 555,
+ "loss": 0.7180816520495235,
+ "clean_loss": 0.7095487480540874,
+ "noisy_loss_mean": 0.7209259533813355
+ },
+ {
+ "train_step": 556,
+ "loss": 0.48382584915163634,
+ "clean_loss": 0.49186962596447853,
+ "noisy_loss_mean": 0.4811445902140223
+ },
+ {
+ "train_step": 557,
+ "loss": 0.5869365421389797,
+ "clean_loss": 0.588387707616991,
+ "noisy_loss_mean": 0.586452820312976
+ },
+ {
+ "train_step": 558,
+ "loss": 0.8378734803127674,
+ "clean_loss": 0.8420862499379668,
+ "noisy_loss_mean": 0.8364692237710342
+ },
+ {
+ "train_step": 559,
+ "loss": 0.5433484159593669,
+ "clean_loss": 0.5468584919439177,
+ "noisy_loss_mean": 0.5421783906311833
+ },
+ {
+ "train_step": 560,
+ "loss": 0.6745389167110746,
+ "clean_loss": 0.6670941918891415,
+ "noisy_loss_mean": 0.6770204916517191
+ },
+ {
+ "train_step": 561,
+ "loss": 0.6591030258054442,
+ "clean_loss": 0.68897286924223,
+ "noisy_loss_mean": 0.6491464113265156
+ },
+ {
+ "train_step": 562,
+ "loss": 0.6529252199861478,
+ "clean_loss": 0.6530648163762763,
+ "noisy_loss_mean": 0.6528786878561049
+ },
+ {
+ "train_step": 563,
+ "loss": 0.47985628577972617,
+ "clean_loss": 0.48477125030631696,
+ "noisy_loss_mean": 0.4782179642708626
+ },
+ {
+ "train_step": 564,
+ "loss": 0.609518773520297,
+ "clean_loss": 0.6037533025417569,
+ "noisy_loss_mean": 0.6114405971798104
+ },
+ {
+ "train_step": 565,
+ "loss": 0.3984948894779339,
+ "clean_loss": 0.3998465994366038,
+ "noisy_loss_mean": 0.39804431949171054
+ },
+ {
+ "train_step": 566,
+ "loss": 0.6209709898529512,
+ "clean_loss": 0.608734626578872,
+ "noisy_loss_mean": 0.6250497776109776
+ },
+ {
+ "train_step": 567,
+ "loss": 0.5229515642494538,
+ "clean_loss": 0.5306658389943836,
+ "noisy_loss_mean": 0.5203801393344771
+ },
+ {
+ "train_step": 568,
+ "loss": 0.716982275303389,
+ "clean_loss": 0.7189698426465748,
+ "noisy_loss_mean": 0.7163197528556604
+ },
+ {
+ "train_step": 569,
+ "loss": 0.5673980305984168,
+ "clean_loss": 0.5521127111049856,
+ "noisy_loss_mean": 0.5724931370962273
+ },
+ {
+ "train_step": 570,
+ "loss": 0.7335600864303136,
+ "clean_loss": 0.751140403178928,
+ "noisy_loss_mean": 0.7276999808474423
+ },
+ {
+ "train_step": 571,
+ "loss": 0.6237602358711083,
+ "clean_loss": 0.6086238631065698,
+ "noisy_loss_mean": 0.6288056934592877
+ },
+ {
+ "train_step": 572,
+ "loss": 0.5634254957093514,
+ "clean_loss": 0.5718138024464707,
+ "noisy_loss_mean": 0.5606293934636449
+ },
+ {
+ "train_step": 573,
+ "loss": 0.4785989240818508,
+ "clean_loss": 0.46016332497238494,
+ "noisy_loss_mean": 0.48474412378500603
+ },
+ {
+ "train_step": 574,
+ "loss": 0.6596976936932399,
+ "clean_loss": 0.6616906081993156,
+ "noisy_loss_mean": 0.6590333888578815
+ },
+ {
+ "train_step": 575,
+ "loss": 0.4593264032692561,
+ "clean_loss": 0.45980020973998453,
+ "noisy_loss_mean": 0.45916846777901327
+ },
+ {
+ "train_step": 576,
+ "loss": 0.6501407670139634,
+ "clean_loss": 0.645919299515771,
+ "noisy_loss_mean": 0.6515479228466942
+ },
+ {
+ "train_step": 577,
+ "loss": 0.7209565242991908,
+ "clean_loss": 0.7220715168696175,
+ "noisy_loss_mean": 0.7205848601090487
+ },
+ {
+ "train_step": 578,
+ "loss": 0.46481394334310666,
+ "clean_loss": 0.4742100205929643,
+ "noisy_loss_mean": 0.4616819175931542
+ },
+ {
+ "train_step": 579,
+ "loss": 0.6335064444788725,
+ "clean_loss": 0.6230969360519119,
+ "noisy_loss_mean": 0.6369762806211926
+ },
+ {
+ "train_step": 580,
+ "loss": 0.6660603739658086,
+ "clean_loss": 0.6538543095307555,
+ "noisy_loss_mean": 0.6701290621108265
+ },
+ {
+ "train_step": 581,
+ "loss": 0.6659404732396039,
+ "clean_loss": 0.6606522112895298,
+ "noisy_loss_mean": 0.667703227222962
+ },
+ {
+ "train_step": 582,
+ "loss": 0.5005764117930116,
+ "clean_loss": 0.5021723852547985,
+ "noisy_loss_mean": 0.5000444206390827
+ },
+ {
+ "train_step": 583,
+ "loss": 0.7402735981714748,
+ "clean_loss": 0.7463169184122737,
+ "noisy_loss_mean": 0.7382591580912083
+ },
+ {
+ "train_step": 584,
+ "loss": 0.8485066450837675,
+ "clean_loss": 0.8546763740161816,
+ "noisy_loss_mean": 0.8464500687729629
+ },
+ {
+ "train_step": 585,
+ "loss": 0.5360934694219213,
+ "clean_loss": 0.5329762911967738,
+ "noisy_loss_mean": 0.5371325288303038
+ },
+ {
+ "train_step": 586,
+ "loss": 0.5798253679390031,
+ "clean_loss": 0.5764776760716903,
+ "noisy_loss_mean": 0.5809412652281072
+ },
+ {
+ "train_step": 587,
+ "loss": 0.8865248738455671,
+ "clean_loss": 0.883899593549114,
+ "noisy_loss_mean": 0.8873999672777182
+ },
+ {
+ "train_step": 588,
+ "loss": 0.6712104183987306,
+ "clean_loss": 0.6836756664456057,
+ "noisy_loss_mean": 0.6670553357164389
+ },
+ {
+ "train_step": 589,
+ "loss": 0.5821681936962368,
+ "clean_loss": 0.5816646457723216,
+ "noisy_loss_mean": 0.5823360430042087
+ },
+ {
+ "train_step": 590,
+ "loss": 0.5989968711038353,
+ "clean_loss": 0.5939941839634455,
+ "noisy_loss_mean": 0.6006644334839651
+ },
+ {
+ "train_step": 591,
+ "loss": 0.6560135016641728,
+ "clean_loss": 0.6471775249673579,
+ "noisy_loss_mean": 0.6589588272297778
+ },
+ {
+ "train_step": 592,
+ "loss": 0.6991274591553769,
+ "clean_loss": 0.7103237427091221,
+ "noisy_loss_mean": 0.6953953646374619
+ },
+ {
+ "train_step": 593,
+ "loss": 0.5464322458091896,
+ "clean_loss": 0.5606179163640741,
+ "noisy_loss_mean": 0.5417036889575614
+ },
+ {
+ "train_step": 594,
+ "loss": 0.5077774487529834,
+ "clean_loss": 0.5158621140403344,
+ "noisy_loss_mean": 0.5050825603238663
+ },
+ {
+ "train_step": 595,
+ "loss": 0.7401647679938405,
+ "clean_loss": 0.7382372409298898,
+ "noisy_loss_mean": 0.7408072770151574
+ },
+ {
+ "train_step": 596,
+ "loss": 0.6553294885926869,
+ "clean_loss": 0.6691995109967239,
+ "noisy_loss_mean": 0.6507061477913413
+ },
+ {
+ "train_step": 597,
+ "loss": 0.5236162183848025,
+ "clean_loss": 0.5246636222251784,
+ "noisy_loss_mean": 0.5232670837713439
+ },
+ {
+ "train_step": 598,
+ "loss": 0.5829205401815358,
+ "clean_loss": 0.5955605837086247,
+ "noisy_loss_mean": 0.5787071923391728
+ },
+ {
+ "train_step": 599,
+ "loss": 0.8175768975835236,
+ "clean_loss": 0.8153633776525064,
+ "noisy_loss_mean": 0.8183147375605294
+ },
+ {
+ "train_step": 600,
+ "loss": 0.8257935163657437,
+ "clean_loss": 0.8267032438665811,
+ "noisy_loss_mean": 0.8254902738654647
+ },
+ {
+ "train_step": 601,
+ "loss": 0.41745019574447456,
+ "clean_loss": 0.4153166264385731,
+ "noisy_loss_mean": 0.4181613855131084
+ },
+ {
+ "train_step": 602,
+ "loss": 0.6957624769108418,
+ "clean_loss": 0.7044559619722355,
+ "noisy_loss_mean": 0.6928646485570439
+ },
+ {
+ "train_step": 603,
+ "loss": 0.557297649760179,
+ "clean_loss": 0.5606191407718021,
+ "noisy_loss_mean": 0.5561904860896381
+ },
+ {
+ "train_step": 604,
+ "loss": 0.6223854067633035,
+ "clean_loss": 0.6176445976652871,
+ "noisy_loss_mean": 0.6239656764626422
+ },
+ {
+ "train_step": 605,
+ "loss": 0.4218696734074324,
+ "clean_loss": 0.4216044001974247,
+ "noisy_loss_mean": 0.42195809781076826
+ },
+ {
+ "train_step": 606,
+ "loss": 0.6736525843247659,
+ "clean_loss": 0.6793967665569816,
+ "noisy_loss_mean": 0.6717378569140274
+ },
+ {
+ "train_step": 607,
+ "loss": 0.6128824209582787,
+ "clean_loss": 0.6211597334112263,
+ "noisy_loss_mean": 0.6101233168072963
+ },
+ {
+ "train_step": 608,
+ "loss": 0.5267828151218601,
+ "clean_loss": 0.5255664935683754,
+ "noisy_loss_mean": 0.5271882556396883
+ },
+ {
+ "train_step": 609,
+ "loss": 0.6127309916126384,
+ "clean_loss": 0.6059835041404764,
+ "noisy_loss_mean": 0.6149801541033592
+ },
+ {
+ "train_step": 610,
+ "loss": 0.5426332072411654,
+ "clean_loss": 0.5485832276620385,
+ "noisy_loss_mean": 0.5406498671008744
+ },
+ {
+ "train_step": 611,
+ "loss": 0.5600251329957515,
+ "clean_loss": 0.5550517727459284,
+ "noisy_loss_mean": 0.5616829197456926
+ },
+ {
+ "train_step": 612,
+ "loss": 0.6021846813493706,
+ "clean_loss": 0.5804341520699915,
+ "noisy_loss_mean": 0.6094348577758304
+ },
+ {
+ "train_step": 613,
+ "loss": 0.7176895819365929,
+ "clean_loss": 0.7235575142878768,
+ "noisy_loss_mean": 0.715733604486165
+ },
+ {
+ "train_step": 614,
+ "loss": 0.5853275139898253,
+ "clean_loss": 0.5866029937083475,
+ "noisy_loss_mean": 0.5849023540836512
+ },
+ {
+ "train_step": 615,
+ "loss": 0.6142093659637046,
+ "clean_loss": 0.623370946206173,
+ "noisy_loss_mean": 0.6111555058828818
+ },
+ {
+ "train_step": 616,
+ "loss": 0.7313197096417101,
+ "clean_loss": 0.7192608514652625,
+ "noisy_loss_mean": 0.7353393290338593
+ },
+ {
+ "train_step": 617,
+ "loss": 0.6282529421901704,
+ "clean_loss": 0.629225715066444,
+ "noisy_loss_mean": 0.6279286845647457
+ },
+ {
+ "train_step": 618,
+ "loss": 0.7357990753144961,
+ "clean_loss": 0.7399545128872309,
+ "noisy_loss_mean": 0.7344139294569176
+ },
+ {
+ "train_step": 619,
+ "loss": 0.7011224901389963,
+ "clean_loss": 0.7000083247582034,
+ "noisy_loss_mean": 0.7014938785992606
+ },
+ {
+ "train_step": 620,
+ "loss": 0.5887387884709927,
+ "clean_loss": 0.5622201474212667,
+ "noisy_loss_mean": 0.597578335487568
+ },
+ {
+ "train_step": 621,
+ "loss": 0.5952221946236951,
+ "clean_loss": 0.5981893738879717,
+ "noisy_loss_mean": 0.5942331348689361
+ },
+ {
+ "train_step": 622,
+ "loss": 0.47686468495304457,
+ "clean_loss": 0.46243579727175316,
+ "noisy_loss_mean": 0.48167431418014167
+ },
+ {
+ "train_step": 623,
+ "loss": 0.3207818183587208,
+ "clean_loss": 0.3282193017855186,
+ "noisy_loss_mean": 0.3183026572164549
+ },
+ {
+ "train_step": 624,
+ "loss": 0.687313222369168,
+ "clean_loss": 0.6807794262277124,
+ "noisy_loss_mean": 0.6894911544163199
+ },
+ {
+ "train_step": 625,
+ "loss": 0.358492185601688,
+ "clean_loss": 0.3551914333967668,
+ "noisy_loss_mean": 0.35959243633666177
+ },
+ {
+ "train_step": 626,
+ "loss": 0.6090469353612803,
+ "clean_loss": 0.608234348244121,
+ "noisy_loss_mean": 0.6093177977336668
+ },
+ {
+ "train_step": 627,
+ "loss": 0.45466265493799973,
+ "clean_loss": 0.4487831179300308,
+ "noisy_loss_mean": 0.45662250060732273
+ },
+ {
+ "train_step": 628,
+ "loss": 0.5216555246611745,
+ "clean_loss": 0.5219537947812801,
+ "noisy_loss_mean": 0.5215561012878058
+ },
+ {
+ "train_step": 629,
+ "loss": 0.6447598214297057,
+ "clean_loss": 0.6459845754712383,
+ "noisy_loss_mean": 0.6443515700825281
+ },
+ {
+ "train_step": 630,
+ "loss": 0.6885502914520427,
+ "clean_loss": 0.6802746160226167,
+ "noisy_loss_mean": 0.691308849928518
+ },
+ {
+ "train_step": 631,
+ "loss": 0.5364925138172869,
+ "clean_loss": 0.5313207049386899,
+ "noisy_loss_mean": 0.5382164501101525
+ },
+ {
+ "train_step": 632,
+ "loss": 0.4064098181402112,
+ "clean_loss": 0.41356138027335976,
+ "noisy_loss_mean": 0.40402596409582836
+ },
+ {
+ "train_step": 633,
+ "loss": 0.8945101430264071,
+ "clean_loss": 0.891079372004967,
+ "noisy_loss_mean": 0.895653733366887
+ },
+ {
+ "train_step": 634,
+ "loss": 0.6739945931260144,
+ "clean_loss": 0.6624923934405015,
+ "noisy_loss_mean": 0.6778286596878519
+ },
+ {
+ "train_step": 635,
+ "loss": 0.5386430548803822,
+ "clean_loss": 0.5418601998595617,
+ "noisy_loss_mean": 0.5375706732206558
+ },
+ {
+ "train_step": 636,
+ "loss": 0.5628453860486158,
+ "clean_loss": 0.542325866192789,
+ "noisy_loss_mean": 0.569685226000558
+ },
+ {
+ "train_step": 637,
+ "loss": 0.5631078551840354,
+ "clean_loss": 0.5756102114450706,
+ "noisy_loss_mean": 0.5589404030970236
+ },
+ {
+ "train_step": 638,
+ "loss": 0.7277608910910734,
+ "clean_loss": 0.7221694047853221,
+ "noisy_loss_mean": 0.7296247198596572
+ },
+ {
+ "train_step": 639,
+ "loss": 0.6007651791783251,
+ "clean_loss": 0.5991448698565971,
+ "noisy_loss_mean": 0.6013052822855677
+ },
+ {
+ "train_step": 640,
+ "loss": 0.539959150219755,
+ "clean_loss": 0.5316770131500566,
+ "noisy_loss_mean": 0.5427198625763212
+ },
+ {
+ "train_step": 641,
+ "loss": 0.549318470575071,
+ "clean_loss": 0.5507321800650944,
+ "noisy_loss_mean": 0.5488472340783965
+ },
+ {
+ "train_step": 642,
+ "loss": 0.7953683091007605,
+ "clean_loss": 0.8058986762013431,
+ "noisy_loss_mean": 0.7918581867338995
+ },
+ {
+ "train_step": 643,
+ "loss": 0.6954285355159047,
+ "clean_loss": 0.6979999658392839,
+ "noisy_loss_mean": 0.6945713920747784
+ },
+ {
+ "train_step": 644,
+ "loss": 0.49010543801626677,
+ "clean_loss": 0.49024142916711205,
+ "noisy_loss_mean": 0.4900601076326517
+ },
+ {
+ "train_step": 645,
+ "loss": 0.5277165054002578,
+ "clean_loss": 0.5294004688908893,
+ "noisy_loss_mean": 0.527155184236714
+ },
+ {
+ "train_step": 646,
+ "loss": 0.8389926498449142,
+ "clean_loss": 0.8382952219977522,
+ "noisy_loss_mean": 0.8392251257939681
+ },
+ {
+ "train_step": 647,
+ "loss": 0.6928115565001487,
+ "clean_loss": 0.7023392887373734,
+ "noisy_loss_mean": 0.689635645754407
+ },
+ {
+ "train_step": 648,
+ "loss": 0.7481920764621556,
+ "clean_loss": 0.7530802321392409,
+ "noisy_loss_mean": 0.7465626912364605
+ },
+ {
+ "train_step": 649,
+ "loss": 0.6913048241031807,
+ "clean_loss": 0.6937810996515222,
+ "noisy_loss_mean": 0.6904793989204002
+ },
+ {
+ "train_step": 650,
+ "loss": 0.5730723787431292,
+ "clean_loss": 0.568327800866205,
+ "noisy_loss_mean": 0.574653904702104
+ },
+ {
+ "train_step": 651,
+ "loss": 0.6878430262305546,
+ "clean_loss": 0.6826859506545295,
+ "noisy_loss_mean": 0.689562051422563
+ },
+ {
+ "train_step": 652,
+ "loss": 0.519283595955401,
+ "clean_loss": 0.502385071561493,
+ "noisy_loss_mean": 0.5249164374200369
+ },
+ {
+ "train_step": 653,
+ "loss": 0.5576243840644112,
+ "clean_loss": 0.5629446788104399,
+ "noisy_loss_mean": 0.5558509524824015
+ },
+ {
+ "train_step": 654,
+ "loss": 0.7510572555787651,
+ "clean_loss": 0.7525350432789722,
+ "noisy_loss_mean": 0.7505646596786962
+ },
+ {
+ "train_step": 655,
+ "loss": 0.5864665654063212,
+ "clean_loss": 0.5854563159548125,
+ "noisy_loss_mean": 0.5868033152234908
+ },
+ {
+ "train_step": 656,
+ "loss": 0.5496787844093048,
+ "clean_loss": 0.5529100878977843,
+ "noisy_loss_mean": 0.5486016832464783
+ },
+ {
+ "train_step": 657,
+ "loss": 0.6508304074711043,
+ "clean_loss": 0.6440892650360144,
+ "noisy_loss_mean": 0.6530774549494677
+ },
+ {
+ "train_step": 658,
+ "loss": 0.5404267156635125,
+ "clean_loss": 0.5315702081775813,
+ "noisy_loss_mean": 0.5433788848254896
+ },
+ {
+ "train_step": 659,
+ "loss": 0.5074807645269246,
+ "clean_loss": 0.512838803055992,
+ "noisy_loss_mean": 0.505694751683902
+ },
+ {
+ "train_step": 660,
+ "loss": 0.6064576778650691,
+ "clean_loss": 0.6075764151311107,
+ "noisy_loss_mean": 0.6060847654430552
+ },
+ {
+ "train_step": 661,
+ "loss": 0.6237949273498559,
+ "clean_loss": 0.6256548914876279,
+ "noisy_loss_mean": 0.6231749393039319
+ },
+ {
+ "train_step": 662,
+ "loss": 0.5585139953488386,
+ "clean_loss": 0.5599962510697587,
+ "noisy_loss_mean": 0.5580199101085319
+ },
+ {
+ "train_step": 663,
+ "loss": 0.5915252497290302,
+ "clean_loss": 0.588924713078614,
+ "noisy_loss_mean": 0.5923920952791688
+ },
+ {
+ "train_step": 664,
+ "loss": 0.7704526936248114,
+ "clean_loss": 0.7615592772620758,
+ "noisy_loss_mean": 0.7734171657457232
+ },
+ {
+ "train_step": 665,
+ "loss": 0.6485918537341757,
+ "clean_loss": 0.6507891233120404,
+ "noisy_loss_mean": 0.647859430541554
+ },
+ {
+ "train_step": 666,
+ "loss": 0.6258061736903625,
+ "clean_loss": 0.6321817605332104,
+ "noisy_loss_mean": 0.6236809780760799
+ },
+ {
+ "train_step": 667,
+ "loss": 0.5976382371499266,
+ "clean_loss": 0.5954113250897842,
+ "noisy_loss_mean": 0.5983805411699741
+ },
+ {
+ "train_step": 668,
+ "loss": 0.35725162804509225,
+ "clean_loss": 0.3504402054320346,
+ "noisy_loss_mean": 0.3595221022494448
+ },
+ {
+ "train_step": 669,
+ "loss": 0.520443881896934,
+ "clean_loss": 0.5236081133793855,
+ "noisy_loss_mean": 0.5193891380694503
+ },
+ {
+ "train_step": 670,
+ "loss": 0.5053751883525508,
+ "clean_loss": 0.5000331330866121,
+ "noisy_loss_mean": 0.5071558734411972
+ },
+ {
+ "train_step": 671,
+ "loss": 0.5342211530596919,
+ "clean_loss": 0.5355816036788851,
+ "noisy_loss_mean": 0.5337676695199608
+ },
+ {
+ "train_step": 672,
+ "loss": 0.5005988950332898,
+ "clean_loss": 0.49357093906721844,
+ "noisy_loss_mean": 0.5029415470219801
+ },
+ {
+ "train_step": 673,
+ "loss": 0.6745656381852967,
+ "clean_loss": 0.665962963903835,
+ "noisy_loss_mean": 0.6774331962791175
+ },
+ {
+ "train_step": 674,
+ "loss": 0.46662544383292404,
+ "clean_loss": 0.4757982331718811,
+ "noisy_loss_mean": 0.463567847386605
+ },
+ {
+ "train_step": 675,
+ "loss": 0.5130980896760813,
+ "clean_loss": 0.5168010134059097,
+ "noisy_loss_mean": 0.5118637817661384
+ },
+ {
+ "train_step": 676,
+ "loss": 0.6307979981352432,
+ "clean_loss": 0.6390247296990839,
+ "noisy_loss_mean": 0.6280557542806297
+ },
+ {
+ "train_step": 677,
+ "loss": 0.6352395616901383,
+ "clean_loss": 0.6581805642522139,
+ "noisy_loss_mean": 0.627592560836113
+ },
+ {
+ "train_step": 678,
+ "loss": 0.5804698264781936,
+ "clean_loss": 0.5833650903710281,
+ "noisy_loss_mean": 0.5795047385139154
+ },
+ {
+ "train_step": 679,
+ "loss": 0.7220128135995907,
+ "clean_loss": 0.7155152228066802,
+ "noisy_loss_mean": 0.7241786771972274
+ },
+ {
+ "train_step": 680,
+ "loss": 0.5396773566005305,
+ "clean_loss": 0.5340525319363285,
+ "noisy_loss_mean": 0.5415522981552645
+ },
+ {
+ "train_step": 681,
+ "loss": 0.7694605107738942,
+ "clean_loss": 0.7401002870413078,
+ "noisy_loss_mean": 0.7792472520180898
+ },
+ {
+ "train_step": 682,
+ "loss": 0.5795245781686444,
+ "clean_loss": 0.5811374634476711,
+ "noisy_loss_mean": 0.5789869497423022
+ },
+ {
+ "train_step": 683,
+ "loss": 0.46737139095121405,
+ "clean_loss": 0.46460041840844923,
+ "noisy_loss_mean": 0.46829504846546904
+ },
+ {
+ "train_step": 684,
+ "loss": 0.44498051555635754,
+ "clean_loss": 0.4485063221059901,
+ "noisy_loss_mean": 0.44380524670647997
+ },
+ {
+ "train_step": 685,
+ "loss": 0.5337036472572368,
+ "clean_loss": 0.5415561698961894,
+ "noisy_loss_mean": 0.5310861397109193
+ },
+ {
+ "train_step": 686,
+ "loss": 0.7872894909296475,
+ "clean_loss": 0.7604158974716134,
+ "noisy_loss_mean": 0.7962473554156589
+ },
+ {
+ "train_step": 687,
+ "loss": 0.5111113305760526,
+ "clean_loss": 0.5175721335182669,
+ "noisy_loss_mean": 0.5089577295953146
+ },
+ {
+ "train_step": 688,
+ "loss": 0.6476721885410492,
+ "clean_loss": 0.6475729006713448,
+ "noisy_loss_mean": 0.6477052844976173
+ },
+ {
+ "train_step": 689,
+ "loss": 0.5893835406299865,
+ "clean_loss": 0.603078407282827,
+ "noisy_loss_mean": 0.5848185850790397
+ },
+ {
+ "train_step": 690,
+ "loss": 0.7121052187154149,
+ "clean_loss": 0.7064095489124158,
+ "noisy_loss_mean": 0.7140037753164146
+ },
+ {
+ "train_step": 691,
+ "loss": 0.6060190094154946,
+ "clean_loss": 0.6157153037608917,
+ "noisy_loss_mean": 0.6027869113003623
+ },
+ {
+ "train_step": 692,
+ "loss": 0.4320410049989951,
+ "clean_loss": 0.42665454707406486,
+ "noisy_loss_mean": 0.43383649097397187
+ },
+ {
+ "train_step": 693,
+ "loss": 0.3723410631856058,
+ "clean_loss": 0.3826106684329168,
+ "noisy_loss_mean": 0.36891786143650207
+ },
+ {
+ "train_step": 694,
+ "loss": 0.48052293452233974,
+ "clean_loss": 0.4955002425813843,
+ "noisy_loss_mean": 0.4755304985026582
+ },
+ {
+ "train_step": 695,
+ "loss": 0.4807610456091199,
+ "clean_loss": 0.4691825603453984,
+ "noisy_loss_mean": 0.48462054069702704
+ },
+ {
+ "train_step": 696,
+ "loss": 0.7842775500231355,
+ "clean_loss": 0.7851659219748083,
+ "noisy_loss_mean": 0.7839814260392446
+ },
+ {
+ "train_step": 697,
+ "loss": 0.5152231516937484,
+ "clean_loss": 0.5148785333028594,
+ "noisy_loss_mean": 0.5153380244907115
+ },
+ {
+ "train_step": 698,
+ "loss": 0.4933453360551801,
+ "clean_loss": 0.4940999193390919,
+ "noisy_loss_mean": 0.4930938082938762
+ },
+ {
+ "train_step": 699,
+ "loss": 0.7550153841700071,
+ "clean_loss": 0.7552323841400307,
+ "noisy_loss_mean": 0.7549430508466659
+ },
+ {
+ "train_step": 700,
+ "loss": 0.5441105127591397,
+ "clean_loss": 0.5218256791572291,
+ "noisy_loss_mean": 0.5515387906264432
+ },
+ {
+ "train_step": 701,
+ "loss": 0.5958125223184525,
+ "clean_loss": 0.5771739260348961,
+ "noisy_loss_mean": 0.6020253877463047
+ },
+ {
+ "train_step": 702,
+ "loss": 0.7099112606203494,
+ "clean_loss": 0.6870456581093416,
+ "noisy_loss_mean": 0.7175331281240186
+ },
+ {
+ "train_step": 703,
+ "loss": 0.5972090000355265,
+ "clean_loss": 0.5966993589795315,
+ "noisy_loss_mean": 0.5973788803875247
+ },
+ {
+ "train_step": 704,
+ "loss": 0.6413035776746688,
+ "clean_loss": 0.6368706628885521,
+ "noisy_loss_mean": 0.6427812159367078
+ },
+ {
+ "train_step": 705,
+ "loss": 0.7905095270223887,
+ "clean_loss": 0.7956707603046135,
+ "noisy_loss_mean": 0.7887891159283139
+ },
+ {
+ "train_step": 706,
+ "loss": 0.7302298029536753,
+ "clean_loss": 0.7286557479716004,
+ "noisy_loss_mean": 0.7307544879477003
+ },
+ {
+ "train_step": 707,
+ "loss": 0.49097926272543835,
+ "clean_loss": 0.4880263187241489,
+ "noisy_loss_mean": 0.4919635773925348
+ },
+ {
+ "train_step": 708,
+ "loss": 0.5367187989777382,
+ "clean_loss": 0.5379338636821361,
+ "noisy_loss_mean": 0.5363137774096057
+ },
+ {
+ "train_step": 709,
+ "loss": 0.6637162267446426,
+ "clean_loss": 0.6584933083108985,
+ "noisy_loss_mean": 0.6654571995558906
+ },
+ {
+ "train_step": 710,
+ "loss": 0.5546816244462818,
+ "clean_loss": 0.5648618582071838,
+ "noisy_loss_mean": 0.5512882131926478
+ },
+ {
+ "train_step": 711,
+ "loss": 0.5300543206898243,
+ "clean_loss": 0.5322687725654857,
+ "noisy_loss_mean": 0.529316170064604
+ },
+ {
+ "train_step": 712,
+ "loss": 0.8786752081650693,
+ "clean_loss": 0.88755352218359,
+ "noisy_loss_mean": 0.8757157701588958
+ },
+ {
+ "train_step": 713,
+ "loss": 0.6082480733720422,
+ "clean_loss": 0.606319819055461,
+ "noisy_loss_mean": 0.6088908248109027
+ },
+ {
+ "train_step": 714,
+ "loss": 0.3450473510853858,
+ "clean_loss": 0.34130915874100415,
+ "noisy_loss_mean": 0.34629341520017975
+ },
+ {
+ "train_step": 715,
+ "loss": 0.6367404147769735,
+ "clean_loss": 0.6254714647964826,
+ "noisy_loss_mean": 0.6404967314371371
+ },
+ {
+ "train_step": 716,
+ "loss": 0.6538560137292881,
+ "clean_loss": 0.6493798204368428,
+ "noisy_loss_mean": 0.6553480781601033
+ },
+ {
+ "train_step": 717,
+ "loss": 0.554460878806039,
+ "clean_loss": 0.5473651708268517,
+ "noisy_loss_mean": 0.5568261147991015
+ },
+ {
+ "train_step": 718,
+ "loss": 0.4217971651526168,
+ "clean_loss": 0.4180142437177264,
+ "noisy_loss_mean": 0.42305813896424693
+ },
+ {
+ "train_step": 719,
+ "loss": 0.6457450235152669,
+ "clean_loss": 0.6443474724138052,
+ "noisy_loss_mean": 0.6462108738824207
+ },
+ {
+ "train_step": 720,
+ "loss": 0.4186286908707532,
+ "clean_loss": 0.4126571375462962,
+ "noisy_loss_mean": 0.42061920864557223
+ },
+ {
+ "train_step": 721,
+ "loss": 0.39883900928617766,
+ "clean_loss": 0.3915182182478311,
+ "noisy_loss_mean": 0.4012792729656265
+ },
+ {
+ "train_step": 722,
+ "loss": 0.477217551290524,
+ "clean_loss": 0.4828556913243498,
+ "noisy_loss_mean": 0.4753381712792488
+ },
+ {
+ "train_step": 723,
+ "loss": 0.618513770505466,
+ "clean_loss": 0.6132222836112966,
+ "noisy_loss_mean": 0.6202775994701891
+ },
+ {
+ "train_step": 724,
+ "loss": 0.6125200872074755,
+ "clean_loss": 0.6113854614162595,
+ "noisy_loss_mean": 0.6128982958045476
+ },
+ {
+ "train_step": 725,
+ "loss": 0.5540984129289648,
+ "clean_loss": 0.5459396758092384,
+ "noisy_loss_mean": 0.5568179919688735
+ },
+ {
+ "train_step": 726,
+ "loss": 0.5512792376216611,
+ "clean_loss": 0.5544633637176106,
+ "noisy_loss_mean": 0.5502178622563446
+ },
+ {
+ "train_step": 727,
+ "loss": 0.7420236342106361,
+ "clean_loss": 0.7450718333513034,
+ "noisy_loss_mean": 0.7410075678304137
+ },
+ {
+ "train_step": 728,
+ "loss": 0.5544971377042028,
+ "clean_loss": 0.5573166094583766,
+ "noisy_loss_mean": 0.553557313786145
+ },
+ {
+ "train_step": 729,
+ "loss": 0.6939775399443798,
+ "clean_loss": 0.7103793261658562,
+ "noisy_loss_mean": 0.6885102778705544
+ },
+ {
+ "train_step": 730,
+ "loss": 0.5513367380964551,
+ "clean_loss": 0.5463664240684755,
+ "noisy_loss_mean": 0.5529935094391151
+ },
+ {
+ "train_step": 731,
+ "loss": 0.4105213362530553,
+ "clean_loss": 0.42489015241411393,
+ "noisy_loss_mean": 0.4057317308660358
+ },
+ {
+ "train_step": 732,
+ "loss": 0.489782216951438,
+ "clean_loss": 0.48887808814180683,
+ "noisy_loss_mean": 0.490083593221315
+ },
+ {
+ "train_step": 733,
+ "loss": 0.6433885292635904,
+ "clean_loss": 0.6316970267836751,
+ "noisy_loss_mean": 0.6472856967568954
+ },
+ {
+ "train_step": 734,
+ "loss": 0.659449478483432,
+ "clean_loss": 0.6637508088800568,
+ "noisy_loss_mean": 0.658015701684557
+ },
+ {
+ "train_step": 735,
+ "loss": 0.472194455451738,
+ "clean_loss": 0.4651111550580189,
+ "noisy_loss_mean": 0.47455555558297774
+ },
+ {
+ "train_step": 736,
+ "loss": 0.6878304939583998,
+ "clean_loss": 0.6699875866863709,
+ "noisy_loss_mean": 0.6937781297157427
+ },
+ {
+ "train_step": 737,
+ "loss": 0.5226656382261793,
+ "clean_loss": 0.5438896951955041,
+ "noisy_loss_mean": 0.5155909525697377
+ },
+ {
+ "train_step": 738,
+ "loss": 0.6226271931208494,
+ "clean_loss": 0.6216336816673371,
+ "noisy_loss_mean": 0.6229583636053535
+ },
+ {
+ "train_step": 739,
+ "loss": 0.6094894505287058,
+ "clean_loss": 0.6074974778766861,
+ "noisy_loss_mean": 0.6101534414127124
+ },
+ {
+ "train_step": 740,
+ "loss": 0.7938252487914018,
+ "clean_loss": 0.8094170293374435,
+ "noisy_loss_mean": 0.788627988609388
+ },
+ {
+ "train_step": 741,
+ "loss": 0.8059523459712838,
+ "clean_loss": 0.8209110024976138,
+ "noisy_loss_mean": 0.8009661271291738
+ },
+ {
+ "train_step": 742,
+ "loss": 0.5845928786598857,
+ "clean_loss": 0.6045553803118242,
+ "noisy_loss_mean": 0.5779387114425729
+ },
+ {
+ "train_step": 743,
+ "loss": 0.7730119763997357,
+ "clean_loss": 0.7744757847908343,
+ "noisy_loss_mean": 0.7725240402693695
+ },
+ {
+ "train_step": 744,
+ "loss": 0.46494660451538966,
+ "clean_loss": 0.45824171602606434,
+ "noisy_loss_mean": 0.46718156734516475
+ },
+ {
+ "train_step": 745,
+ "loss": 0.5683483316638018,
+ "clean_loss": 0.5801715707010385,
+ "noisy_loss_mean": 0.564407251984723
+ },
+ {
+ "train_step": 746,
+ "loss": 0.6163277587243955,
+ "clean_loss": 0.6204786645426932,
+ "noisy_loss_mean": 0.6149441234516296
+ },
+ {
+ "train_step": 747,
+ "loss": 0.4710348264302953,
+ "clean_loss": 0.4696527456119961,
+ "noisy_loss_mean": 0.47149552003639505
+ },
+ {
+ "train_step": 748,
+ "loss": 0.5715459896906325,
+ "clean_loss": 0.5703685044364928,
+ "noisy_loss_mean": 0.5719384847753458
+ },
+ {
+ "train_step": 749,
+ "loss": 0.5008409736853849,
+ "clean_loss": 0.49455116295137064,
+ "noisy_loss_mean": 0.5029375772633897
+ },
+ {
+ "train_step": 750,
+ "loss": 0.5368768948206496,
+ "clean_loss": 0.5277192659431351,
+ "noisy_loss_mean": 0.5399294377798212
+ },
+ {
+ "train_step": 751,
+ "loss": 0.5316123103901012,
+ "clean_loss": 0.5292155767012632,
+ "noisy_loss_mean": 0.5324112216197139
+ },
+ {
+ "train_step": 752,
+ "loss": 0.6083994223448459,
+ "clean_loss": 0.6047431302358243,
+ "noisy_loss_mean": 0.6096181863811865
+ },
+ {
+ "train_step": 753,
+ "loss": 0.5680376837785555,
+ "clean_loss": 0.5611279395897264,
+ "noisy_loss_mean": 0.5703409318414985
+ },
+ {
+ "train_step": 754,
+ "loss": 0.534015131637023,
+ "clean_loss": 0.5406947655191559,
+ "noisy_loss_mean": 0.5317885870096453
+ },
+ {
+ "train_step": 755,
+ "loss": 0.6398682809815122,
+ "clean_loss": 0.6451279231115482,
+ "noisy_loss_mean": 0.6381150669381669
+ },
+ {
+ "train_step": 756,
+ "loss": 0.45766050832268035,
+ "clean_loss": 0.46233722562703966,
+ "noisy_loss_mean": 0.45610160255456056
+ },
+ {
+ "train_step": 757,
+ "loss": 0.7081666419346484,
+ "clean_loss": 0.7070761936457682,
+ "noisy_loss_mean": 0.7085301246976083
+ },
+ {
+ "train_step": 758,
+ "loss": 0.6012376274597708,
+ "clean_loss": 0.5965482947774603,
+ "noisy_loss_mean": 0.6028007383538744
+ },
+ {
+ "train_step": 759,
+ "loss": 0.39271553554478245,
+ "clean_loss": 0.38817604160124886,
+ "noisy_loss_mean": 0.39422870019262696
+ },
+ {
+ "train_step": 760,
+ "loss": 0.6370998533364342,
+ "clean_loss": 0.6449829471943835,
+ "noisy_loss_mean": 0.6344721553837843
+ },
+ {
+ "train_step": 761,
+ "loss": 0.5291623513422397,
+ "clean_loss": 0.5298277633391466,
+ "noisy_loss_mean": 0.5289405473432707
+ },
+ {
+ "train_step": 762,
+ "loss": 0.7642231257433818,
+ "clean_loss": 0.7490968633557036,
+ "noisy_loss_mean": 0.7692652132059411
+ },
+ {
+ "train_step": 763,
+ "loss": 0.7012468798275644,
+ "clean_loss": 0.6824150333382354,
+ "noisy_loss_mean": 0.707524161990674
+ },
+ {
+ "train_step": 764,
+ "loss": 0.6116577520352984,
+ "clean_loss": 0.6059137863241628,
+ "noisy_loss_mean": 0.6135724072723435
+ },
+ {
+ "train_step": 765,
+ "loss": 0.6170358833207907,
+ "clean_loss": 0.6260576466820074,
+ "noisy_loss_mean": 0.6140286288670519
+ },
+ {
+ "train_step": 766,
+ "loss": 0.6157937262588611,
+ "clean_loss": 0.6277346517634327,
+ "noisy_loss_mean": 0.6118134177573372
+ },
+ {
+ "train_step": 767,
+ "loss": 0.7567963683062918,
+ "clean_loss": 0.7613382386502912,
+ "noisy_loss_mean": 0.7552824115249588
+ },
+ {
+ "train_step": 768,
+ "loss": 0.4030914170866886,
+ "clean_loss": 0.40296842808746247,
+ "noisy_loss_mean": 0.403132413419764
+ },
+ {
+ "train_step": 769,
+ "loss": 0.5986371864850645,
+ "clean_loss": 0.5887735992501532,
+ "noisy_loss_mean": 0.6019250488967016
+ },
+ {
+ "train_step": 770,
+ "loss": 0.7126153401486712,
+ "clean_loss": 0.7138688045652424,
+ "noisy_loss_mean": 0.7121975186764807
+ },
+ {
+ "train_step": 771,
+ "loss": 0.65990053455194,
+ "clean_loss": 0.6671370073041472,
+ "noisy_loss_mean": 0.6574883769678709
+ },
+ {
+ "train_step": 772,
+ "loss": 0.5717077482405124,
+ "clean_loss": 0.5742422011346558,
+ "noisy_loss_mean": 0.5708629306091312
+ },
+ {
+ "train_step": 773,
+ "loss": 0.5615129946853867,
+ "clean_loss": 0.5560229649829004,
+ "noisy_loss_mean": 0.5633430045862157
+ },
+ {
+ "train_step": 774,
+ "loss": 0.44117689548677624,
+ "clean_loss": 0.44179749092694104,
+ "noisy_loss_mean": 0.4409700303400547
+ },
+ {
+ "train_step": 775,
+ "loss": 0.7644256076313211,
+ "clean_loss": 0.7650036204716342,
+ "noisy_loss_mean": 0.7642329366845501
+ },
+ {
+ "train_step": 776,
+ "loss": 0.4527877538855366,
+ "clean_loss": 0.4504242815375191,
+ "noisy_loss_mean": 0.45357557800154247
+ },
+ {
+ "train_step": 777,
+ "loss": 0.983611111346544,
+ "clean_loss": 0.9890626836479259,
+ "noisy_loss_mean": 0.9817939205794168
+ },
+ {
+ "train_step": 778,
+ "loss": 0.5833393239683288,
+ "clean_loss": 0.5824840103380329,
+ "noisy_loss_mean": 0.5836244285117608
+ },
+ {
+ "train_step": 779,
+ "loss": 0.619424378178328,
+ "clean_loss": 0.6154301757760515,
+ "noisy_loss_mean": 0.6207557789790868
+ },
+ {
+ "train_step": 780,
+ "loss": 0.6450067468516628,
+ "clean_loss": 0.6513928008993985,
+ "noisy_loss_mean": 0.6428780621690842
+ },
+ {
+ "train_step": 781,
+ "loss": 0.6271466547578299,
+ "clean_loss": 0.6291945063222327,
+ "noisy_loss_mean": 0.6264640375696956
+ },
+ {
+ "train_step": 782,
+ "loss": 0.44988533204276876,
+ "clean_loss": 0.4713704070212036,
+ "noisy_loss_mean": 0.44272364038329043
+ },
+ {
+ "train_step": 783,
+ "loss": 0.6110045037137711,
+ "clean_loss": 0.6060112565957356,
+ "noisy_loss_mean": 0.6126689194197829
+ },
+ {
+ "train_step": 784,
+ "loss": 0.41190282314869087,
+ "clean_loss": 0.4240876069129962,
+ "noisy_loss_mean": 0.4078412285605891
+ },
+ {
+ "train_step": 785,
+ "loss": 0.603604838403401,
+ "clean_loss": 0.6110429074777292,
+ "noisy_loss_mean": 0.6011254820452915
+ },
+ {
+ "train_step": 786,
+ "loss": 0.5082254965399606,
+ "clean_loss": 0.4999289413774656,
+ "noisy_loss_mean": 0.5109910149274591
+ },
+ {
+ "train_step": 787,
+ "loss": 0.5551912733131367,
+ "clean_loss": 0.5715612989601551,
+ "noisy_loss_mean": 0.549734598097464
+ },
+ {
+ "train_step": 788,
+ "loss": 0.4284432135019011,
+ "clean_loss": 0.438207967209875,
+ "noisy_loss_mean": 0.4251882955992432
+ },
+ {
+ "train_step": 789,
+ "loss": 0.6884695434935096,
+ "clean_loss": 0.6787929502651558,
+ "noisy_loss_mean": 0.6916950745696276
+ },
+ {
+ "train_step": 790,
+ "loss": 0.5767235293002608,
+ "clean_loss": 0.5817599681836064,
+ "noisy_loss_mean": 0.5750447163391456
+ },
+ {
+ "train_step": 791,
+ "loss": 0.6075544529259598,
+ "clean_loss": 0.6139625456376739,
+ "noisy_loss_mean": 0.605418422022055
+ },
+ {
+ "train_step": 792,
+ "loss": 0.545814310873694,
+ "clean_loss": 0.529109096778316,
+ "noisy_loss_mean": 0.5513827155721532
+ },
+ {
+ "train_step": 793,
+ "loss": 0.5627110036581735,
+ "clean_loss": 0.5637791631375478,
+ "noisy_loss_mean": 0.562354950498382
+ },
+ {
+ "train_step": 794,
+ "loss": 0.617641219138116,
+ "clean_loss": 0.6242384370839312,
+ "noisy_loss_mean": 0.6154421464895109
+ },
+ {
+ "train_step": 795,
+ "loss": 0.7180366033209289,
+ "clean_loss": 0.7217101644227487,
+ "noisy_loss_mean": 0.7168120829536556
+ },
+ {
+ "train_step": 796,
+ "loss": 0.6401818737488334,
+ "clean_loss": 0.6484740141678205,
+ "noisy_loss_mean": 0.6374178269425045
+ },
+ {
+ "train_step": 797,
+ "loss": 0.6233952485458099,
+ "clean_loss": 0.6273539971204043,
+ "noisy_loss_mean": 0.6220756656876115
+ },
+ {
+ "train_step": 798,
+ "loss": 0.7315328908232399,
+ "clean_loss": 0.7397476124820932,
+ "noisy_loss_mean": 0.7287946502702889
+ },
+ {
+ "train_step": 799,
+ "loss": 0.511324157319559,
+ "clean_loss": 0.5091513015824829,
+ "noisy_loss_mean": 0.5120484425652511
+ },
+ {
+ "train_step": 800,
+ "loss": 0.6956466952170909,
+ "clean_loss": 0.7200610481013743,
+ "noisy_loss_mean": 0.6875085775889964
+ },
+ {
+ "train_step": 801,
+ "loss": 0.5425006874911713,
+ "clean_loss": 0.5393017428310884,
+ "noisy_loss_mean": 0.5435670023778655
+ },
+ {
+ "train_step": 802,
+ "loss": 0.5479591318933132,
+ "clean_loss": 0.5381486453441724,
+ "noisy_loss_mean": 0.5512292940763602
+ },
+ {
+ "train_step": 803,
+ "loss": 0.6277277390439926,
+ "clean_loss": 0.6214524570794712,
+ "noisy_loss_mean": 0.629819499698833
+ },
+ {
+ "train_step": 804,
+ "loss": 0.7382633844806403,
+ "clean_loss": 0.7221897651104581,
+ "noisy_loss_mean": 0.7436212576040343
+ },
+ {
+ "train_step": 805,
+ "loss": 0.6514614687846247,
+ "clean_loss": 0.6473075648472155,
+ "noisy_loss_mean": 0.6528461034304279
+ },
+ {
+ "train_step": 806,
+ "loss": 0.6459458931964474,
+ "clean_loss": 0.6271653734563372,
+ "noisy_loss_mean": 0.6522060664431507
+ },
+ {
+ "train_step": 807,
+ "loss": 0.5464437875258165,
+ "clean_loss": 0.5632598195373272,
+ "noisy_loss_mean": 0.5408384435219796
+ },
+ {
+ "train_step": 808,
+ "loss": 0.5526371237171578,
+ "clean_loss": 0.5594810793297522,
+ "noisy_loss_mean": 0.5503558051796262
+ },
+ {
+ "train_step": 809,
+ "loss": 0.7219939001657114,
+ "clean_loss": 0.7127380542921914,
+ "noisy_loss_mean": 0.7250791821235514
+ },
+ {
+ "train_step": 810,
+ "loss": 0.6392395182646493,
+ "clean_loss": 0.6398159083125392,
+ "noisy_loss_mean": 0.6390473882486859
+ },
+ {
+ "train_step": 811,
+ "loss": 0.5049537257413449,
+ "clean_loss": 0.5051288330802864,
+ "noisy_loss_mean": 0.5048953566283644
+ },
+ {
+ "train_step": 812,
+ "loss": 0.5735507750633528,
+ "clean_loss": 0.5643222438575738,
+ "noisy_loss_mean": 0.5766269521319457
+ },
+ {
+ "train_step": 813,
+ "loss": 0.5307628315660201,
+ "clean_loss": 0.536130698346371,
+ "noisy_loss_mean": 0.5289735426392365
+ },
+ {
+ "train_step": 814,
+ "loss": 0.7376588421384603,
+ "clean_loss": 0.7458309440995515,
+ "noisy_loss_mean": 0.7349348081514299
+ },
+ {
+ "train_step": 815,
+ "loss": 0.5494415258980184,
+ "clean_loss": 0.5558096355362119,
+ "noisy_loss_mean": 0.5473188226852872
+ },
+ {
+ "train_step": 816,
+ "loss": 0.4020432958591931,
+ "clean_loss": 0.38952619825660795,
+ "noisy_loss_mean": 0.4062156617267214
+ },
+ {
+ "train_step": 817,
+ "loss": 0.4059735424078891,
+ "clean_loss": 0.4056308090677462,
+ "noisy_loss_mean": 0.40608778685460334
+ },
+ {
+ "train_step": 818,
+ "loss": 0.5711618833535671,
+ "clean_loss": 0.5648059216370973,
+ "noisy_loss_mean": 0.5732805372590569
+ },
+ {
+ "train_step": 819,
+ "loss": 0.6854168670655743,
+ "clean_loss": 0.6889119829535515,
+ "noisy_loss_mean": 0.6842518284362483
+ },
+ {
+ "train_step": 820,
+ "loss": 0.6449854775604217,
+ "clean_loss": 0.6483814269272756,
+ "noisy_loss_mean": 0.643853494438137
+ },
+ {
+ "train_step": 821,
+ "loss": 0.7806700006785054,
+ "clean_loss": 0.751476514346984,
+ "noisy_loss_mean": 0.7904011627890126
+ },
+ {
+ "train_step": 822,
+ "loss": 0.709482497176511,
+ "clean_loss": 0.7047570148839063,
+ "noisy_loss_mean": 0.7110576579407125
+ },
+ {
+ "train_step": 823,
+ "loss": 0.746582440691725,
+ "clean_loss": 0.7496154762031931,
+ "noisy_loss_mean": 0.7455714288545687
+ },
+ {
+ "train_step": 824,
+ "loss": 0.4525620539918744,
+ "clean_loss": 0.4485867823379901,
+ "noisy_loss_mean": 0.45388714454316914
+ },
+ {
+ "train_step": 825,
+ "loss": 0.5903720358231641,
+ "clean_loss": 0.5886166635372817,
+ "noisy_loss_mean": 0.5909571599184583
+ },
+ {
+ "train_step": 826,
+ "loss": 0.7520763004327387,
+ "clean_loss": 0.7623070384069496,
+ "noisy_loss_mean": 0.748666054441335
+ },
+ {
+ "train_step": 827,
+ "loss": 0.41657422216632745,
+ "clean_loss": 0.41242509357087276,
+ "noisy_loss_mean": 0.41795726503147906
+ },
+ {
+ "train_step": 828,
+ "loss": 0.731743670266227,
+ "clean_loss": 0.7322382109148224,
+ "noisy_loss_mean": 0.7315788233833618
+ },
+ {
+ "train_step": 829,
+ "loss": 0.5983764575515771,
+ "clean_loss": 0.5980168248195876,
+ "noisy_loss_mean": 0.5984963351289071
+ },
+ {
+ "train_step": 830,
+ "loss": 0.7235590161062264,
+ "clean_loss": 0.7235518642957681,
+ "noisy_loss_mean": 0.7235614000430459
+ },
+ {
+ "train_step": 831,
+ "loss": 0.909072092789764,
+ "clean_loss": 0.9159932472948955,
+ "noisy_loss_mean": 0.9067650412880535
+ },
+ {
+ "train_step": 832,
+ "loss": 0.8019190796561302,
+ "clean_loss": 0.8035621323074529,
+ "noisy_loss_mean": 0.8013713954390226
+ },
+ {
+ "train_step": 833,
+ "loss": 0.5201917879192213,
+ "clean_loss": 0.51380862326609,
+ "noisy_loss_mean": 0.522319509470265
+ },
+ {
+ "train_step": 834,
+ "loss": 0.5917255273785005,
+ "clean_loss": 0.604740751109984,
+ "noisy_loss_mean": 0.5873871194680059
+ },
+ {
+ "train_step": 835,
+ "loss": 0.7123719350437114,
+ "clean_loss": 0.7167544222611801,
+ "noisy_loss_mean": 0.7109111059712219
+ },
+ {
+ "train_step": 836,
+ "loss": 0.6731314042389974,
+ "clean_loss": 0.6985531711035325,
+ "noisy_loss_mean": 0.664657481950819
+ },
+ {
+ "train_step": 837,
+ "loss": 0.40892542816976385,
+ "clean_loss": 0.41564862379743733,
+ "noisy_loss_mean": 0.4066843629605393
+ },
+ {
+ "train_step": 838,
+ "loss": 0.6362110396549425,
+ "clean_loss": 0.6325617471141888,
+ "noisy_loss_mean": 0.6374274705018603
+ },
+ {
+ "train_step": 839,
+ "loss": 0.8548915905730217,
+ "clean_loss": 0.8631409414996811,
+ "noisy_loss_mean": 0.8521418069308019
+ },
+ {
+ "train_step": 840,
+ "loss": 0.5605908529915349,
+ "clean_loss": 0.5521265259241315,
+ "noisy_loss_mean": 0.5634122953473361
+ },
+ {
+ "train_step": 841,
+ "loss": 0.5690647219174207,
+ "clean_loss": 0.5751422373462922,
+ "noisy_loss_mean": 0.5670388834411303
+ },
+ {
+ "train_step": 842,
+ "loss": 0.5175099815747077,
+ "clean_loss": 0.5078672605058662,
+ "noisy_loss_mean": 0.5207242219309883
+ },
+ {
+ "train_step": 843,
+ "loss": 0.7290132149506121,
+ "clean_loss": 0.7281324643360966,
+ "noisy_loss_mean": 0.7293067984887841
+ },
+ {
+ "train_step": 844,
+ "loss": 0.5642133007969082,
+ "clean_loss": 0.5679856480163795,
+ "noisy_loss_mean": 0.5629558517237512
+ },
+ {
+ "train_step": 845,
+ "loss": 0.574104479366452,
+ "clean_loss": 0.5678501849014281,
+ "noisy_loss_mean": 0.5761892441881268
+ },
+ {
+ "train_step": 846,
+ "loss": 0.6060942906641527,
+ "clean_loss": 0.5982273357085152,
+ "noisy_loss_mean": 0.6087166089826984
+ },
+ {
+ "train_step": 847,
+ "loss": 0.5137486046359834,
+ "clean_loss": 0.5139535387663412,
+ "noisy_loss_mean": 0.5136802932591974
+ },
+ {
+ "train_step": 848,
+ "loss": 0.4077919416242769,
+ "clean_loss": 0.40852052489912966,
+ "noisy_loss_mean": 0.4075490805326593
+ },
+ {
+ "train_step": 849,
+ "loss": 0.6618314437531054,
+ "clean_loss": 0.6739771297032326,
+ "noisy_loss_mean": 0.6577828817697297
+ },
+ {
+ "train_step": 850,
+ "loss": 0.6148279278942543,
+ "clean_loss": 0.6169402176480121,
+ "noisy_loss_mean": 0.6141238313096683
+ },
+ {
+ "train_step": 851,
+ "loss": 0.6724593572942351,
+ "clean_loss": 0.6655981064991241,
+ "noisy_loss_mean": 0.6747464408926055
+ },
+ {
+ "train_step": 852,
+ "loss": 0.6683449719112599,
+ "clean_loss": 0.6481381846870506,
+ "noisy_loss_mean": 0.6750805676526629
+ },
+ {
+ "train_step": 853,
+ "loss": 0.6113230685264894,
+ "clean_loss": 0.6208449869207431,
+ "noisy_loss_mean": 0.6081490957284049
+ },
+ {
+ "train_step": 854,
+ "loss": 0.4235364286516728,
+ "clean_loss": 0.4218419608959654,
+ "noisy_loss_mean": 0.4241012512369086
+ },
+ {
+ "train_step": 855,
+ "loss": 0.5223194192257609,
+ "clean_loss": 0.5151994192503725,
+ "noisy_loss_mean": 0.5246927525508903
+ },
+ {
+ "train_step": 856,
+ "loss": 0.6308012700158125,
+ "clean_loss": 0.6244868881891058,
+ "noisy_loss_mean": 0.632906063958048
+ },
+ {
+ "train_step": 857,
+ "loss": 0.5021878610516484,
+ "clean_loss": 0.496672852453822,
+ "noisy_loss_mean": 0.5040261972509237
+ },
+ {
+ "train_step": 858,
+ "loss": 0.7976200801637052,
+ "clean_loss": 0.7862236736271336,
+ "noisy_loss_mean": 0.8014188823425624
+ },
+ {
+ "train_step": 859,
+ "loss": 0.5647392803454773,
+ "clean_loss": 0.5617262741595324,
+ "noisy_loss_mean": 0.5657436157407923
+ },
+ {
+ "train_step": 860,
+ "loss": 0.6534214938498968,
+ "clean_loss": 0.6371070051311566,
+ "noisy_loss_mean": 0.6588596567561434
+ },
+ {
+ "train_step": 861,
+ "loss": 0.516427064415749,
+ "clean_loss": 0.5151756610737324,
+ "noisy_loss_mean": 0.516844198863088
+ },
+ {
+ "train_step": 862,
+ "loss": 0.6605962860963723,
+ "clean_loss": 0.6697605632831152,
+ "noisy_loss_mean": 0.6575415270341246
+ },
+ {
+ "train_step": 863,
+ "loss": 0.76606271558689,
+ "clean_loss": 0.7480753246752085,
+ "noisy_loss_mean": 0.7720585125574505
+ },
+ {
+ "train_step": 864,
+ "loss": 0.447454167761144,
+ "clean_loss": 0.4495907893924738,
+ "noisy_loss_mean": 0.44674196055070065
+ },
+ {
+ "train_step": 865,
+ "loss": 0.8048437382188466,
+ "clean_loss": 0.8167852974293749,
+ "noisy_loss_mean": 0.8008632184820038
+ },
+ {
+ "train_step": 866,
+ "loss": 0.4462196371732876,
+ "clean_loss": 0.44474712035244035,
+ "noisy_loss_mean": 0.44671047611357
+ },
+ {
+ "train_step": 867,
+ "loss": 0.5774097908183098,
+ "clean_loss": 0.584825131530244,
+ "noisy_loss_mean": 0.5749380105809984
+ },
+ {
+ "train_step": 868,
+ "loss": 0.5663428741583798,
+ "clean_loss": 0.5738919290586316,
+ "noisy_loss_mean": 0.5638265225249625
+ },
+ {
+ "train_step": 869,
+ "loss": 0.3958887332359552,
+ "clean_loss": 0.39944587492365796,
+ "noisy_loss_mean": 0.3947030193400543
+ },
+ {
+ "train_step": 870,
+ "loss": 0.7781522322391164,
+ "clean_loss": 0.7631153040574362,
+ "noisy_loss_mean": 0.7831645416330097
+ },
+ {
+ "train_step": 871,
+ "loss": 0.6670784159987952,
+ "clean_loss": 0.6619031410279093,
+ "noisy_loss_mean": 0.6688035076557574
+ },
+ {
+ "train_step": 872,
+ "loss": 0.5779464281653061,
+ "clean_loss": 0.5736631558597084,
+ "noisy_loss_mean": 0.5793741856005052
+ },
+ {
+ "train_step": 873,
+ "loss": 0.5193112843536265,
+ "clean_loss": 0.5307245511464711,
+ "noisy_loss_mean": 0.515506862089345
+ },
+ {
+ "train_step": 874,
+ "loss": 0.8119244863199495,
+ "clean_loss": 0.8135183866894619,
+ "noisy_loss_mean": 0.8113931861967787
+ },
+ {
+ "train_step": 875,
+ "loss": 0.6929366762501497,
+ "clean_loss": 0.7013328995101655,
+ "noisy_loss_mean": 0.6901379351634777
+ },
+ {
+ "train_step": 876,
+ "loss": 0.5120513143934926,
+ "clean_loss": 0.5152249545431056,
+ "noisy_loss_mean": 0.5109934343436217
+ },
+ {
+ "train_step": 877,
+ "loss": 0.6249605640310822,
+ "clean_loss": 0.6211710271513149,
+ "noisy_loss_mean": 0.6262237429910047
+ },
+ {
+ "train_step": 878,
+ "loss": 0.5281004090107821,
+ "clean_loss": 0.5181464333484627,
+ "noisy_loss_mean": 0.5314184008982219
+ },
+ {
+ "train_step": 879,
+ "loss": 0.4618058621124531,
+ "clean_loss": 0.4530779350627492,
+ "noisy_loss_mean": 0.464715171129021
+ },
+ {
+ "train_step": 880,
+ "loss": 0.635152376901964,
+ "clean_loss": 0.6073278905416347,
+ "noisy_loss_mean": 0.6444272056887405
+ },
+ {
+ "train_step": 881,
+ "loss": 0.7081252798337019,
+ "clean_loss": 0.7036238267458229,
+ "noisy_loss_mean": 0.7096257641963283
+ },
+ {
+ "train_step": 882,
+ "loss": 0.5411635403083557,
+ "clean_loss": 0.543577228001201,
+ "noisy_loss_mean": 0.5403589777440739
+ },
+ {
+ "train_step": 883,
+ "loss": 0.32133974639509655,
+ "clean_loss": 0.3147348619631826,
+ "noisy_loss_mean": 0.32354137453906784
+ },
+ {
+ "train_step": 884,
+ "loss": 0.5332477755581678,
+ "clean_loss": 0.5285063341716426,
+ "noisy_loss_mean": 0.5348282560203429
+ },
+ {
+ "train_step": 885,
+ "loss": 0.5904606272162021,
+ "clean_loss": 0.5804528042712126,
+ "noisy_loss_mean": 0.5937965681978653
+ },
+ {
+ "train_step": 886,
+ "loss": 0.6329730564976399,
+ "clean_loss": 0.6331417454746955,
+ "noisy_loss_mean": 0.6329168268386214
+ },
+ {
+ "train_step": 887,
+ "loss": 0.5488626227190013,
+ "clean_loss": 0.5391801840253825,
+ "noisy_loss_mean": 0.5520901022835409
+ },
+ {
+ "train_step": 888,
+ "loss": 0.6115387902035251,
+ "clean_loss": 0.6000540667970989,
+ "noisy_loss_mean": 0.6153670313390004
+ },
+ {
+ "train_step": 889,
+ "loss": 0.46737167730894524,
+ "clean_loss": 0.4645909642516098,
+ "noisy_loss_mean": 0.46829858166139043
+ },
+ {
+ "train_step": 890,
+ "loss": 0.5513047759385139,
+ "clean_loss": 0.5398925227499741,
+ "noisy_loss_mean": 0.5551088603346939
+ },
+ {
+ "train_step": 891,
+ "loss": 0.7068206209958435,
+ "clean_loss": 0.7056294959510188,
+ "noisy_loss_mean": 0.7072176626774517
+ },
+ {
+ "train_step": 892,
+ "loss": 0.6733347763581535,
+ "clean_loss": 0.6723028361688961,
+ "noisy_loss_mean": 0.6736787564212393
+ },
+ {
+ "train_step": 893,
+ "loss": 0.6424879651308841,
+ "clean_loss": 0.6424814531635391,
+ "noisy_loss_mean": 0.6424901357866657
+ },
+ {
+ "train_step": 894,
+ "loss": 0.6404929953753202,
+ "clean_loss": 0.6279001058131707,
+ "noisy_loss_mean": 0.6446906252293699
+ },
+ {
+ "train_step": 895,
+ "loss": 0.5355024983295894,
+ "clean_loss": 0.5440301738983528,
+ "noisy_loss_mean": 0.5326599398066683
+ },
+ {
+ "train_step": 896,
+ "loss": 0.5742164986357338,
+ "clean_loss": 0.5719537508963223,
+ "noisy_loss_mean": 0.5749707478822043
+ },
+ {
+ "train_step": 897,
+ "loss": 0.5006336613308958,
+ "clean_loss": 0.5028287879788491,
+ "noisy_loss_mean": 0.4999019524482447
+ },
+ {
+ "train_step": 898,
+ "loss": 0.6898784714884174,
+ "clean_loss": 0.6810215834108901,
+ "noisy_loss_mean": 0.6928307675142599
+ },
+ {
+ "train_step": 899,
+ "loss": 0.85166455294717,
+ "clean_loss": 0.8457350584296779,
+ "noisy_loss_mean": 0.8536410511196674
+ },
+ {
+ "train_step": 900,
+ "loss": 0.5106780291873771,
+ "clean_loss": 0.5025435990342224,
+ "noisy_loss_mean": 0.5133895059050954
+ },
+ {
+ "train_step": 901,
+ "loss": 0.6566254538430641,
+ "clean_loss": 0.6588729803860756,
+ "noisy_loss_mean": 0.655876278328727
+ },
+ {
+ "train_step": 902,
+ "loss": 0.6381645514621372,
+ "clean_loss": 0.6360765149369724,
+ "noisy_loss_mean": 0.6388605636371922
+ },
+ {
+ "train_step": 903,
+ "loss": 0.6384457138882107,
+ "clean_loss": 0.6250739344520717,
+ "noisy_loss_mean": 0.6429029737002571
+ },
+ {
+ "train_step": 904,
+ "loss": 0.4262811283474761,
+ "clean_loss": 0.41220962256007926,
+ "noisy_loss_mean": 0.4309716302766084
+ },
+ {
+ "train_step": 905,
+ "loss": 0.6708718950211368,
+ "clean_loss": 0.678943896550849,
+ "noisy_loss_mean": 0.668181227844566
+ },
+ {
+ "train_step": 906,
+ "loss": 0.8931816637597195,
+ "clean_loss": 0.8983816319081286,
+ "noisy_loss_mean": 0.8914483410435832
+ },
+ {
+ "train_step": 907,
+ "loss": 0.6987159414853824,
+ "clean_loss": 0.7045856179745907,
+ "noisy_loss_mean": 0.6967593826556464
+ },
+ {
+ "train_step": 908,
+ "loss": 0.6255609592019591,
+ "clean_loss": 0.6285594268017601,
+ "noisy_loss_mean": 0.6245614700020256
+ },
+ {
+ "train_step": 909,
+ "loss": 0.6001453685519341,
+ "clean_loss": 0.5947834489306358,
+ "noisy_loss_mean": 0.6019326750923669
+ },
+ {
+ "train_step": 910,
+ "loss": 0.7850283505578348,
+ "clean_loss": 0.7830899944454132,
+ "noisy_loss_mean": 0.7856744692619754
+ },
+ {
+ "train_step": 911,
+ "loss": 0.7365654501352422,
+ "clean_loss": 0.7351206761881409,
+ "noisy_loss_mean": 0.7370470414509427
+ },
+ {
+ "train_step": 912,
+ "loss": 0.49394620154773583,
+ "clean_loss": 0.506429932876989,
+ "noisy_loss_mean": 0.4897849577713181
+ },
+ {
+ "train_step": 913,
+ "loss": 0.5707788164553302,
+ "clean_loss": 0.5632436696730334,
+ "noisy_loss_mean": 0.5732905320494293
+ },
+ {
+ "train_step": 914,
+ "loss": 0.7430259507681538,
+ "clean_loss": 0.7427641983716443,
+ "noisy_loss_mean": 0.7431132015669902
+ },
+ {
+ "train_step": 915,
+ "loss": 0.7791652150830466,
+ "clean_loss": 0.7788255276567024,
+ "noisy_loss_mean": 0.7792784442251613
+ },
+ {
+ "train_step": 916,
+ "loss": 0.4777727301806775,
+ "clean_loss": 0.4706086722869338,
+ "noisy_loss_mean": 0.48016074947859205
+ },
+ {
+ "train_step": 917,
+ "loss": 0.8147932753265938,
+ "clean_loss": 0.8174464534415281,
+ "noisy_loss_mean": 0.8139088826216158
+ },
+ {
+ "train_step": 918,
+ "loss": 0.5209558761131816,
+ "clean_loss": 0.5038838328383998,
+ "noisy_loss_mean": 0.5266465572047756
+ },
+ {
+ "train_step": 919,
+ "loss": 0.5544480116671471,
+ "clean_loss": 0.555863782578336,
+ "noisy_loss_mean": 0.553976088030084
+ },
+ {
+ "train_step": 920,
+ "loss": 0.4838187881834418,
+ "clean_loss": 0.4807254873336808,
+ "noisy_loss_mean": 0.48484988846669547
+ },
+ {
+ "train_step": 921,
+ "loss": 0.6723898891578101,
+ "clean_loss": 0.6772978645651023,
+ "noisy_loss_mean": 0.6707538973553793
+ },
+ {
+ "train_step": 922,
+ "loss": 0.6414416183193026,
+ "clean_loss": 0.6485428048848608,
+ "noisy_loss_mean": 0.6390745561307831
+ },
+ {
+ "train_step": 923,
+ "loss": 0.4984144796225707,
+ "clean_loss": 0.5026318909218865,
+ "noisy_loss_mean": 0.49700867585613207
+ },
+ {
+ "train_step": 924,
+ "loss": 0.5269512311512867,
+ "clean_loss": 0.5194011790224732,
+ "noisy_loss_mean": 0.5294679151942246
+ },
+ {
+ "train_step": 925,
+ "loss": 0.5102249362489076,
+ "clean_loss": 0.5065163143303162,
+ "noisy_loss_mean": 0.5114611435551047
+ },
+ {
+ "train_step": 926,
+ "loss": 0.5055672195946668,
+ "clean_loss": 0.5058305386929028,
+ "noisy_loss_mean": 0.5054794465619215
+ },
+ {
+ "train_step": 927,
+ "loss": 0.5353544115296985,
+ "clean_loss": 0.5308908746484508,
+ "noisy_loss_mean": 0.5368422571567811
+ },
+ {
+ "train_step": 928,
+ "loss": 0.5320985467410886,
+ "clean_loss": 0.5409245113516172,
+ "noisy_loss_mean": 0.5291565585375791
+ },
+ {
+ "train_step": 929,
+ "loss": 0.5961033453864586,
+ "clean_loss": 0.5939328665455708,
+ "noisy_loss_mean": 0.5968268383334213
+ },
+ {
+ "train_step": 930,
+ "loss": 0.5948685582745785,
+ "clean_loss": 0.5875254842779066,
+ "noisy_loss_mean": 0.5973162496068025
+ },
+ {
+ "train_step": 931,
+ "loss": 0.7928987287695186,
+ "clean_loss": 0.7758803069021679,
+ "noisy_loss_mean": 0.7985715360586355
+ },
+ {
+ "train_step": 932,
+ "loss": 0.5513518820221945,
+ "clean_loss": 0.5494536059095305,
+ "noisy_loss_mean": 0.5519846407264158
+ },
+ {
+ "train_step": 933,
+ "loss": 0.4888631436945304,
+ "clean_loss": 0.49369310072266054,
+ "noisy_loss_mean": 0.48725315801848695
+ },
+ {
+ "train_step": 934,
+ "loss": 0.5380338344601736,
+ "clean_loss": 0.5374331977502752,
+ "noisy_loss_mean": 0.5382340466968064
+ },
+ {
+ "train_step": 935,
+ "loss": 0.5869556415908984,
+ "clean_loss": 0.5764828985127485,
+ "noisy_loss_mean": 0.5904465559502817
+ },
+ {
+ "train_step": 936,
+ "loss": 0.5254627810892943,
+ "clean_loss": 0.5287396425412446,
+ "noisy_loss_mean": 0.5243704939386443
+ },
+ {
+ "train_step": 937,
+ "loss": 0.5615986985116624,
+ "clean_loss": 0.56797814728043,
+ "noisy_loss_mean": 0.5594722155887398
+ },
+ {
+ "train_step": 938,
+ "loss": 0.7167241686617165,
+ "clean_loss": 0.7191853472964885,
+ "noisy_loss_mean": 0.7159037757834592
+ },
+ {
+ "train_step": 939,
+ "loss": 0.29901763857911773,
+ "clean_loss": 0.2889906494134027,
+ "noisy_loss_mean": 0.30235996830102274
+ },
+ {
+ "train_step": 940,
+ "loss": 0.4941126262508546,
+ "clean_loss": 0.4967052369629238,
+ "noisy_loss_mean": 0.49324842268016483
+ },
+ {
+ "train_step": 941,
+ "loss": 0.502989127194453,
+ "clean_loss": 0.49424294333411734,
+ "noisy_loss_mean": 0.5059045218145649
+ },
+ {
+ "train_step": 942,
+ "loss": 0.6749990327845425,
+ "clean_loss": 0.6793508068265764,
+ "noisy_loss_mean": 0.6735484414371978
+ },
+ {
+ "train_step": 943,
+ "loss": 0.5121008636185559,
+ "clean_loss": 0.5213001435768738,
+ "noisy_loss_mean": 0.5090344369657832
+ },
+ {
+ "train_step": 944,
+ "loss": 0.6578173426147059,
+ "clean_loss": 0.6486998993525476,
+ "noisy_loss_mean": 0.6608564903687587
+ },
+ {
+ "train_step": 945,
+ "loss": 0.5898909290715038,
+ "clean_loss": 0.5952965729199878,
+ "noisy_loss_mean": 0.5880890477886758
+ },
+ {
+ "train_step": 946,
+ "loss": 0.5818767686345225,
+ "clean_loss": 0.5927618516396198,
+ "noisy_loss_mean": 0.5782484076328235
+ },
+ {
+ "train_step": 947,
+ "loss": 0.43827982169975654,
+ "clean_loss": 0.45046775167356007,
+ "noisy_loss_mean": 0.4342171783751554
+ },
+ {
+ "train_step": 948,
+ "loss": 0.6184580382779451,
+ "clean_loss": 0.6084113398576746,
+ "noisy_loss_mean": 0.6218069377513686
+ },
+ {
+ "train_step": 949,
+ "loss": 0.5132687024609023,
+ "clean_loss": 0.5084873790844472,
+ "noisy_loss_mean": 0.5148624769197206
+ },
+ {
+ "train_step": 950,
+ "loss": 0.7737009170614629,
+ "clean_loss": 0.781474771583853,
+ "noisy_loss_mean": 0.7711096322206662
+ },
+ {
+ "train_step": 951,
+ "loss": 0.6604284472701287,
+ "clean_loss": 0.6653311911766929,
+ "noisy_loss_mean": 0.6587941993012739
+ },
+ {
+ "train_step": 952,
+ "loss": 0.6769955486901835,
+ "clean_loss": 0.6729211953896099,
+ "noisy_loss_mean": 0.6783536664570415
+ },
+ {
+ "train_step": 953,
+ "loss": 0.7091994921360295,
+ "clean_loss": 0.7007317721231464,
+ "noisy_loss_mean": 0.7120220654736572
+ },
+ {
+ "train_step": 954,
+ "loss": 0.6332419342121389,
+ "clean_loss": 0.640882757825716,
+ "noisy_loss_mean": 0.6306949930076132
+ },
+ {
+ "train_step": 955,
+ "loss": 0.5082920959532927,
+ "clean_loss": 0.5125273666335822,
+ "noisy_loss_mean": 0.506880339059863
+ },
+ {
+ "train_step": 956,
+ "loss": 0.5155596775713103,
+ "clean_loss": 0.5204965741215604,
+ "noisy_loss_mean": 0.5139140453878935
+ },
+ {
+ "train_step": 957,
+ "loss": 0.5596449312530978,
+ "clean_loss": 0.5522660255160113,
+ "noisy_loss_mean": 0.5621045664987933
+ },
+ {
+ "train_step": 958,
+ "loss": 0.3998670336804283,
+ "clean_loss": 0.392778638766643,
+ "noisy_loss_mean": 0.40222983198502343
+ },
+ {
+ "train_step": 959,
+ "loss": 0.7790387349417742,
+ "clean_loss": 0.7839397574228179,
+ "noisy_loss_mean": 0.7774050607814263
+ },
+ {
+ "train_step": 960,
+ "loss": 0.6914309172876711,
+ "clean_loss": 0.6775668811757908,
+ "noisy_loss_mean": 0.696052262658298
+ },
+ {
+ "train_step": 961,
+ "loss": 0.6789559916898662,
+ "clean_loss": 0.7023748258357853,
+ "noisy_loss_mean": 0.6711497136412264
+ },
+ {
+ "train_step": 962,
+ "loss": 0.4719534553810671,
+ "clean_loss": 0.45552464416267774,
+ "noisy_loss_mean": 0.4774297257871969
+ },
+ {
+ "train_step": 963,
+ "loss": 0.8304084818467319,
+ "clean_loss": 0.8216435452598537,
+ "noisy_loss_mean": 0.8333301273756913
+ },
+ {
+ "train_step": 964,
+ "loss": 0.6432078826080166,
+ "clean_loss": 0.6492739841018033,
+ "noisy_loss_mean": 0.6411858487767544
+ },
+ {
+ "train_step": 965,
+ "loss": 0.5457326495871103,
+ "clean_loss": 0.5456344789170375,
+ "noisy_loss_mean": 0.5457653731438014
+ },
+ {
+ "train_step": 966,
+ "loss": 0.646514857169498,
+ "clean_loss": 0.6458648037854579,
+ "noisy_loss_mean": 0.6467315416308447
+ },
+ {
+ "train_step": 967,
+ "loss": 0.5920060089576807,
+ "clean_loss": 0.604454636015281,
+ "noisy_loss_mean": 0.5878564666051473
+ },
+ {
+ "train_step": 968,
+ "loss": 0.5094372886889724,
+ "clean_loss": 0.5027764755348314,
+ "noisy_loss_mean": 0.5116575597403528
+ },
+ {
+ "train_step": 969,
+ "loss": 0.686959513161544,
+ "clean_loss": 0.6819384096258791,
+ "noisy_loss_mean": 0.6886332143400989
+ },
+ {
+ "train_step": 970,
+ "loss": 0.5399832846163285,
+ "clean_loss": 0.5243137071256472,
+ "noisy_loss_mean": 0.5452064771132222
+ },
+ {
+ "train_step": 971,
+ "loss": 0.642499330176441,
+ "clean_loss": 0.6489457838669976,
+ "noisy_loss_mean": 0.6403505122795888
+ },
+ {
+ "train_step": 972,
+ "loss": 0.5081910973656842,
+ "clean_loss": 0.4941596693054572,
+ "noisy_loss_mean": 0.5128682400524265
+ },
+ {
+ "train_step": 973,
+ "loss": 0.5931522155429121,
+ "clean_loss": 0.6002920238820179,
+ "noisy_loss_mean": 0.5907722794298769
+ },
+ {
+ "train_step": 974,
+ "loss": 0.7511758668764505,
+ "clean_loss": 0.7484982552773748,
+ "noisy_loss_mean": 0.7520684040761424
+ },
+ {
+ "train_step": 975,
+ "loss": 0.7518090232273648,
+ "clean_loss": 0.7537470567214195,
+ "noisy_loss_mean": 0.7511630120626798
+ },
+ {
+ "train_step": 976,
+ "loss": 0.6696149854660098,
+ "clean_loss": 0.6525211646107947,
+ "noisy_loss_mean": 0.6753129257510816
+ },
+ {
+ "train_step": 977,
+ "loss": 0.6340484671809514,
+ "clean_loss": 0.6231415133661552,
+ "noisy_loss_mean": 0.6376841184525502
+ },
+ {
+ "train_step": 978,
+ "loss": 0.6190761405760848,
+ "clean_loss": 0.6208301889365759,
+ "noisy_loss_mean": 0.6184914577892545
+ },
+ {
+ "train_step": 979,
+ "loss": 0.7949618567653216,
+ "clean_loss": 0.7920998557553046,
+ "noisy_loss_mean": 0.7959158571019941
+ },
+ {
+ "train_step": 980,
+ "loss": 0.601484313032865,
+ "clean_loss": 0.610561072240568,
+ "noisy_loss_mean": 0.5984587266302973
+ },
+ {
+ "train_step": 981,
+ "loss": 0.4406207814619211,
+ "clean_loss": 0.4465950193352995,
+ "noisy_loss_mean": 0.4386293688374616
+ },
+ {
+ "train_step": 982,
+ "loss": 0.5778971764390293,
+ "clean_loss": 0.5741707978117712,
+ "noisy_loss_mean": 0.5791393026481152
+ },
+ {
+ "train_step": 983,
+ "loss": 0.45313223495790356,
+ "clean_loss": 0.447774698919862,
+ "noisy_loss_mean": 0.4549180803039174
+ },
+ {
+ "train_step": 984,
+ "loss": 0.6092099420720551,
+ "clean_loss": 0.6139952409035083,
+ "noisy_loss_mean": 0.6076148424615708
+ },
+ {
+ "train_step": 985,
+ "loss": 0.79117544350636,
+ "clean_loss": 0.8075318299808928,
+ "noisy_loss_mean": 0.7857233146815158
+ },
+ {
+ "train_step": 986,
+ "loss": 0.4449030825068212,
+ "clean_loss": 0.4456265266435284,
+ "noisy_loss_mean": 0.44466193446125213
+ },
+ {
+ "train_step": 987,
+ "loss": 0.5851906661858064,
+ "clean_loss": 0.5765458054566479,
+ "noisy_loss_mean": 0.5880722864288592
+ },
+ {
+ "train_step": 988,
+ "loss": 0.8977419540032621,
+ "clean_loss": 0.8956855242163343,
+ "noisy_loss_mean": 0.8984274305989045
+ },
+ {
+ "train_step": 989,
+ "loss": 0.6477532901576982,
+ "clean_loss": 0.6565308000197853,
+ "noisy_loss_mean": 0.6448274535370025
+ },
+ {
+ "train_step": 990,
+ "loss": 0.5053546409421308,
+ "clean_loss": 0.5045347805802496,
+ "noisy_loss_mean": 0.5056279277294244
+ },
+ {
+ "train_step": 991,
+ "loss": 0.7855996959893046,
+ "clean_loss": 0.7841963751551033,
+ "noisy_loss_mean": 0.7860674696007051
+ },
+ {
+ "train_step": 992,
+ "loss": 0.7124122379172025,
+ "clean_loss": 0.7098902990386082,
+ "noisy_loss_mean": 0.7132528842100673
+ },
+ {
+ "train_step": 993,
+ "loss": 0.7162047629606845,
+ "clean_loss": 0.7150027202761459,
+ "noisy_loss_mean": 0.7166054438555306
+ },
+ {
+ "train_step": 994,
+ "loss": 0.47516264919644824,
+ "clean_loss": 0.4839130081904671,
+ "noisy_loss_mean": 0.4722458628651087
+ },
+ {
+ "train_step": 995,
+ "loss": 0.38285464671631997,
+ "clean_loss": 0.3812957904951082,
+ "noisy_loss_mean": 0.3833742654567238
+ },
+ {
+ "train_step": 996,
+ "loss": 0.6686594432573224,
+ "clean_loss": 0.648886284705857,
+ "noisy_loss_mean": 0.675250496107811
+ },
+ {
+ "train_step": 997,
+ "loss": 0.4243521424939953,
+ "clean_loss": 0.4239499495417598,
+ "noisy_loss_mean": 0.42448620681140703
+ },
+ {
+ "train_step": 998,
+ "loss": 0.47581664448563626,
+ "clean_loss": 0.48364520406472894,
+ "noisy_loss_mean": 0.47320712462593867
+ },
+ {
+ "train_step": 999,
+ "loss": 0.6625979829083036,
+ "clean_loss": 0.6527644254607302,
+ "noisy_loss_mean": 0.6658758353908282
+ },
+ {
+ "train_step": 1000,
+ "loss": 0.5300620345984481,
+ "clean_loss": 0.5487064552081646,
+ "noisy_loss_mean": 0.5238472277285428
+ },
+ {
+ "train_step": 1001,
+ "loss": 0.4678748046825844,
+ "clean_loss": 0.4819367372507484,
+ "noisy_loss_mean": 0.46318749382652974
+ },
+ {
+ "train_step": 1002,
+ "loss": 0.5570611617849524,
+ "clean_loss": 0.5354716751116929,
+ "noisy_loss_mean": 0.5642576573427056
+ },
+ {
+ "train_step": 1003,
+ "loss": 0.636236498001136,
+ "clean_loss": 0.6400401415301423,
+ "noisy_loss_mean": 0.6349686168248007
+ },
+ {
+ "train_step": 1004,
+ "loss": 0.4291402912870439,
+ "clean_loss": 0.42693207359179,
+ "noisy_loss_mean": 0.4298763638521285
+ },
+ {
+ "train_step": 1005,
+ "loss": 0.6708988300210583,
+ "clean_loss": 0.6768883877896235,
+ "noisy_loss_mean": 0.6689023107648701
+ },
+ {
+ "train_step": 1006,
+ "loss": 0.5590918189868744,
+ "clean_loss": 0.5733794675721783,
+ "noisy_loss_mean": 0.5543292694584397
+ },
+ {
+ "train_step": 1007,
+ "loss": 0.6797840135260593,
+ "clean_loss": 0.6776143282053595,
+ "noisy_loss_mean": 0.6805072419662926
+ },
+ {
+ "train_step": 1008,
+ "loss": 0.6776806736138059,
+ "clean_loss": 0.6704307150869337,
+ "noisy_loss_mean": 0.6800973264560967
+ },
+ {
+ "train_step": 1009,
+ "loss": 0.591772052368488,
+ "clean_loss": 0.5825063196886561,
+ "noisy_loss_mean": 0.5948606299284319
+ },
+ {
+ "train_step": 1010,
+ "loss": 0.6708270377563181,
+ "clean_loss": 0.6755442333562885,
+ "noisy_loss_mean": 0.6692546392229946
+ },
+ {
+ "train_step": 1011,
+ "loss": 0.7214183554515847,
+ "clean_loss": 0.7157400432378695,
+ "noisy_loss_mean": 0.7233111261894899
+ },
+ {
+ "train_step": 1012,
+ "loss": 0.5942122685885227,
+ "clean_loss": 0.6012428381154387,
+ "noisy_loss_mean": 0.591868745412884
+ },
+ {
+ "train_step": 1013,
+ "loss": 0.46885505287630064,
+ "clean_loss": 0.4735347535957917,
+ "noisy_loss_mean": 0.4672951526364703
+ },
+ {
+ "train_step": 1014,
+ "loss": 0.6724827670804577,
+ "clean_loss": 0.6656406697241086,
+ "noisy_loss_mean": 0.6747634661992409
+ },
+ {
+ "train_step": 1015,
+ "loss": 0.7665188161019159,
+ "clean_loss": 0.7702373878427771,
+ "noisy_loss_mean": 0.7652792921882954
+ },
+ {
+ "train_step": 1016,
+ "loss": 0.6261842056163106,
+ "clean_loss": 0.6330661664812974,
+ "noisy_loss_mean": 0.623890218661315
+ },
+ {
+ "train_step": 1017,
+ "loss": 0.7641303941496042,
+ "clean_loss": 0.7724718211850042,
+ "noisy_loss_mean": 0.7613499184711374
+ },
+ {
+ "train_step": 1018,
+ "loss": 0.5319686843033797,
+ "clean_loss": 0.533605695033668,
+ "noisy_loss_mean": 0.5314230140599503
+ },
+ {
+ "train_step": 1019,
+ "loss": 0.36927782142125554,
+ "clean_loss": 0.38195507130344625,
+ "noisy_loss_mean": 0.36505207146052526
+ },
+ {
+ "train_step": 1020,
+ "loss": 0.6367576974625142,
+ "clean_loss": 0.638802912272182,
+ "noisy_loss_mean": 0.6360759591926248
+ },
+ {
+ "train_step": 1021,
+ "loss": 0.4806591099660925,
+ "clean_loss": 0.48583781519717834,
+ "noisy_loss_mean": 0.47893287488906394
+ },
+ {
+ "train_step": 1022,
+ "loss": 0.8414869395881287,
+ "clean_loss": 0.8192432968173472,
+ "noisy_loss_mean": 0.8489014871783892
+ },
+ {
+ "train_step": 1023,
+ "loss": 0.5774401479789525,
+ "clean_loss": 0.5740504189249989,
+ "noisy_loss_mean": 0.5785700576636038
+ },
+ {
+ "train_step": 1024,
+ "loss": 0.6145058794932688,
+ "clean_loss": 0.6113548368781707,
+ "noisy_loss_mean": 0.6155562270316349
+ },
+ {
+ "train_step": 1025,
+ "loss": 0.671374141519504,
+ "clean_loss": 0.6775336309174264,
+ "noisy_loss_mean": 0.6693209783868633
+ },
+ {
+ "train_step": 1026,
+ "loss": 0.5645464535977918,
+ "clean_loss": 0.572932041596969,
+ "noisy_loss_mean": 0.561751257598066
+ },
+ {
+ "train_step": 1027,
+ "loss": 0.48872587629730047,
+ "clean_loss": 0.49056285641156677,
+ "noisy_loss_mean": 0.48811354959254505
+ },
+ {
+ "train_step": 1028,
+ "loss": 0.723967065507127,
+ "clean_loss": 0.7094696771908677,
+ "noisy_loss_mean": 0.7287995282792133
+ },
+ {
+ "train_step": 1029,
+ "loss": 0.7591689015936498,
+ "clean_loss": 0.7682791654189709,
+ "noisy_loss_mean": 0.7561321469852094
+ },
+ {
+ "train_step": 1030,
+ "loss": 0.5361194811234387,
+ "clean_loss": 0.5368530865562914,
+ "noisy_loss_mean": 0.5358749459791544
+ },
+ {
+ "train_step": 1031,
+ "loss": 0.5983829697190106,
+ "clean_loss": 0.597438331465007,
+ "noisy_loss_mean": 0.5986978491370119
+ },
+ {
+ "train_step": 1032,
+ "loss": 0.5758070290850639,
+ "clean_loss": 0.580406151853674,
+ "noisy_loss_mean": 0.5742739881621938
+ },
+ {
+ "train_step": 1033,
+ "loss": 0.5172214793880615,
+ "clean_loss": 0.5100656532857722,
+ "noisy_loss_mean": 0.5196067547554913
+ },
+ {
+ "train_step": 1034,
+ "loss": 0.7744988432699431,
+ "clean_loss": 0.786222244413222,
+ "noisy_loss_mean": 0.7705910428888502
+ },
+ {
+ "train_step": 1035,
+ "loss": 0.3190114728324056,
+ "clean_loss": 0.31728581966367714,
+ "noisy_loss_mean": 0.31958669055531513
+ },
+ {
+ "train_step": 1036,
+ "loss": 0.6479874223635353,
+ "clean_loss": 0.6484153946395069,
+ "noisy_loss_mean": 0.6478447649382114
+ },
+ {
+ "train_step": 1037,
+ "loss": 0.4744129850654645,
+ "clean_loss": 0.49837080536706363,
+ "noisy_loss_mean": 0.4664270449649314
+ },
+ {
+ "train_step": 1038,
+ "loss": 0.31068861466680103,
+ "clean_loss": 0.3055096846449641,
+ "noisy_loss_mean": 0.31241492467408
+ },
+ {
+ "train_step": 1039,
+ "loss": 0.5873560554865558,
+ "clean_loss": 0.5802866975463845,
+ "noisy_loss_mean": 0.5897125081332795
+ },
+ {
+ "train_step": 1040,
+ "loss": 0.6769933295773819,
+ "clean_loss": 0.6853026926097674,
+ "noisy_loss_mean": 0.6742235418999201
+ },
+ {
+ "train_step": 1041,
+ "loss": 0.6352358696028417,
+ "clean_loss": 0.6477518616377255,
+ "noisy_loss_mean": 0.6310638722578804
+ },
+ {
+ "train_step": 1042,
+ "loss": 0.5512410565664854,
+ "clean_loss": 0.5458119098266512,
+ "noisy_loss_mean": 0.5530507721464301
+ },
+ {
+ "train_step": 1043,
+ "loss": 0.5150132322155705,
+ "clean_loss": 0.5070398469965205,
+ "noisy_loss_mean": 0.5176710272885873
+ },
+ {
+ "train_step": 1044,
+ "loss": 0.6714551845234192,
+ "clean_loss": 0.6746145930649501,
+ "noisy_loss_mean": 0.670402048342909
+ },
+ {
+ "train_step": 1045,
+ "loss": 0.32679701493338753,
+ "clean_loss": 0.3387815928081588,
+ "noisy_loss_mean": 0.3228021556417971
+ },
+ {
+ "train_step": 1046,
+ "loss": 0.6569695159406198,
+ "clean_loss": 0.6503575333023224,
+ "noisy_loss_mean": 0.6591735101533857
+ },
+ {
+ "train_step": 1047,
+ "loss": 0.7039872061167836,
+ "clean_loss": 0.7145541800595276,
+ "noisy_loss_mean": 0.7004648814692023
+ },
+ {
+ "train_step": 1048,
+ "loss": 0.7021134864026808,
+ "clean_loss": 0.7027907864947736,
+ "noisy_loss_mean": 0.7018877197053167
+ },
+ {
+ "train_step": 1049,
+ "loss": 0.5793597813693303,
+ "clean_loss": 0.5746261833566443,
+ "noisy_loss_mean": 0.5809376473735589
+ },
+ {
+ "train_step": 1050,
+ "loss": 0.6619409016030579,
+ "clean_loss": 0.6539780368723033,
+ "noisy_loss_mean": 0.6645951898466428
+ },
+ {
+ "train_step": 1051,
+ "loss": 0.591484717981957,
+ "clean_loss": 0.5909907969544176,
+ "noisy_loss_mean": 0.5916493583244701
+ },
+ {
+ "train_step": 1052,
+ "loss": 0.5176749386116287,
+ "clean_loss": 0.5182151245291674,
+ "noisy_loss_mean": 0.5174948766391159
+ },
+ {
+ "train_step": 1053,
+ "loss": 0.6156835001944316,
+ "clean_loss": 0.6169193387331009,
+ "noisy_loss_mean": 0.6152715540148751
+ },
+ {
+ "train_step": 1054,
+ "loss": 0.5465560353497356,
+ "clean_loss": 0.5491841036855181,
+ "noisy_loss_mean": 0.5456800125711415
+ },
+ {
+ "train_step": 1055,
+ "loss": 0.6218395618171322,
+ "clean_loss": 0.626647567972482,
+ "noisy_loss_mean": 0.6202368930986824
+ },
+ {
+ "train_step": 1056,
+ "loss": 0.5498672588572917,
+ "clean_loss": 0.5552293471388355,
+ "noisy_loss_mean": 0.548079896096777
+ },
+ {
+ "train_step": 1057,
+ "loss": 0.6255164788276467,
+ "clean_loss": 0.6238403952506508,
+ "noisy_loss_mean": 0.626075173353312
+ },
+ {
+ "train_step": 1058,
+ "loss": 0.3931336398297322,
+ "clean_loss": 0.38107369354061504,
+ "noisy_loss_mean": 0.39715362192610454
+ },
+ {
+ "train_step": 1059,
+ "loss": 0.6784107041708132,
+ "clean_loss": 0.6855268206504036,
+ "noisy_loss_mean": 0.676038665344283
+ },
+ {
+ "train_step": 1060,
+ "loss": 0.5990773679505921,
+ "clean_loss": 0.6013200119363566,
+ "noisy_loss_mean": 0.5983298199553374
+ },
+ {
+ "train_step": 1061,
+ "loss": 0.9675983584625039,
+ "clean_loss": 0.9633338039198309,
+ "noisy_loss_mean": 0.969019876643395
+ },
+ {
+ "train_step": 1062,
+ "loss": 0.43599779425624285,
+ "clean_loss": 0.4406804862442458,
+ "noisy_loss_mean": 0.43443689692690857
+ },
+ {
+ "train_step": 1063,
+ "loss": 0.5499440507029754,
+ "clean_loss": 0.5507826046239573,
+ "noisy_loss_mean": 0.5496645327293147
+ },
+ {
+ "train_step": 1064,
+ "loss": 0.6639510689506145,
+ "clean_loss": 0.6900040413568304,
+ "noisy_loss_mean": 0.6552667448152092
+ },
+ {
+ "train_step": 1065,
+ "loss": 0.5071802016228397,
+ "clean_loss": 0.5085101337679468,
+ "noisy_loss_mean": 0.5067368909078042
+ },
+ {
+ "train_step": 1066,
+ "loss": 0.6659199120661659,
+ "clean_loss": 0.6606988950061972,
+ "noisy_loss_mean": 0.6676602510861555
+ },
+ {
+ "train_step": 1067,
+ "loss": 0.6156539222620123,
+ "clean_loss": 0.6272413771433327,
+ "noisy_loss_mean": 0.6117914373015721
+ },
+ {
+ "train_step": 1068,
+ "loss": 0.5340833810241228,
+ "clean_loss": 0.537776631214323,
+ "noisy_loss_mean": 0.5328522976273894
+ },
+ {
+ "train_step": 1069,
+ "loss": 0.5677394840053932,
+ "clean_loss": 0.5672592535973147,
+ "noisy_loss_mean": 0.567899560808086
+ },
+ {
+ "train_step": 1070,
+ "loss": 0.4563602949763049,
+ "clean_loss": 0.4523488774532089,
+ "noisy_loss_mean": 0.45769743415067027
+ },
+ {
+ "train_step": 1071,
+ "loss": 0.6189277119994063,
+ "clean_loss": 0.6177864131664551,
+ "noisy_loss_mean": 0.6193081449437234
+ },
+ {
+ "train_step": 1072,
+ "loss": 0.5868240548848995,
+ "clean_loss": 0.5718714300990181,
+ "noisy_loss_mean": 0.59180826314686
+ },
+ {
+ "train_step": 1073,
+ "loss": 0.5145077550106605,
+ "clean_loss": 0.5131955367346795,
+ "noisy_loss_mean": 0.5149451611026541
+ },
+ {
+ "train_step": 1074,
+ "loss": 0.6338664938107834,
+ "clean_loss": 0.6303088583026112,
+ "noisy_loss_mean": 0.6350523723135075
+ },
+ {
+ "train_step": 1075,
+ "loss": 0.6397481615246718,
+ "clean_loss": 0.6330001083962596,
+ "noisy_loss_mean": 0.641997512567476
+ },
+ {
+ "train_step": 1076,
+ "loss": 0.44203921254106304,
+ "clean_loss": 0.4508250540171858,
+ "noisy_loss_mean": 0.43911059871568886
+ },
+ {
+ "train_step": 1077,
+ "loss": 0.7516922565521489,
+ "clean_loss": 0.7569792512852331,
+ "noisy_loss_mean": 0.7499299249744541
+ },
+ {
+ "train_step": 1078,
+ "loss": 0.5408929885016812,
+ "clean_loss": 0.5360008998277954,
+ "noisy_loss_mean": 0.5425236847263099
+ },
+ {
+ "train_step": 1079,
+ "loss": 0.6078622984700512,
+ "clean_loss": 0.601175682198285,
+ "noisy_loss_mean": 0.6100911705606399
+ },
+ {
+ "train_step": 1080,
+ "loss": 0.7016846240383847,
+ "clean_loss": 0.7024589675377259,
+ "noisy_loss_mean": 0.7014265095386044
+ },
+ {
+ "train_step": 1081,
+ "loss": 0.7182777870901207,
+ "clean_loss": 0.7075267366069369,
+ "noisy_loss_mean": 0.7218614705845153
+ },
+ {
+ "train_step": 1082,
+ "loss": 0.6287968149312844,
+ "clean_loss": 0.6290227740243206,
+ "noisy_loss_mean": 0.6287214952336057
+ },
+ {
+ "train_step": 1083,
+ "loss": 0.6305329412134026,
+ "clean_loss": 0.63561938950512,
+ "noisy_loss_mean": 0.628837458449497
+ },
+ {
+ "train_step": 1084,
+ "loss": 0.4019584626073004,
+ "clean_loss": 0.3982685007824265,
+ "noisy_loss_mean": 0.4031884498822584
+ },
+ {
+ "train_step": 1085,
+ "loss": 0.6272605151131564,
+ "clean_loss": 0.6195325417149183,
+ "noisy_loss_mean": 0.6298365062459025
+ },
+ {
+ "train_step": 1086,
+ "loss": 0.656486867277995,
+ "clean_loss": 0.668387931965428,
+ "noisy_loss_mean": 0.6525198457155174
+ },
+ {
+ "train_step": 1087,
+ "loss": 0.574481384331132,
+ "clean_loss": 0.5680470903295949,
+ "noisy_loss_mean": 0.576626148998311
+ },
+ {
+ "train_step": 1088,
+ "loss": 0.6307284456102903,
+ "clean_loss": 0.636359175144089,
+ "noisy_loss_mean": 0.6288515357656908
+ },
+ {
+ "train_step": 1089,
+ "loss": 0.5234223013624347,
+ "clean_loss": 0.5205665667565367,
+ "noisy_loss_mean": 0.5243742128977341
+ },
+ {
+ "train_step": 1090,
+ "loss": 0.4752402895735179,
+ "clean_loss": 0.4797714294079852,
+ "noisy_loss_mean": 0.4737299096286955
+ },
+ {
+ "train_step": 1091,
+ "loss": 0.5152508528219617,
+ "clean_loss": 0.5093490347010384,
+ "noisy_loss_mean": 0.5172181255289362
+ },
+ {
+ "train_step": 1092,
+ "loss": 0.518346890029723,
+ "clean_loss": 0.5238369568990325,
+ "noisy_loss_mean": 0.5165168677399533
+ },
+ {
+ "train_step": 1093,
+ "loss": 0.5304613347956589,
+ "clean_loss": 0.5232108422185007,
+ "noisy_loss_mean": 0.5328781656547116
+ },
+ {
+ "train_step": 1094,
+ "loss": 0.6767678279990784,
+ "clean_loss": 0.6719171646385487,
+ "noisy_loss_mean": 0.6783847157859216
+ },
+ {
+ "train_step": 1095,
+ "loss": 0.4821890919812063,
+ "clean_loss": 0.48955938644903535,
+ "noisy_loss_mean": 0.47973232715859665
+ },
+ {
+ "train_step": 1096,
+ "loss": 0.630430894514048,
+ "clean_loss": 0.6337922967124469,
+ "noisy_loss_mean": 0.6293104271145816
+ },
+ {
+ "train_step": 1097,
+ "loss": 0.49743187730600097,
+ "clean_loss": 0.4905185125186683,
+ "noisy_loss_mean": 0.4997363322351118
+ },
+ {
+ "train_step": 1098,
+ "loss": 0.9244401369085543,
+ "clean_loss": 0.9316315464846294,
+ "noisy_loss_mean": 0.922043000383196
+ },
+ {
+ "train_step": 1099,
+ "loss": 0.7256961097684231,
+ "clean_loss": 0.738463572891987,
+ "noisy_loss_mean": 0.7214402887272352
+ },
+ {
+ "train_step": 1100,
+ "loss": 0.705146362395789,
+ "clean_loss": 0.722156991414087,
+ "noisy_loss_mean": 0.6994761527230229
+ },
+ {
+ "train_step": 1101,
+ "loss": 0.6124129957358642,
+ "clean_loss": 0.5862776546806774,
+ "noisy_loss_mean": 0.621124776087593
+ },
+ {
+ "train_step": 1102,
+ "loss": 0.6558899817959682,
+ "clean_loss": 0.6509024483349459,
+ "noisy_loss_mean": 0.6575524929496422
+ },
+ {
+ "train_step": 1103,
+ "loss": 0.6671494208363602,
+ "clean_loss": 0.6768255766102172,
+ "noisy_loss_mean": 0.6639240355784078
+ },
+ {
+ "train_step": 1104,
+ "loss": 0.5121804023190745,
+ "clean_loss": 0.49629697496680547,
+ "noisy_loss_mean": 0.5174748781031643
+ },
+ {
+ "train_step": 1105,
+ "loss": 0.5617419305356481,
+ "clean_loss": 0.5533967027447733,
+ "noisy_loss_mean": 0.5645236731326063
+ },
+ {
+ "train_step": 1106,
+ "loss": 0.6465301729022326,
+ "clean_loss": 0.6513970126582517,
+ "noisy_loss_mean": 0.6449078929835595
+ },
+ {
+ "train_step": 1107,
+ "loss": 0.46307125274143957,
+ "clean_loss": 0.4631414797317882,
+ "noisy_loss_mean": 0.46304784374465674
+ },
+ {
+ "train_step": 1108,
+ "loss": 0.6427331802832604,
+ "clean_loss": 0.6409362235953029,
+ "noisy_loss_mean": 0.643332165845913
+ },
+ {
+ "train_step": 1109,
+ "loss": 0.705865459722796,
+ "clean_loss": 0.708549571375808,
+ "noisy_loss_mean": 0.7049707558384588
+ },
+ {
+ "train_step": 1110,
+ "loss": 0.5108268772181013,
+ "clean_loss": 0.5104303916776433,
+ "noisy_loss_mean": 0.5109590390649207
+ },
+ {
+ "train_step": 1111,
+ "loss": 0.6272330408140939,
+ "clean_loss": 0.618647033251511,
+ "noisy_loss_mean": 0.6300950433349548
+ },
+ {
+ "train_step": 1112,
+ "loss": 0.6786370385034906,
+ "clean_loss": 0.6900520830932714,
+ "noisy_loss_mean": 0.6748320236402304
+ },
+ {
+ "train_step": 1113,
+ "loss": 0.41167028508976483,
+ "clean_loss": 0.3984729835302399,
+ "noisy_loss_mean": 0.41606938560960643
+ },
+ {
+ "train_step": 1114,
+ "loss": 0.6145397865505824,
+ "clean_loss": 0.5968687777087449,
+ "noisy_loss_mean": 0.6204301228311949
+ },
+ {
+ "train_step": 1115,
+ "loss": 0.5321714987575324,
+ "clean_loss": 0.5323221728104064,
+ "noisy_loss_mean": 0.5321212740732412
+ },
+ {
+ "train_step": 1116,
+ "loss": 0.46788597893666295,
+ "clean_loss": 0.4567344121856456,
+ "noisy_loss_mean": 0.47160316785366874
+ },
+ {
+ "train_step": 1117,
+ "loss": 0.6139357949849323,
+ "clean_loss": 0.6013514905704865,
+ "noisy_loss_mean": 0.6181305631230808
+ },
+ {
+ "train_step": 1118,
+ "loss": 0.6460785216229813,
+ "clean_loss": 0.6510338615145447,
+ "noisy_loss_mean": 0.6444267416591268
+ },
+ {
+ "train_step": 1119,
+ "loss": 0.5736285859836039,
+ "clean_loss": 0.5827448233912591,
+ "noisy_loss_mean": 0.570589840181052
+ },
+ {
+ "train_step": 1120,
+ "loss": 0.6170414388169787,
+ "clean_loss": 0.6227643362652756,
+ "noisy_loss_mean": 0.6151338063342132
+ },
+ {
+ "train_step": 1121,
+ "loss": 0.7923155715914418,
+ "clean_loss": 0.7840102076189808,
+ "noisy_loss_mean": 0.7950840262489288
+ },
+ {
+ "train_step": 1122,
+ "loss": 0.555480394062096,
+ "clean_loss": 0.571516613187913,
+ "noisy_loss_mean": 0.5501349876868238
+ },
+ {
+ "train_step": 1123,
+ "loss": 0.7287563464572742,
+ "clean_loss": 0.7317868480922878,
+ "noisy_loss_mean": 0.727746179245603
+ },
+ {
+ "train_step": 1124,
+ "loss": 0.5049121797303333,
+ "clean_loss": 0.49908290030931235,
+ "noisy_loss_mean": 0.5068552728706737
+ },
+ {
+ "train_step": 1125,
+ "loss": 0.4293449883012862,
+ "clean_loss": 0.42437237492298363,
+ "noisy_loss_mean": 0.4310025260940537
+ },
+ {
+ "train_step": 1126,
+ "loss": 0.6146426369892998,
+ "clean_loss": 0.617471654345892,
+ "noisy_loss_mean": 0.6136996312037691
+ },
+ {
+ "train_step": 1127,
+ "loss": 0.7217976029811172,
+ "clean_loss": 0.7160032777343875,
+ "noisy_loss_mean": 0.723729044730027
+ },
+ {
+ "train_step": 1128,
+ "loss": 0.5149581053095798,
+ "clean_loss": 0.5137050601163272,
+ "noisy_loss_mean": 0.515375787040664
+ },
+ {
+ "train_step": 1129,
+ "loss": 0.8477491661930434,
+ "clean_loss": 0.849183422561262,
+ "noisy_loss_mean": 0.8472710807369704
+ },
+ {
+ "train_step": 1130,
+ "loss": 0.6032774760123865,
+ "clean_loss": 0.6049471009639716,
+ "noisy_loss_mean": 0.6027209343618581
+ },
+ {
+ "train_step": 1131,
+ "loss": 0.8176072178185386,
+ "clean_loss": 0.8228468119892658,
+ "noisy_loss_mean": 0.8158606864282962
+ },
+ {
+ "train_step": 1132,
+ "loss": 0.9263850518886138,
+ "clean_loss": 0.9233363169586891,
+ "noisy_loss_mean": 0.9274012968652553
+ },
+ {
+ "train_step": 1133,
+ "loss": 0.7036685636708568,
+ "clean_loss": 0.6845130917362943,
+ "noisy_loss_mean": 0.7100537209823777
+ },
+ {
+ "train_step": 1134,
+ "loss": 0.6185139069912183,
+ "clean_loss": 0.6093663670982395,
+ "noisy_loss_mean": 0.6215630869555445
+ },
+ {
+ "train_step": 1135,
+ "loss": 0.5860523366642798,
+ "clean_loss": 0.5890738857205724,
+ "noisy_loss_mean": 0.5850451536455156
+ },
+ {
+ "train_step": 1136,
+ "loss": 0.6073433193542653,
+ "clean_loss": 0.6092844874375521,
+ "noisy_loss_mean": 0.6066962633265031
+ },
+ {
+ "train_step": 1137,
+ "loss": 0.5258922052914181,
+ "clean_loss": 0.5351933863500559,
+ "noisy_loss_mean": 0.5227918116052056
+ },
+ {
+ "train_step": 1138,
+ "loss": 0.8060699785187267,
+ "clean_loss": 0.8140593414621351,
+ "noisy_loss_mean": 0.8034068575375907
+ },
+ {
+ "train_step": 1139,
+ "loss": 0.6055343967502086,
+ "clean_loss": 0.6070488407225318,
+ "noisy_loss_mean": 0.6050295820927675
+ },
+ {
+ "train_step": 1140,
+ "loss": 0.6437636854182288,
+ "clean_loss": 0.6365299688465065,
+ "noisy_loss_mean": 0.6461749242754696
+ },
+ {
+ "train_step": 1141,
+ "loss": 0.6413504641626643,
+ "clean_loss": 0.6359170048306394,
+ "noisy_loss_mean": 0.6431616172733392
+ },
+ {
+ "train_step": 1142,
+ "loss": 0.5663991478174222,
+ "clean_loss": 0.5707610653235136,
+ "noisy_loss_mean": 0.5649451753153917
+ },
+ {
+ "train_step": 1143,
+ "loss": 0.6397257196594257,
+ "clean_loss": 0.6386777429157393,
+ "noisy_loss_mean": 0.6400750452406544
+ },
+ {
+ "train_step": 1144,
+ "loss": 0.8157182909572716,
+ "clean_loss": 0.8171739809099935,
+ "noisy_loss_mean": 0.8152330609730308
+ },
+ {
+ "train_step": 1145,
+ "loss": 0.6647350538701671,
+ "clean_loss": 0.6599790013255263,
+ "noisy_loss_mean": 0.6663204047183807
+ },
+ {
+ "train_step": 1146,
+ "loss": 0.7089384016307203,
+ "clean_loss": 0.702977007077279,
+ "noisy_loss_mean": 0.7109255331485341
+ },
+ {
+ "train_step": 1147,
+ "loss": 0.5905602291184832,
+ "clean_loss": 0.6027126437594943,
+ "noisy_loss_mean": 0.586509424238146
+ },
+ {
+ "train_step": 1148,
+ "loss": 0.39654736218514763,
+ "clean_loss": 0.3949101634058006,
+ "noisy_loss_mean": 0.3970930951115967
+ },
+ {
+ "train_step": 1149,
+ "loss": 0.4226358055363698,
+ "clean_loss": 0.4078030408004337,
+ "noisy_loss_mean": 0.4275800604483484
+ },
+ {
+ "train_step": 1150,
+ "loss": 0.5014144254857817,
+ "clean_loss": 0.49878712320049534,
+ "noisy_loss_mean": 0.5022901929142104
+ },
+ {
+ "train_step": 1151,
+ "loss": 0.5836937462066275,
+ "clean_loss": 0.5863159134926514,
+ "noisy_loss_mean": 0.5828196904446196
+ },
+ {
+ "train_step": 1152,
+ "loss": 0.43893066194810954,
+ "clean_loss": 0.4421540472385721,
+ "noisy_loss_mean": 0.437856200184622
+ },
+ {
+ "train_step": 1153,
+ "loss": 0.6000747244222066,
+ "clean_loss": 0.6037288909047047,
+ "noisy_loss_mean": 0.5988566689280405
+ },
+ {
+ "train_step": 1154,
+ "loss": 0.49437712059063454,
+ "clean_loss": 0.50269119806209,
+ "noisy_loss_mean": 0.4916057614334828
+ },
+ {
+ "train_step": 1155,
+ "loss": 0.5720296466461905,
+ "clean_loss": 0.5682929776674102,
+ "noisy_loss_mean": 0.5732752029724506
+ },
+ {
+ "train_step": 1156,
+ "loss": 0.6584858622471352,
+ "clean_loss": 0.6639059246841418,
+ "noisy_loss_mean": 0.656679174768133
+ },
+ {
+ "train_step": 1157,
+ "loss": 0.801259161905676,
+ "clean_loss": 0.8050137763896181,
+ "noisy_loss_mean": 0.800007623744362
+ },
+ {
+ "train_step": 1158,
+ "loss": 0.762031941004644,
+ "clean_loss": 0.7651322703052341,
+ "noisy_loss_mean": 0.7609984979044473
+ },
+ {
+ "train_step": 1159,
+ "loss": 0.6182370789017141,
+ "clean_loss": 0.6172106284431516,
+ "noisy_loss_mean": 0.6185792290545683
+ },
+ {
+ "train_step": 1160,
+ "loss": 0.799020620496015,
+ "clean_loss": 0.8017370269475838,
+ "noisy_loss_mean": 0.7981151516788255
+ },
+ {
+ "train_step": 1161,
+ "loss": 0.7834942230384849,
+ "clean_loss": 0.7730482047134315,
+ "noisy_loss_mean": 0.7869762291468362
+ },
+ {
+ "train_step": 1162,
+ "loss": 0.6751252701579586,
+ "clean_loss": 0.6561178929445675,
+ "noisy_loss_mean": 0.6814610625624223
+ },
+ {
+ "train_step": 1163,
+ "loss": 0.5540659872113474,
+ "clean_loss": 0.5507368424481162,
+ "noisy_loss_mean": 0.5551757021324244
+ },
+ {
+ "train_step": 1164,
+ "loss": 0.5496458405958948,
+ "clean_loss": 0.5459853060764399,
+ "noisy_loss_mean": 0.5508660187690465
+ },
+ {
+ "train_step": 1165,
+ "loss": 0.7410020077764901,
+ "clean_loss": 0.7346893949151542,
+ "noisy_loss_mean": 0.743106212063602
+ },
+ {
+ "train_step": 1166,
+ "loss": 0.7060605100918897,
+ "clean_loss": 0.7028841905144698,
+ "noisy_loss_mean": 0.707119283284363
+ },
+ {
+ "train_step": 1167,
+ "loss": 0.877409336947883,
+ "clean_loss": 0.8749143695034671,
+ "noisy_loss_mean": 0.8782409927626883
+ },
+ {
+ "train_step": 1168,
+ "loss": 0.6502932296766663,
+ "clean_loss": 0.6500491066364014,
+ "noisy_loss_mean": 0.6503746040234212
+ },
+ {
+ "train_step": 1169,
+ "loss": 0.5557842288146542,
+ "clean_loss": 0.5539557920561125,
+ "noisy_loss_mean": 0.556393707734168
+ },
+ {
+ "train_step": 1170,
+ "loss": 0.5439076289423934,
+ "clean_loss": 0.5513658276745662,
+ "noisy_loss_mean": 0.5414215626983359
+ },
+ {
+ "train_step": 1171,
+ "loss": 0.4174275592215883,
+ "clean_loss": 0.4064344220543347,
+ "noisy_loss_mean": 0.4210919382773395
+ },
+ {
+ "train_step": 1172,
+ "loss": 0.4377991948551249,
+ "clean_loss": 0.42807263280131685,
+ "noisy_loss_mean": 0.4410413822063943
+ },
+ {
+ "train_step": 1173,
+ "loss": 0.7605667117872836,
+ "clean_loss": 0.7703943001590636,
+ "noisy_loss_mean": 0.7572908489966904
+ },
+ {
+ "train_step": 1174,
+ "loss": 0.7077982365786926,
+ "clean_loss": 0.7044980192050182,
+ "noisy_loss_mean": 0.708898309036584
+ },
+ {
+ "train_step": 1175,
+ "loss": 0.5222764189563129,
+ "clean_loss": 0.5325945298350815,
+ "noisy_loss_mean": 0.5188370486633901
+ },
+ {
+ "train_step": 1176,
+ "loss": 0.4290892400223115,
+ "clean_loss": 0.42427167181387293,
+ "noisy_loss_mean": 0.4306950960917911
+ },
+ {
+ "train_step": 1177,
+ "loss": 0.633384462190737,
+ "clean_loss": 0.6224939908174161,
+ "noisy_loss_mean": 0.6370146193151772
+ },
+ {
+ "train_step": 1178,
+ "loss": 0.6956365017444414,
+ "clean_loss": 0.7000046573859773,
+ "noisy_loss_mean": 0.6941804498639295
+ },
+ {
+ "train_step": 1179,
+ "loss": 0.598957257496084,
+ "clean_loss": 0.5959026051808343,
+ "noisy_loss_mean": 0.5999754749345004
+ },
+ {
+ "train_step": 1180,
+ "loss": 0.5378404808662509,
+ "clean_loss": 0.5303058388595282,
+ "noisy_loss_mean": 0.5403520282018252
+ },
+ {
+ "train_step": 1181,
+ "loss": 0.5485085509107721,
+ "clean_loss": 0.5331105254487928,
+ "noisy_loss_mean": 0.5536412260647653
+ },
+ {
+ "train_step": 1182,
+ "loss": 0.5230225863183278,
+ "clean_loss": 0.5210496335730858,
+ "noisy_loss_mean": 0.5236802372334084
+ },
+ {
+ "train_step": 1183,
+ "loss": 0.4461302009188305,
+ "clean_loss": 0.4418072352084744,
+ "noisy_loss_mean": 0.4475711894889492
+ },
+ {
+ "train_step": 1184,
+ "loss": 0.7028577762362838,
+ "clean_loss": 0.6888569514534097,
+ "noisy_loss_mean": 0.7075247178305751
+ },
+ {
+ "train_step": 1185,
+ "loss": 0.5007993946517325,
+ "clean_loss": 0.5060429642134804,
+ "noisy_loss_mean": 0.49905153813114983
+ },
+ {
+ "train_step": 1186,
+ "loss": 0.610271083460186,
+ "clean_loss": 0.609629102806296,
+ "noisy_loss_mean": 0.6104850770114828
+ },
+ {
+ "train_step": 1187,
+ "loss": 0.6763646647456494,
+ "clean_loss": 0.6636745000789143,
+ "noisy_loss_mean": 0.6805947196345611
+ },
+ {
+ "train_step": 1188,
+ "loss": 0.5127663458069971,
+ "clean_loss": 0.5103690722165262,
+ "noisy_loss_mean": 0.5135654370038208
+ },
+ {
+ "train_step": 1189,
+ "loss": 0.49529100676206866,
+ "clean_loss": 0.5103126374776412,
+ "noisy_loss_mean": 0.4902837965235445
+ },
+ {
+ "train_step": 1190,
+ "loss": 0.6360263297719939,
+ "clean_loss": 0.6395840131628487,
+ "noisy_loss_mean": 0.6348404353083756
+ },
+ {
+ "train_step": 1191,
+ "loss": 0.5550165228057798,
+ "clean_loss": 0.5547279921587221,
+ "noisy_loss_mean": 0.5551126996881324
+ },
+ {
+ "train_step": 1192,
+ "loss": 0.6010938936704063,
+ "clean_loss": 0.6154636930716185,
+ "noisy_loss_mean": 0.596303960536669
+ },
+ {
+ "train_step": 1193,
+ "loss": 0.5084742923449717,
+ "clean_loss": 0.49940996711007446,
+ "noisy_loss_mean": 0.5114957340899374
+ },
+ {
+ "train_step": 1194,
+ "loss": 0.7700173619121129,
+ "clean_loss": 0.7646900199309329,
+ "noisy_loss_mean": 0.7717931425725061
+ },
+ {
+ "train_step": 1195,
+ "loss": 0.4728108741951019,
+ "clean_loss": 0.4696983962271656,
+ "noisy_loss_mean": 0.4738483668510807
+ },
+ {
+ "train_step": 1196,
+ "loss": 0.46435736700611563,
+ "clean_loss": 0.45945199000750053,
+ "noisy_loss_mean": 0.4659924926723207
+ },
+ {
+ "train_step": 1197,
+ "loss": 0.6279125846983457,
+ "clean_loss": 0.631237134451299,
+ "noisy_loss_mean": 0.6268044014473612
+ },
+ {
+ "train_step": 1198,
+ "loss": 0.6799727942655541,
+ "clean_loss": 0.6758951377243947,
+ "noisy_loss_mean": 0.6813320131126073
+ },
+ {
+ "train_step": 1199,
+ "loss": 0.5321231807672835,
+ "clean_loss": 0.5261510965469939,
+ "noisy_loss_mean": 0.53411387550738
+ },
+ {
+ "train_step": 1200,
+ "loss": 0.659437283116542,
+ "clean_loss": 0.6648221399520964,
+ "noisy_loss_mean": 0.657642330838024
+ },
+ {
+ "train_step": 1201,
+ "loss": 0.5537581713357161,
+ "clean_loss": 0.5609792870790269,
+ "noisy_loss_mean": 0.5513511327546126
+ },
+ {
+ "train_step": 1202,
+ "loss": 0.5424554257272467,
+ "clean_loss": 0.5320605194949101,
+ "noisy_loss_mean": 0.545920394471359
+ },
+ {
+ "train_step": 1203,
+ "loss": 0.491105264148636,
+ "clean_loss": 0.49563866932130474,
+ "noisy_loss_mean": 0.48959412909107974
+ },
+ {
+ "train_step": 1204,
+ "loss": 0.4610517311934025,
+ "clean_loss": 0.46678305467134706,
+ "noisy_loss_mean": 0.45914129003408766
+ },
+ {
+ "train_step": 1205,
+ "loss": 0.6088158051589413,
+ "clean_loss": 0.6044141824997121,
+ "noisy_loss_mean": 0.6102830127120177
+ },
+ {
+ "train_step": 1206,
+ "loss": 1.0116028185541357,
+ "clean_loss": 1.0194446952179956,
+ "noisy_loss_mean": 1.0089888596661825
+ },
+ {
+ "train_step": 1207,
+ "loss": 0.4354843695443701,
+ "clean_loss": 0.4308426211276946,
+ "noisy_loss_mean": 0.43703161901659526
+ },
+ {
+ "train_step": 1208,
+ "loss": 0.7656048361207213,
+ "clean_loss": 0.7578739605220634,
+ "noisy_loss_mean": 0.7681817946536071
+ },
+ {
+ "train_step": 1209,
+ "loss": 0.6244148517623055,
+ "clean_loss": 0.633453686492363,
+ "noisy_loss_mean": 0.6214019068522864
+ },
+ {
+ "train_step": 1210,
+ "loss": 0.47956994283026205,
+ "clean_loss": 0.4650109642194916,
+ "noisy_loss_mean": 0.4844229357005189
+ },
+ {
+ "train_step": 1211,
+ "loss": 0.7335568603964517,
+ "clean_loss": 0.7434668899105986,
+ "noisy_loss_mean": 0.7302535172250694
+ },
+ {
+ "train_step": 1212,
+ "loss": 0.463193072239341,
+ "clean_loss": 0.46368335330485294,
+ "noisy_loss_mean": 0.4630296452175037
+ },
+ {
+ "train_step": 1213,
+ "loss": 0.5400473171239011,
+ "clean_loss": 0.5326999670112602,
+ "noisy_loss_mean": 0.5424964338281147
+ },
+ {
+ "train_step": 1214,
+ "loss": 0.41566426453380834,
+ "clean_loss": 0.41618488452336233,
+ "noisy_loss_mean": 0.4154907245372903
+ },
+ {
+ "train_step": 1215,
+ "loss": 0.4251704028116091,
+ "clean_loss": 0.416279782118723,
+ "noisy_loss_mean": 0.4281339430425711
+ },
+ {
+ "train_step": 1216,
+ "loss": 0.4299565590358422,
+ "clean_loss": 0.4272208891605816,
+ "noisy_loss_mean": 0.4308684489942623
+ },
+ {
+ "train_step": 1217,
+ "loss": 0.496494630930701,
+ "clean_loss": 0.4934704379410001,
+ "noisy_loss_mean": 0.49750269526060137
+ },
+ {
+ "train_step": 1218,
+ "loss": 0.46958104586521515,
+ "clean_loss": 0.4655604330714287,
+ "noisy_loss_mean": 0.4709212501298106
+ },
+ {
+ "train_step": 1219,
+ "loss": 0.4182475566603091,
+ "clean_loss": 0.4053403717232721,
+ "noisy_loss_mean": 0.42254995163932146
+ },
+ {
+ "train_step": 1220,
+ "loss": 0.477110495807046,
+ "clean_loss": 0.4836535315696295,
+ "noisy_loss_mean": 0.47492948388618483
+ },
+ {
+ "train_step": 1221,
+ "loss": 0.6397070472512314,
+ "clean_loss": 0.6068773763253499,
+ "noisy_loss_mean": 0.6506502708931919
+ },
+ {
+ "train_step": 1222,
+ "loss": 0.5298640208917582,
+ "clean_loss": 0.5141430587638895,
+ "noisy_loss_mean": 0.5351043416010476
+ },
+ {
+ "train_step": 1223,
+ "loss": 0.557612778724845,
+ "clean_loss": 0.5502813607961436,
+ "noisy_loss_mean": 0.5600565847010789
+ },
+ {
+ "train_step": 1224,
+ "loss": 0.7013621467481028,
+ "clean_loss": 0.7037503795671891,
+ "noisy_loss_mean": 0.7005660691417406
+ },
+ {
+ "train_step": 1225,
+ "loss": 0.8012609247473402,
+ "clean_loss": 0.8189259817156075,
+ "noisy_loss_mean": 0.7953725724245845
+ },
+ {
+ "train_step": 1226,
+ "loss": 0.4382192326810814,
+ "clean_loss": 0.4281260878249148,
+ "noisy_loss_mean": 0.4415836142998037
+ },
+ {
+ "train_step": 1227,
+ "loss": 0.6380462913333763,
+ "clean_loss": 0.6301011271338358,
+ "noisy_loss_mean": 0.6406946793998898
+ },
+ {
+ "train_step": 1228,
+ "loss": 0.9247989158018457,
+ "clean_loss": 0.9273819721239842,
+ "noisy_loss_mean": 0.9239378970277995
+ },
+ {
+ "train_step": 1229,
+ "loss": 0.5310797467088169,
+ "clean_loss": 0.5342923117834913,
+ "noisy_loss_mean": 0.5300088916839254
+ },
+ {
+ "train_step": 1230,
+ "loss": 0.5339233695121188,
+ "clean_loss": 0.5350398742833116,
+ "noisy_loss_mean": 0.5335512012550546
+ },
+ {
+ "train_step": 1231,
+ "loss": 0.6131081514390136,
+ "clean_loss": 0.6226824347258457,
+ "noisy_loss_mean": 0.6099167236767363
+ },
+ {
+ "train_step": 1232,
+ "loss": 0.6611343498871791,
+ "clean_loss": 0.6553268219203264,
+ "noisy_loss_mean": 0.6630701925427966
+ },
+ {
+ "train_step": 1233,
+ "loss": 0.6663970793865074,
+ "clean_loss": 0.6608499584306392,
+ "noisy_loss_mean": 0.6682461197051301
+ },
+ {
+ "train_step": 1234,
+ "loss": 0.6318820077072633,
+ "clean_loss": 0.6369813356780273,
+ "noisy_loss_mean": 0.6301822317170086
+ },
+ {
+ "train_step": 1235,
+ "loss": 0.5247623042682543,
+ "clean_loss": 0.5243960354290204,
+ "noisy_loss_mean": 0.5248843938813322
+ },
+ {
+ "train_step": 1236,
+ "loss": 0.8718227485120829,
+ "clean_loss": 0.8851403767342197,
+ "noisy_loss_mean": 0.8673835391047039
+ },
+ {
+ "train_step": 1237,
+ "loss": 0.6296774312994017,
+ "clean_loss": 0.6307233160951268,
+ "noisy_loss_mean": 0.6293288030341601
+ },
+ {
+ "train_step": 1238,
+ "loss": 0.5569016012627483,
+ "clean_loss": 0.5489043748915721,
+ "noisy_loss_mean": 0.5595673433864738
+ },
+ {
+ "train_step": 1239,
+ "loss": 0.5550951299542778,
+ "clean_loss": 0.5495408048632819,
+ "noisy_loss_mean": 0.5569465716512764
+ },
+ {
+ "train_step": 1240,
+ "loss": 0.7013010009800025,
+ "clean_loss": 0.7159102037509972,
+ "noisy_loss_mean": 0.6964312667230041
+ },
+ {
+ "train_step": 1241,
+ "loss": 0.5980787172314147,
+ "clean_loss": 0.5849432976262183,
+ "noisy_loss_mean": 0.6024571904331467
+ },
+ {
+ "train_step": 1242,
+ "loss": 0.6290932399575291,
+ "clean_loss": 0.6245916467078118,
+ "noisy_loss_mean": 0.6305937710407682
+ },
+ {
+ "train_step": 1243,
+ "loss": 0.7144225840469933,
+ "clean_loss": 0.7254491482724033,
+ "noisy_loss_mean": 0.7107470626385233
+ },
+ {
+ "train_step": 1244,
+ "loss": 0.6640381777296507,
+ "clean_loss": 0.6524086594490708,
+ "noisy_loss_mean": 0.6679146838231774
+ },
+ {
+ "train_step": 1245,
+ "loss": 0.5800126980308162,
+ "clean_loss": 0.5842463585008273,
+ "noisy_loss_mean": 0.5786014778741458
+ },
+ {
+ "train_step": 1246,
+ "loss": 0.654312125196356,
+ "clean_loss": 0.6615722475915539,
+ "noisy_loss_mean": 0.6518920843979567
+ },
+ {
+ "train_step": 1247,
+ "loss": 0.5647335669198813,
+ "clean_loss": 0.564683375179547,
+ "noisy_loss_mean": 0.5647502974999926
+ },
+ {
+ "train_step": 1248,
+ "loss": 0.4123282904275371,
+ "clean_loss": 0.4210397222678558,
+ "noisy_loss_mean": 0.4094244798140975
+ },
+ {
+ "train_step": 1249,
+ "loss": 0.6466442387159831,
+ "clean_loss": 0.6534432626659555,
+ "noisy_loss_mean": 0.6443778973993256
+ },
+ {
+ "train_step": 1250,
+ "loss": 0.4854951776998148,
+ "clean_loss": 0.4920726501824242,
+ "noisy_loss_mean": 0.48330268687227834
+ },
+ {
+ "train_step": 1251,
+ "loss": 0.4993700696548975,
+ "clean_loss": 0.5113595202941489,
+ "noisy_loss_mean": 0.4953735861084804
+ },
+ {
+ "train_step": 1252,
+ "loss": 0.6800120499061703,
+ "clean_loss": 0.6855949788247157,
+ "noisy_loss_mean": 0.6781510735999885
+ },
+ {
+ "train_step": 1253,
+ "loss": 0.637415203890482,
+ "clean_loss": 0.6400714381777518,
+ "noisy_loss_mean": 0.636529792461392
+ },
+ {
+ "train_step": 1254,
+ "loss": 0.5437577593389848,
+ "clean_loss": 0.5473445495501741,
+ "noisy_loss_mean": 0.5425621626019218
+ },
+ {
+ "train_step": 1255,
+ "loss": 0.8390424908119019,
+ "clean_loss": 0.8438288525409472,
+ "noisy_loss_mean": 0.83744703690222
+ },
+ {
+ "train_step": 1256,
+ "loss": 0.6065415236397935,
+ "clean_loss": 0.6027041880221455,
+ "noisy_loss_mean": 0.6078206355123427
+ },
+ {
+ "train_step": 1257,
+ "loss": 0.5231341701120937,
+ "clean_loss": 0.5250997955685406,
+ "noisy_loss_mean": 0.5224789616266116
+ },
+ {
+ "train_step": 1258,
+ "loss": 0.44975246485904946,
+ "clean_loss": 0.4464720634693585,
+ "noisy_loss_mean": 0.4508459319889464
+ },
+ {
+ "train_step": 1259,
+ "loss": 0.550273946129593,
+ "clean_loss": 0.5490729601811903,
+ "noisy_loss_mean": 0.5506742747790606
+ },
+ {
+ "train_step": 1260,
+ "loss": 0.38539766454292157,
+ "clean_loss": 0.3862472753624734,
+ "noisy_loss_mean": 0.3851144609364043
+ },
+ {
+ "train_step": 1261,
+ "loss": 0.5239177093064398,
+ "clean_loss": 0.5275022408265441,
+ "noisy_loss_mean": 0.522722865466405
+ },
+ {
+ "train_step": 1262,
+ "loss": 0.5977522116988746,
+ "clean_loss": 0.6128288960388784,
+ "noisy_loss_mean": 0.5927266502522067
+ },
+ {
+ "train_step": 1263,
+ "loss": 0.8639569367251918,
+ "clean_loss": 0.8622683057380259,
+ "noisy_loss_mean": 0.8645198137209138
+ },
+ {
+ "train_step": 1264,
+ "loss": 0.6953023384635613,
+ "clean_loss": 0.6983683516674203,
+ "noisy_loss_mean": 0.6942803340622749
+ },
+ {
+ "train_step": 1265,
+ "loss": 0.9196247172029546,
+ "clean_loss": 0.9373430187541824,
+ "noisy_loss_mean": 0.9137186166858786
+ },
+ {
+ "train_step": 1266,
+ "loss": 0.5639721764041495,
+ "clean_loss": 0.5631928462847399,
+ "noisy_loss_mean": 0.5642319531106195
+ },
+ {
+ "train_step": 1267,
+ "loss": 0.6210442118305689,
+ "clean_loss": 0.6041683791170873,
+ "noisy_loss_mean": 0.6266694894017294
+ },
+ {
+ "train_step": 1268,
+ "loss": 0.4152592164213003,
+ "clean_loss": 0.4204256260346549,
+ "noisy_loss_mean": 0.41353707988351546
+ },
+ {
+ "train_step": 1269,
+ "loss": 0.6445635672502255,
+ "clean_loss": 0.6408270601012004,
+ "noisy_loss_mean": 0.6458090696332338
+ },
+ {
+ "train_step": 1270,
+ "loss": 0.6206262546256833,
+ "clean_loss": 0.6252291816706793,
+ "noisy_loss_mean": 0.6190919456106848
+ },
+ {
+ "train_step": 1271,
+ "loss": 0.5755450555248598,
+ "clean_loss": 0.5748275479011846,
+ "noisy_loss_mean": 0.5757842247327516
+ },
+ {
+ "train_step": 1272,
+ "loss": 0.5466533523014978,
+ "clean_loss": 0.5411218157990817,
+ "noisy_loss_mean": 0.5484971978023031
+ },
+ {
+ "train_step": 1273,
+ "loss": 0.49292379127155506,
+ "clean_loss": 0.4929165042769044,
+ "noisy_loss_mean": 0.49292622026977195
+ },
+ {
+ "train_step": 1274,
+ "loss": 0.7006578635610333,
+ "clean_loss": 0.7057756649480822,
+ "noisy_loss_mean": 0.6989519297653503
+ },
+ {
+ "train_step": 1275,
+ "loss": 0.7034660480064019,
+ "clean_loss": 0.7011865896107069,
+ "noisy_loss_mean": 0.7042258674716336
+ },
+ {
+ "train_step": 1276,
+ "loss": 0.5098678844332567,
+ "clean_loss": 0.50407682286852,
+ "noisy_loss_mean": 0.5117982382881691
+ },
+ {
+ "train_step": 1277,
+ "loss": 0.43102767335164405,
+ "clean_loss": 0.42798336796741315,
+ "noisy_loss_mean": 0.4320424418130544
+ },
+ {
+ "train_step": 1278,
+ "loss": 0.7178029727604355,
+ "clean_loss": 0.7305266817648365,
+ "noisy_loss_mean": 0.7135617364256351
+ },
+ {
+ "train_step": 1279,
+ "loss": 0.6269507498205669,
+ "clean_loss": 0.624873275647295,
+ "noisy_loss_mean": 0.6276432412116575
+ },
+ {
+ "train_step": 1280,
+ "loss": 0.7137991158091949,
+ "clean_loss": 0.6827291879989182,
+ "noisy_loss_mean": 0.7241557584126204
+ },
+ {
+ "train_step": 1281,
+ "loss": 0.4637622770323688,
+ "clean_loss": 0.4727917853982757,
+ "noisy_loss_mean": 0.4607524409103998
+ },
+ {
+ "train_step": 1282,
+ "loss": 0.7020378939335766,
+ "clean_loss": 0.704509448985519,
+ "noisy_loss_mean": 0.7012140422495957
+ },
+ {
+ "train_step": 1283,
+ "loss": 0.6194553568879264,
+ "clean_loss": 0.6272267543334593,
+ "noisy_loss_mean": 0.6168648910727489
+ },
+ {
+ "train_step": 1284,
+ "loss": 0.5429155055962928,
+ "clean_loss": 0.5444437736532125,
+ "noisy_loss_mean": 0.542406082910653
+ },
+ {
+ "train_step": 1285,
+ "loss": 0.7715110291345678,
+ "clean_loss": 0.7746006424026289,
+ "noisy_loss_mean": 0.7704811580452141
+ },
+ {
+ "train_step": 1286,
+ "loss": 0.6282072798656843,
+ "clean_loss": 0.6237552620945395,
+ "noisy_loss_mean": 0.6296912857893991
+ },
+ {
+ "train_step": 1287,
+ "loss": 0.4078246387705835,
+ "clean_loss": 0.40153943959748567,
+ "noisy_loss_mean": 0.40991970516161613
+ },
+ {
+ "train_step": 1288,
+ "loss": 0.7212408349246616,
+ "clean_loss": 0.7211531969214271,
+ "noisy_loss_mean": 0.7212700475924064
+ },
+ {
+ "train_step": 1289,
+ "loss": 0.6176746127609711,
+ "clean_loss": 0.6103810909946792,
+ "noisy_loss_mean": 0.6201057866830684
+ },
+ {
+ "train_step": 1290,
+ "loss": 0.6373410534824042,
+ "clean_loss": 0.6383492026068927,
+ "noisy_loss_mean": 0.6370050037742414
+ },
+ {
+ "train_step": 1291,
+ "loss": 0.43428815197634624,
+ "clean_loss": 0.42883657490247973,
+ "noisy_loss_mean": 0.43610534433430176
+ },
+ {
+ "train_step": 1292,
+ "loss": 0.5211684582609564,
+ "clean_loss": 0.5145422135917191,
+ "noisy_loss_mean": 0.5233772064840354
+ },
+ {
+ "train_step": 1293,
+ "loss": 0.6597348461864302,
+ "clean_loss": 0.6616154067028687,
+ "noisy_loss_mean": 0.6591079926809508
+ },
+ {
+ "train_step": 1294,
+ "loss": 0.5873564772512174,
+ "clean_loss": 0.5800651978047437,
+ "noisy_loss_mean": 0.5897869037333754
+ },
+ {
+ "train_step": 1295,
+ "loss": 0.44251885800557045,
+ "clean_loss": 0.43730302111800873,
+ "noisy_loss_mean": 0.4442574703014244
+ },
+ {
+ "train_step": 1296,
+ "loss": 0.8170300808849473,
+ "clean_loss": 0.8129057458430424,
+ "noisy_loss_mean": 0.818404859232249
+ },
+ {
+ "train_step": 1297,
+ "loss": 0.71592130383261,
+ "clean_loss": 0.7076873256971339,
+ "noisy_loss_mean": 0.718665963211102
+ },
+ {
+ "train_step": 1298,
+ "loss": 0.6898470725119281,
+ "clean_loss": 0.6885367831708392,
+ "noisy_loss_mean": 0.6902838356256246
+ },
+ {
+ "train_step": 1299,
+ "loss": 0.458290561384664,
+ "clean_loss": 0.4609072108519342,
+ "noisy_loss_mean": 0.457418344895574
+ },
+ {
+ "train_step": 1300,
+ "loss": 0.5805043574063145,
+ "clean_loss": 0.5961381369439522,
+ "noisy_loss_mean": 0.5752930975604351
+ },
+ {
+ "train_step": 1301,
+ "loss": 0.635415420136678,
+ "clean_loss": 0.6270314645551981,
+ "noisy_loss_mean": 0.6382100719971712
+ },
+ {
+ "train_step": 1302,
+ "loss": 0.4153423279261117,
+ "clean_loss": 0.4117660806118991,
+ "noisy_loss_mean": 0.41653441036418254
+ },
+ {
+ "train_step": 1303,
+ "loss": 0.7496055359067568,
+ "clean_loss": 0.7559458552465116,
+ "noisy_loss_mean": 0.7474920961268386
+ },
+ {
+ "train_step": 1304,
+ "loss": 0.6036423165652529,
+ "clean_loss": 0.6002795389646567,
+ "noisy_loss_mean": 0.6047632424321183
+ },
+ {
+ "train_step": 1305,
+ "loss": 0.6071674185615596,
+ "clean_loss": 0.6039708429732885,
+ "noisy_loss_mean": 0.60823294375765
+ },
+ {
+ "train_step": 1306,
+ "loss": 0.6515691631865309,
+ "clean_loss": 0.6576313638389033,
+ "noisy_loss_mean": 0.6495484296357401
+ },
+ {
+ "train_step": 1307,
+ "loss": 0.7267044307951578,
+ "clean_loss": 0.7466051787773512,
+ "noisy_loss_mean": 0.7200708481344268
+ },
+ {
+ "train_step": 1308,
+ "loss": 0.6183191017172787,
+ "clean_loss": 0.6103165447288286,
+ "noisy_loss_mean": 0.6209866207134288
+ },
+ {
+ "train_step": 1309,
+ "loss": 0.5385696579876045,
+ "clean_loss": 0.537217055564501,
+ "noisy_loss_mean": 0.5390205254619723
+ },
+ {
+ "train_step": 1310,
+ "loss": 0.7241251240694099,
+ "clean_loss": 0.7334543052441295,
+ "noisy_loss_mean": 0.7210153970111698
+ },
+ {
+ "train_step": 1311,
+ "loss": 0.3513352716839709,
+ "clean_loss": 0.3534104853104731,
+ "noisy_loss_mean": 0.35064353380847013
+ },
+ {
+ "train_step": 1312,
+ "loss": 0.5948575958994529,
+ "clean_loss": 0.5909951003816244,
+ "noisy_loss_mean": 0.5961450944053959
+ },
+ {
+ "train_step": 1313,
+ "loss": 0.5982909184661085,
+ "clean_loss": 0.6042876737001976,
+ "noisy_loss_mean": 0.5962920000547453
+ },
+ {
+ "train_step": 1314,
+ "loss": 0.5442880060437755,
+ "clean_loss": 0.5603741598199683,
+ "noisy_loss_mean": 0.5389259547850446
+ },
+ {
+ "train_step": 1315,
+ "loss": 0.9452361405413248,
+ "clean_loss": 0.940073368042972,
+ "noisy_loss_mean": 0.9469570647074423
+ },
+ {
+ "train_step": 1316,
+ "loss": 0.7899677862974134,
+ "clean_loss": 0.7875760559906858,
+ "noisy_loss_mean": 0.7907650297329893
+ },
+ {
+ "train_step": 1317,
+ "loss": 0.5071591201091646,
+ "clean_loss": 0.5116634589912414,
+ "noisy_loss_mean": 0.505657673815139
+ },
+ {
+ "train_step": 1318,
+ "loss": 0.5497880826377836,
+ "clean_loss": 0.5438589457262392,
+ "noisy_loss_mean": 0.5517644616082983
+ },
+ {
+ "train_step": 1319,
+ "loss": 0.7410148548189479,
+ "clean_loss": 0.7413779488134848,
+ "noisy_loss_mean": 0.7408938234874357
+ },
+ {
+ "train_step": 1320,
+ "loss": 0.7639912378154052,
+ "clean_loss": 0.7767178863863509,
+ "noisy_loss_mean": 0.7597490216250901
+ },
+ {
+ "train_step": 1321,
+ "loss": 0.6692834678729379,
+ "clean_loss": 0.6638887567018995,
+ "noisy_loss_mean": 0.6710817049299506
+ },
+ {
+ "train_step": 1322,
+ "loss": 0.7461025560408601,
+ "clean_loss": 0.7458283476089378,
+ "noisy_loss_mean": 0.7461939588515007
+ },
+ {
+ "train_step": 1323,
+ "loss": 0.5328427859937099,
+ "clean_loss": 0.5323982479793515,
+ "noisy_loss_mean": 0.5329909653318294
+ },
+ {
+ "train_step": 1324,
+ "loss": 0.38009377336373196,
+ "clean_loss": 0.38149043829895196,
+ "noisy_loss_mean": 0.3796282183853254
+ },
+ {
+ "train_step": 1325,
+ "loss": 0.42441301966769723,
+ "clean_loss": 0.41512352339357805,
+ "noisy_loss_mean": 0.427509518425737
+ },
+ {
+ "train_step": 1326,
+ "loss": 0.5742889698733411,
+ "clean_loss": 0.5721476609404784,
+ "noisy_loss_mean": 0.5750027395176287
+ },
+ {
+ "train_step": 1327,
+ "loss": 0.6575426351764112,
+ "clean_loss": 0.640613386310792,
+ "noisy_loss_mean": 0.6631857181316175
+ },
+ {
+ "train_step": 1328,
+ "loss": 0.5881520154924182,
+ "clean_loss": 0.5894943725167356,
+ "noisy_loss_mean": 0.5877045631509791
+ },
+ {
+ "train_step": 1329,
+ "loss": 0.38493089445307704,
+ "clean_loss": 0.37276136263356174,
+ "noisy_loss_mean": 0.3889874050595821
+ },
+ {
+ "train_step": 1330,
+ "loss": 0.4241202330878842,
+ "clean_loss": 0.41354604304102016,
+ "noisy_loss_mean": 0.4276449631035055
+ },
+ {
+ "train_step": 1331,
+ "loss": 0.6363165087127819,
+ "clean_loss": 0.6361678955639448,
+ "noisy_loss_mean": 0.6363660464290609
+ },
+ {
+ "train_step": 1332,
+ "loss": 0.41713550952863404,
+ "clean_loss": 0.4017732095106675,
+ "noisy_loss_mean": 0.4222562762012896
+ },
+ {
+ "train_step": 1333,
+ "loss": 0.5090197552064732,
+ "clean_loss": 0.5085001743227909,
+ "noisy_loss_mean": 0.5091929488343675
+ },
+ {
+ "train_step": 1334,
+ "loss": 0.44951306789831613,
+ "clean_loss": 0.4441933077196748,
+ "noisy_loss_mean": 0.45128632129119656
+ },
+ {
+ "train_step": 1335,
+ "loss": 0.6543089397590567,
+ "clean_loss": 0.6714071843980427,
+ "noisy_loss_mean": 0.6486095248793946
+ },
+ {
+ "train_step": 1336,
+ "loss": 0.6807549110173041,
+ "clean_loss": 0.682338126443795,
+ "noisy_loss_mean": 0.6802271725418071
+ },
+ {
+ "train_step": 1337,
+ "loss": 0.7215844084382528,
+ "clean_loss": 0.7208196484448864,
+ "noisy_loss_mean": 0.7218393284360416
+ },
+ {
+ "train_step": 1338,
+ "loss": 0.671729422269687,
+ "clean_loss": 0.6588392103350033,
+ "noisy_loss_mean": 0.6760261595812481
+ },
+ {
+ "train_step": 1339,
+ "loss": 0.5903121136998988,
+ "clean_loss": 0.6010561248641897,
+ "noisy_loss_mean": 0.5867307766451352
+ },
+ {
+ "train_step": 1340,
+ "loss": 0.4251407159890402,
+ "clean_loss": 0.4249299218194083,
+ "noisy_loss_mean": 0.42521098071225083
+ },
+ {
+ "train_step": 1341,
+ "loss": 0.6312801739489694,
+ "clean_loss": 0.630028623774839,
+ "noisy_loss_mean": 0.6316973573403463
+ },
+ {
+ "train_step": 1342,
+ "loss": 0.6671523360786564,
+ "clean_loss": 0.6800117330173682,
+ "noisy_loss_mean": 0.6628658704324192
+ },
+ {
+ "train_step": 1343,
+ "loss": 0.6405951431707191,
+ "clean_loss": 0.6429175092130528,
+ "noisy_loss_mean": 0.6398210211566079
+ },
+ {
+ "train_step": 1344,
+ "loss": 0.6489548213739068,
+ "clean_loss": 0.6591462404064278,
+ "noisy_loss_mean": 0.6455576816963998
+ },
+ {
+ "train_step": 1345,
+ "loss": 0.6798262618500578,
+ "clean_loss": 0.6771093830936036,
+ "noisy_loss_mean": 0.6807318881022092
+ },
+ {
+ "train_step": 1346,
+ "loss": 0.6948543975554494,
+ "clean_loss": 0.6887671409070779,
+ "noisy_loss_mean": 0.6968834831049066
+ },
+ {
+ "train_step": 1347,
+ "loss": 0.588309333625517,
+ "clean_loss": 0.5667299053147197,
+ "noisy_loss_mean": 0.5955024763957827
+ },
+ {
+ "train_step": 1348,
+ "loss": 0.5818162638723866,
+ "clean_loss": 0.5725713194297906,
+ "noisy_loss_mean": 0.5848979120199186
+ },
+ {
+ "train_step": 1349,
+ "loss": 0.6091945051157859,
+ "clean_loss": 0.5968492281642767,
+ "noisy_loss_mean": 0.6133095974329555
+ },
+ {
+ "train_step": 1350,
+ "loss": 0.5260518364353551,
+ "clean_loss": 0.5313844127202971,
+ "noisy_loss_mean": 0.5242743110070411
+ },
+ {
+ "train_step": 1351,
+ "loss": 0.6133191962533007,
+ "clean_loss": 0.6138488483205793,
+ "noisy_loss_mean": 0.6131426455642078
+ },
+ {
+ "train_step": 1352,
+ "loss": 0.647296997967121,
+ "clean_loss": 0.6582640299785357,
+ "noisy_loss_mean": 0.6436413206299828
+ },
+ {
+ "train_step": 1353,
+ "loss": 0.6301688125191669,
+ "clean_loss": 0.6241433991225527,
+ "noisy_loss_mean": 0.6321772836513717
+ },
+ {
+ "train_step": 1354,
+ "loss": 0.33462269672327283,
+ "clean_loss": 0.32454117845254654,
+ "noisy_loss_mean": 0.33798320281351485
+ },
+ {
+ "train_step": 1355,
+ "loss": 0.6335575670866167,
+ "clean_loss": 0.6284094234535772,
+ "noisy_loss_mean": 0.6352736149642966
+ },
+ {
+ "train_step": 1356,
+ "loss": 0.6145474895987515,
+ "clean_loss": 0.6231803149741879,
+ "noisy_loss_mean": 0.6116698811402727
+ },
+ {
+ "train_step": 1357,
+ "loss": 0.5873695734542024,
+ "clean_loss": 0.5997554775190778,
+ "noisy_loss_mean": 0.5832409387659105
+ },
+ {
+ "train_step": 1358,
+ "loss": 0.480189305634785,
+ "clean_loss": 0.49480751920321786,
+ "noisy_loss_mean": 0.4753165677786408
+ },
+ {
+ "train_step": 1359,
+ "loss": 0.49771936927303906,
+ "clean_loss": 0.4927889841431688,
+ "noisy_loss_mean": 0.49936283098299583
+ },
+ {
+ "train_step": 1360,
+ "loss": 0.6675792629665689,
+ "clean_loss": 0.6731372995891323,
+ "noisy_loss_mean": 0.6657265840923811
+ },
+ {
+ "train_step": 1361,
+ "loss": 0.565569547178967,
+ "clean_loss": 0.5739478477263393,
+ "noisy_loss_mean": 0.5627767803298429
+ },
+ {
+ "train_step": 1362,
+ "loss": 0.48931388565527517,
+ "clean_loss": 0.4863480389783273,
+ "noisy_loss_mean": 0.49030250121425784
+ },
+ {
+ "train_step": 1363,
+ "loss": 0.5884241589546599,
+ "clean_loss": 0.6069424684263018,
+ "noisy_loss_mean": 0.5822513891307792
+ },
+ {
+ "train_step": 1364,
+ "loss": 0.7689682012221302,
+ "clean_loss": 0.7781763338238972,
+ "noisy_loss_mean": 0.7658988236882077
+ },
+ {
+ "train_step": 1365,
+ "loss": 0.7565546605378457,
+ "clean_loss": 0.7745899041016362,
+ "noisy_loss_mean": 0.7505429126832489
+ },
+ {
+ "train_step": 1366,
+ "loss": 0.717953821995267,
+ "clean_loss": 0.711076388721426,
+ "noisy_loss_mean": 0.7202462997532141
+ },
+ {
+ "train_step": 1367,
+ "loss": 0.5070085168780478,
+ "clean_loss": 0.5000789390388414,
+ "noisy_loss_mean": 0.5093183761577834
+ },
+ {
+ "train_step": 1368,
+ "loss": 0.7193346406073777,
+ "clean_loss": 0.7303298326057045,
+ "noisy_loss_mean": 0.7156695766079356
+ },
+ {
+ "train_step": 1369,
+ "loss": 0.5368374855764857,
+ "clean_loss": 0.5470267465521061,
+ "noisy_loss_mean": 0.5334410652512788
+ },
+ {
+ "train_step": 1370,
+ "loss": 0.6003391790627028,
+ "clean_loss": 0.5993472583058679,
+ "noisy_loss_mean": 0.6006698193149811
+ },
+ {
+ "train_step": 1371,
+ "loss": 0.4254857479180917,
+ "clean_loss": 0.42857821376060234,
+ "noisy_loss_mean": 0.42445492597058815
+ },
+ {
+ "train_step": 1372,
+ "loss": 0.8438611043021151,
+ "clean_loss": 0.8373457073880849,
+ "noisy_loss_mean": 0.8460329032734587
+ },
+ {
+ "train_step": 1373,
+ "loss": 0.5419082704062617,
+ "clean_loss": 0.5411611203940655,
+ "noisy_loss_mean": 0.542157320410327
+ },
+ {
+ "train_step": 1374,
+ "loss": 0.6710381636682956,
+ "clean_loss": 0.675765542766813,
+ "noisy_loss_mean": 0.6694623706354564
+ },
+ {
+ "train_step": 1375,
+ "loss": 0.5494681633108847,
+ "clean_loss": 0.5493381475735348,
+ "noisy_loss_mean": 0.5495115018900013
+ },
+ {
+ "train_step": 1376,
+ "loss": 0.565006296189164,
+ "clean_loss": 0.5599528568846595,
+ "noisy_loss_mean": 0.5666907759573322
+ },
+ {
+ "train_step": 1377,
+ "loss": 0.557020904743333,
+ "clean_loss": 0.5528306323525419,
+ "noisy_loss_mean": 0.55841766220693
+ },
+ {
+ "train_step": 1378,
+ "loss": 0.6679376450115033,
+ "clean_loss": 0.6732193880494978,
+ "noisy_loss_mean": 0.6661770639988386
+ },
+ {
+ "train_step": 1379,
+ "loss": 0.5983829635445148,
+ "clean_loss": 0.6063686430754258,
+ "noisy_loss_mean": 0.5957210703675445
+ },
+ {
+ "train_step": 1380,
+ "loss": 0.6268383160874484,
+ "clean_loss": 0.633960469899164,
+ "noisy_loss_mean": 0.6244642648168766
+ },
+ {
+ "train_step": 1381,
+ "loss": 0.5735756929307134,
+ "clean_loss": 0.5501844575583416,
+ "noisy_loss_mean": 0.5813727713881707
+ },
+ {
+ "train_step": 1382,
+ "loss": 0.41435012539463273,
+ "clean_loss": 0.4134560860540594,
+ "noisy_loss_mean": 0.4146481385081571
+ },
+ {
+ "train_step": 1383,
+ "loss": 0.5338988514180719,
+ "clean_loss": 0.5076822671849508,
+ "noisy_loss_mean": 0.5426377128291122
+ },
+ {
+ "train_step": 1384,
+ "loss": 0.6359835011268306,
+ "clean_loss": 0.6493430077681595,
+ "noisy_loss_mean": 0.6315303322463875
+ },
+ {
+ "train_step": 1385,
+ "loss": 0.5608182771188099,
+ "clean_loss": 0.555283575284937,
+ "noisy_loss_mean": 0.5626631777301009
+ },
+ {
+ "train_step": 1386,
+ "loss": 0.4964753298046314,
+ "clean_loss": 0.49597266992059186,
+ "noisy_loss_mean": 0.4966428830993112
+ },
+ {
+ "train_step": 1387,
+ "loss": 0.4572758132787393,
+ "clean_loss": 0.449824359003001,
+ "noisy_loss_mean": 0.45975963137065207
+ },
+ {
+ "train_step": 1388,
+ "loss": 0.59449444481672,
+ "clean_loss": 0.5941066651493093,
+ "noisy_loss_mean": 0.5946237047058568
+ },
+ {
+ "train_step": 1389,
+ "loss": 0.4615568606710708,
+ "clean_loss": 0.46009498070046356,
+ "noisy_loss_mean": 0.4620441539946065
+ },
+ {
+ "train_step": 1390,
+ "loss": 0.5561600148722556,
+ "clean_loss": 0.5527268893152021,
+ "noisy_loss_mean": 0.5573043900579401
+ },
+ {
+ "train_step": 1391,
+ "loss": 0.6838542234551328,
+ "clean_loss": 0.6910324775464148,
+ "noisy_loss_mean": 0.681461472091372
+ },
+ {
+ "train_step": 1392,
+ "loss": 0.5322340939558835,
+ "clean_loss": 0.5359279499069661,
+ "noisy_loss_mean": 0.531002808638856
+ },
+ {
+ "train_step": 1393,
+ "loss": 0.5169584057685312,
+ "clean_loss": 0.5148687649816436,
+ "noisy_loss_mean": 0.5176549526974937
+ },
+ {
+ "train_step": 1394,
+ "loss": 0.6543487775853533,
+ "clean_loss": 0.6458025861543303,
+ "noisy_loss_mean": 0.657197508062361
+ },
+ {
+ "train_step": 1395,
+ "loss": 0.5097731000412851,
+ "clean_loss": 0.498625052664415,
+ "noisy_loss_mean": 0.5134891158335751
+ },
+ {
+ "train_step": 1396,
+ "loss": 0.6765718325286829,
+ "clean_loss": 0.6765479729761635,
+ "noisy_loss_mean": 0.676579785712856
+ },
+ {
+ "train_step": 1397,
+ "loss": 0.7914897068892105,
+ "clean_loss": 0.8084429817795233,
+ "noisy_loss_mean": 0.7858386152591063
+ },
+ {
+ "train_step": 1398,
+ "loss": 0.688431832758246,
+ "clean_loss": 0.6961016061089167,
+ "noisy_loss_mean": 0.6858752416413559
+ },
+ {
+ "train_step": 1399,
+ "loss": 0.4005832301823522,
+ "clean_loss": 0.3954717433148833,
+ "noisy_loss_mean": 0.40228705913817525
+ },
+ {
+ "train_step": 1400,
+ "loss": 0.6175638848457184,
+ "clean_loss": 0.6144594933116057,
+ "noisy_loss_mean": 0.6185986820237561
+ },
+ {
+ "train_step": 1401,
+ "loss": 0.6738802054402406,
+ "clean_loss": 0.6688923237506933,
+ "noisy_loss_mean": 0.6755428326700897
+ },
+ {
+ "train_step": 1402,
+ "loss": 0.7259543030885599,
+ "clean_loss": 0.7345369152933561,
+ "noisy_loss_mean": 0.7230934323536277
+ },
+ {
+ "train_step": 1403,
+ "loss": 0.5640162170035907,
+ "clean_loss": 0.5628496231020026,
+ "noisy_loss_mean": 0.5644050816374534
+ },
+ {
+ "train_step": 1404,
+ "loss": 0.6497548383840788,
+ "clean_loss": 0.6382884702912566,
+ "noisy_loss_mean": 0.6535769610816863
+ },
+ {
+ "train_step": 1405,
+ "loss": 0.520944226103469,
+ "clean_loss": 0.5219107486447767,
+ "noisy_loss_mean": 0.520622051923033
+ },
+ {
+ "train_step": 1406,
+ "loss": 0.7664849926918353,
+ "clean_loss": 0.7751660803373055,
+ "noisy_loss_mean": 0.7635912968100119
+ },
+ {
+ "train_step": 1407,
+ "loss": 0.6647283996626643,
+ "clean_loss": 0.67790968725415,
+ "noisy_loss_mean": 0.6603346371321691
+ },
+ {
+ "train_step": 1408,
+ "loss": 0.8248844822907431,
+ "clean_loss": 0.83779737539962,
+ "noisy_loss_mean": 0.8205801845877843
+ },
+ {
+ "train_step": 1409,
+ "loss": 0.5553565922904667,
+ "clean_loss": 0.5410186129144083,
+ "noisy_loss_mean": 0.5601359187491529
+ },
+ {
+ "train_step": 1410,
+ "loss": 0.720003401997902,
+ "clean_loss": 0.7325133170112141,
+ "noisy_loss_mean": 0.7158334303267981
+ },
+ {
+ "train_step": 1411,
+ "loss": 0.503665515463474,
+ "clean_loss": 0.5081243529751863,
+ "noisy_loss_mean": 0.5021792362929033
+ },
+ {
+ "train_step": 1412,
+ "loss": 0.6030254021873029,
+ "clean_loss": 0.5934492570246381,
+ "noisy_loss_mean": 0.6062174505748579
+ },
+ {
+ "train_step": 1413,
+ "loss": 0.5888292297265447,
+ "clean_loss": 0.5893913147996506,
+ "noisy_loss_mean": 0.5886418680355093
+ },
+ {
+ "train_step": 1414,
+ "loss": 0.5188215561217461,
+ "clean_loss": 0.5140771262009612,
+ "noisy_loss_mean": 0.5204030327620078
+ },
+ {
+ "train_step": 1415,
+ "loss": 0.516667457693349,
+ "clean_loss": 0.5252681239424953,
+ "noisy_loss_mean": 0.5138005689436336
+ },
+ {
+ "train_step": 1416,
+ "loss": 0.596150565047274,
+ "clean_loss": 0.5984644217348374,
+ "noisy_loss_mean": 0.595379279484753
+ },
+ {
+ "train_step": 1417,
+ "loss": 0.5348092673462157,
+ "clean_loss": 0.5395973535871689,
+ "noisy_loss_mean": 0.5332132385992314
+ },
+ {
+ "train_step": 1418,
+ "loss": 0.581405410799863,
+ "clean_loss": 0.5988591392127371,
+ "noisy_loss_mean": 0.575587501328905
+ },
+ {
+ "train_step": 1419,
+ "loss": 0.7363385185548261,
+ "clean_loss": 0.7118781959280849,
+ "noisy_loss_mean": 0.7444919594304066
+ },
+ {
+ "train_step": 1420,
+ "loss": 0.6253743912635351,
+ "clean_loss": 0.622029391874502,
+ "noisy_loss_mean": 0.6264893910598796
+ },
+ {
+ "train_step": 1421,
+ "loss": 0.5887044685293292,
+ "clean_loss": 0.6046673372577065,
+ "noisy_loss_mean": 0.5833835122865367
+ },
+ {
+ "train_step": 1422,
+ "loss": 0.7103469181402702,
+ "clean_loss": 0.7076220950948741,
+ "noisy_loss_mean": 0.7112551924887355
+ },
+ {
+ "train_step": 1423,
+ "loss": 0.7484381265409698,
+ "clean_loss": 0.7397414806965147,
+ "noisy_loss_mean": 0.7513370084891214
+ },
+ {
+ "train_step": 1424,
+ "loss": 0.6354446278748674,
+ "clean_loss": 0.6386228614281347,
+ "noisy_loss_mean": 0.6343852166904451
+ },
+ {
+ "train_step": 1425,
+ "loss": 0.559073139802578,
+ "clean_loss": 0.5729923318561084,
+ "noisy_loss_mean": 0.5544334091180679
+ },
+ {
+ "train_step": 1426,
+ "loss": 0.523034779752225,
+ "clean_loss": 0.5309905756195795,
+ "noisy_loss_mean": 0.5203828477964402
+ },
+ {
+ "train_step": 1427,
+ "loss": 0.4929668529537777,
+ "clean_loss": 0.4887801526018969,
+ "noisy_loss_mean": 0.4943624197377379
+ },
+ {
+ "train_step": 1428,
+ "loss": 0.7047026465245236,
+ "clean_loss": 0.6982115567003121,
+ "noisy_loss_mean": 0.7068663431325942
+ },
+ {
+ "train_step": 1429,
+ "loss": 0.6905064301230425,
+ "clean_loss": 0.6894228344765546,
+ "noisy_loss_mean": 0.6908676286718718
+ },
+ {
+ "train_step": 1430,
+ "loss": 0.6469174993737037,
+ "clean_loss": 0.6428586862880651,
+ "noisy_loss_mean": 0.6482704370689166
+ },
+ {
+ "train_step": 1431,
+ "loss": 0.3885209284697143,
+ "clean_loss": 0.38690116862199264,
+ "noisy_loss_mean": 0.38906084841895483
+ },
+ {
+ "train_step": 1432,
+ "loss": 0.5072103147065783,
+ "clean_loss": 0.5104280479121702,
+ "noisy_loss_mean": 0.5061377369713811
+ },
+ {
+ "train_step": 1433,
+ "loss": 0.46492158557855845,
+ "clean_loss": 0.48335967376213385,
+ "noisy_loss_mean": 0.4587755561840334
+ },
+ {
+ "train_step": 1434,
+ "loss": 0.6872086613504265,
+ "clean_loss": 0.6859376942635956,
+ "noisy_loss_mean": 0.6876323170460367
+ },
+ {
+ "train_step": 1435,
+ "loss": 0.7588352585693543,
+ "clean_loss": 0.7626726094807286,
+ "noisy_loss_mean": 0.7575561415988963
+ },
+ {
+ "train_step": 1436,
+ "loss": 0.704293858081446,
+ "clean_loss": 0.709711156432559,
+ "noisy_loss_mean": 0.7024880919644083
+ },
+ {
+ "train_step": 1437,
+ "loss": 0.6202246064164926,
+ "clean_loss": 0.6139118730024343,
+ "noisy_loss_mean": 0.6223288508878453
+ },
+ {
+ "train_step": 1438,
+ "loss": 0.4956732008426698,
+ "clean_loss": 0.4993876777080956,
+ "noisy_loss_mean": 0.49443504188752785
+ },
+ {
+ "train_step": 1439,
+ "loss": 0.6088076961251208,
+ "clean_loss": 0.6062121503641327,
+ "noisy_loss_mean": 0.6096728780454501
+ },
+ {
+ "train_step": 1440,
+ "loss": 0.44591158276915654,
+ "clean_loss": 0.4536223957215152,
+ "noisy_loss_mean": 0.44334131178503705
+ },
+ {
+ "train_step": 1441,
+ "loss": 0.4535758679989209,
+ "clean_loss": 0.464085589832076,
+ "noisy_loss_mean": 0.45007262738786924
+ },
+ {
+ "train_step": 1442,
+ "loss": 0.5006275681990731,
+ "clean_loss": 0.4982990811230016,
+ "noisy_loss_mean": 0.5014037305577634
+ },
+ {
+ "train_step": 1443,
+ "loss": 0.5058995913372626,
+ "clean_loss": 0.5056819045001719,
+ "noisy_loss_mean": 0.5059721536162929
+ },
+ {
+ "train_step": 1444,
+ "loss": 0.46802541707688594,
+ "clean_loss": 0.4591846254428642,
+ "noisy_loss_mean": 0.4709723476215599
+ },
+ {
+ "train_step": 1445,
+ "loss": 0.451068336821339,
+ "clean_loss": 0.4419397893192517,
+ "noisy_loss_mean": 0.4541111859887015
+ },
+ {
+ "train_step": 1446,
+ "loss": 0.5573951789571023,
+ "clean_loss": 0.5594567262503156,
+ "noisy_loss_mean": 0.5567079965260313
+ },
+ {
+ "train_step": 1447,
+ "loss": 0.430563988944614,
+ "clean_loss": 0.4170726206955214,
+ "noisy_loss_mean": 0.43506111169431155
+ },
+ {
+ "train_step": 1448,
+ "loss": 0.5748685123653561,
+ "clean_loss": 0.5798876423750978,
+ "noisy_loss_mean": 0.5731954690287755
+ },
+ {
+ "train_step": 1449,
+ "loss": 0.4277266146580324,
+ "clean_loss": 0.42750815562118455,
+ "noisy_loss_mean": 0.42779943433698175
+ },
+ {
+ "train_step": 1450,
+ "loss": 0.41246137810953254,
+ "clean_loss": 0.4157949190245072,
+ "noisy_loss_mean": 0.4113501978045409
+ },
+ {
+ "train_step": 1451,
+ "loss": 0.7805287989961786,
+ "clean_loss": 0.7874083254745604,
+ "noisy_loss_mean": 0.7782356235033846
+ },
+ {
+ "train_step": 1452,
+ "loss": 0.7473656908013162,
+ "clean_loss": 0.7495262049081636,
+ "noisy_loss_mean": 0.7466455194323672
+ },
+ {
+ "train_step": 1453,
+ "loss": 0.65154175642127,
+ "clean_loss": 0.664165431914608,
+ "noisy_loss_mean": 0.6473338645901573
+ },
+ {
+ "train_step": 1454,
+ "loss": 0.47227100697105706,
+ "clean_loss": 0.46491623463329734,
+ "noisy_loss_mean": 0.4747225977503103
+ },
+ {
+ "train_step": 1455,
+ "loss": 0.6051417802887871,
+ "clean_loss": 0.6044300434682633,
+ "noisy_loss_mean": 0.6053790258956284
+ },
+ {
+ "train_step": 1456,
+ "loss": 0.4742941123184493,
+ "clean_loss": 0.46945199343588406,
+ "noisy_loss_mean": 0.4759081519459711
+ },
+ {
+ "train_step": 1457,
+ "loss": 0.7255582379535677,
+ "clean_loss": 0.7271649753136538,
+ "noisy_loss_mean": 0.7250226588335389
+ },
+ {
+ "train_step": 1458,
+ "loss": 0.45227472538707414,
+ "clean_loss": 0.44992045961781746,
+ "noisy_loss_mean": 0.45305948064349305
+ },
+ {
+ "train_step": 1459,
+ "loss": 0.6333441047847708,
+ "clean_loss": 0.6230930557851772,
+ "noisy_loss_mean": 0.6367611211179688
+ },
+ {
+ "train_step": 1460,
+ "loss": 0.3879792391183199,
+ "clean_loss": 0.38050265437917796,
+ "noisy_loss_mean": 0.39047143403136725
+ },
+ {
+ "train_step": 1461,
+ "loss": 0.4656254245206492,
+ "clean_loss": 0.46738332251798986,
+ "noisy_loss_mean": 0.46503945852153566
+ },
+ {
+ "train_step": 1462,
+ "loss": 0.49180678410600076,
+ "clean_loss": 0.4770524472896075,
+ "noisy_loss_mean": 0.49672489637813194
+ },
+ {
+ "train_step": 1463,
+ "loss": 0.7808808927483395,
+ "clean_loss": 0.7760697411649818,
+ "noisy_loss_mean": 0.7824846099427921
+ },
+ {
+ "train_step": 1464,
+ "loss": 0.6098894957046439,
+ "clean_loss": 0.6230559453606984,
+ "noisy_loss_mean": 0.6055006791526257
+ },
+ {
+ "train_step": 1465,
+ "loss": 0.7181171959337108,
+ "clean_loss": 0.7146297470535546,
+ "noisy_loss_mean": 0.7192796788937629
+ },
+ {
+ "train_step": 1466,
+ "loss": 0.4152214341198832,
+ "clean_loss": 0.42415595971301495,
+ "noisy_loss_mean": 0.4122432589221727
+ },
+ {
+ "train_step": 1467,
+ "loss": 0.5934170088321843,
+ "clean_loss": 0.5961933751509227,
+ "noisy_loss_mean": 0.5924915533926048
+ },
+ {
+ "train_step": 1468,
+ "loss": 0.6946987874108431,
+ "clean_loss": 0.6991337383174918,
+ "noisy_loss_mean": 0.6932204704419602
+ },
+ {
+ "train_step": 1469,
+ "loss": 0.6151932415666423,
+ "clean_loss": 0.6268833042671162,
+ "noisy_loss_mean": 0.6112965539998177
+ },
+ {
+ "train_step": 1470,
+ "loss": 0.5019156477702731,
+ "clean_loss": 0.4998733476107528,
+ "noisy_loss_mean": 0.5025964144901133
+ },
+ {
+ "train_step": 1471,
+ "loss": 0.8052271490289044,
+ "clean_loss": 0.8013419601317502,
+ "noisy_loss_mean": 0.8065222119946225
+ },
+ {
+ "train_step": 1472,
+ "loss": 0.860747224459011,
+ "clean_loss": 0.8457308933909783,
+ "noisy_loss_mean": 0.8657526681483553
+ },
+ {
+ "train_step": 1473,
+ "loss": 0.57638455022334,
+ "clean_loss": 0.5700979503637826,
+ "noisy_loss_mean": 0.578480083509859
+ },
+ {
+ "train_step": 1474,
+ "loss": 0.5798840297160496,
+ "clean_loss": 0.5773955538756242,
+ "noisy_loss_mean": 0.580713521662858
+ },
+ {
+ "train_step": 1475,
+ "loss": 0.5288587142053229,
+ "clean_loss": 0.519316811396466,
+ "noisy_loss_mean": 0.5320393484749419
+ },
+ {
+ "train_step": 1476,
+ "loss": 0.41864509430348074,
+ "clean_loss": 0.42143628862337307,
+ "noisy_loss_mean": 0.41771469619684987
+ },
+ {
+ "train_step": 1477,
+ "loss": 0.5719792446133303,
+ "clean_loss": 0.5567048077115884,
+ "noisy_loss_mean": 0.5770707235805775
+ },
+ {
+ "train_step": 1478,
+ "loss": 0.5839683501536738,
+ "clean_loss": 0.5677769234943506,
+ "noisy_loss_mean": 0.5893654923734482
+ },
+ {
+ "train_step": 1479,
+ "loss": 0.618050264434473,
+ "clean_loss": 0.6206827734320051,
+ "noisy_loss_mean": 0.6171727614352956
+ },
+ {
+ "train_step": 1480,
+ "loss": 0.5731882887614517,
+ "clean_loss": 0.5721617755478527,
+ "noisy_loss_mean": 0.5735304598326514
+ },
+ {
+ "train_step": 1481,
+ "loss": 0.6412759292770088,
+ "clean_loss": 0.6325755086625197,
+ "noisy_loss_mean": 0.6441760694818385
+ },
+ {
+ "train_step": 1482,
+ "loss": 0.4066540892192958,
+ "clean_loss": 0.4023895129910739,
+ "noisy_loss_mean": 0.40807561462870307
+ },
+ {
+ "train_step": 1483,
+ "loss": 0.4907814110012615,
+ "clean_loss": 0.503568218250079,
+ "noisy_loss_mean": 0.48651914191832235
+ },
+ {
+ "train_step": 1484,
+ "loss": 0.6203734818169595,
+ "clean_loss": 0.6073857481072025,
+ "noisy_loss_mean": 0.6247027263868786
+ },
+ {
+ "train_step": 1485,
+ "loss": 0.6613488605058748,
+ "clean_loss": 0.6080895064986834,
+ "noisy_loss_mean": 0.6791019785082719
+ },
+ {
+ "train_step": 1486,
+ "loss": 0.5656257905703261,
+ "clean_loss": 0.5837136829719951,
+ "noisy_loss_mean": 0.5595964931031032
+ },
+ {
+ "train_step": 1487,
+ "loss": 0.4299693972673432,
+ "clean_loss": 0.4344478671589911,
+ "noisy_loss_mean": 0.42847657397012723
+ },
+ {
+ "train_step": 1488,
+ "loss": 0.592884395676984,
+ "clean_loss": 0.6119214681909617,
+ "noisy_loss_mean": 0.5865387048389914
+ },
+ {
+ "train_step": 1489,
+ "loss": 0.6165499316109108,
+ "clean_loss": 0.6261766721364681,
+ "noisy_loss_mean": 0.6133410181023916
+ },
+ {
+ "train_step": 1490,
+ "loss": 0.5890227947532403,
+ "clean_loss": 0.5845675249783584,
+ "noisy_loss_mean": 0.5905078846782009
+ },
+ {
+ "train_step": 1491,
+ "loss": 0.5596363859862493,
+ "clean_loss": 0.5744160911879228,
+ "noisy_loss_mean": 0.5547098175856915
+ },
+ {
+ "train_step": 1492,
+ "loss": 0.3493895093296443,
+ "clean_loss": 0.35570257329510363,
+ "noisy_loss_mean": 0.3472851546744911
+ },
+ {
+ "train_step": 1493,
+ "loss": 0.5568642143857483,
+ "clean_loss": 0.5472060595388928,
+ "noisy_loss_mean": 0.5600835993347002
+ },
+ {
+ "train_step": 1494,
+ "loss": 0.6525153781879927,
+ "clean_loss": 0.6761227229403395,
+ "noisy_loss_mean": 0.6446462632705438
+ },
+ {
+ "train_step": 1495,
+ "loss": 0.36885467760243573,
+ "clean_loss": 0.3771884360536052,
+ "noisy_loss_mean": 0.36607675811871254
+ },
+ {
+ "train_step": 1496,
+ "loss": 0.43864811599983766,
+ "clean_loss": 0.4442867507878797,
+ "noisy_loss_mean": 0.43676857107049033
+ },
+ {
+ "train_step": 1497,
+ "loss": 0.6383767361513983,
+ "clean_loss": 0.6394060845081091,
+ "noisy_loss_mean": 0.6380336200324946
+ },
+ {
+ "train_step": 1498,
+ "loss": 0.47682340845580357,
+ "clean_loss": 0.5048826407731692,
+ "noisy_loss_mean": 0.4674703310166817
+ },
+ {
+ "train_step": 1499,
+ "loss": 0.6773474488733074,
+ "clean_loss": 0.6683909629182248,
+ "noisy_loss_mean": 0.6803329441916683
+ },
+ {
+ "train_step": 1500,
+ "loss": 0.4796483112731865,
+ "clean_loss": 0.47151213015206156,
+ "noisy_loss_mean": 0.48236037164689477
+ },
+ {
+ "train_step": 1501,
+ "loss": 0.4963233525573254,
+ "clean_loss": 0.48695778347850754,
+ "noisy_loss_mean": 0.4994452089169313
+ },
+ {
+ "train_step": 1502,
+ "loss": 0.5120527831134409,
+ "clean_loss": 0.5094104275238878,
+ "noisy_loss_mean": 0.5129335683099586
+ },
+ {
+ "train_step": 1503,
+ "loss": 0.44808306986130486,
+ "clean_loss": 0.45606524023541745,
+ "noisy_loss_mean": 0.44542234640326733
+ },
+ {
+ "train_step": 1504,
+ "loss": 0.3793768963268531,
+ "clean_loss": 0.3821633206831371,
+ "noisy_loss_mean": 0.37844808820809184
+ },
+ {
+ "train_step": 1505,
+ "loss": 0.5732069529923491,
+ "clean_loss": 0.5815555022546609,
+ "noisy_loss_mean": 0.5704241032382452
+ },
+ {
+ "train_step": 1506,
+ "loss": 0.5659414278111292,
+ "clean_loss": 0.5712470466720856,
+ "noisy_loss_mean": 0.5641728881908106
+ },
+ {
+ "train_step": 1507,
+ "loss": 0.5269652842514704,
+ "clean_loss": 0.5244352559178229,
+ "noisy_loss_mean": 0.5278086270293529
+ },
+ {
+ "train_step": 1508,
+ "loss": 0.5895922088875192,
+ "clean_loss": 0.5977315586482564,
+ "noisy_loss_mean": 0.5868790923006069
+ },
+ {
+ "train_step": 1509,
+ "loss": 0.46869923908622574,
+ "clean_loss": 0.45798670914528905,
+ "noisy_loss_mean": 0.47227008239987134
+ },
+ {
+ "train_step": 1510,
+ "loss": 0.5096766644612679,
+ "clean_loss": 0.50826906141262,
+ "noisy_loss_mean": 0.5101458654774839
+ },
+ {
+ "train_step": 1511,
+ "loss": 0.494617685767638,
+ "clean_loss": 0.49092281117401493,
+ "noisy_loss_mean": 0.4958493106321789
+ },
+ {
+ "train_step": 1512,
+ "loss": 0.3669953322596261,
+ "clean_loss": 0.36409394603835166,
+ "noisy_loss_mean": 0.3679624610000509
+ },
+ {
+ "train_step": 1513,
+ "loss": 0.5054168501332036,
+ "clean_loss": 0.49416047946263153,
+ "noisy_loss_mean": 0.509168973690061
+ },
+ {
+ "train_step": 1514,
+ "loss": 0.5522006943312955,
+ "clean_loss": 0.5440071495750909,
+ "noisy_loss_mean": 0.554931875916697
+ },
+ {
+ "train_step": 1515,
+ "loss": 0.650860360232324,
+ "clean_loss": 0.6566997731008778,
+ "noisy_loss_mean": 0.6489138892761394
+ },
+ {
+ "train_step": 1516,
+ "loss": 0.5650078874299085,
+ "clean_loss": 0.5702328610472808,
+ "noisy_loss_mean": 0.563266229557451
+ },
+ {
+ "train_step": 1517,
+ "loss": 0.604840699012634,
+ "clean_loss": 0.6002184995405809,
+ "noisy_loss_mean": 0.6063814321699852
+ },
+ {
+ "train_step": 1518,
+ "loss": 0.697158747194041,
+ "clean_loss": 0.7047181298534316,
+ "noisy_loss_mean": 0.6946389529742442
+ },
+ {
+ "train_step": 1519,
+ "loss": 0.4256598492204766,
+ "clean_loss": 0.4256528247841819,
+ "noisy_loss_mean": 0.42566219069924155
+ },
+ {
+ "train_step": 1520,
+ "loss": 0.4813737537184217,
+ "clean_loss": 0.4785610213614655,
+ "noisy_loss_mean": 0.48231133117074054
+ },
+ {
+ "train_step": 1521,
+ "loss": 0.5541043207666368,
+ "clean_loss": 0.5572424672365067,
+ "noisy_loss_mean": 0.5530582719433469
+ },
+ {
+ "train_step": 1522,
+ "loss": 0.6553160359182248,
+ "clean_loss": 0.6467926554627088,
+ "noisy_loss_mean": 0.6581571627367301
+ },
+ {
+ "train_step": 1523,
+ "loss": 0.7299252611027462,
+ "clean_loss": 0.7159885579002155,
+ "noisy_loss_mean": 0.7345708288369233
+ },
+ {
+ "train_step": 1524,
+ "loss": 0.5832201874312362,
+ "clean_loss": 0.5952266144826095,
+ "noisy_loss_mean": 0.5792180450807783
+ },
+ {
+ "train_step": 1525,
+ "loss": 0.6930151995288462,
+ "clean_loss": 0.6896405803676144,
+ "noisy_loss_mean": 0.69414007258259
+ },
+ {
+ "train_step": 1526,
+ "loss": 0.6510461262938383,
+ "clean_loss": 0.6387673611494076,
+ "noisy_loss_mean": 0.6551390480086484
+ },
+ {
+ "train_step": 1527,
+ "loss": 0.361333896819772,
+ "clean_loss": 0.3738187210945649,
+ "noisy_loss_mean": 0.35717228872817436
+ },
+ {
+ "train_step": 1528,
+ "loss": 0.6267040323127637,
+ "clean_loss": 0.6274481620390409,
+ "noisy_loss_mean": 0.6264559890706715
+ },
+ {
+ "train_step": 1529,
+ "loss": 0.8056144906686118,
+ "clean_loss": 0.7827344249793508,
+ "noisy_loss_mean": 0.8132411792316988
+ },
+ {
+ "train_step": 1530,
+ "loss": 0.4736556661661089,
+ "clean_loss": 0.4695204150274866,
+ "noisy_loss_mean": 0.4750340832123163
+ },
+ {
+ "train_step": 1531,
+ "loss": 0.601425522312386,
+ "clean_loss": 0.5859412556492314,
+ "noisy_loss_mean": 0.6065869445334374
+ },
+ {
+ "train_step": 1532,
+ "loss": 0.5704857942054882,
+ "clean_loss": 0.5691827475763016,
+ "noisy_loss_mean": 0.5709201430818838
+ },
+ {
+ "train_step": 1533,
+ "loss": 0.6942109411595294,
+ "clean_loss": 0.6994174714053802,
+ "noisy_loss_mean": 0.6924754310775793
+ },
+ {
+ "train_step": 1534,
+ "loss": 0.5214121083587474,
+ "clean_loss": 0.5263590281423304,
+ "noisy_loss_mean": 0.5197631350975532
+ },
+ {
+ "train_step": 1535,
+ "loss": 0.6569100132857251,
+ "clean_loss": 0.6630090999491225,
+ "noisy_loss_mean": 0.654876984397926
+ },
+ {
+ "train_step": 1536,
+ "loss": 0.6826784968033754,
+ "clean_loss": 0.6804544103670285,
+ "noisy_loss_mean": 0.6834198589488244
+ },
+ {
+ "train_step": 1537,
+ "loss": 0.5160628709470725,
+ "clean_loss": 0.512073793674774,
+ "noisy_loss_mean": 0.5173925633711721
+ },
+ {
+ "train_step": 1538,
+ "loss": 0.5773094771538995,
+ "clean_loss": 0.5741709738481728,
+ "noisy_loss_mean": 0.578355644922475
+ },
+ {
+ "train_step": 1539,
+ "loss": 0.6403878983800835,
+ "clean_loss": 0.637209606337809,
+ "noisy_loss_mean": 0.6414473290608417
+ },
+ {
+ "train_step": 1540,
+ "loss": 0.7758532167752192,
+ "clean_loss": 0.7827149320934672,
+ "noisy_loss_mean": 0.7735659783358034
+ },
+ {
+ "train_step": 1541,
+ "loss": 0.5108158065703399,
+ "clean_loss": 0.5125903049844535,
+ "noisy_loss_mean": 0.5102243070989687
+ },
+ {
+ "train_step": 1542,
+ "loss": 0.549864892049685,
+ "clean_loss": 0.5569182580143782,
+ "noisy_loss_mean": 0.547513770061454
+ },
+ {
+ "train_step": 1543,
+ "loss": 0.48368527948363205,
+ "clean_loss": 0.4916297285012982,
+ "noisy_loss_mean": 0.48103712981107666
+ },
+ {
+ "train_step": 1544,
+ "loss": 0.4956612875306864,
+ "clean_loss": 0.4994337860684914,
+ "noisy_loss_mean": 0.4944037880180847
+ },
+ {
+ "train_step": 1545,
+ "loss": 0.49437503393508647,
+ "clean_loss": 0.5040813318621218,
+ "noisy_loss_mean": 0.49113960129274137
+ },
+ {
+ "train_step": 1546,
+ "loss": 0.7022261905552878,
+ "clean_loss": 0.6909067950044946,
+ "noisy_loss_mean": 0.7059993224055522
+ },
+ {
+ "train_step": 1547,
+ "loss": 0.4727779499287064,
+ "clean_loss": 0.480660875812587,
+ "noisy_loss_mean": 0.4701503079674129
+ },
+ {
+ "train_step": 1548,
+ "loss": 0.5457925182650596,
+ "clean_loss": 0.5583355658520182,
+ "noisy_loss_mean": 0.54161150240274
+ },
+ {
+ "train_step": 1549,
+ "loss": 0.6362429516661117,
+ "clean_loss": 0.6263468984103844,
+ "noisy_loss_mean": 0.6395416360846873
+ },
+ {
+ "train_step": 1550,
+ "loss": 0.44636972762287763,
+ "clean_loss": 0.43406354334749314,
+ "noisy_loss_mean": 0.4504717890480057
+ },
+ {
+ "train_step": 1551,
+ "loss": 0.4480124538008705,
+ "clean_loss": 0.4321405401008863,
+ "noisy_loss_mean": 0.4533030917008652
+ },
+ {
+ "train_step": 1552,
+ "loss": 0.644498487511437,
+ "clean_loss": 0.6493714418795519,
+ "noisy_loss_mean": 0.642874169388732
+ },
+ {
+ "train_step": 1553,
+ "loss": 0.43452939075056723,
+ "clean_loss": 0.4347958798250269,
+ "noisy_loss_mean": 0.4344405610590807
+ },
+ {
+ "train_step": 1554,
+ "loss": 0.592581455097323,
+ "clean_loss": 0.6038736683443626,
+ "noisy_loss_mean": 0.5888173840149763
+ },
+ {
+ "train_step": 1555,
+ "loss": 0.6050901860241582,
+ "clean_loss": 0.607651004515135,
+ "noisy_loss_mean": 0.6042365798604993
+ },
+ {
+ "train_step": 1556,
+ "loss": 0.6290394996432622,
+ "clean_loss": 0.632465005115266,
+ "noisy_loss_mean": 0.6278976644859275
+ },
+ {
+ "train_step": 1557,
+ "loss": 0.45385641234089635,
+ "clean_loss": 0.4526614389095379,
+ "noisy_loss_mean": 0.45425473681801587
+ },
+ {
+ "train_step": 1558,
+ "loss": 0.39478052920232753,
+ "clean_loss": 0.40114799752504715,
+ "noisy_loss_mean": 0.392658039761421
+ },
+ {
+ "train_step": 1559,
+ "loss": 0.6006331700170435,
+ "clean_loss": 0.6126701375709054,
+ "noisy_loss_mean": 0.5966208474990897
+ },
+ {
+ "train_step": 1560,
+ "loss": 0.5819436108256634,
+ "clean_loss": 0.5829572489645906,
+ "noisy_loss_mean": 0.5816057314460209
+ },
+ {
+ "train_step": 1561,
+ "loss": 0.4446140625389443,
+ "clean_loss": 0.44245443964588205,
+ "noisy_loss_mean": 0.44533393683663175
+ },
+ {
+ "train_step": 1562,
+ "loss": 0.5780418426597425,
+ "clean_loss": 0.5736292921417906,
+ "noisy_loss_mean": 0.579512692832393
+ },
+ {
+ "train_step": 1563,
+ "loss": 0.5151667994962719,
+ "clean_loss": 0.5177182288574018,
+ "noisy_loss_mean": 0.5143163230425619
+ },
+ {
+ "train_step": 1564,
+ "loss": 0.5453705390893525,
+ "clean_loss": 0.5345634753172661,
+ "noisy_loss_mean": 0.5489728936800481
+ },
+ {
+ "train_step": 1565,
+ "loss": 0.6319575597566269,
+ "clean_loss": 0.6280255136473596,
+ "noisy_loss_mean": 0.6332682417930493
+ },
+ {
+ "train_step": 1566,
+ "loss": 0.5876585370039145,
+ "clean_loss": 0.5863181016622577,
+ "noisy_loss_mean": 0.5881053487844666
+ },
+ {
+ "train_step": 1567,
+ "loss": 0.8164206775042983,
+ "clean_loss": 0.8036502778027299,
+ "noisy_loss_mean": 0.820677477404821
+ },
+ {
+ "train_step": 1568,
+ "loss": 0.48567468712300443,
+ "clean_loss": 0.4799390623949721,
+ "noisy_loss_mean": 0.4875865620323485
+ },
+ {
+ "train_step": 1569,
+ "loss": 0.32243772497879963,
+ "clean_loss": 0.32064948807238725,
+ "noisy_loss_mean": 0.3230338039476038
+ },
+ {
+ "train_step": 1570,
+ "loss": 0.7756952994044825,
+ "clean_loss": 0.7768651887326088,
+ "noisy_loss_mean": 0.7753053362951069
+ },
+ {
+ "train_step": 1571,
+ "loss": 0.5873342147188955,
+ "clean_loss": 0.589800199819029,
+ "noisy_loss_mean": 0.5865122196855177
+ },
+ {
+ "train_step": 1572,
+ "loss": 0.534707258670299,
+ "clean_loss": 0.53183141530736,
+ "noisy_loss_mean": 0.5356658731246121
+ },
+ {
+ "train_step": 1573,
+ "loss": 0.7198356772921504,
+ "clean_loss": 0.7134457387635108,
+ "noisy_loss_mean": 0.7219656568016969
+ },
+ {
+ "train_step": 1574,
+ "loss": 0.48455794181201495,
+ "clean_loss": 0.5057801189762526,
+ "noisy_loss_mean": 0.477483882757269
+ },
+ {
+ "train_step": 1575,
+ "loss": 0.48952172028140883,
+ "clean_loss": 0.4853740001010091,
+ "noisy_loss_mean": 0.4909042936748755
+ },
+ {
+ "train_step": 1576,
+ "loss": 0.5791112279048654,
+ "clean_loss": 0.5929284371947089,
+ "noisy_loss_mean": 0.5745054914749175
+ },
+ {
+ "train_step": 1577,
+ "loss": 0.5023466023966503,
+ "clean_loss": 0.501745022202873,
+ "noisy_loss_mean": 0.5025471291279094
+ },
+ {
+ "train_step": 1578,
+ "loss": 0.6058017169001851,
+ "clean_loss": 0.6124505588939616,
+ "noisy_loss_mean": 0.6035854362355929
+ },
+ {
+ "train_step": 1579,
+ "loss": 0.6235574383351485,
+ "clean_loss": 0.6265515355466029,
+ "noisy_loss_mean": 0.6225594059313304
+ },
+ {
+ "train_step": 1580,
+ "loss": 0.5359512869674715,
+ "clean_loss": 0.5270982994919309,
+ "noisy_loss_mean": 0.5389022827926517
+ },
+ {
+ "train_step": 1581,
+ "loss": 0.6547669526638717,
+ "clean_loss": 0.6580923660443704,
+ "noisy_loss_mean": 0.653658481537039
+ },
+ {
+ "train_step": 1582,
+ "loss": 0.5239806677326946,
+ "clean_loss": 0.5204549253373398,
+ "noisy_loss_mean": 0.5251559151978127
+ },
+ {
+ "train_step": 1583,
+ "loss": 0.5239412247727155,
+ "clean_loss": 0.5293281407040926,
+ "noisy_loss_mean": 0.5221455861289231
+ },
+ {
+ "train_step": 1584,
+ "loss": 0.5219629018104152,
+ "clean_loss": 0.5303241086566033,
+ "noisy_loss_mean": 0.5191758328616859
+ },
+ {
+ "train_step": 1585,
+ "loss": 0.4676434661163511,
+ "clean_loss": 0.46182272867425367,
+ "noisy_loss_mean": 0.46958371193038345
+ },
+ {
+ "train_step": 1586,
+ "loss": 0.5758276524932875,
+ "clean_loss": 0.570261616901368,
+ "noisy_loss_mean": 0.577682997690594
+ },
+ {
+ "train_step": 1587,
+ "loss": 0.6577936832368331,
+ "clean_loss": 0.6535874225397297,
+ "noisy_loss_mean": 0.6591957701358675
+ },
+ {
+ "train_step": 1588,
+ "loss": 0.49420437855154997,
+ "clean_loss": 0.48562607196810403,
+ "noisy_loss_mean": 0.49706381407936523
+ },
+ {
+ "train_step": 1589,
+ "loss": 0.5051093227293068,
+ "clean_loss": 0.5136116061649625,
+ "noisy_loss_mean": 0.5022752282507548
+ },
+ {
+ "train_step": 1590,
+ "loss": 0.5867806209960195,
+ "clean_loss": 0.5679830021646466,
+ "noisy_loss_mean": 0.5930464939398105
+ },
+ {
+ "train_step": 1591,
+ "loss": 0.6383973749472174,
+ "clean_loss": 0.6490385662728506,
+ "noisy_loss_mean": 0.6348503111720064
+ },
+ {
+ "train_step": 1592,
+ "loss": 0.4472910467152166,
+ "clean_loss": 0.446647275377543,
+ "noisy_loss_mean": 0.44750563716110775
+ },
+ {
+ "train_step": 1593,
+ "loss": 0.6803398441318351,
+ "clean_loss": 0.6852884189423017,
+ "noisy_loss_mean": 0.6786903191950128
+ },
+ {
+ "train_step": 1594,
+ "loss": 0.434912262889528,
+ "clean_loss": 0.42791213507821485,
+ "noisy_loss_mean": 0.43724563882663237
+ },
+ {
+ "train_step": 1595,
+ "loss": 0.5254301907570235,
+ "clean_loss": 0.5234669842768596,
+ "noisy_loss_mean": 0.5260845929170781
+ },
+ {
+ "train_step": 1596,
+ "loss": 0.41140969820306517,
+ "clean_loss": 0.41755690213702146,
+ "noisy_loss_mean": 0.4093606302250797
+ },
+ {
+ "train_step": 1597,
+ "loss": 0.6055511390061246,
+ "clean_loss": 0.6058411965339432,
+ "noisy_loss_mean": 0.6054544531635183
+ },
+ {
+ "train_step": 1598,
+ "loss": 0.7644185951197285,
+ "clean_loss": 0.7480896770411258,
+ "noisy_loss_mean": 0.7698615678125961
+ },
+ {
+ "train_step": 1599,
+ "loss": 0.5228045342935719,
+ "clean_loss": 0.5186391188239212,
+ "noisy_loss_mean": 0.5241930061167889
+ },
+ {
+ "train_step": 1600,
+ "loss": 0.4592567965942286,
+ "clean_loss": 0.4582496839164288,
+ "noisy_loss_mean": 0.45959250082016184
+ },
+ {
+ "train_step": 1601,
+ "loss": 0.6621419812902963,
+ "clean_loss": 0.6713225936153869,
+ "noisy_loss_mean": 0.6590817771819327
+ },
+ {
+ "train_step": 1602,
+ "loss": 0.4478649088561765,
+ "clean_loss": 0.4596741713151213,
+ "noisy_loss_mean": 0.44392848803652835
+ },
+ {
+ "train_step": 1603,
+ "loss": 0.6044650119712786,
+ "clean_loss": 0.6065764197672645,
+ "noisy_loss_mean": 0.6037612093726166
+ },
+ {
+ "train_step": 1604,
+ "loss": 0.4845198279426039,
+ "clean_loss": 0.44806991778843086,
+ "noisy_loss_mean": 0.4966697979939949
+ },
+ {
+ "train_step": 1605,
+ "loss": 0.6439606376801144,
+ "clean_loss": 0.6302796678214805,
+ "noisy_loss_mean": 0.6485209609663256
+ },
+ {
+ "train_step": 1606,
+ "loss": 0.3625315427327692,
+ "clean_loss": 0.3584487426973041,
+ "noisy_loss_mean": 0.3638924760779243
+ },
+ {
+ "train_step": 1607,
+ "loss": 0.7552869236285935,
+ "clean_loss": 0.7635230311016146,
+ "noisy_loss_mean": 0.7525415544709199
+ },
+ {
+ "train_step": 1608,
+ "loss": 0.47923828672447566,
+ "clean_loss": 0.48612266439690355,
+ "noisy_loss_mean": 0.4769434941669997
+ },
+ {
+ "train_step": 1609,
+ "loss": 0.44096603818710556,
+ "clean_loss": 0.44577927432340747,
+ "noisy_loss_mean": 0.43936162614167157
+ },
+ {
+ "train_step": 1610,
+ "loss": 0.6456834951259929,
+ "clean_loss": 0.6517634251565542,
+ "noisy_loss_mean": 0.6436568517824725
+ },
+ {
+ "train_step": 1611,
+ "loss": 0.48124461516229555,
+ "clean_loss": 0.4755125162061217,
+ "noisy_loss_mean": 0.4831553148143535
+ },
+ {
+ "train_step": 1612,
+ "loss": 0.7287100588307736,
+ "clean_loss": 0.7281845345465342,
+ "noisy_loss_mean": 0.7288852335921865
+ },
+ {
+ "train_step": 1613,
+ "loss": 0.4153129073152577,
+ "clean_loss": 0.4019214100057722,
+ "noisy_loss_mean": 0.4197767397517529
+ },
+ {
+ "train_step": 1614,
+ "loss": 0.5850969420073194,
+ "clean_loss": 0.5895187222912206,
+ "noisy_loss_mean": 0.583623015246019
+ },
+ {
+ "train_step": 1615,
+ "loss": 0.5937853424880484,
+ "clean_loss": 0.5874466121381798,
+ "noisy_loss_mean": 0.5958982526046713
+ },
+ {
+ "train_step": 1616,
+ "loss": 0.46852921525398195,
+ "clean_loss": 0.46497109516275925,
+ "noisy_loss_mean": 0.46971525528438957
+ },
+ {
+ "train_step": 1617,
+ "loss": 0.7363443361131607,
+ "clean_loss": 0.7319270036178379,
+ "noisy_loss_mean": 0.7378167802782684
+ },
+ {
+ "train_step": 1618,
+ "loss": 0.787568203192843,
+ "clean_loss": 0.7855019587677455,
+ "noisy_loss_mean": 0.7882569513345422
+ },
+ {
+ "train_step": 1619,
+ "loss": 0.6368924558581683,
+ "clean_loss": 0.6501408358697399,
+ "noisy_loss_mean": 0.6324763291876444
+ },
+ {
+ "train_step": 1620,
+ "loss": 0.5966938552129399,
+ "clean_loss": 0.5996748742832113,
+ "noisy_loss_mean": 0.5957001821895161
+ },
+ {
+ "train_step": 1621,
+ "loss": 0.7136200130439692,
+ "clean_loss": 0.7203760478939945,
+ "noisy_loss_mean": 0.711368001427294
+ },
+ {
+ "train_step": 1622,
+ "loss": 0.5831702318757814,
+ "clean_loss": 0.5853421875792558,
+ "noisy_loss_mean": 0.58244624664129
+ },
+ {
+ "train_step": 1623,
+ "loss": 0.6800370117306793,
+ "clean_loss": 0.6732587189111221,
+ "noisy_loss_mean": 0.6822964426705318
+ },
+ {
+ "train_step": 1624,
+ "loss": 0.4207560878511768,
+ "clean_loss": 0.4223448771807561,
+ "noisy_loss_mean": 0.4202264914079838
+ },
+ {
+ "train_step": 1625,
+ "loss": 0.4079367086939669,
+ "clean_loss": 0.40828721158484504,
+ "noisy_loss_mean": 0.40781987439700756
+ },
+ {
+ "train_step": 1626,
+ "loss": 0.7830307865735909,
+ "clean_loss": 0.7884733117855938,
+ "noisy_loss_mean": 0.7812166115029232
+ },
+ {
+ "train_step": 1627,
+ "loss": 0.4303466891028305,
+ "clean_loss": 0.4308149155781618,
+ "noisy_loss_mean": 0.43019061361105343
+ },
+ {
+ "train_step": 1628,
+ "loss": 0.6118843432374907,
+ "clean_loss": 0.6036905927105106,
+ "noisy_loss_mean": 0.6146155934131509
+ },
+ {
+ "train_step": 1629,
+ "loss": 0.6845000020365221,
+ "clean_loss": 0.7109974562998473,
+ "noisy_loss_mean": 0.6756675172820804
+ },
+ {
+ "train_step": 1630,
+ "loss": 0.7346900808739819,
+ "clean_loss": 0.7420821072726872,
+ "noisy_loss_mean": 0.7322260720744135
+ },
+ {
+ "train_step": 1631,
+ "loss": 0.7678400036059166,
+ "clean_loss": 0.7774498025153798,
+ "noisy_loss_mean": 0.7646367373027623
+ },
+ {
+ "train_step": 1632,
+ "loss": 0.8290918304690815,
+ "clean_loss": 0.8343908146542047,
+ "noisy_loss_mean": 0.8273255024073739
+ },
+ {
+ "train_step": 1633,
+ "loss": 0.7749330603381739,
+ "clean_loss": 0.788935494296155,
+ "noisy_loss_mean": 0.7702655823521801
+ },
+ {
+ "train_step": 1634,
+ "loss": 0.397108340535714,
+ "clean_loss": 0.40019410208590495,
+ "noisy_loss_mean": 0.396079753352317
+ },
+ {
+ "train_step": 1635,
+ "loss": 0.41460358827339877,
+ "clean_loss": 0.4029463339893063,
+ "noisy_loss_mean": 0.41848933970142954
+ },
+ {
+ "train_step": 1636,
+ "loss": 0.7553238367733056,
+ "clean_loss": 0.758020304940055,
+ "noisy_loss_mean": 0.7544250140510559
+ },
+ {
+ "train_step": 1637,
+ "loss": 0.4936691995123293,
+ "clean_loss": 0.4965930984475153,
+ "noisy_loss_mean": 0.49269456653393395
+ },
+ {
+ "train_step": 1638,
+ "loss": 0.4628361263740765,
+ "clean_loss": 0.4646259289825797,
+ "noisy_loss_mean": 0.4622395255045754
+ },
+ {
+ "train_step": 1639,
+ "loss": 0.4360954697189312,
+ "clean_loss": 0.4271927615708845,
+ "noisy_loss_mean": 0.43906303910161343
+ },
+ {
+ "train_step": 1640,
+ "loss": 0.5369489452743679,
+ "clean_loss": 0.5523748784181113,
+ "noisy_loss_mean": 0.5318069675597868
+ },
+ {
+ "train_step": 1641,
+ "loss": 0.7154812439710809,
+ "clean_loss": 0.7229850636553242,
+ "noisy_loss_mean": 0.7129799707429997
+ },
+ {
+ "train_step": 1642,
+ "loss": 0.7096222017492038,
+ "clean_loss": 0.7211051128102821,
+ "noisy_loss_mean": 0.7057945647288443
+ },
+ {
+ "train_step": 1643,
+ "loss": 0.6614688643516458,
+ "clean_loss": 0.672686918676178,
+ "noisy_loss_mean": 0.6577295129101349
+ },
+ {
+ "train_step": 1644,
+ "loss": 0.7016219106637438,
+ "clean_loss": 0.6927298013131682,
+ "noisy_loss_mean": 0.7045859471139356
+ },
+ {
+ "train_step": 1645,
+ "loss": 0.558806043844279,
+ "clean_loss": 0.559390522050707,
+ "noisy_loss_mean": 0.5586112177754697
+ },
+ {
+ "train_step": 1646,
+ "loss": 0.6477380905483089,
+ "clean_loss": 0.6584514543544031,
+ "noisy_loss_mean": 0.6441669692796107
+ },
+ {
+ "train_step": 1647,
+ "loss": 0.5629467910595943,
+ "clean_loss": 0.5575099724459768,
+ "noisy_loss_mean": 0.5647590639308002
+ },
+ {
+ "train_step": 1648,
+ "loss": 0.6227018765699653,
+ "clean_loss": 0.622771302001832,
+ "noisy_loss_mean": 0.6226787347593431
+ },
+ {
+ "train_step": 1649,
+ "loss": 0.6426512051608418,
+ "clean_loss": 0.6389016052489486,
+ "noisy_loss_mean": 0.6439010717981396
+ },
+ {
+ "train_step": 1650,
+ "loss": 0.47872479115387373,
+ "clean_loss": 0.4782991848800088,
+ "noisy_loss_mean": 0.47886665991182875
+ },
+ {
+ "train_step": 1651,
+ "loss": 0.5857342487332078,
+ "clean_loss": 0.5804277351784473,
+ "noisy_loss_mean": 0.5875030865847948
+ },
+ {
+ "train_step": 1652,
+ "loss": 0.6079255118909881,
+ "clean_loss": 0.6238016960461801,
+ "noisy_loss_mean": 0.602633450505924
+ },
+ {
+ "train_step": 1653,
+ "loss": 0.5643075204130921,
+ "clean_loss": 0.5669298761550269,
+ "noisy_loss_mean": 0.5634334018324471
+ },
+ {
+ "train_step": 1654,
+ "loss": 0.6102938724111775,
+ "clean_loss": 0.6112325341740238,
+ "noisy_loss_mean": 0.6099809851568955
+ },
+ {
+ "train_step": 1655,
+ "loss": 0.5016499181622173,
+ "clean_loss": 0.4996980746347623,
+ "noisy_loss_mean": 0.5023005326713689
+ },
+ {
+ "train_step": 1656,
+ "loss": 0.7069162716347304,
+ "clean_loss": 0.695841073631406,
+ "noisy_loss_mean": 0.7106080043025053
+ },
+ {
+ "train_step": 1657,
+ "loss": 0.6357539986899029,
+ "clean_loss": 0.6378076971053666,
+ "noisy_loss_mean": 0.6350694325514151
+ },
+ {
+ "train_step": 1658,
+ "loss": 0.7299564583445933,
+ "clean_loss": 0.7179522668555397,
+ "noisy_loss_mean": 0.7339578555076112
+ },
+ {
+ "train_step": 1659,
+ "loss": 0.5676495881609598,
+ "clean_loss": 0.5617800917427939,
+ "noisy_loss_mean": 0.5696060869670151
+ },
+ {
+ "train_step": 1660,
+ "loss": 0.4389792980196614,
+ "clean_loss": 0.44366307151557033,
+ "noisy_loss_mean": 0.43741804018769176
+ },
+ {
+ "train_step": 1661,
+ "loss": 0.34240856082491844,
+ "clean_loss": 0.3429094189019216,
+ "noisy_loss_mean": 0.3422416081325841
+ },
+ {
+ "train_step": 1662,
+ "loss": 0.7087114878078982,
+ "clean_loss": 0.7056801609072875,
+ "noisy_loss_mean": 0.7097219301081017
+ },
+ {
+ "train_step": 1663,
+ "loss": 0.6537502894057038,
+ "clean_loss": 0.6508727718615037,
+ "noisy_loss_mean": 0.654709461920437
+ },
+ {
+ "train_step": 1664,
+ "loss": 0.8314750576382488,
+ "clean_loss": 0.8247863520947387,
+ "noisy_loss_mean": 0.8337046261527522
+ },
+ {
+ "train_step": 1665,
+ "loss": 0.6472704646635326,
+ "clean_loss": 0.6371447984177613,
+ "noisy_loss_mean": 0.6506456867454561
+ },
+ {
+ "train_step": 1666,
+ "loss": 0.6963140346896473,
+ "clean_loss": 0.6894983680474108,
+ "noisy_loss_mean": 0.6985859235703927
+ },
+ {
+ "train_step": 1667,
+ "loss": 0.6520862729454133,
+ "clean_loss": 0.6551968665501653,
+ "noisy_loss_mean": 0.6510494084104961
+ },
+ {
+ "train_step": 1668,
+ "loss": 0.4029482814020704,
+ "clean_loss": 0.3984085210884478,
+ "noisy_loss_mean": 0.4044615348399447
+ },
+ {
+ "train_step": 1669,
+ "loss": 0.6884873227985924,
+ "clean_loss": 0.6862448545159382,
+ "noisy_loss_mean": 0.6892348122261437
+ },
+ {
+ "train_step": 1670,
+ "loss": 0.9248959000340082,
+ "clean_loss": 0.931079965021431,
+ "noisy_loss_mean": 0.9228345450382006
+ },
+ {
+ "train_step": 1671,
+ "loss": 0.7481798308298306,
+ "clean_loss": 0.7637636053965617,
+ "noisy_loss_mean": 0.742985239307587
+ },
+ {
+ "train_step": 1672,
+ "loss": 0.6444729017923897,
+ "clean_loss": 0.6309921904323741,
+ "noisy_loss_mean": 0.6489664722457283
+ },
+ {
+ "train_step": 1673,
+ "loss": 0.6178023562779356,
+ "clean_loss": 0.6227582810522378,
+ "noisy_loss_mean": 0.6161503813531682
+ },
+ {
+ "train_step": 1674,
+ "loss": 0.5664177173072993,
+ "clean_loss": 0.5558026038436235,
+ "noisy_loss_mean": 0.5699560884618579
+ },
+ {
+ "train_step": 1675,
+ "loss": 0.5896304665467728,
+ "clean_loss": 0.6009668794983245,
+ "noisy_loss_mean": 0.5858516622295888
+ },
+ {
+ "train_step": 1676,
+ "loss": 0.521814450929756,
+ "clean_loss": 0.5232269631772061,
+ "noisy_loss_mean": 0.5213436135139394
+ },
+ {
+ "train_step": 1677,
+ "loss": 0.5730644783676726,
+ "clean_loss": 0.57608999107249,
+ "noisy_loss_mean": 0.5720559741327335
+ },
+ {
+ "train_step": 1678,
+ "loss": 0.4975688007402008,
+ "clean_loss": 0.5071033310683561,
+ "noisy_loss_mean": 0.49439062396414896
+ },
+ {
+ "train_step": 1679,
+ "loss": 0.5163626379495501,
+ "clean_loss": 0.516384550948289,
+ "noisy_loss_mean": 0.5163553336166371
+ },
+ {
+ "train_step": 1680,
+ "loss": 0.5161223637848062,
+ "clean_loss": 0.5201972082654552,
+ "noisy_loss_mean": 0.5147640822912566
+ },
+ {
+ "train_step": 1681,
+ "loss": 0.6042603898776162,
+ "clean_loss": 0.6080356991523201,
+ "noisy_loss_mean": 0.6030019534527148
+ },
+ {
+ "train_step": 1682,
+ "loss": 0.7264845562589256,
+ "clean_loss": 0.7666232989891433,
+ "noisy_loss_mean": 0.7131049753488531
+ },
+ {
+ "train_step": 1683,
+ "loss": 0.6033145845352899,
+ "clean_loss": 0.596499774386602,
+ "noisy_loss_mean": 0.6055861879181859
+ },
+ {
+ "train_step": 1684,
+ "loss": 0.5608295246580132,
+ "clean_loss": 0.5691237991773308,
+ "noisy_loss_mean": 0.5580647664849073
+ },
+ {
+ "train_step": 1685,
+ "loss": 0.7326573933332038,
+ "clean_loss": 0.737273335610298,
+ "noisy_loss_mean": 0.7311187459075056
+ },
+ {
+ "train_step": 1686,
+ "loss": 0.6964626287921039,
+ "clean_loss": 0.7017883293442443,
+ "noisy_loss_mean": 0.6946873952747237
+ },
+ {
+ "train_step": 1687,
+ "loss": 0.5584365140840414,
+ "clean_loss": 0.5688956753103781,
+ "noisy_loss_mean": 0.5549501270085958
+ },
+ {
+ "train_step": 1688,
+ "loss": 0.4460764123200859,
+ "clean_loss": 0.44717704539116676,
+ "noisy_loss_mean": 0.44570953462972557
+ },
+ {
+ "train_step": 1689,
+ "loss": 0.4212052999418746,
+ "clean_loss": 0.42606004958803323,
+ "noisy_loss_mean": 0.4195870500598218
+ },
+ {
+ "train_step": 1690,
+ "loss": 0.5347110636526797,
+ "clean_loss": 0.5330000270125999,
+ "noisy_loss_mean": 0.5352814091993731
+ },
+ {
+ "train_step": 1691,
+ "loss": 0.749453899396233,
+ "clean_loss": 0.7572469987515134,
+ "noisy_loss_mean": 0.7468561996111395
+ },
+ {
+ "train_step": 1692,
+ "loss": 0.6429361073584393,
+ "clean_loss": 0.6568316773480751,
+ "noisy_loss_mean": 0.6383042506952273
+ },
+ {
+ "train_step": 1693,
+ "loss": 0.4991713207343567,
+ "clean_loss": 0.49722905900803016,
+ "noisy_loss_mean": 0.4998187413097989
+ },
+ {
+ "train_step": 1694,
+ "loss": 0.5219515068797036,
+ "clean_loss": 0.5362561358488359,
+ "noisy_loss_mean": 0.5171832972233262
+ },
+ {
+ "train_step": 1695,
+ "loss": 0.7328079166995844,
+ "clean_loss": 0.7395317433326771,
+ "noisy_loss_mean": 0.7305666411552202
+ },
+ {
+ "train_step": 1696,
+ "loss": 0.6172617793779075,
+ "clean_loss": 0.6140736013350858,
+ "noisy_loss_mean": 0.6183245053921814
+ },
+ {
+ "train_step": 1697,
+ "loss": 0.6409823495546534,
+ "clean_loss": 0.6485666418315033,
+ "noisy_loss_mean": 0.6384542521290368
+ },
+ {
+ "train_step": 1698,
+ "loss": 0.7514588403847198,
+ "clean_loss": 0.748187858484858,
+ "noisy_loss_mean": 0.7525491676846737
+ },
+ {
+ "train_step": 1699,
+ "loss": 0.5451857955659101,
+ "clean_loss": 0.553118301644197,
+ "noisy_loss_mean": 0.5425416268731477
+ },
+ {
+ "train_step": 1700,
+ "loss": 0.6455647345474649,
+ "clean_loss": 0.6469596493494353,
+ "noisy_loss_mean": 0.6450997629468082
+ },
+ {
+ "train_step": 1701,
+ "loss": 0.825215476220287,
+ "clean_loss": 0.8211845853077935,
+ "noisy_loss_mean": 0.8265591065244515
+ },
+ {
+ "train_step": 1702,
+ "loss": 0.5312637521004894,
+ "clean_loss": 0.5366070726428824,
+ "noisy_loss_mean": 0.5294826452530249
+ },
+ {
+ "train_step": 1703,
+ "loss": 0.6176808396645124,
+ "clean_loss": 0.6266601609226988,
+ "noisy_loss_mean": 0.6146877325784502
+ },
+ {
+ "train_step": 1704,
+ "loss": 0.6848531577552238,
+ "clean_loss": 0.6983419090806533,
+ "noisy_loss_mean": 0.680356907313414
+ },
+ {
+ "train_step": 1705,
+ "loss": 0.5022639282967798,
+ "clean_loss": 0.516271238270341,
+ "noisy_loss_mean": 0.4975948249722593
+ },
+ {
+ "train_step": 1706,
+ "loss": 0.374642808735838,
+ "clean_loss": 0.3708110793767301,
+ "noisy_loss_mean": 0.3759200518555406
+ },
+ {
+ "train_step": 1707,
+ "loss": 0.43817389298054393,
+ "clean_loss": 0.44122098413804567,
+ "noisy_loss_mean": 0.43715819592804334
+ },
+ {
+ "train_step": 1708,
+ "loss": 0.6669530432822441,
+ "clean_loss": 0.6663738593463572,
+ "noisy_loss_mean": 0.6671461045942064
+ },
+ {
+ "train_step": 1709,
+ "loss": 0.4883749018101047,
+ "clean_loss": 0.487158723873781,
+ "noisy_loss_mean": 0.48878029445554594
+ },
+ {
+ "train_step": 1710,
+ "loss": 0.3788860388982734,
+ "clean_loss": 0.3758220896614168,
+ "noisy_loss_mean": 0.3799073553105589
+ },
+ {
+ "train_step": 1711,
+ "loss": 0.5474343868764229,
+ "clean_loss": 0.5520816925089708,
+ "noisy_loss_mean": 0.5458852849989069
+ },
+ {
+ "train_step": 1712,
+ "loss": 0.7177496886356192,
+ "clean_loss": 0.7193851380886892,
+ "noisy_loss_mean": 0.7172045388179292
+ },
+ {
+ "train_step": 1713,
+ "loss": 0.5313652288674964,
+ "clean_loss": 0.5241279142196162,
+ "noisy_loss_mean": 0.5337776670834564
+ },
+ {
+ "train_step": 1714,
+ "loss": 0.8664076135234968,
+ "clean_loss": 0.8576943741227501,
+ "noisy_loss_mean": 0.869312026657079
+ },
+ {
+ "train_step": 1715,
+ "loss": 0.7186717928478804,
+ "clean_loss": 0.7358823398574886,
+ "noisy_loss_mean": 0.7129349438446777
+ },
+ {
+ "train_step": 1716,
+ "loss": 0.6968123719884015,
+ "clean_loss": 0.6722702017159666,
+ "noisy_loss_mean": 0.7049930954125464
+ },
+ {
+ "train_step": 1717,
+ "loss": 0.41308418496894717,
+ "clean_loss": 0.4172936839192505,
+ "noisy_loss_mean": 0.4116810186521794
+ },
+ {
+ "train_step": 1718,
+ "loss": 0.4895651152741786,
+ "clean_loss": 0.4899317029461529,
+ "noisy_loss_mean": 0.4894429193835206
+ },
+ {
+ "train_step": 1719,
+ "loss": 0.5198961057268596,
+ "clean_loss": 0.510366774049806,
+ "noisy_loss_mean": 0.5230725496192109
+ },
+ {
+ "train_step": 1720,
+ "loss": 0.6361046308089513,
+ "clean_loss": 0.6434040612210866,
+ "noisy_loss_mean": 0.6336714873382393
+ },
+ {
+ "train_step": 1721,
+ "loss": 0.5605302560118179,
+ "clean_loss": 0.5567044326425084,
+ "noisy_loss_mean": 0.5618055304682544
+ },
+ {
+ "train_step": 1722,
+ "loss": 0.5856636490899834,
+ "clean_loss": 0.5995049763861218,
+ "noisy_loss_mean": 0.5810498733246039
+ },
+ {
+ "train_step": 1723,
+ "loss": 0.7278249107589746,
+ "clean_loss": 0.7300268975689664,
+ "noisy_loss_mean": 0.7270909151556441
+ },
+ {
+ "train_step": 1724,
+ "loss": 0.7325122923310154,
+ "clean_loss": 0.7249409617981422,
+ "noisy_loss_mean": 0.7350360691753067
+ },
+ {
+ "train_step": 1725,
+ "loss": 0.5430834694055791,
+ "clean_loss": 0.5520245973772738,
+ "noisy_loss_mean": 0.5401030934150142
+ },
+ {
+ "train_step": 1726,
+ "loss": 0.5881207984019097,
+ "clean_loss": 0.5964337656503806,
+ "noisy_loss_mean": 0.5853498093190861
+ },
+ {
+ "train_step": 1727,
+ "loss": 0.7489100071188713,
+ "clean_loss": 0.7464346788157307,
+ "noisy_loss_mean": 0.7497351165532514
+ },
+ {
+ "train_step": 1728,
+ "loss": 0.405339255494632,
+ "clean_loss": 0.39414915407469786,
+ "noisy_loss_mean": 0.4090692893012768
+ },
+ {
+ "train_step": 1729,
+ "loss": 0.6579401822500277,
+ "clean_loss": 0.670535498404564,
+ "noisy_loss_mean": 0.653741743531849
+ },
+ {
+ "train_step": 1730,
+ "loss": 0.5639309534719303,
+ "clean_loss": 0.5507202860206561,
+ "noisy_loss_mean": 0.5683345092890216
+ },
+ {
+ "train_step": 1731,
+ "loss": 0.6621491037245596,
+ "clean_loss": 0.6583700687888802,
+ "noisy_loss_mean": 0.6634087820364527
+ },
+ {
+ "train_step": 1732,
+ "loss": 0.6860109867859208,
+ "clean_loss": 0.6923699820586087,
+ "noisy_loss_mean": 0.6838913216950248
+ },
+ {
+ "train_step": 1733,
+ "loss": 0.6646844604995201,
+ "clean_loss": 0.6680508547804843,
+ "noisy_loss_mean": 0.6635623290725321
+ },
+ {
+ "train_step": 1734,
+ "loss": 0.6172998156838883,
+ "clean_loss": 0.612308155424138,
+ "noisy_loss_mean": 0.6189637024371383
+ },
+ {
+ "train_step": 1735,
+ "loss": 0.37913659382323484,
+ "clean_loss": 0.36019425002483135,
+ "noisy_loss_mean": 0.3854507084227026
+ },
+ {
+ "train_step": 1736,
+ "loss": 0.7067554637632276,
+ "clean_loss": 0.700238945483564,
+ "noisy_loss_mean": 0.7089276365231155
+ },
+ {
+ "train_step": 1737,
+ "loss": 0.6532588697346319,
+ "clean_loss": 0.6697061773645508,
+ "noisy_loss_mean": 0.6477764338579922
+ },
+ {
+ "train_step": 1738,
+ "loss": 0.6211301880665472,
+ "clean_loss": 0.6228179583655931,
+ "noisy_loss_mean": 0.6205675979668652
+ },
+ {
+ "train_step": 1739,
+ "loss": 0.6504959747557064,
+ "clean_loss": 0.6365357812616106,
+ "noisy_loss_mean": 0.6551493725870716
+ },
+ {
+ "train_step": 1740,
+ "loss": 0.6002193080992426,
+ "clean_loss": 0.5986878738154402,
+ "noisy_loss_mean": 0.6007297861938433
+ },
+ {
+ "train_step": 1741,
+ "loss": 0.7297148302946511,
+ "clean_loss": 0.7274648175699181,
+ "noisy_loss_mean": 0.7304648345362289
+ },
+ {
+ "train_step": 1742,
+ "loss": 0.3234662092219401,
+ "clean_loss": 0.32785134660924037,
+ "noisy_loss_mean": 0.32200449675950665
+ },
+ {
+ "train_step": 1743,
+ "loss": 0.5830998955329972,
+ "clean_loss": 0.5876452073912622,
+ "noisy_loss_mean": 0.5815847915802421
+ },
+ {
+ "train_step": 1744,
+ "loss": 0.6021804286482851,
+ "clean_loss": 0.6026711776220842,
+ "noisy_loss_mean": 0.6020168456570189
+ },
+ {
+ "train_step": 1745,
+ "loss": 0.4822466653595525,
+ "clean_loss": 0.4774427733504871,
+ "noisy_loss_mean": 0.48384796269590763
+ },
+ {
+ "train_step": 1746,
+ "loss": 0.8083762332144023,
+ "clean_loss": 0.8123073402012438,
+ "noisy_loss_mean": 0.8070658642187886
+ },
+ {
+ "train_step": 1747,
+ "loss": 0.636416277734582,
+ "clean_loss": 0.6437251371631105,
+ "noisy_loss_mean": 0.6339799912584058
+ },
+ {
+ "train_step": 1748,
+ "loss": 0.4497172689174875,
+ "clean_loss": 0.463103881542803,
+ "noisy_loss_mean": 0.44525506470904896
+ },
+ {
+ "train_step": 1749,
+ "loss": 0.5901116687187884,
+ "clean_loss": 0.602545890072435,
+ "noisy_loss_mean": 0.5859669282675729
+ },
+ {
+ "train_step": 1750,
+ "loss": 0.5124537463060882,
+ "clean_loss": 0.5231692236866827,
+ "noisy_loss_mean": 0.5088819205125567
+ },
+ {
+ "train_step": 1751,
+ "loss": 0.523725016106073,
+ "clean_loss": 0.5169428601540245,
+ "noisy_loss_mean": 0.5259857347567558
+ },
+ {
+ "train_step": 1752,
+ "loss": 0.5605316512521774,
+ "clean_loss": 0.5562601170358792,
+ "noisy_loss_mean": 0.5619554959909434
+ },
+ {
+ "train_step": 1753,
+ "loss": 0.5907144132601743,
+ "clean_loss": 0.5861704731349321,
+ "noisy_loss_mean": 0.5922290599685884
+ },
+ {
+ "train_step": 1754,
+ "loss": 0.6834931719232886,
+ "clean_loss": 0.6878957757104684,
+ "noisy_loss_mean": 0.682025637327562
+ },
+ {
+ "train_step": 1755,
+ "loss": 0.585447998809229,
+ "clean_loss": 0.5955795723740978,
+ "noisy_loss_mean": 0.5820708076209394
+ },
+ {
+ "train_step": 1756,
+ "loss": 0.8752296767558418,
+ "clean_loss": 0.8793603134207715,
+ "noisy_loss_mean": 0.873852797867532
+ },
+ {
+ "train_step": 1757,
+ "loss": 0.6730264941767906,
+ "clean_loss": 0.6511968202813387,
+ "noisy_loss_mean": 0.6803030521419412
+ },
+ {
+ "train_step": 1758,
+ "loss": 0.4705157209754595,
+ "clean_loss": 0.46769664520976456,
+ "noisy_loss_mean": 0.4714554128973578
+ },
+ {
+ "train_step": 1759,
+ "loss": 0.7420670379843001,
+ "clean_loss": 0.7354281507225152,
+ "noisy_loss_mean": 0.744280000404895
+ },
+ {
+ "train_step": 1760,
+ "loss": 0.5500029867302585,
+ "clean_loss": 0.5496477254164442,
+ "noisy_loss_mean": 0.5501214071681965
+ },
+ {
+ "train_step": 1761,
+ "loss": 0.44124112273871474,
+ "clean_loss": 0.44469166161721274,
+ "noisy_loss_mean": 0.44009094311254876
+ },
+ {
+ "train_step": 1762,
+ "loss": 0.3660750400290549,
+ "clean_loss": 0.3650388151416639,
+ "noisy_loss_mean": 0.3664204483248519
+ },
+ {
+ "train_step": 1763,
+ "loss": 0.8213498810862114,
+ "clean_loss": 0.8164920992239946,
+ "noisy_loss_mean": 0.8229691417069503
+ },
+ {
+ "train_step": 1764,
+ "loss": 0.6369341886354636,
+ "clean_loss": 0.6412087512848974,
+ "noisy_loss_mean": 0.6355093344189857
+ },
+ {
+ "train_step": 1765,
+ "loss": 0.6983125782667704,
+ "clean_loss": 0.6982676431113668,
+ "noisy_loss_mean": 0.6983275566519049
+ },
+ {
+ "train_step": 1766,
+ "loss": 0.380569314526397,
+ "clean_loss": 0.37620589885763844,
+ "noisy_loss_mean": 0.38202378641598317
+ },
+ {
+ "train_step": 1767,
+ "loss": 0.354737513019318,
+ "clean_loss": 0.35264534178831647,
+ "noisy_loss_mean": 0.35543490342965184
+ },
+ {
+ "train_step": 1768,
+ "loss": 0.6277425318832313,
+ "clean_loss": 0.6279676660155261,
+ "noisy_loss_mean": 0.6276674871724662
+ },
+ {
+ "train_step": 1769,
+ "loss": 0.5589912725077304,
+ "clean_loss": 0.5657286421582541,
+ "noisy_loss_mean": 0.5567454826242225
+ },
+ {
+ "train_step": 1770,
+ "loss": 0.3513054356855022,
+ "clean_loss": 0.349982291501048,
+ "noisy_loss_mean": 0.35174648374698697
+ },
+ {
+ "train_step": 1771,
+ "loss": 0.3813769196378688,
+ "clean_loss": 0.3771486584568222,
+ "noisy_loss_mean": 0.38278634003155093
+ },
+ {
+ "train_step": 1772,
+ "loss": 0.5435499656681186,
+ "clean_loss": 0.5365212211116115,
+ "noisy_loss_mean": 0.5458928805202877
+ },
+ {
+ "train_step": 1773,
+ "loss": 0.5670185281410659,
+ "clean_loss": 0.5747555821871897,
+ "noisy_loss_mean": 0.5644395101256913
+ },
+ {
+ "train_step": 1774,
+ "loss": 0.7109580713456505,
+ "clean_loss": 0.71433309877198,
+ "noisy_loss_mean": 0.7098330622035406
+ },
+ {
+ "train_step": 1775,
+ "loss": 0.6440753477137653,
+ "clean_loss": 0.6448480547927283,
+ "noisy_loss_mean": 0.6438177786874442
+ },
+ {
+ "train_step": 1776,
+ "loss": 0.5408153559167311,
+ "clean_loss": 0.5490281677566357,
+ "noisy_loss_mean": 0.5380777519700963
+ },
+ {
+ "train_step": 1777,
+ "loss": 0.5985268349324737,
+ "clean_loss": 0.6073883404115603,
+ "noisy_loss_mean": 0.5955729997727782
+ },
+ {
+ "train_step": 1778,
+ "loss": 0.5143032764520228,
+ "clean_loss": 0.5201724510589565,
+ "noisy_loss_mean": 0.5123468849163781
+ },
+ {
+ "train_step": 1779,
+ "loss": 0.6021178596743947,
+ "clean_loss": 0.6021646291480242,
+ "noisy_loss_mean": 0.6021022698498515
+ },
+ {
+ "train_step": 1780,
+ "loss": 0.8226726332316003,
+ "clean_loss": 0.8152716113243125,
+ "noisy_loss_mean": 0.8251396405340296
+ },
+ {
+ "train_step": 1781,
+ "loss": 0.5880390416843615,
+ "clean_loss": 0.582839958619876,
+ "noisy_loss_mean": 0.5897720693725234
+ },
+ {
+ "train_step": 1782,
+ "loss": 0.6304588636639349,
+ "clean_loss": 0.633518681864937,
+ "noisy_loss_mean": 0.6294389242636008
+ },
+ {
+ "train_step": 1783,
+ "loss": 0.48009924854977354,
+ "clean_loss": 0.47986013709264763,
+ "noisy_loss_mean": 0.4801789523688155
+ },
+ {
+ "train_step": 1784,
+ "loss": 0.41640018357874053,
+ "clean_loss": 0.40207392854688023,
+ "noisy_loss_mean": 0.42117560192269393
+ },
+ {
+ "train_step": 1785,
+ "loss": 0.5813519326887778,
+ "clean_loss": 0.580118831204997,
+ "noisy_loss_mean": 0.5817629665167047
+ },
+ {
+ "train_step": 1786,
+ "loss": 0.5583947423737006,
+ "clean_loss": 0.5513075466966494,
+ "noisy_loss_mean": 0.5607571409327177
+ },
+ {
+ "train_step": 1787,
+ "loss": 0.5465508122252754,
+ "clean_loss": 0.5524262535139192,
+ "noisy_loss_mean": 0.5445923317957274
+ },
+ {
+ "train_step": 1788,
+ "loss": 0.7321883546352197,
+ "clean_loss": 0.7228807231366949,
+ "noisy_loss_mean": 0.7352908984680614
+ },
+ {
+ "train_step": 1789,
+ "loss": 0.4704823314267007,
+ "clean_loss": 0.47388921890691116,
+ "noisy_loss_mean": 0.4693467022666305
+ },
+ {
+ "train_step": 1790,
+ "loss": 0.383781152130641,
+ "clean_loss": 0.390266854772214,
+ "noisy_loss_mean": 0.3816192512501167
+ },
+ {
+ "train_step": 1791,
+ "loss": 0.6522303322336203,
+ "clean_loss": 0.6481418736876632,
+ "noisy_loss_mean": 0.6535931517489394
+ },
+ {
+ "train_step": 1792,
+ "loss": 0.5730591639201753,
+ "clean_loss": 0.5791127351566957,
+ "noisy_loss_mean": 0.571041306841335
+ },
+ {
+ "train_step": 1793,
+ "loss": 0.5105131655318113,
+ "clean_loss": 0.5047205249331721,
+ "noisy_loss_mean": 0.5124440457313577
+ },
+ {
+ "train_step": 1794,
+ "loss": 0.45442792111986724,
+ "clean_loss": 0.46331345673884455,
+ "noisy_loss_mean": 0.45146607591354143
+ },
+ {
+ "train_step": 1795,
+ "loss": 0.6169271326226866,
+ "clean_loss": 0.6361629401970863,
+ "noisy_loss_mean": 0.6105151967645533
+ },
+ {
+ "train_step": 1796,
+ "loss": 0.5451390903884428,
+ "clean_loss": 0.550331269870468,
+ "noisy_loss_mean": 0.5434083638944345
+ },
+ {
+ "train_step": 1797,
+ "loss": 0.4230696007455219,
+ "clean_loss": 0.42587382324228384,
+ "noisy_loss_mean": 0.42213485991326793
+ },
+ {
+ "train_step": 1798,
+ "loss": 0.5251300483685227,
+ "clean_loss": 0.5306008382605125,
+ "noisy_loss_mean": 0.5233064517378594
+ },
+ {
+ "train_step": 1799,
+ "loss": 0.33310521627994083,
+ "clean_loss": 0.33145612639681116,
+ "noisy_loss_mean": 0.33365491290765076
+ },
+ {
+ "train_step": 1800,
+ "loss": 0.5014678154069616,
+ "clean_loss": 0.5009055390671271,
+ "noisy_loss_mean": 0.501655240853573
+ },
+ {
+ "train_step": 1801,
+ "loss": 0.6777915280297762,
+ "clean_loss": 0.6931956883251615,
+ "noisy_loss_mean": 0.6726568079313142
+ },
+ {
+ "train_step": 1802,
+ "loss": 0.4809491278538055,
+ "clean_loss": 0.4740118678624001,
+ "noisy_loss_mean": 0.4832615478509406
+ },
+ {
+ "train_step": 1803,
+ "loss": 0.5390224316479506,
+ "clean_loss": 0.5284978137335776,
+ "noisy_loss_mean": 0.5425306376194081
+ },
+ {
+ "train_step": 1804,
+ "loss": 0.6563015465462649,
+ "clean_loss": 0.6618710285185423,
+ "noisy_loss_mean": 0.6544450525555057
+ },
+ {
+ "train_step": 1805,
+ "loss": 0.6841045266961812,
+ "clean_loss": 0.6802596519065173,
+ "noisy_loss_mean": 0.6853861516260692
+ },
+ {
+ "train_step": 1806,
+ "loss": 0.6187391759121409,
+ "clean_loss": 0.616577534897871,
+ "noisy_loss_mean": 0.6194597229168975
+ },
+ {
+ "train_step": 1807,
+ "loss": 0.4487131752220005,
+ "clean_loss": 0.41438040881089766,
+ "noisy_loss_mean": 0.4601574306923681
+ },
+ {
+ "train_step": 1808,
+ "loss": 0.5765104014327014,
+ "clean_loss": 0.5751588409649018,
+ "noisy_loss_mean": 0.5769609215886345
+ },
+ {
+ "train_step": 1809,
+ "loss": 0.739850724648651,
+ "clean_loss": 0.7337050055888079,
+ "noisy_loss_mean": 0.7418992976685987
+ },
+ {
+ "train_step": 1810,
+ "loss": 0.4217810064168255,
+ "clean_loss": 0.4167360338900565,
+ "noisy_loss_mean": 0.42346266392574844
+ },
+ {
+ "train_step": 1811,
+ "loss": 0.6103662920353894,
+ "clean_loss": 0.5996877640332193,
+ "noisy_loss_mean": 0.6139258013694461
+ },
+ {
+ "train_step": 1812,
+ "loss": 0.506562722313271,
+ "clean_loss": 0.5109567249731406,
+ "noisy_loss_mean": 0.5050980547599813
+ },
+ {
+ "train_step": 1813,
+ "loss": 0.6697440675402515,
+ "clean_loss": 0.6691736813113409,
+ "noisy_loss_mean": 0.6699341962832216
+ },
+ {
+ "train_step": 1814,
+ "loss": 0.6309532141947326,
+ "clean_loss": 0.6254446960079227,
+ "noisy_loss_mean": 0.6327893869236693
+ },
+ {
+ "train_step": 1815,
+ "loss": 0.7797390622560056,
+ "clean_loss": 0.7514701681126428,
+ "noisy_loss_mean": 0.7891620269704599
+ },
+ {
+ "train_step": 1816,
+ "loss": 0.763407151893208,
+ "clean_loss": 0.7639016529256497,
+ "noisy_loss_mean": 0.7632423182157274
+ },
+ {
+ "train_step": 1817,
+ "loss": 0.8579276199503396,
+ "clean_loss": 0.8468553427291806,
+ "noisy_loss_mean": 0.8616183790240594
+ },
+ {
+ "train_step": 1818,
+ "loss": 0.6028197755561362,
+ "clean_loss": 0.5932606659596351,
+ "noisy_loss_mean": 0.6060061454216367
+ },
+ {
+ "train_step": 1819,
+ "loss": 0.4903418878021884,
+ "clean_loss": 0.49084900426298095,
+ "noisy_loss_mean": 0.4901728489819242
+ },
+ {
+ "train_step": 1820,
+ "loss": 0.7989723299738212,
+ "clean_loss": 0.8104443562343251,
+ "noisy_loss_mean": 0.7951483212203199
+ },
+ {
+ "train_step": 1821,
+ "loss": 0.8999097158645257,
+ "clean_loss": 0.9080770249441742,
+ "noisy_loss_mean": 0.8971872795046428
+ },
+ {
+ "train_step": 1822,
+ "loss": 0.5124266086115519,
+ "clean_loss": 0.5084579802266378,
+ "noisy_loss_mean": 0.5137494847398565
+ },
+ {
+ "train_step": 1823,
+ "loss": 0.5262888356090624,
+ "clean_loss": 0.5185579337053425,
+ "noisy_loss_mean": 0.5288658029103023
+ },
+ {
+ "train_step": 1824,
+ "loss": 0.6632511080719777,
+ "clean_loss": 0.650573493191652,
+ "noisy_loss_mean": 0.667476979698753
+ },
+ {
+ "train_step": 1825,
+ "loss": 0.6099829716772959,
+ "clean_loss": 0.6103172018202322,
+ "noisy_loss_mean": 0.6098715616296504
+ },
+ {
+ "train_step": 1826,
+ "loss": 0.6095446293755405,
+ "clean_loss": 0.5989010837723522,
+ "noisy_loss_mean": 0.6130924779099366
+ },
+ {
+ "train_step": 1827,
+ "loss": 0.7995350010480246,
+ "clean_loss": 0.8097704449422957,
+ "noisy_loss_mean": 0.796123186416601
+ },
+ {
+ "train_step": 1828,
+ "loss": 0.5542295070041353,
+ "clean_loss": 0.5524396608991224,
+ "noisy_loss_mean": 0.554826122372473
+ },
+ {
+ "train_step": 1829,
+ "loss": 0.538058662450043,
+ "clean_loss": 0.5327920789459638,
+ "noisy_loss_mean": 0.539814190284736
+ },
+ {
+ "train_step": 1830,
+ "loss": 0.5391203153021915,
+ "clean_loss": 0.5378107634977691,
+ "noisy_loss_mean": 0.5395568325703324
+ },
+ {
+ "train_step": 1831,
+ "loss": 0.6846644510375565,
+ "clean_loss": 0.6896093212670462,
+ "noisy_loss_mean": 0.6830161609610599
+ },
+ {
+ "train_step": 1832,
+ "loss": 0.39012937194350394,
+ "clean_loss": 0.39240266225581116,
+ "noisy_loss_mean": 0.38937160850606817
+ },
+ {
+ "train_step": 1833,
+ "loss": 0.6852852905862694,
+ "clean_loss": 0.6805082727305662,
+ "noisy_loss_mean": 0.6868776298715038
+ },
+ {
+ "train_step": 1834,
+ "loss": 0.5515287034773941,
+ "clean_loss": 0.5441741499664677,
+ "noisy_loss_mean": 0.5539802213143696
+ },
+ {
+ "train_step": 1835,
+ "loss": 0.3625687547882222,
+ "clean_loss": 0.3642518496656898,
+ "noisy_loss_mean": 0.36200772316239965
+ },
+ {
+ "train_step": 1836,
+ "loss": 0.6990825648439123,
+ "clean_loss": 0.6903696663548872,
+ "noisy_loss_mean": 0.7019868643402539
+ },
+ {
+ "train_step": 1837,
+ "loss": 0.7467908655066866,
+ "clean_loss": 0.7371878482613957,
+ "noisy_loss_mean": 0.7499918712551169
+ },
+ {
+ "train_step": 1838,
+ "loss": 0.5546280031173865,
+ "clean_loss": 0.5520468930197044,
+ "noisy_loss_mean": 0.555488373149947
+ },
+ {
+ "train_step": 1839,
+ "loss": 0.6259583430860545,
+ "clean_loss": 0.6102288911158755,
+ "noisy_loss_mean": 0.6312014937427809
+ },
+ {
+ "train_step": 1840,
+ "loss": 0.5446744880237023,
+ "clean_loss": 0.5454069499949997,
+ "noisy_loss_mean": 0.5444303340332698
+ },
+ {
+ "train_step": 1841,
+ "loss": 0.5565736320933812,
+ "clean_loss": 0.5544856767060005,
+ "noisy_loss_mean": 0.5572696172225081
+ },
+ {
+ "train_step": 1842,
+ "loss": 0.5490154831850733,
+ "clean_loss": 0.5461464492389397,
+ "noisy_loss_mean": 0.5499718278337845
+ },
+ {
+ "train_step": 1843,
+ "loss": 0.49424946679453835,
+ "clean_loss": 0.4958438922875221,
+ "noisy_loss_mean": 0.4937179916302104
+ },
+ {
+ "train_step": 1844,
+ "loss": 0.5288927750392686,
+ "clean_loss": 0.521951103126618,
+ "noisy_loss_mean": 0.5312066656768187
+ },
+ {
+ "train_step": 1845,
+ "loss": 0.49454850716741866,
+ "clean_loss": 0.49383935545455737,
+ "noisy_loss_mean": 0.4947848910717057
+ },
+ {
+ "train_step": 1846,
+ "loss": 0.5670316552211876,
+ "clean_loss": 0.5597270751234867,
+ "noisy_loss_mean": 0.5694665152537546
+ },
+ {
+ "train_step": 1847,
+ "loss": 0.5800945683635581,
+ "clean_loss": 0.5994777654669747,
+ "noisy_loss_mean": 0.5736335026624192
+ },
+ {
+ "train_step": 1848,
+ "loss": 0.4495714375022043,
+ "clean_loss": 0.446521454297346,
+ "noisy_loss_mean": 0.4505880985704904
+ },
+ {
+ "train_step": 1849,
+ "loss": 0.37007633944183455,
+ "clean_loss": 0.3674010168610956,
+ "noisy_loss_mean": 0.37096811363541415
+ },
+ {
+ "train_step": 1850,
+ "loss": 0.8388182953871163,
+ "clean_loss": 0.8292955312186574,
+ "noisy_loss_mean": 0.8419925501099358
+ },
+ {
+ "train_step": 1851,
+ "loss": 0.5861579521028458,
+ "clean_loss": 0.5868207747369104,
+ "noisy_loss_mean": 0.5859370112248242
+ },
+ {
+ "train_step": 1852,
+ "loss": 0.5684755746208449,
+ "clean_loss": 0.5631832464168095,
+ "noisy_loss_mean": 0.5702396840221899
+ },
+ {
+ "train_step": 1853,
+ "loss": 0.499658489219008,
+ "clean_loss": 0.4932392081995693,
+ "noisy_loss_mean": 0.5017982495588209
+ },
+ {
+ "train_step": 1854,
+ "loss": 0.48526395324086635,
+ "clean_loss": 0.4867741282282674,
+ "noisy_loss_mean": 0.48476056157839925
+ },
+ {
+ "train_step": 1855,
+ "loss": 0.7014488663278254,
+ "clean_loss": 0.6896064781703575,
+ "noisy_loss_mean": 0.7053963290469815
+ },
+ {
+ "train_step": 1856,
+ "loss": 0.35844824925977503,
+ "clean_loss": 0.3607593802198178,
+ "noisy_loss_mean": 0.35767787227309406
+ },
+ {
+ "train_step": 1857,
+ "loss": 0.7384754452463188,
+ "clean_loss": 0.7415585791933028,
+ "noisy_loss_mean": 0.7374477339306574
+ },
+ {
+ "train_step": 1858,
+ "loss": 0.5894629656307063,
+ "clean_loss": 0.5852797478976802,
+ "noisy_loss_mean": 0.590857371541715
+ },
+ {
+ "train_step": 1859,
+ "loss": 0.6071690451378124,
+ "clean_loss": 0.6124012104629446,
+ "noisy_loss_mean": 0.6054249900294351
+ },
+ {
+ "train_step": 1860,
+ "loss": 0.5132044555067764,
+ "clean_loss": 0.509039630894017,
+ "noisy_loss_mean": 0.5145927303776962
+ },
+ {
+ "train_step": 1861,
+ "loss": 0.484729722365099,
+ "clean_loss": 0.47416127433232336,
+ "noisy_loss_mean": 0.48825253837602417
+ },
+ {
+ "train_step": 1862,
+ "loss": 0.5220595795029912,
+ "clean_loss": 0.5244495237974215,
+ "noisy_loss_mean": 0.5212629314048477
+ },
+ {
+ "train_step": 1863,
+ "loss": 0.4072484714172676,
+ "clean_loss": 0.41356977101456915,
+ "noisy_loss_mean": 0.40514137155150043
+ },
+ {
+ "train_step": 1864,
+ "loss": 0.39450970967432897,
+ "clean_loss": 0.3861434751528824,
+ "noisy_loss_mean": 0.3972984545148112
+ },
+ {
+ "train_step": 1865,
+ "loss": 0.5548040449518209,
+ "clean_loss": 0.5424732188635746,
+ "noisy_loss_mean": 0.5589143203145698
+ },
+ {
+ "train_step": 1866,
+ "loss": 0.6155642567897893,
+ "clean_loss": 0.6151307908741308,
+ "noisy_loss_mean": 0.6157087454283422
+ },
+ {
+ "train_step": 1867,
+ "loss": 0.6687216774438122,
+ "clean_loss": 0.6831253154912506,
+ "noisy_loss_mean": 0.6639204647613327
+ },
+ {
+ "train_step": 1868,
+ "loss": 0.6421522391418343,
+ "clean_loss": 0.6400256756396189,
+ "noisy_loss_mean": 0.6428610936425727
+ },
+ {
+ "train_step": 1869,
+ "loss": 0.46592978414793973,
+ "clean_loss": 0.4637791328978476,
+ "noisy_loss_mean": 0.46664666789797044
+ },
+ {
+ "train_step": 1870,
+ "loss": 0.531756965079766,
+ "clean_loss": 0.5503437770592224,
+ "noisy_loss_mean": 0.525561361086614
+ },
+ {
+ "train_step": 1871,
+ "loss": 0.5393140089485852,
+ "clean_loss": 0.5280443990592155,
+ "noisy_loss_mean": 0.5430705455783751
+ },
+ {
+ "train_step": 1872,
+ "loss": 0.5270434040035503,
+ "clean_loss": 0.5162429908311958,
+ "noisy_loss_mean": 0.5306435417276685
+ },
+ {
+ "train_step": 1873,
+ "loss": 0.5044870991137813,
+ "clean_loss": 0.4961269600001591,
+ "noisy_loss_mean": 0.5072738121516555
+ },
+ {
+ "train_step": 1874,
+ "loss": 0.633936223646723,
+ "clean_loss": 0.6359850513793904,
+ "noisy_loss_mean": 0.633253281069167
+ },
+ {
+ "train_step": 1875,
+ "loss": 0.5418084434364696,
+ "clean_loss": 0.5474452241422247,
+ "noisy_loss_mean": 0.5399295165345511
+ },
+ {
+ "train_step": 1876,
+ "loss": 0.6297750066296901,
+ "clean_loss": 0.6310027004185231,
+ "noisy_loss_mean": 0.6293657753667458
+ },
+ {
+ "train_step": 1877,
+ "loss": 0.5971311184069668,
+ "clean_loss": 0.5902345143029473,
+ "noisy_loss_mean": 0.59942998644164
+ },
+ {
+ "train_step": 1878,
+ "loss": 0.5778741015017634,
+ "clean_loss": 0.5624208930789423,
+ "noisy_loss_mean": 0.5830251709760371
+ },
+ {
+ "train_step": 1879,
+ "loss": 0.5112235497279358,
+ "clean_loss": 0.5047771419802612,
+ "noisy_loss_mean": 0.5133723523104939
+ },
+ {
+ "train_step": 1880,
+ "loss": 0.6898460607060276,
+ "clean_loss": 0.6838539255998813,
+ "noisy_loss_mean": 0.6918434390747431
+ },
+ {
+ "train_step": 1881,
+ "loss": 0.6965401468391674,
+ "clean_loss": 0.7075627562683714,
+ "noisy_loss_mean": 0.6928659436960993
+ },
+ {
+ "train_step": 1882,
+ "loss": 0.7324910270882365,
+ "clean_loss": 0.7281173260014402,
+ "noisy_loss_mean": 0.733948927450502
+ },
+ {
+ "train_step": 1883,
+ "loss": 0.49766563936370706,
+ "clean_loss": 0.4933647208063218,
+ "noisy_loss_mean": 0.4990992788828355
+ },
+ {
+ "train_step": 1884,
+ "loss": 0.582107233346731,
+ "clean_loss": 0.5731054021196756,
+ "noisy_loss_mean": 0.5851078437557495
+ },
+ {
+ "train_step": 1885,
+ "loss": 0.5133527850588301,
+ "clean_loss": 0.5083697475366843,
+ "noisy_loss_mean": 0.515013797566212
+ },
+ {
+ "train_step": 1886,
+ "loss": 0.7368803372460971,
+ "clean_loss": 0.730396359828587,
+ "noisy_loss_mean": 0.739041663051934
+ },
+ {
+ "train_step": 1887,
+ "loss": 0.680671087441636,
+ "clean_loss": 0.6776777640079944,
+ "noisy_loss_mean": 0.6816688619195165
+ },
+ {
+ "train_step": 1888,
+ "loss": 0.4798657082173975,
+ "clean_loss": 0.48372954924859873,
+ "noisy_loss_mean": 0.478577761206997
+ },
+ {
+ "train_step": 1889,
+ "loss": 0.49470413209288255,
+ "clean_loss": 0.49969779630955485,
+ "noisy_loss_mean": 0.4930395773539918
+ },
+ {
+ "train_step": 1890,
+ "loss": 0.6954492024092058,
+ "clean_loss": 0.6751040461998501,
+ "noisy_loss_mean": 0.7022309211456577
+ },
+ {
+ "train_step": 1891,
+ "loss": 0.5968345118602324,
+ "clean_loss": 0.5876186668357595,
+ "noisy_loss_mean": 0.5999064602017233
+ },
+ {
+ "train_step": 1892,
+ "loss": 0.5045692469273255,
+ "clean_loss": 0.5276587280962012,
+ "noisy_loss_mean": 0.4968727532043669
+ },
+ {
+ "train_step": 1893,
+ "loss": 0.7504776037892229,
+ "clean_loss": 0.7352378533460185,
+ "noisy_loss_mean": 0.7555575206036244
+ },
+ {
+ "train_step": 1894,
+ "loss": 0.7714784357578074,
+ "clean_loss": 0.7983007710604952,
+ "noisy_loss_mean": 0.7625376573235781
+ },
+ {
+ "train_step": 1895,
+ "loss": 0.4569806239619474,
+ "clean_loss": 0.46511679639420467,
+ "noisy_loss_mean": 0.45426856648452824
+ },
+ {
+ "train_step": 1896,
+ "loss": 0.5216127202877946,
+ "clean_loss": 0.5320065492645675,
+ "noisy_loss_mean": 0.5181481106288705
+ },
+ {
+ "train_step": 1897,
+ "loss": 0.5250649098711182,
+ "clean_loss": 0.519272618835637,
+ "noisy_loss_mean": 0.5269956735496119
+ },
+ {
+ "train_step": 1898,
+ "loss": 0.34631614137522,
+ "clean_loss": 0.34980844353478374,
+ "noisy_loss_mean": 0.3451520406553654
+ },
+ {
+ "train_step": 1899,
+ "loss": 0.6134600528448706,
+ "clean_loss": 0.6073311529525479,
+ "noisy_loss_mean": 0.6155030194756449
+ },
+ {
+ "train_step": 1900,
+ "loss": 0.6368959040755227,
+ "clean_loss": 0.6439683637519399,
+ "noisy_loss_mean": 0.6345384175167169
+ },
+ {
+ "train_step": 1901,
+ "loss": 0.550210949382914,
+ "clean_loss": 0.5430952379049366,
+ "noisy_loss_mean": 0.5525828532089064
+ },
+ {
+ "train_step": 1902,
+ "loss": 0.655895794598961,
+ "clean_loss": 0.6545191098276543,
+ "noisy_loss_mean": 0.6563546895227298
+ },
+ {
+ "train_step": 1903,
+ "loss": 0.37004236073408264,
+ "clean_loss": 0.37536041233650885,
+ "noisy_loss_mean": 0.3682696768666072
+ },
+ {
+ "train_step": 1904,
+ "loss": 0.5324813816871932,
+ "clean_loss": 0.5367542094938397,
+ "noisy_loss_mean": 0.5310571057516444
+ },
+ {
+ "train_step": 1905,
+ "loss": 0.43539876809110145,
+ "clean_loss": 0.43168676852550963,
+ "noisy_loss_mean": 0.43663610127963204
+ },
+ {
+ "train_step": 1906,
+ "loss": 0.5019280183214829,
+ "clean_loss": 0.5153058461392328,
+ "noisy_loss_mean": 0.49746874238223304
+ },
+ {
+ "train_step": 1907,
+ "loss": 0.44990447390180816,
+ "clean_loss": 0.4521396298105186,
+ "noisy_loss_mean": 0.44915942193223807
+ },
+ {
+ "train_step": 1908,
+ "loss": 0.5243242822234963,
+ "clean_loss": 0.5189803688427703,
+ "noisy_loss_mean": 0.5261055866837383
+ },
+ {
+ "train_step": 1909,
+ "loss": 0.6743671256743663,
+ "clean_loss": 0.6625077210431554,
+ "noisy_loss_mean": 0.6783202605514367
+ },
+ {
+ "train_step": 1910,
+ "loss": 0.7089484907771854,
+ "clean_loss": 0.7173225073389101,
+ "noisy_loss_mean": 0.7061571519232771
+ },
+ {
+ "train_step": 1911,
+ "loss": 0.5499852834291542,
+ "clean_loss": 0.5471866372578141,
+ "noisy_loss_mean": 0.5509181654862676
+ },
+ {
+ "train_step": 1912,
+ "loss": 0.6054222375767098,
+ "clean_loss": 0.6045852855068813,
+ "noisy_loss_mean": 0.6057012215999859
+ },
+ {
+ "train_step": 1913,
+ "loss": 0.573425297377689,
+ "clean_loss": 0.5847187098272941,
+ "noisy_loss_mean": 0.569660826561154
+ },
+ {
+ "train_step": 1914,
+ "loss": 0.5900986639287221,
+ "clean_loss": 0.5923157274265806,
+ "noisy_loss_mean": 0.5893596427627693
+ },
+ {
+ "train_step": 1915,
+ "loss": 0.4407850630093607,
+ "clean_loss": 0.4473133257998982,
+ "noisy_loss_mean": 0.4386089754125149
+ },
+ {
+ "train_step": 1916,
+ "loss": 0.7012125840009888,
+ "clean_loss": 0.709160576682977,
+ "noisy_loss_mean": 0.6985632531069927
+ },
+ {
+ "train_step": 1917,
+ "loss": 0.47156750177133,
+ "clean_loss": 0.4716064946866291,
+ "noisy_loss_mean": 0.471554504132897
+ },
+ {
+ "train_step": 1918,
+ "loss": 0.5175594417052057,
+ "clean_loss": 0.5080285616862291,
+ "noisy_loss_mean": 0.5207364017115313
+ },
+ {
+ "train_step": 1919,
+ "loss": 0.634872138911575,
+ "clean_loss": 0.627734066677327,
+ "noisy_loss_mean": 0.6372514963229909
+ },
+ {
+ "train_step": 1920,
+ "loss": 0.6678809395690496,
+ "clean_loss": 0.6718538185622075,
+ "noisy_loss_mean": 0.6665566465713303
+ },
+ {
+ "train_step": 1921,
+ "loss": 0.4657503663076067,
+ "clean_loss": 0.47660834546560876,
+ "noisy_loss_mean": 0.46213103992160603
+ },
+ {
+ "train_step": 1922,
+ "loss": 0.4724005665843948,
+ "clean_loss": 0.47422429056235543,
+ "noisy_loss_mean": 0.4717926585917412
+ },
+ {
+ "train_step": 1923,
+ "loss": 0.6856676728938909,
+ "clean_loss": 0.6902452663310348,
+ "noisy_loss_mean": 0.6841418084148428
+ },
+ {
+ "train_step": 1924,
+ "loss": 0.6335553838671295,
+ "clean_loss": 0.6416804148922928,
+ "noisy_loss_mean": 0.6308470401920752
+ },
+ {
+ "train_step": 1925,
+ "loss": 0.5421571360483906,
+ "clean_loss": 0.5340809544885208,
+ "noisy_loss_mean": 0.5448491965683472
+ },
+ {
+ "train_step": 1926,
+ "loss": 0.5674471420973128,
+ "clean_loss": 0.5596955859263084,
+ "noisy_loss_mean": 0.5700309941543145
+ },
+ {
+ "train_step": 1927,
+ "loss": 0.5704067827616857,
+ "clean_loss": 0.5730339973210797,
+ "noisy_loss_mean": 0.5695310445752209
+ },
+ {
+ "train_step": 1928,
+ "loss": 0.7051269078505322,
+ "clean_loss": 0.7123739485150389,
+ "noisy_loss_mean": 0.7027112276290298
+ },
+ {
+ "train_step": 1929,
+ "loss": 0.6554819594021503,
+ "clean_loss": 0.6516859784486326,
+ "noisy_loss_mean": 0.6567472863866561
+ },
+ {
+ "train_step": 1930,
+ "loss": 0.6824035264101417,
+ "clean_loss": 0.6811825908385205,
+ "noisy_loss_mean": 0.6828105049340154
+ },
+ {
+ "train_step": 1931,
+ "loss": 0.5140836304951197,
+ "clean_loss": 0.5066286341316826,
+ "noisy_loss_mean": 0.5165686292829322
+ },
+ {
+ "train_step": 1932,
+ "loss": 0.5265860873000787,
+ "clean_loss": 0.5357706236355503,
+ "noisy_loss_mean": 0.5235245751882548
+ },
+ {
+ "train_step": 1933,
+ "loss": 0.5130320456249851,
+ "clean_loss": 0.5087161783157922,
+ "noisy_loss_mean": 0.5144706680613828
+ },
+ {
+ "train_step": 1934,
+ "loss": 0.4617362530699837,
+ "clean_loss": 0.46050922622606627,
+ "noisy_loss_mean": 0.4621452620179562
+ },
+ {
+ "train_step": 1935,
+ "loss": 0.5085584571971444,
+ "clean_loss": 0.5089951818541788,
+ "noisy_loss_mean": 0.5084128823114662
+ },
+ {
+ "train_step": 1936,
+ "loss": 0.7002110016152246,
+ "clean_loss": 0.7038969781064559,
+ "noisy_loss_mean": 0.6989823427848142
+ },
+ {
+ "train_step": 1937,
+ "loss": 0.521853443169787,
+ "clean_loss": 0.5029144197578967,
+ "noisy_loss_mean": 0.5281664509737504
+ },
+ {
+ "train_step": 1938,
+ "loss": 0.6717646143869316,
+ "clean_loss": 0.670896074708546,
+ "noisy_loss_mean": 0.6720541276130602
+ },
+ {
+ "train_step": 1939,
+ "loss": 0.6768289051290204,
+ "clean_loss": 0.6803793504609903,
+ "noisy_loss_mean": 0.675645423351697
+ },
+ {
+ "train_step": 1940,
+ "loss": 0.5076423284014822,
+ "clean_loss": 0.49422075904338636,
+ "noisy_loss_mean": 0.5121161848541808
+ },
+ {
+ "train_step": 1941,
+ "loss": 0.5089018992233197,
+ "clean_loss": 0.49390146043346883,
+ "noisy_loss_mean": 0.5139020454866033
+ },
+ {
+ "train_step": 1942,
+ "loss": 0.4662860004066057,
+ "clean_loss": 0.47183168956017946,
+ "noisy_loss_mean": 0.4644374373554145
+ },
+ {
+ "train_step": 1943,
+ "loss": 0.5929323117931993,
+ "clean_loss": 0.6026493537320172,
+ "noisy_loss_mean": 0.5896932978135933
+ },
+ {
+ "train_step": 1944,
+ "loss": 0.8603052060857523,
+ "clean_loss": 0.8526772746395919,
+ "noisy_loss_mean": 0.8628478499011392
+ },
+ {
+ "train_step": 1945,
+ "loss": 0.5283631086864486,
+ "clean_loss": 0.5321942645036671,
+ "noisy_loss_mean": 0.5270860567473759
+ },
+ {
+ "train_step": 1946,
+ "loss": 0.5375189352373786,
+ "clean_loss": 0.5433771885952575,
+ "noisy_loss_mean": 0.5355661841180858
+ },
+ {
+ "train_step": 1947,
+ "loss": 0.7094796656478752,
+ "clean_loss": 0.7109306903661295,
+ "noisy_loss_mean": 0.7089959907417905
+ },
+ {
+ "train_step": 1948,
+ "loss": 0.62109140405209,
+ "clean_loss": 0.6362113858554544,
+ "noisy_loss_mean": 0.6160514101176351
+ },
+ {
+ "train_step": 1949,
+ "loss": 0.5401760481497725,
+ "clean_loss": 0.5324151487502518,
+ "noisy_loss_mean": 0.5427630146162795
+ },
+ {
+ "train_step": 1950,
+ "loss": 0.5130095349155849,
+ "clean_loss": 0.5096368477251791,
+ "noisy_loss_mean": 0.5141337639790535
+ },
+ {
+ "train_step": 1951,
+ "loss": 0.5843413421360198,
+ "clean_loss": 0.5926759196943875,
+ "noisy_loss_mean": 0.581563149616564
+ },
+ {
+ "train_step": 1952,
+ "loss": 0.5493374072038506,
+ "clean_loss": 0.5586005192450525,
+ "noisy_loss_mean": 0.5462497031901167
+ },
+ {
+ "train_step": 1953,
+ "loss": 0.6604483537679315,
+ "clean_loss": 0.6606902379510339,
+ "noisy_loss_mean": 0.6603677257068975
+ },
+ {
+ "train_step": 1954,
+ "loss": 0.7124332307128894,
+ "clean_loss": 0.7090962262503564,
+ "noisy_loss_mean": 0.7135455655337338
+ },
+ {
+ "train_step": 1955,
+ "loss": 0.34814945248456153,
+ "clean_loss": 0.3404561956641724,
+ "noisy_loss_mean": 0.3507138714246913
+ },
+ {
+ "train_step": 1956,
+ "loss": 0.4289738475397753,
+ "clean_loss": 0.4307486493512831,
+ "noisy_loss_mean": 0.42838224693593946
+ },
+ {
+ "train_step": 1957,
+ "loss": 0.47730984377661484,
+ "clean_loss": 0.4698032392060971,
+ "noisy_loss_mean": 0.4798120453001207
+ },
+ {
+ "train_step": 1958,
+ "loss": 0.40843039091380684,
+ "clean_loss": 0.39425118299717665,
+ "noisy_loss_mean": 0.4131567935526836
+ },
+ {
+ "train_step": 1959,
+ "loss": 0.6808951842727585,
+ "clean_loss": 0.6827611016430469,
+ "noisy_loss_mean": 0.6802732118159956
+ },
+ {
+ "train_step": 1960,
+ "loss": 0.64891288045567,
+ "clean_loss": 0.6480706252951736,
+ "noisy_loss_mean": 0.6491936321758355
+ },
+ {
+ "train_step": 1961,
+ "loss": 1.0013343040010128,
+ "clean_loss": 1.0820063218691116,
+ "noisy_loss_mean": 0.9744436313783132
+ },
+ {
+ "train_step": 1962,
+ "loss": 0.5077971764779723,
+ "clean_loss": 0.486043453399941,
+ "noisy_loss_mean": 0.5150484175039827
+ },
+ {
+ "train_step": 1963,
+ "loss": 0.5638189617870522,
+ "clean_loss": 0.5731848950930987,
+ "noisy_loss_mean": 0.5606969840183699
+ },
+ {
+ "train_step": 1964,
+ "loss": 0.5997285326086554,
+ "clean_loss": 0.5947187253931917,
+ "noisy_loss_mean": 0.6013984683471433
+ },
+ {
+ "train_step": 1965,
+ "loss": 0.5343715051813063,
+ "clean_loss": 0.5317432468016362,
+ "noisy_loss_mean": 0.535247591307863
+ },
+ {
+ "train_step": 1966,
+ "loss": 0.5395040016734771,
+ "clean_loss": 0.5399468274050512,
+ "noisy_loss_mean": 0.5393563930962857
+ },
+ {
+ "train_step": 1967,
+ "loss": 0.38386040778543296,
+ "clean_loss": 0.3680489430657643,
+ "noisy_loss_mean": 0.3891308960253225
+ },
+ {
+ "train_step": 1968,
+ "loss": 0.8083971665641783,
+ "clean_loss": 0.8079789831098779,
+ "noisy_loss_mean": 0.8085365610489452
+ },
+ {
+ "train_step": 1969,
+ "loss": 0.5407203858379768,
+ "clean_loss": 0.5397772109480468,
+ "noisy_loss_mean": 0.5410347774679534
+ },
+ {
+ "train_step": 1970,
+ "loss": 0.5051979147723386,
+ "clean_loss": 0.5063136124835521,
+ "noisy_loss_mean": 0.5048260155352673
+ },
+ {
+ "train_step": 1971,
+ "loss": 0.4262897442054807,
+ "clean_loss": 0.42696130678067457,
+ "noisy_loss_mean": 0.42606589001374945
+ },
+ {
+ "train_step": 1972,
+ "loss": 0.6458053107300918,
+ "clean_loss": 0.6604333722064126,
+ "noisy_loss_mean": 0.640929290237985
+ },
+ {
+ "train_step": 1973,
+ "loss": 0.5921310398497996,
+ "clean_loss": 0.6051649725549091,
+ "noisy_loss_mean": 0.5877863956147632
+ },
+ {
+ "train_step": 1974,
+ "loss": 0.45411781104468046,
+ "clean_loss": 0.45094643422935704,
+ "noisy_loss_mean": 0.4551749366497882
+ },
+ {
+ "train_step": 1975,
+ "loss": 0.7378948979592372,
+ "clean_loss": 0.7421847571702445,
+ "noisy_loss_mean": 0.7364649448889015
+ },
+ {
+ "train_step": 1976,
+ "loss": 0.648496246413333,
+ "clean_loss": 0.6435328142389595,
+ "noisy_loss_mean": 0.6501507238047909
+ },
+ {
+ "train_step": 1977,
+ "loss": 0.49919821148249544,
+ "clean_loss": 0.48938040536268607,
+ "noisy_loss_mean": 0.502470813522432
+ },
+ {
+ "train_step": 1978,
+ "loss": 0.49226890586510863,
+ "clean_loss": 0.4878668161912668,
+ "noisy_loss_mean": 0.4937362690897225
+ },
+ {
+ "train_step": 1979,
+ "loss": 0.5477244943799201,
+ "clean_loss": 0.5546515109605822,
+ "noisy_loss_mean": 0.5454154888530327
+ },
+ {
+ "train_step": 1980,
+ "loss": 0.6513353299249713,
+ "clean_loss": 0.6574857804208165,
+ "noisy_loss_mean": 0.6492851797596896
+ },
+ {
+ "train_step": 1981,
+ "loss": 0.6260904899540229,
+ "clean_loss": 0.6286899692644486,
+ "noisy_loss_mean": 0.6252239968505476
+ },
+ {
+ "train_step": 1982,
+ "loss": 0.5968316672091005,
+ "clean_loss": 0.5913402314553527,
+ "noisy_loss_mean": 0.5986621457936832
+ },
+ {
+ "train_step": 1983,
+ "loss": 0.7582561004884933,
+ "clean_loss": 0.7644935312949828,
+ "noisy_loss_mean": 0.7561769568863302
+ },
+ {
+ "train_step": 1984,
+ "loss": 0.5329989918110591,
+ "clean_loss": 0.5282854414976235,
+ "noisy_loss_mean": 0.5345701752488711
+ },
+ {
+ "train_step": 1985,
+ "loss": 0.6972073147996738,
+ "clean_loss": 0.7000316666938226,
+ "noisy_loss_mean": 0.696265864168291
+ },
+ {
+ "train_step": 1986,
+ "loss": 0.5296502365828993,
+ "clean_loss": 0.5293354986132037,
+ "noisy_loss_mean": 0.5297551492394645
+ },
+ {
+ "train_step": 1987,
+ "loss": 0.5646933710834305,
+ "clean_loss": 0.5845787627623059,
+ "noisy_loss_mean": 0.558064907190472
+ },
+ {
+ "train_step": 1988,
+ "loss": 0.497683157741858,
+ "clean_loss": 0.505751717107279,
+ "noisy_loss_mean": 0.4949936379533844
+ },
+ {
+ "train_step": 1989,
+ "loss": 0.5106513946339741,
+ "clean_loss": 0.5040595845548648,
+ "noisy_loss_mean": 0.512848664660344
+ },
+ {
+ "train_step": 1990,
+ "loss": 0.593871093788696,
+ "clean_loss": 0.5969282441637132,
+ "noisy_loss_mean": 0.5928520436636903
+ },
+ {
+ "train_step": 1991,
+ "loss": 0.5938073502380012,
+ "clean_loss": 0.5837970874766659,
+ "noisy_loss_mean": 0.5971441044917797
+ },
+ {
+ "train_step": 1992,
+ "loss": 0.9775416313310027,
+ "clean_loss": 0.9773176986570827,
+ "noisy_loss_mean": 0.9776162755556426
+ },
+ {
+ "train_step": 1993,
+ "loss": 0.5781468300280903,
+ "clean_loss": 0.5730188679907406,
+ "noisy_loss_mean": 0.579856150707207
+ },
+ {
+ "train_step": 1994,
+ "loss": 0.4260566114802274,
+ "clean_loss": 0.4278596203341954,
+ "noisy_loss_mean": 0.4254556085289047
+ },
+ {
+ "train_step": 1995,
+ "loss": 0.45186427590940437,
+ "clean_loss": 0.4547768058174914,
+ "noisy_loss_mean": 0.45089343260670867
+ },
+ {
+ "train_step": 1996,
+ "loss": 0.512758182904662,
+ "clean_loss": 0.5174374284523049,
+ "noisy_loss_mean": 0.5111984343887811
+ },
+ {
+ "train_step": 1997,
+ "loss": 0.4528605045744309,
+ "clean_loss": 0.44755181201531224,
+ "noisy_loss_mean": 0.4546300687608038
+ },
+ {
+ "train_step": 1998,
+ "loss": 0.5286652248729503,
+ "clean_loss": 0.5203904788756487,
+ "noisy_loss_mean": 0.5314234735387174
+ },
+ {
+ "train_step": 1999,
+ "loss": 0.5652694270438275,
+ "clean_loss": 0.5693853044614788,
+ "noisy_loss_mean": 0.5638974679046105
+ },
+ {
+ "train_step": 2000,
+ "loss": 0.7035277049807809,
+ "clean_loss": 0.7208134557791852,
+ "noisy_loss_mean": 0.6977657880479793
+ },
+ {
+ "train_step": 2001,
+ "loss": 0.48745414122138453,
+ "clean_loss": 0.48452036920320274,
+ "noisy_loss_mean": 0.48843206522744503
+ },
+ {
+ "train_step": 2002,
+ "loss": 0.5999154409493377,
+ "clean_loss": 0.6031350341663843,
+ "noisy_loss_mean": 0.5988422432103221
+ },
+ {
+ "train_step": 2003,
+ "loss": 0.7705639073044313,
+ "clean_loss": 0.7731301596942143,
+ "noisy_loss_mean": 0.7697084898411702
+ },
+ {
+ "train_step": 2004,
+ "loss": 0.716476221115771,
+ "clean_loss": 0.7063591898676704,
+ "noisy_loss_mean": 0.7198485648651379
+ },
+ {
+ "train_step": 2005,
+ "loss": 0.5015312807346757,
+ "clean_loss": 0.48992331394297667,
+ "noisy_loss_mean": 0.5054006029985754
+ },
+ {
+ "train_step": 2006,
+ "loss": 0.42913329208757445,
+ "clean_loss": 0.4340372002296542,
+ "noisy_loss_mean": 0.4274986560402145
+ },
+ {
+ "train_step": 2007,
+ "loss": 0.44911124999090213,
+ "clean_loss": 0.4505897559275349,
+ "noisy_loss_mean": 0.4486184146786913
+ },
+ {
+ "train_step": 2008,
+ "loss": 0.5859427533964786,
+ "clean_loss": 0.589998324138702,
+ "noisy_loss_mean": 0.5845908964824041
+ },
+ {
+ "train_step": 2009,
+ "loss": 0.5696387750626815,
+ "clean_loss": 0.5601087779246832,
+ "noisy_loss_mean": 0.5728154407753475
+ },
+ {
+ "train_step": 2010,
+ "loss": 0.7673501067398629,
+ "clean_loss": 0.7650593165256693,
+ "noisy_loss_mean": 0.7681137034779276
+ },
+ {
+ "train_step": 2011,
+ "loss": 0.633209589717206,
+ "clean_loss": 0.6339546874071273,
+ "noisy_loss_mean": 0.6329612238205655
+ },
+ {
+ "train_step": 2012,
+ "loss": 0.5341509868912548,
+ "clean_loss": 0.5363923697497857,
+ "noisy_loss_mean": 0.5334038592717446
+ },
+ {
+ "train_step": 2013,
+ "loss": 0.5269289684552048,
+ "clean_loss": 0.5123105361409747,
+ "noisy_loss_mean": 0.5318017792266149
+ },
+ {
+ "train_step": 2014,
+ "loss": 0.4286889116232343,
+ "clean_loss": 0.4164870542767531,
+ "noisy_loss_mean": 0.43275619740539467
+ },
+ {
+ "train_step": 2015,
+ "loss": 0.3639603541877996,
+ "clean_loss": 0.36107565965285926,
+ "noisy_loss_mean": 0.36492191903277965
+ },
+ {
+ "train_step": 2016,
+ "loss": 0.5067017357431267,
+ "clean_loss": 0.5126547467410588,
+ "noisy_loss_mean": 0.504717398743816
+ },
+ {
+ "train_step": 2017,
+ "loss": 0.6335223178141648,
+ "clean_loss": 0.642938426134353,
+ "noisy_loss_mean": 0.6303836150407687
+ },
+ {
+ "train_step": 2018,
+ "loss": 0.5229025473400459,
+ "clean_loss": 0.5155459980512167,
+ "noisy_loss_mean": 0.5253547304363225
+ },
+ {
+ "train_step": 2019,
+ "loss": 0.4985727606407682,
+ "clean_loss": 0.5008940825720513,
+ "noisy_loss_mean": 0.49779898666367384
+ },
+ {
+ "train_step": 2020,
+ "loss": 0.4221753774434188,
+ "clean_loss": 0.43051076216474127,
+ "noisy_loss_mean": 0.41939691586964467
+ },
+ {
+ "train_step": 2021,
+ "loss": 0.7217883022671634,
+ "clean_loss": 0.7208801524699879,
+ "noisy_loss_mean": 0.7220910188662218
+ },
+ {
+ "train_step": 2022,
+ "loss": 0.3464966954456355,
+ "clean_loss": 0.33759741895451956,
+ "noisy_loss_mean": 0.3494631209426742
+ },
+ {
+ "train_step": 2023,
+ "loss": 0.38831378373466396,
+ "clean_loss": 0.39139632262328017,
+ "noisy_loss_mean": 0.38728627077179184
+ },
+ {
+ "train_step": 2024,
+ "loss": 0.6622201323556699,
+ "clean_loss": 0.6693719655883259,
+ "noisy_loss_mean": 0.6598361879447845
+ },
+ {
+ "train_step": 2025,
+ "loss": 0.5999952011603853,
+ "clean_loss": 0.602774935634682,
+ "noisy_loss_mean": 0.5990686230022865
+ },
+ {
+ "train_step": 2026,
+ "loss": 0.6883118390216854,
+ "clean_loss": 0.6825755020839025,
+ "noisy_loss_mean": 0.6902239513342797
+ },
+ {
+ "train_step": 2027,
+ "loss": 0.585687560598869,
+ "clean_loss": 0.5945770604708126,
+ "noisy_loss_mean": 0.5827243939748876
+ },
+ {
+ "train_step": 2028,
+ "loss": 0.6363369724474309,
+ "clean_loss": 0.6393195939629743,
+ "noisy_loss_mean": 0.6353427652755831
+ },
+ {
+ "train_step": 2029,
+ "loss": 0.5061690307033879,
+ "clean_loss": 0.5127124045730519,
+ "noisy_loss_mean": 0.5039879060801666
+ },
+ {
+ "train_step": 2030,
+ "loss": 0.677627563996557,
+ "clean_loss": 0.671939362615684,
+ "noisy_loss_mean": 0.6795236311235145
+ },
+ {
+ "train_step": 2031,
+ "loss": 0.4988646784784671,
+ "clean_loss": 0.5072606296793776,
+ "noisy_loss_mean": 0.4960660280781637
+ },
+ {
+ "train_step": 2032,
+ "loss": 0.44806069389952646,
+ "clean_loss": 0.4482394615938083,
+ "noisy_loss_mean": 0.44800110466809917
+ },
+ {
+ "train_step": 2033,
+ "loss": 0.4444903122577206,
+ "clean_loss": 0.4547082349636138,
+ "noisy_loss_mean": 0.4410843380224228
+ },
+ {
+ "train_step": 2034,
+ "loss": 0.4551351333544044,
+ "clean_loss": 0.45539029777522955,
+ "noisy_loss_mean": 0.4550500785474627
+ },
+ {
+ "train_step": 2035,
+ "loss": 0.6181568369435342,
+ "clean_loss": 0.6256565436241007,
+ "noisy_loss_mean": 0.6156569347166786
+ },
+ {
+ "train_step": 2036,
+ "loss": 0.47979525391697286,
+ "clean_loss": 0.48177175617196516,
+ "noisy_loss_mean": 0.4791364198319754
+ },
+ {
+ "train_step": 2037,
+ "loss": 0.5529592681682056,
+ "clean_loss": 0.5528959440366493,
+ "noisy_loss_mean": 0.5529803762120576
+ },
+ {
+ "train_step": 2038,
+ "loss": 0.5301595622977164,
+ "clean_loss": 0.5365043631946257,
+ "noisy_loss_mean": 0.5280446286654134
+ },
+ {
+ "train_step": 2039,
+ "loss": 0.7136872728215359,
+ "clean_loss": 0.7207136030734348,
+ "noisy_loss_mean": 0.7113451627375694
+ },
+ {
+ "train_step": 2040,
+ "loss": 0.5887614010521249,
+ "clean_loss": 0.5803702340923153,
+ "noisy_loss_mean": 0.5915584567053949
+ },
+ {
+ "train_step": 2041,
+ "loss": 0.504365428093833,
+ "clean_loss": 0.5055885887574255,
+ "noisy_loss_mean": 0.5039577078726355
+ },
+ {
+ "train_step": 2042,
+ "loss": 0.7169269497830286,
+ "clean_loss": 0.7240327511363683,
+ "noisy_loss_mean": 0.7145583493319153
+ },
+ {
+ "train_step": 2043,
+ "loss": 0.6751037918228651,
+ "clean_loss": 0.6553961892544705,
+ "noisy_loss_mean": 0.6816729926789967
+ },
+ {
+ "train_step": 2044,
+ "loss": 0.695715908746813,
+ "clean_loss": 0.692801958263569,
+ "noisy_loss_mean": 0.696687225574561
+ },
+ {
+ "train_step": 2045,
+ "loss": 0.4959812074360589,
+ "clean_loss": 0.48496074074375356,
+ "noisy_loss_mean": 0.499654696333494
+ },
+ {
+ "train_step": 2046,
+ "loss": 0.5451415654370023,
+ "clean_loss": 0.5425309433658957,
+ "noisy_loss_mean": 0.5460117727940378
+ },
+ {
+ "train_step": 2047,
+ "loss": 0.30614535917633345,
+ "clean_loss": 0.3056016800522523,
+ "noisy_loss_mean": 0.30632658555102715
+ },
+ {
+ "train_step": 2048,
+ "loss": 0.5850361917682065,
+ "clean_loss": 0.5793664551921964,
+ "noisy_loss_mean": 0.5869261039602098
+ },
+ {
+ "train_step": 2049,
+ "loss": 0.4671971824505277,
+ "clean_loss": 0.46715432590718825,
+ "noisy_loss_mean": 0.4672114679649742
+ },
+ {
+ "train_step": 2050,
+ "loss": 0.5323917253559642,
+ "clean_loss": 0.5355040839602194,
+ "noisy_loss_mean": 0.5313542724878791
+ },
+ {
+ "train_step": 2051,
+ "loss": 0.6457881681741487,
+ "clean_loss": 0.6531254124627215,
+ "noisy_loss_mean": 0.6433424200779578
+ },
+ {
+ "train_step": 2052,
+ "loss": 0.5738971965839726,
+ "clean_loss": 0.5603791586654143,
+ "noisy_loss_mean": 0.5784032092234921
+ },
+ {
+ "train_step": 2053,
+ "loss": 0.6412921216373457,
+ "clean_loss": 0.6394597409091611,
+ "noisy_loss_mean": 0.6419029152134073
+ },
+ {
+ "train_step": 2054,
+ "loss": 0.4941382453346188,
+ "clean_loss": 0.4997920922549183,
+ "noisy_loss_mean": 0.49225362969451886
+ },
+ {
+ "train_step": 2055,
+ "loss": 0.605588447944346,
+ "clean_loss": 0.6297861382784868,
+ "noisy_loss_mean": 0.597522551166299
+ },
+ {
+ "train_step": 2056,
+ "loss": 0.6652069399275151,
+ "clean_loss": 0.6736384520143258,
+ "noisy_loss_mean": 0.6623964358985783
+ },
+ {
+ "train_step": 2057,
+ "loss": 0.8628115240496628,
+ "clean_loss": 0.8569754851638158,
+ "noisy_loss_mean": 0.864756870344945
+ },
+ {
+ "train_step": 2058,
+ "loss": 0.5574537605239532,
+ "clean_loss": 0.5581267522749839,
+ "noisy_loss_mean": 0.5572294299402764
+ },
+ {
+ "train_step": 2059,
+ "loss": 0.6787610298209975,
+ "clean_loss": 0.6680675675366138,
+ "noisy_loss_mean": 0.6823255172491254
+ },
+ {
+ "train_step": 2060,
+ "loss": 0.5712012778062842,
+ "clean_loss": 0.5759518693456342,
+ "noisy_loss_mean": 0.5696177472931674
+ },
+ {
+ "train_step": 2061,
+ "loss": 0.6808359408476838,
+ "clean_loss": 0.6851130745958556,
+ "noisy_loss_mean": 0.6794102295982934
+ },
+ {
+ "train_step": 2062,
+ "loss": 0.4052489809070551,
+ "clean_loss": 0.40195432824051863,
+ "noisy_loss_mean": 0.4063471984625672
+ },
+ {
+ "train_step": 2063,
+ "loss": 0.7547536287918585,
+ "clean_loss": 0.7563066123661148,
+ "noisy_loss_mean": 0.7542359676004396
+ },
+ {
+ "train_step": 2064,
+ "loss": 0.7545047289344244,
+ "clean_loss": 0.7535390518157479,
+ "noisy_loss_mean": 0.7548266213073167
+ },
+ {
+ "train_step": 2065,
+ "loss": 0.623511503282407,
+ "clean_loss": 0.6307204360952926,
+ "noisy_loss_mean": 0.6211085256781119
+ },
+ {
+ "train_step": 2066,
+ "loss": 0.6646865196870791,
+ "clean_loss": 0.6473392529149486,
+ "noisy_loss_mean": 0.6704689419444559
+ },
+ {
+ "train_step": 2067,
+ "loss": 0.5818747759846425,
+ "clean_loss": 0.5848519807062602,
+ "noisy_loss_mean": 0.58088237441077
+ },
+ {
+ "train_step": 2068,
+ "loss": 0.7094662775248397,
+ "clean_loss": 0.7072852110779916,
+ "noisy_loss_mean": 0.7101932996737892
+ },
+ {
+ "train_step": 2069,
+ "loss": 0.5516003479883947,
+ "clean_loss": 0.5455956936445256,
+ "noisy_loss_mean": 0.5536018994363512
+ },
+ {
+ "train_step": 2070,
+ "loss": 0.5522810776820203,
+ "clean_loss": 0.5447109833468993,
+ "noisy_loss_mean": 0.554804442460394
+ },
+ {
+ "train_step": 2071,
+ "loss": 0.6261589208134648,
+ "clean_loss": 0.6202348816534838,
+ "noisy_loss_mean": 0.6281336005334585
+ },
+ {
+ "train_step": 2072,
+ "loss": 0.4987830071754852,
+ "clean_loss": 0.5099098688206863,
+ "noisy_loss_mean": 0.4950740532937515
+ },
+ {
+ "train_step": 2073,
+ "loss": 0.42416840645196113,
+ "clean_loss": 0.43111475498730817,
+ "noisy_loss_mean": 0.42185295694017877
+ },
+ {
+ "train_step": 2074,
+ "loss": 0.5832576974126906,
+ "clean_loss": 0.5924457367299696,
+ "noisy_loss_mean": 0.5801950176402643
+ },
+ {
+ "train_step": 2075,
+ "loss": 0.38899637883509863,
+ "clean_loss": 0.38325740249845897,
+ "noisy_loss_mean": 0.3909093709473119
+ },
+ {
+ "train_step": 2076,
+ "loss": 0.6198660520425568,
+ "clean_loss": 0.6242553305223749,
+ "noisy_loss_mean": 0.6184029592159508
+ },
+ {
+ "train_step": 2077,
+ "loss": 0.7322882271334854,
+ "clean_loss": 0.737306855021554,
+ "noisy_loss_mean": 0.7306153511707958
+ },
+ {
+ "train_step": 2078,
+ "loss": 0.3717763134389107,
+ "clean_loss": 0.37381163843895887,
+ "noisy_loss_mean": 0.371097871772228
+ },
+ {
+ "train_step": 2079,
+ "loss": 0.7394025532920878,
+ "clean_loss": 0.7390875022630129,
+ "noisy_loss_mean": 0.7395075703017794
+ },
+ {
+ "train_step": 2080,
+ "loss": 0.7020446387194061,
+ "clean_loss": 0.7173098454440722,
+ "noisy_loss_mean": 0.6969562364778509
+ },
+ {
+ "train_step": 2081,
+ "loss": 0.36622871638939736,
+ "clean_loss": 0.36260892279373763,
+ "noisy_loss_mean": 0.36743531425461723
+ },
+ {
+ "train_step": 2082,
+ "loss": 0.5729472879812695,
+ "clean_loss": 0.5642526103204433,
+ "noisy_loss_mean": 0.5758455138682116
+ },
+ {
+ "train_step": 2083,
+ "loss": 0.5491374755209061,
+ "clean_loss": 0.5499277806526808,
+ "noisy_loss_mean": 0.5488740404769811
+ },
+ {
+ "train_step": 2084,
+ "loss": 0.5390354971638538,
+ "clean_loss": 0.5431033414479085,
+ "noisy_loss_mean": 0.5376795490691688
+ },
+ {
+ "train_step": 2085,
+ "loss": 0.6645437419843139,
+ "clean_loss": 0.6646985540881815,
+ "noisy_loss_mean": 0.6644921379496914
+ },
+ {
+ "train_step": 2086,
+ "loss": 0.5531457137605148,
+ "clean_loss": 0.5446468921170808,
+ "noisy_loss_mean": 0.5559786543083262
+ },
+ {
+ "train_step": 2087,
+ "loss": 0.45503956480051266,
+ "clean_loss": 0.46582142324840264,
+ "noisy_loss_mean": 0.45144561198454936
+ },
+ {
+ "train_step": 2088,
+ "loss": 0.51231357936765,
+ "clean_loss": 0.5148440172530863,
+ "noisy_loss_mean": 0.5114701000725046
+ },
+ {
+ "train_step": 2089,
+ "loss": 0.5277347738733729,
+ "clean_loss": 0.5112349087216091,
+ "noisy_loss_mean": 0.5332347289239608
+ },
+ {
+ "train_step": 2090,
+ "loss": 0.6083044271609426,
+ "clean_loss": 0.6248153563669967,
+ "noisy_loss_mean": 0.6028007840922579
+ },
+ {
+ "train_step": 2091,
+ "loss": 0.5277147945175198,
+ "clean_loss": 0.5332436242988697,
+ "noisy_loss_mean": 0.5258718512570698
+ },
+ {
+ "train_step": 2092,
+ "loss": 0.6637797415395535,
+ "clean_loss": 0.6621432515599454,
+ "noisy_loss_mean": 0.664325238199423
+ },
+ {
+ "train_step": 2093,
+ "loss": 0.7522195031524141,
+ "clean_loss": 0.7584116707414668,
+ "noisy_loss_mean": 0.7501554472893966
+ },
+ {
+ "train_step": 2094,
+ "loss": 0.8437225792341354,
+ "clean_loss": 0.8459013556662115,
+ "noisy_loss_mean": 0.8429963204234433
+ },
+ {
+ "train_step": 2095,
+ "loss": 0.5947749071502112,
+ "clean_loss": 0.6093864539320529,
+ "noisy_loss_mean": 0.589904391556264
+ },
+ {
+ "train_step": 2096,
+ "loss": 0.5940503770940178,
+ "clean_loss": 0.5996073435051946,
+ "noisy_loss_mean": 0.5921980549569587
+ },
+ {
+ "train_step": 2097,
+ "loss": 0.7065368914405497,
+ "clean_loss": 0.719631437401869,
+ "noisy_loss_mean": 0.7021720427867765
+ },
+ {
+ "train_step": 2098,
+ "loss": 0.5402682038671434,
+ "clean_loss": 0.5401226455252214,
+ "noisy_loss_mean": 0.5403167233144507
+ },
+ {
+ "train_step": 2099,
+ "loss": 0.7411582492586598,
+ "clean_loss": 0.7348368021286682,
+ "noisy_loss_mean": 0.7432653983019905
+ },
+ {
+ "train_step": 2100,
+ "loss": 0.5235588610318749,
+ "clean_loss": 0.5206126685122131,
+ "noisy_loss_mean": 0.5245409252050953
+ },
+ {
+ "train_step": 2101,
+ "loss": 0.5540799003939023,
+ "clean_loss": 0.5543512526505696,
+ "noisy_loss_mean": 0.55398944964168
+ },
+ {
+ "train_step": 2102,
+ "loss": 0.6540629186583962,
+ "clean_loss": 0.6583665890043641,
+ "noisy_loss_mean": 0.6526283618764067
+ },
+ {
+ "train_step": 2103,
+ "loss": 0.6074239346425054,
+ "clean_loss": 0.6038675296300678,
+ "noisy_loss_mean": 0.6086094029799847
+ },
+ {
+ "train_step": 2104,
+ "loss": 0.3176149765882842,
+ "clean_loss": 0.3177284390461816,
+ "noisy_loss_mean": 0.317577155768985
+ },
+ {
+ "train_step": 2105,
+ "loss": 0.5605238025747485,
+ "clean_loss": 0.5504383973440925,
+ "noisy_loss_mean": 0.5638856043183006
+ },
+ {
+ "train_step": 2106,
+ "loss": 0.5777584596316796,
+ "clean_loss": 0.59847432760275,
+ "noisy_loss_mean": 0.5708531703079895
+ },
+ {
+ "train_step": 2107,
+ "loss": 0.3989836645281122,
+ "clean_loss": 0.40749833971556215,
+ "noisy_loss_mean": 0.3961454394656288
+ },
+ {
+ "train_step": 2108,
+ "loss": 0.48482297035187366,
+ "clean_loss": 0.4836003498881518,
+ "noisy_loss_mean": 0.4852305105064476
+ },
+ {
+ "train_step": 2109,
+ "loss": 0.5622651220778272,
+ "clean_loss": 0.5683387077146539,
+ "noisy_loss_mean": 0.5602405935322184
+ },
+ {
+ "train_step": 2110,
+ "loss": 0.50754217372189,
+ "clean_loss": 0.5037166766034786,
+ "noisy_loss_mean": 0.5088173394280272
+ },
+ {
+ "train_step": 2111,
+ "loss": 0.7506184186408378,
+ "clean_loss": 0.7417707104431795,
+ "noisy_loss_mean": 0.7535676547067239
+ },
+ {
+ "train_step": 2112,
+ "loss": 0.4430984019128971,
+ "clean_loss": 0.4409295029861042,
+ "noisy_loss_mean": 0.4438213682218281
+ },
+ {
+ "train_step": 2113,
+ "loss": 0.44544412758438645,
+ "clean_loss": 0.4439574513527191,
+ "noisy_loss_mean": 0.44593968632827563
+ },
+ {
+ "train_step": 2114,
+ "loss": 0.6806822690242653,
+ "clean_loss": 0.7017238983602652,
+ "noisy_loss_mean": 0.6736683925789319
+ },
+ {
+ "train_step": 2115,
+ "loss": 0.6483481406014416,
+ "clean_loss": 0.6475133470616015,
+ "noisy_loss_mean": 0.6486264051147217
+ },
+ {
+ "train_step": 2116,
+ "loss": 0.4476748698649263,
+ "clean_loss": 0.4497614949865717,
+ "noisy_loss_mean": 0.4469793281577111
+ },
+ {
+ "train_step": 2117,
+ "loss": 0.41792396049139724,
+ "clean_loss": 0.4118810010540987,
+ "noisy_loss_mean": 0.41993828030383007
+ },
+ {
+ "train_step": 2118,
+ "loss": 0.6756043154078037,
+ "clean_loss": 0.6721784958091969,
+ "noisy_loss_mean": 0.676746255274006
+ },
+ {
+ "train_step": 2119,
+ "loss": 0.5165340562004409,
+ "clean_loss": 0.5154165145810545,
+ "noisy_loss_mean": 0.5169065700735697
+ },
+ {
+ "train_step": 2120,
+ "loss": 0.43529310161486756,
+ "clean_loss": 0.4283961229310917,
+ "noisy_loss_mean": 0.4375920945094595
+ },
+ {
+ "train_step": 2121,
+ "loss": 0.5370626221156659,
+ "clean_loss": 0.5397911692511587,
+ "noisy_loss_mean": 0.5361531064038351
+ },
+ {
+ "train_step": 2122,
+ "loss": 0.3941162585629752,
+ "clean_loss": 0.38719868275746516,
+ "noisy_loss_mean": 0.3964221171648119
+ },
+ {
+ "train_step": 2123,
+ "loss": 0.7190299865859053,
+ "clean_loss": 0.7090453222435916,
+ "noisy_loss_mean": 0.7223582080333433
+ },
+ {
+ "train_step": 2124,
+ "loss": 0.4137357178194481,
+ "clean_loss": 0.4153197685304041,
+ "noisy_loss_mean": 0.4132077009157961
+ },
+ {
+ "train_step": 2125,
+ "loss": 0.6912679019126989,
+ "clean_loss": 0.6928195798612765,
+ "noisy_loss_mean": 0.6907506759298396
+ },
+ {
+ "train_step": 2126,
+ "loss": 0.3222020882860428,
+ "clean_loss": 0.30783360475841387,
+ "noisy_loss_mean": 0.3269915827952525
+ },
+ {
+ "train_step": 2127,
+ "loss": 0.6745399133612994,
+ "clean_loss": 0.6904617301721663,
+ "noisy_loss_mean": 0.6692326410910102
+ },
+ {
+ "train_step": 2128,
+ "loss": 0.680083879819747,
+ "clean_loss": 0.676295034891893,
+ "noisy_loss_mean": 0.6813468281290317
+ },
+ {
+ "train_step": 2129,
+ "loss": 0.5301170790877194,
+ "clean_loss": 0.5324482565421591,
+ "noisy_loss_mean": 0.5293400199362397
+ },
+ {
+ "train_step": 2130,
+ "loss": 0.804664977036857,
+ "clean_loss": 0.7965823801687445,
+ "noisy_loss_mean": 0.8073591759928945
+ },
+ {
+ "train_step": 2131,
+ "loss": 0.5565214347032831,
+ "clean_loss": 0.5516379432755243,
+ "noisy_loss_mean": 0.5581492651792027
+ },
+ {
+ "train_step": 2132,
+ "loss": 0.6772407145507755,
+ "clean_loss": 0.6720019185544246,
+ "noisy_loss_mean": 0.6789869798828924
+ },
+ {
+ "train_step": 2133,
+ "loss": 0.7109839806815847,
+ "clean_loss": 0.7235795321627243,
+ "noisy_loss_mean": 0.7067854635212049
+ },
+ {
+ "train_step": 2134,
+ "loss": 0.36477160522514795,
+ "clean_loss": 0.3660243356971933,
+ "noisy_loss_mean": 0.36435402840113285
+ },
+ {
+ "train_step": 2135,
+ "loss": 0.5486730008323992,
+ "clean_loss": 0.5532644978575217,
+ "noisy_loss_mean": 0.5471425018240251
+ },
+ {
+ "train_step": 2136,
+ "loss": 0.6162504895727459,
+ "clean_loss": 0.6156398104527959,
+ "noisy_loss_mean": 0.6164540492793958
+ },
+ {
+ "train_step": 2137,
+ "loss": 0.6345689196947186,
+ "clean_loss": 0.632531841986484,
+ "noisy_loss_mean": 0.6352479455974636
+ },
+ {
+ "train_step": 2138,
+ "loss": 0.5079899411800604,
+ "clean_loss": 0.5226207004297463,
+ "noisy_loss_mean": 0.5031130214301651
+ },
+ {
+ "train_step": 2139,
+ "loss": 0.6416254430672034,
+ "clean_loss": 0.6375146550519518,
+ "noisy_loss_mean": 0.6429957057389538
+ },
+ {
+ "train_step": 2140,
+ "loss": 0.7747393244101449,
+ "clean_loss": 0.7622332443361114,
+ "noisy_loss_mean": 0.7789080177681561
+ },
+ {
+ "train_step": 2141,
+ "loss": 0.4925440821890567,
+ "clean_loss": 0.4947497119269022,
+ "noisy_loss_mean": 0.49180887227644154
+ },
+ {
+ "train_step": 2142,
+ "loss": 0.7718030350604442,
+ "clean_loss": 0.769130603518159,
+ "noisy_loss_mean": 0.7726938455745392
+ },
+ {
+ "train_step": 2143,
+ "loss": 0.4757144501960358,
+ "clean_loss": 0.474597733448272,
+ "noisy_loss_mean": 0.4760866891119571
+ },
+ {
+ "train_step": 2144,
+ "loss": 0.649447908865423,
+ "clean_loss": 0.6494720664137263,
+ "noisy_loss_mean": 0.6494398563493219
+ },
+ {
+ "train_step": 2145,
+ "loss": 0.32972875074479535,
+ "clean_loss": 0.330932477155694,
+ "noisy_loss_mean": 0.3293275086078291
+ },
+ {
+ "train_step": 2146,
+ "loss": 0.6958144878431307,
+ "clean_loss": 0.6893517172914206,
+ "noisy_loss_mean": 0.6979687446937007
+ },
+ {
+ "train_step": 2147,
+ "loss": 0.7405513938806809,
+ "clean_loss": 0.7208050314433743,
+ "noisy_loss_mean": 0.7471335146931164
+ },
+ {
+ "train_step": 2148,
+ "loss": 0.5099605432803518,
+ "clean_loss": 0.5028314104045988,
+ "noisy_loss_mean": 0.5123369209056028
+ },
+ {
+ "train_step": 2149,
+ "loss": 0.539593063954135,
+ "clean_loss": 0.5299475927711899,
+ "noisy_loss_mean": 0.5428082210151167
+ },
+ {
+ "train_step": 2150,
+ "loss": 0.597538240673575,
+ "clean_loss": 0.6058794642665543,
+ "noisy_loss_mean": 0.5947578328092487
+ },
+ {
+ "train_step": 2151,
+ "loss": 0.7938614412837526,
+ "clean_loss": 0.7937573013844746,
+ "noisy_loss_mean": 0.7938961545835119
+ },
+ {
+ "train_step": 2152,
+ "loss": 0.7375616897646164,
+ "clean_loss": 0.7395163794974168,
+ "noisy_loss_mean": 0.7369101265203496
+ },
+ {
+ "train_step": 2153,
+ "loss": 0.7955362847410359,
+ "clean_loss": 0.7992192985340522,
+ "noisy_loss_mean": 0.7943086134766971
+ },
+ {
+ "train_step": 2154,
+ "loss": 0.683050377960966,
+ "clean_loss": 0.6706332247301338,
+ "noisy_loss_mean": 0.6871894290379101
+ },
+ {
+ "train_step": 2155,
+ "loss": 0.4927065726482803,
+ "clean_loss": 0.49951031923675004,
+ "noisy_loss_mean": 0.4904386571187904
+ },
+ {
+ "train_step": 2156,
+ "loss": 0.4688172593907706,
+ "clean_loss": 0.4697203460649256,
+ "noisy_loss_mean": 0.46851623049938557
+ },
+ {
+ "train_step": 2157,
+ "loss": 0.4553339851425452,
+ "clean_loss": 0.4563085702550909,
+ "noisy_loss_mean": 0.45500912343836325
+ },
+ {
+ "train_step": 2158,
+ "loss": 0.47273696423933564,
+ "clean_loss": 0.46896147861387566,
+ "noisy_loss_mean": 0.47399545944782223
+ },
+ {
+ "train_step": 2159,
+ "loss": 0.5153678144753465,
+ "clean_loss": 0.5133043903184773,
+ "noisy_loss_mean": 0.5160556225276363
+ },
+ {
+ "train_step": 2160,
+ "loss": 0.5346141516971089,
+ "clean_loss": 0.5293009867074208,
+ "noisy_loss_mean": 0.5363852066936716
+ },
+ {
+ "train_step": 2161,
+ "loss": 0.6021112735560348,
+ "clean_loss": 0.5689456559671895,
+ "noisy_loss_mean": 0.6131664794189832
+ },
+ {
+ "train_step": 2162,
+ "loss": 0.5554969945500356,
+ "clean_loss": 0.5528123754720743,
+ "noisy_loss_mean": 0.5563918675760227
+ },
+ {
+ "train_step": 2163,
+ "loss": 0.7534903946678169,
+ "clean_loss": 0.7452564846170677,
+ "noisy_loss_mean": 0.7562350313513999
+ },
+ {
+ "train_step": 2164,
+ "loss": 0.567226107555806,
+ "clean_loss": 0.5601949097762823,
+ "noisy_loss_mean": 0.5695698401489807
+ },
+ {
+ "train_step": 2165,
+ "loss": 0.738195471656797,
+ "clean_loss": 0.7426914558322986,
+ "noisy_loss_mean": 0.7366968102649633
+ },
+ {
+ "train_step": 2166,
+ "loss": 0.6645705856094704,
+ "clean_loss": 0.6548821017686752,
+ "noisy_loss_mean": 0.6678000802230688
+ },
+ {
+ "train_step": 2167,
+ "loss": 0.5056300363825605,
+ "clean_loss": 0.5065918118875002,
+ "noisy_loss_mean": 0.5053094445475806
+ },
+ {
+ "train_step": 2168,
+ "loss": 0.44779695653047735,
+ "clean_loss": 0.4401378601031839,
+ "noisy_loss_mean": 0.4503499886729085
+ },
+ {
+ "train_step": 2169,
+ "loss": 0.5949991636831127,
+ "clean_loss": 0.5953579990636914,
+ "noisy_loss_mean": 0.5948795518895864
+ },
+ {
+ "train_step": 2170,
+ "loss": 0.4939485224427138,
+ "clean_loss": 0.4892695707722514,
+ "noisy_loss_mean": 0.4955081729995346
+ },
+ {
+ "train_step": 2171,
+ "loss": 0.5858691358570682,
+ "clean_loss": 0.5919673991024572,
+ "noisy_loss_mean": 0.5838363814419386
+ },
+ {
+ "train_step": 2172,
+ "loss": 0.5209220815449391,
+ "clean_loss": 0.5235471230851049,
+ "noisy_loss_mean": 0.5200470676982173
+ },
+ {
+ "train_step": 2173,
+ "loss": 0.6956209926094334,
+ "clean_loss": 0.6840631582450089,
+ "noisy_loss_mean": 0.6994736040642416
+ },
+ {
+ "train_step": 2174,
+ "loss": 0.6063961867157264,
+ "clean_loss": 0.6007138610450582,
+ "noisy_loss_mean": 0.6082902952726158
+ },
+ {
+ "train_step": 2175,
+ "loss": 0.6073854922843442,
+ "clean_loss": 0.6039361788938004,
+ "noisy_loss_mean": 0.6085352634145256
+ },
+ {
+ "train_step": 2176,
+ "loss": 0.5536036638883726,
+ "clean_loss": 0.5578615544562654,
+ "noisy_loss_mean": 0.5521843670324081
+ },
+ {
+ "train_step": 2177,
+ "loss": 0.44420353264487833,
+ "clean_loss": 0.4425538221987183,
+ "noisy_loss_mean": 0.4447534361269317
+ },
+ {
+ "train_step": 2178,
+ "loss": 0.3637984507842881,
+ "clean_loss": 0.37153237691328433,
+ "noisy_loss_mean": 0.361220475407956
+ },
+ {
+ "train_step": 2179,
+ "loss": 0.6525231340922554,
+ "clean_loss": 0.6550686743121189,
+ "noisy_loss_mean": 0.6516746206856342
+ },
+ {
+ "train_step": 2180,
+ "loss": 0.6726098001516809,
+ "clean_loss": 0.6508484119880228,
+ "noisy_loss_mean": 0.6798635962062335
+ },
+ {
+ "train_step": 2181,
+ "loss": 0.5327684398834828,
+ "clean_loss": 0.5458916420664868,
+ "noisy_loss_mean": 0.5283940391558147
+ },
+ {
+ "train_step": 2182,
+ "loss": 0.4424727401445031,
+ "clean_loss": 0.44309211065381704,
+ "noisy_loss_mean": 0.4422662833080651
+ },
+ {
+ "train_step": 2183,
+ "loss": 0.5314348217282472,
+ "clean_loss": 0.5308399720867296,
+ "noisy_loss_mean": 0.5316331049420864
+ },
+ {
+ "train_step": 2184,
+ "loss": 0.6637512674241117,
+ "clean_loss": 0.6371817883620532,
+ "noisy_loss_mean": 0.6726077604447979
+ },
+ {
+ "train_step": 2185,
+ "loss": 0.4439439306000519,
+ "clean_loss": 0.4473624301208097,
+ "noisy_loss_mean": 0.4428044307597992
+ },
+ {
+ "train_step": 2186,
+ "loss": 0.6494960151007931,
+ "clean_loss": 0.6544374487482192,
+ "noisy_loss_mean": 0.6478488705516511
+ },
+ {
+ "train_step": 2187,
+ "loss": 0.8145625319335712,
+ "clean_loss": 0.8294110326396478,
+ "noisy_loss_mean": 0.8096130316982123
+ },
+ {
+ "train_step": 2188,
+ "loss": 0.637249531416124,
+ "clean_loss": 0.6351637823504321,
+ "noisy_loss_mean": 0.6379447811046878
+ },
+ {
+ "train_step": 2189,
+ "loss": 0.6379769321831337,
+ "clean_loss": 0.6353017883392698,
+ "noisy_loss_mean": 0.6388686467977548
+ },
+ {
+ "train_step": 2190,
+ "loss": 0.8206210985901766,
+ "clean_loss": 0.8110976137121123,
+ "noisy_loss_mean": 0.8237955935495315
+ },
+ {
+ "train_step": 2191,
+ "loss": 0.600784957368683,
+ "clean_loss": 0.5805760126067347,
+ "noisy_loss_mean": 0.6075212722893323
+ },
+ {
+ "train_step": 2192,
+ "loss": 0.41908193432984797,
+ "clean_loss": 0.42661612581812003,
+ "noisy_loss_mean": 0.4165705371670905
+ },
+ {
+ "train_step": 2193,
+ "loss": 0.5546571166858314,
+ "clean_loss": 0.5594265280010744,
+ "noisy_loss_mean": 0.5530673129140838
+ },
+ {
+ "train_step": 2194,
+ "loss": 0.410594660631956,
+ "clean_loss": 0.40684230702425556,
+ "noisy_loss_mean": 0.41184544516785615
+ },
+ {
+ "train_step": 2195,
+ "loss": 0.6729240357945571,
+ "clean_loss": 0.669003896017096,
+ "noisy_loss_mean": 0.6742307490537107
+ },
+ {
+ "train_step": 2196,
+ "loss": 0.6023012811893892,
+ "clean_loss": 0.6168304775692887,
+ "noisy_loss_mean": 0.5974582157294228
+ },
+ {
+ "train_step": 2197,
+ "loss": 0.4942633575831749,
+ "clean_loss": 0.4912107358630443,
+ "noisy_loss_mean": 0.4952808981565518
+ },
+ {
+ "train_step": 2198,
+ "loss": 0.32927307346624063,
+ "clean_loss": 0.33260982546224716,
+ "noisy_loss_mean": 0.3281608228009051
+ },
+ {
+ "train_step": 2199,
+ "loss": 0.4396183578153714,
+ "clean_loss": 0.42792230264495984,
+ "noisy_loss_mean": 0.4435170428721753
+ },
+ {
+ "train_step": 2200,
+ "loss": 0.42247927630323356,
+ "clean_loss": 0.42036108853527654,
+ "noisy_loss_mean": 0.42318533889255255
+ },
+ {
+ "train_step": 2201,
+ "loss": 0.6525784357073652,
+ "clean_loss": 0.6650937039169026,
+ "noisy_loss_mean": 0.6484066796375193
+ },
+ {
+ "train_step": 2202,
+ "loss": 0.7668791458482624,
+ "clean_loss": 0.7563297030578552,
+ "noisy_loss_mean": 0.7703956267783981
+ },
+ {
+ "train_step": 2203,
+ "loss": 0.7404615688876307,
+ "clean_loss": 0.7204885725545337,
+ "noisy_loss_mean": 0.7471192343319965
+ },
+ {
+ "train_step": 2204,
+ "loss": 0.33699973172532527,
+ "clean_loss": 0.3388303807727609,
+ "noisy_loss_mean": 0.33638951537618006
+ },
+ {
+ "train_step": 2205,
+ "loss": 0.5652339822730239,
+ "clean_loss": 0.5679593935176594,
+ "noisy_loss_mean": 0.5643255118581455
+ },
+ {
+ "train_step": 2206,
+ "loss": 0.4254945484797714,
+ "clean_loss": 0.4274943874966258,
+ "noisy_loss_mean": 0.42482793547415326
+ },
+ {
+ "train_step": 2207,
+ "loss": 0.43467434289665724,
+ "clean_loss": 0.4416877300198476,
+ "noisy_loss_mean": 0.4323365471889271
+ },
+ {
+ "train_step": 2208,
+ "loss": 0.7540202754877973,
+ "clean_loss": 0.7420646534265303,
+ "noisy_loss_mean": 0.7580054828415529
+ },
+ {
+ "train_step": 2209,
+ "loss": 0.4753157207252964,
+ "clean_loss": 0.4652248440676561,
+ "noisy_loss_mean": 0.4786793462778432
+ },
+ {
+ "train_step": 2210,
+ "loss": 0.503970260200677,
+ "clean_loss": 0.49549098909840184,
+ "noisy_loss_mean": 0.5067966839014354
+ },
+ {
+ "train_step": 2211,
+ "loss": 0.55914072564992,
+ "clean_loss": 0.5475235796861421,
+ "noisy_loss_mean": 0.563013107637846
+ },
+ {
+ "train_step": 2212,
+ "loss": 0.5695621417068653,
+ "clean_loss": 0.5706053082825744,
+ "noisy_loss_mean": 0.5692144195149623
+ },
+ {
+ "train_step": 2213,
+ "loss": 0.6123584694953756,
+ "clean_loss": 0.617974967074135,
+ "noisy_loss_mean": 0.6104863036357893
+ },
+ {
+ "train_step": 2214,
+ "loss": 0.7238723385492857,
+ "clean_loss": 0.7110189329128375,
+ "noisy_loss_mean": 0.7281568070947685
+ },
+ {
+ "train_step": 2215,
+ "loss": 0.6643836274749749,
+ "clean_loss": 0.6596094699293206,
+ "noisy_loss_mean": 0.6659750133235264
+ },
+ {
+ "train_step": 2216,
+ "loss": 0.6867709664847644,
+ "clean_loss": 0.6950600334988957,
+ "noisy_loss_mean": 0.6840079441467207
+ },
+ {
+ "train_step": 2217,
+ "loss": 0.3363666810261217,
+ "clean_loss": 0.3351144435265285,
+ "noisy_loss_mean": 0.3367840935259861
+ },
+ {
+ "train_step": 2218,
+ "loss": 0.5843224295762692,
+ "clean_loss": 0.5918708566856292,
+ "noisy_loss_mean": 0.5818062872064825
+ },
+ {
+ "train_step": 2219,
+ "loss": 0.8625558108765414,
+ "clean_loss": 0.8328009541459767,
+ "noisy_loss_mean": 0.8724740964533962
+ },
+ {
+ "train_step": 2220,
+ "loss": 0.6546784276252963,
+ "clean_loss": 0.639469136233583,
+ "noisy_loss_mean": 0.6597481914225339
+ },
+ {
+ "train_step": 2221,
+ "loss": 0.6422499266695407,
+ "clean_loss": 0.6491146573765962,
+ "noisy_loss_mean": 0.6399616831005223
+ },
+ {
+ "train_step": 2222,
+ "loss": 0.7073087292651947,
+ "clean_loss": 0.7034704218588779,
+ "noisy_loss_mean": 0.7085881650673005
+ },
+ {
+ "train_step": 2223,
+ "loss": 0.800593140385496,
+ "clean_loss": 0.7864648471427671,
+ "noisy_loss_mean": 0.8053025714664056
+ },
+ {
+ "train_step": 2224,
+ "loss": 0.4505922110458882,
+ "clean_loss": 0.45256886313727274,
+ "noisy_loss_mean": 0.44993332701542665
+ },
+ {
+ "train_step": 2225,
+ "loss": 0.5126715463938862,
+ "clean_loss": 0.5116196355533634,
+ "noisy_loss_mean": 0.5130221833407272
+ },
+ {
+ "train_step": 2226,
+ "loss": 0.557216419781607,
+ "clean_loss": 0.5448765415761526,
+ "noisy_loss_mean": 0.5613297125167586
+ },
+ {
+ "train_step": 2227,
+ "loss": 0.5598521573031717,
+ "clean_loss": 0.5651855297034196,
+ "noisy_loss_mean": 0.5580743665030891
+ },
+ {
+ "train_step": 2228,
+ "loss": 0.5292200758587589,
+ "clean_loss": 0.5250213664172545,
+ "noisy_loss_mean": 0.5306196456725937
+ },
+ {
+ "train_step": 2229,
+ "loss": 0.41176603823558494,
+ "clean_loss": 0.41201916585697307,
+ "noisy_loss_mean": 0.4116816623617889
+ },
+ {
+ "train_step": 2230,
+ "loss": 0.5180037096081033,
+ "clean_loss": 0.5141107646078261,
+ "noisy_loss_mean": 0.5193013579415289
+ },
+ {
+ "train_step": 2231,
+ "loss": 0.5179212160585629,
+ "clean_loss": 0.49852719477762253,
+ "noisy_loss_mean": 0.5243858898188765
+ },
+ {
+ "train_step": 2232,
+ "loss": 0.7208050262658203,
+ "clean_loss": 0.7322502455034016,
+ "noisy_loss_mean": 0.7169899531866265
+ },
+ {
+ "train_step": 2233,
+ "loss": 0.6708427126535536,
+ "clean_loss": 0.6659766786594271,
+ "noisy_loss_mean": 0.6724647239849291
+ },
+ {
+ "train_step": 2234,
+ "loss": 0.5681293572168884,
+ "clean_loss": 0.5656338314115701,
+ "noisy_loss_mean": 0.5689611991519944
+ },
+ {
+ "train_step": 2235,
+ "loss": 0.4742538420119621,
+ "clean_loss": 0.4895990051473005,
+ "noisy_loss_mean": 0.46913878763351596
+ },
+ {
+ "train_step": 2236,
+ "loss": 0.5663026354936919,
+ "clean_loss": 0.562662644625704,
+ "noisy_loss_mean": 0.5675159657830212
+ },
+ {
+ "train_step": 2237,
+ "loss": 0.46778579791471286,
+ "clean_loss": 0.45868326537845816,
+ "noisy_loss_mean": 0.4708199754267978
+ },
+ {
+ "train_step": 2238,
+ "loss": 0.35886076958664354,
+ "clean_loss": 0.3552826755167862,
+ "noisy_loss_mean": 0.36005346760992923
+ },
+ {
+ "train_step": 2239,
+ "loss": 0.7002352932428224,
+ "clean_loss": 0.7006326802021585,
+ "noisy_loss_mean": 0.7001028309230438
+ },
+ {
+ "train_step": 2240,
+ "loss": 0.4549000300860021,
+ "clean_loss": 0.4671113053110342,
+ "noisy_loss_mean": 0.45082960501099145
+ },
+ {
+ "train_step": 2241,
+ "loss": 0.6218701931144196,
+ "clean_loss": 0.6292121426145791,
+ "noisy_loss_mean": 0.6194228766143665
+ },
+ {
+ "train_step": 2242,
+ "loss": 0.5256854990110331,
+ "clean_loss": 0.5346860593937216,
+ "noisy_loss_mean": 0.5226853122168037
+ },
+ {
+ "train_step": 2243,
+ "loss": 0.5430349506075953,
+ "clean_loss": 0.5462759253989592,
+ "noisy_loss_mean": 0.5419546256771407
+ },
+ {
+ "train_step": 2244,
+ "loss": 0.7227357619200713,
+ "clean_loss": 0.7318565095827808,
+ "noisy_loss_mean": 0.7196955126991682
+ },
+ {
+ "train_step": 2245,
+ "loss": 0.769645409867672,
+ "clean_loss": 0.7490596907240583,
+ "noisy_loss_mean": 0.7765073162488766
+ },
+ {
+ "train_step": 2246,
+ "loss": 0.8087441563482551,
+ "clean_loss": 0.8008788158436233,
+ "noisy_loss_mean": 0.8113659365164657
+ },
+ {
+ "train_step": 2247,
+ "loss": 0.45781285841906616,
+ "clean_loss": 0.4519851646955318,
+ "noisy_loss_mean": 0.4597554229935776
+ },
+ {
+ "train_step": 2248,
+ "loss": 0.585396727239323,
+ "clean_loss": 0.5740587475585541,
+ "noisy_loss_mean": 0.5891760537995793
+ },
+ {
+ "train_step": 2249,
+ "loss": 0.44342009870104926,
+ "clean_loss": 0.4386774904440583,
+ "noisy_loss_mean": 0.44500096812004625
+ },
+ {
+ "train_step": 2250,
+ "loss": 0.9055978551836812,
+ "clean_loss": 0.9042913490191966,
+ "noisy_loss_mean": 0.9060333572385093
+ },
+ {
+ "train_step": 2251,
+ "loss": 0.538367757743921,
+ "clean_loss": 0.5380510895502891,
+ "noisy_loss_mean": 0.5384733138084649
+ },
+ {
+ "train_step": 2252,
+ "loss": 0.5567251941701772,
+ "clean_loss": 0.5607133974398681,
+ "noisy_loss_mean": 0.5553957930802803
+ },
+ {
+ "train_step": 2253,
+ "loss": 0.6722745691093137,
+ "clean_loss": 0.6770188664708069,
+ "noisy_loss_mean": 0.6706931366554826
+ },
+ {
+ "train_step": 2254,
+ "loss": 0.6610642816901792,
+ "clean_loss": 0.6597256067435824,
+ "noisy_loss_mean": 0.6615105066723781
+ },
+ {
+ "train_step": 2255,
+ "loss": 0.5810067410639829,
+ "clean_loss": 0.583295269997625,
+ "noisy_loss_mean": 0.5802438980861021
+ },
+ {
+ "train_step": 2256,
+ "loss": 0.4696600585356365,
+ "clean_loss": 0.47367943512283006,
+ "noisy_loss_mean": 0.46832026633990537
+ },
+ {
+ "train_step": 2257,
+ "loss": 0.40275034371321006,
+ "clean_loss": 0.39413320829188553,
+ "noisy_loss_mean": 0.40562272218698486
+ },
+ {
+ "train_step": 2258,
+ "loss": 0.5434306740131507,
+ "clean_loss": 0.5542032561013833,
+ "noisy_loss_mean": 0.5398398133170731
+ },
+ {
+ "train_step": 2259,
+ "loss": 0.5239746304526911,
+ "clean_loss": 0.5405469151660587,
+ "noisy_loss_mean": 0.5184505355482353
+ },
+ {
+ "train_step": 2260,
+ "loss": 0.3607999754909254,
+ "clean_loss": 0.3635348755376957,
+ "noisy_loss_mean": 0.359888342142002
+ },
+ {
+ "train_step": 2261,
+ "loss": 0.42115042294020727,
+ "clean_loss": 0.4153403898767841,
+ "noisy_loss_mean": 0.423087100628015
+ },
+ {
+ "train_step": 2262,
+ "loss": 0.47889384401623825,
+ "clean_loss": 0.4721897639790245,
+ "noisy_loss_mean": 0.4811285373619762
+ },
+ {
+ "train_step": 2263,
+ "loss": 0.40016209613770237,
+ "clean_loss": 0.4077121204443552,
+ "noisy_loss_mean": 0.3976454213688181
+ },
+ {
+ "train_step": 2264,
+ "loss": 0.7167556812153791,
+ "clean_loss": 0.7152582968593554,
+ "noisy_loss_mean": 0.7172548093340537
+ },
+ {
+ "train_step": 2265,
+ "loss": 0.5131598792331943,
+ "clean_loss": 0.5069348449053636,
+ "noisy_loss_mean": 0.5152348906758045
+ },
+ {
+ "train_step": 2266,
+ "loss": 0.36830808430394274,
+ "clean_loss": 0.3652310838938636,
+ "noisy_loss_mean": 0.36933375110730243
+ },
+ {
+ "train_step": 2267,
+ "loss": 0.4779651239873792,
+ "clean_loss": 0.47272957337720317,
+ "noisy_loss_mean": 0.47971030752410454
+ },
+ {
+ "train_step": 2268,
+ "loss": 0.5688035870710773,
+ "clean_loss": 0.5669829409197447,
+ "noisy_loss_mean": 0.5694104691215215
+ },
+ {
+ "train_step": 2269,
+ "loss": 0.4640524361101884,
+ "clean_loss": 0.4603947339104204,
+ "noisy_loss_mean": 0.4652716701767778
+ },
+ {
+ "train_step": 2270,
+ "loss": 0.5444762085725907,
+ "clean_loss": 0.5545728751177688,
+ "noisy_loss_mean": 0.5411106530575314
+ },
+ {
+ "train_step": 2271,
+ "loss": 0.5724427930095662,
+ "clean_loss": 0.5702639310429278,
+ "noisy_loss_mean": 0.573169080331779
+ },
+ {
+ "train_step": 2272,
+ "loss": 0.6326155054481883,
+ "clean_loss": 0.637485111029866,
+ "noisy_loss_mean": 0.6309923035876291
+ },
+ {
+ "train_step": 2273,
+ "loss": 0.8208200542709647,
+ "clean_loss": 0.8272984698110711,
+ "noisy_loss_mean": 0.8186605824242625
+ },
+ {
+ "train_step": 2274,
+ "loss": 0.5174682313127632,
+ "clean_loss": 0.5247459982565811,
+ "noisy_loss_mean": 0.5150423089981572
+ },
+ {
+ "train_step": 2275,
+ "loss": 0.4732587419889743,
+ "clean_loss": 0.46542896225876834,
+ "noisy_loss_mean": 0.4758686685657096
+ },
+ {
+ "train_step": 2276,
+ "loss": 0.5977246304492574,
+ "clean_loss": 0.591067812980656,
+ "noisy_loss_mean": 0.5999435696054579
+ },
+ {
+ "train_step": 2277,
+ "loss": 0.5930403566472904,
+ "clean_loss": 0.6024639462478125,
+ "noisy_loss_mean": 0.589899160113783
+ },
+ {
+ "train_step": 2278,
+ "loss": 0.6936707071098838,
+ "clean_loss": 0.7013076695167426,
+ "noisy_loss_mean": 0.6911250529742642
+ },
+ {
+ "train_step": 2279,
+ "loss": 0.7696440306978407,
+ "clean_loss": 0.7639217083681035,
+ "noisy_loss_mean": 0.7715514714744197
+ },
+ {
+ "train_step": 2280,
+ "loss": 0.5693383081086987,
+ "clean_loss": 0.5650107817952784,
+ "noisy_loss_mean": 0.5707808168798388
+ },
+ {
+ "train_step": 2281,
+ "loss": 0.4157685922619705,
+ "clean_loss": 0.42467535208970075,
+ "noisy_loss_mean": 0.4127996723193937
+ },
+ {
+ "train_step": 2282,
+ "loss": 0.7264726616079598,
+ "clean_loss": 0.7291496666326331,
+ "noisy_loss_mean": 0.7255803265997351
+ },
+ {
+ "train_step": 2283,
+ "loss": 0.47524302543700336,
+ "clean_loss": 0.4581495587909863,
+ "noisy_loss_mean": 0.48094084765234246
+ },
+ {
+ "train_step": 2284,
+ "loss": 0.5216077815503326,
+ "clean_loss": 0.5116779272818803,
+ "noisy_loss_mean": 0.52491773297315
+ },
+ {
+ "train_step": 2285,
+ "loss": 0.4951616485977276,
+ "clean_loss": 0.49493380076932864,
+ "noisy_loss_mean": 0.49523759787386057
+ },
+ {
+ "train_step": 2286,
+ "loss": 0.5712751581105592,
+ "clean_loss": 0.573215843012152,
+ "noisy_loss_mean": 0.5706282631433616
+ },
+ {
+ "train_step": 2287,
+ "loss": 0.5841712841392883,
+ "clean_loss": 0.5917988830686909,
+ "noisy_loss_mean": 0.5816287511628208
+ },
+ {
+ "train_step": 2288,
+ "loss": 0.5157112920762902,
+ "clean_loss": 0.4975240582212114,
+ "noisy_loss_mean": 0.5217737033613165
+ },
+ {
+ "train_step": 2289,
+ "loss": 0.5301472507433336,
+ "clean_loss": 0.5313187478719001,
+ "noisy_loss_mean": 0.5297567517004782
+ },
+ {
+ "train_step": 2290,
+ "loss": 0.5961090005048308,
+ "clean_loss": 0.5926012588654982,
+ "noisy_loss_mean": 0.5972782477179416
+ },
+ {
+ "train_step": 2291,
+ "loss": 0.40458797314265976,
+ "clean_loss": 0.3958854208059952,
+ "noisy_loss_mean": 0.40748882392154795
+ },
+ {
+ "train_step": 2292,
+ "loss": 0.7179534480579333,
+ "clean_loss": 0.7125387903578194,
+ "noisy_loss_mean": 0.7197583339579712
+ },
+ {
+ "train_step": 2293,
+ "loss": 0.6411974334895632,
+ "clean_loss": 0.6458645145645793,
+ "noisy_loss_mean": 0.6396417397978912
+ },
+ {
+ "train_step": 2294,
+ "loss": 0.49348146412271143,
+ "clean_loss": 0.47050810250733527,
+ "noisy_loss_mean": 0.5011392513278368
+ },
+ {
+ "train_step": 2295,
+ "loss": 0.394366464069006,
+ "clean_loss": 0.3964557897838781,
+ "noisy_loss_mean": 0.3936700221640486
+ },
+ {
+ "train_step": 2296,
+ "loss": 0.5269585448484084,
+ "clean_loss": 0.5331683826356022,
+ "noisy_loss_mean": 0.5248885989193437
+ },
+ {
+ "train_step": 2297,
+ "loss": 0.7294374443871222,
+ "clean_loss": 0.7182492580108623,
+ "noisy_loss_mean": 0.7331668398458756
+ },
+ {
+ "train_step": 2298,
+ "loss": 0.5627106212620259,
+ "clean_loss": 0.5685770758037767,
+ "noisy_loss_mean": 0.5607551364147755
+ },
+ {
+ "train_step": 2299,
+ "loss": 0.4110262891699163,
+ "clean_loss": 0.4143773016449982,
+ "noisy_loss_mean": 0.4099092850115557
+ },
+ {
+ "train_step": 2300,
+ "loss": 0.5503070062301809,
+ "clean_loss": 0.5454582943832582,
+ "noisy_loss_mean": 0.5519232435124884
+ },
+ {
+ "train_step": 2301,
+ "loss": 0.5954478971107453,
+ "clean_loss": 0.5932921247521181,
+ "noisy_loss_mean": 0.5961664878969544
+ },
+ {
+ "train_step": 2302,
+ "loss": 0.6420079883674243,
+ "clean_loss": 0.6388701049896504,
+ "noisy_loss_mean": 0.6430539494933489
+ },
+ {
+ "train_step": 2303,
+ "loss": 0.4642981320416042,
+ "clean_loss": 0.46741082428740205,
+ "noisy_loss_mean": 0.4632605679596716
+ },
+ {
+ "train_step": 2304,
+ "loss": 0.6067796959698386,
+ "clean_loss": 0.5983767491302688,
+ "noisy_loss_mean": 0.6095806782496952
+ },
+ {
+ "train_step": 2305,
+ "loss": 0.5846406494043437,
+ "clean_loss": 0.5793075641258412,
+ "noisy_loss_mean": 0.5864183444971779
+ },
+ {
+ "train_step": 2306,
+ "loss": 0.3715774421708372,
+ "clean_loss": 0.3671698013645292,
+ "noisy_loss_mean": 0.37304665577293994
+ },
+ {
+ "train_step": 2307,
+ "loss": 0.504187095993789,
+ "clean_loss": 0.5055424680611675,
+ "noisy_loss_mean": 0.5037353053046627
+ },
+ {
+ "train_step": 2308,
+ "loss": 0.6496853756096901,
+ "clean_loss": 0.6632198681282025,
+ "noisy_loss_mean": 0.6451738781035193
+ },
+ {
+ "train_step": 2309,
+ "loss": 0.49899339169733176,
+ "clean_loss": 0.49435963453853937,
+ "noisy_loss_mean": 0.5005379774169293
+ },
+ {
+ "train_step": 2310,
+ "loss": 0.4105903090092237,
+ "clean_loss": 0.4129026383879827,
+ "noisy_loss_mean": 0.40981953254963743
+ },
+ {
+ "train_step": 2311,
+ "loss": 0.7107266212571273,
+ "clean_loss": 0.7074002773230709,
+ "noisy_loss_mean": 0.7118354025684793
+ },
+ {
+ "train_step": 2312,
+ "loss": 0.538895380111269,
+ "clean_loss": 0.5302779856342216,
+ "noisy_loss_mean": 0.5417678449369515
+ },
+ {
+ "train_step": 2313,
+ "loss": 0.5157019272281975,
+ "clean_loss": 0.5262788106089575,
+ "noisy_loss_mean": 0.512176299434611
+ },
+ {
+ "train_step": 2314,
+ "loss": 0.6953462661989023,
+ "clean_loss": 0.7236613481195187,
+ "noisy_loss_mean": 0.6859079055586967
+ },
+ {
+ "train_step": 2315,
+ "loss": 0.6854438825765625,
+ "clean_loss": 0.6738256228004911,
+ "noisy_loss_mean": 0.689316635835253
+ },
+ {
+ "train_step": 2316,
+ "loss": 0.7693085807861166,
+ "clean_loss": 0.7691409216949497,
+ "noisy_loss_mean": 0.7693644671498389
+ },
+ {
+ "train_step": 2317,
+ "loss": 0.6064981284099333,
+ "clean_loss": 0.6082929550429608,
+ "noisy_loss_mean": 0.6058998528655907
+ },
+ {
+ "train_step": 2318,
+ "loss": 0.686749647709882,
+ "clean_loss": 0.6889395669956264,
+ "noisy_loss_mean": 0.686019674614634
+ },
+ {
+ "train_step": 2319,
+ "loss": 0.5206060560238028,
+ "clean_loss": 0.5226716336575123,
+ "noisy_loss_mean": 0.5199175301458996
+ },
+ {
+ "train_step": 2320,
+ "loss": 0.6058919651613182,
+ "clean_loss": 0.5931035558384429,
+ "noisy_loss_mean": 0.6101547682689433
+ },
+ {
+ "train_step": 2321,
+ "loss": 0.7075137975480157,
+ "clean_loss": 0.709209000046319,
+ "noisy_loss_mean": 0.7069487300485813
+ },
+ {
+ "train_step": 2322,
+ "loss": 0.42529815194175136,
+ "clean_loss": 0.406587091865671,
+ "noisy_loss_mean": 0.43153517196711144
+ },
+ {
+ "train_step": 2323,
+ "loss": 0.6105928678079595,
+ "clean_loss": 0.6122982930140324,
+ "noisy_loss_mean": 0.6100243927392687
+ },
+ {
+ "train_step": 2324,
+ "loss": 0.6263309642114192,
+ "clean_loss": 0.6205069176582744,
+ "noisy_loss_mean": 0.6282723130624674
+ },
+ {
+ "train_step": 2325,
+ "loss": 0.5215602033259967,
+ "clean_loss": 0.5177579757148318,
+ "noisy_loss_mean": 0.5228276125297183
+ },
+ {
+ "train_step": 2326,
+ "loss": 0.4648641759300597,
+ "clean_loss": 0.46179560726040025,
+ "noisy_loss_mean": 0.4658870321532795
+ },
+ {
+ "train_step": 2327,
+ "loss": 0.6038094222095133,
+ "clean_loss": 0.6160618874596228,
+ "noisy_loss_mean": 0.5997252671261435
+ },
+ {
+ "train_step": 2328,
+ "loss": 0.508335931330108,
+ "clean_loss": 0.5155147541398301,
+ "noisy_loss_mean": 0.505942990393534
+ },
+ {
+ "train_step": 2329,
+ "loss": 0.6502496417950097,
+ "clean_loss": 0.6582441136503507,
+ "noisy_loss_mean": 0.6475848178432293
+ },
+ {
+ "train_step": 2330,
+ "loss": 0.5948953059349154,
+ "clean_loss": 0.5991074095255169,
+ "noisy_loss_mean": 0.593491271404715
+ },
+ {
+ "train_step": 2331,
+ "loss": 0.6348987022722675,
+ "clean_loss": 0.6354609601655108,
+ "noisy_loss_mean": 0.6347112829745197
+ },
+ {
+ "train_step": 2332,
+ "loss": 0.4695449113012007,
+ "clean_loss": 0.47636466952374035,
+ "noisy_loss_mean": 0.4672716585603542
+ },
+ {
+ "train_step": 2333,
+ "loss": 0.6348488323011019,
+ "clean_loss": 0.6187443666083114,
+ "noisy_loss_mean": 0.6402169875320322
+ },
+ {
+ "train_step": 2334,
+ "loss": 0.4342688921914588,
+ "clean_loss": 0.4379170277232709,
+ "noisy_loss_mean": 0.4330528470141881
+ },
+ {
+ "train_step": 2335,
+ "loss": 0.7472651645092399,
+ "clean_loss": 0.7338467950990223,
+ "noisy_loss_mean": 0.7517379543126458
+ },
+ {
+ "train_step": 2336,
+ "loss": 0.5691789605171073,
+ "clean_loss": 0.5715884344239794,
+ "noisy_loss_mean": 0.5683758025481499
+ },
+ {
+ "train_step": 2337,
+ "loss": 0.5306869094529796,
+ "clean_loss": 0.5251302093587673,
+ "noisy_loss_mean": 0.5325391428177171
+ },
+ {
+ "train_step": 2338,
+ "loss": 0.7261083093767741,
+ "clean_loss": 0.737167326285852,
+ "noisy_loss_mean": 0.7224219704070814
+ },
+ {
+ "train_step": 2339,
+ "loss": 0.4049405571505268,
+ "clean_loss": 0.4009237621795103,
+ "noisy_loss_mean": 0.4062794888075323
+ },
+ {
+ "train_step": 2340,
+ "loss": 0.42343540828361015,
+ "clean_loss": 0.41736396854672964,
+ "noisy_loss_mean": 0.42545922152923693
+ },
+ {
+ "train_step": 2341,
+ "loss": 0.599542548793554,
+ "clean_loss": 0.6050013007767931,
+ "noisy_loss_mean": 0.5977229647991409
+ },
+ {
+ "train_step": 2342,
+ "loss": 0.4603133178984663,
+ "clean_loss": 0.462294003527197,
+ "noisy_loss_mean": 0.4596530893555561
+ },
+ {
+ "train_step": 2343,
+ "loss": 0.43516829629029063,
+ "clean_loss": 0.43524713919749297,
+ "noisy_loss_mean": 0.43514201532122315
+ },
+ {
+ "train_step": 2344,
+ "loss": 0.6091076122019551,
+ "clean_loss": 0.5964350788154614,
+ "noisy_loss_mean": 0.613331789997453
+ },
+ {
+ "train_step": 2345,
+ "loss": 0.5191775660608884,
+ "clean_loss": 0.5292710822142673,
+ "noisy_loss_mean": 0.5158130606764287
+ },
+ {
+ "train_step": 2346,
+ "loss": 0.6179802014908348,
+ "clean_loss": 0.6073207523473955,
+ "noisy_loss_mean": 0.6215333512053145
+ },
+ {
+ "train_step": 2347,
+ "loss": 0.658968896421068,
+ "clean_loss": 0.6587012288779037,
+ "noisy_loss_mean": 0.6590581189354563
+ },
+ {
+ "train_step": 2348,
+ "loss": 0.35293128862747825,
+ "clean_loss": 0.34966346894866235,
+ "noisy_loss_mean": 0.3540205618537502
+ },
+ {
+ "train_step": 2349,
+ "loss": 0.6664705711175274,
+ "clean_loss": 0.6601734373214706,
+ "noisy_loss_mean": 0.668569615716213
+ },
+ {
+ "train_step": 2350,
+ "loss": 0.42157434055368775,
+ "clean_loss": 0.42030687239717424,
+ "noisy_loss_mean": 0.42199682993919224
+ },
+ {
+ "train_step": 2351,
+ "loss": 0.473216660834887,
+ "clean_loss": 0.46740030643353825,
+ "noisy_loss_mean": 0.4751554456353366
+ },
+ {
+ "train_step": 2352,
+ "loss": 0.784994684714343,
+ "clean_loss": 0.7939775276217845,
+ "noisy_loss_mean": 0.7820004037451956
+ },
+ {
+ "train_step": 2353,
+ "loss": 0.5339928696408773,
+ "clean_loss": 0.5417970459543766,
+ "noisy_loss_mean": 0.5313914775363776
+ },
+ {
+ "train_step": 2354,
+ "loss": 0.69715654593498,
+ "clean_loss": 0.6996414849832009,
+ "noisy_loss_mean": 0.6963282329189063
+ },
+ {
+ "train_step": 2355,
+ "loss": 0.5903726046367743,
+ "clean_loss": 0.584802314780416,
+ "noisy_loss_mean": 0.592229367922227
+ },
+ {
+ "train_step": 2356,
+ "loss": 0.6354305834713085,
+ "clean_loss": 0.6191324537850655,
+ "noisy_loss_mean": 0.6408632933667229
+ },
+ {
+ "train_step": 2357,
+ "loss": 0.6648719333899693,
+ "clean_loss": 0.6533108904947098,
+ "noisy_loss_mean": 0.6687256143550558
+ },
+ {
+ "train_step": 2358,
+ "loss": 0.7320141134833387,
+ "clean_loss": 0.7290661595871757,
+ "noisy_loss_mean": 0.7329967647820598
+ },
+ {
+ "train_step": 2359,
+ "loss": 0.48961524996683004,
+ "clean_loss": 0.4910458890450453,
+ "noisy_loss_mean": 0.4891383702740915
+ },
+ {
+ "train_step": 2360,
+ "loss": 0.42440111699254757,
+ "clean_loss": 0.43495386805547975,
+ "noisy_loss_mean": 0.4208835333049035
+ },
+ {
+ "train_step": 2361,
+ "loss": 0.5937880474669892,
+ "clean_loss": 0.5932792930033223,
+ "noisy_loss_mean": 0.5939576322882116
+ },
+ {
+ "train_step": 2362,
+ "loss": 0.8722821325778376,
+ "clean_loss": 0.8874051456154739,
+ "noisy_loss_mean": 0.8672411282319589
+ },
+ {
+ "train_step": 2363,
+ "loss": 0.47593502610381,
+ "clean_loss": 0.46549097340094864,
+ "noisy_loss_mean": 0.47941637700476375
+ },
+ {
+ "train_step": 2364,
+ "loss": 0.6849785899380758,
+ "clean_loss": 0.6798539184669632,
+ "noisy_loss_mean": 0.68668681376178
+ },
+ {
+ "train_step": 2365,
+ "loss": 0.4565700627777678,
+ "clean_loss": 0.4609303788810783,
+ "noisy_loss_mean": 0.45511662407666437
+ },
+ {
+ "train_step": 2366,
+ "loss": 0.5225321391642852,
+ "clean_loss": 0.5161025705671585,
+ "noisy_loss_mean": 0.5246753286966608
+ },
+ {
+ "train_step": 2367,
+ "loss": 0.6437661789795579,
+ "clean_loss": 0.6395788556413528,
+ "noisy_loss_mean": 0.6451619534256263
+ },
+ {
+ "train_step": 2368,
+ "loss": 0.5715372463326305,
+ "clean_loss": 0.5765971067354642,
+ "noisy_loss_mean": 0.5698506261983526
+ },
+ {
+ "train_step": 2369,
+ "loss": 0.4914338624952823,
+ "clean_loss": 0.5028985610948982,
+ "noisy_loss_mean": 0.48761229629541036
+ },
+ {
+ "train_step": 2370,
+ "loss": 0.6039579331011823,
+ "clean_loss": 0.6118033317479681,
+ "noisy_loss_mean": 0.6013428002189203
+ },
+ {
+ "train_step": 2371,
+ "loss": 0.5364581699274167,
+ "clean_loss": 0.537015628431049,
+ "noisy_loss_mean": 0.536272350426206
+ },
+ {
+ "train_step": 2372,
+ "loss": 0.5650094843166958,
+ "clean_loss": 0.5592146840434484,
+ "noisy_loss_mean": 0.5669410844077784
+ },
+ {
+ "train_step": 2373,
+ "loss": 0.47969447654794595,
+ "clean_loss": 0.4918088746620983,
+ "noisy_loss_mean": 0.47565634384322847
+ },
+ {
+ "train_step": 2374,
+ "loss": 0.5353758876699916,
+ "clean_loss": 0.5288924653230332,
+ "noisy_loss_mean": 0.537537028452311
+ },
+ {
+ "train_step": 2375,
+ "loss": 0.7920970582552355,
+ "clean_loss": 0.7874337308036629,
+ "noisy_loss_mean": 0.793651500739093
+ },
+ {
+ "train_step": 2376,
+ "loss": 0.49221528859336533,
+ "clean_loss": 0.48871428168088776,
+ "noisy_loss_mean": 0.49338229089752456
+ },
+ {
+ "train_step": 2377,
+ "loss": 0.829465710805732,
+ "clean_loss": 0.82396440112888,
+ "noisy_loss_mean": 0.8312994806980161
+ },
+ {
+ "train_step": 2378,
+ "loss": 0.49504058963613473,
+ "clean_loss": 0.47568580731551036,
+ "noisy_loss_mean": 0.5014921837430096
+ },
+ {
+ "train_step": 2379,
+ "loss": 0.5725746107297556,
+ "clean_loss": 0.567668960140177,
+ "noisy_loss_mean": 0.5742098275929485
+ },
+ {
+ "train_step": 2380,
+ "loss": 0.4108638007078541,
+ "clean_loss": 0.40517033860431895,
+ "noisy_loss_mean": 0.41276162140903255
+ },
+ {
+ "train_step": 2381,
+ "loss": 0.547701983402398,
+ "clean_loss": 0.5398805357419657,
+ "noisy_loss_mean": 0.5503091326225421
+ },
+ {
+ "train_step": 2382,
+ "loss": 0.5574799590579482,
+ "clean_loss": 0.553951951028685,
+ "noisy_loss_mean": 0.5586559617343694
+ },
+ {
+ "train_step": 2383,
+ "loss": 0.5760460184575653,
+ "clean_loss": 0.5731662030782416,
+ "noisy_loss_mean": 0.5770059569173398
+ },
+ {
+ "train_step": 2384,
+ "loss": 0.4766457621226741,
+ "clean_loss": 0.47400418252866033,
+ "noisy_loss_mean": 0.4775262886540121
+ },
+ {
+ "train_step": 2385,
+ "loss": 0.5279111795468866,
+ "clean_loss": 0.508313910646474,
+ "noisy_loss_mean": 0.5344436025136908
+ },
+ {
+ "train_step": 2386,
+ "loss": 0.7338392994242344,
+ "clean_loss": 0.7358411291952545,
+ "noisy_loss_mean": 0.7331720228338944
+ },
+ {
+ "train_step": 2387,
+ "loss": 0.6147758616598986,
+ "clean_loss": 0.6136528548931379,
+ "noisy_loss_mean": 0.6151501972488188
+ },
+ {
+ "train_step": 2388,
+ "loss": 0.8169400021496963,
+ "clean_loss": 0.8142230197136567,
+ "noisy_loss_mean": 0.8178456629617094
+ },
+ {
+ "train_step": 2389,
+ "loss": 0.41412822968920826,
+ "clean_loss": 0.4083619106892751,
+ "noisy_loss_mean": 0.41605033602251923
+ },
+ {
+ "train_step": 2390,
+ "loss": 0.6780723368982214,
+ "clean_loss": 0.6756662455022504,
+ "noisy_loss_mean": 0.678874367363545
+ },
+ {
+ "train_step": 2391,
+ "loss": 0.7376605769512938,
+ "clean_loss": 0.7469128526776001,
+ "noisy_loss_mean": 0.734576485042525
+ },
+ {
+ "train_step": 2392,
+ "loss": 0.45961176594363035,
+ "clean_loss": 0.46011897931829077,
+ "noisy_loss_mean": 0.4594426948187435
+ },
+ {
+ "train_step": 2393,
+ "loss": 0.7394575978440632,
+ "clean_loss": 0.7341469271890237,
+ "noisy_loss_mean": 0.7412278213957432
+ },
+ {
+ "train_step": 2394,
+ "loss": 0.6057348768746011,
+ "clean_loss": 0.5886426748544082,
+ "noisy_loss_mean": 0.6114322775479987
+ },
+ {
+ "train_step": 2395,
+ "loss": 0.6620280705988482,
+ "clean_loss": 0.667471185358138,
+ "noisy_loss_mean": 0.6602136990124182
+ },
+ {
+ "train_step": 2396,
+ "loss": 0.6719672166586433,
+ "clean_loss": 0.6638505150474149,
+ "noisy_loss_mean": 0.6746727838623862
+ },
+ {
+ "train_step": 2397,
+ "loss": 0.4579247787103633,
+ "clean_loss": 0.4599151087336843,
+ "noisy_loss_mean": 0.4572613353692563
+ },
+ {
+ "train_step": 2398,
+ "loss": 0.6267760076529221,
+ "clean_loss": 0.6156746996381991,
+ "noisy_loss_mean": 0.6304764436578297
+ },
+ {
+ "train_step": 2399,
+ "loss": 0.6243797582254311,
+ "clean_loss": 0.6237718378910057,
+ "noisy_loss_mean": 0.6245823983369063
+ },
+ {
+ "train_step": 2400,
+ "loss": 0.6057783170723561,
+ "clean_loss": 0.6134095708592037,
+ "noisy_loss_mean": 0.6032345658100735
+ },
+ {
+ "train_step": 2401,
+ "loss": 0.49539589485929786,
+ "clean_loss": 0.481592704386949,
+ "noisy_loss_mean": 0.4999969583500808
+ },
+ {
+ "train_step": 2402,
+ "loss": 0.6874471120470851,
+ "clean_loss": 0.6800380447720579,
+ "noisy_loss_mean": 0.6899168011387609
+ },
+ {
+ "train_step": 2403,
+ "loss": 0.7242790379508763,
+ "clean_loss": 0.7156176189053653,
+ "noisy_loss_mean": 0.7271661776327133
+ },
+ {
+ "train_step": 2404,
+ "loss": 0.6529364067757066,
+ "clean_loss": 0.6501235914206525,
+ "noisy_loss_mean": 0.6538740118940579
+ },
+ {
+ "train_step": 2405,
+ "loss": 0.8173997595099746,
+ "clean_loss": 0.8224560619481176,
+ "noisy_loss_mean": 0.8157143253639267
+ },
+ {
+ "train_step": 2406,
+ "loss": 0.4642275423168606,
+ "clean_loss": 0.4639351437489346,
+ "noisy_loss_mean": 0.46432500850616926
+ },
+ {
+ "train_step": 2407,
+ "loss": 0.6775755454435087,
+ "clean_loss": 0.6910528725736327,
+ "noisy_loss_mean": 0.6730831030668009
+ },
+ {
+ "train_step": 2408,
+ "loss": 0.4460757850812138,
+ "clean_loss": 0.4538774596170314,
+ "noisy_loss_mean": 0.44347522690260793
+ },
+ {
+ "train_step": 2409,
+ "loss": 0.5833272918448498,
+ "clean_loss": 0.580736732058339,
+ "noisy_loss_mean": 0.5841908117736868
+ },
+ {
+ "train_step": 2410,
+ "loss": 0.539695454475862,
+ "clean_loss": 0.5421931035471398,
+ "noisy_loss_mean": 0.538862904785436
+ },
+ {
+ "train_step": 2411,
+ "loss": 0.599600113387469,
+ "clean_loss": 0.599034026800166,
+ "noisy_loss_mean": 0.5997888089165699
+ },
+ {
+ "train_step": 2412,
+ "loss": 0.5069751621079802,
+ "clean_loss": 0.5135911093918012,
+ "noisy_loss_mean": 0.5047698463467065
+ },
+ {
+ "train_step": 2413,
+ "loss": 0.451312480628969,
+ "clean_loss": 0.4538203783287558,
+ "noisy_loss_mean": 0.45047651472904
+ },
+ {
+ "train_step": 2414,
+ "loss": 0.5650650742639025,
+ "clean_loss": 0.5603325764065515,
+ "noisy_loss_mean": 0.5666425735496863
+ },
+ {
+ "train_step": 2415,
+ "loss": 0.7151195071478412,
+ "clean_loss": 0.7193034314412574,
+ "noisy_loss_mean": 0.7137248657167025
+ },
+ {
+ "train_step": 2416,
+ "loss": 0.4722006132412385,
+ "clean_loss": 0.4684748786020112,
+ "noisy_loss_mean": 0.47344252478764765
+ },
+ {
+ "train_step": 2417,
+ "loss": 0.44732424661018494,
+ "clean_loss": 0.4539781040909784,
+ "noisy_loss_mean": 0.4451062941165871
+ },
+ {
+ "train_step": 2418,
+ "loss": 0.45238107224501845,
+ "clean_loss": 0.4447294974743638,
+ "noisy_loss_mean": 0.45493159716857007
+ },
+ {
+ "train_step": 2419,
+ "loss": 0.6918655917527958,
+ "clean_loss": 0.696196480966007,
+ "noisy_loss_mean": 0.6904219620150588
+ },
+ {
+ "train_step": 2420,
+ "loss": 0.4782688301423491,
+ "clean_loss": 0.4736636207475367,
+ "noisy_loss_mean": 0.47980389994061984
+ },
+ {
+ "train_step": 2421,
+ "loss": 0.5163893124977627,
+ "clean_loss": 0.5075239733668865,
+ "noisy_loss_mean": 0.519344425541388
+ },
+ {
+ "train_step": 2422,
+ "loss": 0.6900798843676588,
+ "clean_loss": 0.6950168855388921,
+ "noisy_loss_mean": 0.6884342173105811
+ },
+ {
+ "train_step": 2423,
+ "loss": 0.6135935278985241,
+ "clean_loss": 0.6229793366622172,
+ "noisy_loss_mean": 0.6104649249772932
+ },
+ {
+ "train_step": 2424,
+ "loss": 0.6732382901473464,
+ "clean_loss": 0.6619094341991224,
+ "noisy_loss_mean": 0.677014575463421
+ },
+ {
+ "train_step": 2425,
+ "loss": 0.48160628681949924,
+ "clean_loss": 0.4818862813315463,
+ "noisy_loss_mean": 0.4815129553154835
+ },
+ {
+ "train_step": 2426,
+ "loss": 0.41870999584816887,
+ "clean_loss": 0.4139515747669388,
+ "noisy_loss_mean": 0.42029613620857886
+ },
+ {
+ "train_step": 2427,
+ "loss": 0.4432664408982029,
+ "clean_loss": 0.44210283940501927,
+ "noisy_loss_mean": 0.4436543080625974
+ },
+ {
+ "train_step": 2428,
+ "loss": 0.8140568477682211,
+ "clean_loss": 0.8272733506038716,
+ "noisy_loss_mean": 0.8096513468230042
+ },
+ {
+ "train_step": 2429,
+ "loss": 0.3566223395529498,
+ "clean_loss": 0.3603261550471377,
+ "noisy_loss_mean": 0.3553877343882205
+ },
+ {
+ "train_step": 2430,
+ "loss": 0.48427143011685847,
+ "clean_loss": 0.498025551365685,
+ "noisy_loss_mean": 0.4796867230339162
+ },
+ {
+ "train_step": 2431,
+ "loss": 0.47166270018608514,
+ "clean_loss": 0.47178510035484134,
+ "noisy_loss_mean": 0.471621900129833
+ },
+ {
+ "train_step": 2432,
+ "loss": 0.5009392649639961,
+ "clean_loss": 0.48880002277549095,
+ "noisy_loss_mean": 0.5049856790268312
+ },
+ {
+ "train_step": 2433,
+ "loss": 0.7190739928909999,
+ "clean_loss": 0.7267962503371679,
+ "noisy_loss_mean": 0.7164999070756105
+ },
+ {
+ "train_step": 2434,
+ "loss": 0.613220444873928,
+ "clean_loss": 0.6166511245900511,
+ "noisy_loss_mean": 0.6120768849685536
+ },
+ {
+ "train_step": 2435,
+ "loss": 0.5792174308344769,
+ "clean_loss": 0.5855088402452063,
+ "noisy_loss_mean": 0.5771202943642337
+ },
+ {
+ "train_step": 2436,
+ "loss": 0.6629297133596468,
+ "clean_loss": 0.6700540084156336,
+ "noisy_loss_mean": 0.6605549483409846
+ },
+ {
+ "train_step": 2437,
+ "loss": 0.5646840027354154,
+ "clean_loss": 0.5690609956877778,
+ "noisy_loss_mean": 0.5632250050846279
+ },
+ {
+ "train_step": 2438,
+ "loss": 0.7366032501325241,
+ "clean_loss": 0.7442208095825262,
+ "noisy_loss_mean": 0.7340640636491901
+ },
+ {
+ "train_step": 2439,
+ "loss": 0.6814515527976515,
+ "clean_loss": 0.6869068665861849,
+ "noisy_loss_mean": 0.6796331148681403
+ },
+ {
+ "train_step": 2440,
+ "loss": 0.5852639327040462,
+ "clean_loss": 0.590245261160133,
+ "noisy_loss_mean": 0.5836034898853506
+ },
+ {
+ "train_step": 2441,
+ "loss": 0.6663451051657046,
+ "clean_loss": 0.6791009117907195,
+ "noisy_loss_mean": 0.662093169624033
+ },
+ {
+ "train_step": 2442,
+ "loss": 0.5422481525854455,
+ "clean_loss": 0.5352683005415324,
+ "noisy_loss_mean": 0.5445747699334165
+ },
+ {
+ "train_step": 2443,
+ "loss": 0.4381554641480271,
+ "clean_loss": 0.43195258637207706,
+ "noisy_loss_mean": 0.44022309007334376
+ },
+ {
+ "train_step": 2444,
+ "loss": 0.5725545827532788,
+ "clean_loss": 0.5823261711237456,
+ "noisy_loss_mean": 0.5692973866297898
+ },
+ {
+ "train_step": 2445,
+ "loss": 0.5781627720682868,
+ "clean_loss": 0.5663736840903985,
+ "noisy_loss_mean": 0.5820924680609162
+ },
+ {
+ "train_step": 2446,
+ "loss": 0.4527720668381148,
+ "clean_loss": 0.4581288144686553,
+ "noisy_loss_mean": 0.45098648429460125
+ },
+ {
+ "train_step": 2447,
+ "loss": 0.6732575084963527,
+ "clean_loss": 0.676760563310734,
+ "noisy_loss_mean": 0.6720898235582254
+ },
+ {
+ "train_step": 2448,
+ "loss": 0.7110624576681053,
+ "clean_loss": 0.7248629536634663,
+ "noisy_loss_mean": 0.7064622923363183
+ },
+ {
+ "train_step": 2449,
+ "loss": 0.4636248651694409,
+ "clean_loss": 0.4599473149173583,
+ "noisy_loss_mean": 0.4648507152534685
+ },
+ {
+ "train_step": 2450,
+ "loss": 0.41096189714150066,
+ "clean_loss": 0.41431917941124685,
+ "noisy_loss_mean": 0.40984280305158527
+ },
+ {
+ "train_step": 2451,
+ "loss": 0.8635608361478426,
+ "clean_loss": 0.8554343176194704,
+ "noisy_loss_mean": 0.8662696756573002
+ },
+ {
+ "train_step": 2452,
+ "loss": 0.6168955856518628,
+ "clean_loss": 0.6167230173629416,
+ "noisy_loss_mean": 0.6169531084148364
+ },
+ {
+ "train_step": 2453,
+ "loss": 0.5338670759667423,
+ "clean_loss": 0.5337676525300836,
+ "noisy_loss_mean": 0.5339002171122953
+ },
+ {
+ "train_step": 2454,
+ "loss": 0.39852597225744346,
+ "clean_loss": 0.4007303154541034,
+ "noisy_loss_mean": 0.3977911911918901
+ },
+ {
+ "train_step": 2455,
+ "loss": 0.5687735118263875,
+ "clean_loss": 0.5812562971742129,
+ "noisy_loss_mean": 0.5646125833771124
+ },
+ {
+ "train_step": 2456,
+ "loss": 0.4593687079011383,
+ "clean_loss": 0.4578071434078339,
+ "noisy_loss_mean": 0.4598892293989065
+ },
+ {
+ "train_step": 2457,
+ "loss": 0.5027520280230416,
+ "clean_loss": 0.4921491867012397,
+ "noisy_loss_mean": 0.5062863084636423
+ },
+ {
+ "train_step": 2458,
+ "loss": 0.8083634594312019,
+ "clean_loss": 0.8089926835171266,
+ "noisy_loss_mean": 0.808153718069227
+ },
+ {
+ "train_step": 2459,
+ "loss": 0.5114520152942397,
+ "clean_loss": 0.5073238421648251,
+ "noisy_loss_mean": 0.5128280730040445
+ },
+ {
+ "train_step": 2460,
+ "loss": 0.530366877928581,
+ "clean_loss": 0.524304381756305,
+ "noisy_loss_mean": 0.5323877099860063
+ },
+ {
+ "train_step": 2461,
+ "loss": 0.6726483150239211,
+ "clean_loss": 0.6699048302981089,
+ "noisy_loss_mean": 0.6735628099325252
+ },
+ {
+ "train_step": 2462,
+ "loss": 0.5083311758381419,
+ "clean_loss": 0.49210485427194073,
+ "noisy_loss_mean": 0.5137399496935423
+ },
+ {
+ "train_step": 2463,
+ "loss": 0.5825208306012675,
+ "clean_loss": 0.5838168369650316,
+ "noisy_loss_mean": 0.5820888284800128
+ },
+ {
+ "train_step": 2464,
+ "loss": 0.378697360414871,
+ "clean_loss": 0.3798093838715357,
+ "noisy_loss_mean": 0.3783266859293161
+ },
+ {
+ "train_step": 2465,
+ "loss": 0.5701721252299659,
+ "clean_loss": 0.55297667096696,
+ "noisy_loss_mean": 0.5759039433176344
+ },
+ {
+ "train_step": 2466,
+ "loss": 0.3878409958383228,
+ "clean_loss": 0.3904955369128326,
+ "noisy_loss_mean": 0.3869561488134862
+ },
+ {
+ "train_step": 2467,
+ "loss": 0.5034603913777529,
+ "clean_loss": 0.5173164195015827,
+ "noisy_loss_mean": 0.4988417153364763
+ },
+ {
+ "train_step": 2468,
+ "loss": 0.49242351403510176,
+ "clean_loss": 0.49226028215688333,
+ "noisy_loss_mean": 0.4924779246611746
+ },
+ {
+ "train_step": 2469,
+ "loss": 0.522320762946171,
+ "clean_loss": 0.5379642568090643,
+ "noisy_loss_mean": 0.5171062649918733
+ },
+ {
+ "train_step": 2470,
+ "loss": 0.49779865372371784,
+ "clean_loss": 0.5016988904958681,
+ "noisy_loss_mean": 0.4964985747996678
+ },
+ {
+ "train_step": 2471,
+ "loss": 0.7116886196007022,
+ "clean_loss": 0.7012409199376496,
+ "noisy_loss_mean": 0.715171186155053
+ },
+ {
+ "train_step": 2472,
+ "loss": 0.7580705799523217,
+ "clean_loss": 0.7481998737298285,
+ "noisy_loss_mean": 0.7613608153598195
+ },
+ {
+ "train_step": 2473,
+ "loss": 0.6321645437731881,
+ "clean_loss": 0.6319842592689704,
+ "noisy_loss_mean": 0.6322246386079273
+ },
+ {
+ "train_step": 2474,
+ "loss": 0.7431229689802777,
+ "clean_loss": 0.733576378369639,
+ "noisy_loss_mean": 0.7463051658504907
+ },
+ {
+ "train_step": 2475,
+ "loss": 0.59708505801533,
+ "clean_loss": 0.6003430462750005,
+ "noisy_loss_mean": 0.595999061928773
+ },
+ {
+ "train_step": 2476,
+ "loss": 0.6412189993600608,
+ "clean_loss": 0.6515955297202476,
+ "noisy_loss_mean": 0.6377601559066651
+ },
+ {
+ "train_step": 2477,
+ "loss": 0.5371186587553891,
+ "clean_loss": 0.5310252239692888,
+ "noisy_loss_mean": 0.5391498036840893
+ },
+ {
+ "train_step": 2478,
+ "loss": 0.7213568136288458,
+ "clean_loss": 0.7158021273903326,
+ "noisy_loss_mean": 0.7232083757083503
+ },
+ {
+ "train_step": 2479,
+ "loss": 0.5244059094884816,
+ "clean_loss": 0.517190588491697,
+ "noisy_loss_mean": 0.5268110164874099
+ },
+ {
+ "train_step": 2480,
+ "loss": 0.5969773681282579,
+ "clean_loss": 0.5994823856183686,
+ "noisy_loss_mean": 0.596142362298221
+ },
+ {
+ "train_step": 2481,
+ "loss": 0.45282716264911665,
+ "clean_loss": 0.4693111327384169,
+ "noisy_loss_mean": 0.4473325059526833
+ },
+ {
+ "train_step": 2482,
+ "loss": 0.8052789500121681,
+ "clean_loss": 0.8051165991911278,
+ "noisy_loss_mean": 0.8053330669525148
+ },
+ {
+ "train_step": 2483,
+ "loss": 0.4083868988040373,
+ "clean_loss": 0.4987209245649481,
+ "noisy_loss_mean": 0.37827555688373365
+ },
+ {
+ "train_step": 2484,
+ "loss": 0.44458838986634186,
+ "clean_loss": 0.44915265189722337,
+ "noisy_loss_mean": 0.4430669691893813
+ },
+ {
+ "train_step": 2485,
+ "loss": 0.4370460337587666,
+ "clean_loss": 0.4271891874665869,
+ "noisy_loss_mean": 0.44033164918949325
+ },
+ {
+ "train_step": 2486,
+ "loss": 0.5009072387147406,
+ "clean_loss": 0.4983195007848842,
+ "noisy_loss_mean": 0.5017698180246928
+ },
+ {
+ "train_step": 2487,
+ "loss": 0.4868837451101039,
+ "clean_loss": 0.5026370037989256,
+ "noisy_loss_mean": 0.4816326588804966
+ },
+ {
+ "train_step": 2488,
+ "loss": 0.7264078188761747,
+ "clean_loss": 0.735019111933796,
+ "noisy_loss_mean": 0.7235373878569676
+ },
+ {
+ "train_step": 2489,
+ "loss": 0.5666641504790976,
+ "clean_loss": 0.5764311485017433,
+ "noisy_loss_mean": 0.5634084844715491
+ },
+ {
+ "train_step": 2490,
+ "loss": 0.6957954979576781,
+ "clean_loss": 0.7001654997947822,
+ "noisy_loss_mean": 0.6943388306786433
+ },
+ {
+ "train_step": 2491,
+ "loss": 0.5661140132657831,
+ "clean_loss": 0.5708416326581777,
+ "noisy_loss_mean": 0.564538140134985
+ },
+ {
+ "train_step": 2492,
+ "loss": 0.4455143531120498,
+ "clean_loss": 0.44404973002706954,
+ "noisy_loss_mean": 0.4460025608070432
+ },
+ {
+ "train_step": 2493,
+ "loss": 0.8762013291836548,
+ "clean_loss": 0.8870653825860847,
+ "noisy_loss_mean": 0.8725799780495115
+ },
+ {
+ "train_step": 2494,
+ "loss": 0.5863401647974763,
+ "clean_loss": 0.5814950960555721,
+ "noisy_loss_mean": 0.5879551877114444
+ },
+ {
+ "train_step": 2495,
+ "loss": 0.4833494540511226,
+ "clean_loss": 0.4811541229676158,
+ "noisy_loss_mean": 0.4840812310789582
+ },
+ {
+ "train_step": 2496,
+ "loss": 0.39522935710651186,
+ "clean_loss": 0.39999691592448955,
+ "noisy_loss_mean": 0.3936401708338526
+ },
+ {
+ "train_step": 2497,
+ "loss": 0.5474506074247498,
+ "clean_loss": 0.5604895697575812,
+ "noisy_loss_mean": 0.5431042866471393
+ },
+ {
+ "train_step": 2498,
+ "loss": 0.8076172028266524,
+ "clean_loss": 0.8027790356130107,
+ "noisy_loss_mean": 0.8092299252311997
+ },
+ {
+ "train_step": 2499,
+ "loss": 0.7139069651231272,
+ "clean_loss": 0.7094971463341415,
+ "noisy_loss_mean": 0.7153769047194558
+ },
+ {
+ "train_step": 2500,
+ "loss": 0.5175431445197968,
+ "clean_loss": 0.5233292964894926,
+ "noisy_loss_mean": 0.5156144271965649
+ },
+ {
+ "train_step": 2501,
+ "loss": 0.483340442295654,
+ "clean_loss": 0.4794585886426582,
+ "noisy_loss_mean": 0.4846343935133192
+ },
+ {
+ "train_step": 2502,
+ "loss": 0.5435647801305012,
+ "clean_loss": 0.5380342611691993,
+ "noisy_loss_mean": 0.5454082864509351
+ },
+ {
+ "train_step": 2503,
+ "loss": 0.6642809610965659,
+ "clean_loss": 0.6678443869472703,
+ "noisy_loss_mean": 0.6630931524796644
+ },
+ {
+ "train_step": 2504,
+ "loss": 0.5267577160911205,
+ "clean_loss": 0.52682576283564,
+ "noisy_loss_mean": 0.5267350338429475
+ },
+ {
+ "train_step": 2505,
+ "loss": 0.6049842133229256,
+ "clean_loss": 0.6107462272104386,
+ "noisy_loss_mean": 0.6030635420270879
+ },
+ {
+ "train_step": 2506,
+ "loss": 0.669671523819373,
+ "clean_loss": 0.6691122682913405,
+ "noisy_loss_mean": 0.6698579423287172
+ },
+ {
+ "train_step": 2507,
+ "loss": 0.5826185603248428,
+ "clean_loss": 0.5890536150669634,
+ "noisy_loss_mean": 0.5804735420774695
+ },
+ {
+ "train_step": 2508,
+ "loss": 0.6853136055810047,
+ "clean_loss": 0.6873554311144258,
+ "noisy_loss_mean": 0.6846329970698642
+ },
+ {
+ "train_step": 2509,
+ "loss": 0.5834475068121608,
+ "clean_loss": 0.5862479742827887,
+ "noisy_loss_mean": 0.5825140176552849
+ },
+ {
+ "train_step": 2510,
+ "loss": 0.6627497111440775,
+ "clean_loss": 0.6806097829366029,
+ "noisy_loss_mean": 0.6567963538799024
+ },
+ {
+ "train_step": 2511,
+ "loss": 0.6853813944336977,
+ "clean_loss": 0.6745212372427806,
+ "noisy_loss_mean": 0.6890014468306701
+ },
+ {
+ "train_step": 2512,
+ "loss": 0.5206431783943622,
+ "clean_loss": 0.5189368716393233,
+ "noisy_loss_mean": 0.5212119473127085
+ },
+ {
+ "train_step": 2513,
+ "loss": 0.5986042894823992,
+ "clean_loss": 0.5997229270666222,
+ "noisy_loss_mean": 0.5982314102876581
+ },
+ {
+ "train_step": 2514,
+ "loss": 0.7359390055252272,
+ "clean_loss": 0.742571252053908,
+ "noisy_loss_mean": 0.7337282566823337
+ },
+ {
+ "train_step": 2515,
+ "loss": 0.4985220853530532,
+ "clean_loss": 0.5100352395621752,
+ "noisy_loss_mean": 0.49468436728334586
+ },
+ {
+ "train_step": 2516,
+ "loss": 0.817579824862007,
+ "clean_loss": 0.7969797419077349,
+ "noisy_loss_mean": 0.8244465191800977
+ },
+ {
+ "train_step": 2517,
+ "loss": 0.730687092883216,
+ "clean_loss": 0.7261567578209265,
+ "noisy_loss_mean": 0.7321972045706459
+ },
+ {
+ "train_step": 2518,
+ "loss": 0.63094709230205,
+ "clean_loss": 0.6264656055590032,
+ "noisy_loss_mean": 0.6324409212163989
+ },
+ {
+ "train_step": 2519,
+ "loss": 0.6482571795857094,
+ "clean_loss": 0.6407563666594834,
+ "noisy_loss_mean": 0.6507574505611181
+ },
+ {
+ "train_step": 2520,
+ "loss": 0.6105875217909469,
+ "clean_loss": 0.6113602664033148,
+ "noisy_loss_mean": 0.610329940253491
+ },
+ {
+ "train_step": 2521,
+ "loss": 0.4888312418911891,
+ "clean_loss": 0.48245154619523106,
+ "noisy_loss_mean": 0.4909578071231751
+ },
+ {
+ "train_step": 2522,
+ "loss": 0.8184813771345185,
+ "clean_loss": 0.8196173429075546,
+ "noisy_loss_mean": 0.8181027218768399
+ },
+ {
+ "train_step": 2523,
+ "loss": 0.6467292468428234,
+ "clean_loss": 0.6628636246687625,
+ "noisy_loss_mean": 0.6413511209008438
+ },
+ {
+ "train_step": 2524,
+ "loss": 0.5361079205774795,
+ "clean_loss": 0.5326308982427779,
+ "noisy_loss_mean": 0.53726692802238
+ },
+ {
+ "train_step": 2525,
+ "loss": 0.5276704082394997,
+ "clean_loss": 0.5138262492748391,
+ "noisy_loss_mean": 0.5322851278943865
+ },
+ {
+ "train_step": 2526,
+ "loss": 0.6837841491307275,
+ "clean_loss": 0.6787064359373864,
+ "noisy_loss_mean": 0.6854767201951745
+ },
+ {
+ "train_step": 2527,
+ "loss": 0.6659302012152357,
+ "clean_loss": 0.6727667977768224,
+ "noisy_loss_mean": 0.6636513356947068
+ },
+ {
+ "train_step": 2528,
+ "loss": 0.5062441602744187,
+ "clean_loss": 0.510745043873931,
+ "noisy_loss_mean": 0.5047438657412479
+ },
+ {
+ "train_step": 2529,
+ "loss": 0.7294346362434864,
+ "clean_loss": 0.7181267685071957,
+ "noisy_loss_mean": 0.7332039254889166
+ },
+ {
+ "train_step": 2530,
+ "loss": 0.3032960578329348,
+ "clean_loss": 0.31143600047730313,
+ "noisy_loss_mean": 0.30058274361814535
+ },
+ {
+ "train_step": 2531,
+ "loss": 0.5173860830997833,
+ "clean_loss": 0.5292588418289551,
+ "noisy_loss_mean": 0.5134284968567261
+ },
+ {
+ "train_step": 2532,
+ "loss": 0.965233884654376,
+ "clean_loss": 0.9641015007255618,
+ "noisy_loss_mean": 0.9656113459639807
+ },
+ {
+ "train_step": 2533,
+ "loss": 0.5510206674593003,
+ "clean_loss": 0.5474668515225178,
+ "noisy_loss_mean": 0.5522052727715612
+ },
+ {
+ "train_step": 2534,
+ "loss": 0.7123435618600026,
+ "clean_loss": 0.7271539760482428,
+ "noisy_loss_mean": 0.7074067571305891
+ },
+ {
+ "train_step": 2535,
+ "loss": 0.4158506122856333,
+ "clean_loss": 0.40155943566796826,
+ "noisy_loss_mean": 0.420614337824855
+ },
+ {
+ "train_step": 2536,
+ "loss": 0.8052687771886055,
+ "clean_loss": 0.7967357107208775,
+ "noisy_loss_mean": 0.808113132677848
+ },
+ {
+ "train_step": 2537,
+ "loss": 0.550957440166358,
+ "clean_loss": 0.5482090245331693,
+ "noisy_loss_mean": 0.5518735787107542
+ },
+ {
+ "train_step": 2538,
+ "loss": 0.5415934475791262,
+ "clean_loss": 0.5296440673837601,
+ "noisy_loss_mean": 0.5455765743109149
+ },
+ {
+ "train_step": 2539,
+ "loss": 0.46248644986590826,
+ "clean_loss": 0.45868499358272985,
+ "noisy_loss_mean": 0.4637536019603011
+ },
+ {
+ "train_step": 2540,
+ "loss": 0.5810297538179738,
+ "clean_loss": 0.5779948182629298,
+ "noisy_loss_mean": 0.5820413990029886
+ },
+ {
+ "train_step": 2541,
+ "loss": 0.6613798406919651,
+ "clean_loss": 0.6572894510366072,
+ "noisy_loss_mean": 0.6627433039104177
+ },
+ {
+ "train_step": 2542,
+ "loss": 0.5880893192149232,
+ "clean_loss": 0.6006350375678594,
+ "noisy_loss_mean": 0.5839074130972778
+ },
+ {
+ "train_step": 2543,
+ "loss": 0.6779752585671448,
+ "clean_loss": 0.6882871795594597,
+ "noisy_loss_mean": 0.6745379515697064
+ },
+ {
+ "train_step": 2544,
+ "loss": 0.7255333264592368,
+ "clean_loss": 0.7190996871906262,
+ "noisy_loss_mean": 0.7276778728821071
+ },
+ {
+ "train_step": 2545,
+ "loss": 0.7624658338505801,
+ "clean_loss": 0.7772313227272647,
+ "noisy_loss_mean": 0.7575440042250184
+ },
+ {
+ "train_step": 2546,
+ "loss": 0.611851687399144,
+ "clean_loss": 0.604576061024336,
+ "noisy_loss_mean": 0.6142768961907467
+ },
+ {
+ "train_step": 2547,
+ "loss": 0.8163381878614424,
+ "clean_loss": 0.8378836934160849,
+ "noisy_loss_mean": 0.8091563526765615
+ },
+ {
+ "train_step": 2548,
+ "loss": 0.6889018778361887,
+ "clean_loss": 0.6834925815452242,
+ "noisy_loss_mean": 0.6907049765998435
+ },
+ {
+ "train_step": 2549,
+ "loss": 0.5746595408999374,
+ "clean_loss": 0.5693817225344662,
+ "noisy_loss_mean": 0.576418813688428
+ },
+ {
+ "train_step": 2550,
+ "loss": 0.5146891016414913,
+ "clean_loss": 0.5082834251610895,
+ "noisy_loss_mean": 0.5168243271349584
+ },
+ {
+ "train_step": 2551,
+ "loss": 0.6302015609476632,
+ "clean_loss": 0.631529729402615,
+ "noisy_loss_mean": 0.6297588381293461
+ },
+ {
+ "train_step": 2552,
+ "loss": 0.49239459916205147,
+ "clean_loss": 0.5001610175830263,
+ "noisy_loss_mean": 0.4898057930217265
+ },
+ {
+ "train_step": 2553,
+ "loss": 0.47558880174448964,
+ "clean_loss": 0.4852149416544663,
+ "noisy_loss_mean": 0.47238008844116414
+ },
+ {
+ "train_step": 2554,
+ "loss": 0.7302325583532486,
+ "clean_loss": 0.7457096242256416,
+ "noisy_loss_mean": 0.7250735363957844
+ },
+ {
+ "train_step": 2555,
+ "loss": 0.599366113925857,
+ "clean_loss": 0.5922401484758528,
+ "noisy_loss_mean": 0.6017414357425251
+ },
+ {
+ "train_step": 2556,
+ "loss": 0.4857720771112713,
+ "clean_loss": 0.49097382040302445,
+ "noisy_loss_mean": 0.4840381626806869
+ },
+ {
+ "train_step": 2557,
+ "loss": 0.5091462780076588,
+ "clean_loss": 0.5043247618191532,
+ "noisy_loss_mean": 0.5107534500704939
+ },
+ {
+ "train_step": 2558,
+ "loss": 0.558967516096994,
+ "clean_loss": 0.5556373376014755,
+ "noisy_loss_mean": 0.5600775755955002
+ },
+ {
+ "train_step": 2559,
+ "loss": 0.6474774099087774,
+ "clean_loss": 0.6447803534763638,
+ "noisy_loss_mean": 0.648376428719582
+ },
+ {
+ "train_step": 2560,
+ "loss": 0.6407771165742902,
+ "clean_loss": 0.6430696918838874,
+ "noisy_loss_mean": 0.6400129248044243
+ },
+ {
+ "train_step": 2561,
+ "loss": 0.5105883718202611,
+ "clean_loss": 0.5184853313128133,
+ "noisy_loss_mean": 0.5079560519894103
+ },
+ {
+ "train_step": 2562,
+ "loss": 0.7208591461684917,
+ "clean_loss": 0.707353179212357,
+ "noisy_loss_mean": 0.7253611351538698
+ },
+ {
+ "train_step": 2563,
+ "loss": 0.5477208502746304,
+ "clean_loss": 0.5484548438899034,
+ "noisy_loss_mean": 0.5474761857362059
+ },
+ {
+ "train_step": 2564,
+ "loss": 0.7092427030157873,
+ "clean_loss": 0.7199867046622189,
+ "noisy_loss_mean": 0.7056613691336434
+ },
+ {
+ "train_step": 2565,
+ "loss": 0.5343186166886811,
+ "clean_loss": 0.5340535899500638,
+ "noisy_loss_mean": 0.5344069589348869
+ },
+ {
+ "train_step": 2566,
+ "loss": 0.5071467378191885,
+ "clean_loss": 0.5137818104958602,
+ "noisy_loss_mean": 0.5049350469269646
+ },
+ {
+ "train_step": 2567,
+ "loss": 0.5112407673247348,
+ "clean_loss": 0.502409312557728,
+ "noisy_loss_mean": 0.5141845855804038
+ },
+ {
+ "train_step": 2568,
+ "loss": 0.6277097867612274,
+ "clean_loss": 0.6281314383571017,
+ "noisy_loss_mean": 0.6275692362292692
+ },
+ {
+ "train_step": 2569,
+ "loss": 0.6779323575701987,
+ "clean_loss": 0.680936260205997,
+ "noisy_loss_mean": 0.6769310566915993
+ },
+ {
+ "train_step": 2570,
+ "loss": 0.6666219343071189,
+ "clean_loss": 0.6736778379661207,
+ "noisy_loss_mean": 0.6642699664207851
+ },
+ {
+ "train_step": 2571,
+ "loss": 0.656951125757756,
+ "clean_loss": 0.6451697693797648,
+ "noisy_loss_mean": 0.6608782445504199
+ },
+ {
+ "train_step": 2572,
+ "loss": 0.7219106795836949,
+ "clean_loss": 0.7299007146443841,
+ "noisy_loss_mean": 0.7192473345634651
+ },
+ {
+ "train_step": 2573,
+ "loss": 0.7326550086971391,
+ "clean_loss": 0.7537449589799595,
+ "noisy_loss_mean": 0.7256250252695323
+ },
+ {
+ "train_step": 2574,
+ "loss": 0.6746155903412923,
+ "clean_loss": 0.6727149575887252,
+ "noisy_loss_mean": 0.675249134592148
+ },
+ {
+ "train_step": 2575,
+ "loss": 0.6041925147536762,
+ "clean_loss": 0.6226113816716896,
+ "noisy_loss_mean": 0.5980528924476717
+ },
+ {
+ "train_step": 2576,
+ "loss": 0.5908324260077109,
+ "clean_loss": 0.6101352496188301,
+ "noisy_loss_mean": 0.5843981514706711
+ },
+ {
+ "train_step": 2577,
+ "loss": 0.7752369455798886,
+ "clean_loss": 0.7651894056517645,
+ "noisy_loss_mean": 0.77858612555593
+ },
+ {
+ "train_step": 2578,
+ "loss": 0.5696523493309267,
+ "clean_loss": 0.5707899635125593,
+ "noisy_loss_mean": 0.5692731446037158
+ },
+ {
+ "train_step": 2579,
+ "loss": 0.4617949936840074,
+ "clean_loss": 0.4546856839989264,
+ "noisy_loss_mean": 0.46416476357903447
+ },
+ {
+ "train_step": 2580,
+ "loss": 0.6573906982234002,
+ "clean_loss": 0.6733159446643995,
+ "noisy_loss_mean": 0.6520822827430671
+ },
+ {
+ "train_step": 2581,
+ "loss": 0.6377185841102528,
+ "clean_loss": 0.6436981221676336,
+ "noisy_loss_mean": 0.6357254047577925
+ },
+ {
+ "train_step": 2582,
+ "loss": 0.6199713599331639,
+ "clean_loss": 0.6334285231438801,
+ "noisy_loss_mean": 0.6154856388629252
+ },
+ {
+ "train_step": 2583,
+ "loss": 0.5248177604541306,
+ "clean_loss": 0.537833936193333,
+ "noisy_loss_mean": 0.52047903520773
+ },
+ {
+ "train_step": 2584,
+ "loss": 0.8392823677339571,
+ "clean_loss": 0.844184532570455,
+ "noisy_loss_mean": 0.837648312788458
+ },
+ {
+ "train_step": 2585,
+ "loss": 0.5765902254133779,
+ "clean_loss": 0.5754502926148329,
+ "noisy_loss_mean": 0.5769702030128928
+ },
+ {
+ "train_step": 2586,
+ "loss": 0.4397499309473521,
+ "clean_loss": 0.4338995903285076,
+ "noisy_loss_mean": 0.4417000444869669
+ },
+ {
+ "train_step": 2587,
+ "loss": 0.6030055252456735,
+ "clean_loss": 0.5918791905758075,
+ "noisy_loss_mean": 0.6067143034689622
+ },
+ {
+ "train_step": 2588,
+ "loss": 0.4439462306502195,
+ "clean_loss": 0.45129068686822515,
+ "noisy_loss_mean": 0.4414980785775509
+ },
+ {
+ "train_step": 2589,
+ "loss": 0.46210205029438933,
+ "clean_loss": 0.4525562551559487,
+ "noisy_loss_mean": 0.46528398200720283
+ },
+ {
+ "train_step": 2590,
+ "loss": 0.45626758806372136,
+ "clean_loss": 0.4359767317367375,
+ "noisy_loss_mean": 0.46303120683938265
+ },
+ {
+ "train_step": 2591,
+ "loss": 0.3024079751862613,
+ "clean_loss": 0.30278453222642393,
+ "noisy_loss_mean": 0.3022824561728737
+ },
+ {
+ "train_step": 2592,
+ "loss": 0.41956138746683813,
+ "clean_loss": 0.4050659747584675,
+ "noisy_loss_mean": 0.4243931917029617
+ },
+ {
+ "train_step": 2593,
+ "loss": 0.5914213409521968,
+ "clean_loss": 0.5839295967649898,
+ "noisy_loss_mean": 0.5939185890145992
+ },
+ {
+ "train_step": 2594,
+ "loss": 0.46604400037341076,
+ "clean_loss": 0.43136291868188414,
+ "noisy_loss_mean": 0.47760436093725306
+ },
+ {
+ "train_step": 2595,
+ "loss": 0.7731830753765396,
+ "clean_loss": 0.7784295986916874,
+ "noisy_loss_mean": 0.7714342342714903
+ },
+ {
+ "train_step": 2596,
+ "loss": 0.6611715258460495,
+ "clean_loss": 0.6535644627623759,
+ "noisy_loss_mean": 0.6637072135406074
+ },
+ {
+ "train_step": 2597,
+ "loss": 0.46529920848759065,
+ "clean_loss": 0.4619321792639307,
+ "noisy_loss_mean": 0.46642155156214393
+ },
+ {
+ "train_step": 2598,
+ "loss": 0.41424932225654354,
+ "clean_loss": 0.41421042306297323,
+ "noisy_loss_mean": 0.41426228865440035
+ },
+ {
+ "train_step": 2599,
+ "loss": 0.6020997017106835,
+ "clean_loss": 0.580727001333632,
+ "noisy_loss_mean": 0.6092239351697006
+ },
+ {
+ "train_step": 2600,
+ "loss": 0.4435275471342077,
+ "clean_loss": 0.44748667421974314,
+ "noisy_loss_mean": 0.4422078381056959
+ },
+ {
+ "train_step": 2601,
+ "loss": 0.7707694866131195,
+ "clean_loss": 0.7576180260314885,
+ "noisy_loss_mean": 0.7751533068069966
+ },
+ {
+ "train_step": 2602,
+ "loss": 0.6186443794601773,
+ "clean_loss": 0.6131074110797902,
+ "noisy_loss_mean": 0.6204900355869728
+ },
+ {
+ "train_step": 2603,
+ "loss": 0.40724729506422214,
+ "clean_loss": 0.41172615332505075,
+ "noisy_loss_mean": 0.4057543423106125
+ },
+ {
+ "train_step": 2604,
+ "loss": 0.4421680116119369,
+ "clean_loss": 0.43944869580509227,
+ "noisy_loss_mean": 0.4430744502142185
+ },
+ {
+ "train_step": 2605,
+ "loss": 0.538957458569558,
+ "clean_loss": 0.5454109840126555,
+ "noisy_loss_mean": 0.5368062834218588
+ },
+ {
+ "train_step": 2606,
+ "loss": 0.7404995695207739,
+ "clean_loss": 0.7391568494603921,
+ "noisy_loss_mean": 0.7409471428742346
+ },
+ {
+ "train_step": 2607,
+ "loss": 0.6597330032898401,
+ "clean_loss": 0.6657308696799039,
+ "noisy_loss_mean": 0.6577337144931521
+ },
+ {
+ "train_step": 2608,
+ "loss": 0.7729731159532146,
+ "clean_loss": 0.7729314934855833,
+ "noisy_loss_mean": 0.7729869901090917
+ },
+ {
+ "train_step": 2609,
+ "loss": 0.5688206659746433,
+ "clean_loss": 0.5717268207116435,
+ "noisy_loss_mean": 0.5678519477289766
+ },
+ {
+ "train_step": 2610,
+ "loss": 0.7992933546111559,
+ "clean_loss": 0.8048073993579873,
+ "noisy_loss_mean": 0.7974553396955454
+ },
+ {
+ "train_step": 2611,
+ "loss": 0.43620008329197113,
+ "clean_loss": 0.4433351201128174,
+ "noisy_loss_mean": 0.43382173768502236
+ },
+ {
+ "train_step": 2612,
+ "loss": 0.6224035415875052,
+ "clean_loss": 0.6294435223650495,
+ "noisy_loss_mean": 0.6200568813283238
+ },
+ {
+ "train_step": 2613,
+ "loss": 0.383702731396186,
+ "clean_loss": 0.39012826980576454,
+ "noisy_loss_mean": 0.38156088525965987
+ },
+ {
+ "train_step": 2614,
+ "loss": 0.472907386197812,
+ "clean_loss": 0.459292228209635,
+ "noisy_loss_mean": 0.47744577219387097
+ },
+ {
+ "train_step": 2615,
+ "loss": 0.7506231230709427,
+ "clean_loss": 0.7258618517438926,
+ "noisy_loss_mean": 0.7588768801799594
+ },
+ {
+ "train_step": 2616,
+ "loss": 0.6667902546805958,
+ "clean_loss": 0.6569387071326387,
+ "noisy_loss_mean": 0.6700741038632483
+ },
+ {
+ "train_step": 2617,
+ "loss": 0.7128394885902833,
+ "clean_loss": 0.7119981838200053,
+ "noisy_loss_mean": 0.7131199235137093
+ },
+ {
+ "train_step": 2618,
+ "loss": 0.4717959687385741,
+ "clean_loss": 0.4524809040612655,
+ "noisy_loss_mean": 0.4782343236310103
+ },
+ {
+ "train_step": 2619,
+ "loss": 0.5495413200820493,
+ "clean_loss": 0.5526324984227764,
+ "noisy_loss_mean": 0.5485109273018068
+ },
+ {
+ "train_step": 2620,
+ "loss": 0.4898480425137528,
+ "clean_loss": 0.4923949191589723,
+ "noisy_loss_mean": 0.488999083632013
+ },
+ {
+ "train_step": 2621,
+ "loss": 0.5844852696860895,
+ "clean_loss": 0.5751395213879607,
+ "noisy_loss_mean": 0.5876005191187991
+ },
+ {
+ "train_step": 2622,
+ "loss": 0.5289228176299323,
+ "clean_loss": 0.522701778404939,
+ "noisy_loss_mean": 0.5309964973715967
+ },
+ {
+ "train_step": 2623,
+ "loss": 0.7170015217789176,
+ "clean_loss": 0.7317078020601775,
+ "noisy_loss_mean": 0.712099428351831
+ },
+ {
+ "train_step": 2624,
+ "loss": 0.7280508986982795,
+ "clean_loss": 0.7366035552261181,
+ "noisy_loss_mean": 0.7252000131890001
+ },
+ {
+ "train_step": 2625,
+ "loss": 0.5804840985580624,
+ "clean_loss": 0.5800594885450048,
+ "noisy_loss_mean": 0.5806256352290816
+ },
+ {
+ "train_step": 2626,
+ "loss": 0.8026163881230515,
+ "clean_loss": 0.8099443035745606,
+ "noisy_loss_mean": 0.8001737496392152
+ },
+ {
+ "train_step": 2627,
+ "loss": 0.7781404591750265,
+ "clean_loss": 0.7665952922786698,
+ "noisy_loss_mean": 0.7819888481404788
+ },
+ {
+ "train_step": 2628,
+ "loss": 0.6300149418089873,
+ "clean_loss": 0.6350367052507323,
+ "noisy_loss_mean": 0.6283410206617389
+ },
+ {
+ "train_step": 2629,
+ "loss": 0.6856985113146006,
+ "clean_loss": 0.6856071096517239,
+ "noisy_loss_mean": 0.6857289785355595
+ },
+ {
+ "train_step": 2630,
+ "loss": 0.5685483644591701,
+ "clean_loss": 0.5679091578768857,
+ "noisy_loss_mean": 0.5687614333199317
+ },
+ {
+ "train_step": 2631,
+ "loss": 0.5810570953252399,
+ "clean_loss": 0.5841989087644613,
+ "noisy_loss_mean": 0.5800098241788327
+ },
+ {
+ "train_step": 2632,
+ "loss": 0.493411436930916,
+ "clean_loss": 0.500983989054325,
+ "noisy_loss_mean": 0.4908872528897797
+ },
+ {
+ "train_step": 2633,
+ "loss": 0.5942112383453528,
+ "clean_loss": 0.6071037906783774,
+ "noisy_loss_mean": 0.5899137209010114
+ },
+ {
+ "train_step": 2634,
+ "loss": 0.49322136362112334,
+ "clean_loss": 0.4976786709669,
+ "noisy_loss_mean": 0.4917355945058645
+ },
+ {
+ "train_step": 2635,
+ "loss": 0.6513614767724488,
+ "clean_loss": 0.652528855878788,
+ "noisy_loss_mean": 0.6509723504036692
+ },
+ {
+ "train_step": 2636,
+ "loss": 0.5965441659719044,
+ "clean_loss": 0.6003004945425693,
+ "noisy_loss_mean": 0.5952920564483496
+ },
+ {
+ "train_step": 2637,
+ "loss": 0.49756519661756293,
+ "clean_loss": 0.486249470630156,
+ "noisy_loss_mean": 0.5013371052800321
+ },
+ {
+ "train_step": 2638,
+ "loss": 0.625437107130178,
+ "clean_loss": 0.614368906836895,
+ "noisy_loss_mean": 0.629126507227939
+ },
+ {
+ "train_step": 2639,
+ "loss": 0.4895552125950642,
+ "clean_loss": 0.4757365348514098,
+ "noisy_loss_mean": 0.49416143850961564
+ },
+ {
+ "train_step": 2640,
+ "loss": 0.7244104115208766,
+ "clean_loss": 0.7224309313900276,
+ "noisy_loss_mean": 0.7250702382311595
+ },
+ {
+ "train_step": 2641,
+ "loss": 0.6037946984434803,
+ "clean_loss": 0.5991205358874445,
+ "noisy_loss_mean": 0.6053527526288257
+ },
+ {
+ "train_step": 2642,
+ "loss": 0.5852388364106227,
+ "clean_loss": 0.5874072082023263,
+ "noisy_loss_mean": 0.5845160458133881
+ },
+ {
+ "train_step": 2643,
+ "loss": 0.6146452474857463,
+ "clean_loss": 0.6077204650932216,
+ "noisy_loss_mean": 0.6169535082832547
+ },
+ {
+ "train_step": 2644,
+ "loss": 0.6147767471783057,
+ "clean_loss": 0.6071753576676007,
+ "noisy_loss_mean": 0.617310543681874
+ },
+ {
+ "train_step": 2645,
+ "loss": 0.5099269900214997,
+ "clean_loss": 0.4939645454255241,
+ "noisy_loss_mean": 0.5152478048868249
+ },
+ {
+ "train_step": 2646,
+ "loss": 0.4322942089356062,
+ "clean_loss": 0.4318586545269376,
+ "noisy_loss_mean": 0.43243939373849577
+ },
+ {
+ "train_step": 2647,
+ "loss": 0.5485908921366769,
+ "clean_loss": 0.5613624593936813,
+ "noisy_loss_mean": 0.5443337030510088
+ },
+ {
+ "train_step": 2648,
+ "loss": 0.7312940943237438,
+ "clean_loss": 0.7313306014275844,
+ "noisy_loss_mean": 0.7312819252891303
+ },
+ {
+ "train_step": 2649,
+ "loss": 0.5951918627971531,
+ "clean_loss": 0.5929068686044063,
+ "noisy_loss_mean": 0.5959535275280686
+ },
+ {
+ "train_step": 2650,
+ "loss": 0.5914317308085972,
+ "clean_loss": 0.5826548590301039,
+ "noisy_loss_mean": 0.5943573547347616
+ },
+ {
+ "train_step": 2651,
+ "loss": 0.5344207705614514,
+ "clean_loss": 0.5396938802879272,
+ "noisy_loss_mean": 0.532663067319293
+ },
+ {
+ "train_step": 2652,
+ "loss": 0.5588448525982945,
+ "clean_loss": 0.5496282569214539,
+ "noisy_loss_mean": 0.5619170511572413
+ },
+ {
+ "train_step": 2653,
+ "loss": 0.47042081907935607,
+ "clean_loss": 0.4815083702414477,
+ "noisy_loss_mean": 0.4667249686919921
+ },
+ {
+ "train_step": 2654,
+ "loss": 0.6233431485778911,
+ "clean_loss": 0.620108296734479,
+ "noisy_loss_mean": 0.624421432525695
+ },
+ {
+ "train_step": 2655,
+ "loss": 0.6170343087599539,
+ "clean_loss": 0.6221722670937628,
+ "noisy_loss_mean": 0.6153216559820177
+ },
+ {
+ "train_step": 2656,
+ "loss": 0.8599240828041832,
+ "clean_loss": 0.8542378989929663,
+ "noisy_loss_mean": 0.8618194774079222
+ },
+ {
+ "train_step": 2657,
+ "loss": 0.44118652591585605,
+ "clean_loss": 0.4255174735311694,
+ "noisy_loss_mean": 0.4464095433774183
+ },
+ {
+ "train_step": 2658,
+ "loss": 0.7486671619812095,
+ "clean_loss": 0.7519141195965725,
+ "noisy_loss_mean": 0.7475848427760887
+ },
+ {
+ "train_step": 2659,
+ "loss": 0.619801313728309,
+ "clean_loss": 0.6155170747151166,
+ "noisy_loss_mean": 0.6212293933993732
+ },
+ {
+ "train_step": 2660,
+ "loss": 0.5814453234477779,
+ "clean_loss": 0.5706517195690407,
+ "noisy_loss_mean": 0.5850431914073569
+ },
+ {
+ "train_step": 2661,
+ "loss": 0.5552810930679843,
+ "clean_loss": 0.5635606692612352,
+ "noisy_loss_mean": 0.5525212343369009
+ },
+ {
+ "train_step": 2662,
+ "loss": 0.7622889465090189,
+ "clean_loss": 0.7620076037417709,
+ "noisy_loss_mean": 0.7623827274314351
+ },
+ {
+ "train_step": 2663,
+ "loss": 0.57327990022852,
+ "clean_loss": 0.5710202717945633,
+ "noisy_loss_mean": 0.5740331097065057
+ },
+ {
+ "train_step": 2664,
+ "loss": 0.3842787965295532,
+ "clean_loss": 0.3852724252202799,
+ "noisy_loss_mean": 0.38394758696597764
+ },
+ {
+ "train_step": 2665,
+ "loss": 0.5033898333240787,
+ "clean_loss": 0.5053200971825331,
+ "noisy_loss_mean": 0.5027464120379272
+ },
+ {
+ "train_step": 2666,
+ "loss": 0.5099782555809655,
+ "clean_loss": 0.5211035186122416,
+ "noisy_loss_mean": 0.5062698345705402
+ },
+ {
+ "train_step": 2667,
+ "loss": 0.7642551717642593,
+ "clean_loss": 0.7662771178131488,
+ "noisy_loss_mean": 0.7635811897479629
+ },
+ {
+ "train_step": 2668,
+ "loss": 0.6407862352335391,
+ "clean_loss": 0.6329029340303708,
+ "noisy_loss_mean": 0.6434140023012618
+ },
+ {
+ "train_step": 2669,
+ "loss": 0.6269271741331399,
+ "clean_loss": 0.6181685244944091,
+ "noisy_loss_mean": 0.6298467240127169
+ },
+ {
+ "train_step": 2670,
+ "loss": 0.5147314867993514,
+ "clean_loss": 0.5207723952954616,
+ "noisy_loss_mean": 0.5127178506339813
+ },
+ {
+ "train_step": 2671,
+ "loss": 0.40505876624943393,
+ "clean_loss": 0.38966115979235505,
+ "noisy_loss_mean": 0.4101913017351269
+ },
+ {
+ "train_step": 2672,
+ "loss": 0.24489901401384348,
+ "clean_loss": 0.23240613786590347,
+ "noisy_loss_mean": 0.24906330606315683
+ },
+ {
+ "train_step": 2673,
+ "loss": 0.45513680160524284,
+ "clean_loss": 0.4581646433583736,
+ "noisy_loss_mean": 0.4541275210208659
+ },
+ {
+ "train_step": 2674,
+ "loss": 0.5000537929262373,
+ "clean_loss": 0.49805377709299564,
+ "noisy_loss_mean": 0.5007204648706511
+ },
+ {
+ "train_step": 2675,
+ "loss": 0.4706655011414227,
+ "clean_loss": 0.4741031272476127,
+ "noisy_loss_mean": 0.46951962577269263
+ },
+ {
+ "train_step": 2676,
+ "loss": 0.6091738599317879,
+ "clean_loss": 0.6122203893150816,
+ "noisy_loss_mean": 0.6081583501373565
+ },
+ {
+ "train_step": 2677,
+ "loss": 0.5477291959311054,
+ "clean_loss": 0.5409254716439714,
+ "noisy_loss_mean": 0.5499971040268167
+ },
+ {
+ "train_step": 2678,
+ "loss": 0.5093765846516536,
+ "clean_loss": 0.5036347265125765,
+ "noisy_loss_mean": 0.5112905373646793
+ },
+ {
+ "train_step": 2679,
+ "loss": 0.6299854021977725,
+ "clean_loss": 0.6549100843051268,
+ "noisy_loss_mean": 0.6216771748286545
+ },
+ {
+ "train_step": 2680,
+ "loss": 0.5971007373714832,
+ "clean_loss": 0.5908531558729317,
+ "noisy_loss_mean": 0.5991832645376669
+ },
+ {
+ "train_step": 2681,
+ "loss": 0.4242224271557061,
+ "clean_loss": 0.42892543773591857,
+ "noisy_loss_mean": 0.42265475696230204
+ },
+ {
+ "train_step": 2682,
+ "loss": 0.7839479489582344,
+ "clean_loss": 0.7946991875688267,
+ "noisy_loss_mean": 0.7803642027547036
+ },
+ {
+ "train_step": 2683,
+ "loss": 0.5840693190255409,
+ "clean_loss": 0.5747981039596628,
+ "noisy_loss_mean": 0.5871597240475003
+ },
+ {
+ "train_step": 2684,
+ "loss": 0.43182115859687914,
+ "clean_loss": 0.42466495526366616,
+ "noisy_loss_mean": 0.43420655970795013
+ },
+ {
+ "train_step": 2685,
+ "loss": 0.5536503374918432,
+ "clean_loss": 0.5501865029285146,
+ "noisy_loss_mean": 0.5548049490129527
+ },
+ {
+ "train_step": 2686,
+ "loss": 0.42262041666342454,
+ "clean_loss": 0.4275823241928822,
+ "noisy_loss_mean": 0.4209664474869386
+ },
+ {
+ "train_step": 2687,
+ "loss": 0.7904215915229942,
+ "clean_loss": 0.7956909813416645,
+ "noisy_loss_mean": 0.7886651282501042
+ },
+ {
+ "train_step": 2688,
+ "loss": 0.5502210661334503,
+ "clean_loss": 0.5429649002107889,
+ "noisy_loss_mean": 0.5526397881076708
+ },
+ {
+ "train_step": 2689,
+ "loss": 0.5927146761373874,
+ "clean_loss": 0.5907367706579614,
+ "noisy_loss_mean": 0.5933739779638628
+ },
+ {
+ "train_step": 2690,
+ "loss": 0.4215288017777168,
+ "clean_loss": 0.4179845668427075,
+ "noisy_loss_mean": 0.42271021342271986
+ },
+ {
+ "train_step": 2691,
+ "loss": 0.6928413817359371,
+ "clean_loss": 0.689137311753086,
+ "noisy_loss_mean": 0.6940760717302208
+ },
+ {
+ "train_step": 2692,
+ "loss": 0.47934923411600683,
+ "clean_loss": 0.46616336947940235,
+ "noisy_loss_mean": 0.48374452232820836
+ },
+ {
+ "train_step": 2693,
+ "loss": 0.5743463670258526,
+ "clean_loss": 0.5750224489498369,
+ "noisy_loss_mean": 0.5741210063845245
+ },
+ {
+ "train_step": 2694,
+ "loss": 0.466590543251019,
+ "clean_loss": 0.4611582366448519,
+ "noisy_loss_mean": 0.4684013121197414
+ },
+ {
+ "train_step": 2695,
+ "loss": 0.6829754333123952,
+ "clean_loss": 0.6883579857593427,
+ "noisy_loss_mean": 0.6811812491634126
+ },
+ {
+ "train_step": 2696,
+ "loss": 0.35703153884696415,
+ "clean_loss": 0.35150236958805675,
+ "noisy_loss_mean": 0.3588745952666
+ },
+ {
+ "train_step": 2697,
+ "loss": 0.6291913416208363,
+ "clean_loss": 0.6261862213813176,
+ "noisy_loss_mean": 0.6301930483673427
+ },
+ {
+ "train_step": 2698,
+ "loss": 0.5984919353154146,
+ "clean_loss": 0.6032366782673093,
+ "noisy_loss_mean": 0.5969103543314497
+ },
+ {
+ "train_step": 2699,
+ "loss": 0.7043341160065237,
+ "clean_loss": 0.7051291054139003,
+ "noisy_loss_mean": 0.7040691195373983
+ },
+ {
+ "train_step": 2700,
+ "loss": 0.5247132056668511,
+ "clean_loss": 0.5259979645102364,
+ "noisy_loss_mean": 0.5242849527190558
+ },
+ {
+ "train_step": 2701,
+ "loss": 0.508437807341047,
+ "clean_loss": 0.5141311678229147,
+ "noisy_loss_mean": 0.5065400205137577
+ },
+ {
+ "train_step": 2702,
+ "loss": 0.502084901083951,
+ "clean_loss": 0.495495617650135,
+ "noisy_loss_mean": 0.5042813288952229
+ },
+ {
+ "train_step": 2703,
+ "loss": 0.5074579301044648,
+ "clean_loss": 0.5067590943390653,
+ "noisy_loss_mean": 0.5076908753595979
+ },
+ {
+ "train_step": 2704,
+ "loss": 0.6998013525343708,
+ "clean_loss": 0.696137011675542,
+ "noisy_loss_mean": 0.7010227994873137
+ },
+ {
+ "train_step": 2705,
+ "loss": 0.4117571309599745,
+ "clean_loss": 0.4092743251030968,
+ "noisy_loss_mean": 0.4125847329122671
+ },
+ {
+ "train_step": 2706,
+ "loss": 0.6487421215410241,
+ "clean_loss": 0.6511004823491111,
+ "noisy_loss_mean": 0.6479560012716618
+ },
+ {
+ "train_step": 2707,
+ "loss": 0.47337461122484265,
+ "clean_loss": 0.47253453900978626,
+ "noisy_loss_mean": 0.47365463529652807
+ },
+ {
+ "train_step": 2708,
+ "loss": 0.6474894360093684,
+ "clean_loss": 0.6504572941339551,
+ "noisy_loss_mean": 0.6465001499678394
+ },
+ {
+ "train_step": 2709,
+ "loss": 0.4296573999093007,
+ "clean_loss": 0.44034004932874676,
+ "noisy_loss_mean": 0.4260965167694854
+ },
+ {
+ "train_step": 2710,
+ "loss": 0.6910941073403998,
+ "clean_loss": 0.6952457387208408,
+ "noisy_loss_mean": 0.6897102302135861
+ },
+ {
+ "train_step": 2711,
+ "loss": 0.6610892185497423,
+ "clean_loss": 0.6554424108264179,
+ "noisy_loss_mean": 0.6629714877908505
+ },
+ {
+ "train_step": 2712,
+ "loss": 0.37591477807319695,
+ "clean_loss": 0.37555833054128734,
+ "noisy_loss_mean": 0.37603359391716684
+ },
+ {
+ "train_step": 2713,
+ "loss": 0.4156549325857853,
+ "clean_loss": 0.41482668225925345,
+ "noisy_loss_mean": 0.41593101602796256
+ },
+ {
+ "train_step": 2714,
+ "loss": 0.5783387036729459,
+ "clean_loss": 0.5764956674787932,
+ "noisy_loss_mean": 0.5789530490709969
+ },
+ {
+ "train_step": 2715,
+ "loss": 0.5434267509211617,
+ "clean_loss": 0.5521863274973678,
+ "noisy_loss_mean": 0.5405068920624262
+ },
+ {
+ "train_step": 2716,
+ "loss": 0.5662527708187678,
+ "clean_loss": 0.5678864366067129,
+ "noisy_loss_mean": 0.5657082155561194
+ },
+ {
+ "train_step": 2717,
+ "loss": 0.4049110578351032,
+ "clean_loss": 0.3947052718003826,
+ "noisy_loss_mean": 0.40831298651334347
+ },
+ {
+ "train_step": 2718,
+ "loss": 0.38776274980630854,
+ "clean_loss": 0.39131327565670787,
+ "noisy_loss_mean": 0.38657924118950876
+ },
+ {
+ "train_step": 2719,
+ "loss": 0.31474275861917866,
+ "clean_loss": 0.3190961814472663,
+ "noisy_loss_mean": 0.3132916176764828
+ },
+ {
+ "train_step": 2720,
+ "loss": 0.8389421800184718,
+ "clean_loss": 0.8352154293895835,
+ "noisy_loss_mean": 0.8401844302281013
+ },
+ {
+ "train_step": 2721,
+ "loss": 0.613912634485524,
+ "clean_loss": 0.6288406506749993,
+ "noisy_loss_mean": 0.6089366290890322
+ },
+ {
+ "train_step": 2722,
+ "loss": 0.40739071325054077,
+ "clean_loss": 0.40824131722749896,
+ "noisy_loss_mean": 0.4071071785915547
+ },
+ {
+ "train_step": 2723,
+ "loss": 0.5543100012800792,
+ "clean_loss": 0.5493539340888397,
+ "noisy_loss_mean": 0.5559620236771591
+ },
+ {
+ "train_step": 2724,
+ "loss": 0.5488654616288351,
+ "clean_loss": 0.5546957656471565,
+ "noisy_loss_mean": 0.5469220269560613
+ },
+ {
+ "train_step": 2725,
+ "loss": 0.5490430149484427,
+ "clean_loss": 0.5417756901593439,
+ "noisy_loss_mean": 0.5514654565448089
+ },
+ {
+ "train_step": 2726,
+ "loss": 0.7058351228206248,
+ "clean_loss": 0.6924757629060826,
+ "noisy_loss_mean": 0.710288242792139
+ },
+ {
+ "train_step": 2727,
+ "loss": 0.7253415861182967,
+ "clean_loss": 0.7104197215276467,
+ "noisy_loss_mean": 0.7303155409818466
+ },
+ {
+ "train_step": 2728,
+ "loss": 0.6115464286543721,
+ "clean_loss": 0.6052374089341581,
+ "noisy_loss_mean": 0.6136494352277767
+ },
+ {
+ "train_step": 2729,
+ "loss": 0.6225331443328801,
+ "clean_loss": 0.6118608040217589,
+ "noisy_loss_mean": 0.6260905911032538
+ },
+ {
+ "train_step": 2730,
+ "loss": 0.6131521337110992,
+ "clean_loss": 0.6064854345944222,
+ "noisy_loss_mean": 0.6153743667499917
+ },
+ {
+ "train_step": 2731,
+ "loss": 0.36043824571263117,
+ "clean_loss": 0.3680791881190213,
+ "noisy_loss_mean": 0.35789126491050105
+ },
+ {
+ "train_step": 2732,
+ "loss": 0.7914824738349224,
+ "clean_loss": 0.7911289996960569,
+ "noisy_loss_mean": 0.7916002985478775
+ },
+ {
+ "train_step": 2733,
+ "loss": 0.49912988685589144,
+ "clean_loss": 0.4969309845455524,
+ "noisy_loss_mean": 0.4998628542926711
+ },
+ {
+ "train_step": 2734,
+ "loss": 0.5209717006003829,
+ "clean_loss": 0.5275845352126476,
+ "noisy_loss_mean": 0.5187674223962946
+ },
+ {
+ "train_step": 2735,
+ "loss": 0.7470379973145822,
+ "clean_loss": 0.7584364061947875,
+ "noisy_loss_mean": 0.743238527687847
+ },
+ {
+ "train_step": 2736,
+ "loss": 0.6351135659057872,
+ "clean_loss": 0.6306160972192625,
+ "noisy_loss_mean": 0.6366127221346286
+ },
+ {
+ "train_step": 2737,
+ "loss": 0.6883593352502901,
+ "clean_loss": 0.6843310473856777,
+ "noisy_loss_mean": 0.6897020978718277
+ },
+ {
+ "train_step": 2738,
+ "loss": 0.4646911849157799,
+ "clean_loss": 0.46712752305857097,
+ "noisy_loss_mean": 0.4638790722015162
+ },
+ {
+ "train_step": 2739,
+ "loss": 0.6035319501301156,
+ "clean_loss": 0.6007785671669399,
+ "noisy_loss_mean": 0.6044497444511742
+ },
+ {
+ "train_step": 2740,
+ "loss": 0.4643270192643515,
+ "clean_loss": 0.45830875953188066,
+ "noisy_loss_mean": 0.4663331058418418
+ },
+ {
+ "train_step": 2741,
+ "loss": 0.7273730154246631,
+ "clean_loss": 0.723461266005889,
+ "noisy_loss_mean": 0.728676931897588
+ },
+ {
+ "train_step": 2742,
+ "loss": 0.6179368857430535,
+ "clean_loss": 0.6327471501838131,
+ "noisy_loss_mean": 0.6130001309294669
+ },
+ {
+ "train_step": 2743,
+ "loss": 0.4668868386921207,
+ "clean_loss": 0.46058300586577816,
+ "noisy_loss_mean": 0.4689881163009016
+ },
+ {
+ "train_step": 2744,
+ "loss": 0.7108802740176194,
+ "clean_loss": 0.7120138395348119,
+ "noisy_loss_mean": 0.7105024188452219
+ },
+ {
+ "train_step": 2745,
+ "loss": 0.45601059984044684,
+ "clean_loss": 0.45345697024632226,
+ "noisy_loss_mean": 0.45686180970515505
+ },
+ {
+ "train_step": 2746,
+ "loss": 0.6146823793229008,
+ "clean_loss": 0.6215413131527194,
+ "noisy_loss_mean": 0.6123960680462947
+ },
+ {
+ "train_step": 2747,
+ "loss": 0.7114110647123729,
+ "clean_loss": 0.7201802610890635,
+ "noisy_loss_mean": 0.7084879992534759
+ },
+ {
+ "train_step": 2748,
+ "loss": 0.4492715703045101,
+ "clean_loss": 0.44715431265809136,
+ "noisy_loss_mean": 0.4499773228533164
+ },
+ {
+ "train_step": 2749,
+ "loss": 0.5119932171027473,
+ "clean_loss": 0.5149324748027244,
+ "noisy_loss_mean": 0.5110134645360882
+ },
+ {
+ "train_step": 2750,
+ "loss": 0.6853669137905578,
+ "clean_loss": 0.6865254815139792,
+ "noisy_loss_mean": 0.6849807245494173
+ },
+ {
+ "train_step": 2751,
+ "loss": 0.6221573491487113,
+ "clean_loss": 0.6286054288603057,
+ "noisy_loss_mean": 0.6200079892448466
+ },
+ {
+ "train_step": 2752,
+ "loss": 0.6936357084260978,
+ "clean_loss": 0.6689192181792767,
+ "noisy_loss_mean": 0.7018745385083717
+ },
+ {
+ "train_step": 2753,
+ "loss": 0.5928099720437618,
+ "clean_loss": 0.5892806407250256,
+ "noisy_loss_mean": 0.5939864158166739
+ },
+ {
+ "train_step": 2754,
+ "loss": 0.4284002759148403,
+ "clean_loss": 0.43212660826299987,
+ "noisy_loss_mean": 0.4271581651321205
+ },
+ {
+ "train_step": 2755,
+ "loss": 0.7316073812687689,
+ "clean_loss": 0.744706260430682,
+ "noisy_loss_mean": 0.7272410882147979
+ },
+ {
+ "train_step": 2756,
+ "loss": 0.6122577440738701,
+ "clean_loss": 0.6057122985401967,
+ "noisy_loss_mean": 0.6144395592517614
+ },
+ {
+ "train_step": 2757,
+ "loss": 0.570569707639577,
+ "clean_loss": 0.5620808711193012,
+ "noisy_loss_mean": 0.5733993198130023
+ },
+ {
+ "train_step": 2758,
+ "loss": 0.8106755429613093,
+ "clean_loss": 0.8249482365619377,
+ "noisy_loss_mean": 0.8059179784277664
+ },
+ {
+ "train_step": 2759,
+ "loss": 0.7447300664436919,
+ "clean_loss": 0.7445377777025818,
+ "noisy_loss_mean": 0.7447941626907286
+ },
+ {
+ "train_step": 2760,
+ "loss": 0.637025215871867,
+ "clean_loss": 0.6352815390073305,
+ "noisy_loss_mean": 0.6376064414933791
+ },
+ {
+ "train_step": 2761,
+ "loss": 0.4749251964920097,
+ "clean_loss": 0.46933670736500266,
+ "noisy_loss_mean": 0.476788026201012
+ },
+ {
+ "train_step": 2762,
+ "loss": 0.579545989991254,
+ "clean_loss": 0.5778959149060232,
+ "noisy_loss_mean": 0.5800960150196642
+ },
+ {
+ "train_step": 2763,
+ "loss": 0.46010742229338986,
+ "clean_loss": 0.45308075248611257,
+ "noisy_loss_mean": 0.46244964556248225
+ },
+ {
+ "train_step": 2764,
+ "loss": 0.7517398433489988,
+ "clean_loss": 0.755590775310924,
+ "noisy_loss_mean": 0.7504561993616904
+ },
+ {
+ "train_step": 2765,
+ "loss": 0.6064234876822321,
+ "clean_loss": 0.6052211005428206,
+ "noisy_loss_mean": 0.6068242833953691
+ },
+ {
+ "train_step": 2766,
+ "loss": 0.7411160782877663,
+ "clean_loss": 0.7334309578639812,
+ "noisy_loss_mean": 0.7436777850956946
+ },
+ {
+ "train_step": 2767,
+ "loss": 0.6241437507755792,
+ "clean_loss": 0.6137890383657525,
+ "noisy_loss_mean": 0.6275953215788547
+ },
+ {
+ "train_step": 2768,
+ "loss": 0.46167279059617794,
+ "clean_loss": 0.45359273288520946,
+ "noisy_loss_mean": 0.46436614316650077
+ },
+ {
+ "train_step": 2769,
+ "loss": 0.40313078753866083,
+ "clean_loss": 0.4103734325439068,
+ "noisy_loss_mean": 0.4007165725369122
+ },
+ {
+ "train_step": 2770,
+ "loss": 0.4548522353678288,
+ "clean_loss": 0.44886046527785717,
+ "noisy_loss_mean": 0.45684949206448605
+ },
+ {
+ "train_step": 2771,
+ "loss": 0.5702079730424872,
+ "clean_loss": 0.5680436207400411,
+ "noisy_loss_mean": 0.570929423809969
+ },
+ {
+ "train_step": 2772,
+ "loss": 0.46376470559932625,
+ "clean_loss": 0.4584798819806338,
+ "noisy_loss_mean": 0.4655263134722237
+ },
+ {
+ "train_step": 2773,
+ "loss": 0.5700091130840951,
+ "clean_loss": 0.5698340569274366,
+ "noisy_loss_mean": 0.5700674651363146
+ },
+ {
+ "train_step": 2774,
+ "loss": 0.4784014071938218,
+ "clean_loss": 0.4753962325849411,
+ "noisy_loss_mean": 0.47940313206344864
+ },
+ {
+ "train_step": 2775,
+ "loss": 0.6078982766255053,
+ "clean_loss": 0.6158378716936608,
+ "noisy_loss_mean": 0.6052517449361202
+ },
+ {
+ "train_step": 2776,
+ "loss": 0.654193592746928,
+ "clean_loss": 0.6464558506637417,
+ "noisy_loss_mean": 0.6567728401079901
+ },
+ {
+ "train_step": 2777,
+ "loss": 0.6143204634544426,
+ "clean_loss": 0.6141287190500248,
+ "noisy_loss_mean": 0.6143843782559152
+ },
+ {
+ "train_step": 2778,
+ "loss": 0.561069592198796,
+ "clean_loss": 0.576658327612395,
+ "noisy_loss_mean": 0.5558733470609297
+ },
+ {
+ "train_step": 2779,
+ "loss": 0.6190105707567984,
+ "clean_loss": 0.6190047067022182,
+ "noisy_loss_mean": 0.6190125254416584
+ },
+ {
+ "train_step": 2780,
+ "loss": 0.48361896549245864,
+ "clean_loss": 0.4828323778701362,
+ "noisy_loss_mean": 0.48388116136656606
+ },
+ {
+ "train_step": 2781,
+ "loss": 0.5198158597163021,
+ "clean_loss": 0.5230014305425109,
+ "noisy_loss_mean": 0.5187540027742324
+ },
+ {
+ "train_step": 2782,
+ "loss": 0.6200894834737535,
+ "clean_loss": 0.6148621019617506,
+ "noisy_loss_mean": 0.6218319439777544
+ },
+ {
+ "train_step": 2783,
+ "loss": 0.563472249367668,
+ "clean_loss": 0.5379617433590483,
+ "noisy_loss_mean": 0.5719757513705414
+ },
+ {
+ "train_step": 2784,
+ "loss": 0.6618074714410007,
+ "clean_loss": 0.6817026768579144,
+ "noisy_loss_mean": 0.6551757363020294
+ },
+ {
+ "train_step": 2785,
+ "loss": 0.6976833274911753,
+ "clean_loss": 0.6946331766450409,
+ "noisy_loss_mean": 0.698700044439887
+ },
+ {
+ "train_step": 2786,
+ "loss": 0.39695382747315544,
+ "clean_loss": 0.4016753470173989,
+ "noisy_loss_mean": 0.3953799876250743
+ },
+ {
+ "train_step": 2787,
+ "loss": 0.7170517464427468,
+ "clean_loss": 0.7145341037785665,
+ "noisy_loss_mean": 0.7178909606641403
+ },
+ {
+ "train_step": 2788,
+ "loss": 0.5323740593800197,
+ "clean_loss": 0.5301305675827441,
+ "noisy_loss_mean": 0.5331218899791116
+ },
+ {
+ "train_step": 2789,
+ "loss": 0.4936494940505761,
+ "clean_loss": 0.49535887361795494,
+ "noisy_loss_mean": 0.49307970086144987
+ },
+ {
+ "train_step": 2790,
+ "loss": 0.5975725373022807,
+ "clean_loss": 0.5823792795986481,
+ "noisy_loss_mean": 0.6026369565368249
+ },
+ {
+ "train_step": 2791,
+ "loss": 0.5547259944327101,
+ "clean_loss": 0.564123413479492,
+ "noisy_loss_mean": 0.551593521417116
+ },
+ {
+ "train_step": 2792,
+ "loss": 0.5496051121451209,
+ "clean_loss": 0.5562280627744942,
+ "noisy_loss_mean": 0.5473974619353298
+ },
+ {
+ "train_step": 2793,
+ "loss": 0.5342229550033116,
+ "clean_loss": 0.5350399269959362,
+ "noisy_loss_mean": 0.5339506310057702
+ },
+ {
+ "train_step": 2794,
+ "loss": 0.5491010011794174,
+ "clean_loss": 0.5372280683063829,
+ "noisy_loss_mean": 0.5530586454704288
+ },
+ {
+ "train_step": 2795,
+ "loss": 0.3583563195474142,
+ "clean_loss": 0.35339006111885235,
+ "noisy_loss_mean": 0.36001173902360145
+ },
+ {
+ "train_step": 2796,
+ "loss": 0.414905672328892,
+ "clean_loss": 0.4135284137531958,
+ "noisy_loss_mean": 0.41536475852079074
+ },
+ {
+ "train_step": 2797,
+ "loss": 0.6406804780989559,
+ "clean_loss": 0.6437335168033631,
+ "noisy_loss_mean": 0.6396627985308202
+ },
+ {
+ "train_step": 2798,
+ "loss": 0.6141876188775426,
+ "clean_loss": 0.6116115115063708,
+ "noisy_loss_mean": 0.6150463213345999
+ },
+ {
+ "train_step": 2799,
+ "loss": 0.6482537276915279,
+ "clean_loss": 0.6344451228965942,
+ "noisy_loss_mean": 0.6528565959565057
+ },
+ {
+ "train_step": 2800,
+ "loss": 0.7055210958811345,
+ "clean_loss": 0.6986797401762557,
+ "noisy_loss_mean": 0.7078015477827608
+ },
+ {
+ "train_step": 2801,
+ "loss": 0.405587023391165,
+ "clean_loss": 0.374686620060909,
+ "noisy_loss_mean": 0.4158871578345836
+ },
+ {
+ "train_step": 2802,
+ "loss": 0.6957692219242132,
+ "clean_loss": 0.7105812127149659,
+ "noisy_loss_mean": 0.6908318916606287
+ },
+ {
+ "train_step": 2803,
+ "loss": 0.5815088640979997,
+ "clean_loss": 0.5824827395573197,
+ "noisy_loss_mean": 0.5811842389448931
+ },
+ {
+ "train_step": 2804,
+ "loss": 0.7603099656935608,
+ "clean_loss": 0.7751204028956554,
+ "noisy_loss_mean": 0.7553731532928625
+ },
+ {
+ "train_step": 2805,
+ "loss": 0.681684091868089,
+ "clean_loss": 0.6757056953682491,
+ "noisy_loss_mean": 0.6836768907013689
+ },
+ {
+ "train_step": 2806,
+ "loss": 0.5123902362243166,
+ "clean_loss": 0.5136162270614892,
+ "noisy_loss_mean": 0.5119815726119258
+ },
+ {
+ "train_step": 2807,
+ "loss": 0.5339456002364328,
+ "clean_loss": 0.5314235078672701,
+ "noisy_loss_mean": 0.5347862976928205
+ },
+ {
+ "train_step": 2808,
+ "loss": 0.5613606806272743,
+ "clean_loss": 0.5684426014602568,
+ "noisy_loss_mean": 0.5590000403496134
+ },
+ {
+ "train_step": 2809,
+ "loss": 0.5128119607363608,
+ "clean_loss": 0.5138277510303795,
+ "noisy_loss_mean": 0.512473363971688
+ },
+ {
+ "train_step": 2810,
+ "loss": 0.5540143400386626,
+ "clean_loss": 0.5552812809212346,
+ "noisy_loss_mean": 0.5535920264111386
+ },
+ {
+ "train_step": 2811,
+ "loss": 0.4265187199825322,
+ "clean_loss": 0.4258511236142834,
+ "noisy_loss_mean": 0.42674125210528185
+ },
+ {
+ "train_step": 2812,
+ "loss": 0.6107907162772273,
+ "clean_loss": 0.6148526900873971,
+ "noisy_loss_mean": 0.6094367250071707
+ },
+ {
+ "train_step": 2813,
+ "loss": 0.664990222267489,
+ "clean_loss": 0.6659695067580658,
+ "noisy_loss_mean": 0.6646637941039634
+ },
+ {
+ "train_step": 2814,
+ "loss": 0.6121038288966694,
+ "clean_loss": 0.6198201132530904,
+ "noisy_loss_mean": 0.6095317341111958
+ },
+ {
+ "train_step": 2815,
+ "loss": 0.6076929579157735,
+ "clean_loss": 0.6080284377039389,
+ "noisy_loss_mean": 0.6075811313197182
+ },
+ {
+ "train_step": 2816,
+ "loss": 0.35715587300873963,
+ "clean_loss": 0.35274081110803857,
+ "noisy_loss_mean": 0.3586275603089733
+ },
+ {
+ "train_step": 2817,
+ "loss": 0.42570811067103626,
+ "clean_loss": 0.42172389506178315,
+ "noisy_loss_mean": 0.42703618254078735
+ },
+ {
+ "train_step": 2818,
+ "loss": 0.3611380885409833,
+ "clean_loss": 0.37237496595246544,
+ "noisy_loss_mean": 0.3573924627371559
+ },
+ {
+ "train_step": 2819,
+ "loss": 0.5674306395066291,
+ "clean_loss": 0.5765680296025111,
+ "noisy_loss_mean": 0.5643848428080017
+ },
+ {
+ "train_step": 2820,
+ "loss": 0.43155612237859853,
+ "clean_loss": 0.4355949320069281,
+ "noisy_loss_mean": 0.43020985250248867
+ },
+ {
+ "train_step": 2821,
+ "loss": 0.6087663647101134,
+ "clean_loss": 0.6018129321088794,
+ "noisy_loss_mean": 0.6110841755771913
+ },
+ {
+ "train_step": 2822,
+ "loss": 0.6196784149611455,
+ "clean_loss": 0.6068035078261472,
+ "noisy_loss_mean": 0.6239700506728116
+ },
+ {
+ "train_step": 2823,
+ "loss": 0.6716745274553338,
+ "clean_loss": 0.6660640691641788,
+ "noisy_loss_mean": 0.6735446802190522
+ },
+ {
+ "train_step": 2824,
+ "loss": 0.40946426703136096,
+ "clean_loss": 0.404572464763103,
+ "noisy_loss_mean": 0.4110948677874469
+ },
+ {
+ "train_step": 2825,
+ "loss": 0.5318379669042681,
+ "clean_loss": 0.528577868491284,
+ "noisy_loss_mean": 0.5329246663752627
+ },
+ {
+ "train_step": 2826,
+ "loss": 0.6838477641008338,
+ "clean_loss": 0.6838938095550379,
+ "noisy_loss_mean": 0.683832415616099
+ },
+ {
+ "train_step": 2827,
+ "loss": 0.5140273046922408,
+ "clean_loss": 0.5199503880024552,
+ "noisy_loss_mean": 0.512052943588836
+ },
+ {
+ "train_step": 2828,
+ "loss": 0.6525033501605418,
+ "clean_loss": 0.6559654467759812,
+ "noisy_loss_mean": 0.6513493179553954
+ },
+ {
+ "train_step": 2829,
+ "loss": 0.5502637220725985,
+ "clean_loss": 0.5520853436148154,
+ "noisy_loss_mean": 0.5496565148918595
+ },
+ {
+ "train_step": 2830,
+ "loss": 0.6694367577539405,
+ "clean_loss": 0.6716186277444618,
+ "noisy_loss_mean": 0.6687094677571
+ },
+ {
+ "train_step": 2831,
+ "loss": 0.5962855160140725,
+ "clean_loss": 0.5987895111653296,
+ "noisy_loss_mean": 0.5954508509636535
+ },
+ {
+ "train_step": 2832,
+ "loss": 0.689836410738039,
+ "clean_loss": 0.6970074643386333,
+ "noisy_loss_mean": 0.6874460595378409
+ },
+ {
+ "train_step": 2833,
+ "loss": 0.6034054042733721,
+ "clean_loss": 0.609488759492736,
+ "noisy_loss_mean": 0.6013776192002508
+ },
+ {
+ "train_step": 2834,
+ "loss": 0.3057040176317731,
+ "clean_loss": 0.29863233447530113,
+ "noisy_loss_mean": 0.30806124535059703
+ },
+ {
+ "train_step": 2835,
+ "loss": 0.4774013452965059,
+ "clean_loss": 0.4739006916272388,
+ "noisy_loss_mean": 0.4785682298529283
+ },
+ {
+ "train_step": 2836,
+ "loss": 0.5973694060534807,
+ "clean_loss": 0.613362840113498,
+ "noisy_loss_mean": 0.5920382613668081
+ },
+ {
+ "train_step": 2837,
+ "loss": 0.5116921626362687,
+ "clean_loss": 0.511968322796352,
+ "noisy_loss_mean": 0.5116001092495742
+ },
+ {
+ "train_step": 2838,
+ "loss": 0.517857817758395,
+ "clean_loss": 0.5124214786509744,
+ "noisy_loss_mean": 0.519669930794202
+ },
+ {
+ "train_step": 2839,
+ "loss": 0.5134382971942628,
+ "clean_loss": 0.4961903126804776,
+ "noisy_loss_mean": 0.5191876253655244
+ },
+ {
+ "train_step": 2840,
+ "loss": 0.5870644724347669,
+ "clean_loss": 0.5928229504971971,
+ "noisy_loss_mean": 0.5851449797472902
+ },
+ {
+ "train_step": 2841,
+ "loss": 0.6665872985231034,
+ "clean_loss": 0.6550588616098494,
+ "noisy_loss_mean": 0.6704301108275215
+ },
+ {
+ "train_step": 2842,
+ "loss": 0.45920718432481744,
+ "clean_loss": 0.4584824440929432,
+ "noisy_loss_mean": 0.45944876440210886
+ },
+ {
+ "train_step": 2843,
+ "loss": 0.5148585400024079,
+ "clean_loss": 0.5160012860425189,
+ "noisy_loss_mean": 0.5144776246557043
+ },
+ {
+ "train_step": 2844,
+ "loss": 0.5033350124011944,
+ "clean_loss": 0.4954680509594513,
+ "noisy_loss_mean": 0.5059573328817755
+ },
+ {
+ "train_step": 2845,
+ "loss": 0.4674145893549193,
+ "clean_loss": 0.46029978578737185,
+ "noisy_loss_mean": 0.4697861905441018
+ },
+ {
+ "train_step": 2846,
+ "loss": 0.6996994761284518,
+ "clean_loss": 0.6993120374802123,
+ "noisy_loss_mean": 0.6998286223445317
+ },
+ {
+ "train_step": 2847,
+ "loss": 0.6191936743631221,
+ "clean_loss": 0.5912908959035147,
+ "noisy_loss_mean": 0.6284946005163247
+ },
+ {
+ "train_step": 2848,
+ "loss": 0.5547419316552009,
+ "clean_loss": 0.5459985706345684,
+ "noisy_loss_mean": 0.5576563853287452
+ },
+ {
+ "train_step": 2849,
+ "loss": 0.3698466113891453,
+ "clean_loss": 0.3761881927617598,
+ "noisy_loss_mean": 0.36773275093160723
+ },
+ {
+ "train_step": 2850,
+ "loss": 0.42792317568165805,
+ "clean_loss": 0.42843749732261927,
+ "noisy_loss_mean": 0.4277517351346711
+ },
+ {
+ "train_step": 2851,
+ "loss": 0.796357756176751,
+ "clean_loss": 0.7977416513700449,
+ "noisy_loss_mean": 0.7958964577789863
+ },
+ {
+ "train_step": 2852,
+ "loss": 0.5159246935625647,
+ "clean_loss": 0.5037859317539944,
+ "noisy_loss_mean": 0.5199709474987547
+ },
+ {
+ "train_step": 2853,
+ "loss": 0.44026018354884633,
+ "clean_loss": 0.4434630532101616,
+ "noisy_loss_mean": 0.4391925603284079
+ },
+ {
+ "train_step": 2854,
+ "loss": 0.4376742154575088,
+ "clean_loss": 0.441791676051286,
+ "noisy_loss_mean": 0.4363017285929163
+ },
+ {
+ "train_step": 2855,
+ "loss": 0.5437485745246389,
+ "clean_loss": 0.5544645330639292,
+ "noisy_loss_mean": 0.5401765883448756
+ },
+ {
+ "train_step": 2856,
+ "loss": 0.5680048349804097,
+ "clean_loss": 0.559082608164289,
+ "noisy_loss_mean": 0.5709789105857831
+ },
+ {
+ "train_step": 2857,
+ "loss": 0.49698325035873037,
+ "clean_loss": 0.4930304633299229,
+ "noisy_loss_mean": 0.4983008460349995
+ },
+ {
+ "train_step": 2858,
+ "loss": 0.3632899951070656,
+ "clean_loss": 0.35428403362532424,
+ "noisy_loss_mean": 0.3662919822676461
+ },
+ {
+ "train_step": 2859,
+ "loss": 0.49904344022408026,
+ "clean_loss": 0.4972268804953675,
+ "noisy_loss_mean": 0.4996489601336512
+ },
+ {
+ "train_step": 2860,
+ "loss": 0.6437956365158175,
+ "clean_loss": 0.6565970616777641,
+ "noisy_loss_mean": 0.6395284947951687
+ },
+ {
+ "train_step": 2861,
+ "loss": 0.49475232508495043,
+ "clean_loss": 0.5023752036414684,
+ "noisy_loss_mean": 0.4922113655661111
+ },
+ {
+ "train_step": 2862,
+ "loss": 0.829411012835684,
+ "clean_loss": 0.8153174213183443,
+ "noisy_loss_mean": 0.8341088766747973
+ },
+ {
+ "train_step": 2863,
+ "loss": 0.4817244349459162,
+ "clean_loss": 0.47471274454084444,
+ "noisy_loss_mean": 0.4840616650809401
+ },
+ {
+ "train_step": 2864,
+ "loss": 0.4811587719058335,
+ "clean_loss": 0.47897815410169975,
+ "noisy_loss_mean": 0.48188564450721144
+ },
+ {
+ "train_step": 2865,
+ "loss": 0.34586690698825184,
+ "clean_loss": 0.34843805656310955,
+ "noisy_loss_mean": 0.345009857129966
+ },
+ {
+ "train_step": 2866,
+ "loss": 0.6269957756687695,
+ "clean_loss": 0.6281070646667719,
+ "noisy_loss_mean": 0.6266253460027688
+ },
+ {
+ "train_step": 2867,
+ "loss": 0.6101927412729433,
+ "clean_loss": 0.609558378213609,
+ "noisy_loss_mean": 0.6104041956260549
+ },
+ {
+ "train_step": 2868,
+ "loss": 0.5050750290144886,
+ "clean_loss": 0.5170238887205105,
+ "noisy_loss_mean": 0.501092075779148
+ },
+ {
+ "train_step": 2869,
+ "loss": 0.5845857768433025,
+ "clean_loss": 0.5973570996588446,
+ "noisy_loss_mean": 0.5803286692381219
+ },
+ {
+ "train_step": 2870,
+ "loss": 0.3920939071112357,
+ "clean_loss": 0.39704582614264344,
+ "noisy_loss_mean": 0.3904432674340998
+ },
+ {
+ "train_step": 2871,
+ "loss": 0.5558091071715151,
+ "clean_loss": 0.5576397974703874,
+ "noisy_loss_mean": 0.5551988770718911
+ },
+ {
+ "train_step": 2872,
+ "loss": 0.5100348283038332,
+ "clean_loss": 0.5205963084192893,
+ "noisy_loss_mean": 0.5065143349320145
+ },
+ {
+ "train_step": 2873,
+ "loss": 0.4602346466563847,
+ "clean_loss": 0.4599057495499336,
+ "noisy_loss_mean": 0.4603442790252017
+ },
+ {
+ "train_step": 2874,
+ "loss": 0.7980417429270669,
+ "clean_loss": 0.7882973597742297,
+ "noisy_loss_mean": 0.8012898706446793
+ },
+ {
+ "train_step": 2875,
+ "loss": 0.5393985238754866,
+ "clean_loss": 0.5399741545436375,
+ "noisy_loss_mean": 0.5392066469861029
+ },
+ {
+ "train_step": 2876,
+ "loss": 0.658682654448506,
+ "clean_loss": 0.6715104330677911,
+ "noisy_loss_mean": 0.6544067282420777
+ },
+ {
+ "train_step": 2877,
+ "loss": 0.649614731663192,
+ "clean_loss": 0.6507901425141143,
+ "noisy_loss_mean": 0.649222928046218
+ },
+ {
+ "train_step": 2878,
+ "loss": 0.3748841941322891,
+ "clean_loss": 0.3784887772195744,
+ "noisy_loss_mean": 0.3736826664365273
+ },
+ {
+ "train_step": 2879,
+ "loss": 0.5345919374176256,
+ "clean_loss": 0.5376839090473245,
+ "noisy_loss_mean": 0.533561280207726
+ },
+ {
+ "train_step": 2880,
+ "loss": 0.560854146927454,
+ "clean_loss": 0.5690931796231209,
+ "noisy_loss_mean": 0.5581078026955649
+ },
+ {
+ "train_step": 2881,
+ "loss": 0.33501366607238864,
+ "clean_loss": 0.3310249111929269,
+ "noisy_loss_mean": 0.33634325103220925
+ },
+ {
+ "train_step": 2882,
+ "loss": 0.4183997836526184,
+ "clean_loss": 0.4174504651094353,
+ "noisy_loss_mean": 0.41871622316701274
+ },
+ {
+ "train_step": 2883,
+ "loss": 0.690991900017271,
+ "clean_loss": 0.6944629342355262,
+ "noisy_loss_mean": 0.6898348886111859
+ },
+ {
+ "train_step": 2884,
+ "loss": 0.5954618307707886,
+ "clean_loss": 0.5968289254645435,
+ "noisy_loss_mean": 0.5950061325395369
+ },
+ {
+ "train_step": 2885,
+ "loss": 0.5332026091731469,
+ "clean_loss": 0.521285327002976,
+ "noisy_loss_mean": 0.5371750365632039
+ },
+ {
+ "train_step": 2886,
+ "loss": 0.6044912753049435,
+ "clean_loss": 0.6046509754679744,
+ "noisy_loss_mean": 0.6044380419172665
+ },
+ {
+ "train_step": 2887,
+ "loss": 0.6928494024863704,
+ "clean_loss": 0.6995766297537892,
+ "noisy_loss_mean": 0.6906069933972306
+ },
+ {
+ "train_step": 2888,
+ "loss": 0.6917169342201664,
+ "clean_loss": 0.709029524846662,
+ "noisy_loss_mean": 0.6859460706780013
+ },
+ {
+ "train_step": 2889,
+ "loss": 0.3467597952432655,
+ "clean_loss": 0.3397752392142961,
+ "noisy_loss_mean": 0.34908798058625523
+ },
+ {
+ "train_step": 2890,
+ "loss": 0.7215150708699312,
+ "clean_loss": 0.7243979757255341,
+ "noisy_loss_mean": 0.7205541025847303
+ },
+ {
+ "train_step": 2891,
+ "loss": 0.562738738307172,
+ "clean_loss": 0.5536488824325311,
+ "noisy_loss_mean": 0.5657686902653856
+ },
+ {
+ "train_step": 2892,
+ "loss": 0.3610408989329242,
+ "clean_loss": 0.3607140167621391,
+ "noisy_loss_mean": 0.3611498596565192
+ },
+ {
+ "train_step": 2893,
+ "loss": 0.5671424586429182,
+ "clean_loss": 0.5764692096839329,
+ "noisy_loss_mean": 0.5640335416292466
+ },
+ {
+ "train_step": 2894,
+ "loss": 0.5070415016795199,
+ "clean_loss": 0.5134962590301969,
+ "noisy_loss_mean": 0.5048899158959609
+ },
+ {
+ "train_step": 2895,
+ "loss": 0.6510397177830874,
+ "clean_loss": 0.6554635395178505,
+ "noisy_loss_mean": 0.6495651105381665
+ },
+ {
+ "train_step": 2896,
+ "loss": 0.5543371467714313,
+ "clean_loss": 0.5499235313078144,
+ "noisy_loss_mean": 0.5558083519259703
+ },
+ {
+ "train_step": 2897,
+ "loss": 0.48585265081567286,
+ "clean_loss": 0.4930714244416682,
+ "noisy_loss_mean": 0.48344639294034103
+ },
+ {
+ "train_step": 2898,
+ "loss": 0.6886761258576991,
+ "clean_loss": 0.6839500049614221,
+ "noisy_loss_mean": 0.6902514994897914
+ },
+ {
+ "train_step": 2899,
+ "loss": 0.3042489951295442,
+ "clean_loss": 0.30423805995622183,
+ "noisy_loss_mean": 0.3042526401873183
+ },
+ {
+ "train_step": 2900,
+ "loss": 0.5054679462614008,
+ "clean_loss": 0.5083016993660561,
+ "noisy_loss_mean": 0.5045233618931825
+ },
+ {
+ "train_step": 2901,
+ "loss": 0.6289629578545252,
+ "clean_loss": 0.6155714510437643,
+ "noisy_loss_mean": 0.6334267934581121
+ },
+ {
+ "train_step": 2902,
+ "loss": 0.55682625917685,
+ "clean_loss": 0.5567747904248573,
+ "noisy_loss_mean": 0.5568434154275143
+ },
+ {
+ "train_step": 2903,
+ "loss": 0.6975134881670539,
+ "clean_loss": 0.6943795209068779,
+ "noisy_loss_mean": 0.6985581439204459
+ },
+ {
+ "train_step": 2904,
+ "loss": 0.632147077756912,
+ "clean_loss": 0.6331331914158136,
+ "noisy_loss_mean": 0.631818373203945
+ },
+ {
+ "train_step": 2905,
+ "loss": 0.6076773379543114,
+ "clean_loss": 0.5856673486402592,
+ "noisy_loss_mean": 0.6150140010589955
+ },
+ {
+ "train_step": 2906,
+ "loss": 0.46951134140844963,
+ "clean_loss": 0.47969921145398403,
+ "noisy_loss_mean": 0.4661153847266048
+ },
+ {
+ "train_step": 2907,
+ "loss": 0.46640909146199183,
+ "clean_loss": 0.46898473229879895,
+ "noisy_loss_mean": 0.46555054451638944
+ },
+ {
+ "train_step": 2908,
+ "loss": 0.46068867107876743,
+ "clean_loss": 0.4490574536010138,
+ "noisy_loss_mean": 0.46456574357135194
+ },
+ {
+ "train_step": 2909,
+ "loss": 0.6523776030736583,
+ "clean_loss": 0.6594138431181384,
+ "noisy_loss_mean": 0.6500321897254983
+ },
+ {
+ "train_step": 2910,
+ "loss": 0.6144927791872544,
+ "clean_loss": 0.6282071928944242,
+ "noisy_loss_mean": 0.6099213079515312
+ },
+ {
+ "train_step": 2911,
+ "loss": 0.4868964442179842,
+ "clean_loss": 0.4939172878881912,
+ "noisy_loss_mean": 0.4845561629945818
+ },
+ {
+ "train_step": 2912,
+ "loss": 0.46823040389157145,
+ "clean_loss": 0.4561340197963485,
+ "noisy_loss_mean": 0.47226253192331247
+ },
+ {
+ "train_step": 2913,
+ "loss": 0.4581480231479018,
+ "clean_loss": 0.4702410943540321,
+ "noisy_loss_mean": 0.454116999412525
+ },
+ {
+ "train_step": 2914,
+ "loss": 0.4852176362631473,
+ "clean_loss": 0.47645963043999895,
+ "noisy_loss_mean": 0.48813697153753005
+ },
+ {
+ "train_step": 2915,
+ "loss": 0.5535358953631667,
+ "clean_loss": 0.5549116496492978,
+ "noisy_loss_mean": 0.553077310601123
+ },
+ {
+ "train_step": 2916,
+ "loss": 0.7368229587842121,
+ "clean_loss": 0.741499648078983,
+ "noisy_loss_mean": 0.7352640623526218
+ },
+ {
+ "train_step": 2917,
+ "loss": 0.7509204230247377,
+ "clean_loss": 0.7356654664073111,
+ "noisy_loss_mean": 0.75600540856388
+ },
+ {
+ "train_step": 2918,
+ "loss": 0.6268301239448164,
+ "clean_loss": 0.6288051010614749,
+ "noisy_loss_mean": 0.6261717982392636
+ },
+ {
+ "train_step": 2919,
+ "loss": 0.33010532159247563,
+ "clean_loss": 0.3319735534266698,
+ "noisy_loss_mean": 0.3294825776477442
+ },
+ {
+ "train_step": 2920,
+ "loss": 0.5794082359786548,
+ "clean_loss": 0.5751517899879675,
+ "noisy_loss_mean": 0.580827051308884
+ },
+ {
+ "train_step": 2921,
+ "loss": 0.6015099245761744,
+ "clean_loss": 0.5969857081049881,
+ "noisy_loss_mean": 0.6030179967332364
+ },
+ {
+ "train_step": 2922,
+ "loss": 0.7688632915994076,
+ "clean_loss": 0.7733853067738755,
+ "noisy_loss_mean": 0.7673559532079185
+ },
+ {
+ "train_step": 2923,
+ "loss": 0.54870056515931,
+ "clean_loss": 0.5572919720464762,
+ "noisy_loss_mean": 0.545836762863588
+ },
+ {
+ "train_step": 2924,
+ "loss": 0.6560019562315296,
+ "clean_loss": 0.6531375825351384,
+ "noisy_loss_mean": 0.6569567474636598
+ },
+ {
+ "train_step": 2925,
+ "loss": 0.3996232687322382,
+ "clean_loss": 0.3822270604144805,
+ "noisy_loss_mean": 0.4054220048381574
+ },
+ {
+ "train_step": 2926,
+ "loss": 0.625132674876167,
+ "clean_loss": 0.6307106155834803,
+ "noisy_loss_mean": 0.6232733613070626
+ },
+ {
+ "train_step": 2927,
+ "loss": 0.5506766743516796,
+ "clean_loss": 0.5650597339965989,
+ "noisy_loss_mean": 0.5458823211367064
+ },
+ {
+ "train_step": 2928,
+ "loss": 0.6701657524634723,
+ "clean_loss": 0.6731400528363732,
+ "noisy_loss_mean": 0.6691743190058387
+ },
+ {
+ "train_step": 2929,
+ "loss": 0.5573506066070197,
+ "clean_loss": 0.5517592468850073,
+ "noisy_loss_mean": 0.5592143931810238
+ },
+ {
+ "train_step": 2930,
+ "loss": 0.31192577430799456,
+ "clean_loss": 0.31790638812049093,
+ "noisy_loss_mean": 0.3099322363704958
+ },
+ {
+ "train_step": 2931,
+ "loss": 0.6276953158308416,
+ "clean_loss": 0.6334826663401185,
+ "noisy_loss_mean": 0.625766198994416
+ },
+ {
+ "train_step": 2932,
+ "loss": 0.5776488085061934,
+ "clean_loss": 0.5806822540330684,
+ "noisy_loss_mean": 0.576637659997235
+ },
+ {
+ "train_step": 2933,
+ "loss": 0.5093938216072903,
+ "clean_loss": 0.5082502820130905,
+ "noisy_loss_mean": 0.5097750014720236
+ },
+ {
+ "train_step": 2934,
+ "loss": 0.5235102289328859,
+ "clean_loss": 0.518771983348912,
+ "noisy_loss_mean": 0.5250896441275439
+ },
+ {
+ "train_step": 2935,
+ "loss": 0.4305221730975897,
+ "clean_loss": 0.4363727679970195,
+ "noisy_loss_mean": 0.4285719747977797
+ },
+ {
+ "train_step": 2936,
+ "loss": 0.8243151451601414,
+ "clean_loss": 0.8145515277746028,
+ "noisy_loss_mean": 0.8275696842886542
+ },
+ {
+ "train_step": 2937,
+ "loss": 0.6955635619768461,
+ "clean_loss": 0.7029318242447561,
+ "noisy_loss_mean": 0.6931074745542093
+ },
+ {
+ "train_step": 2938,
+ "loss": 0.8171567988690166,
+ "clean_loss": 0.8292155602254018,
+ "noisy_loss_mean": 0.8131372117502216
+ },
+ {
+ "train_step": 2939,
+ "loss": 0.7317035692355434,
+ "clean_loss": 0.7414850502310433,
+ "noisy_loss_mean": 0.7284430755703766
+ },
+ {
+ "train_step": 2940,
+ "loss": 0.4736318709316508,
+ "clean_loss": 0.487267799711032,
+ "noisy_loss_mean": 0.4690865613385238
+ },
+ {
+ "train_step": 2941,
+ "loss": 0.5598990907617492,
+ "clean_loss": 0.5588588410889348,
+ "noisy_loss_mean": 0.5602458406526872
+ },
+ {
+ "train_step": 2942,
+ "loss": 0.5660848528701767,
+ "clean_loss": 0.5636319147524342,
+ "noisy_loss_mean": 0.5669024989094242
+ },
+ {
+ "train_step": 2943,
+ "loss": 0.6877719874386113,
+ "clean_loss": 0.6768752193139549,
+ "noisy_loss_mean": 0.6914042434801635
+ },
+ {
+ "train_step": 2944,
+ "loss": 0.6459352763974937,
+ "clean_loss": 0.6521033158288224,
+ "noisy_loss_mean": 0.6438792632537175
+ },
+ {
+ "train_step": 2945,
+ "loss": 0.49677453942259603,
+ "clean_loss": 0.5044183918072064,
+ "noisy_loss_mean": 0.4942265886277259
+ },
+ {
+ "train_step": 2946,
+ "loss": 0.639673294157824,
+ "clean_loss": 0.6411743201343325,
+ "noisy_loss_mean": 0.6391729521656546
+ },
+ {
+ "train_step": 2947,
+ "loss": 0.816715586324528,
+ "clean_loss": 0.8033890613010024,
+ "noisy_loss_mean": 0.82115776133237
+ },
+ {
+ "train_step": 2948,
+ "loss": 0.7073424279439746,
+ "clean_loss": 0.7024542638088913,
+ "noisy_loss_mean": 0.7089718159890025
+ },
+ {
+ "train_step": 2949,
+ "loss": 0.545829970187256,
+ "clean_loss": 0.5542469626400551,
+ "noisy_loss_mean": 0.5430243060363228
+ },
+ {
+ "train_step": 2950,
+ "loss": 0.46928618593686794,
+ "clean_loss": 0.4669874720055971,
+ "noisy_loss_mean": 0.47005242391395824
+ },
+ {
+ "train_step": 2951,
+ "loss": 0.5539991832797462,
+ "clean_loss": 0.555618025496862,
+ "noisy_loss_mean": 0.5534595692073742
+ },
+ {
+ "train_step": 2952,
+ "loss": 0.6613374748646826,
+ "clean_loss": 0.6498941160481282,
+ "noisy_loss_mean": 0.6651519278035342
+ },
+ {
+ "train_step": 2953,
+ "loss": 0.5572981484776441,
+ "clean_loss": 0.5747456458270892,
+ "noisy_loss_mean": 0.551482316027829
+ },
+ {
+ "train_step": 2954,
+ "loss": 0.6556733681026383,
+ "clean_loss": 0.6609152749123041,
+ "noisy_loss_mean": 0.6539260658327498
+ },
+ {
+ "train_step": 2955,
+ "loss": 0.6708776064230662,
+ "clean_loss": 0.6774581081513178,
+ "noisy_loss_mean": 0.6686841058469822
+ },
+ {
+ "train_step": 2956,
+ "loss": 0.5934939835165538,
+ "clean_loss": 0.5950507107307104,
+ "noisy_loss_mean": 0.5929750744451684
+ },
+ {
+ "train_step": 2957,
+ "loss": 0.5807211257437057,
+ "clean_loss": 0.5743219517402363,
+ "noisy_loss_mean": 0.5828541837448621
+ },
+ {
+ "train_step": 2958,
+ "loss": 0.61027345983969,
+ "clean_loss": 0.605814542700261,
+ "noisy_loss_mean": 0.611759765552833
+ },
+ {
+ "train_step": 2959,
+ "loss": 0.5338924610740373,
+ "clean_loss": 0.5144718173572764,
+ "noisy_loss_mean": 0.5403660089796243
+ },
+ {
+ "train_step": 2960,
+ "loss": 0.5960491048352368,
+ "clean_loss": 0.6042078382343048,
+ "noisy_loss_mean": 0.5933295270355473
+ },
+ {
+ "train_step": 2961,
+ "loss": 0.332650072990362,
+ "clean_loss": 0.3427390008428956,
+ "noisy_loss_mean": 0.3292870970395175
+ },
+ {
+ "train_step": 2962,
+ "loss": 0.5796599938691646,
+ "clean_loss": 0.5755766047274241,
+ "noisy_loss_mean": 0.5810211235830781
+ },
+ {
+ "train_step": 2963,
+ "loss": 0.6169403873607658,
+ "clean_loss": 0.6181575411113039,
+ "noisy_loss_mean": 0.6165346694439199
+ },
+ {
+ "train_step": 2964,
+ "loss": 0.654831527816375,
+ "clean_loss": 0.6543023660020922,
+ "noisy_loss_mean": 0.6550079150878027
+ },
+ {
+ "train_step": 2965,
+ "loss": 0.5383606165696613,
+ "clean_loss": 0.5341510175055355,
+ "noisy_loss_mean": 0.5397638162577031
+ },
+ {
+ "train_step": 2966,
+ "loss": 0.6414193132472892,
+ "clean_loss": 0.6412190184845725,
+ "noisy_loss_mean": 0.6414860781681948
+ },
+ {
+ "train_step": 2967,
+ "loss": 0.6023171442544029,
+ "clean_loss": 0.602577488172525,
+ "noisy_loss_mean": 0.6022303629483621
+ },
+ {
+ "train_step": 2968,
+ "loss": 0.503808612993292,
+ "clean_loss": 0.5018876213503453,
+ "noisy_loss_mean": 0.5044489435409409
+ },
+ {
+ "train_step": 2969,
+ "loss": 0.627748282465692,
+ "clean_loss": 0.6173038154634558,
+ "noisy_loss_mean": 0.6312297714664373
+ },
+ {
+ "train_step": 2970,
+ "loss": 0.8234722768303915,
+ "clean_loss": 0.8260480012718083,
+ "noisy_loss_mean": 0.8226137020165859
+ },
+ {
+ "train_step": 2971,
+ "loss": 0.3932574712153701,
+ "clean_loss": 0.38673636435949654,
+ "noisy_loss_mean": 0.3954311735006613
+ },
+ {
+ "train_step": 2972,
+ "loss": 0.49665778538329186,
+ "clean_loss": 0.5008797891794443,
+ "noisy_loss_mean": 0.49525045078457436
+ },
+ {
+ "train_step": 2973,
+ "loss": 0.619198979004409,
+ "clean_loss": 0.6116667990491239,
+ "noisy_loss_mean": 0.6217097056561708
+ },
+ {
+ "train_step": 2974,
+ "loss": 0.4643415822897049,
+ "clean_loss": 0.4586512736782331,
+ "noisy_loss_mean": 0.46623835182686224
+ },
+ {
+ "train_step": 2975,
+ "loss": 0.21606783646784514,
+ "clean_loss": 0.21145728056176766,
+ "noisy_loss_mean": 0.21760468843653766
+ },
+ {
+ "train_step": 2976,
+ "loss": 0.3131166151960301,
+ "clean_loss": 0.3131321243292573,
+ "noisy_loss_mean": 0.3131114454849544
+ },
+ {
+ "train_step": 2977,
+ "loss": 0.42788628626889536,
+ "clean_loss": 0.4396771245027904,
+ "noisy_loss_mean": 0.4239560068575971
+ },
+ {
+ "train_step": 2978,
+ "loss": 0.45016794674376703,
+ "clean_loss": 0.45233505565683196,
+ "noisy_loss_mean": 0.44944557710607863
+ },
+ {
+ "train_step": 2979,
+ "loss": 0.6689165708473743,
+ "clean_loss": 0.6672242493271795,
+ "noisy_loss_mean": 0.6694806780207726
+ },
+ {
+ "train_step": 2980,
+ "loss": 0.909167764029881,
+ "clean_loss": 0.9020801336800135,
+ "noisy_loss_mean": 0.9115303074798368
+ },
+ {
+ "train_step": 2981,
+ "loss": 0.6164771254617887,
+ "clean_loss": 0.5954118507574684,
+ "noisy_loss_mean": 0.6234988836965621
+ },
+ {
+ "train_step": 2982,
+ "loss": 0.5775987039111354,
+ "clean_loss": 0.568976627760659,
+ "noisy_loss_mean": 0.5804727292946277
+ },
+ {
+ "train_step": 2983,
+ "loss": 0.6102888388816657,
+ "clean_loss": 0.5962993880654222,
+ "noisy_loss_mean": 0.6149519891537469
+ },
+ {
+ "train_step": 2984,
+ "loss": 0.621470706637895,
+ "clean_loss": 0.6271330393945542,
+ "noisy_loss_mean": 0.6195832623856753
+ },
+ {
+ "train_step": 2985,
+ "loss": 0.5205975129852731,
+ "clean_loss": 0.5152770054572375,
+ "noisy_loss_mean": 0.5223710154946183
+ },
+ {
+ "train_step": 2986,
+ "loss": 0.4970175525138317,
+ "clean_loss": 0.4705480671828725,
+ "noisy_loss_mean": 0.5058407142908181
+ },
+ {
+ "train_step": 2987,
+ "loss": 0.6227071465147976,
+ "clean_loss": 0.6257120014212194,
+ "noisy_loss_mean": 0.6217055282126571
+ },
+ {
+ "train_step": 2988,
+ "loss": 0.5166628784651666,
+ "clean_loss": 0.5175967414155166,
+ "noisy_loss_mean": 0.5163515908150499
+ },
+ {
+ "train_step": 2989,
+ "loss": 0.5411343425158517,
+ "clean_loss": 0.5339901589393851,
+ "noisy_loss_mean": 0.5435157370413406
+ },
+ {
+ "train_step": 2990,
+ "loss": 0.543262079851035,
+ "clean_loss": 0.5331429053216618,
+ "noisy_loss_mean": 0.5466351380274929
+ },
+ {
+ "train_step": 2991,
+ "loss": 0.59302667283293,
+ "clean_loss": 0.5917088746405593,
+ "noisy_loss_mean": 0.5934659388970536
+ },
+ {
+ "train_step": 2992,
+ "loss": 0.30265652767425655,
+ "clean_loss": 0.3049011812729018,
+ "noisy_loss_mean": 0.3019083098080415
+ },
+ {
+ "train_step": 2993,
+ "loss": 0.7382629988833693,
+ "clean_loss": 0.7291119411742615,
+ "noisy_loss_mean": 0.7413133514530719
+ },
+ {
+ "train_step": 2994,
+ "loss": 0.5621418269609548,
+ "clean_loss": 0.5471692015710714,
+ "noisy_loss_mean": 0.567132702090916
+ },
+ {
+ "train_step": 2995,
+ "loss": 0.644829544130078,
+ "clean_loss": 0.6305110709030756,
+ "noisy_loss_mean": 0.6496023685390787
+ },
+ {
+ "train_step": 2996,
+ "loss": 0.757952213326753,
+ "clean_loss": 0.752844030561651,
+ "noisy_loss_mean": 0.7596549409151203
+ },
+ {
+ "train_step": 2997,
+ "loss": 0.6221321808780151,
+ "clean_loss": 0.6260937680567272,
+ "noisy_loss_mean": 0.6208116518184443
+ },
+ {
+ "train_step": 2998,
+ "loss": 0.2202342634439446,
+ "clean_loss": 0.21468684446225647,
+ "noisy_loss_mean": 0.22208340310450728
+ },
+ {
+ "train_step": 2999,
+ "loss": 0.6734347952935501,
+ "clean_loss": 0.6844858071800349,
+ "noisy_loss_mean": 0.6697511246647218
+ },
+ {
+ "train_step": 3000,
+ "loss": 0.4169612772901613,
+ "clean_loss": 0.4222425217968069,
+ "noisy_loss_mean": 0.4152008624546128
+ },
+ {
+ "train_step": 3001,
+ "loss": 0.4250205789222729,
+ "clean_loss": 0.42476659386306664,
+ "noisy_loss_mean": 0.42510524060867505
+ },
+ {
+ "train_step": 3002,
+ "loss": 0.43691029599900805,
+ "clean_loss": 0.44452583886461877,
+ "noisy_loss_mean": 0.43437178171047114
+ },
+ {
+ "train_step": 3003,
+ "loss": 0.5562968417823511,
+ "clean_loss": 0.5558013453922972,
+ "noisy_loss_mean": 0.5564620072457025
+ },
+ {
+ "train_step": 3004,
+ "loss": 0.4601675061309531,
+ "clean_loss": 0.4584029561496236,
+ "noisy_loss_mean": 0.4607556894580629
+ },
+ {
+ "train_step": 3005,
+ "loss": 0.3817120817992137,
+ "clean_loss": 0.37903145247843706,
+ "noisy_loss_mean": 0.3826056249061392
+ },
+ {
+ "train_step": 3006,
+ "loss": 0.37329808746273957,
+ "clean_loss": 0.37067512992946383,
+ "noisy_loss_mean": 0.3741724066404981
+ },
+ {
+ "train_step": 3007,
+ "loss": 0.5338702956933477,
+ "clean_loss": 0.5379815441461591,
+ "noisy_loss_mean": 0.5324998795424105
+ },
+ {
+ "train_step": 3008,
+ "loss": 0.4963950080968671,
+ "clean_loss": 0.49403250765125517,
+ "noisy_loss_mean": 0.49718250824540444
+ },
+ {
+ "train_step": 3009,
+ "loss": 0.675478775073252,
+ "clean_loss": 0.6670449468572672,
+ "noisy_loss_mean": 0.6782900511452471
+ },
+ {
+ "train_step": 3010,
+ "loss": 0.36732812727778796,
+ "clean_loss": 0.36183264436191526,
+ "noisy_loss_mean": 0.36915995491641224
+ },
+ {
+ "train_step": 3011,
+ "loss": 0.5826334387135208,
+ "clean_loss": 0.5903033508873082,
+ "noisy_loss_mean": 0.5800768013222585
+ },
+ {
+ "train_step": 3012,
+ "loss": 0.4570605034495817,
+ "clean_loss": 0.46917255778215367,
+ "noisy_loss_mean": 0.4530231520053911
+ },
+ {
+ "train_step": 3013,
+ "loss": 0.5667995936419838,
+ "clean_loss": 0.5674313147719523,
+ "noisy_loss_mean": 0.5665890199319943
+ },
+ {
+ "train_step": 3014,
+ "loss": 0.5436912245512717,
+ "clean_loss": 0.5424663382130122,
+ "noisy_loss_mean": 0.5440995199973583
+ },
+ {
+ "train_step": 3015,
+ "loss": 0.608844685179501,
+ "clean_loss": 0.6110151416633725,
+ "noisy_loss_mean": 0.6081211996848771
+ },
+ {
+ "train_step": 3016,
+ "loss": 0.5394552417000854,
+ "clean_loss": 0.5405009114621597,
+ "noisy_loss_mean": 0.5391066851127273
+ },
+ {
+ "train_step": 3017,
+ "loss": 0.6907173977359209,
+ "clean_loss": 0.6863800432264138,
+ "noisy_loss_mean": 0.6921631825724234
+ },
+ {
+ "train_step": 3018,
+ "loss": 0.7138866794323128,
+ "clean_loss": 0.7069823980734703,
+ "noisy_loss_mean": 0.716188106551927
+ },
+ {
+ "train_step": 3019,
+ "loss": 0.48918404493995693,
+ "clean_loss": 0.4914107535928054,
+ "noisy_loss_mean": 0.48844180872234083
+ },
+ {
+ "train_step": 3020,
+ "loss": 0.5993605722807641,
+ "clean_loss": 0.5842965184442152,
+ "noisy_loss_mean": 0.6043819235596138
+ },
+ {
+ "train_step": 3021,
+ "loss": 0.46918930594740405,
+ "clean_loss": 0.468938869598329,
+ "noisy_loss_mean": 0.46927278473042916
+ },
+ {
+ "train_step": 3022,
+ "loss": 0.4850711680651573,
+ "clean_loss": 0.4891429112383382,
+ "noisy_loss_mean": 0.4837139203407637
+ },
+ {
+ "train_step": 3023,
+ "loss": 0.43688999469113,
+ "clean_loss": 0.43399514307219433,
+ "noisy_loss_mean": 0.43785494523077517
+ },
+ {
+ "train_step": 3024,
+ "loss": 0.5941890341788052,
+ "clean_loss": 0.592549260524706,
+ "noisy_loss_mean": 0.5947356253968382
+ },
+ {
+ "train_step": 3025,
+ "loss": 0.5112183326809174,
+ "clean_loss": 0.5118246186490869,
+ "noisy_loss_mean": 0.5110162373581942
+ },
+ {
+ "train_step": 3026,
+ "loss": 0.4480561021615806,
+ "clean_loss": 0.4471573605614427,
+ "noisy_loss_mean": 0.4483556826949599
+ },
+ {
+ "train_step": 3027,
+ "loss": 0.5845764725899164,
+ "clean_loss": 0.5950382137694427,
+ "noisy_loss_mean": 0.5810892255300742
+ },
+ {
+ "train_step": 3028,
+ "loss": 0.4856107003342718,
+ "clean_loss": 0.4894404905459985,
+ "noisy_loss_mean": 0.4843341035970295
+ },
+ {
+ "train_step": 3029,
+ "loss": 0.6767257731550363,
+ "clean_loss": 0.6717296539921844,
+ "noisy_loss_mean": 0.6783911462093203
+ },
+ {
+ "train_step": 3030,
+ "loss": 0.485218176190913,
+ "clean_loss": 0.4892951713171934,
+ "noisy_loss_mean": 0.48385917781548615
+ },
+ {
+ "train_step": 3031,
+ "loss": 0.6113754551751878,
+ "clean_loss": 0.599855698077454,
+ "noisy_loss_mean": 0.6152153742077657
+ },
+ {
+ "train_step": 3032,
+ "loss": 0.5552201244157092,
+ "clean_loss": 0.560503625159431,
+ "noisy_loss_mean": 0.5534589575011353
+ },
+ {
+ "train_step": 3033,
+ "loss": 0.5669665146319617,
+ "clean_loss": 0.551795812710439,
+ "noisy_loss_mean": 0.5720234152724692
+ },
+ {
+ "train_step": 3034,
+ "loss": 0.5524179494033806,
+ "clean_loss": 0.5614980592709743,
+ "noisy_loss_mean": 0.5493912461141828
+ },
+ {
+ "train_step": 3035,
+ "loss": 0.514199555526299,
+ "clean_loss": 0.5057127655279815,
+ "noisy_loss_mean": 0.5170284855257382
+ },
+ {
+ "train_step": 3036,
+ "loss": 0.6452757725990406,
+ "clean_loss": 0.6319864198304288,
+ "noisy_loss_mean": 0.6497055568552444
+ },
+ {
+ "train_step": 3037,
+ "loss": 0.47902489416019584,
+ "clean_loss": 0.4794994749425192,
+ "noisy_loss_mean": 0.47886670056608804
+ },
+ {
+ "train_step": 3038,
+ "loss": 0.6134831087436269,
+ "clean_loss": 0.6156532757645876,
+ "noisy_loss_mean": 0.6127597197366399
+ },
+ {
+ "train_step": 3039,
+ "loss": 0.37180002435987386,
+ "clean_loss": 0.35710933850637655,
+ "noisy_loss_mean": 0.376696919644373
+ },
+ {
+ "train_step": 3040,
+ "loss": 0.5642515571816942,
+ "clean_loss": 0.562831539397962,
+ "noisy_loss_mean": 0.5647248964429382
+ },
+ {
+ "train_step": 3041,
+ "loss": 0.709035923973546,
+ "clean_loss": 0.7074176286153449,
+ "noisy_loss_mean": 0.709575355759613
+ },
+ {
+ "train_step": 3042,
+ "loss": 0.6277478314706655,
+ "clean_loss": 0.6289996973338455,
+ "noisy_loss_mean": 0.6273305428496054
+ },
+ {
+ "train_step": 3043,
+ "loss": 0.6834044587098922,
+ "clean_loss": 0.6852077592147113,
+ "noisy_loss_mean": 0.6828033585416192
+ },
+ {
+ "train_step": 3044,
+ "loss": 0.6513880070964713,
+ "clean_loss": 0.6406192303949475,
+ "noisy_loss_mean": 0.6549775993303125
+ },
+ {
+ "train_step": 3045,
+ "loss": 0.5888430600626353,
+ "clean_loss": 0.5870075582567587,
+ "noisy_loss_mean": 0.5894548939979276
+ },
+ {
+ "train_step": 3046,
+ "loss": 0.5139068677259424,
+ "clean_loss": 0.5104559964396402,
+ "noisy_loss_mean": 0.5150571581547099
+ },
+ {
+ "train_step": 3047,
+ "loss": 0.47501253237393437,
+ "clean_loss": 0.4686558825201771,
+ "noisy_loss_mean": 0.4771314156585201
+ },
+ {
+ "train_step": 3048,
+ "loss": 0.4913062030467688,
+ "clean_loss": 0.48974287236390224,
+ "noisy_loss_mean": 0.49182731327439105
+ },
+ {
+ "train_step": 3049,
+ "loss": 0.6693694337733838,
+ "clean_loss": 0.659291595268774,
+ "noisy_loss_mean": 0.6727287132749202
+ },
+ {
+ "train_step": 3050,
+ "loss": 0.5727352668409691,
+ "clean_loss": 0.5735659771793431,
+ "noisy_loss_mean": 0.5724583633948445
+ },
+ {
+ "train_step": 3051,
+ "loss": 0.5421005478659044,
+ "clean_loss": 0.5315781030790021,
+ "noisy_loss_mean": 0.5456080294615385
+ },
+ {
+ "train_step": 3052,
+ "loss": 0.5383212643779227,
+ "clean_loss": 0.5405423625854161,
+ "noisy_loss_mean": 0.5375808983087583
+ },
+ {
+ "train_step": 3053,
+ "loss": 0.6129902745188086,
+ "clean_loss": 0.606968855157775,
+ "noisy_loss_mean": 0.6149974143058198
+ },
+ {
+ "train_step": 3054,
+ "loss": 0.5712026516755342,
+ "clean_loss": 0.5505975215041511,
+ "noisy_loss_mean": 0.5780710283993286
+ },
+ {
+ "train_step": 3055,
+ "loss": 0.5115458185759171,
+ "clean_loss": 0.4997787213352421,
+ "noisy_loss_mean": 0.5154681843228087
+ },
+ {
+ "train_step": 3056,
+ "loss": 0.488604096915538,
+ "clean_loss": 0.48995044629790496,
+ "noisy_loss_mean": 0.48815531378808236
+ },
+ {
+ "train_step": 3057,
+ "loss": 0.5238004661967353,
+ "clean_loss": 0.5140918930053272,
+ "noisy_loss_mean": 0.5270366572605379
+ },
+ {
+ "train_step": 3058,
+ "loss": 0.5798447834425612,
+ "clean_loss": 0.5784762600531544,
+ "noisy_loss_mean": 0.5803009579056968
+ },
+ {
+ "train_step": 3059,
+ "loss": 0.6863007807122976,
+ "clean_loss": 0.7047022500384542,
+ "noisy_loss_mean": 0.6801669576035788
+ },
+ {
+ "train_step": 3060,
+ "loss": 0.36991330939201367,
+ "clean_loss": 0.3709548398834141,
+ "noisy_loss_mean": 0.3695661325615469
+ },
+ {
+ "train_step": 3061,
+ "loss": 0.6110251877886632,
+ "clean_loss": 0.5945570722681799,
+ "noisy_loss_mean": 0.6165145596288243
+ },
+ {
+ "train_step": 3062,
+ "loss": 0.5887846087085281,
+ "clean_loss": 0.5874484367705501,
+ "noisy_loss_mean": 0.5892299993545208
+ },
+ {
+ "train_step": 3063,
+ "loss": 0.4207181001294856,
+ "clean_loss": 0.4241174756157158,
+ "noisy_loss_mean": 0.4195849749674088
+ },
+ {
+ "train_step": 3064,
+ "loss": 0.5702609889275027,
+ "clean_loss": 0.5749038572695584,
+ "noisy_loss_mean": 0.5687133661468174
+ },
+ {
+ "train_step": 3065,
+ "loss": 0.4062368632294238,
+ "clean_loss": 0.40912650645133625,
+ "noisy_loss_mean": 0.40527364882211964
+ },
+ {
+ "train_step": 3066,
+ "loss": 0.45409778704913334,
+ "clean_loss": 0.45257782105698785,
+ "noisy_loss_mean": 0.4546044423798485
+ },
+ {
+ "train_step": 3067,
+ "loss": 0.4602220949494427,
+ "clean_loss": 0.44913934661144267,
+ "noisy_loss_mean": 0.46391634439544277
+ },
+ {
+ "train_step": 3068,
+ "loss": 0.6193337412986458,
+ "clean_loss": 0.6234588408934364,
+ "noisy_loss_mean": 0.6179587081003823
+ },
+ {
+ "train_step": 3069,
+ "loss": 0.297978861629793,
+ "clean_loss": 0.3037098923758671,
+ "noisy_loss_mean": 0.29606851804776824
+ },
+ {
+ "train_step": 3070,
+ "loss": 0.7474516102569543,
+ "clean_loss": 0.7655477093216789,
+ "noisy_loss_mean": 0.7414195772353794
+ },
+ {
+ "train_step": 3071,
+ "loss": 0.49723269898579514,
+ "clean_loss": 0.4951204674644495,
+ "noisy_loss_mean": 0.497936776159577
+ },
+ {
+ "train_step": 3072,
+ "loss": 0.47962040198267664,
+ "clean_loss": 0.48227390732918246,
+ "noisy_loss_mean": 0.478735900200508
+ },
+ {
+ "train_step": 3073,
+ "loss": 0.577216414210495,
+ "clean_loss": 0.5710312379525523,
+ "noisy_loss_mean": 0.5792781396298091
+ },
+ {
+ "train_step": 3074,
+ "loss": 0.44411381629122637,
+ "clean_loss": 0.4412718206344014,
+ "noisy_loss_mean": 0.4450611481768347
+ },
+ {
+ "train_step": 3075,
+ "loss": 0.4400563976434867,
+ "clean_loss": 0.4501353798556385,
+ "noisy_loss_mean": 0.4366967369061028
+ },
+ {
+ "train_step": 3076,
+ "loss": 0.7075170818568445,
+ "clean_loss": 0.7019432561342411,
+ "noisy_loss_mean": 0.7093750237643789
+ },
+ {
+ "train_step": 3077,
+ "loss": 0.4051082852354042,
+ "clean_loss": 0.40497106313592535,
+ "noisy_loss_mean": 0.4051540259352305
+ },
+ {
+ "train_step": 3078,
+ "loss": 0.6861530844826245,
+ "clean_loss": 0.699224122060778,
+ "noisy_loss_mean": 0.6817960719565733
+ },
+ {
+ "train_step": 3079,
+ "loss": 0.6005571120715132,
+ "clean_loss": 0.6083293439469035,
+ "noisy_loss_mean": 0.5979663681130498
+ },
+ {
+ "train_step": 3080,
+ "loss": 0.5274571182175749,
+ "clean_loss": 0.5302077520244466,
+ "noisy_loss_mean": 0.5265402402819511
+ },
+ {
+ "train_step": 3081,
+ "loss": 0.39662563032890064,
+ "clean_loss": 0.3918150872043636,
+ "noisy_loss_mean": 0.39822914470374626
+ },
+ {
+ "train_step": 3082,
+ "loss": 0.505690445347351,
+ "clean_loss": 0.4817054138562013,
+ "noisy_loss_mean": 0.5136854558444007
+ },
+ {
+ "train_step": 3083,
+ "loss": 0.476452571244311,
+ "clean_loss": 0.47554350424623193,
+ "noisy_loss_mean": 0.47675559357700403
+ },
+ {
+ "train_step": 3084,
+ "loss": 0.7221580294299867,
+ "clean_loss": 0.7126342468142819,
+ "noisy_loss_mean": 0.7253326236352217
+ },
+ {
+ "train_step": 3085,
+ "loss": 0.7154243068904044,
+ "clean_loss": 0.6994812929733827,
+ "noisy_loss_mean": 0.720738644862745
+ },
+ {
+ "train_step": 3086,
+ "loss": 0.6648709258728723,
+ "clean_loss": 0.6452380121737122,
+ "noisy_loss_mean": 0.671415230439259
+ },
+ {
+ "train_step": 3087,
+ "loss": 0.5115380532819749,
+ "clean_loss": 0.5078305224128685,
+ "noisy_loss_mean": 0.5127738969050103
+ },
+ {
+ "train_step": 3088,
+ "loss": 0.5675624445488083,
+ "clean_loss": 0.57549265469215,
+ "noisy_loss_mean": 0.5649190411676944
+ },
+ {
+ "train_step": 3089,
+ "loss": 0.596774959775846,
+ "clean_loss": 0.5940616212967691,
+ "noisy_loss_mean": 0.5976794059355383
+ },
+ {
+ "train_step": 3090,
+ "loss": 0.642906820705913,
+ "clean_loss": 0.6226584769158265,
+ "noisy_loss_mean": 0.6496562686359417
+ },
+ {
+ "train_step": 3091,
+ "loss": 0.7884898800060712,
+ "clean_loss": 0.8118749236379461,
+ "noisy_loss_mean": 0.780694865462113
+ },
+ {
+ "train_step": 3092,
+ "loss": 0.6467990987670913,
+ "clean_loss": 0.6532664418754669,
+ "noisy_loss_mean": 0.6446433177309662
+ },
+ {
+ "train_step": 3093,
+ "loss": 0.4135803363606258,
+ "clean_loss": 0.41754217527972726,
+ "noisy_loss_mean": 0.412259723387592
+ },
+ {
+ "train_step": 3094,
+ "loss": 0.9077647620549104,
+ "clean_loss": 0.9049380716122405,
+ "noisy_loss_mean": 0.9087069922024672
+ },
+ {
+ "train_step": 3095,
+ "loss": 0.48458589352409415,
+ "clean_loss": 0.48739227928964146,
+ "noisy_loss_mean": 0.483650431602245
+ },
+ {
+ "train_step": 3096,
+ "loss": 0.615505266825044,
+ "clean_loss": 0.6191631675904188,
+ "noisy_loss_mean": 0.6142859665699192
+ },
+ {
+ "train_step": 3097,
+ "loss": 0.36706031346145374,
+ "clean_loss": 0.3616530831253124,
+ "noisy_loss_mean": 0.3688627235735009
+ },
+ {
+ "train_step": 3098,
+ "loss": 0.7731181734881599,
+ "clean_loss": 0.7720174778619495,
+ "noisy_loss_mean": 0.7734850720302301
+ },
+ {
+ "train_step": 3099,
+ "loss": 0.44528800119950346,
+ "clean_loss": 0.43754969045087255,
+ "noisy_loss_mean": 0.4478674381157137
+ },
+ {
+ "train_step": 3100,
+ "loss": 0.5748393727004846,
+ "clean_loss": 0.5706397647893542,
+ "noisy_loss_mean": 0.5762392420041946
+ },
+ {
+ "train_step": 3101,
+ "loss": 0.3635935318613194,
+ "clean_loss": 0.36193656960753057,
+ "noisy_loss_mean": 0.36414585261258225
+ },
+ {
+ "train_step": 3102,
+ "loss": 0.618383870327931,
+ "clean_loss": 0.6091984272483396,
+ "noisy_loss_mean": 0.6214456846877948
+ },
+ {
+ "train_step": 3103,
+ "loss": 0.6159181506484676,
+ "clean_loss": 0.6124702255679618,
+ "noisy_loss_mean": 0.6170674590086361
+ },
+ {
+ "train_step": 3104,
+ "loss": 0.6112049283330834,
+ "clean_loss": 0.6079005926919571,
+ "noisy_loss_mean": 0.6123063735467921
+ },
+ {
+ "train_step": 3105,
+ "loss": 0.4659748894871518,
+ "clean_loss": 0.4671614991171897,
+ "noisy_loss_mean": 0.46557935294380587
+ },
+ {
+ "train_step": 3106,
+ "loss": 0.7824245000544124,
+ "clean_loss": 0.7869610678364896,
+ "noisy_loss_mean": 0.78091231079372
+ },
+ {
+ "train_step": 3107,
+ "loss": 0.5417162527741939,
+ "clean_loss": 0.5356690759645516,
+ "noisy_loss_mean": 0.543731978377408
+ },
+ {
+ "train_step": 3108,
+ "loss": 0.6483621099726242,
+ "clean_loss": 0.6557629557594482,
+ "noisy_loss_mean": 0.6458951613770162
+ },
+ {
+ "train_step": 3109,
+ "loss": 0.3454937583871511,
+ "clean_loss": 0.3456788401088925,
+ "noisy_loss_mean": 0.3454320644799039
+ },
+ {
+ "train_step": 3110,
+ "loss": 0.5875824476579212,
+ "clean_loss": 0.5637210077053987,
+ "noisy_loss_mean": 0.5955362609754288
+ },
+ {
+ "train_step": 3111,
+ "loss": 0.7621025029713641,
+ "clean_loss": 0.753851258788424,
+ "noisy_loss_mean": 0.7648529176990108
+ },
+ {
+ "train_step": 3112,
+ "loss": 0.5362636731548178,
+ "clean_loss": 0.5287527632352779,
+ "noisy_loss_mean": 0.5387673097946645
+ },
+ {
+ "train_step": 3113,
+ "loss": 0.4909223528726301,
+ "clean_loss": 0.48295842386959564,
+ "noisy_loss_mean": 0.4935769958736415
+ },
+ {
+ "train_step": 3114,
+ "loss": 0.5109861191785456,
+ "clean_loss": 0.4995019819551418,
+ "noisy_loss_mean": 0.5148141649196801
+ },
+ {
+ "train_step": 3115,
+ "loss": 0.6439964929172961,
+ "clean_loss": 0.6318512185087093,
+ "noisy_loss_mean": 0.6480449177201583
+ },
+ {
+ "train_step": 3116,
+ "loss": 0.3367338100435512,
+ "clean_loss": 0.340808336689117,
+ "noisy_loss_mean": 0.3353756344950292
+ },
+ {
+ "train_step": 3117,
+ "loss": 0.8245265815400386,
+ "clean_loss": 0.8403555820482608,
+ "noisy_loss_mean": 0.819250248037298
+ },
+ {
+ "train_step": 3118,
+ "loss": 0.4895845797632718,
+ "clean_loss": 0.48498648522687227,
+ "noisy_loss_mean": 0.4911172779420716
+ },
+ {
+ "train_step": 3119,
+ "loss": 0.6495928353516239,
+ "clean_loss": 0.6244157653445224,
+ "noisy_loss_mean": 0.6579851920206579
+ },
+ {
+ "train_step": 3120,
+ "loss": 0.7212260650866036,
+ "clean_loss": 0.715115296387365,
+ "noisy_loss_mean": 0.7232629879863498
+ },
+ {
+ "train_step": 3121,
+ "loss": 0.4637377205710786,
+ "clean_loss": 0.47176727258371143,
+ "noisy_loss_mean": 0.46106120323353433
+ },
+ {
+ "train_step": 3122,
+ "loss": 0.7426164537193183,
+ "clean_loss": 0.7372582189764835,
+ "noisy_loss_mean": 0.7444025319669297
+ },
+ {
+ "train_step": 3123,
+ "loss": 0.48074965093752187,
+ "clean_loss": 0.4755543697042473,
+ "noisy_loss_mean": 0.4824814113486134
+ },
+ {
+ "train_step": 3124,
+ "loss": 0.47860798999053844,
+ "clean_loss": 0.4761810580511604,
+ "noisy_loss_mean": 0.47941696730366434
+ },
+ {
+ "train_step": 3125,
+ "loss": 0.6065307264682376,
+ "clean_loss": 0.617859442658606,
+ "noisy_loss_mean": 0.6027544877381147
+ },
+ {
+ "train_step": 3126,
+ "loss": 0.5159111078422266,
+ "clean_loss": 0.5105104478718031,
+ "noisy_loss_mean": 0.5177113278323677
+ },
+ {
+ "train_step": 3127,
+ "loss": 0.509710034793385,
+ "clean_loss": 0.5121080996804861,
+ "noisy_loss_mean": 0.5089106798310179
+ },
+ {
+ "train_step": 3128,
+ "loss": 0.5109797365821267,
+ "clean_loss": 0.4936520225072755,
+ "noisy_loss_mean": 0.5167556412737437
+ },
+ {
+ "train_step": 3129,
+ "loss": 0.7092693615680514,
+ "clean_loss": 0.7097162887514944,
+ "noisy_loss_mean": 0.7091203858402371
+ },
+ {
+ "train_step": 3130,
+ "loss": 0.5390092649092425,
+ "clean_loss": 0.5255306708954426,
+ "noisy_loss_mean": 0.5435021295805091
+ },
+ {
+ "train_step": 3131,
+ "loss": 0.58138626351365,
+ "clean_loss": 0.567872292669714,
+ "noisy_loss_mean": 0.5858909204616286
+ },
+ {
+ "train_step": 3132,
+ "loss": 0.5354494427268923,
+ "clean_loss": 0.5386052398027944,
+ "noisy_loss_mean": 0.5343975103682582
+ },
+ {
+ "train_step": 3133,
+ "loss": 0.6656730599420628,
+ "clean_loss": 0.6499758960066039,
+ "noisy_loss_mean": 0.6709054479205491
+ },
+ {
+ "train_step": 3134,
+ "loss": 0.47676245814246154,
+ "clean_loss": 0.46392659196691133,
+ "noisy_loss_mean": 0.4810410802009783
+ },
+ {
+ "train_step": 3135,
+ "loss": 0.5677864892575261,
+ "clean_loss": 0.5670965078763863,
+ "noisy_loss_mean": 0.5680164830512394
+ },
+ {
+ "train_step": 3136,
+ "loss": 0.6443398222108153,
+ "clean_loss": 0.6401007437733457,
+ "noisy_loss_mean": 0.6457528483566386
+ },
+ {
+ "train_step": 3137,
+ "loss": 0.6506379232309026,
+ "clean_loss": 0.6516484587218735,
+ "noisy_loss_mean": 0.6503010780672457
+ },
+ {
+ "train_step": 3138,
+ "loss": 0.6767041975752881,
+ "clean_loss": 0.6936104854473382,
+ "noisy_loss_mean": 0.6710687682846045
+ },
+ {
+ "train_step": 3139,
+ "loss": 0.37251407283584836,
+ "clean_loss": 0.36975973278320534,
+ "noisy_loss_mean": 0.37343218618672935
+ },
+ {
+ "train_step": 3140,
+ "loss": 0.3255789061929671,
+ "clean_loss": 0.3285061972794812,
+ "noisy_loss_mean": 0.32460314249746236
+ },
+ {
+ "train_step": 3141,
+ "loss": 0.6182841080379922,
+ "clean_loss": 0.6179667303329165,
+ "noisy_loss_mean": 0.6183899006063507
+ },
+ {
+ "train_step": 3142,
+ "loss": 0.5924531774040134,
+ "clean_loss": 0.5994325732523942,
+ "noisy_loss_mean": 0.5901267121212198
+ },
+ {
+ "train_step": 3143,
+ "loss": 0.4107116123764193,
+ "clean_loss": 0.412765947580069,
+ "noisy_loss_mean": 0.4100268339752027
+ },
+ {
+ "train_step": 3144,
+ "loss": 0.4961588671406649,
+ "clean_loss": 0.4764873204630734,
+ "noisy_loss_mean": 0.5027160493665287
+ },
+ {
+ "train_step": 3145,
+ "loss": 0.47955300230509446,
+ "clean_loss": 0.4816404794004281,
+ "noisy_loss_mean": 0.4788571766066499
+ },
+ {
+ "train_step": 3146,
+ "loss": 0.7096822252534956,
+ "clean_loss": 0.6889423406256967,
+ "noisy_loss_mean": 0.7165955201294286
+ },
+ {
+ "train_step": 3147,
+ "loss": 0.6853612066520112,
+ "clean_loss": 0.6827304850186282,
+ "noisy_loss_mean": 0.6862381138631388
+ },
+ {
+ "train_step": 3148,
+ "loss": 0.6670646694869107,
+ "clean_loss": 0.6545398792375384,
+ "noisy_loss_mean": 0.6712395995700348
+ },
+ {
+ "train_step": 3149,
+ "loss": 0.46675007372791166,
+ "clean_loss": 0.46289725006680194,
+ "noisy_loss_mean": 0.4680343482816149
+ },
+ {
+ "train_step": 3150,
+ "loss": 0.7049680914274914,
+ "clean_loss": 0.6822518056271372,
+ "noisy_loss_mean": 0.7125401866942762
+ },
+ {
+ "train_step": 3151,
+ "loss": 0.4725233306600196,
+ "clean_loss": 0.47906410125969157,
+ "noisy_loss_mean": 0.47034307379346224
+ },
+ {
+ "train_step": 3152,
+ "loss": 0.6534184529177111,
+ "clean_loss": 0.665588924254083,
+ "noisy_loss_mean": 0.6493616291389204
+ },
+ {
+ "train_step": 3153,
+ "loss": 0.5473515644368949,
+ "clean_loss": 0.5546666232322304,
+ "noisy_loss_mean": 0.5449132115051164
+ },
+ {
+ "train_step": 3154,
+ "loss": 0.46348662731090073,
+ "clean_loss": 0.46806106726818375,
+ "noisy_loss_mean": 0.4619618139918064
+ },
+ {
+ "train_step": 3155,
+ "loss": 0.5460122354133274,
+ "clean_loss": 0.5370816088905407,
+ "noisy_loss_mean": 0.5489891109209231
+ },
+ {
+ "train_step": 3156,
+ "loss": 0.4622836017786998,
+ "clean_loss": 0.46371320011973494,
+ "noisy_loss_mean": 0.4618070689983547
+ },
+ {
+ "train_step": 3157,
+ "loss": 0.41423128526359976,
+ "clean_loss": 0.4146442931731698,
+ "noisy_loss_mean": 0.4140936159604098
+ },
+ {
+ "train_step": 3158,
+ "loss": 0.5534094941644443,
+ "clean_loss": 0.5596433053212063,
+ "noisy_loss_mean": 0.5513315571121904
+ },
+ {
+ "train_step": 3159,
+ "loss": 0.666946625599117,
+ "clean_loss": 0.6666719550366629,
+ "noisy_loss_mean": 0.6670381824532683
+ },
+ {
+ "train_step": 3160,
+ "loss": 0.6355070857728615,
+ "clean_loss": 0.6408060815764856,
+ "noisy_loss_mean": 0.6337407538383201
+ },
+ {
+ "train_step": 3161,
+ "loss": 0.48253968391133956,
+ "clean_loss": 0.45960920789921567,
+ "noisy_loss_mean": 0.4901831759153808
+ },
+ {
+ "train_step": 3162,
+ "loss": 0.4945707529088159,
+ "clean_loss": 0.48929579214781255,
+ "noisy_loss_mean": 0.49632907316248365
+ },
+ {
+ "train_step": 3163,
+ "loss": 0.5652725239041714,
+ "clean_loss": 0.570671731251201,
+ "noisy_loss_mean": 0.5634727881218283
+ },
+ {
+ "train_step": 3164,
+ "loss": 0.5454233496359439,
+ "clean_loss": 0.5317114654917239,
+ "noisy_loss_mean": 0.5499939776840171
+ },
+ {
+ "train_step": 3165,
+ "loss": 0.46328101962048546,
+ "clean_loss": 0.47315934895371276,
+ "noisy_loss_mean": 0.4599882431760764
+ },
+ {
+ "train_step": 3166,
+ "loss": 0.6562378456769218,
+ "clean_loss": 0.6576421273795685,
+ "noisy_loss_mean": 0.6557697517760396
+ },
+ {
+ "train_step": 3167,
+ "loss": 0.5766385928076316,
+ "clean_loss": 0.5816379209078855,
+ "noisy_loss_mean": 0.5749721501075471
+ },
+ {
+ "train_step": 3168,
+ "loss": 0.6616724540697873,
+ "clean_loss": 0.6542111643216868,
+ "noisy_loss_mean": 0.6641595506524874
+ },
+ {
+ "train_step": 3169,
+ "loss": 0.5669247260615544,
+ "clean_loss": 0.5664086486528568,
+ "noisy_loss_mean": 0.5670967518644536
+ },
+ {
+ "train_step": 3170,
+ "loss": 0.48533358864762893,
+ "clean_loss": 0.4828989906471597,
+ "noisy_loss_mean": 0.48614512131445203
+ },
+ {
+ "train_step": 3171,
+ "loss": 0.6909571785978268,
+ "clean_loss": 0.6998865052352657,
+ "noisy_loss_mean": 0.6879807363853473
+ },
+ {
+ "train_step": 3172,
+ "loss": 0.6059172606572494,
+ "clean_loss": 0.608788552405503,
+ "noisy_loss_mean": 0.6049601634078314
+ },
+ {
+ "train_step": 3173,
+ "loss": 0.6291085796506451,
+ "clean_loss": 0.6246248419092352,
+ "noisy_loss_mean": 0.6306031588977818
+ },
+ {
+ "train_step": 3174,
+ "loss": 0.5164315876933236,
+ "clean_loss": 0.5032641933474647,
+ "noisy_loss_mean": 0.5208207191419434
+ },
+ {
+ "train_step": 3175,
+ "loss": 0.6204734734354621,
+ "clean_loss": 0.6181157201151228,
+ "noisy_loss_mean": 0.6212593912089085
+ },
+ {
+ "train_step": 3176,
+ "loss": 0.6563382174939092,
+ "clean_loss": 0.6457655530416321,
+ "noisy_loss_mean": 0.6598624389780016
+ },
+ {
+ "train_step": 3177,
+ "loss": 0.4888414457021111,
+ "clean_loss": 0.4928066897700642,
+ "noisy_loss_mean": 0.4875196976794601
+ },
+ {
+ "train_step": 3178,
+ "loss": 0.5422277839800429,
+ "clean_loss": 0.5459112139384389,
+ "noisy_loss_mean": 0.540999973993911
+ },
+ {
+ "train_step": 3179,
+ "loss": 0.7800668996627469,
+ "clean_loss": 0.7556697026686265,
+ "noisy_loss_mean": 0.788199298660787
+ },
+ {
+ "train_step": 3180,
+ "loss": 0.7426095818750376,
+ "clean_loss": 0.7319221898581775,
+ "noisy_loss_mean": 0.7461720458806577
+ },
+ {
+ "train_step": 3181,
+ "loss": 0.6345595924720605,
+ "clean_loss": 0.6370196378631126,
+ "noisy_loss_mean": 0.6337395773417098
+ },
+ {
+ "train_step": 3182,
+ "loss": 0.29835711168614065,
+ "clean_loss": 0.2877269426416037,
+ "noisy_loss_mean": 0.3019005013676529
+ },
+ {
+ "train_step": 3183,
+ "loss": 0.7125252959313371,
+ "clean_loss": 0.7045384647157485,
+ "noisy_loss_mean": 0.7151875730031999
+ },
+ {
+ "train_step": 3184,
+ "loss": 0.5018451445957343,
+ "clean_loss": 0.5035405805040364,
+ "noisy_loss_mean": 0.501279999292967
+ },
+ {
+ "train_step": 3185,
+ "loss": 0.4956740831486173,
+ "clean_loss": 0.4733578974073247,
+ "noisy_loss_mean": 0.5031128117290482
+ },
+ {
+ "train_step": 3186,
+ "loss": 0.5941799950899906,
+ "clean_loss": 0.5924482200333608,
+ "noisy_loss_mean": 0.5947572534422007
+ },
+ {
+ "train_step": 3187,
+ "loss": 0.5908736996326673,
+ "clean_loss": 0.5741513290778714,
+ "noisy_loss_mean": 0.5964478231509327
+ },
+ {
+ "train_step": 3188,
+ "loss": 0.4425741149314174,
+ "clean_loss": 0.43820352364684906,
+ "noisy_loss_mean": 0.4440309786929402
+ },
+ {
+ "train_step": 3189,
+ "loss": 0.6089471712667321,
+ "clean_loss": 0.6160022418442574,
+ "noisy_loss_mean": 0.6065954810742237
+ },
+ {
+ "train_step": 3190,
+ "loss": 0.5054131832197676,
+ "clean_loss": 0.509630836023673,
+ "noisy_loss_mean": 0.5040072989517991
+ },
+ {
+ "train_step": 3191,
+ "loss": 0.6481828488029322,
+ "clean_loss": 0.6489296286997439,
+ "noisy_loss_mean": 0.6479339221706616
+ },
+ {
+ "train_step": 3192,
+ "loss": 0.43922583939299575,
+ "clean_loss": 0.4278451055972594,
+ "noisy_loss_mean": 0.44301941732490785
+ },
+ {
+ "train_step": 3193,
+ "loss": 0.46000530160543573,
+ "clean_loss": 0.4541552662849575,
+ "noisy_loss_mean": 0.4619553133789284
+ },
+ {
+ "train_step": 3194,
+ "loss": 0.6607497174482505,
+ "clean_loss": 0.6601020976308879,
+ "noisy_loss_mean": 0.6609655907207047
+ },
+ {
+ "train_step": 3195,
+ "loss": 0.5302124023774035,
+ "clean_loss": 0.5283779752228739,
+ "noisy_loss_mean": 0.5308238780955801
+ },
+ {
+ "train_step": 3196,
+ "loss": 0.6309132640404466,
+ "clean_loss": 0.6314147694877038,
+ "noisy_loss_mean": 0.6307460955580274
+ },
+ {
+ "train_step": 3197,
+ "loss": 0.5736123526506036,
+ "clean_loss": 0.5749483392682437,
+ "noisy_loss_mean": 0.5731670237780568
+ },
+ {
+ "train_step": 3198,
+ "loss": 0.31316910455697333,
+ "clean_loss": 0.3049224991145194,
+ "noisy_loss_mean": 0.3159179730377913
+ },
+ {
+ "train_step": 3199,
+ "loss": 0.6747974628931237,
+ "clean_loss": 0.6722195474275567,
+ "noisy_loss_mean": 0.6756567680483127
+ },
+ {
+ "train_step": 3200,
+ "loss": 0.6936592619646234,
+ "clean_loss": 0.6940983725972517,
+ "noisy_loss_mean": 0.6935128917537474
+ },
+ {
+ "train_step": 3201,
+ "loss": 0.6134980144426209,
+ "clean_loss": 0.6120849372618936,
+ "noisy_loss_mean": 0.6139690401695299
+ },
+ {
+ "train_step": 3202,
+ "loss": 0.7015114210442488,
+ "clean_loss": 0.7250778464767436,
+ "noisy_loss_mean": 0.6936559459000838
+ },
+ {
+ "train_step": 3203,
+ "loss": 0.6802092681401083,
+ "clean_loss": 0.6790537811770037,
+ "noisy_loss_mean": 0.6805944304611432
+ },
+ {
+ "train_step": 3204,
+ "loss": 0.5262311586223829,
+ "clean_loss": 0.5369318952409781,
+ "noisy_loss_mean": 0.5226642464161846
+ },
+ {
+ "train_step": 3205,
+ "loss": 0.49810295897397344,
+ "clean_loss": 0.5012935477517758,
+ "noisy_loss_mean": 0.4970394293813727
+ },
+ {
+ "train_step": 3206,
+ "loss": 0.5550226831041888,
+ "clean_loss": 0.5622810403364921,
+ "noisy_loss_mean": 0.5526032306934211
+ },
+ {
+ "train_step": 3207,
+ "loss": 0.7339211269710372,
+ "clean_loss": 0.7298482009675745,
+ "noisy_loss_mean": 0.7352787689721914
+ },
+ {
+ "train_step": 3208,
+ "loss": 0.6359229462557408,
+ "clean_loss": 0.6471112780499522,
+ "noisy_loss_mean": 0.6321935023243369
+ },
+ {
+ "train_step": 3209,
+ "loss": 0.6799120054654695,
+ "clean_loss": 0.6717276791402923,
+ "noisy_loss_mean": 0.6826401142405284
+ },
+ {
+ "train_step": 3210,
+ "loss": 0.5296587426600989,
+ "clean_loss": 0.5293925099489851,
+ "noisy_loss_mean": 0.5297474868971369
+ },
+ {
+ "train_step": 3211,
+ "loss": 0.7837218102761816,
+ "clean_loss": 0.7570531019590432,
+ "noisy_loss_mean": 0.7926113797152278
+ },
+ {
+ "train_step": 3212,
+ "loss": 0.37379529900886777,
+ "clean_loss": 0.3655579715184543,
+ "noisy_loss_mean": 0.3765410748390056
+ },
+ {
+ "train_step": 3213,
+ "loss": 0.547386881252339,
+ "clean_loss": 0.5681632704168786,
+ "noisy_loss_mean": 0.5404614181974926
+ },
+ {
+ "train_step": 3214,
+ "loss": 0.6247052696939032,
+ "clean_loss": 0.6221468269271139,
+ "noisy_loss_mean": 0.6255580839494996
+ },
+ {
+ "train_step": 3215,
+ "loss": 0.5865422809263829,
+ "clean_loss": 0.5858249260619097,
+ "noisy_loss_mean": 0.5867813992145408
+ },
+ {
+ "train_step": 3216,
+ "loss": 0.5654090096788651,
+ "clean_loss": 0.5701815827519806,
+ "noisy_loss_mean": 0.5638181519878267
+ },
+ {
+ "train_step": 3217,
+ "loss": 0.5744229834126218,
+ "clean_loss": 0.5713089111149902,
+ "noisy_loss_mean": 0.5754610075118324
+ },
+ {
+ "train_step": 3218,
+ "loss": 0.7380091187188377,
+ "clean_loss": 0.74753363429032,
+ "noisy_loss_mean": 0.7348342801950102
+ },
+ {
+ "train_step": 3219,
+ "loss": 0.480542528879823,
+ "clean_loss": 0.4829024555534745,
+ "noisy_loss_mean": 0.47975588665527247
+ },
+ {
+ "train_step": 3220,
+ "loss": 0.6326977680189539,
+ "clean_loss": 0.6398606790889689,
+ "noisy_loss_mean": 0.6303101309956157
+ },
+ {
+ "train_step": 3221,
+ "loss": 0.6760096876239979,
+ "clean_loss": 0.6954782478563263,
+ "noisy_loss_mean": 0.6695201675465551
+ },
+ {
+ "train_step": 3222,
+ "loss": 0.6671209336662591,
+ "clean_loss": 0.6615705964292519,
+ "noisy_loss_mean": 0.6689710460785948
+ },
+ {
+ "train_step": 3223,
+ "loss": 0.5396201680299084,
+ "clean_loss": 0.5343896412839237,
+ "noisy_loss_mean": 0.5413636769452365
+ },
+ {
+ "train_step": 3224,
+ "loss": 0.7133670257217999,
+ "clean_loss": 0.6964757164288643,
+ "noisy_loss_mean": 0.7189974621527785
+ },
+ {
+ "train_step": 3225,
+ "loss": 0.4344689457726734,
+ "clean_loss": 0.42984460097650073,
+ "noisy_loss_mean": 0.43601039403806435
+ },
+ {
+ "train_step": 3226,
+ "loss": 0.6452453339306623,
+ "clean_loss": 0.616882694183972,
+ "noisy_loss_mean": 0.6546995471795591
+ },
+ {
+ "train_step": 3227,
+ "loss": 0.5612987449175089,
+ "clean_loss": 0.5697082126815148,
+ "noisy_loss_mean": 0.5584955889961735
+ },
+ {
+ "train_step": 3228,
+ "loss": 0.368002382886318,
+ "clean_loss": 0.3615920287153851,
+ "noisy_loss_mean": 0.3701391676099623
+ },
+ {
+ "train_step": 3229,
+ "loss": 0.6258106793254484,
+ "clean_loss": 0.6193866794342723,
+ "noisy_loss_mean": 0.6279520126225072
+ },
+ {
+ "train_step": 3230,
+ "loss": 0.6232842930652087,
+ "clean_loss": 0.6120400296764867,
+ "noisy_loss_mean": 0.6270323808614493
+ },
+ {
+ "train_step": 3231,
+ "loss": 0.5875968943695917,
+ "clean_loss": 0.5903679986494842,
+ "noisy_loss_mean": 0.5866731929429608
+ },
+ {
+ "train_step": 3232,
+ "loss": 0.5806027151669058,
+ "clean_loss": 0.5998136937841451,
+ "noisy_loss_mean": 0.5741990556278259
+ },
+ {
+ "train_step": 3233,
+ "loss": 0.40923758454399395,
+ "clean_loss": 0.4133301716132569,
+ "noisy_loss_mean": 0.4078733888542396
+ },
+ {
+ "train_step": 3234,
+ "loss": 0.5306035464485757,
+ "clean_loss": 0.5336045599252728,
+ "noisy_loss_mean": 0.5296032086230099
+ },
+ {
+ "train_step": 3235,
+ "loss": 0.7178161276454489,
+ "clean_loss": 0.704461296185803,
+ "noisy_loss_mean": 0.7222677381319974
+ },
+ {
+ "train_step": 3236,
+ "loss": 0.6630806591581377,
+ "clean_loss": 0.6798534373058926,
+ "noisy_loss_mean": 0.657489733108886
+ },
+ {
+ "train_step": 3237,
+ "loss": 0.6224919839758166,
+ "clean_loss": 0.6211496459601448,
+ "noisy_loss_mean": 0.6229394299810406
+ },
+ {
+ "train_step": 3238,
+ "loss": 0.5943417035366187,
+ "clean_loss": 0.5977872829430132,
+ "noisy_loss_mean": 0.5931931770678205
+ },
+ {
+ "train_step": 3239,
+ "loss": 0.7165495637410316,
+ "clean_loss": 0.7277256742261194,
+ "noisy_loss_mean": 0.7128241935793357
+ },
+ {
+ "train_step": 3240,
+ "loss": 0.47808365629159066,
+ "clean_loss": 0.48038976125799177,
+ "noisy_loss_mean": 0.47731495463612356
+ },
+ {
+ "train_step": 3241,
+ "loss": 0.5898813539751043,
+ "clean_loss": 0.5940386662415206,
+ "noisy_loss_mean": 0.5884955832196322
+ },
+ {
+ "train_step": 3242,
+ "loss": 0.8350915417884001,
+ "clean_loss": 0.8668356385871969,
+ "noisy_loss_mean": 0.8245101761888011
+ },
+ {
+ "train_step": 3243,
+ "loss": 0.5308864943792382,
+ "clean_loss": 0.5271136212097933,
+ "noisy_loss_mean": 0.5321441187690531
+ },
+ {
+ "train_step": 3244,
+ "loss": 0.5649646215299877,
+ "clean_loss": 0.5674646491217592,
+ "noisy_loss_mean": 0.5641312789993972
+ },
+ {
+ "train_step": 3245,
+ "loss": 0.6427434347742587,
+ "clean_loss": 0.6240645823369135,
+ "noisy_loss_mean": 0.6489697189200405
+ },
+ {
+ "train_step": 3246,
+ "loss": 0.6186307775522529,
+ "clean_loss": 0.6214448985687299,
+ "noisy_loss_mean": 0.6176927372134272
+ },
+ {
+ "train_step": 3247,
+ "loss": 0.6813729295212374,
+ "clean_loss": 0.6821729307120316,
+ "noisy_loss_mean": 0.6811062624576393
+ },
+ {
+ "train_step": 3248,
+ "loss": 0.5690745336807579,
+ "clean_loss": 0.5730919876121666,
+ "noisy_loss_mean": 0.5677353823702883
+ },
+ {
+ "train_step": 3249,
+ "loss": 0.5909311286010774,
+ "clean_loss": 0.5789576183967271,
+ "noisy_loss_mean": 0.5949222986691942
+ },
+ {
+ "train_step": 3250,
+ "loss": 0.5120399875540504,
+ "clean_loss": 0.5155609016122952,
+ "noisy_loss_mean": 0.5108663495346356
+ },
+ {
+ "train_step": 3251,
+ "loss": 0.5075324647580403,
+ "clean_loss": 0.4973354768225886,
+ "noisy_loss_mean": 0.5109314607365242
+ },
+ {
+ "train_step": 3252,
+ "loss": 0.6597700493828517,
+ "clean_loss": 0.6542375392663047,
+ "noisy_loss_mean": 0.6616142194217006
+ },
+ {
+ "train_step": 3253,
+ "loss": 0.5182875402752326,
+ "clean_loss": 0.5113513617854737,
+ "noisy_loss_mean": 0.5205995997718188
+ },
+ {
+ "train_step": 3254,
+ "loss": 0.4797582069305246,
+ "clean_loss": 0.4789428087164512,
+ "noisy_loss_mean": 0.48003000633521586
+ },
+ {
+ "train_step": 3255,
+ "loss": 0.522879762209068,
+ "clean_loss": 0.5335769189474472,
+ "noisy_loss_mean": 0.5193140432962748
+ },
+ {
+ "train_step": 3256,
+ "loss": 0.41801510991836627,
+ "clean_loss": 0.3977533182950182,
+ "noisy_loss_mean": 0.4247690404594822
+ },
+ {
+ "train_step": 3257,
+ "loss": 0.7439668216357652,
+ "clean_loss": 0.7450432582198055,
+ "noisy_loss_mean": 0.743608009441085
+ },
+ {
+ "train_step": 3258,
+ "loss": 0.4683300059793747,
+ "clean_loss": 0.4618638471149615,
+ "noisy_loss_mean": 0.47048539226751246
+ },
+ {
+ "train_step": 3259,
+ "loss": 0.6439164151096869,
+ "clean_loss": 0.6240189523587992,
+ "noisy_loss_mean": 0.6505489026933161
+ },
+ {
+ "train_step": 3260,
+ "loss": 0.548990569639447,
+ "clean_loss": 0.5482864922394821,
+ "noisy_loss_mean": 0.549225262106102
+ },
+ {
+ "train_step": 3261,
+ "loss": 0.5336235404809216,
+ "clean_loss": 0.5382163051149598,
+ "noisy_loss_mean": 0.5320926189362423
+ },
+ {
+ "train_step": 3262,
+ "loss": 0.7029065117986806,
+ "clean_loss": 0.7270013562147455,
+ "noisy_loss_mean": 0.6948748969933255
+ },
+ {
+ "train_step": 3263,
+ "loss": 0.5309927591363134,
+ "clean_loss": 0.529154156189605,
+ "noisy_loss_mean": 0.5316056267852162
+ },
+ {
+ "train_step": 3264,
+ "loss": 0.6252933698547689,
+ "clean_loss": 0.6250420887334132,
+ "noisy_loss_mean": 0.6253771302285541
+ },
+ {
+ "train_step": 3265,
+ "loss": 0.7580251649518499,
+ "clean_loss": 0.7441257813786262,
+ "noisy_loss_mean": 0.7626582928095913
+ },
+ {
+ "train_step": 3266,
+ "loss": 0.5231517203021194,
+ "clean_loss": 0.5162939401320215,
+ "noisy_loss_mean": 0.5254376470254853
+ },
+ {
+ "train_step": 3267,
+ "loss": 0.3665559867992223,
+ "clean_loss": 0.3665835782395294,
+ "noisy_loss_mean": 0.36654678965245324
+ },
+ {
+ "train_step": 3268,
+ "loss": 0.5406901661139444,
+ "clean_loss": 0.5386455239232866,
+ "noisy_loss_mean": 0.5413717135108304
+ },
+ {
+ "train_step": 3269,
+ "loss": 0.4462251595066713,
+ "clean_loss": 0.451787029853987,
+ "noisy_loss_mean": 0.44437120272423275
+ },
+ {
+ "train_step": 3270,
+ "loss": 0.6449099474706573,
+ "clean_loss": 0.6481735568360201,
+ "noisy_loss_mean": 0.6438220776822031
+ },
+ {
+ "train_step": 3271,
+ "loss": 0.6504754573488127,
+ "clean_loss": 0.6527588097220892,
+ "noisy_loss_mean": 0.6497143398910539
+ },
+ {
+ "train_step": 3272,
+ "loss": 0.6102589404868378,
+ "clean_loss": 0.5963538886407324,
+ "noisy_loss_mean": 0.614893957768873
+ },
+ {
+ "train_step": 3273,
+ "loss": 0.5133954219904527,
+ "clean_loss": 0.5126613178506928,
+ "noisy_loss_mean": 0.5136401233703727
+ },
+ {
+ "train_step": 3274,
+ "loss": 0.670070370281704,
+ "clean_loss": 0.6607724725934899,
+ "noisy_loss_mean": 0.6731696695111088
+ },
+ {
+ "train_step": 3275,
+ "loss": 0.5508681179438878,
+ "clean_loss": 0.550726511764364,
+ "noisy_loss_mean": 0.550915320003729
+ },
+ {
+ "train_step": 3276,
+ "loss": 0.44889697771241954,
+ "clean_loss": 0.4471869519931617,
+ "noisy_loss_mean": 0.44946698628550547
+ },
+ {
+ "train_step": 3277,
+ "loss": 0.5412991720932137,
+ "clean_loss": 0.5448609756427025,
+ "noisy_loss_mean": 0.5401119042433841
+ },
+ {
+ "train_step": 3278,
+ "loss": 0.5215774767145428,
+ "clean_loss": 0.5226037341409142,
+ "noisy_loss_mean": 0.5212353909057523
+ },
+ {
+ "train_step": 3279,
+ "loss": 0.7859726978071634,
+ "clean_loss": 0.7835306023802892,
+ "noisy_loss_mean": 0.7867867296161215
+ },
+ {
+ "train_step": 3280,
+ "loss": 0.7861365566742065,
+ "clean_loss": 0.7843704952574864,
+ "noisy_loss_mean": 0.786725243813113
+ },
+ {
+ "train_step": 3281,
+ "loss": 0.5450120275206531,
+ "clean_loss": 0.5368726232857295,
+ "noisy_loss_mean": 0.5477251622656275
+ },
+ {
+ "train_step": 3282,
+ "loss": 0.5880760105256043,
+ "clean_loss": 0.58019146555521,
+ "noisy_loss_mean": 0.5907041921824024
+ },
+ {
+ "train_step": 3283,
+ "loss": 0.7345886907110819,
+ "clean_loss": 0.7228210976897975,
+ "noisy_loss_mean": 0.7385112217181767
+ },
+ {
+ "train_step": 3284,
+ "loss": 0.4843106238812951,
+ "clean_loss": 0.4773705522768357,
+ "noisy_loss_mean": 0.4866239810827815
+ },
+ {
+ "train_step": 3285,
+ "loss": 0.6687480383179525,
+ "clean_loss": 0.6654370217485572,
+ "noisy_loss_mean": 0.6698517105077508
+ },
+ {
+ "train_step": 3286,
+ "loss": 0.6998737836778363,
+ "clean_loss": 0.6918606551032959,
+ "noisy_loss_mean": 0.7025448265360165
+ },
+ {
+ "train_step": 3287,
+ "loss": 0.5145336870722987,
+ "clean_loss": 0.5205453449098568,
+ "noisy_loss_mean": 0.5125298011264462
+ },
+ {
+ "train_step": 3288,
+ "loss": 0.566671341482458,
+ "clean_loss": 0.5537174946850575,
+ "noisy_loss_mean": 0.570989290414925
+ },
+ {
+ "train_step": 3289,
+ "loss": 0.7770821311661285,
+ "clean_loss": 0.7719617593291968,
+ "noisy_loss_mean": 0.7787889217784391
+ },
+ {
+ "train_step": 3290,
+ "loss": 0.5463277437927995,
+ "clean_loss": 0.5474085618582442,
+ "noisy_loss_mean": 0.5459674711043179
+ },
+ {
+ "train_step": 3291,
+ "loss": 0.6697685478290469,
+ "clean_loss": 0.6705291384393166,
+ "noisy_loss_mean": 0.6695150176256237
+ },
+ {
+ "train_step": 3292,
+ "loss": 0.6224913478853861,
+ "clean_loss": 0.6236089634638347,
+ "noisy_loss_mean": 0.6221188093592365
+ },
+ {
+ "train_step": 3293,
+ "loss": 0.7151340074228076,
+ "clean_loss": 0.7145741286933864,
+ "noisy_loss_mean": 0.715320633665948
+ },
+ {
+ "train_step": 3294,
+ "loss": 0.6086719516800911,
+ "clean_loss": 0.6033809865610601,
+ "noisy_loss_mean": 0.6104356067197682
+ },
+ {
+ "train_step": 3295,
+ "loss": 0.5487276123499252,
+ "clean_loss": 0.552730602800258,
+ "noisy_loss_mean": 0.5473932821998143
+ },
+ {
+ "train_step": 3296,
+ "loss": 0.5916617999049352,
+ "clean_loss": 0.5863334828329702,
+ "noisy_loss_mean": 0.5934379055955902
+ },
+ {
+ "train_step": 3297,
+ "loss": 0.5890645074598693,
+ "clean_loss": 0.5902270137858279,
+ "noisy_loss_mean": 0.5886770053512164
+ },
+ {
+ "train_step": 3298,
+ "loss": 0.5440969080221175,
+ "clean_loss": 0.5342644311553776,
+ "noisy_loss_mean": 0.5473744003110309
+ },
+ {
+ "train_step": 3299,
+ "loss": 0.608236158004006,
+ "clean_loss": 0.6072132957316683,
+ "noisy_loss_mean": 0.6085771120947853
+ },
+ {
+ "train_step": 3300,
+ "loss": 0.6396206623480022,
+ "clean_loss": 0.642277931366586,
+ "noisy_loss_mean": 0.6387349060084743
+ },
+ {
+ "train_step": 3301,
+ "loss": 0.5505341030445536,
+ "clean_loss": 0.5386077592233741,
+ "noisy_loss_mean": 0.5545095509849469
+ },
+ {
+ "train_step": 3302,
+ "loss": 0.45294454676347495,
+ "clean_loss": 0.4600401017730562,
+ "noisy_loss_mean": 0.4505793617602812
+ },
+ {
+ "train_step": 3303,
+ "loss": 0.5458058917539306,
+ "clean_loss": 0.5510170381371335,
+ "noisy_loss_mean": 0.5440688429595295
+ },
+ {
+ "train_step": 3304,
+ "loss": 0.5537274958898484,
+ "clean_loss": 0.5526482632951993,
+ "noisy_loss_mean": 0.5540872400880649
+ },
+ {
+ "train_step": 3305,
+ "loss": 0.6260086137912024,
+ "clean_loss": 0.6359211027517606,
+ "noisy_loss_mean": 0.6227044508043497
+ },
+ {
+ "train_step": 3306,
+ "loss": 0.5890494086861016,
+ "clean_loss": 0.5878050371560757,
+ "noisy_loss_mean": 0.5894641991961103
+ },
+ {
+ "train_step": 3307,
+ "loss": 0.7382496766143058,
+ "clean_loss": 0.7659271979360494,
+ "noisy_loss_mean": 0.7290238361737247
+ },
+ {
+ "train_step": 3308,
+ "loss": 0.5682354932588918,
+ "clean_loss": 0.5586337132574146,
+ "noisy_loss_mean": 0.5714360865927174
+ },
+ {
+ "train_step": 3309,
+ "loss": 0.5493652709753989,
+ "clean_loss": 0.5435836628753099,
+ "noisy_loss_mean": 0.5512924736754286
+ },
+ {
+ "train_step": 3310,
+ "loss": 0.5811110303305798,
+ "clean_loss": 0.5754488368327061,
+ "noisy_loss_mean": 0.5829984281632044
+ },
+ {
+ "train_step": 3311,
+ "loss": 0.6355856172653708,
+ "clean_loss": 0.633597443261109,
+ "noisy_loss_mean": 0.636248341933458
+ },
+ {
+ "train_step": 3312,
+ "loss": 0.4934417154229083,
+ "clean_loss": 0.49474366662140346,
+ "noisy_loss_mean": 0.49300773169007667
+ },
+ {
+ "train_step": 3313,
+ "loss": 0.7969642003966795,
+ "clean_loss": 0.8016146398927797,
+ "noisy_loss_mean": 0.7954140538979794
+ },
+ {
+ "train_step": 3314,
+ "loss": 0.4430288282300653,
+ "clean_loss": 0.45216721599236553,
+ "noisy_loss_mean": 0.4399826989759652
+ },
+ {
+ "train_step": 3315,
+ "loss": 0.4683354199871974,
+ "clean_loss": 0.45540267407609925,
+ "noisy_loss_mean": 0.4726463352908968
+ },
+ {
+ "train_step": 3316,
+ "loss": 0.7693741478948624,
+ "clean_loss": 0.7659613260911337,
+ "noisy_loss_mean": 0.7705117551627718
+ },
+ {
+ "train_step": 3317,
+ "loss": 0.6206596458634746,
+ "clean_loss": 0.6215480726777556,
+ "noisy_loss_mean": 0.6203635035920475
+ },
+ {
+ "train_step": 3318,
+ "loss": 0.4927047643477875,
+ "clean_loss": 0.49254502055517135,
+ "noisy_loss_mean": 0.4927580122786595
+ },
+ {
+ "train_step": 3319,
+ "loss": 0.6684776317393215,
+ "clean_loss": 0.6866676017912755,
+ "noisy_loss_mean": 0.6624143083886702
+ },
+ {
+ "train_step": 3320,
+ "loss": 0.7220838525635125,
+ "clean_loss": 0.7329722807533152,
+ "noisy_loss_mean": 0.718454376500245
+ },
+ {
+ "train_step": 3321,
+ "loss": 0.5291354221827008,
+ "clean_loss": 0.5313406740953578,
+ "noisy_loss_mean": 0.5284003382118153
+ },
+ {
+ "train_step": 3322,
+ "loss": 0.6258209224179121,
+ "clean_loss": 0.6357140994852741,
+ "noisy_loss_mean": 0.6225231967287915
+ },
+ {
+ "train_step": 3323,
+ "loss": 0.5342871917044141,
+ "clean_loss": 0.5432132593623047,
+ "noisy_loss_mean": 0.5313118358184505
+ },
+ {
+ "train_step": 3324,
+ "loss": 0.6320844741442178,
+ "clean_loss": 0.6231823228993251,
+ "noisy_loss_mean": 0.6350518578925154
+ },
+ {
+ "train_step": 3325,
+ "loss": 0.5283963024204763,
+ "clean_loss": 0.5331408859905169,
+ "noisy_loss_mean": 0.5268147745637961
+ },
+ {
+ "train_step": 3326,
+ "loss": 0.6239679060873811,
+ "clean_loss": 0.6119051008340347,
+ "noisy_loss_mean": 0.6279888411718297
+ },
+ {
+ "train_step": 3327,
+ "loss": 0.5891482531575469,
+ "clean_loss": 0.6031129318228193,
+ "noisy_loss_mean": 0.5844933602691227
+ },
+ {
+ "train_step": 3328,
+ "loss": 0.5454446595928436,
+ "clean_loss": 0.5500598755018291,
+ "noisy_loss_mean": 0.5439062542898484
+ },
+ {
+ "train_step": 3329,
+ "loss": 0.46133954919775644,
+ "clean_loss": 0.46481240411721103,
+ "noisy_loss_mean": 0.4601819308912716
+ },
+ {
+ "train_step": 3330,
+ "loss": 0.7159131038535075,
+ "clean_loss": 0.7191688959219438,
+ "noisy_loss_mean": 0.7148278398306953
+ },
+ {
+ "train_step": 3331,
+ "loss": 0.5478319735984869,
+ "clean_loss": 0.5507961077553539,
+ "noisy_loss_mean": 0.5468439288795311
+ },
+ {
+ "train_step": 3332,
+ "loss": 0.4709163624289237,
+ "clean_loss": 0.47799094496830874,
+ "noisy_loss_mean": 0.46855816824912866
+ },
+ {
+ "train_step": 3333,
+ "loss": 0.5980949494940138,
+ "clean_loss": 0.5865522496648878,
+ "noisy_loss_mean": 0.6019425161037225
+ },
+ {
+ "train_step": 3334,
+ "loss": 0.6561771674380904,
+ "clean_loss": 0.6409600753340696,
+ "noisy_loss_mean": 0.661249531472764
+ },
+ {
+ "train_step": 3335,
+ "loss": 0.5832207980018759,
+ "clean_loss": 0.5753327289140808,
+ "noisy_loss_mean": 0.5858501543644742
+ },
+ {
+ "train_step": 3336,
+ "loss": 0.5721030545305932,
+ "clean_loss": 0.5721854028851427,
+ "noisy_loss_mean": 0.5720756050790766
+ },
+ {
+ "train_step": 3337,
+ "loss": 0.8475969995092054,
+ "clean_loss": 0.8496944507996953,
+ "noisy_loss_mean": 0.8468978490790421
+ },
+ {
+ "train_step": 3338,
+ "loss": 0.6008583693281806,
+ "clean_loss": 0.6082518072912121,
+ "noisy_loss_mean": 0.59839389000717
+ },
+ {
+ "train_step": 3339,
+ "loss": 0.5899705348371871,
+ "clean_loss": 0.5885083171433305,
+ "noisy_loss_mean": 0.5904579407351394
+ },
+ {
+ "train_step": 3340,
+ "loss": 0.46109322356776944,
+ "clean_loss": 0.4604559715927007,
+ "noisy_loss_mean": 0.4613056408927923
+ },
+ {
+ "train_step": 3341,
+ "loss": 0.3426953316206717,
+ "clean_loss": 0.345799096868311,
+ "noisy_loss_mean": 0.34166074320479184
+ },
+ {
+ "train_step": 3342,
+ "loss": 0.5340854870920189,
+ "clean_loss": 0.5380223969410978,
+ "noisy_loss_mean": 0.5327731838089926
+ },
+ {
+ "train_step": 3343,
+ "loss": 0.620792436710612,
+ "clean_loss": 0.627480215487264,
+ "noisy_loss_mean": 0.6185631771183947
+ },
+ {
+ "train_step": 3344,
+ "loss": 0.4318795027521739,
+ "clean_loss": 0.4362331876061988,
+ "noisy_loss_mean": 0.43042827446749893
+ },
+ {
+ "train_step": 3345,
+ "loss": 0.6385988388634962,
+ "clean_loss": 0.6455356520404012,
+ "noisy_loss_mean": 0.636286567804528
+ },
+ {
+ "train_step": 3346,
+ "loss": 0.7299814054844325,
+ "clean_loss": 0.7391065889379593,
+ "noisy_loss_mean": 0.7269396776665902
+ },
+ {
+ "train_step": 3347,
+ "loss": 0.5212458907227522,
+ "clean_loss": 0.5254863367271349,
+ "noisy_loss_mean": 0.5198324087212912
+ },
+ {
+ "train_step": 3348,
+ "loss": 0.4800392620296112,
+ "clean_loss": 0.4795031126632905,
+ "noisy_loss_mean": 0.4802179784850515
+ },
+ {
+ "train_step": 3349,
+ "loss": 0.6446565268217697,
+ "clean_loss": 0.6444276311370409,
+ "noisy_loss_mean": 0.644732825383346
+ },
+ {
+ "train_step": 3350,
+ "loss": 0.49274208162243727,
+ "clean_loss": 0.48482067169710763,
+ "noisy_loss_mean": 0.4953825515975471
+ },
+ {
+ "train_step": 3351,
+ "loss": 0.45996918675177423,
+ "clean_loss": 0.45618497811439024,
+ "noisy_loss_mean": 0.4612305896309022
+ },
+ {
+ "train_step": 3352,
+ "loss": 0.5062164776628,
+ "clean_loss": 0.5052220236740508,
+ "noisy_loss_mean": 0.5065479623257163
+ },
+ {
+ "train_step": 3353,
+ "loss": 0.5548837272510183,
+ "clean_loss": 0.5621957212817342,
+ "noisy_loss_mean": 0.5524463959074465
+ },
+ {
+ "train_step": 3354,
+ "loss": 0.5811702535328716,
+ "clean_loss": 0.5760650878672199,
+ "noisy_loss_mean": 0.5828719754214221
+ },
+ {
+ "train_step": 3355,
+ "loss": 0.6274081348915597,
+ "clean_loss": 0.6224801604411053,
+ "noisy_loss_mean": 0.6290507930417111
+ },
+ {
+ "train_step": 3356,
+ "loss": 0.3582196480180253,
+ "clean_loss": 0.3613125698084038,
+ "noisy_loss_mean": 0.35718867408789917
+ },
+ {
+ "train_step": 3357,
+ "loss": 0.6018035701000974,
+ "clean_loss": 0.610297611403313,
+ "noisy_loss_mean": 0.5989722229990255
+ },
+ {
+ "train_step": 3358,
+ "loss": 0.4792889765764954,
+ "clean_loss": 0.45369933767351905,
+ "noisy_loss_mean": 0.48781885621082083
+ },
+ {
+ "train_step": 3359,
+ "loss": 0.6322611397877501,
+ "clean_loss": 0.6295310804437889,
+ "noisy_loss_mean": 0.6331711595690704
+ },
+ {
+ "train_step": 3360,
+ "loss": 0.5452749812298089,
+ "clean_loss": 0.5430299344633741,
+ "noisy_loss_mean": 0.5460233301519538
+ },
+ {
+ "train_step": 3361,
+ "loss": 0.48975369380021005,
+ "clean_loss": 0.48875005167956237,
+ "noisy_loss_mean": 0.49008824117375926
+ },
+ {
+ "train_step": 3362,
+ "loss": 0.6035371333569958,
+ "clean_loss": 0.6044923088878665,
+ "noisy_loss_mean": 0.6032187415133722
+ },
+ {
+ "train_step": 3363,
+ "loss": 0.5806711029135241,
+ "clean_loss": 0.5780174692270832,
+ "noisy_loss_mean": 0.581555647475671
+ },
+ {
+ "train_step": 3364,
+ "loss": 0.5442709208752003,
+ "clean_loss": 0.5451180308718077,
+ "noisy_loss_mean": 0.5439885508763311
+ },
+ {
+ "train_step": 3365,
+ "loss": 0.3500035191917666,
+ "clean_loss": 0.3472862577584762,
+ "noisy_loss_mean": 0.3509092730028634
+ },
+ {
+ "train_step": 3366,
+ "loss": 0.47562691241812305,
+ "clean_loss": 0.47745678572366035,
+ "noisy_loss_mean": 0.4750169546496106
+ },
+ {
+ "train_step": 3367,
+ "loss": 0.6119930156458114,
+ "clean_loss": 0.623213388732744,
+ "noisy_loss_mean": 0.6082528912835006
+ },
+ {
+ "train_step": 3368,
+ "loss": 0.7279294147848727,
+ "clean_loss": 0.7322350883333664,
+ "noisy_loss_mean": 0.7264941902687081
+ },
+ {
+ "train_step": 3369,
+ "loss": 0.6724759978674465,
+ "clean_loss": 0.6679383457858705,
+ "noisy_loss_mean": 0.673988548561305
+ },
+ {
+ "train_step": 3370,
+ "loss": 0.7007244357243695,
+ "clean_loss": 0.6948159108129859,
+ "noisy_loss_mean": 0.7026939440281641
+ },
+ {
+ "train_step": 3371,
+ "loss": 0.49776440848995507,
+ "clean_loss": 0.5001631164544932,
+ "noisy_loss_mean": 0.4969648391684424
+ },
+ {
+ "train_step": 3372,
+ "loss": 0.6948350151771179,
+ "clean_loss": 0.6759561921583344,
+ "noisy_loss_mean": 0.7011279561833792
+ },
+ {
+ "train_step": 3373,
+ "loss": 0.6058169133947449,
+ "clean_loss": 0.6042965731518543,
+ "noisy_loss_mean": 0.6063236934757085
+ },
+ {
+ "train_step": 3374,
+ "loss": 0.439707436989762,
+ "clean_loss": 0.43928113548431263,
+ "noisy_loss_mean": 0.4398495374915785
+ },
+ {
+ "train_step": 3375,
+ "loss": 0.5767426705313821,
+ "clean_loss": 0.5924075578793863,
+ "noisy_loss_mean": 0.5715210414153807
+ },
+ {
+ "train_step": 3376,
+ "loss": 0.35973801160610386,
+ "clean_loss": 0.3657253372096903,
+ "noisy_loss_mean": 0.3577422364049084
+ },
+ {
+ "train_step": 3377,
+ "loss": 0.7687747641252117,
+ "clean_loss": 0.7616845352706239,
+ "noisy_loss_mean": 0.7711381737434077
+ },
+ {
+ "train_step": 3378,
+ "loss": 0.679775072351098,
+ "clean_loss": 0.6606303588466624,
+ "noisy_loss_mean": 0.6861566435192431
+ },
+ {
+ "train_step": 3379,
+ "loss": 0.5910660504435946,
+ "clean_loss": 0.5961479174788327,
+ "noisy_loss_mean": 0.5893720947651819
+ },
+ {
+ "train_step": 3380,
+ "loss": 0.5990811994276437,
+ "clean_loss": 0.5941542697681796,
+ "noisy_loss_mean": 0.6007235093141318
+ },
+ {
+ "train_step": 3381,
+ "loss": 0.42079330256518854,
+ "clean_loss": 0.4164579812161153,
+ "noisy_loss_mean": 0.4222384096815463
+ },
+ {
+ "train_step": 3382,
+ "loss": 0.508280532748857,
+ "clean_loss": 0.4788998963552911,
+ "noisy_loss_mean": 0.5180740782133789
+ },
+ {
+ "train_step": 3383,
+ "loss": 0.7132332070859502,
+ "clean_loss": 0.7182576595075044,
+ "noisy_loss_mean": 0.7115583896120988
+ },
+ {
+ "train_step": 3384,
+ "loss": 0.3712517124503423,
+ "clean_loss": 0.37531671773543857,
+ "noisy_loss_mean": 0.3698967106886435
+ },
+ {
+ "train_step": 3385,
+ "loss": 0.522954139959046,
+ "clean_loss": 0.6211039042018752,
+ "noisy_loss_mean": 0.49023755187810303
+ },
+ {
+ "train_step": 3386,
+ "loss": 0.3991913504274312,
+ "clean_loss": 0.39751778166741536,
+ "noisy_loss_mean": 0.3997492066807698
+ },
+ {
+ "train_step": 3387,
+ "loss": 0.5273174580137086,
+ "clean_loss": 0.5225612253457665,
+ "noisy_loss_mean": 0.5289028689030225
+ },
+ {
+ "train_step": 3388,
+ "loss": 0.4567314088972746,
+ "clean_loss": 0.4459970199027531,
+ "noisy_loss_mean": 0.46030953856211504
+ },
+ {
+ "train_step": 3389,
+ "loss": 0.4692275020198,
+ "clean_loss": 0.4768921683451552,
+ "noisy_loss_mean": 0.4666726132446817
+ },
+ {
+ "train_step": 3390,
+ "loss": 0.5577800420866388,
+ "clean_loss": 0.5520305339462901,
+ "noisy_loss_mean": 0.5596965448000885
+ },
+ {
+ "train_step": 3391,
+ "loss": 0.46777365044493124,
+ "clean_loss": 0.4684593062028371,
+ "noisy_loss_mean": 0.4675450985256293
+ },
+ {
+ "train_step": 3392,
+ "loss": 0.6135289345312305,
+ "clean_loss": 0.6072970161289675,
+ "noisy_loss_mean": 0.6156062406653181
+ },
+ {
+ "train_step": 3393,
+ "loss": 0.8057704129636716,
+ "clean_loss": 0.8078850781360583,
+ "noisy_loss_mean": 0.8050655245728761
+ },
+ {
+ "train_step": 3394,
+ "loss": 0.5207945833799638,
+ "clean_loss": 0.5157641878671435,
+ "noisy_loss_mean": 0.5224713818842371
+ },
+ {
+ "train_step": 3395,
+ "loss": 0.5294663500456234,
+ "clean_loss": 0.528191673651871,
+ "noisy_loss_mean": 0.5298912421768742
+ },
+ {
+ "train_step": 3396,
+ "loss": 0.4894135628264691,
+ "clean_loss": 0.49170542323445354,
+ "noisy_loss_mean": 0.48864960935714086
+ },
+ {
+ "train_step": 3397,
+ "loss": 0.5688473767768474,
+ "clean_loss": 0.5713363422053382,
+ "noisy_loss_mean": 0.5680177216340171
+ },
+ {
+ "train_step": 3398,
+ "loss": 0.4156697976393312,
+ "clean_loss": 0.4143631355070847,
+ "noisy_loss_mean": 0.4161053516834134
+ },
+ {
+ "train_step": 3399,
+ "loss": 0.4934686551849198,
+ "clean_loss": 0.4891540336705452,
+ "noisy_loss_mean": 0.494906862356378
+ },
+ {
+ "train_step": 3400,
+ "loss": 0.5275366828042367,
+ "clean_loss": 0.5225072404369594,
+ "noisy_loss_mean": 0.529213163593329
+ },
+ {
+ "train_step": 3401,
+ "loss": 0.7129842858415647,
+ "clean_loss": 0.71662080067001,
+ "noisy_loss_mean": 0.7117721142320831
+ },
+ {
+ "train_step": 3402,
+ "loss": 0.5913202465462968,
+ "clean_loss": 0.5882173337341237,
+ "noisy_loss_mean": 0.592354550817021
+ },
+ {
+ "train_step": 3403,
+ "loss": 0.6156719042856156,
+ "clean_loss": 0.6167319709719229,
+ "noisy_loss_mean": 0.6153185487235132
+ },
+ {
+ "train_step": 3404,
+ "loss": 0.5335267547521338,
+ "clean_loss": 0.5316646748322005,
+ "noisy_loss_mean": 0.5341474480587785
+ },
+ {
+ "train_step": 3405,
+ "loss": 0.35922401048316854,
+ "clean_loss": 0.35894558504263174,
+ "noisy_loss_mean": 0.3593168189633475
+ },
+ {
+ "train_step": 3406,
+ "loss": 0.29226888807156504,
+ "clean_loss": 0.2908112758371953,
+ "noisy_loss_mean": 0.2927547588163549
+ },
+ {
+ "train_step": 3407,
+ "loss": 0.5053684387174258,
+ "clean_loss": 0.5145570066737888,
+ "noisy_loss_mean": 0.5023055827319715
+ },
+ {
+ "train_step": 3408,
+ "loss": 0.5756952259597499,
+ "clean_loss": 0.5741946391258693,
+ "noisy_loss_mean": 0.5761954215710433
+ },
+ {
+ "train_step": 3409,
+ "loss": 0.565229573420091,
+ "clean_loss": 0.5838990993948427,
+ "noisy_loss_mean": 0.5590063980951737
+ },
+ {
+ "train_step": 3410,
+ "loss": 0.4504377058083268,
+ "clean_loss": 0.4460970353877184,
+ "noisy_loss_mean": 0.4518845959485296
+ },
+ {
+ "train_step": 3411,
+ "loss": 0.5336963021452469,
+ "clean_loss": 0.547436843542204,
+ "noisy_loss_mean": 0.5291161216795944
+ },
+ {
+ "train_step": 3412,
+ "loss": 0.8206926427334453,
+ "clean_loss": 0.8257160300001142,
+ "noisy_loss_mean": 0.8190181803112223
+ },
+ {
+ "train_step": 3413,
+ "loss": 0.5044504929184521,
+ "clean_loss": 0.49663056613667306,
+ "noisy_loss_mean": 0.5070571351790453
+ },
+ {
+ "train_step": 3414,
+ "loss": 0.4996964100911489,
+ "clean_loss": 0.49149024740548686,
+ "noisy_loss_mean": 0.5024317976530362
+ },
+ {
+ "train_step": 3415,
+ "loss": 0.6888986584663084,
+ "clean_loss": 0.6961737428580753,
+ "noisy_loss_mean": 0.6864736303357195
+ },
+ {
+ "train_step": 3416,
+ "loss": 0.6884454235436736,
+ "clean_loss": 0.6840463201650124,
+ "noisy_loss_mean": 0.6899117913365606
+ },
+ {
+ "train_step": 3417,
+ "loss": 0.7319974027578896,
+ "clean_loss": 0.7322490096297612,
+ "noisy_loss_mean": 0.7319135338005992
+ },
+ {
+ "train_step": 3418,
+ "loss": 0.37180357989611723,
+ "clean_loss": 0.36794425493933747,
+ "noisy_loss_mean": 0.37309002154837706
+ },
+ {
+ "train_step": 3419,
+ "loss": 0.5257344643084113,
+ "clean_loss": 0.5291844661771479,
+ "noisy_loss_mean": 0.5245844636854992
+ },
+ {
+ "train_step": 3420,
+ "loss": 0.6269059597748854,
+ "clean_loss": 0.6231622898535961,
+ "noisy_loss_mean": 0.6281538497486484
+ },
+ {
+ "train_step": 3421,
+ "loss": 0.5518575380791193,
+ "clean_loss": 0.5472732928974322,
+ "noisy_loss_mean": 0.5533856198063483
+ },
+ {
+ "train_step": 3422,
+ "loss": 0.4765955359687555,
+ "clean_loss": 0.4788742136702166,
+ "noisy_loss_mean": 0.4758359767349351
+ },
+ {
+ "train_step": 3423,
+ "loss": 0.47729010675124156,
+ "clean_loss": 0.4670048809216768,
+ "noisy_loss_mean": 0.48071851536109644
+ },
+ {
+ "train_step": 3424,
+ "loss": 0.49233918007467775,
+ "clean_loss": 0.4911396160062951,
+ "noisy_loss_mean": 0.49273903476413866
+ },
+ {
+ "train_step": 3425,
+ "loss": 0.4548423498705646,
+ "clean_loss": 0.4385746498206792,
+ "noisy_loss_mean": 0.46026491655385976
+ },
+ {
+ "train_step": 3426,
+ "loss": 0.4288632980587036,
+ "clean_loss": 0.4346360969107685,
+ "noisy_loss_mean": 0.42693903177468195
+ },
+ {
+ "train_step": 3427,
+ "loss": 0.5465684968197453,
+ "clean_loss": 0.529674871335458,
+ "noisy_loss_mean": 0.5521997053145077
+ },
+ {
+ "train_step": 3428,
+ "loss": 0.5927870053465374,
+ "clean_loss": 0.5905353342737594,
+ "noisy_loss_mean": 0.5935375623707967
+ },
+ {
+ "train_step": 3429,
+ "loss": 0.6056493969417986,
+ "clean_loss": 0.6067668232552893,
+ "noisy_loss_mean": 0.6052769215039685
+ },
+ {
+ "train_step": 3430,
+ "loss": 0.49649818851384264,
+ "clean_loss": 0.5013138846520331,
+ "noisy_loss_mean": 0.49489295646777914
+ },
+ {
+ "train_step": 3431,
+ "loss": 0.6027529224114316,
+ "clean_loss": 0.5966888106438221,
+ "noisy_loss_mean": 0.6047742930006347
+ },
+ {
+ "train_step": 3432,
+ "loss": 0.46172227433282487,
+ "clean_loss": 0.44468600381499823,
+ "noisy_loss_mean": 0.46740103117210047
+ },
+ {
+ "train_step": 3433,
+ "loss": 0.7432193830495851,
+ "clean_loss": 0.7442735094019751,
+ "noisy_loss_mean": 0.7428680075987883
+ },
+ {
+ "train_step": 3434,
+ "loss": 0.5982690606036218,
+ "clean_loss": 0.5928831655378516,
+ "noisy_loss_mean": 0.6000643589588787
+ },
+ {
+ "train_step": 3435,
+ "loss": 0.5579431926137832,
+ "clean_loss": 0.5709850294956462,
+ "noisy_loss_mean": 0.5535959136531623
+ },
+ {
+ "train_step": 3436,
+ "loss": 0.39331245979795415,
+ "clean_loss": 0.38886639198339024,
+ "noisy_loss_mean": 0.39479448240280884
+ },
+ {
+ "train_step": 3437,
+ "loss": 0.3332410293242597,
+ "clean_loss": 0.3328237032608118,
+ "noisy_loss_mean": 0.3333801380120757
+ },
+ {
+ "train_step": 3438,
+ "loss": 0.5705211880153498,
+ "clean_loss": 0.5833634696075218,
+ "noisy_loss_mean": 0.5662404274846258
+ },
+ {
+ "train_step": 3439,
+ "loss": 0.48712696742698036,
+ "clean_loss": 0.5004553444733342,
+ "noisy_loss_mean": 0.48268417507819583
+ },
+ {
+ "train_step": 3440,
+ "loss": 0.6336495816979317,
+ "clean_loss": 0.6260314572080812,
+ "noisy_loss_mean": 0.6361889565278819
+ },
+ {
+ "train_step": 3441,
+ "loss": 0.700389608862508,
+ "clean_loss": 0.7114659408934118,
+ "noisy_loss_mean": 0.6966974981855399
+ },
+ {
+ "train_step": 3442,
+ "loss": 0.46674817872113733,
+ "clean_loss": 0.4571625306681519,
+ "noisy_loss_mean": 0.46994339473879915
+ },
+ {
+ "train_step": 3443,
+ "loss": 0.5923031383112005,
+ "clean_loss": 0.5971239904953454,
+ "noisy_loss_mean": 0.5906961875831521
+ },
+ {
+ "train_step": 3444,
+ "loss": 0.6267007563664468,
+ "clean_loss": 0.6279301513196689,
+ "noisy_loss_mean": 0.6262909580487062
+ },
+ {
+ "train_step": 3445,
+ "loss": 0.6031896859853034,
+ "clean_loss": 0.6110976066196997,
+ "noisy_loss_mean": 0.6005537124405046
+ },
+ {
+ "train_step": 3446,
+ "loss": 0.6855462555115193,
+ "clean_loss": 0.6733351014368648,
+ "noisy_loss_mean": 0.6896166402030707
+ },
+ {
+ "train_step": 3447,
+ "loss": 0.660062028042889,
+ "clean_loss": 0.6597880314181306,
+ "noisy_loss_mean": 0.6601533602511419
+ },
+ {
+ "train_step": 3448,
+ "loss": 0.6857081660163453,
+ "clean_loss": 0.6933014437896121,
+ "noisy_loss_mean": 0.6831770734252564
+ },
+ {
+ "train_step": 3449,
+ "loss": 0.6461143672201947,
+ "clean_loss": 0.6586692183469708,
+ "noisy_loss_mean": 0.6419294168446026
+ },
+ {
+ "train_step": 3450,
+ "loss": 0.6076716538492651,
+ "clean_loss": 0.6119602652518753,
+ "noisy_loss_mean": 0.6062421167150618
+ },
+ {
+ "train_step": 3451,
+ "loss": 0.5112014801960667,
+ "clean_loss": 0.5126992859842773,
+ "noisy_loss_mean": 0.5107022115999964
+ },
+ {
+ "train_step": 3452,
+ "loss": 0.587085388007338,
+ "clean_loss": 0.5833456307700172,
+ "noisy_loss_mean": 0.5883319737531116
+ },
+ {
+ "train_step": 3453,
+ "loss": 0.5119490101381037,
+ "clean_loss": 0.5096791394718834,
+ "noisy_loss_mean": 0.5127056336935105
+ },
+ {
+ "train_step": 3454,
+ "loss": 0.6023437410879151,
+ "clean_loss": 0.6140505270893923,
+ "noisy_loss_mean": 0.5984414790874228
+ },
+ {
+ "train_step": 3455,
+ "loss": 0.6099609740791887,
+ "clean_loss": 0.6110131324609345,
+ "noisy_loss_mean": 0.6096102546186067
+ },
+ {
+ "train_step": 3456,
+ "loss": 0.6596635619917013,
+ "clean_loss": 0.6610222013498113,
+ "noisy_loss_mean": 0.6592106822056646
+ },
+ {
+ "train_step": 3457,
+ "loss": 0.40225941833141043,
+ "clean_loss": 0.41483783560319293,
+ "noisy_loss_mean": 0.39806661257414966
+ },
+ {
+ "train_step": 3458,
+ "loss": 0.3648657502390227,
+ "clean_loss": 0.36828640835179244,
+ "noisy_loss_mean": 0.3637255308680995
+ },
+ {
+ "train_step": 3459,
+ "loss": 0.6935598931858534,
+ "clean_loss": 0.6934832310822503,
+ "noisy_loss_mean": 0.6935854472203878
+ },
+ {
+ "train_step": 3460,
+ "loss": 0.46037508405662353,
+ "clean_loss": 0.46358161378516183,
+ "noisy_loss_mean": 0.4593062408137774
+ },
+ {
+ "train_step": 3461,
+ "loss": 0.523371839372972,
+ "clean_loss": 0.49065169597045993,
+ "noisy_loss_mean": 0.534278553840476
+ },
+ {
+ "train_step": 3462,
+ "loss": 0.5341215293953621,
+ "clean_loss": 0.5497923985327277,
+ "noisy_loss_mean": 0.5288979063495737
+ },
+ {
+ "train_step": 3463,
+ "loss": 0.646733509431835,
+ "clean_loss": 0.6440862547083513,
+ "noisy_loss_mean": 0.6476159276729962
+ },
+ {
+ "train_step": 3464,
+ "loss": 0.5446845620875652,
+ "clean_loss": 0.5532932778039936,
+ "noisy_loss_mean": 0.5418149901820891
+ },
+ {
+ "train_step": 3465,
+ "loss": 0.5421206986221698,
+ "clean_loss": 0.5370363260129514,
+ "noisy_loss_mean": 0.5438154894919095
+ },
+ {
+ "train_step": 3466,
+ "loss": 0.6017359520743129,
+ "clean_loss": 0.5868944799182342,
+ "noisy_loss_mean": 0.6066831094596725
+ },
+ {
+ "train_step": 3467,
+ "loss": 0.47243235613264445,
+ "clean_loss": 0.47327694991352337,
+ "noisy_loss_mean": 0.47215082487235144
+ },
+ {
+ "train_step": 3468,
+ "loss": 0.3679385939003819,
+ "clean_loss": 0.3620656972358172,
+ "noisy_loss_mean": 0.3698962261219035
+ },
+ {
+ "train_step": 3469,
+ "loss": 0.600312093674463,
+ "clean_loss": 0.6001965347404137,
+ "noisy_loss_mean": 0.6003506133191462
+ },
+ {
+ "train_step": 3470,
+ "loss": 0.6212196992858522,
+ "clean_loss": 0.6040731137710753,
+ "noisy_loss_mean": 0.6269352277907778
+ },
+ {
+ "train_step": 3471,
+ "loss": 0.5125772401107531,
+ "clean_loss": 0.5190560441079592,
+ "noisy_loss_mean": 0.5104176387783511
+ },
+ {
+ "train_step": 3472,
+ "loss": 0.4704111728610562,
+ "clean_loss": 0.46829074956012984,
+ "noisy_loss_mean": 0.4711179806280317
+ },
+ {
+ "train_step": 3473,
+ "loss": 0.4826725630146127,
+ "clean_loss": 0.4856885779784949,
+ "noisy_loss_mean": 0.4816672246933187
+ },
+ {
+ "train_step": 3474,
+ "loss": 0.7388984606196836,
+ "clean_loss": 0.7482108897386576,
+ "noisy_loss_mean": 0.7357943175800257
+ },
+ {
+ "train_step": 3475,
+ "loss": 0.8072826296032034,
+ "clean_loss": 0.8104274668597321,
+ "noisy_loss_mean": 0.8062343505176939
+ },
+ {
+ "train_step": 3476,
+ "loss": 0.5121200047379167,
+ "clean_loss": 0.5144149277580489,
+ "noisy_loss_mean": 0.5113550303978727
+ },
+ {
+ "train_step": 3477,
+ "loss": 0.5620935594526864,
+ "clean_loss": 0.5629749842274764,
+ "noisy_loss_mean": 0.5617997511944229
+ },
+ {
+ "train_step": 3478,
+ "loss": 0.5543088335002037,
+ "clean_loss": 0.5479337239772348,
+ "noisy_loss_mean": 0.55643387000786
+ },
+ {
+ "train_step": 3479,
+ "loss": 0.6276201672978304,
+ "clean_loss": 0.6280625813898579,
+ "noisy_loss_mean": 0.6274726959338214
+ },
+ {
+ "train_step": 3480,
+ "loss": 0.6909195940970259,
+ "clean_loss": 0.6939664322976901,
+ "noisy_loss_mean": 0.6899039813634711
+ },
+ {
+ "train_step": 3481,
+ "loss": 0.6671162190059792,
+ "clean_loss": 0.6683422142541132,
+ "noisy_loss_mean": 0.6667075539232679
+ },
+ {
+ "train_step": 3482,
+ "loss": 0.5505823221319613,
+ "clean_loss": 0.5458829871833109,
+ "noisy_loss_mean": 0.5521487671148448
+ },
+ {
+ "train_step": 3483,
+ "loss": 0.738488734120786,
+ "clean_loss": 0.7235052441665805,
+ "noisy_loss_mean": 0.7434832307721878
+ },
+ {
+ "train_step": 3484,
+ "loss": 0.44681880538942526,
+ "clean_loss": 0.4440474142716169,
+ "noisy_loss_mean": 0.4477426024286946
+ },
+ {
+ "train_step": 3485,
+ "loss": 0.5823232004775734,
+ "clean_loss": 0.5842607247510033,
+ "noisy_loss_mean": 0.5816773590530966
+ },
+ {
+ "train_step": 3486,
+ "loss": 0.3503280375119597,
+ "clean_loss": 0.3431414124750126,
+ "noisy_loss_mean": 0.352723579190942
+ },
+ {
+ "train_step": 3487,
+ "loss": 0.6522921943181305,
+ "clean_loss": 0.6600304716643804,
+ "noisy_loss_mean": 0.6497127685360472
+ },
+ {
+ "train_step": 3488,
+ "loss": 0.7689385937266284,
+ "clean_loss": 0.7740089409067026,
+ "noisy_loss_mean": 0.767248477999937
+ },
+ {
+ "train_step": 3489,
+ "loss": 0.45109419921381017,
+ "clean_loss": 0.46399861011891175,
+ "noisy_loss_mean": 0.44679272891210964
+ },
+ {
+ "train_step": 3490,
+ "loss": 0.35185824902080604,
+ "clean_loss": 0.35351603764363554,
+ "noisy_loss_mean": 0.3513056528131962
+ },
+ {
+ "train_step": 3491,
+ "loss": 0.4196692997276168,
+ "clean_loss": 0.4327736587377643,
+ "noisy_loss_mean": 0.41530118005756766
+ },
+ {
+ "train_step": 3492,
+ "loss": 0.6498148096736972,
+ "clean_loss": 0.6439527657160727,
+ "noisy_loss_mean": 0.6517688243262386
+ },
+ {
+ "train_step": 3493,
+ "loss": 0.5036828925411687,
+ "clean_loss": 0.5062116105783339,
+ "noisy_loss_mean": 0.5028399865287804
+ },
+ {
+ "train_step": 3494,
+ "loss": 0.5465637661688154,
+ "clean_loss": 0.5358723706054542,
+ "noisy_loss_mean": 0.5501275646899358
+ },
+ {
+ "train_step": 3495,
+ "loss": 0.5746422166744467,
+ "clean_loss": 0.5684614770908679,
+ "noisy_loss_mean": 0.5767024632023063
+ },
+ {
+ "train_step": 3496,
+ "loss": 0.6460496155785123,
+ "clean_loss": 0.6475054886506401,
+ "noisy_loss_mean": 0.6455643245544697
+ },
+ {
+ "train_step": 3497,
+ "loss": 0.6712258720720674,
+ "clean_loss": 0.6625240563368029,
+ "noisy_loss_mean": 0.6741264773171555
+ },
+ {
+ "train_step": 3498,
+ "loss": 0.7020691529792591,
+ "clean_loss": 0.7159624195948239,
+ "noisy_loss_mean": 0.6974380641074042
+ },
+ {
+ "train_step": 3499,
+ "loss": 0.6499762445553761,
+ "clean_loss": 0.6475581860168457,
+ "noisy_loss_mean": 0.6507822640682196
+ },
+ {
+ "train_step": 3500,
+ "loss": 0.5223554889152793,
+ "clean_loss": 0.5107212706131058,
+ "noisy_loss_mean": 0.5262335616826704
+ },
+ {
+ "train_step": 3501,
+ "loss": 0.4938937364116065,
+ "clean_loss": 0.4821416157799018,
+ "noisy_loss_mean": 0.4978111099555081
+ },
+ {
+ "train_step": 3502,
+ "loss": 0.6324226082190116,
+ "clean_loss": 0.632500107347908,
+ "noisy_loss_mean": 0.6323967751760463
+ },
+ {
+ "train_step": 3503,
+ "loss": 0.4604348778999772,
+ "clean_loss": 0.44036705382708646,
+ "noisy_loss_mean": 0.4671241525909408
+ },
+ {
+ "train_step": 3504,
+ "loss": 0.7431341941591199,
+ "clean_loss": 0.7417592808103384,
+ "noisy_loss_mean": 0.7435924986087138
+ },
+ {
+ "train_step": 3505,
+ "loss": 0.6182374842638447,
+ "clean_loss": 0.6209007777955378,
+ "noisy_loss_mean": 0.6173497197532805
+ },
+ {
+ "train_step": 3506,
+ "loss": 0.4676425589208488,
+ "clean_loss": 0.4450012901484036,
+ "noisy_loss_mean": 0.47518964851166395
+ },
+ {
+ "train_step": 3507,
+ "loss": 0.5045255060504402,
+ "clean_loss": 0.49807816351775924,
+ "noisy_loss_mean": 0.5066746202280007
+ },
+ {
+ "train_step": 3508,
+ "loss": 0.44143431407028566,
+ "clean_loss": 0.4377922546996563,
+ "noisy_loss_mean": 0.4426483338604954
+ },
+ {
+ "train_step": 3509,
+ "loss": 0.6999877581747523,
+ "clean_loss": 0.7010780664135483,
+ "noisy_loss_mean": 0.6996243220951537
+ },
+ {
+ "train_step": 3510,
+ "loss": 0.4011931926812943,
+ "clean_loss": 0.401425093876947,
+ "noisy_loss_mean": 0.40111589228274336
+ },
+ {
+ "train_step": 3511,
+ "loss": 0.7436921449649996,
+ "clean_loss": 0.7411228109592244,
+ "noisy_loss_mean": 0.7445485896335913
+ },
+ {
+ "train_step": 3512,
+ "loss": 0.4494925049595867,
+ "clean_loss": 0.44331386035831766,
+ "noisy_loss_mean": 0.4515520531600097
+ },
+ {
+ "train_step": 3513,
+ "loss": 0.7838452967179794,
+ "clean_loss": 0.7961651640505532,
+ "noisy_loss_mean": 0.7797386742737881
+ },
+ {
+ "train_step": 3514,
+ "loss": 0.5148506008745424,
+ "clean_loss": 0.49929331955334855,
+ "noisy_loss_mean": 0.5200363613149404
+ },
+ {
+ "train_step": 3515,
+ "loss": 0.4675219082358548,
+ "clean_loss": 0.47836760044030024,
+ "noisy_loss_mean": 0.4639066775010397
+ },
+ {
+ "train_step": 3516,
+ "loss": 0.5013044089386939,
+ "clean_loss": 0.49859991356331473,
+ "noisy_loss_mean": 0.5022059073971535
+ },
+ {
+ "train_step": 3517,
+ "loss": 0.4949435459716919,
+ "clean_loss": 0.4940963691799241,
+ "noisy_loss_mean": 0.4952259382356144
+ },
+ {
+ "train_step": 3518,
+ "loss": 0.5597054181561008,
+ "clean_loss": 0.5646622723184179,
+ "noisy_loss_mean": 0.5580531334353283
+ },
+ {
+ "train_step": 3519,
+ "loss": 0.6294336519879719,
+ "clean_loss": 0.6311544759209615,
+ "noisy_loss_mean": 0.6288600440103086
+ },
+ {
+ "train_step": 3520,
+ "loss": 0.5726046331368373,
+ "clean_loss": 0.57701712979528,
+ "noisy_loss_mean": 0.5711338009173564
+ },
+ {
+ "train_step": 3521,
+ "loss": 0.4902087027026184,
+ "clean_loss": 0.48359527574224265,
+ "noisy_loss_mean": 0.49241317835607695
+ },
+ {
+ "train_step": 3522,
+ "loss": 0.6315920843066596,
+ "clean_loss": 0.6185978889475462,
+ "noisy_loss_mean": 0.6359234827596975
+ },
+ {
+ "train_step": 3523,
+ "loss": 0.6010194479225239,
+ "clean_loss": 0.6101198228765548,
+ "noisy_loss_mean": 0.5979859896045137
+ },
+ {
+ "train_step": 3524,
+ "loss": 0.5707681157738203,
+ "clean_loss": 0.5693806855893596,
+ "noisy_loss_mean": 0.5712305925019738
+ },
+ {
+ "train_step": 3525,
+ "loss": 0.2993736656533527,
+ "clean_loss": 0.2988755767630226,
+ "noisy_loss_mean": 0.29953969528346275
+ },
+ {
+ "train_step": 3526,
+ "loss": 0.5268057834921417,
+ "clean_loss": 0.5169755968296179,
+ "noisy_loss_mean": 0.5300825123796497
+ },
+ {
+ "train_step": 3527,
+ "loss": 0.5881278785080899,
+ "clean_loss": 0.5841704344022378,
+ "noisy_loss_mean": 0.5894470265433739
+ },
+ {
+ "train_step": 3528,
+ "loss": 0.6171778477084058,
+ "clean_loss": 0.6253723035129858,
+ "noisy_loss_mean": 0.6144463624402124
+ },
+ {
+ "train_step": 3529,
+ "loss": 0.5844140196001152,
+ "clean_loss": 0.580976912908251,
+ "noisy_loss_mean": 0.5855597218307366
+ },
+ {
+ "train_step": 3530,
+ "loss": 0.582528591224188,
+ "clean_loss": 0.5760394515589354,
+ "noisy_loss_mean": 0.5846916377792722
+ },
+ {
+ "train_step": 3531,
+ "loss": 0.4898843946184397,
+ "clean_loss": 0.4961752629962134,
+ "noisy_loss_mean": 0.4877874384925151
+ },
+ {
+ "train_step": 3532,
+ "loss": 0.6282403366599394,
+ "clean_loss": 0.6198352868017624,
+ "noisy_loss_mean": 0.6310420199459984
+ },
+ {
+ "train_step": 3533,
+ "loss": 0.6624039655623204,
+ "clean_loss": 0.6397550510982686,
+ "noisy_loss_mean": 0.6699536037170043
+ },
+ {
+ "train_step": 3534,
+ "loss": 0.5114438668938828,
+ "clean_loss": 0.5077665814865575,
+ "noisy_loss_mean": 0.5126696286963245
+ },
+ {
+ "train_step": 3535,
+ "loss": 0.8456448557698386,
+ "clean_loss": 0.8740276505060078,
+ "noisy_loss_mean": 0.8361839241911156
+ },
+ {
+ "train_step": 3536,
+ "loss": 0.5920847074386,
+ "clean_loss": 0.5836405185080279,
+ "noisy_loss_mean": 0.594899437082124
+ },
+ {
+ "train_step": 3537,
+ "loss": 0.7891002263056834,
+ "clean_loss": 0.8024408471047598,
+ "noisy_loss_mean": 0.7846533527059912
+ },
+ {
+ "train_step": 3538,
+ "loss": 0.575682243271654,
+ "clean_loss": 0.5628038180204674,
+ "noisy_loss_mean": 0.5799750516887162
+ },
+ {
+ "train_step": 3539,
+ "loss": 0.49850533499025795,
+ "clean_loss": 0.49608628130248833,
+ "noisy_loss_mean": 0.49931168621951444
+ },
+ {
+ "train_step": 3540,
+ "loss": 0.5323139719889991,
+ "clean_loss": 0.5369951995468518,
+ "noisy_loss_mean": 0.5307535628030483
+ },
+ {
+ "train_step": 3541,
+ "loss": 0.5719823226352749,
+ "clean_loss": 0.59341083200947,
+ "noisy_loss_mean": 0.5648394861772098
+ },
+ {
+ "train_step": 3542,
+ "loss": 0.5881853399111346,
+ "clean_loss": 0.5805314514612356,
+ "noisy_loss_mean": 0.5907366360611009
+ },
+ {
+ "train_step": 3543,
+ "loss": 0.4402405315414873,
+ "clean_loss": 0.44885734113327697,
+ "noisy_loss_mean": 0.4373682616775574
+ },
+ {
+ "train_step": 3544,
+ "loss": 0.5515592101101411,
+ "clean_loss": 0.5539555660749512,
+ "noisy_loss_mean": 0.5507604247885377
+ },
+ {
+ "train_step": 3545,
+ "loss": 0.5851756137121156,
+ "clean_loss": 0.5961902703949844,
+ "noisy_loss_mean": 0.5815040614844927
+ },
+ {
+ "train_step": 3546,
+ "loss": 0.6132418752756096,
+ "clean_loss": 0.6153978902083149,
+ "noisy_loss_mean": 0.6125232036313745
+ },
+ {
+ "train_step": 3547,
+ "loss": 0.5414842446935044,
+ "clean_loss": 0.5496033193605989,
+ "noisy_loss_mean": 0.5387778864711396
+ },
+ {
+ "train_step": 3548,
+ "loss": 0.7091154932114423,
+ "clean_loss": 0.7146386212104554,
+ "noisy_loss_mean": 0.7072744505451046
+ },
+ {
+ "train_step": 3549,
+ "loss": 0.9184580721564419,
+ "clean_loss": 0.929424380860502,
+ "noisy_loss_mean": 0.9148026359217551
+ },
+ {
+ "train_step": 3550,
+ "loss": 0.7638546270647257,
+ "clean_loss": 0.764241008562687,
+ "noisy_loss_mean": 0.7637258332320721
+ },
+ {
+ "train_step": 3551,
+ "loss": 0.8303892521967382,
+ "clean_loss": 0.8384885933673392,
+ "noisy_loss_mean": 0.8276894718065378
+ },
+ {
+ "train_step": 3552,
+ "loss": 0.7201429933296113,
+ "clean_loss": 0.7233304387913486,
+ "noisy_loss_mean": 0.7190805115090321
+ },
+ {
+ "train_step": 3553,
+ "loss": 0.639387628596987,
+ "clean_loss": 0.6364367899473962,
+ "noisy_loss_mean": 0.6403712414801838
+ },
+ {
+ "train_step": 3554,
+ "loss": 0.6320061962236448,
+ "clean_loss": 0.6272005998007255,
+ "noisy_loss_mean": 0.6336080616979514
+ },
+ {
+ "train_step": 3555,
+ "loss": 0.3704770451140521,
+ "clean_loss": 0.3745916180974254,
+ "noisy_loss_mean": 0.369105520786261
+ },
+ {
+ "train_step": 3556,
+ "loss": 0.46243760533217504,
+ "clean_loss": 0.46205563539037015,
+ "noisy_loss_mean": 0.46256492864611
+ },
+ {
+ "train_step": 3557,
+ "loss": 0.8038218322933748,
+ "clean_loss": 0.7811084891778319,
+ "noisy_loss_mean": 0.8113929466652224
+ },
+ {
+ "train_step": 3558,
+ "loss": 0.534774949284164,
+ "clean_loss": 0.5281580436877162,
+ "noisy_loss_mean": 0.53698058448298
+ },
+ {
+ "train_step": 3559,
+ "loss": 0.5932206216330125,
+ "clean_loss": 0.6042994584388018,
+ "noisy_loss_mean": 0.5895276760310826
+ },
+ {
+ "train_step": 3560,
+ "loss": 0.4509979097323969,
+ "clean_loss": 0.4472547429892462,
+ "noisy_loss_mean": 0.4522456319801138
+ },
+ {
+ "train_step": 3561,
+ "loss": 0.5385034856541888,
+ "clean_loss": 0.5430085145117155,
+ "noisy_loss_mean": 0.5370018093683466
+ },
+ {
+ "train_step": 3562,
+ "loss": 0.6044023950088242,
+ "clean_loss": 0.5918593324486842,
+ "noisy_loss_mean": 0.6085834158622042
+ },
+ {
+ "train_step": 3563,
+ "loss": 0.4977653490773262,
+ "clean_loss": 0.5016084121348751,
+ "noisy_loss_mean": 0.4964843280581433
+ },
+ {
+ "train_step": 3564,
+ "loss": 0.6010310345115643,
+ "clean_loss": 0.5960377838579594,
+ "noisy_loss_mean": 0.6026954513960993
+ },
+ {
+ "train_step": 3565,
+ "loss": 0.5509298832377597,
+ "clean_loss": 0.5546177349652555,
+ "noisy_loss_mean": 0.5497005993285945
+ },
+ {
+ "train_step": 3566,
+ "loss": 0.541532145494731,
+ "clean_loss": 0.5449246357815797,
+ "noisy_loss_mean": 0.5404013153991148
+ },
+ {
+ "train_step": 3567,
+ "loss": 0.4668750373481614,
+ "clean_loss": 0.4720817287199516,
+ "noisy_loss_mean": 0.46513947355756463
+ },
+ {
+ "train_step": 3568,
+ "loss": 0.5661716996518465,
+ "clean_loss": 0.5588542238088011,
+ "noisy_loss_mean": 0.5686108582661951
+ },
+ {
+ "train_step": 3569,
+ "loss": 0.6201583792685836,
+ "clean_loss": 0.6351852198402627,
+ "noisy_loss_mean": 0.6151494324113572
+ },
+ {
+ "train_step": 3570,
+ "loss": 0.5473301231337315,
+ "clean_loss": 0.5491124100381102,
+ "noisy_loss_mean": 0.5467360274989387
+ },
+ {
+ "train_step": 3571,
+ "loss": 0.6320302301066788,
+ "clean_loss": 0.639198063599156,
+ "noisy_loss_mean": 0.6296409522758531
+ },
+ {
+ "train_step": 3572,
+ "loss": 0.7323898699608106,
+ "clean_loss": 0.7349526543172642,
+ "noisy_loss_mean": 0.7315356085086594
+ },
+ {
+ "train_step": 3573,
+ "loss": 0.4719594162560432,
+ "clean_loss": 0.4676551453733563,
+ "noisy_loss_mean": 0.4733941732169389
+ },
+ {
+ "train_step": 3574,
+ "loss": 0.40218692067679285,
+ "clean_loss": 0.41166645978360333,
+ "noisy_loss_mean": 0.3990270743078561
+ },
+ {
+ "train_step": 3575,
+ "loss": 0.5005089492137736,
+ "clean_loss": 0.5055728105289948,
+ "noisy_loss_mean": 0.49882099544203323
+ },
+ {
+ "train_step": 3576,
+ "loss": 0.5644160797178287,
+ "clean_loss": 0.567480399449329,
+ "noisy_loss_mean": 0.5633946398073286
+ },
+ {
+ "train_step": 3577,
+ "loss": 0.6072162925266762,
+ "clean_loss": 0.5998926022849155,
+ "noisy_loss_mean": 0.609657522607263
+ },
+ {
+ "train_step": 3578,
+ "loss": 0.5942932748885094,
+ "clean_loss": 0.5992323197838787,
+ "noisy_loss_mean": 0.5926469265900528
+ },
+ {
+ "train_step": 3579,
+ "loss": 0.34756032449175767,
+ "clean_loss": 0.3207214261336497,
+ "noisy_loss_mean": 0.35650662394446037
+ },
+ {
+ "train_step": 3580,
+ "loss": 0.46663385601108337,
+ "clean_loss": 0.4550259116486723,
+ "noisy_loss_mean": 0.4705031707985537
+ },
+ {
+ "train_step": 3581,
+ "loss": 0.6014137104215169,
+ "clean_loss": 0.60214677388545,
+ "noisy_loss_mean": 0.6011693559335392
+ },
+ {
+ "train_step": 3582,
+ "loss": 0.7210987101278193,
+ "clean_loss": 0.7293349718971023,
+ "noisy_loss_mean": 0.7183532895380583
+ },
+ {
+ "train_step": 3583,
+ "loss": 0.6024357928514958,
+ "clean_loss": 0.5961653594592797,
+ "noisy_loss_mean": 0.6045259373155679
+ },
+ {
+ "train_step": 3584,
+ "loss": 0.5569792898574688,
+ "clean_loss": 0.554868807082466,
+ "noisy_loss_mean": 0.5576827841158032
+ },
+ {
+ "train_step": 3585,
+ "loss": 0.6287089686115583,
+ "clean_loss": 0.63223229735449,
+ "noisy_loss_mean": 0.6275345256972479
+ },
+ {
+ "train_step": 3586,
+ "loss": 0.7582485540937072,
+ "clean_loss": 0.7516690296124,
+ "noisy_loss_mean": 0.7604417289208095
+ },
+ {
+ "train_step": 3587,
+ "loss": 0.6321766132153124,
+ "clean_loss": 0.6343110132029726,
+ "noisy_loss_mean": 0.631465146552759
+ },
+ {
+ "train_step": 3588,
+ "loss": 0.3054392346241943,
+ "clean_loss": 0.30352689215205847,
+ "noisy_loss_mean": 0.3060766821149062
+ },
+ {
+ "train_step": 3589,
+ "loss": 0.758114067896888,
+ "clean_loss": 0.7653277476527021,
+ "noisy_loss_mean": 0.7557095079782833
+ },
+ {
+ "train_step": 3590,
+ "loss": 0.4716773328174232,
+ "clean_loss": 0.46906661774885516,
+ "noisy_loss_mean": 0.4725475711736125
+ },
+ {
+ "train_step": 3591,
+ "loss": 0.6710118598884414,
+ "clean_loss": 0.6583251471692729,
+ "noisy_loss_mean": 0.6752407641281643
+ },
+ {
+ "train_step": 3592,
+ "loss": 0.561490566981889,
+ "clean_loss": 0.5650844089921516,
+ "noisy_loss_mean": 0.5602926196451349
+ },
+ {
+ "train_step": 3593,
+ "loss": 0.811774141061915,
+ "clean_loss": 0.8181652763365167,
+ "noisy_loss_mean": 0.8096437626370477
+ },
+ {
+ "train_step": 3594,
+ "loss": 0.5412268980580167,
+ "clean_loss": 0.5406254591326075,
+ "noisy_loss_mean": 0.5414273776998197
+ },
+ {
+ "train_step": 3595,
+ "loss": 0.7999626078604418,
+ "clean_loss": 0.7910663736710456,
+ "noisy_loss_mean": 0.8029280192569072
+ },
+ {
+ "train_step": 3596,
+ "loss": 0.5471329736766123,
+ "clean_loss": 0.5404054564941752,
+ "noisy_loss_mean": 0.5493754794040914
+ },
+ {
+ "train_step": 3597,
+ "loss": 0.41456760798263276,
+ "clean_loss": 0.41472907047969,
+ "noisy_loss_mean": 0.41451378715028037
+ },
+ {
+ "train_step": 3598,
+ "loss": 0.7202794524728893,
+ "clean_loss": 0.7088812692915939,
+ "noisy_loss_mean": 0.7240788468666545
+ },
+ {
+ "train_step": 3599,
+ "loss": 0.5718061684340277,
+ "clean_loss": 0.5720616953693647,
+ "noisy_loss_mean": 0.5717209927889152
+ },
+ {
+ "train_step": 3600,
+ "loss": 0.5328547616134716,
+ "clean_loss": 0.5416339364613891,
+ "noisy_loss_mean": 0.5299283699974991
+ },
+ {
+ "train_step": 3601,
+ "loss": 0.5500921019211471,
+ "clean_loss": 0.5621198031788898,
+ "noisy_loss_mean": 0.5460828681685662
+ },
+ {
+ "train_step": 3602,
+ "loss": 0.4938463392543424,
+ "clean_loss": 0.4845936901209285,
+ "noisy_loss_mean": 0.496930555632147
+ },
+ {
+ "train_step": 3603,
+ "loss": 0.6350116014802947,
+ "clean_loss": 0.6329314831991477,
+ "noisy_loss_mean": 0.635704974240677
+ },
+ {
+ "train_step": 3604,
+ "loss": 0.6191448010417311,
+ "clean_loss": 0.6285999521888234,
+ "noisy_loss_mean": 0.6159930839927003
+ },
+ {
+ "train_step": 3605,
+ "loss": 0.7633805302353167,
+ "clean_loss": 0.7646322533498368,
+ "noisy_loss_mean": 0.7629632891971433
+ },
+ {
+ "train_step": 3606,
+ "loss": 0.5614990509868435,
+ "clean_loss": 0.5700403341992383,
+ "noisy_loss_mean": 0.5586519565827119
+ },
+ {
+ "train_step": 3607,
+ "loss": 0.4938804508118413,
+ "clean_loss": 0.49179329177850095,
+ "noisy_loss_mean": 0.49457617048962144
+ },
+ {
+ "train_step": 3608,
+ "loss": 0.4021538121282834,
+ "clean_loss": 0.40186709655052255,
+ "noisy_loss_mean": 0.40224938398753696
+ },
+ {
+ "train_step": 3609,
+ "loss": 0.6034687879714494,
+ "clean_loss": 0.5867034315734495,
+ "noisy_loss_mean": 0.609057240104116
+ },
+ {
+ "train_step": 3610,
+ "loss": 0.6484684999867794,
+ "clean_loss": 0.6454884980547121,
+ "noisy_loss_mean": 0.6494618339641351
+ },
+ {
+ "train_step": 3611,
+ "loss": 0.5738926025507168,
+ "clean_loss": 0.5693287838984662,
+ "noisy_loss_mean": 0.5754138754348004
+ },
+ {
+ "train_step": 3612,
+ "loss": 0.7025032382337504,
+ "clean_loss": 0.6846045770664618,
+ "noisy_loss_mean": 0.7084694586228467
+ },
+ {
+ "train_step": 3613,
+ "loss": 0.6305872319949966,
+ "clean_loss": 0.6231310660937037,
+ "noisy_loss_mean": 0.6330726206287608
+ },
+ {
+ "train_step": 3614,
+ "loss": 0.5892265071978087,
+ "clean_loss": 0.5922509766658439,
+ "noisy_loss_mean": 0.5882183507084636
+ },
+ {
+ "train_step": 3615,
+ "loss": 0.3494789491074517,
+ "clean_loss": 0.34404300829788037,
+ "noisy_loss_mean": 0.3512909293773088
+ },
+ {
+ "train_step": 3616,
+ "loss": 0.4290184580998949,
+ "clean_loss": 0.4325352295035705,
+ "noisy_loss_mean": 0.4278462009653364
+ },
+ {
+ "train_step": 3617,
+ "loss": 0.46291033650959235,
+ "clean_loss": 0.4704513226820579,
+ "noisy_loss_mean": 0.4603966744521039
+ },
+ {
+ "train_step": 3618,
+ "loss": 0.6098357683875352,
+ "clean_loss": 0.6126074114112304,
+ "noisy_loss_mean": 0.6089118873796368
+ },
+ {
+ "train_step": 3619,
+ "loss": 0.7732493114102765,
+ "clean_loss": 0.768199653294378,
+ "noisy_loss_mean": 0.7749325307822428
+ },
+ {
+ "train_step": 3620,
+ "loss": 0.6784744378192786,
+ "clean_loss": 0.661533161153787,
+ "noisy_loss_mean": 0.6841215300411093
+ },
+ {
+ "train_step": 3621,
+ "loss": 0.5197658647271267,
+ "clean_loss": 0.5114257843766694,
+ "noisy_loss_mean": 0.5225458915106125
+ },
+ {
+ "train_step": 3622,
+ "loss": 0.5932294219900147,
+ "clean_loss": 0.5899808572166898,
+ "noisy_loss_mean": 0.5943122769144563
+ },
+ {
+ "train_step": 3623,
+ "loss": 0.5180992717161985,
+ "clean_loss": 0.5156183279465307,
+ "noisy_loss_mean": 0.5189262529727544
+ },
+ {
+ "train_step": 3624,
+ "loss": 0.6392261628962014,
+ "clean_loss": 0.6369462707808972,
+ "noisy_loss_mean": 0.6399861269346362
+ },
+ {
+ "train_step": 3625,
+ "loss": 0.4969849072205843,
+ "clean_loss": 0.4918869661560084,
+ "noisy_loss_mean": 0.4986842209087763
+ },
+ {
+ "train_step": 3626,
+ "loss": 0.47216052323352153,
+ "clean_loss": 0.45619204331940266,
+ "noisy_loss_mean": 0.4774833498715612
+ },
+ {
+ "train_step": 3627,
+ "loss": 0.4588430097790704,
+ "clean_loss": 0.45908607915394456,
+ "noisy_loss_mean": 0.45876198665411233
+ },
+ {
+ "train_step": 3628,
+ "loss": 0.6730740647101111,
+ "clean_loss": 0.672015642348748,
+ "noisy_loss_mean": 0.6734268721638988
+ },
+ {
+ "train_step": 3629,
+ "loss": 0.5550191613878683,
+ "clean_loss": 0.5615499311621271,
+ "noisy_loss_mean": 0.5528422381297821
+ },
+ {
+ "train_step": 3630,
+ "loss": 0.6425802087999267,
+ "clean_loss": 0.6226153125052081,
+ "noisy_loss_mean": 0.6492351742314996
+ },
+ {
+ "train_step": 3631,
+ "loss": 0.7138126410230033,
+ "clean_loss": 0.7294618433237916,
+ "noisy_loss_mean": 0.708596240256074
+ },
+ {
+ "train_step": 3632,
+ "loss": 0.6114144990584174,
+ "clean_loss": 0.6018878572007231,
+ "noisy_loss_mean": 0.6145900463443154
+ },
+ {
+ "train_step": 3633,
+ "loss": 0.4967324594982564,
+ "clean_loss": 0.4930466036840352,
+ "noisy_loss_mean": 0.4979610781029968
+ },
+ {
+ "train_step": 3634,
+ "loss": 0.4403497618024512,
+ "clean_loss": 0.4396297369739904,
+ "noisy_loss_mean": 0.44058977007860484
+ },
+ {
+ "train_step": 3635,
+ "loss": 0.38217879817072864,
+ "clean_loss": 0.37954679707301153,
+ "noisy_loss_mean": 0.3830561318699676
+ },
+ {
+ "train_step": 3636,
+ "loss": 0.6629219600551797,
+ "clean_loss": 0.6566205789157604,
+ "noisy_loss_mean": 0.6650224204349859
+ },
+ {
+ "train_step": 3637,
+ "loss": 0.6573372554422351,
+ "clean_loss": 0.6481829570914893,
+ "noisy_loss_mean": 0.6603886882258171
+ },
+ {
+ "train_step": 3638,
+ "loss": 0.6609139531001959,
+ "clean_loss": 0.666347227034451,
+ "noisy_loss_mean": 0.6591028617887775
+ },
+ {
+ "train_step": 3639,
+ "loss": 0.5600181449210407,
+ "clean_loss": 0.5764332851271158,
+ "noisy_loss_mean": 0.5545464315190157
+ },
+ {
+ "train_step": 3640,
+ "loss": 0.6784128017706281,
+ "clean_loss": 0.6741388676712193,
+ "noisy_loss_mean": 0.679837446470431
+ },
+ {
+ "train_step": 3641,
+ "loss": 0.4281316124429664,
+ "clean_loss": 0.42591538541266005,
+ "noisy_loss_mean": 0.42887035478640184
+ },
+ {
+ "train_step": 3642,
+ "loss": 0.3907763504797574,
+ "clean_loss": 0.38857126824450156,
+ "noisy_loss_mean": 0.3915113778915093
+ },
+ {
+ "train_step": 3643,
+ "loss": 0.5674551214458182,
+ "clean_loss": 0.560817578108807,
+ "noisy_loss_mean": 0.5696676358914886
+ },
+ {
+ "train_step": 3644,
+ "loss": 0.6505794571993786,
+ "clean_loss": 0.6479646452731312,
+ "noisy_loss_mean": 0.6514510611747943
+ },
+ {
+ "train_step": 3645,
+ "loss": 0.5896681102572772,
+ "clean_loss": 0.598426711826768,
+ "noisy_loss_mean": 0.5867485764007804
+ },
+ {
+ "train_step": 3646,
+ "loss": 0.5891266473386941,
+ "clean_loss": 0.5956185004431576,
+ "noisy_loss_mean": 0.586962696303873
+ },
+ {
+ "train_step": 3647,
+ "loss": 0.5769308874278336,
+ "clean_loss": 0.5763572702079641,
+ "noisy_loss_mean": 0.5771220931677902
+ },
+ {
+ "train_step": 3648,
+ "loss": 0.5686090528609353,
+ "clean_loss": 0.5697613170176923,
+ "noisy_loss_mean": 0.568224964808683
+ },
+ {
+ "train_step": 3649,
+ "loss": 0.5942796089682372,
+ "clean_loss": 0.5868130181314751,
+ "noisy_loss_mean": 0.5967684725804913
+ },
+ {
+ "train_step": 3650,
+ "loss": 0.49417567986592603,
+ "clean_loss": 0.48532326405363074,
+ "noisy_loss_mean": 0.49712648513669117
+ },
+ {
+ "train_step": 3651,
+ "loss": 0.5720829829692609,
+ "clean_loss": 0.5619189847516295,
+ "noisy_loss_mean": 0.5754709823751379
+ },
+ {
+ "train_step": 3652,
+ "loss": 0.5853645106252052,
+ "clean_loss": 0.5744825015648295,
+ "noisy_loss_mean": 0.5889918469786638
+ },
+ {
+ "train_step": 3653,
+ "loss": 0.4892914275497563,
+ "clean_loss": 0.49764321782197984,
+ "noisy_loss_mean": 0.4865074974590151
+ },
+ {
+ "train_step": 3654,
+ "loss": 0.5122893386622016,
+ "clean_loss": 0.504749260331115,
+ "noisy_loss_mean": 0.5148026981058972
+ },
+ {
+ "train_step": 3655,
+ "loss": 0.5864252466784472,
+ "clean_loss": 0.56687979543227,
+ "noisy_loss_mean": 0.5929403970938395
+ },
+ {
+ "train_step": 3656,
+ "loss": 0.6143057398603861,
+ "clean_loss": 0.6216764059228482,
+ "noisy_loss_mean": 0.6118488511728987
+ },
+ {
+ "train_step": 3657,
+ "loss": 0.6461539080427616,
+ "clean_loss": 0.6340987685008246,
+ "noisy_loss_mean": 0.650172287890074
+ },
+ {
+ "train_step": 3658,
+ "loss": 0.6552084361519079,
+ "clean_loss": 0.6475776640357687,
+ "noisy_loss_mean": 0.6577520268572877
+ },
+ {
+ "train_step": 3659,
+ "loss": 0.49716420814144924,
+ "clean_loss": 0.49146205495032524,
+ "noisy_loss_mean": 0.4990649258718239
+ },
+ {
+ "train_step": 3660,
+ "loss": 0.5510738609581232,
+ "clean_loss": 0.5563554794617638,
+ "noisy_loss_mean": 0.5493133214569096
+ },
+ {
+ "train_step": 3661,
+ "loss": 0.6401346130795508,
+ "clean_loss": 0.6353374610856689,
+ "noisy_loss_mean": 0.6417336637441781
+ },
+ {
+ "train_step": 3662,
+ "loss": 0.6900403879659727,
+ "clean_loss": 0.6946862185173694,
+ "noisy_loss_mean": 0.6884917777821737
+ },
+ {
+ "train_step": 3663,
+ "loss": 0.5095302158098989,
+ "clean_loss": 0.4924588356285811,
+ "noisy_loss_mean": 0.515220675870338
+ },
+ {
+ "train_step": 3664,
+ "loss": 0.6709696520341535,
+ "clean_loss": 0.6725974860944021,
+ "noisy_loss_mean": 0.6704270406807372
+ },
+ {
+ "train_step": 3665,
+ "loss": 0.4748624918151779,
+ "clean_loss": 0.47536213693759793,
+ "noisy_loss_mean": 0.4746959434410379
+ },
+ {
+ "train_step": 3666,
+ "loss": 0.6618293886764993,
+ "clean_loss": 0.6605145011494055,
+ "noisy_loss_mean": 0.6622676845188641
+ },
+ {
+ "train_step": 3667,
+ "loss": 0.47373548766146634,
+ "clean_loss": 0.4749355558389305,
+ "noisy_loss_mean": 0.47333546493564493
+ },
+ {
+ "train_step": 3668,
+ "loss": 0.4919538796554898,
+ "clean_loss": 0.5049522697404861,
+ "noisy_loss_mean": 0.48762108296049106
+ },
+ {
+ "train_step": 3669,
+ "loss": 0.5218880255734417,
+ "clean_loss": 0.5176583403448671,
+ "noisy_loss_mean": 0.5232979206496333
+ },
+ {
+ "train_step": 3670,
+ "loss": 0.5098388964643353,
+ "clean_loss": 0.504106790188188,
+ "noisy_loss_mean": 0.5117495985563845
+ },
+ {
+ "train_step": 3671,
+ "loss": 0.4604842156044175,
+ "clean_loss": 0.4597644040874861,
+ "noisy_loss_mean": 0.4607241527767279
+ },
+ {
+ "train_step": 3672,
+ "loss": 0.4198687138288211,
+ "clean_loss": 0.418310609753362,
+ "noisy_loss_mean": 0.4203880818539742
+ },
+ {
+ "train_step": 3673,
+ "loss": 0.7381140309254688,
+ "clean_loss": 0.745089388044089,
+ "noisy_loss_mean": 0.7357889118859288
+ },
+ {
+ "train_step": 3674,
+ "loss": 0.5578312723490276,
+ "clean_loss": 0.5531945730087631,
+ "noisy_loss_mean": 0.5593768387957824
+ },
+ {
+ "train_step": 3675,
+ "loss": 0.46026113901736915,
+ "clean_loss": 0.4565804682588037,
+ "noisy_loss_mean": 0.4614880292702243
+ },
+ {
+ "train_step": 3676,
+ "loss": 0.751035889264837,
+ "clean_loss": 0.7508128906535929,
+ "noisy_loss_mean": 0.7511102221352518
+ },
+ {
+ "train_step": 3677,
+ "loss": 0.7496209800663691,
+ "clean_loss": 0.7594464854551368,
+ "noisy_loss_mean": 0.7463458116034466
+ },
+ {
+ "train_step": 3678,
+ "loss": 0.5688867011516969,
+ "clean_loss": 0.5672559335347669,
+ "noisy_loss_mean": 0.5694302903573404
+ },
+ {
+ "train_step": 3679,
+ "loss": 0.6476544778823918,
+ "clean_loss": 0.6449166863067265,
+ "noisy_loss_mean": 0.6485670750742804
+ },
+ {
+ "train_step": 3680,
+ "loss": 0.5611989328779616,
+ "clean_loss": 0.5323424685914088,
+ "noisy_loss_mean": 0.5708177543068126
+ },
+ {
+ "train_step": 3681,
+ "loss": 0.5875130207276066,
+ "clean_loss": 0.5948923510100217,
+ "noisy_loss_mean": 0.5850532439668016
+ },
+ {
+ "train_step": 3682,
+ "loss": 0.5893841097818229,
+ "clean_loss": 0.5894903619728797,
+ "noisy_loss_mean": 0.5893486923848039
+ },
+ {
+ "train_step": 3683,
+ "loss": 0.6303038960998274,
+ "clean_loss": 0.6224715464376631,
+ "noisy_loss_mean": 0.6329146793205488
+ },
+ {
+ "train_step": 3684,
+ "loss": 0.5028463724827215,
+ "clean_loss": 0.49335322140936083,
+ "noisy_loss_mean": 0.5060107561738417
+ },
+ {
+ "train_step": 3685,
+ "loss": 0.41582540825519476,
+ "clean_loss": 0.41241162177928864,
+ "noisy_loss_mean": 0.4169633370804968
+ },
+ {
+ "train_step": 3686,
+ "loss": 0.6730333465487048,
+ "clean_loss": 0.6774356501743004,
+ "noisy_loss_mean": 0.6715659120068397
+ },
+ {
+ "train_step": 3687,
+ "loss": 0.5802296419930278,
+ "clean_loss": 0.5912525500109393,
+ "noisy_loss_mean": 0.5765553393203907
+ },
+ {
+ "train_step": 3688,
+ "loss": 0.6116688134831743,
+ "clean_loss": 0.6110719521451973,
+ "noisy_loss_mean": 0.6118677672624998
+ },
+ {
+ "train_step": 3689,
+ "loss": 0.7778802234825577,
+ "clean_loss": 0.7877155991202713,
+ "noisy_loss_mean": 0.7746017649366531
+ },
+ {
+ "train_step": 3690,
+ "loss": 0.5643213462051815,
+ "clean_loss": 0.5625725193551004,
+ "noisy_loss_mean": 0.5649042884885419
+ },
+ {
+ "train_step": 3691,
+ "loss": 0.6662061147410705,
+ "clean_loss": 0.6652549980918439,
+ "noisy_loss_mean": 0.666523153624146
+ },
+ {
+ "train_step": 3692,
+ "loss": 0.745360096991957,
+ "clean_loss": 0.740837356610101,
+ "noisy_loss_mean": 0.7468676771192424
+ },
+ {
+ "train_step": 3693,
+ "loss": 0.6986818733599989,
+ "clean_loss": 0.68483003858307,
+ "noisy_loss_mean": 0.7032991516189752
+ },
+ {
+ "train_step": 3694,
+ "loss": 0.6805441177129878,
+ "clean_loss": 0.6768669539770314,
+ "noisy_loss_mean": 0.6817698389583068
+ },
+ {
+ "train_step": 3695,
+ "loss": 0.4312012615933751,
+ "clean_loss": 0.43616479235608757,
+ "noisy_loss_mean": 0.42954675133913756
+ },
+ {
+ "train_step": 3696,
+ "loss": 0.5769298259048243,
+ "clean_loss": 0.5768275851182256,
+ "noisy_loss_mean": 0.5769639061670239
+ },
+ {
+ "train_step": 3697,
+ "loss": 0.5769009939638269,
+ "clean_loss": 0.5782229128912171,
+ "noisy_loss_mean": 0.5764603543213634
+ },
+ {
+ "train_step": 3698,
+ "loss": 0.6701984579839502,
+ "clean_loss": 0.6856667860280324,
+ "noisy_loss_mean": 0.6650423486359228
+ },
+ {
+ "train_step": 3699,
+ "loss": 0.6215188003066021,
+ "clean_loss": 0.6106969212861613,
+ "noisy_loss_mean": 0.6251260933134158
+ },
+ {
+ "train_step": 3700,
+ "loss": 0.5292491844279945,
+ "clean_loss": 0.5270718005648901,
+ "noisy_loss_mean": 0.5299749790490295
+ },
+ {
+ "train_step": 3701,
+ "loss": 0.6035597544075827,
+ "clean_loss": 0.5973229924437928,
+ "noisy_loss_mean": 0.6056386750621794
+ },
+ {
+ "train_step": 3702,
+ "loss": 0.8432287177707231,
+ "clean_loss": 0.8468840240737529,
+ "noisy_loss_mean": 0.8420102823363799
+ },
+ {
+ "train_step": 3703,
+ "loss": 0.6983152995647747,
+ "clean_loss": 0.713378876953981,
+ "noisy_loss_mean": 0.693294107101706
+ },
+ {
+ "train_step": 3704,
+ "loss": 0.5042468787442734,
+ "clean_loss": 0.5007785644293393,
+ "noisy_loss_mean": 0.5054029835159182
+ },
+ {
+ "train_step": 3705,
+ "loss": 0.6385297871886519,
+ "clean_loss": 0.6435231554653981,
+ "noisy_loss_mean": 0.6368653310964031
+ },
+ {
+ "train_step": 3706,
+ "loss": 0.7040866638399508,
+ "clean_loss": 0.7139546767551075,
+ "noisy_loss_mean": 0.7007973262015653
+ },
+ {
+ "train_step": 3707,
+ "loss": 0.6547977520532702,
+ "clean_loss": 0.6515474201759072,
+ "noisy_loss_mean": 0.6558811960123913
+ },
+ {
+ "train_step": 3708,
+ "loss": 0.4763571906040967,
+ "clean_loss": 0.47975306338692425,
+ "noisy_loss_mean": 0.47522523300982084
+ },
+ {
+ "train_step": 3709,
+ "loss": 0.6128111235142004,
+ "clean_loss": 0.60256271379405,
+ "noisy_loss_mean": 0.6162272600875839
+ },
+ {
+ "train_step": 3710,
+ "loss": 0.48046970768156894,
+ "clean_loss": 0.4819030910839126,
+ "noisy_loss_mean": 0.47999191321412105
+ },
+ {
+ "train_step": 3711,
+ "loss": 0.7301973018176326,
+ "clean_loss": 0.7202292432104582,
+ "noisy_loss_mean": 0.7335199880200243
+ },
+ {
+ "train_step": 3712,
+ "loss": 0.5757967163603608,
+ "clean_loss": 0.5839755916711042,
+ "noisy_loss_mean": 0.5730704245901129
+ },
+ {
+ "train_step": 3713,
+ "loss": 0.5953532860142505,
+ "clean_loss": 0.601019120576741,
+ "noisy_loss_mean": 0.5934646744934203
+ },
+ {
+ "train_step": 3714,
+ "loss": 0.5295396997221113,
+ "clean_loss": 0.4940867200355453,
+ "noisy_loss_mean": 0.5413573596176332
+ },
+ {
+ "train_step": 3715,
+ "loss": 0.4647733941602501,
+ "clean_loss": 0.46927972142699703,
+ "noisy_loss_mean": 0.46327128507133436
+ },
+ {
+ "train_step": 3716,
+ "loss": 0.7115641372502937,
+ "clean_loss": 0.7095046705486538,
+ "noisy_loss_mean": 0.7122506261508402
+ },
+ {
+ "train_step": 3717,
+ "loss": 0.573040509296012,
+ "clean_loss": 0.5727077372766349,
+ "noisy_loss_mean": 0.5731514333024711
+ },
+ {
+ "train_step": 3718,
+ "loss": 0.46068351756595655,
+ "clean_loss": 0.4594480268527769,
+ "noisy_loss_mean": 0.46109534780368316
+ },
+ {
+ "train_step": 3719,
+ "loss": 0.5388037415519364,
+ "clean_loss": 0.5331790583572111,
+ "noisy_loss_mean": 0.5406786359501782
+ },
+ {
+ "train_step": 3720,
+ "loss": 0.4538088718344718,
+ "clean_loss": 0.4579939391448384,
+ "noisy_loss_mean": 0.452413849397683
+ },
+ {
+ "train_step": 3721,
+ "loss": 0.4022537514830076,
+ "clean_loss": 0.4015164737735269,
+ "noisy_loss_mean": 0.40249951071950124
+ },
+ {
+ "train_step": 3722,
+ "loss": 0.7392181307885134,
+ "clean_loss": 0.7517450592002589,
+ "noisy_loss_mean": 0.7350424879845981
+ },
+ {
+ "train_step": 3723,
+ "loss": 0.8876577206172365,
+ "clean_loss": 0.8862242460544292,
+ "noisy_loss_mean": 0.8881355454715055
+ },
+ {
+ "train_step": 3724,
+ "loss": 0.660114918692706,
+ "clean_loss": 0.6799465192396797,
+ "noisy_loss_mean": 0.653504385177048
+ },
+ {
+ "train_step": 3725,
+ "loss": 0.4421474581969932,
+ "clean_loss": 0.4435117382542134,
+ "noisy_loss_mean": 0.44169269817791984
+ },
+ {
+ "train_step": 3726,
+ "loss": 0.4840607702795937,
+ "clean_loss": 0.48603763668717936,
+ "noisy_loss_mean": 0.48340181481039846
+ },
+ {
+ "train_step": 3727,
+ "loss": 0.39922047892536117,
+ "clean_loss": 0.40104150354335727,
+ "noisy_loss_mean": 0.3986134707193625
+ },
+ {
+ "train_step": 3728,
+ "loss": 0.4797039967527938,
+ "clean_loss": 0.48218015391318536,
+ "noisy_loss_mean": 0.4788786110326632
+ },
+ {
+ "train_step": 3729,
+ "loss": 0.7104689960572891,
+ "clean_loss": 0.7022554058933443,
+ "noisy_loss_mean": 0.7132068594452706
+ },
+ {
+ "train_step": 3730,
+ "loss": 0.6772291003027483,
+ "clean_loss": 0.6774585344613928,
+ "noisy_loss_mean": 0.6771526222498668
+ },
+ {
+ "train_step": 3731,
+ "loss": 0.4552175967192442,
+ "clean_loss": 0.47356503156066065,
+ "noisy_loss_mean": 0.4491017851054388
+ },
+ {
+ "train_step": 3732,
+ "loss": 0.6719611467462947,
+ "clean_loss": 0.6678288776401979,
+ "noisy_loss_mean": 0.6733385697816603
+ },
+ {
+ "train_step": 3733,
+ "loss": 0.45766807254827224,
+ "clean_loss": 0.4726194806487635,
+ "noisy_loss_mean": 0.45268426984810844
+ },
+ {
+ "train_step": 3734,
+ "loss": 0.35023942702438815,
+ "clean_loss": 0.3428203240121554,
+ "noisy_loss_mean": 0.35271246136179907
+ },
+ {
+ "train_step": 3735,
+ "loss": 0.45637184643860457,
+ "clean_loss": 0.4462905617501463,
+ "noisy_loss_mean": 0.4597322746680906
+ },
+ {
+ "train_step": 3736,
+ "loss": 0.5111394941060314,
+ "clean_loss": 0.5057961742204684,
+ "noisy_loss_mean": 0.5129206007345525
+ },
+ {
+ "train_step": 3737,
+ "loss": 0.4134481669067691,
+ "clean_loss": 0.41708413394991256,
+ "noisy_loss_mean": 0.412236177892388
+ },
+ {
+ "train_step": 3738,
+ "loss": 0.5452938780386135,
+ "clean_loss": 0.5404427890505212,
+ "noisy_loss_mean": 0.546910907701311
+ },
+ {
+ "train_step": 3739,
+ "loss": 0.525914768258298,
+ "clean_loss": 0.5319133767834312,
+ "noisy_loss_mean": 0.5239152320832535
+ },
+ {
+ "train_step": 3740,
+ "loss": 0.3948037547698777,
+ "clean_loss": 0.40136889983736085,
+ "noisy_loss_mean": 0.3926153730807167
+ },
+ {
+ "train_step": 3741,
+ "loss": 0.5763196297635839,
+ "clean_loss": 0.5781205067663883,
+ "noisy_loss_mean": 0.5757193374293158
+ },
+ {
+ "train_step": 3742,
+ "loss": 0.6484994236470265,
+ "clean_loss": 0.6319333555657027,
+ "noisy_loss_mean": 0.6540214463408011
+ },
+ {
+ "train_step": 3743,
+ "loss": 0.5598392598558646,
+ "clean_loss": 0.572728673841371,
+ "noisy_loss_mean": 0.5555427885273625
+ },
+ {
+ "train_step": 3744,
+ "loss": 0.5973875432551827,
+ "clean_loss": 0.597481747726666,
+ "noisy_loss_mean": 0.5973561417646883
+ },
+ {
+ "train_step": 3745,
+ "loss": 0.40767231946332877,
+ "clean_loss": 0.4050188822837809,
+ "noisy_loss_mean": 0.408556798523178
+ },
+ {
+ "train_step": 3746,
+ "loss": 0.4833209982921039,
+ "clean_loss": 0.4829497967301194,
+ "noisy_loss_mean": 0.4834447321460987
+ },
+ {
+ "train_step": 3747,
+ "loss": 0.5749144968145565,
+ "clean_loss": 0.5751705794271018,
+ "noisy_loss_mean": 0.5748291359437081
+ },
+ {
+ "train_step": 3748,
+ "loss": 0.4748111027214047,
+ "clean_loss": 0.4645788045300778,
+ "noisy_loss_mean": 0.47822186878518025
+ },
+ {
+ "train_step": 3749,
+ "loss": 0.6416501344566712,
+ "clean_loss": 0.6293102100354461,
+ "noisy_loss_mean": 0.6457634425970795
+ },
+ {
+ "train_step": 3750,
+ "loss": 0.6984237973561201,
+ "clean_loss": 0.705500113319811,
+ "noisy_loss_mean": 0.6960650253682231
+ },
+ {
+ "train_step": 3751,
+ "loss": 0.4510286786403004,
+ "clean_loss": 0.4504390621017715,
+ "noisy_loss_mean": 0.45122521748647665
+ },
+ {
+ "train_step": 3752,
+ "loss": 0.5746172148627687,
+ "clean_loss": 0.5746323897614327,
+ "noisy_loss_mean": 0.5746121565632141
+ },
+ {
+ "train_step": 3753,
+ "loss": 0.5312955790895952,
+ "clean_loss": 0.5310876113147349,
+ "noisy_loss_mean": 0.5313649016812153
+ },
+ {
+ "train_step": 3754,
+ "loss": 0.39857986386022626,
+ "clean_loss": 0.4084824949809508,
+ "noisy_loss_mean": 0.3952789868199848
+ },
+ {
+ "train_step": 3755,
+ "loss": 0.6810156576992439,
+ "clean_loss": 0.6802426962873753,
+ "noisy_loss_mean": 0.6812733115032
+ },
+ {
+ "train_step": 3756,
+ "loss": 0.7193615763110003,
+ "clean_loss": 0.7065346835474751,
+ "noisy_loss_mean": 0.7236372072321754
+ },
+ {
+ "train_step": 3757,
+ "loss": 0.5301294653838053,
+ "clean_loss": 0.5289561200248915,
+ "noisy_loss_mean": 0.5305205805034433
+ },
+ {
+ "train_step": 3758,
+ "loss": 0.4929902043188756,
+ "clean_loss": 0.49819588168014656,
+ "noisy_loss_mean": 0.49125497853178524
+ },
+ {
+ "train_step": 3759,
+ "loss": 0.5608789291558103,
+ "clean_loss": 0.5557538934105062,
+ "noisy_loss_mean": 0.5625872744042448
+ },
+ {
+ "train_step": 3760,
+ "loss": 0.820306211487337,
+ "clean_loss": 0.8156915271868,
+ "noisy_loss_mean": 0.8218444395875159
+ },
+ {
+ "train_step": 3761,
+ "loss": 0.4011272491448013,
+ "clean_loss": 0.38735920804565044,
+ "noisy_loss_mean": 0.40571659617785155
+ },
+ {
+ "train_step": 3762,
+ "loss": 0.6197742135533908,
+ "clean_loss": 0.6201093691574308,
+ "noisy_loss_mean": 0.6196624950187108
+ },
+ {
+ "train_step": 3763,
+ "loss": 0.5562244292214366,
+ "clean_loss": 0.5528353116268633,
+ "noisy_loss_mean": 0.5573541350862943
+ },
+ {
+ "train_step": 3764,
+ "loss": 0.5914881506828515,
+ "clean_loss": 0.5821773484695449,
+ "noisy_loss_mean": 0.5945917514206204
+ },
+ {
+ "train_step": 3765,
+ "loss": 0.7419096689640966,
+ "clean_loss": 0.7318118941710191,
+ "noisy_loss_mean": 0.7452755938951223
+ },
+ {
+ "train_step": 3766,
+ "loss": 0.46303141016038074,
+ "clean_loss": 0.46189416322828614,
+ "noisy_loss_mean": 0.46341049247107896
+ },
+ {
+ "train_step": 3767,
+ "loss": 0.6466128140813139,
+ "clean_loss": 0.6508089308810093,
+ "noisy_loss_mean": 0.6452141084814154
+ },
+ {
+ "train_step": 3768,
+ "loss": 0.6065391560560721,
+ "clean_loss": 0.5986754646969514,
+ "noisy_loss_mean": 0.6091603865091123
+ },
+ {
+ "train_step": 3769,
+ "loss": 0.4514776828435515,
+ "clean_loss": 0.450945382512,
+ "noisy_loss_mean": 0.451655116287402
+ },
+ {
+ "train_step": 3770,
+ "loss": 0.6733533300447019,
+ "clean_loss": 0.7090693585753429,
+ "noisy_loss_mean": 0.6614479872011549
+ },
+ {
+ "train_step": 3771,
+ "loss": 0.6040077867820567,
+ "clean_loss": 0.6069092182722746,
+ "noisy_loss_mean": 0.603040642951984
+ },
+ {
+ "train_step": 3772,
+ "loss": 0.6142443634922936,
+ "clean_loss": 0.6164361953885823,
+ "noisy_loss_mean": 0.6135137528601974
+ },
+ {
+ "train_step": 3773,
+ "loss": 0.5277421809674004,
+ "clean_loss": 0.529144245202177,
+ "noisy_loss_mean": 0.527274826222475
+ },
+ {
+ "train_step": 3774,
+ "loss": 0.6432219317453882,
+ "clean_loss": 0.661192079335825,
+ "noisy_loss_mean": 0.637231882548576
+ },
+ {
+ "train_step": 3775,
+ "loss": 0.642629634360652,
+ "clean_loss": 0.6406179720340798,
+ "noisy_loss_mean": 0.6433001884695094
+ },
+ {
+ "train_step": 3776,
+ "loss": 0.5513830113735869,
+ "clean_loss": 0.5546452014771706,
+ "noisy_loss_mean": 0.5502956146723923
+ },
+ {
+ "train_step": 3777,
+ "loss": 0.5856585189660721,
+ "clean_loss": 0.593768695323363,
+ "noisy_loss_mean": 0.5829551268469753
+ },
+ {
+ "train_step": 3778,
+ "loss": 0.4898545841817266,
+ "clean_loss": 0.4951705873119222,
+ "noisy_loss_mean": 0.48808258313832814
+ },
+ {
+ "train_step": 3779,
+ "loss": 0.44722355480646436,
+ "clean_loss": 0.42905106252781655,
+ "noisy_loss_mean": 0.4532810522326803
+ },
+ {
+ "train_step": 3780,
+ "loss": 0.6181023295764235,
+ "clean_loss": 0.6174996425695454,
+ "noisy_loss_mean": 0.618303225245383
+ },
+ {
+ "train_step": 3781,
+ "loss": 0.5848572031636556,
+ "clean_loss": 0.5779521575204274,
+ "noisy_loss_mean": 0.5871588850447318
+ },
+ {
+ "train_step": 3782,
+ "loss": 0.5104824013123939,
+ "clean_loss": 0.5075369356146686,
+ "noisy_loss_mean": 0.5114642232116355
+ },
+ {
+ "train_step": 3783,
+ "loss": 0.4810419664775862,
+ "clean_loss": 0.48293100015080426,
+ "noisy_loss_mean": 0.48041228858651347
+ },
+ {
+ "train_step": 3784,
+ "loss": 0.6463352024740949,
+ "clean_loss": 0.6551902646440697,
+ "noisy_loss_mean": 0.6433835150841033
+ },
+ {
+ "train_step": 3785,
+ "loss": 0.5087369358194977,
+ "clean_loss": 0.5101288844766324,
+ "noisy_loss_mean": 0.508272952933786
+ },
+ {
+ "train_step": 3786,
+ "loss": 0.4716691066446454,
+ "clean_loss": 0.4623215427110971,
+ "noisy_loss_mean": 0.47478496128916153
+ },
+ {
+ "train_step": 3787,
+ "loss": 0.40554254887785374,
+ "clean_loss": 0.3944262071364071,
+ "noisy_loss_mean": 0.4092479961250026
+ },
+ {
+ "train_step": 3788,
+ "loss": 0.48134011760913126,
+ "clean_loss": 0.48466785255837835,
+ "noisy_loss_mean": 0.4802308726260489
+ },
+ {
+ "train_step": 3789,
+ "loss": 0.5043789655625079,
+ "clean_loss": 0.5067204491646528,
+ "noisy_loss_mean": 0.5035984710284597
+ },
+ {
+ "train_step": 3790,
+ "loss": 0.6300033374214722,
+ "clean_loss": 0.6380446307678546,
+ "noisy_loss_mean": 0.6273229063060114
+ },
+ {
+ "train_step": 3791,
+ "loss": 0.5750961682328006,
+ "clean_loss": 0.5735333513472355,
+ "noisy_loss_mean": 0.5756171071946558
+ },
+ {
+ "train_step": 3792,
+ "loss": 0.6282723278201088,
+ "clean_loss": 0.6184593824577103,
+ "noisy_loss_mean": 0.6315433096075749
+ },
+ {
+ "train_step": 3793,
+ "loss": 0.46014727983641684,
+ "clean_loss": 0.45807003783144334,
+ "noisy_loss_mean": 0.4608396938380747
+ },
+ {
+ "train_step": 3794,
+ "loss": 0.40644030725499497,
+ "clean_loss": 0.4079735276663841,
+ "noisy_loss_mean": 0.4059292337845319
+ },
+ {
+ "train_step": 3795,
+ "loss": 0.40142297102525826,
+ "clean_loss": 0.40157341251274625,
+ "noisy_loss_mean": 0.40137282386276224
+ },
+ {
+ "train_step": 3796,
+ "loss": 0.5267633158072182,
+ "clean_loss": 0.5256823680133877,
+ "noisy_loss_mean": 0.527123631738495
+ },
+ {
+ "train_step": 3797,
+ "loss": 0.6169349810430947,
+ "clean_loss": 0.612876418673142,
+ "noisy_loss_mean": 0.6182878351664123
+ },
+ {
+ "train_step": 3798,
+ "loss": 0.5970972554451693,
+ "clean_loss": 0.6167276148156949,
+ "noisy_loss_mean": 0.5905538023216609
+ },
+ {
+ "train_step": 3799,
+ "loss": 0.5961072764935362,
+ "clean_loss": 0.6124020972095221,
+ "noisy_loss_mean": 0.5906756695882076
+ },
+ {
+ "train_step": 3800,
+ "loss": 0.6047045713437038,
+ "clean_loss": 0.5957630963262466,
+ "noisy_loss_mean": 0.6076850630161895
+ },
+ {
+ "train_step": 3801,
+ "loss": 0.4237260248472493,
+ "clean_loss": 0.42121173505768617,
+ "noisy_loss_mean": 0.4245641214437703
+ },
+ {
+ "train_step": 3802,
+ "loss": 0.43159014925859074,
+ "clean_loss": 0.42813450791002633,
+ "noisy_loss_mean": 0.4327420297081122
+ },
+ {
+ "train_step": 3803,
+ "loss": 0.6081100140290063,
+ "clean_loss": 0.6004964046425305,
+ "noisy_loss_mean": 0.6106478838244983
+ },
+ {
+ "train_step": 3804,
+ "loss": 0.5448665878290428,
+ "clean_loss": 0.5209392004975856,
+ "noisy_loss_mean": 0.5528423836061953
+ },
+ {
+ "train_step": 3805,
+ "loss": 0.7951912379506703,
+ "clean_loss": 0.7978101767575578,
+ "noisy_loss_mean": 0.7943182583483743
+ },
+ {
+ "train_step": 3806,
+ "loss": 0.5435676663172957,
+ "clean_loss": 0.5345228519709432,
+ "noisy_loss_mean": 0.5465826044327465
+ },
+ {
+ "train_step": 3807,
+ "loss": 0.461102091987478,
+ "clean_loss": 0.47443072682143006,
+ "noisy_loss_mean": 0.45665921370949397
+ },
+ {
+ "train_step": 3808,
+ "loss": 0.49691004834468167,
+ "clean_loss": 0.503081481925315,
+ "noisy_loss_mean": 0.49485290381780384
+ },
+ {
+ "train_step": 3809,
+ "loss": 0.5815033562531289,
+ "clean_loss": 0.5928121923774932,
+ "noisy_loss_mean": 0.5777337442116742
+ },
+ {
+ "train_step": 3810,
+ "loss": 0.602302572117903,
+ "clean_loss": 0.6004446563239132,
+ "noisy_loss_mean": 0.6029218773825662
+ },
+ {
+ "train_step": 3811,
+ "loss": 0.654294936311684,
+ "clean_loss": 0.6480766859608235,
+ "noisy_loss_mean": 0.6563676864286375
+ },
+ {
+ "train_step": 3812,
+ "loss": 0.5232856197574596,
+ "clean_loss": 0.5119344126539906,
+ "noisy_loss_mean": 0.5270693554586159
+ },
+ {
+ "train_step": 3813,
+ "loss": 0.7023396194598337,
+ "clean_loss": 0.7033358666479665,
+ "noisy_loss_mean": 0.7020075370637894
+ },
+ {
+ "train_step": 3814,
+ "loss": 0.3512466848020663,
+ "clean_loss": 0.33529703876764416,
+ "noisy_loss_mean": 0.35656323348020696
+ },
+ {
+ "train_step": 3815,
+ "loss": 0.34995577364354447,
+ "clean_loss": 0.34756572065158653,
+ "noisy_loss_mean": 0.350752457974197
+ },
+ {
+ "train_step": 3816,
+ "loss": 0.6827000634927763,
+ "clean_loss": 0.6714224423402447,
+ "noisy_loss_mean": 0.6864592705436202
+ },
+ {
+ "train_step": 3817,
+ "loss": 0.5596487806903712,
+ "clean_loss": 0.5604390281177968,
+ "noisy_loss_mean": 0.5593853648812294
+ },
+ {
+ "train_step": 3818,
+ "loss": 0.590873483946276,
+ "clean_loss": 0.5772648492646515,
+ "noisy_loss_mean": 0.5954096955068174
+ },
+ {
+ "train_step": 3819,
+ "loss": 0.5484970701595999,
+ "clean_loss": 0.550864417589374,
+ "noisy_loss_mean": 0.5477079543496752
+ },
+ {
+ "train_step": 3820,
+ "loss": 0.5552145802872497,
+ "clean_loss": 0.5566799982245529,
+ "noisy_loss_mean": 0.554726107641482
+ },
+ {
+ "train_step": 3821,
+ "loss": 0.6935894191658862,
+ "clean_loss": 0.6983269412010495,
+ "noisy_loss_mean": 0.6920102451541651
+ },
+ {
+ "train_step": 3822,
+ "loss": 0.5215895283623139,
+ "clean_loss": 0.5260249631556431,
+ "noisy_loss_mean": 0.5201110500978707
+ },
+ {
+ "train_step": 3823,
+ "loss": 0.5202811568905555,
+ "clean_loss": 0.5147615004485536,
+ "noisy_loss_mean": 0.5221210423712228
+ },
+ {
+ "train_step": 3824,
+ "loss": 0.5523553607620517,
+ "clean_loss": 0.5444144804444937,
+ "noisy_loss_mean": 0.5550023208679045
+ },
+ {
+ "train_step": 3825,
+ "loss": 0.46596959672298993,
+ "clean_loss": 0.4664028002351795,
+ "noisy_loss_mean": 0.46582519555226004
+ },
+ {
+ "train_step": 3826,
+ "loss": 0.6943068938452162,
+ "clean_loss": 0.6940759579327223,
+ "noisy_loss_mean": 0.6943838724827142
+ },
+ {
+ "train_step": 3827,
+ "loss": 0.7121218256532437,
+ "clean_loss": 0.7214027146266886,
+ "noisy_loss_mean": 0.7090281959954288
+ },
+ {
+ "train_step": 3828,
+ "loss": 0.4347329496900884,
+ "clean_loss": 0.4448919108007032,
+ "noisy_loss_mean": 0.4313466293198835
+ },
+ {
+ "train_step": 3829,
+ "loss": 0.7131851009491447,
+ "clean_loss": 0.7268977184488173,
+ "noisy_loss_mean": 0.7086142284492537
+ },
+ {
+ "train_step": 3830,
+ "loss": 0.35149875075544873,
+ "clean_loss": 0.34950674401223514,
+ "noisy_loss_mean": 0.3521627530031866
+ },
+ {
+ "train_step": 3831,
+ "loss": 0.6840101582684841,
+ "clean_loss": 0.6823495605928976,
+ "noisy_loss_mean": 0.6845636908270128
+ },
+ {
+ "train_step": 3832,
+ "loss": 0.37569922630694313,
+ "clean_loss": 0.36454914971637403,
+ "noisy_loss_mean": 0.3794159185037995
+ },
+ {
+ "train_step": 3833,
+ "loss": 0.7058228611437103,
+ "clean_loss": 0.7073111112725791,
+ "noisy_loss_mean": 0.7053267777674207
+ },
+ {
+ "train_step": 3834,
+ "loss": 0.756807026591509,
+ "clean_loss": 0.7631220670410018,
+ "noisy_loss_mean": 0.7547020131083446
+ },
+ {
+ "train_step": 3835,
+ "loss": 0.6027440392909746,
+ "clean_loss": 0.6067667694594986,
+ "noisy_loss_mean": 0.6014031292348001
+ },
+ {
+ "train_step": 3836,
+ "loss": 0.47223446888666976,
+ "clean_loss": 0.47485559928427906,
+ "noisy_loss_mean": 0.47136075875413336
+ },
+ {
+ "train_step": 3837,
+ "loss": 0.5744013269865063,
+ "clean_loss": 0.5820820421450894,
+ "noisy_loss_mean": 0.5718410886003119
+ },
+ {
+ "train_step": 3838,
+ "loss": 0.6546105212811382,
+ "clean_loss": 0.6732942922626077,
+ "noisy_loss_mean": 0.6483825976206483
+ },
+ {
+ "train_step": 3839,
+ "loss": 0.6597580774522676,
+ "clean_loss": 0.661458129524318,
+ "noisy_loss_mean": 0.6591913934282507
+ },
+ {
+ "train_step": 3840,
+ "loss": 0.4388884673701358,
+ "clean_loss": 0.44014386908867326,
+ "noisy_loss_mean": 0.43847000013062337
+ },
+ {
+ "train_step": 3841,
+ "loss": 0.5347656237476575,
+ "clean_loss": 0.5351162409810911,
+ "noisy_loss_mean": 0.5346487513365131
+ },
+ {
+ "train_step": 3842,
+ "loss": 0.6490332300339976,
+ "clean_loss": 0.6430533727125864,
+ "noisy_loss_mean": 0.6510265158078012
+ },
+ {
+ "train_step": 3843,
+ "loss": 0.6060388971757725,
+ "clean_loss": 0.5841382383481418,
+ "noisy_loss_mean": 0.6133391167849828
+ },
+ {
+ "train_step": 3844,
+ "loss": 0.4923226438930074,
+ "clean_loss": 0.49233304512077675,
+ "noisy_loss_mean": 0.4923191768170843
+ },
+ {
+ "train_step": 3845,
+ "loss": 0.5276625864397912,
+ "clean_loss": 0.5352604280612878,
+ "noisy_loss_mean": 0.5251299725659592
+ },
+ {
+ "train_step": 3846,
+ "loss": 0.49854187019966817,
+ "clean_loss": 0.5014639667087766,
+ "noisy_loss_mean": 0.49756783802996535
+ },
+ {
+ "train_step": 3847,
+ "loss": 0.4494173809821352,
+ "clean_loss": 0.44459136969120455,
+ "noisy_loss_mean": 0.4510260514124454
+ },
+ {
+ "train_step": 3848,
+ "loss": 0.38647241636778407,
+ "clean_loss": 0.3684187896061249,
+ "noisy_loss_mean": 0.3924902919550038
+ },
+ {
+ "train_step": 3849,
+ "loss": 0.7412641203821584,
+ "clean_loss": 0.7495897011539743,
+ "noisy_loss_mean": 0.7384889267915531
+ },
+ {
+ "train_step": 3850,
+ "loss": 0.5262983136161132,
+ "clean_loss": 0.5156912707635666,
+ "noisy_loss_mean": 0.5298339945669621
+ },
+ {
+ "train_step": 3851,
+ "loss": 0.5746989483613695,
+ "clean_loss": 0.5816319228213361,
+ "noisy_loss_mean": 0.5723879568747138
+ },
+ {
+ "train_step": 3852,
+ "loss": 0.5091184473199852,
+ "clean_loss": 0.5051709655031057,
+ "noisy_loss_mean": 0.5104342745922783
+ },
+ {
+ "train_step": 3853,
+ "loss": 0.5941069634745888,
+ "clean_loss": 0.5926006724716972,
+ "noisy_loss_mean": 0.5946090604755527
+ },
+ {
+ "train_step": 3854,
+ "loss": 0.6694277903767982,
+ "clean_loss": 0.6682729262133454,
+ "noisy_loss_mean": 0.6698127450979493
+ },
+ {
+ "train_step": 3855,
+ "loss": 0.5328736008902866,
+ "clean_loss": 0.5256973654198424,
+ "noisy_loss_mean": 0.5352656793804348
+ },
+ {
+ "train_step": 3856,
+ "loss": 0.5992560569648455,
+ "clean_loss": 0.5971411114243861,
+ "noisy_loss_mean": 0.5999610388116653
+ },
+ {
+ "train_step": 3857,
+ "loss": 0.6735359400364269,
+ "clean_loss": 0.6642973229373119,
+ "noisy_loss_mean": 0.6766154790694653
+ },
+ {
+ "train_step": 3858,
+ "loss": 0.4089189297674966,
+ "clean_loss": 0.4111622542959904,
+ "noisy_loss_mean": 0.4081711549246654
+ },
+ {
+ "train_step": 3859,
+ "loss": 0.5266204962685082,
+ "clean_loss": 0.5241088914849594,
+ "noisy_loss_mean": 0.5274576978630244
+ },
+ {
+ "train_step": 3860,
+ "loss": 0.5649799411490855,
+ "clean_loss": 0.5610312131956069,
+ "noisy_loss_mean": 0.5662961838002448
+ },
+ {
+ "train_step": 3861,
+ "loss": 0.5666361380775448,
+ "clean_loss": 0.5627116288463719,
+ "noisy_loss_mean": 0.5679443078212691
+ },
+ {
+ "train_step": 3862,
+ "loss": 0.5448536536975503,
+ "clean_loss": 0.5450424939083728,
+ "noisy_loss_mean": 0.5447907069606096
+ },
+ {
+ "train_step": 3863,
+ "loss": 0.5523499490187365,
+ "clean_loss": 0.5672267442864153,
+ "noisy_loss_mean": 0.5473910172628434
+ },
+ {
+ "train_step": 3864,
+ "loss": 0.49987395547338254,
+ "clean_loss": 0.49774033952034163,
+ "noisy_loss_mean": 0.5005851607910629
+ },
+ {
+ "train_step": 3865,
+ "loss": 0.5989188844248636,
+ "clean_loss": 0.60502421122605,
+ "noisy_loss_mean": 0.5968837754911348
+ },
+ {
+ "train_step": 3866,
+ "loss": 0.5778492693034429,
+ "clean_loss": 0.5813766617960179,
+ "noisy_loss_mean": 0.5766734718059179
+ },
+ {
+ "train_step": 3867,
+ "loss": 0.46307358385765596,
+ "clean_loss": 0.45849033387757326,
+ "noisy_loss_mean": 0.46460133385101693
+ },
+ {
+ "train_step": 3868,
+ "loss": 0.3791685857066317,
+ "clean_loss": 0.3788760260525903,
+ "noisy_loss_mean": 0.3792661055913122
+ },
+ {
+ "train_step": 3869,
+ "loss": 0.5610925334460695,
+ "clean_loss": 0.4969379418935811,
+ "noisy_loss_mean": 0.582477397296899
+ },
+ {
+ "train_step": 3870,
+ "loss": 0.8133621104531346,
+ "clean_loss": 0.8099950757075017,
+ "noisy_loss_mean": 0.8144844553683455
+ },
+ {
+ "train_step": 3871,
+ "loss": 0.531847305925386,
+ "clean_loss": 0.5333277618666403,
+ "noisy_loss_mean": 0.5313538206116345
+ },
+ {
+ "train_step": 3872,
+ "loss": 0.4270553619759344,
+ "clean_loss": 0.42957508596700483,
+ "noisy_loss_mean": 0.4262154539789109
+ },
+ {
+ "train_step": 3873,
+ "loss": 0.6479297349770726,
+ "clean_loss": 0.6408590480533475,
+ "noisy_loss_mean": 0.6502866306183143
+ },
+ {
+ "train_step": 3874,
+ "loss": 0.48651734638339145,
+ "clean_loss": 0.4793179005046816,
+ "noisy_loss_mean": 0.4889171616762947
+ },
+ {
+ "train_step": 3875,
+ "loss": 0.7286594323549791,
+ "clean_loss": 0.7208578775386487,
+ "noisy_loss_mean": 0.7312599506270893
+ },
+ {
+ "train_step": 3876,
+ "loss": 0.5702453088518216,
+ "clean_loss": 0.5658250455158166,
+ "noisy_loss_mean": 0.5717187299638232
+ },
+ {
+ "train_step": 3877,
+ "loss": 0.5771352756431917,
+ "clean_loss": 0.58509352970813,
+ "noisy_loss_mean": 0.5744825242882121
+ },
+ {
+ "train_step": 3878,
+ "loss": 0.35264599782676115,
+ "clean_loss": 0.3490821212263392,
+ "noisy_loss_mean": 0.3538339566935685
+ },
+ {
+ "train_step": 3879,
+ "loss": 0.6723283318250057,
+ "clean_loss": 0.6717697999541292,
+ "noisy_loss_mean": 0.672514509115298
+ },
+ {
+ "train_step": 3880,
+ "loss": 0.7164669517090176,
+ "clean_loss": 0.7176419482148917,
+ "noisy_loss_mean": 0.7160752862070597
+ },
+ {
+ "train_step": 3881,
+ "loss": 0.48919195541270843,
+ "clean_loss": 0.500048944520931,
+ "noisy_loss_mean": 0.4855729590433009
+ },
+ {
+ "train_step": 3882,
+ "loss": 0.484000545638007,
+ "clean_loss": 0.4863894883497079,
+ "noisy_loss_mean": 0.4832042314007734
+ },
+ {
+ "train_step": 3883,
+ "loss": 0.4155169112249103,
+ "clean_loss": 0.42138139865109375,
+ "noisy_loss_mean": 0.41356208208284917
+ },
+ {
+ "train_step": 3884,
+ "loss": 0.40655230697975014,
+ "clean_loss": 0.41628972522954,
+ "noisy_loss_mean": 0.40330650089648684
+ },
+ {
+ "train_step": 3885,
+ "loss": 0.49059447405512785,
+ "clean_loss": 0.4910877686072425,
+ "noisy_loss_mean": 0.49043004253775635
+ },
+ {
+ "train_step": 3886,
+ "loss": 0.574575784517566,
+ "clean_loss": 0.5622583922644071,
+ "noisy_loss_mean": 0.5786815819352856
+ },
+ {
+ "train_step": 3887,
+ "loss": 0.5791506936574443,
+ "clean_loss": 0.5884209774647307,
+ "noisy_loss_mean": 0.5760605990550155
+ },
+ {
+ "train_step": 3888,
+ "loss": 0.5657000137724786,
+ "clean_loss": 0.5720648754824177,
+ "noisy_loss_mean": 0.563578393202499
+ },
+ {
+ "train_step": 3889,
+ "loss": 0.46631966657860846,
+ "clean_loss": 0.45561166674620146,
+ "noisy_loss_mean": 0.4698889998560774
+ },
+ {
+ "train_step": 3890,
+ "loss": 0.562347721824398,
+ "clean_loss": 0.5600161377564378,
+ "noisy_loss_mean": 0.563124916513718
+ },
+ {
+ "train_step": 3891,
+ "loss": 0.3289797754870649,
+ "clean_loss": 0.31839125135400564,
+ "noisy_loss_mean": 0.332509283531418
+ },
+ {
+ "train_step": 3892,
+ "loss": 0.6827447909071833,
+ "clean_loss": 0.6927076062910787,
+ "noisy_loss_mean": 0.6794238524458849
+ },
+ {
+ "train_step": 3893,
+ "loss": 0.4890978505016875,
+ "clean_loss": 0.4740421350051959,
+ "noisy_loss_mean": 0.49411642233385145
+ },
+ {
+ "train_step": 3894,
+ "loss": 0.7925048701957802,
+ "clean_loss": 0.793287143568097,
+ "noisy_loss_mean": 0.7922441124050078
+ },
+ {
+ "train_step": 3895,
+ "loss": 0.4108995126684115,
+ "clean_loss": 0.4161272427089963,
+ "noisy_loss_mean": 0.40915693598821656
+ },
+ {
+ "train_step": 3896,
+ "loss": 0.48483206196240913,
+ "clean_loss": 0.48766701182194194,
+ "noisy_loss_mean": 0.4838870786758982
+ },
+ {
+ "train_step": 3897,
+ "loss": 0.3521060230750636,
+ "clean_loss": 0.34472651165209267,
+ "noisy_loss_mean": 0.35456586021605396
+ },
+ {
+ "train_step": 3898,
+ "loss": 0.5238871024978199,
+ "clean_loss": 0.49427020855021375,
+ "noisy_loss_mean": 0.5337594004803553
+ },
+ {
+ "train_step": 3899,
+ "loss": 0.6327122229484647,
+ "clean_loss": 0.6281896554800956,
+ "noisy_loss_mean": 0.6342197454379211
+ },
+ {
+ "train_step": 3900,
+ "loss": 0.6730429300222269,
+ "clean_loss": 0.6799099589634096,
+ "noisy_loss_mean": 0.6707539203751661
+ },
+ {
+ "train_step": 3901,
+ "loss": 0.4129896408747258,
+ "clean_loss": 0.4090881824055626,
+ "noisy_loss_mean": 0.41429012703111345
+ },
+ {
+ "train_step": 3902,
+ "loss": 0.7175810992386236,
+ "clean_loss": 0.7196206491816267,
+ "noisy_loss_mean": 0.7169012492576226
+ },
+ {
+ "train_step": 3903,
+ "loss": 0.4477414551109607,
+ "clean_loss": 0.4596651881800934,
+ "noisy_loss_mean": 0.4437668774212498
+ },
+ {
+ "train_step": 3904,
+ "loss": 0.43276827845750576,
+ "clean_loss": 0.435368107615274,
+ "noisy_loss_mean": 0.4319016687382497
+ },
+ {
+ "train_step": 3905,
+ "loss": 0.6153955515782625,
+ "clean_loss": 0.6155142344314252,
+ "noisy_loss_mean": 0.6153559906272082
+ },
+ {
+ "train_step": 3906,
+ "loss": 0.7383637442937789,
+ "clean_loss": 0.7292180872480379,
+ "noisy_loss_mean": 0.7414122966423592
+ },
+ {
+ "train_step": 3907,
+ "loss": 0.531600877368042,
+ "clean_loss": 0.5315176774244675,
+ "noisy_loss_mean": 0.5316286106825667
+ },
+ {
+ "train_step": 3908,
+ "loss": 0.6781806517802826,
+ "clean_loss": 0.6740559114915958,
+ "noisy_loss_mean": 0.6795555652098448
+ },
+ {
+ "train_step": 3909,
+ "loss": 0.5748781635471416,
+ "clean_loss": 0.5804470188183007,
+ "noisy_loss_mean": 0.5730218784567552
+ },
+ {
+ "train_step": 3910,
+ "loss": 0.6205963096110526,
+ "clean_loss": 0.6209622373840056,
+ "noisy_loss_mean": 0.6204743336867349
+ },
+ {
+ "train_step": 3911,
+ "loss": 0.6588216224926777,
+ "clean_loss": 0.6572247872156712,
+ "noisy_loss_mean": 0.6593539009183466
+ },
+ {
+ "train_step": 3912,
+ "loss": 0.49023889120905784,
+ "clean_loss": 0.5114249046316095,
+ "noisy_loss_mean": 0.48317688673487386
+ },
+ {
+ "train_step": 3913,
+ "loss": 0.5673626096565747,
+ "clean_loss": 0.565989180459936,
+ "noisy_loss_mean": 0.5678204193887878
+ },
+ {
+ "train_step": 3914,
+ "loss": 0.5897526283406647,
+ "clean_loss": 0.5912179450030467,
+ "noisy_loss_mean": 0.5892641894532039
+ },
+ {
+ "train_step": 3915,
+ "loss": 0.5176694007360922,
+ "clean_loss": 0.5292672749829337,
+ "noisy_loss_mean": 0.5138034426538117
+ },
+ {
+ "train_step": 3916,
+ "loss": 0.4742462133677469,
+ "clean_loss": 0.46895979312189373,
+ "noisy_loss_mean": 0.476008353449698
+ },
+ {
+ "train_step": 3917,
+ "loss": 0.8419142342809931,
+ "clean_loss": 0.8448418177381222,
+ "noisy_loss_mean": 0.8409383731286167
+ },
+ {
+ "train_step": 3918,
+ "loss": 0.4629782635273172,
+ "clean_loss": 0.4624748213692361,
+ "noisy_loss_mean": 0.46314607758001086
+ },
+ {
+ "train_step": 3919,
+ "loss": 0.6353426987544353,
+ "clean_loss": 0.6325848166317564,
+ "noisy_loss_mean": 0.6362619927953281
+ },
+ {
+ "train_step": 3920,
+ "loss": 0.616394269970836,
+ "clean_loss": 0.6151768120814771,
+ "noisy_loss_mean": 0.616800089267289
+ },
+ {
+ "train_step": 3921,
+ "loss": 0.5741666713918061,
+ "clean_loss": 0.5805651854892598,
+ "noisy_loss_mean": 0.5720338333593216
+ },
+ {
+ "train_step": 3922,
+ "loss": 0.6076535536135667,
+ "clean_loss": 0.5727767175456208,
+ "noisy_loss_mean": 0.6192791656362154
+ },
+ {
+ "train_step": 3923,
+ "loss": 0.7087165538645728,
+ "clean_loss": 0.7160406173389364,
+ "noisy_loss_mean": 0.7062751993731182
+ },
+ {
+ "train_step": 3924,
+ "loss": 0.588475682510815,
+ "clean_loss": 0.5913522580525152,
+ "noisy_loss_mean": 0.5875168239969147
+ },
+ {
+ "train_step": 3925,
+ "loss": 0.6331849603115773,
+ "clean_loss": 0.6239061313803739,
+ "noisy_loss_mean": 0.6362779032886451
+ },
+ {
+ "train_step": 3926,
+ "loss": 0.6692552137882469,
+ "clean_loss": 0.6779809499635424,
+ "noisy_loss_mean": 0.6663466350631484
+ },
+ {
+ "train_step": 3927,
+ "loss": 0.28185842026469676,
+ "clean_loss": 0.2824664274075148,
+ "noisy_loss_mean": 0.28165575121709074
+ },
+ {
+ "train_step": 3928,
+ "loss": 0.4809936563218854,
+ "clean_loss": 0.473633804124379,
+ "noisy_loss_mean": 0.48344694038772085
+ },
+ {
+ "train_step": 3929,
+ "loss": 0.39104045015589595,
+ "clean_loss": 0.3885675815385282,
+ "noisy_loss_mean": 0.3918647396950185
+ },
+ {
+ "train_step": 3930,
+ "loss": 0.5087901284078599,
+ "clean_loss": 0.5025583837986399,
+ "noisy_loss_mean": 0.5108673766109332
+ },
+ {
+ "train_step": 3931,
+ "loss": 0.337483216369432,
+ "clean_loss": 0.33903290432397826,
+ "noisy_loss_mean": 0.33696665371791656
+ },
+ {
+ "train_step": 3932,
+ "loss": 0.479537852649653,
+ "clean_loss": 0.4838932757726395,
+ "noisy_loss_mean": 0.4780860449419908
+ },
+ {
+ "train_step": 3933,
+ "loss": 0.8321333000058677,
+ "clean_loss": 0.8313042358756699,
+ "noisy_loss_mean": 0.8324096547159338
+ },
+ {
+ "train_step": 3934,
+ "loss": 0.6802232397697534,
+ "clean_loss": 0.6971184619404671,
+ "noisy_loss_mean": 0.6745914990461822
+ },
+ {
+ "train_step": 3935,
+ "loss": 0.3943918071254545,
+ "clean_loss": 0.39042419341215767,
+ "noisy_loss_mean": 0.3957143450298868
+ },
+ {
+ "train_step": 3936,
+ "loss": 0.6011320260004426,
+ "clean_loss": 0.5943157274078334,
+ "noisy_loss_mean": 0.6034041255313123
+ },
+ {
+ "train_step": 3937,
+ "loss": 0.5930657585293688,
+ "clean_loss": 0.5876111857383641,
+ "noisy_loss_mean": 0.5948839494597037
+ },
+ {
+ "train_step": 3938,
+ "loss": 0.44003630290408313,
+ "clean_loss": 0.43542562116257455,
+ "noisy_loss_mean": 0.44157319681791934
+ },
+ {
+ "train_step": 3939,
+ "loss": 0.5627538649692174,
+ "clean_loss": 0.5534349210465277,
+ "noisy_loss_mean": 0.565860179610114
+ },
+ {
+ "train_step": 3940,
+ "loss": 0.616847288469567,
+ "clean_loss": 0.6127404367438491,
+ "noisy_loss_mean": 0.6182162390448064
+ },
+ {
+ "train_step": 3941,
+ "loss": 0.6581264893802716,
+ "clean_loss": 0.6494776612111752,
+ "noisy_loss_mean": 0.6610094321033038
+ },
+ {
+ "train_step": 3942,
+ "loss": 0.4303428374375642,
+ "clean_loss": 0.42020164586834363,
+ "noisy_loss_mean": 0.43372323462730433
+ },
+ {
+ "train_step": 3943,
+ "loss": 0.4385641334088798,
+ "clean_loss": 0.44447508870339647,
+ "noisy_loss_mean": 0.43659381497737426
+ },
+ {
+ "train_step": 3944,
+ "loss": 0.5906872347874804,
+ "clean_loss": 0.599256549945419,
+ "noisy_loss_mean": 0.5878307964015009
+ },
+ {
+ "train_step": 3945,
+ "loss": 0.48439417297553217,
+ "clean_loss": 0.4796197104510185,
+ "noisy_loss_mean": 0.4859856604837034
+ },
+ {
+ "train_step": 3946,
+ "loss": 0.6917234223478027,
+ "clean_loss": 0.6866775378917881,
+ "noisy_loss_mean": 0.693405383833141
+ },
+ {
+ "train_step": 3947,
+ "loss": 0.5991525412004833,
+ "clean_loss": 0.600573055559457,
+ "noisy_loss_mean": 0.5986790364141588
+ },
+ {
+ "train_step": 3948,
+ "loss": 0.6375764971636433,
+ "clean_loss": 0.6465384458983108,
+ "noisy_loss_mean": 0.6345891809187542
+ },
+ {
+ "train_step": 3949,
+ "loss": 0.7139596077789958,
+ "clean_loss": 0.7042820388741626,
+ "noisy_loss_mean": 0.7171854640806067
+ },
+ {
+ "train_step": 3950,
+ "loss": 0.4831127433793796,
+ "clean_loss": 0.4780837420848759,
+ "noisy_loss_mean": 0.4847890771442141
+ },
+ {
+ "train_step": 3951,
+ "loss": 0.46081607872997865,
+ "clean_loss": 0.4537504694081975,
+ "noisy_loss_mean": 0.46317128183723905
+ },
+ {
+ "train_step": 3952,
+ "loss": 0.26503899289557054,
+ "clean_loss": 0.26283218051851387,
+ "noisy_loss_mean": 0.2657745970212561
+ },
+ {
+ "train_step": 3953,
+ "loss": 0.5067780254709304,
+ "clean_loss": 0.5115432665469932,
+ "noisy_loss_mean": 0.5051896117789094
+ },
+ {
+ "train_step": 3954,
+ "loss": 0.6605976333867349,
+ "clean_loss": 0.6623063046068021,
+ "noisy_loss_mean": 0.6600280763133791
+ },
+ {
+ "train_step": 3955,
+ "loss": 0.6191933438835406,
+ "clean_loss": 0.6017483645352616,
+ "noisy_loss_mean": 0.6250083369996337
+ },
+ {
+ "train_step": 3956,
+ "loss": 0.6790103969352733,
+ "clean_loss": 0.670953513566591,
+ "noisy_loss_mean": 0.6816960247248341
+ },
+ {
+ "train_step": 3957,
+ "loss": 0.6775610609210961,
+ "clean_loss": 0.6917559198357213,
+ "noisy_loss_mean": 0.6728294412828878
+ },
+ {
+ "train_step": 3958,
+ "loss": 0.6902478361876427,
+ "clean_loss": 0.7015699208011503,
+ "noisy_loss_mean": 0.6864738079831402
+ },
+ {
+ "train_step": 3959,
+ "loss": 0.704409968695473,
+ "clean_loss": 0.7002116560956448,
+ "noisy_loss_mean": 0.7058094062287491
+ },
+ {
+ "train_step": 3960,
+ "loss": 0.454886879957609,
+ "clean_loss": 0.4504207231119231,
+ "noisy_loss_mean": 0.4563755989061709
+ },
+ {
+ "train_step": 3961,
+ "loss": 0.6689863616708708,
+ "clean_loss": 0.7005692304129193,
+ "noisy_loss_mean": 0.6584587387568547
+ },
+ {
+ "train_step": 3962,
+ "loss": 0.4625627292806653,
+ "clean_loss": 0.45083566722749485,
+ "noisy_loss_mean": 0.4664717499650554
+ },
+ {
+ "train_step": 3963,
+ "loss": 0.5832371358410069,
+ "clean_loss": 0.5828905554684597,
+ "noisy_loss_mean": 0.583352662631856
+ },
+ {
+ "train_step": 3964,
+ "loss": 0.6079088359682829,
+ "clean_loss": 0.6151398303944522,
+ "noisy_loss_mean": 0.6054985044928931
+ },
+ {
+ "train_step": 3965,
+ "loss": 0.5013654818437323,
+ "clean_loss": 0.5021767443161829,
+ "noisy_loss_mean": 0.5010950610195821
+ },
+ {
+ "train_step": 3966,
+ "loss": 0.812172029866475,
+ "clean_loss": 0.8100518194450138,
+ "noisy_loss_mean": 0.8128787666736287
+ },
+ {
+ "train_step": 3967,
+ "loss": 0.5530720080459794,
+ "clean_loss": 0.5486694118412104,
+ "noisy_loss_mean": 0.5545395401142358
+ },
+ {
+ "train_step": 3968,
+ "loss": 0.48657447822175426,
+ "clean_loss": 0.5013371301487027,
+ "noisy_loss_mean": 0.4816535942461047
+ },
+ {
+ "train_step": 3969,
+ "loss": 0.5238981472661259,
+ "clean_loss": 0.5091211493197423,
+ "noisy_loss_mean": 0.5288238132482538
+ },
+ {
+ "train_step": 3970,
+ "loss": 0.4119680740105949,
+ "clean_loss": 0.4107240922215641,
+ "noisy_loss_mean": 0.4123827346069385
+ },
+ {
+ "train_step": 3971,
+ "loss": 0.4689574017267131,
+ "clean_loss": 0.4743904165679875,
+ "noisy_loss_mean": 0.4671463967796215
+ },
+ {
+ "train_step": 3972,
+ "loss": 0.6052007934807724,
+ "clean_loss": 0.6139525961345191,
+ "noisy_loss_mean": 0.6022835259295234
+ },
+ {
+ "train_step": 3973,
+ "loss": 0.4122283937499608,
+ "clean_loss": 0.40388530748496687,
+ "noisy_loss_mean": 0.41500942250495876
+ },
+ {
+ "train_step": 3974,
+ "loss": 0.428917538251003,
+ "clean_loss": 0.4314644767122011,
+ "noisy_loss_mean": 0.42806855876393685
+ },
+ {
+ "train_step": 3975,
+ "loss": 0.3782723984128731,
+ "clean_loss": 0.3759538560787378,
+ "noisy_loss_mean": 0.3790452458575848
+ },
+ {
+ "train_step": 3976,
+ "loss": 0.5542271103193883,
+ "clean_loss": 0.5570462336901814,
+ "noisy_loss_mean": 0.553287402529124
+ },
+ {
+ "train_step": 3977,
+ "loss": 0.44077690769610106,
+ "clean_loss": 0.44694820866929663,
+ "noisy_loss_mean": 0.4387198073717025
+ },
+ {
+ "train_step": 3978,
+ "loss": 0.6484191290711546,
+ "clean_loss": 0.6516059870361413,
+ "noisy_loss_mean": 0.6473568430828257
+ },
+ {
+ "train_step": 3979,
+ "loss": 0.6337023389950629,
+ "clean_loss": 0.6301355710635806,
+ "noisy_loss_mean": 0.6348912616388903
+ },
+ {
+ "train_step": 3980,
+ "loss": 0.4831257826459445,
+ "clean_loss": 0.47185657877319903,
+ "noisy_loss_mean": 0.4868821839368597
+ },
+ {
+ "train_step": 3981,
+ "loss": 0.6713869582534082,
+ "clean_loss": 0.6726931548548242,
+ "noisy_loss_mean": 0.6709515593862697
+ },
+ {
+ "train_step": 3982,
+ "loss": 0.47222596301145864,
+ "clean_loss": 0.47184581993735525,
+ "noisy_loss_mean": 0.4723526773694931
+ },
+ {
+ "train_step": 3983,
+ "loss": 0.3860794173682487,
+ "clean_loss": 0.38420297915194285,
+ "noisy_loss_mean": 0.38670489677368397
+ },
+ {
+ "train_step": 3984,
+ "loss": 0.7233020643418389,
+ "clean_loss": 0.7183572082406748,
+ "noisy_loss_mean": 0.7249503497088935
+ },
+ {
+ "train_step": 3985,
+ "loss": 0.5771181863775798,
+ "clean_loss": 0.5786995197759663,
+ "noisy_loss_mean": 0.5765910752447844
+ },
+ {
+ "train_step": 3986,
+ "loss": 0.5909536690548514,
+ "clean_loss": 0.5981796748758849,
+ "noisy_loss_mean": 0.5885450004478402
+ },
+ {
+ "train_step": 3987,
+ "loss": 0.5438074172283062,
+ "clean_loss": 0.5368993043691701,
+ "noisy_loss_mean": 0.5461101215146847
+ },
+ {
+ "train_step": 3988,
+ "loss": 0.5523699564513422,
+ "clean_loss": 0.55842532397365,
+ "noisy_loss_mean": 0.550351500610573
+ },
+ {
+ "train_step": 3989,
+ "loss": 0.5395371368785777,
+ "clean_loss": 0.537716654135493,
+ "noisy_loss_mean": 0.540143964459606
+ },
+ {
+ "train_step": 3990,
+ "loss": 0.6649180902569851,
+ "clean_loss": 0.6340239052607716,
+ "noisy_loss_mean": 0.6752161519223896
+ },
+ {
+ "train_step": 3991,
+ "loss": 0.6514231919433857,
+ "clean_loss": 0.6453970040812956,
+ "noisy_loss_mean": 0.653431921230749
+ },
+ {
+ "train_step": 3992,
+ "loss": 0.7120430252259299,
+ "clean_loss": 0.6997845608398415,
+ "noisy_loss_mean": 0.7161291800212927
+ },
+ {
+ "train_step": 3993,
+ "loss": 0.4958336322149719,
+ "clean_loss": 0.5133433956727492,
+ "noisy_loss_mean": 0.48999704439571273
+ },
+ {
+ "train_step": 3994,
+ "loss": 0.6478262746410517,
+ "clean_loss": 0.6338919825737311,
+ "noisy_loss_mean": 0.6524710386634919
+ },
+ {
+ "train_step": 3995,
+ "loss": 0.4466385637593848,
+ "clean_loss": 0.4640402772491333,
+ "noisy_loss_mean": 0.4408379925961354
+ },
+ {
+ "train_step": 3996,
+ "loss": 0.6257396686673067,
+ "clean_loss": 0.6101518763989474,
+ "noisy_loss_mean": 0.6309355994234264
+ },
+ {
+ "train_step": 3997,
+ "loss": 0.4868758421774104,
+ "clean_loss": 0.4926603681194454,
+ "noisy_loss_mean": 0.48494766686339874
+ },
+ {
+ "train_step": 3998,
+ "loss": 0.5868366351103809,
+ "clean_loss": 0.5870884282659261,
+ "noisy_loss_mean": 0.5867527040585325
+ },
+ {
+ "train_step": 3999,
+ "loss": 0.4947995669338995,
+ "clean_loss": 0.5059922765977827,
+ "noisy_loss_mean": 0.49106866371260516
+ },
+ {
+ "train_step": 4000,
+ "loss": 0.5792389729244412,
+ "clean_loss": 0.5915913588904234,
+ "noisy_loss_mean": 0.5751215109357803
+ },
+ {
+ "train_step": 4001,
+ "loss": 0.6090609921947825,
+ "clean_loss": 0.6043558953227346,
+ "noisy_loss_mean": 0.6106293578187985
+ },
+ {
+ "train_step": 4002,
+ "loss": 0.5299381986325578,
+ "clean_loss": 0.5269863248377907,
+ "noisy_loss_mean": 0.5309221565641469
+ },
+ {
+ "train_step": 4003,
+ "loss": 0.7196664809146536,
+ "clean_loss": 0.7251120185853236,
+ "noisy_loss_mean": 0.7178513016910969
+ },
+ {
+ "train_step": 4004,
+ "loss": 0.47945391757539263,
+ "clean_loss": 0.47493841955171684,
+ "noisy_loss_mean": 0.4809590835832846
+ },
+ {
+ "train_step": 4005,
+ "loss": 0.6065777742122096,
+ "clean_loss": 0.6079913518236746,
+ "noisy_loss_mean": 0.6061065816750545
+ },
+ {
+ "train_step": 4006,
+ "loss": 0.7000750929022131,
+ "clean_loss": 0.6969888478826402,
+ "noisy_loss_mean": 0.7011038412420708
+ },
+ {
+ "train_step": 4007,
+ "loss": 0.654065669850564,
+ "clean_loss": 0.658011264190164,
+ "noisy_loss_mean": 0.6527504717373639
+ },
+ {
+ "train_step": 4008,
+ "loss": 0.705584412285359,
+ "clean_loss": 0.7011202327513107,
+ "noisy_loss_mean": 0.7070724721300415
+ },
+ {
+ "train_step": 4009,
+ "loss": 0.6843157283427366,
+ "clean_loss": 0.6782511196250536,
+ "noisy_loss_mean": 0.6863372645819643
+ },
+ {
+ "train_step": 4010,
+ "loss": 0.4760789664142311,
+ "clean_loss": 0.4744224302197102,
+ "noisy_loss_mean": 0.47663114514573807
+ },
+ {
+ "train_step": 4011,
+ "loss": 0.4979226680679397,
+ "clean_loss": 0.4808835510755789,
+ "noisy_loss_mean": 0.5036023737320601
+ },
+ {
+ "train_step": 4012,
+ "loss": 0.49632295776640667,
+ "clean_loss": 0.4899127206355466,
+ "noisy_loss_mean": 0.4984597034766933
+ },
+ {
+ "train_step": 4013,
+ "loss": 0.32375273660781323,
+ "clean_loss": 0.32152212432363,
+ "noisy_loss_mean": 0.32449627403587433
+ },
+ {
+ "train_step": 4014,
+ "loss": 0.43869837803240336,
+ "clean_loss": 0.4323975523813695,
+ "noisy_loss_mean": 0.4407986532494146
+ },
+ {
+ "train_step": 4015,
+ "loss": 0.42591484878827635,
+ "clean_loss": 0.4196878645870785,
+ "noisy_loss_mean": 0.42799051018867557
+ },
+ {
+ "train_step": 4016,
+ "loss": 0.6354187988067641,
+ "clean_loss": 0.6180891798220544,
+ "noisy_loss_mean": 0.641195338468334
+ },
+ {
+ "train_step": 4017,
+ "loss": 0.4169340900780518,
+ "clean_loss": 0.41760688158341636,
+ "noisy_loss_mean": 0.41670982624293035
+ },
+ {
+ "train_step": 4018,
+ "loss": 0.6508033938253237,
+ "clean_loss": 0.6490512567078514,
+ "noisy_loss_mean": 0.6513874395311477
+ },
+ {
+ "train_step": 4019,
+ "loss": 0.5982978011171958,
+ "clean_loss": 0.6025946217169385,
+ "noisy_loss_mean": 0.5968655275839482
+ },
+ {
+ "train_step": 4020,
+ "loss": 0.5613565840440455,
+ "clean_loss": 0.5668998368989333,
+ "noisy_loss_mean": 0.5595088330924162
+ },
+ {
+ "train_step": 4021,
+ "loss": 0.4865666423565915,
+ "clean_loss": 0.48295206350646835,
+ "noisy_loss_mean": 0.48777150197329916
+ },
+ {
+ "train_step": 4022,
+ "loss": 0.45218831138023785,
+ "clean_loss": 0.45048935390949063,
+ "noisy_loss_mean": 0.45275463053715365
+ },
+ {
+ "train_step": 4023,
+ "loss": 0.4849926510166517,
+ "clean_loss": 0.49265348348665927,
+ "noisy_loss_mean": 0.4824390401933158
+ },
+ {
+ "train_step": 4024,
+ "loss": 0.6421724071268708,
+ "clean_loss": 0.6537286505900824,
+ "noisy_loss_mean": 0.638320325972467
+ },
+ {
+ "train_step": 4025,
+ "loss": 0.41841569363403297,
+ "clean_loss": 0.42240653173382664,
+ "noisy_loss_mean": 0.417085414267435
+ },
+ {
+ "train_step": 4026,
+ "loss": 0.6270882928112256,
+ "clean_loss": 0.6374682766454016,
+ "noisy_loss_mean": 0.6236282981998335
+ },
+ {
+ "train_step": 4027,
+ "loss": 0.3631393315676088,
+ "clean_loss": 0.35787271312946084,
+ "noisy_loss_mean": 0.3648948710469914
+ },
+ {
+ "train_step": 4028,
+ "loss": 0.6719261033787964,
+ "clean_loss": 0.6759456289757061,
+ "noisy_loss_mean": 0.6705862615131598
+ },
+ {
+ "train_step": 4029,
+ "loss": 0.6404058427946414,
+ "clean_loss": 0.6487672682947688,
+ "noisy_loss_mean": 0.6376187009612656
+ },
+ {
+ "train_step": 4030,
+ "loss": 0.6966688200139244,
+ "clean_loss": 0.694810455355759,
+ "noisy_loss_mean": 0.6972882748999796
+ },
+ {
+ "train_step": 4031,
+ "loss": 0.6074394321319116,
+ "clean_loss": 0.6017154467531685,
+ "noisy_loss_mean": 0.6093474272581594
+ },
+ {
+ "train_step": 4032,
+ "loss": 0.8296536711423923,
+ "clean_loss": 0.833383359272476,
+ "noisy_loss_mean": 0.8284104417656978
+ },
+ {
+ "train_step": 4033,
+ "loss": 0.513692641101839,
+ "clean_loss": 0.5134431881022121,
+ "noisy_loss_mean": 0.5137757921017145
+ },
+ {
+ "train_step": 4034,
+ "loss": 0.567833117189156,
+ "clean_loss": 0.5749503442855859,
+ "noisy_loss_mean": 0.5654607081570127
+ },
+ {
+ "train_step": 4035,
+ "loss": 0.6409693258880044,
+ "clean_loss": 0.6267067023713051,
+ "noisy_loss_mean": 0.6457235337269042
+ },
+ {
+ "train_step": 4036,
+ "loss": 0.5516867729067447,
+ "clean_loss": 0.5480238947226518,
+ "noisy_loss_mean": 0.5529077323014423
+ },
+ {
+ "train_step": 4037,
+ "loss": 0.7031038602773554,
+ "clean_loss": 0.7021122354313557,
+ "noisy_loss_mean": 0.7034344018926886
+ },
+ {
+ "train_step": 4038,
+ "loss": 0.4839936520363489,
+ "clean_loss": 0.4768533684623205,
+ "noisy_loss_mean": 0.486373746561025
+ },
+ {
+ "train_step": 4039,
+ "loss": 0.4694547564781908,
+ "clean_loss": 0.4754447706751614,
+ "noisy_loss_mean": 0.4674580850792005
+ },
+ {
+ "train_step": 4040,
+ "loss": 0.48174569000775724,
+ "clean_loss": 0.4784302195481728,
+ "noisy_loss_mean": 0.48285084682761875
+ },
+ {
+ "train_step": 4041,
+ "loss": 0.5464617557711066,
+ "clean_loss": 0.5394966800338655,
+ "noisy_loss_mean": 0.5487834476835203
+ },
+ {
+ "train_step": 4042,
+ "loss": 0.5712812445401905,
+ "clean_loss": 0.5658520859108503,
+ "noisy_loss_mean": 0.5730909640833037
+ },
+ {
+ "train_step": 4043,
+ "loss": 0.46724821423244267,
+ "clean_loss": 0.4803401438434021,
+ "noisy_loss_mean": 0.4628842376954562
+ },
+ {
+ "train_step": 4044,
+ "loss": 0.7342398968866652,
+ "clean_loss": 0.7265759544056125,
+ "noisy_loss_mean": 0.7367945443803494
+ },
+ {
+ "train_step": 4045,
+ "loss": 0.36663344515029384,
+ "clean_loss": 0.36172492252664845,
+ "noisy_loss_mean": 0.3682696193581756
+ },
+ {
+ "train_step": 4046,
+ "loss": 0.5515282395999767,
+ "clean_loss": 0.5613567481940686,
+ "noisy_loss_mean": 0.5482520700686128
+ },
+ {
+ "train_step": 4047,
+ "loss": 0.5346335344181581,
+ "clean_loss": 0.5448252028094054,
+ "noisy_loss_mean": 0.5312363116210758
+ },
+ {
+ "train_step": 4048,
+ "loss": 0.6300995637329517,
+ "clean_loss": 0.6351645044578228,
+ "noisy_loss_mean": 0.6284112501579947
+ },
+ {
+ "train_step": 4049,
+ "loss": 0.4792911539444163,
+ "clean_loss": 0.47471304678631693,
+ "noisy_loss_mean": 0.48081718966378273
+ },
+ {
+ "train_step": 4050,
+ "loss": 0.5016183575365313,
+ "clean_loss": 0.4940618707138481,
+ "noisy_loss_mean": 0.5041371864774257
+ },
+ {
+ "train_step": 4051,
+ "loss": 0.5501822679410999,
+ "clean_loss": 0.5556674208554282,
+ "noisy_loss_mean": 0.5483538836363238
+ },
+ {
+ "train_step": 4052,
+ "loss": 0.682259917453373,
+ "clean_loss": 0.6762113956088754,
+ "noisy_loss_mean": 0.6842760914015388
+ },
+ {
+ "train_step": 4053,
+ "loss": 0.7042499998864507,
+ "clean_loss": 0.6997173985474908,
+ "noisy_loss_mean": 0.7057608669994373
+ },
+ {
+ "train_step": 4054,
+ "loss": 0.8089372580804456,
+ "clean_loss": 0.8267836339947489,
+ "noisy_loss_mean": 0.8029884661090113
+ },
+ {
+ "train_step": 4055,
+ "loss": 0.5729384375705002,
+ "clean_loss": 0.5683412221576343,
+ "noisy_loss_mean": 0.5744708427081222
+ },
+ {
+ "train_step": 4056,
+ "loss": 0.6764381492019058,
+ "clean_loss": 0.6578149776799407,
+ "noisy_loss_mean": 0.6826458730425609
+ },
+ {
+ "train_step": 4057,
+ "loss": 0.7470750439026304,
+ "clean_loss": 0.708414962216741,
+ "noisy_loss_mean": 0.7599617377979269
+ },
+ {
+ "train_step": 4058,
+ "loss": 0.7834396356014216,
+ "clean_loss": 0.7849709852897967,
+ "noisy_loss_mean": 0.7829291857052966
+ },
+ {
+ "train_step": 4059,
+ "loss": 0.5431996239837789,
+ "clean_loss": 0.5347579138285724,
+ "noisy_loss_mean": 0.5460135273688477
+ },
+ {
+ "train_step": 4060,
+ "loss": 0.6358913662027772,
+ "clean_loss": 0.642903416317728,
+ "noisy_loss_mean": 0.6335540161644603
+ },
+ {
+ "train_step": 4061,
+ "loss": 0.49937834385504465,
+ "clean_loss": 0.48530684609177693,
+ "noisy_loss_mean": 0.5040688431094672
+ },
+ {
+ "train_step": 4062,
+ "loss": 0.6031786213284762,
+ "clean_loss": 0.6082624809657001,
+ "noisy_loss_mean": 0.6014840014494015
+ },
+ {
+ "train_step": 4063,
+ "loss": 0.5278330292722555,
+ "clean_loss": 0.5358524846417204,
+ "noisy_loss_mean": 0.5251598774824338
+ },
+ {
+ "train_step": 4064,
+ "loss": 0.5295366552653655,
+ "clean_loss": 0.5131470475943237,
+ "noisy_loss_mean": 0.5349998578223795
+ },
+ {
+ "train_step": 4065,
+ "loss": 0.4726490929708084,
+ "clean_loss": 0.4541619330634662,
+ "noisy_loss_mean": 0.47881147960658915
+ },
+ {
+ "train_step": 4066,
+ "loss": 0.6065008297520986,
+ "clean_loss": 0.5943486961354729,
+ "noisy_loss_mean": 0.6105515409576405
+ },
+ {
+ "train_step": 4067,
+ "loss": 0.6930258390560855,
+ "clean_loss": 0.6973017105767603,
+ "noisy_loss_mean": 0.691600548549194
+ },
+ {
+ "train_step": 4068,
+ "loss": 0.47355877661468515,
+ "clean_loss": 0.46625853165865966,
+ "noisy_loss_mean": 0.475992191600027
+ },
+ {
+ "train_step": 4069,
+ "loss": 0.5199985439917183,
+ "clean_loss": 0.5204251337388432,
+ "noisy_loss_mean": 0.5198563474093433
+ },
+ {
+ "train_step": 4070,
+ "loss": 0.6350985756674219,
+ "clean_loss": 0.621054739743147,
+ "noisy_loss_mean": 0.639779854308847
+ },
+ {
+ "train_step": 4071,
+ "loss": 0.6188843909044546,
+ "clean_loss": 0.629258515313909,
+ "noisy_loss_mean": 0.6154263494346363
+ },
+ {
+ "train_step": 4072,
+ "loss": 0.632095930880251,
+ "clean_loss": 0.616695713199374,
+ "noisy_loss_mean": 0.6372293367738767
+ },
+ {
+ "train_step": 4073,
+ "loss": 0.7476619429819678,
+ "clean_loss": 0.7499476113751843,
+ "noisy_loss_mean": 0.7469000535175622
+ },
+ {
+ "train_step": 4074,
+ "loss": 0.408238491928669,
+ "clean_loss": 0.40494700703570125,
+ "noisy_loss_mean": 0.40933565355965823
+ },
+ {
+ "train_step": 4075,
+ "loss": 0.7123123374049328,
+ "clean_loss": 0.7076663848084424,
+ "noisy_loss_mean": 0.7138609882704298
+ },
+ {
+ "train_step": 4076,
+ "loss": 0.5532975255810191,
+ "clean_loss": 0.5671236444905124,
+ "noisy_loss_mean": 0.5486888192778547
+ },
+ {
+ "train_step": 4077,
+ "loss": 0.5402259396555484,
+ "clean_loss": 0.532635327819876,
+ "noisy_loss_mean": 0.5427561436007725
+ },
+ {
+ "train_step": 4078,
+ "loss": 0.5354208895501222,
+ "clean_loss": 0.5350025383958555,
+ "noisy_loss_mean": 0.5355603399348778
+ },
+ {
+ "train_step": 4079,
+ "loss": 0.6642854432197427,
+ "clean_loss": 0.6621794702356733,
+ "noisy_loss_mean": 0.6649874342144325
+ },
+ {
+ "train_step": 4080,
+ "loss": 0.5111394759113856,
+ "clean_loss": 0.5105445838556673,
+ "noisy_loss_mean": 0.5113377732632918
+ },
+ {
+ "train_step": 4081,
+ "loss": 0.613166539304691,
+ "clean_loss": 0.6052261628796444,
+ "noisy_loss_mean": 0.6158133314463732
+ },
+ {
+ "train_step": 4082,
+ "loss": 0.46790068518446654,
+ "clean_loss": 0.4544453766964439,
+ "noisy_loss_mean": 0.47238578801380743
+ },
+ {
+ "train_step": 4083,
+ "loss": 0.526870387746627,
+ "clean_loss": 0.5376950238116779,
+ "noisy_loss_mean": 0.5232621757249433
+ },
+ {
+ "train_step": 4084,
+ "loss": 0.39138784765820345,
+ "clean_loss": 0.39446653964174866,
+ "noisy_loss_mean": 0.3903616169970217
+ },
+ {
+ "train_step": 4085,
+ "loss": 0.43650797712067935,
+ "clean_loss": 0.43656161842550434,
+ "noisy_loss_mean": 0.4364900966857377
+ },
+ {
+ "train_step": 4086,
+ "loss": 0.5789733486843409,
+ "clean_loss": 0.57063551129916,
+ "noisy_loss_mean": 0.5817526278127346
+ },
+ {
+ "train_step": 4087,
+ "loss": 0.5211653481991061,
+ "clean_loss": 0.5144762839282266,
+ "noisy_loss_mean": 0.5233950362893992
+ },
+ {
+ "train_step": 4088,
+ "loss": 0.4100689168268954,
+ "clean_loss": 0.3958496002057149,
+ "noisy_loss_mean": 0.4148086890339555
+ },
+ {
+ "train_step": 4089,
+ "loss": 0.6594431736270696,
+ "clean_loss": 0.6538078296068152,
+ "noisy_loss_mean": 0.6613216216338212
+ },
+ {
+ "train_step": 4090,
+ "loss": 0.6248687155269703,
+ "clean_loss": 0.6209439158517199,
+ "noisy_loss_mean": 0.6261769820853872
+ },
+ {
+ "train_step": 4091,
+ "loss": 0.5323438948277386,
+ "clean_loss": 0.5237611093309652,
+ "noisy_loss_mean": 0.535204823326663
+ },
+ {
+ "train_step": 4092,
+ "loss": 0.5925682802636416,
+ "clean_loss": 0.5810008666555746,
+ "noisy_loss_mean": 0.5964240847996639
+ },
+ {
+ "train_step": 4093,
+ "loss": 0.6726513916668548,
+ "clean_loss": 0.6762518452580965,
+ "noisy_loss_mean": 0.6714512404697744
+ },
+ {
+ "train_step": 4094,
+ "loss": 0.6831208603803474,
+ "clean_loss": 0.689465473894673,
+ "noisy_loss_mean": 0.6810059892089054
+ },
+ {
+ "train_step": 4095,
+ "loss": 0.46328643267289354,
+ "clean_loss": 0.45153489606797065,
+ "noisy_loss_mean": 0.4672036115412012
+ },
+ {
+ "train_step": 4096,
+ "loss": 0.47892818307040186,
+ "clean_loss": 0.4801359466127154,
+ "noisy_loss_mean": 0.47852559522296395
+ },
+ {
+ "train_step": 4097,
+ "loss": 0.6943956072820554,
+ "clean_loss": 0.7010084000283797,
+ "noisy_loss_mean": 0.6921913430332806
+ },
+ {
+ "train_step": 4098,
+ "loss": 0.4635026441879398,
+ "clean_loss": 0.44682682143843205,
+ "noisy_loss_mean": 0.469061251771109
+ },
+ {
+ "train_step": 4099,
+ "loss": 0.48710192076756914,
+ "clean_loss": 0.4901637887007273,
+ "noisy_loss_mean": 0.486081298123183
+ },
+ {
+ "train_step": 4100,
+ "loss": 0.6682085039407657,
+ "clean_loss": 0.6911323215527121,
+ "noisy_loss_mean": 0.6605672314034502
+ },
+ {
+ "train_step": 4101,
+ "loss": 0.5757707380255344,
+ "clean_loss": 0.5720429260027222,
+ "noisy_loss_mean": 0.5770133420331384
+ },
+ {
+ "train_step": 4102,
+ "loss": 0.5206629522923223,
+ "clean_loss": 0.5309595306525623,
+ "noisy_loss_mean": 0.5172307595055757
+ },
+ {
+ "train_step": 4103,
+ "loss": 0.5575284843062731,
+ "clean_loss": 0.5605388047543334,
+ "noisy_loss_mean": 0.5565250441569197
+ },
+ {
+ "train_step": 4104,
+ "loss": 0.4806818345417062,
+ "clean_loss": 0.4878287578493502,
+ "noisy_loss_mean": 0.4782995267724915
+ },
+ {
+ "train_step": 4105,
+ "loss": 0.6145191406077845,
+ "clean_loss": 0.6146369109946073,
+ "noisy_loss_mean": 0.6144798838121769
+ },
+ {
+ "train_step": 4106,
+ "loss": 0.6238196060317138,
+ "clean_loss": 0.6147052931763461,
+ "noisy_loss_mean": 0.6268577103168366
+ },
+ {
+ "train_step": 4107,
+ "loss": 0.501154316494807,
+ "clean_loss": 0.5086133219574756,
+ "noisy_loss_mean": 0.49866798134058415
+ },
+ {
+ "train_step": 4108,
+ "loss": 0.5908686542025974,
+ "clean_loss": 0.5832877124558112,
+ "noisy_loss_mean": 0.5933956347848596
+ },
+ {
+ "train_step": 4109,
+ "loss": 0.5124167845971568,
+ "clean_loss": 0.5129024956044832,
+ "noisy_loss_mean": 0.5122548809280479
+ },
+ {
+ "train_step": 4110,
+ "loss": 0.6188436043958494,
+ "clean_loss": 0.6242383228061528,
+ "noisy_loss_mean": 0.6170453649257482
+ },
+ {
+ "train_step": 4111,
+ "loss": 0.7467052840802326,
+ "clean_loss": 0.751118367348845,
+ "noisy_loss_mean": 0.7452342563240285
+ },
+ {
+ "train_step": 4112,
+ "loss": 0.7383019112076605,
+ "clean_loss": 0.7470956639386869,
+ "noisy_loss_mean": 0.7353706602973183
+ },
+ {
+ "train_step": 4113,
+ "loss": 0.41095597069949696,
+ "clean_loss": 0.42242510314758935,
+ "noisy_loss_mean": 0.4071329265501327
+ },
+ {
+ "train_step": 4114,
+ "loss": 0.7074995986455757,
+ "clean_loss": 0.7102316418766736,
+ "noisy_loss_mean": 0.706588917568543
+ },
+ {
+ "train_step": 4115,
+ "loss": 0.5486973884581671,
+ "clean_loss": 0.5362676832030688,
+ "noisy_loss_mean": 0.5528406235431998
+ },
+ {
+ "train_step": 4116,
+ "loss": 0.8252836882733567,
+ "clean_loss": 0.8330827423302536,
+ "noisy_loss_mean": 0.8226840035877245
+ },
+ {
+ "train_step": 4117,
+ "loss": 0.49562571673532463,
+ "clean_loss": 0.508470186488653,
+ "noisy_loss_mean": 0.4913442268175485
+ },
+ {
+ "train_step": 4118,
+ "loss": 0.6077636211097683,
+ "clean_loss": 0.6123981305226405,
+ "noisy_loss_mean": 0.606218784638811
+ },
+ {
+ "train_step": 4119,
+ "loss": 0.678577911122974,
+ "clean_loss": 0.6687168375157198,
+ "noisy_loss_mean": 0.6818649356587256
+ },
+ {
+ "train_step": 4120,
+ "loss": 0.6613653128613828,
+ "clean_loss": 0.6500400690837014,
+ "noisy_loss_mean": 0.6651403941206099
+ },
+ {
+ "train_step": 4121,
+ "loss": 0.598922341020834,
+ "clean_loss": 0.5963909421384936,
+ "noisy_loss_mean": 0.5997661406482807
+ },
+ {
+ "train_step": 4122,
+ "loss": 0.5769921595857558,
+ "clean_loss": 0.5863006422470992,
+ "noisy_loss_mean": 0.5738893320319747
+ },
+ {
+ "train_step": 4123,
+ "loss": 0.2896036784247132,
+ "clean_loss": 0.28762038326980244,
+ "noisy_loss_mean": 0.2902647768096835
+ },
+ {
+ "train_step": 4124,
+ "loss": 0.5018395745278659,
+ "clean_loss": 0.5123265752966268,
+ "noisy_loss_mean": 0.4983439076049456
+ },
+ {
+ "train_step": 4125,
+ "loss": 0.4652207260326605,
+ "clean_loss": 0.46611006589141313,
+ "noisy_loss_mean": 0.46492427941307635
+ },
+ {
+ "train_step": 4126,
+ "loss": 0.6044200455725395,
+ "clean_loss": 0.6147255816104176,
+ "noisy_loss_mean": 0.6009848668932468
+ },
+ {
+ "train_step": 4127,
+ "loss": 0.471610598832965,
+ "clean_loss": 0.4669082288653981,
+ "noisy_loss_mean": 0.4731780554888207
+ },
+ {
+ "train_step": 4128,
+ "loss": 0.6282489968306797,
+ "clean_loss": 0.6301469120879196,
+ "noisy_loss_mean": 0.6276163584115998
+ },
+ {
+ "train_step": 4129,
+ "loss": 0.6124176587484165,
+ "clean_loss": 0.6164605810162471,
+ "noisy_loss_mean": 0.611070017992473
+ },
+ {
+ "train_step": 4130,
+ "loss": 0.46822421292442507,
+ "clean_loss": 0.4742693351301403,
+ "noisy_loss_mean": 0.4662091721891866
+ },
+ {
+ "train_step": 4131,
+ "loss": 0.344590386865125,
+ "clean_loss": 0.35596376428287724,
+ "noisy_loss_mean": 0.3407992610592076
+ },
+ {
+ "train_step": 4132,
+ "loss": 0.4505206980490172,
+ "clean_loss": 0.46230777844379156,
+ "noisy_loss_mean": 0.446591671250759
+ },
+ {
+ "train_step": 4133,
+ "loss": 0.6311526773989082,
+ "clean_loss": 0.6465650648032089,
+ "noisy_loss_mean": 0.6260152149308079
+ },
+ {
+ "train_step": 4134,
+ "loss": 0.5645276368936949,
+ "clean_loss": 0.5690268355825169,
+ "noisy_loss_mean": 0.563027903997421
+ },
+ {
+ "train_step": 4135,
+ "loss": 0.5484193254653598,
+ "clean_loss": 0.557364638744721,
+ "noisy_loss_mean": 0.5454375543722393
+ },
+ {
+ "train_step": 4136,
+ "loss": 0.7246760564674053,
+ "clean_loss": 0.7165433002470699,
+ "noisy_loss_mean": 0.7273869752075169
+ },
+ {
+ "train_step": 4137,
+ "loss": 0.4027436829978316,
+ "clean_loss": 0.40403997996959384,
+ "noisy_loss_mean": 0.4023115840072442
+ },
+ {
+ "train_step": 4138,
+ "loss": 0.5521124955081671,
+ "clean_loss": 0.5606318668095146,
+ "noisy_loss_mean": 0.5492727050743845
+ },
+ {
+ "train_step": 4139,
+ "loss": 0.7490978879127759,
+ "clean_loss": 0.7516066862770582,
+ "noisy_loss_mean": 0.7482616217913484
+ },
+ {
+ "train_step": 4140,
+ "loss": 0.8725271624784358,
+ "clean_loss": 0.8725491979100868,
+ "noisy_loss_mean": 0.8725198173345521
+ },
+ {
+ "train_step": 4141,
+ "loss": 0.5587322225588927,
+ "clean_loss": 0.569857731414939,
+ "noisy_loss_mean": 0.5550237196068771
+ },
+ {
+ "train_step": 4142,
+ "loss": 0.7307505765774143,
+ "clean_loss": 0.7245103791566528,
+ "noisy_loss_mean": 0.7328306423843348
+ },
+ {
+ "train_step": 4143,
+ "loss": 0.503713979855764,
+ "clean_loss": 0.5123898845340442,
+ "noisy_loss_mean": 0.5008220116296705
+ },
+ {
+ "train_step": 4144,
+ "loss": 0.5899014914395746,
+ "clean_loss": 0.5711610686006525,
+ "noisy_loss_mean": 0.5961482990525485
+ },
+ {
+ "train_step": 4145,
+ "loss": 0.6996527460303661,
+ "clean_loss": 0.7026505382835689,
+ "noisy_loss_mean": 0.6986534819459651
+ },
+ {
+ "train_step": 4146,
+ "loss": 0.4171291538934503,
+ "clean_loss": 0.41471112925203146,
+ "noisy_loss_mean": 0.41793516210725645
+ },
+ {
+ "train_step": 4147,
+ "loss": 0.5927921626760234,
+ "clean_loss": 0.5877905769950698,
+ "noisy_loss_mean": 0.5944593579030079
+ },
+ {
+ "train_step": 4148,
+ "loss": 0.5312471901181997,
+ "clean_loss": 0.5380363737155571,
+ "noisy_loss_mean": 0.5289841289190805
+ },
+ {
+ "train_step": 4149,
+ "loss": 0.3586135418247132,
+ "clean_loss": 0.3553058374681856,
+ "noisy_loss_mean": 0.35971610994355574
+ },
+ {
+ "train_step": 4150,
+ "loss": 0.6362827858302562,
+ "clean_loss": 0.627566397400993,
+ "noisy_loss_mean": 0.6391882486400106
+ },
+ {
+ "train_step": 4151,
+ "loss": 0.5206434027818161,
+ "clean_loss": 0.515353035164077,
+ "noisy_loss_mean": 0.5224068586543956
+ },
+ {
+ "train_step": 4152,
+ "loss": 0.7488073252245295,
+ "clean_loss": 0.7474223028471322,
+ "noisy_loss_mean": 0.7492689993503289
+ },
+ {
+ "train_step": 4153,
+ "loss": 0.4933504612938145,
+ "clean_loss": 0.4917263536073884,
+ "noisy_loss_mean": 0.4938918305226232
+ },
+ {
+ "train_step": 4154,
+ "loss": 0.43280092155946975,
+ "clean_loss": 0.4234888037107804,
+ "noisy_loss_mean": 0.43590496084236613
+ },
+ {
+ "train_step": 4155,
+ "loss": 0.5745754531234022,
+ "clean_loss": 0.570963795811163,
+ "noisy_loss_mean": 0.5757793388941486
+ },
+ {
+ "train_step": 4156,
+ "loss": 0.6424413076231894,
+ "clean_loss": 0.6511067957545662,
+ "noisy_loss_mean": 0.6395528115793971
+ },
+ {
+ "train_step": 4157,
+ "loss": 0.35508860934903697,
+ "clean_loss": 0.35276145716473806,
+ "noisy_loss_mean": 0.35586432674380325
+ },
+ {
+ "train_step": 4158,
+ "loss": 0.5845773036639399,
+ "clean_loss": 0.5798865336406351,
+ "noisy_loss_mean": 0.5861408936717083
+ },
+ {
+ "train_step": 4159,
+ "loss": 0.7458448557955573,
+ "clean_loss": 0.7484304735772248,
+ "noisy_loss_mean": 0.744982983201668
+ },
+ {
+ "train_step": 4160,
+ "loss": 0.5051373133676695,
+ "clean_loss": 0.5046998203538262,
+ "noisy_loss_mean": 0.5052831443722839
+ },
+ {
+ "train_step": 4161,
+ "loss": 0.7899920016867775,
+ "clean_loss": 0.787881591513174,
+ "noisy_loss_mean": 0.7906954717446454
+ },
+ {
+ "train_step": 4162,
+ "loss": 0.6397401770308407,
+ "clean_loss": 0.6183993711263747,
+ "noisy_loss_mean": 0.6468537789989961
+ },
+ {
+ "train_step": 4163,
+ "loss": 0.636224391961224,
+ "clean_loss": 0.6302286220205747,
+ "noisy_loss_mean": 0.6382229819414406
+ },
+ {
+ "train_step": 4164,
+ "loss": 0.7244615434420927,
+ "clean_loss": 0.7281695262307964,
+ "noisy_loss_mean": 0.7232255491791916
+ },
+ {
+ "train_step": 4165,
+ "loss": 0.5584031601144006,
+ "clean_loss": 0.5578749468410793,
+ "noisy_loss_mean": 0.5585792312055077
+ },
+ {
+ "train_step": 4166,
+ "loss": 0.5946780279072004,
+ "clean_loss": 0.5901954870145113,
+ "noisy_loss_mean": 0.5961722082047634
+ },
+ {
+ "train_step": 4167,
+ "loss": 0.5821778482135559,
+ "clean_loss": 0.5818615415922865,
+ "noisy_loss_mean": 0.582283283753979
+ },
+ {
+ "train_step": 4168,
+ "loss": 0.6026961989117171,
+ "clean_loss": 0.5971231302162852,
+ "noisy_loss_mean": 0.6045538884768611
+ },
+ {
+ "train_step": 4169,
+ "loss": 0.6559409154121177,
+ "clean_loss": 0.6623802613169038,
+ "noisy_loss_mean": 0.653794466777189
+ },
+ {
+ "train_step": 4170,
+ "loss": 0.7044535711180114,
+ "clean_loss": 0.7083664738851378,
+ "noisy_loss_mean": 0.703149270195636
+ },
+ {
+ "train_step": 4171,
+ "loss": 0.7396426817510992,
+ "clean_loss": 0.7470169315785441,
+ "noisy_loss_mean": 0.7371845984752841
+ },
+ {
+ "train_step": 4172,
+ "loss": 0.5322979199567516,
+ "clean_loss": 0.5583341382484728,
+ "noisy_loss_mean": 0.5236191805261778
+ },
+ {
+ "train_step": 4173,
+ "loss": 0.7050627936269904,
+ "clean_loss": 0.7059034601179786,
+ "noisy_loss_mean": 0.7047825714633277
+ },
+ {
+ "train_step": 4174,
+ "loss": 0.6552397940428811,
+ "clean_loss": 0.6344565344758488,
+ "noisy_loss_mean": 0.6621675472318919
+ },
+ {
+ "train_step": 4175,
+ "loss": 0.5023617142958933,
+ "clean_loss": 0.4985950006645334,
+ "noisy_loss_mean": 0.5036172855063465
+ },
+ {
+ "train_step": 4176,
+ "loss": 0.4368824959765028,
+ "clean_loss": 0.4333523429375021,
+ "noisy_loss_mean": 0.4380592136561697
+ },
+ {
+ "train_step": 4177,
+ "loss": 0.5498063529753907,
+ "clean_loss": 0.5537059577700826,
+ "noisy_loss_mean": 0.5485064847104933
+ },
+ {
+ "train_step": 4178,
+ "loss": 0.5437918771111938,
+ "clean_loss": 0.5518920277192534,
+ "noisy_loss_mean": 0.5410918269085072
+ },
+ {
+ "train_step": 4179,
+ "loss": 0.5306118517593508,
+ "clean_loss": 0.5369400055082891,
+ "noisy_loss_mean": 0.5285024671763714
+ },
+ {
+ "train_step": 4180,
+ "loss": 0.40908303861592926,
+ "clean_loss": 0.41514523040624685,
+ "noisy_loss_mean": 0.4070623080191567
+ },
+ {
+ "train_step": 4181,
+ "loss": 0.5545292750420858,
+ "clean_loss": 0.5485430159873194,
+ "noisy_loss_mean": 0.5565246947270079
+ },
+ {
+ "train_step": 4182,
+ "loss": 0.5281257030164441,
+ "clean_loss": 0.5211215604913829,
+ "noisy_loss_mean": 0.5304604171914645
+ },
+ {
+ "train_step": 4183,
+ "loss": 0.4334697934106321,
+ "clean_loss": 0.4282894258619893,
+ "noisy_loss_mean": 0.43519658259351296
+ },
+ {
+ "train_step": 4184,
+ "loss": 0.7538200169779856,
+ "clean_loss": 0.7634966531734338,
+ "noisy_loss_mean": 0.750594471579503
+ },
+ {
+ "train_step": 4185,
+ "loss": 0.4969973742739275,
+ "clean_loss": 0.4968874106110859,
+ "noisy_loss_mean": 0.4970340288282081
+ },
+ {
+ "train_step": 4186,
+ "loss": 0.5790430241873967,
+ "clean_loss": 0.5731102729544145,
+ "noisy_loss_mean": 0.5810206079317242
+ },
+ {
+ "train_step": 4187,
+ "loss": 0.5057233135657471,
+ "clean_loss": 0.51360461012404,
+ "noisy_loss_mean": 0.5030962147129828
+ },
+ {
+ "train_step": 4188,
+ "loss": 0.4621879048393743,
+ "clean_loss": 0.46346795274639097,
+ "noisy_loss_mean": 0.461761222203702
+ },
+ {
+ "train_step": 4189,
+ "loss": 0.5871657971492108,
+ "clean_loss": 0.604734691810491,
+ "noisy_loss_mean": 0.5813094989287841
+ },
+ {
+ "train_step": 4190,
+ "loss": 0.361579802124968,
+ "clean_loss": 0.3543292678712818,
+ "noisy_loss_mean": 0.36399664687619676
+ },
+ {
+ "train_step": 4191,
+ "loss": 0.7453666076658875,
+ "clean_loss": 0.7387489521196037,
+ "noisy_loss_mean": 0.747572492847982
+ },
+ {
+ "train_step": 4192,
+ "loss": 0.5810498253783246,
+ "clean_loss": 0.5841444625695954,
+ "noisy_loss_mean": 0.5800182796479011
+ },
+ {
+ "train_step": 4193,
+ "loss": 0.5699594067299205,
+ "clean_loss": 0.5678855484017581,
+ "noisy_loss_mean": 0.5706506928393081
+ },
+ {
+ "train_step": 4194,
+ "loss": 0.4421925535630063,
+ "clean_loss": 0.4414429203407853,
+ "noisy_loss_mean": 0.44244243130374655
+ },
+ {
+ "train_step": 4195,
+ "loss": 0.43610242403249944,
+ "clean_loss": 0.43571844983552577,
+ "noisy_loss_mean": 0.43623041543149066
+ },
+ {
+ "train_step": 4196,
+ "loss": 0.5905507444548348,
+ "clean_loss": 0.5861154370578582,
+ "noisy_loss_mean": 0.592029180253827
+ },
+ {
+ "train_step": 4197,
+ "loss": 0.49163986689046457,
+ "clean_loss": 0.496146347477621,
+ "noisy_loss_mean": 0.4901377066947458
+ },
+ {
+ "train_step": 4198,
+ "loss": 0.6559801338625784,
+ "clean_loss": 0.6437560275536502,
+ "noisy_loss_mean": 0.6600548359655545
+ },
+ {
+ "train_step": 4199,
+ "loss": 0.6091671179642791,
+ "clean_loss": 0.6146049060662642,
+ "noisy_loss_mean": 0.6073545219302842
+ },
+ {
+ "train_step": 4200,
+ "loss": 0.6031479547696665,
+ "clean_loss": 0.6107462154634717,
+ "noisy_loss_mean": 0.6006152012050648
+ },
+ {
+ "train_step": 4201,
+ "loss": 0.5696028424491129,
+ "clean_loss": 0.5806283680522542,
+ "noisy_loss_mean": 0.5659276672480658
+ },
+ {
+ "train_step": 4202,
+ "loss": 0.716303000626653,
+ "clean_loss": 0.7220584306575626,
+ "noisy_loss_mean": 0.7143845239496831
+ },
+ {
+ "train_step": 4203,
+ "loss": 0.5754200150221773,
+ "clean_loss": 0.5594309394336631,
+ "noisy_loss_mean": 0.5807497068850155
+ },
+ {
+ "train_step": 4204,
+ "loss": 0.4976904323257896,
+ "clean_loss": 0.4904837546747112,
+ "noisy_loss_mean": 0.5000926582094823
+ },
+ {
+ "train_step": 4205,
+ "loss": 0.5819355262020651,
+ "clean_loss": 0.5822020668428526,
+ "noisy_loss_mean": 0.5818466793218026
+ },
+ {
+ "train_step": 4206,
+ "loss": 0.5063021492182527,
+ "clean_loss": 0.4998030839945696,
+ "noisy_loss_mean": 0.5084685042928135
+ },
+ {
+ "train_step": 4207,
+ "loss": 0.5526937991992497,
+ "clean_loss": 0.5582700694529099,
+ "noisy_loss_mean": 0.5508350424480295
+ },
+ {
+ "train_step": 4208,
+ "loss": 0.42833690476121805,
+ "clean_loss": 0.425955504700751,
+ "noisy_loss_mean": 0.4291307047813738
+ },
+ {
+ "train_step": 4209,
+ "loss": 0.4912608906894731,
+ "clean_loss": 0.5044416494122291,
+ "noisy_loss_mean": 0.4868673044485545
+ },
+ {
+ "train_step": 4210,
+ "loss": 0.7287783624656214,
+ "clean_loss": 0.7357980278120563,
+ "noisy_loss_mean": 0.7264384740168097
+ },
+ {
+ "train_step": 4211,
+ "loss": 0.42652597060979086,
+ "clean_loss": 0.4276661003686364,
+ "noisy_loss_mean": 0.42614592735684237
+ },
+ {
+ "train_step": 4212,
+ "loss": 0.7008957608367621,
+ "clean_loss": 0.7121333920912233,
+ "noisy_loss_mean": 0.6971498837519418
+ },
+ {
+ "train_step": 4213,
+ "loss": 0.5866149889087582,
+ "clean_loss": 0.5852209768654896,
+ "noisy_loss_mean": 0.5870796595898476
+ },
+ {
+ "train_step": 4214,
+ "loss": 0.5128041645858217,
+ "clean_loss": 0.5233616882984354,
+ "noisy_loss_mean": 0.5092849900149505
+ },
+ {
+ "train_step": 4215,
+ "loss": 0.5315315585850742,
+ "clean_loss": 0.5306507792942756,
+ "noisy_loss_mean": 0.5318251516820071
+ },
+ {
+ "train_step": 4216,
+ "loss": 0.6629459800407245,
+ "clean_loss": 0.6561303582601516,
+ "noisy_loss_mean": 0.665217853967582
+ },
+ {
+ "train_step": 4217,
+ "loss": 0.6204621195246667,
+ "clean_loss": 0.6333128221702766,
+ "noisy_loss_mean": 0.6161785519761299
+ },
+ {
+ "train_step": 4218,
+ "loss": 0.5573238171364076,
+ "clean_loss": 0.5580968637225713,
+ "noisy_loss_mean": 0.5570661349410196
+ },
+ {
+ "train_step": 4219,
+ "loss": 0.524088387640148,
+ "clean_loss": 0.5278688983637919,
+ "noisy_loss_mean": 0.5228282173989333
+ },
+ {
+ "train_step": 4220,
+ "loss": 0.4519777268908758,
+ "clean_loss": 0.4418243264845967,
+ "noisy_loss_mean": 0.4553621936929688
+ },
+ {
+ "train_step": 4221,
+ "loss": 0.5160624114349949,
+ "clean_loss": 0.5157739362315417,
+ "noisy_loss_mean": 0.5161585698361459
+ },
+ {
+ "train_step": 4222,
+ "loss": 0.5550137263018617,
+ "clean_loss": 0.5519934908717314,
+ "noisy_loss_mean": 0.5560204714452385
+ },
+ {
+ "train_step": 4223,
+ "loss": 0.5035430788109577,
+ "clean_loss": 0.49723750109921677,
+ "noisy_loss_mean": 0.5056449380482047
+ },
+ {
+ "train_step": 4224,
+ "loss": 0.5995861164570373,
+ "clean_loss": 0.6084988926742656,
+ "noisy_loss_mean": 0.5966151910512946
+ },
+ {
+ "train_step": 4225,
+ "loss": 0.46576233585781673,
+ "clean_loss": 0.4554663433626374,
+ "noisy_loss_mean": 0.4691943333562099
+ },
+ {
+ "train_step": 4226,
+ "loss": 0.5363018762203369,
+ "clean_loss": 0.53810701519664,
+ "noisy_loss_mean": 0.535700163228236
+ },
+ {
+ "train_step": 4227,
+ "loss": 0.6669342751617637,
+ "clean_loss": 0.6662952803043736,
+ "noisy_loss_mean": 0.6671472734475604
+ },
+ {
+ "train_step": 4228,
+ "loss": 0.5848876047365349,
+ "clean_loss": 0.5833573172854604,
+ "noisy_loss_mean": 0.5853977005535599
+ },
+ {
+ "train_step": 4229,
+ "loss": 0.6056667943621643,
+ "clean_loss": 0.6313444577208838,
+ "noisy_loss_mean": 0.5971075732425911
+ },
+ {
+ "train_step": 4230,
+ "loss": 0.4925969797341073,
+ "clean_loss": 0.4913978446002687,
+ "noisy_loss_mean": 0.4929966914453869
+ },
+ {
+ "train_step": 4231,
+ "loss": 0.6878266133966535,
+ "clean_loss": 0.6734116558024476,
+ "noisy_loss_mean": 0.6926315992613888
+ },
+ {
+ "train_step": 4232,
+ "loss": 0.46636206233127575,
+ "clean_loss": 0.46902757422225444,
+ "noisy_loss_mean": 0.4654735583676162
+ },
+ {
+ "train_step": 4233,
+ "loss": 0.6272155982548281,
+ "clean_loss": 0.6391214955438027,
+ "noisy_loss_mean": 0.6232469658251699
+ },
+ {
+ "train_step": 4234,
+ "loss": 0.5417826672428987,
+ "clean_loss": 0.5364960953892328,
+ "noisy_loss_mean": 0.5435448578607874
+ },
+ {
+ "train_step": 4235,
+ "loss": 0.6135830012845134,
+ "clean_loss": 0.6261608304637839,
+ "noisy_loss_mean": 0.6093903915580898
+ },
+ {
+ "train_step": 4236,
+ "loss": 0.6553846692430352,
+ "clean_loss": 0.6709617697616951,
+ "noisy_loss_mean": 0.6501923024034818
+ },
+ {
+ "train_step": 4237,
+ "loss": 0.4682667777251281,
+ "clean_loss": 0.4626829627167512,
+ "noisy_loss_mean": 0.470128049394587
+ },
+ {
+ "train_step": 4238,
+ "loss": 0.5449977056681777,
+ "clean_loss": 0.5377751639800844,
+ "noisy_loss_mean": 0.5474052195642088
+ },
+ {
+ "train_step": 4239,
+ "loss": 0.5176126076790483,
+ "clean_loss": 0.5232357616893999,
+ "noisy_loss_mean": 0.515738223008931
+ },
+ {
+ "train_step": 4240,
+ "loss": 0.5822276784848955,
+ "clean_loss": 0.5902925134228871,
+ "noisy_loss_mean": 0.5795394001722317
+ },
+ {
+ "train_step": 4241,
+ "loss": 0.7220528037701059,
+ "clean_loss": 0.718736888559014,
+ "noisy_loss_mean": 0.7231581088404697
+ },
+ {
+ "train_step": 4242,
+ "loss": 0.5360738718519563,
+ "clean_loss": 0.5346203871610772,
+ "noisy_loss_mean": 0.536558366748916
+ },
+ {
+ "train_step": 4243,
+ "loss": 0.5815852979277599,
+ "clean_loss": 0.589818970081925,
+ "noisy_loss_mean": 0.5788407405430381
+ },
+ {
+ "train_step": 4244,
+ "loss": 0.7460185403742635,
+ "clean_loss": 0.7417656682018579,
+ "noisy_loss_mean": 0.7474361644317321
+ },
+ {
+ "train_step": 4245,
+ "loss": 0.707903670858633,
+ "clean_loss": 0.7078929034621234,
+ "noisy_loss_mean": 0.7079072599908031
+ },
+ {
+ "train_step": 4246,
+ "loss": 0.502679286246781,
+ "clean_loss": 0.5048232198566861,
+ "noisy_loss_mean": 0.5019646417101459
+ },
+ {
+ "train_step": 4247,
+ "loss": 0.526408478498461,
+ "clean_loss": 0.522300350477194,
+ "noisy_loss_mean": 0.5277778545055499
+ },
+ {
+ "train_step": 4248,
+ "loss": 0.4905886111682135,
+ "clean_loss": 0.4883431388135318,
+ "noisy_loss_mean": 0.4913371019531074
+ },
+ {
+ "train_step": 4249,
+ "loss": 0.5133443288866388,
+ "clean_loss": 0.5163823187143173,
+ "noisy_loss_mean": 0.5123316656107462
+ },
+ {
+ "train_step": 4250,
+ "loss": 0.5364019009692078,
+ "clean_loss": 0.5457588834954072,
+ "noisy_loss_mean": 0.533282906793808
+ },
+ {
+ "train_step": 4251,
+ "loss": 0.6030256023771943,
+ "clean_loss": 0.613387184703603,
+ "noisy_loss_mean": 0.5995717416017246
+ },
+ {
+ "train_step": 4252,
+ "loss": 0.6685365745383213,
+ "clean_loss": 0.656872519747278,
+ "noisy_loss_mean": 0.6724245928020022
+ },
+ {
+ "train_step": 4253,
+ "loss": 0.634908629539745,
+ "clean_loss": 0.6423188274839944,
+ "noisy_loss_mean": 0.6324385635583285
+ },
+ {
+ "train_step": 4254,
+ "loss": 0.4878318210531623,
+ "clean_loss": 0.4767658354147224,
+ "noisy_loss_mean": 0.4915204829326423
+ },
+ {
+ "train_step": 4255,
+ "loss": 0.6028756220471828,
+ "clean_loss": 0.5975225493969232,
+ "noisy_loss_mean": 0.6046599795972695
+ },
+ {
+ "train_step": 4256,
+ "loss": 0.6851614698263131,
+ "clean_loss": 0.6938120077568172,
+ "noisy_loss_mean": 0.6822779571828118
+ },
+ {
+ "train_step": 4257,
+ "loss": 0.4546571407110939,
+ "clean_loss": 0.45633289773169444,
+ "noisy_loss_mean": 0.45409855503756047
+ },
+ {
+ "train_step": 4258,
+ "loss": 0.5691888018708213,
+ "clean_loss": 0.5751321136874692,
+ "noisy_loss_mean": 0.5672076979319388
+ },
+ {
+ "train_step": 4259,
+ "loss": 0.5846455606958194,
+ "clean_loss": 0.5844258207558924,
+ "noisy_loss_mean": 0.5847188073424617
+ },
+ {
+ "train_step": 4260,
+ "loss": 0.6717035865054588,
+ "clean_loss": 0.6776682214144814,
+ "noisy_loss_mean": 0.6697153748691179
+ },
+ {
+ "train_step": 4261,
+ "loss": 0.7530760766766025,
+ "clean_loss": 0.7572129606733792,
+ "noisy_loss_mean": 0.7516971153443435
+ },
+ {
+ "train_step": 4262,
+ "loss": 0.6535394805021242,
+ "clean_loss": 0.6593403922164034,
+ "noisy_loss_mean": 0.6516058432640311
+ },
+ {
+ "train_step": 4263,
+ "loss": 0.6634233863292547,
+ "clean_loss": 0.6630469957962528,
+ "noisy_loss_mean": 0.6635488498402552
+ },
+ {
+ "train_step": 4264,
+ "loss": 0.5634142400646326,
+ "clean_loss": 0.5755788038435972,
+ "noisy_loss_mean": 0.5593593854716443
+ },
+ {
+ "train_step": 4265,
+ "loss": 0.6454303281851819,
+ "clean_loss": 0.6449862100730228,
+ "noisy_loss_mean": 0.6455783675559017
+ },
+ {
+ "train_step": 4266,
+ "loss": 0.44183582190493464,
+ "clean_loss": 0.44977136308025395,
+ "noisy_loss_mean": 0.4391906415131615
+ },
+ {
+ "train_step": 4267,
+ "loss": 0.6545402153009214,
+ "clean_loss": 0.6573598858962577,
+ "noisy_loss_mean": 0.653600325102476
+ },
+ {
+ "train_step": 4268,
+ "loss": 0.656204175783752,
+ "clean_loss": 0.6537647687807366,
+ "noisy_loss_mean": 0.6570173114514238
+ },
+ {
+ "train_step": 4269,
+ "loss": 0.3091516658894974,
+ "clean_loss": 0.29668699695389494,
+ "noisy_loss_mean": 0.31330655553469827
+ },
+ {
+ "train_step": 4270,
+ "loss": 0.4671313068513246,
+ "clean_loss": 0.4661847427193845,
+ "noisy_loss_mean": 0.4674468282286379
+ },
+ {
+ "train_step": 4271,
+ "loss": 0.7601758285894666,
+ "clean_loss": 0.7534385435957959,
+ "noisy_loss_mean": 0.7624215902540236
+ },
+ {
+ "train_step": 4272,
+ "loss": 0.5212126847089542,
+ "clean_loss": 0.5353688926270581,
+ "noisy_loss_mean": 0.5164939487362529
+ },
+ {
+ "train_step": 4273,
+ "loss": 0.7458977925999026,
+ "clean_loss": 0.736906901822637,
+ "noisy_loss_mean": 0.7488947561923246
+ },
+ {
+ "train_step": 4274,
+ "loss": 0.5398953510669506,
+ "clean_loss": 0.5410865418079782,
+ "noisy_loss_mean": 0.539498287486608
+ },
+ {
+ "train_step": 4275,
+ "loss": 0.6063757602292796,
+ "clean_loss": 0.621275218594057,
+ "noisy_loss_mean": 0.6014092741076872
+ },
+ {
+ "train_step": 4276,
+ "loss": 0.5598184983580097,
+ "clean_loss": 0.5609200640558714,
+ "noisy_loss_mean": 0.5594513097920557
+ },
+ {
+ "train_step": 4277,
+ "loss": 0.5593400277087935,
+ "clean_loss": 0.5609916649204094,
+ "noisy_loss_mean": 0.5587894819715882
+ },
+ {
+ "train_step": 4278,
+ "loss": 0.5552762222424799,
+ "clean_loss": 0.5642122222608507,
+ "noisy_loss_mean": 0.5522975555696896
+ },
+ {
+ "train_step": 4279,
+ "loss": 0.39060905126209855,
+ "clean_loss": 0.39320793895101985,
+ "noisy_loss_mean": 0.3897427553657915
+ },
+ {
+ "train_step": 4280,
+ "loss": 0.2748285299611515,
+ "clean_loss": 0.2859481122847827,
+ "noisy_loss_mean": 0.27112200251994106
+ },
+ {
+ "train_step": 4281,
+ "loss": 0.5155238127874253,
+ "clean_loss": 0.5215166013289769,
+ "noisy_loss_mean": 0.5135262166069081
+ },
+ {
+ "train_step": 4282,
+ "loss": 0.4183200797633986,
+ "clean_loss": 0.4185803363429272,
+ "noisy_loss_mean": 0.41823332757022236
+ },
+ {
+ "train_step": 4283,
+ "loss": 0.6194984497974225,
+ "clean_loss": 0.6222055933349601,
+ "noisy_loss_mean": 0.6185960686182433
+ },
+ {
+ "train_step": 4284,
+ "loss": 0.6030623995677993,
+ "clean_loss": 0.6106329729964021,
+ "noisy_loss_mean": 0.6005388750915982
+ },
+ {
+ "train_step": 4285,
+ "loss": 0.45913037785810107,
+ "clean_loss": 0.4608130151162868,
+ "noisy_loss_mean": 0.45856949877203923
+ },
+ {
+ "train_step": 4286,
+ "loss": 0.7058175453007542,
+ "clean_loss": 0.7012704788778916,
+ "noisy_loss_mean": 0.7073332341083752
+ },
+ {
+ "train_step": 4287,
+ "loss": 0.6621348522951898,
+ "clean_loss": 0.6553375203776531,
+ "noisy_loss_mean": 0.6644006296010354
+ },
+ {
+ "train_step": 4288,
+ "loss": 0.5361863834933007,
+ "clean_loss": 0.5307776740864263,
+ "noisy_loss_mean": 0.5379892866289254
+ },
+ {
+ "train_step": 4289,
+ "loss": 0.5147607432816297,
+ "clean_loss": 0.5094949778187067,
+ "noisy_loss_mean": 0.5165159984359374
+ },
+ {
+ "train_step": 4290,
+ "loss": 0.5770334665874675,
+ "clean_loss": 0.581051219559207,
+ "noisy_loss_mean": 0.5756942155968877
+ },
+ {
+ "train_step": 4291,
+ "loss": 0.8906128286295233,
+ "clean_loss": 0.8878162845921924,
+ "noisy_loss_mean": 0.8915450099753003
+ },
+ {
+ "train_step": 4292,
+ "loss": 0.6736699101214485,
+ "clean_loss": 0.673590599407236,
+ "noisy_loss_mean": 0.673696347026186
+ },
+ {
+ "train_step": 4293,
+ "loss": 0.4874887950910548,
+ "clean_loss": 0.49342876817689774,
+ "noisy_loss_mean": 0.48550880406244046
+ },
+ {
+ "train_step": 4294,
+ "loss": 0.4291503901339928,
+ "clean_loss": 0.439048087920593,
+ "noisy_loss_mean": 0.42585115753845937
+ },
+ {
+ "train_step": 4295,
+ "loss": 0.4799370204683884,
+ "clean_loss": 0.47614963810708427,
+ "noisy_loss_mean": 0.4811994812554898
+ },
+ {
+ "train_step": 4296,
+ "loss": 0.5061966910331801,
+ "clean_loss": 0.5086311397710184,
+ "noisy_loss_mean": 0.5053852081205673
+ },
+ {
+ "train_step": 4297,
+ "loss": 0.7616502600914938,
+ "clean_loss": 0.7585701830501024,
+ "noisy_loss_mean": 0.7626769524386243
+ },
+ {
+ "train_step": 4298,
+ "loss": 0.6592556338714034,
+ "clean_loss": 0.6635206637039788,
+ "noisy_loss_mean": 0.657833957260545
+ },
+ {
+ "train_step": 4299,
+ "loss": 0.6167416372963689,
+ "clean_loss": 0.6029559474442232,
+ "noisy_loss_mean": 0.6213368672470841
+ },
+ {
+ "train_step": 4300,
+ "loss": 0.6218233375363263,
+ "clean_loss": 0.623040291968832,
+ "noisy_loss_mean": 0.6214176860588244
+ },
+ {
+ "train_step": 4301,
+ "loss": 0.5686840445195465,
+ "clean_loss": 0.5720650509486186,
+ "noisy_loss_mean": 0.5675570423765225
+ },
+ {
+ "train_step": 4302,
+ "loss": 0.6889321344517505,
+ "clean_loss": 0.6903691015453076,
+ "noisy_loss_mean": 0.6884531454205648
+ },
+ {
+ "train_step": 4303,
+ "loss": 0.3663601853125883,
+ "clean_loss": 0.3642618647097248,
+ "noisy_loss_mean": 0.36705962551354276
+ },
+ {
+ "train_step": 4304,
+ "loss": 0.6928648696275344,
+ "clean_loss": 0.6916991588792721,
+ "noisy_loss_mean": 0.6932534398769551
+ },
+ {
+ "train_step": 4305,
+ "loss": 0.504876361563473,
+ "clean_loss": 0.490512239209655,
+ "noisy_loss_mean": 0.5096644023480791
+ },
+ {
+ "train_step": 4306,
+ "loss": 0.4501222408067248,
+ "clean_loss": 0.4499697963337363,
+ "noisy_loss_mean": 0.4501730556310543
+ },
+ {
+ "train_step": 4307,
+ "loss": 0.5808414571986865,
+ "clean_loss": 0.5871782329839247,
+ "noisy_loss_mean": 0.578729198603607
+ },
+ {
+ "train_step": 4308,
+ "loss": 0.4630449286547831,
+ "clean_loss": 0.46816618327582377,
+ "noisy_loss_mean": 0.4613378437811028
+ },
+ {
+ "train_step": 4309,
+ "loss": 0.5861085439630676,
+ "clean_loss": 0.5740514661109589,
+ "noisy_loss_mean": 0.5901275699137704
+ },
+ {
+ "train_step": 4310,
+ "loss": 0.43255904016258917,
+ "clean_loss": 0.4276430357038084,
+ "noisy_loss_mean": 0.434197708315516
+ },
+ {
+ "train_step": 4311,
+ "loss": 0.5953887890058931,
+ "clean_loss": 0.594861055252396,
+ "noisy_loss_mean": 0.5955647002570588
+ },
+ {
+ "train_step": 4312,
+ "loss": 0.5304024511699708,
+ "clean_loss": 0.5399745487442958,
+ "noisy_loss_mean": 0.527211751978529
+ },
+ {
+ "train_step": 4313,
+ "loss": 0.5466452042208317,
+ "clean_loss": 0.5535777471421383,
+ "noisy_loss_mean": 0.5443343565803963
+ },
+ {
+ "train_step": 4314,
+ "loss": 0.6315843936929344,
+ "clean_loss": 0.6296326715382304,
+ "noisy_loss_mean": 0.6322349677445024
+ },
+ {
+ "train_step": 4315,
+ "loss": 0.8589462173265211,
+ "clean_loss": 0.8631097746413655,
+ "noisy_loss_mean": 0.8575583648882397
+ },
+ {
+ "train_step": 4316,
+ "loss": 0.6853675812979122,
+ "clean_loss": 0.6839314037838539,
+ "noisy_loss_mean": 0.6858463071359316
+ },
+ {
+ "train_step": 4317,
+ "loss": 0.6082752301096328,
+ "clean_loss": 0.6121429224541121,
+ "noisy_loss_mean": 0.6069859993281397
+ },
+ {
+ "train_step": 4318,
+ "loss": 0.28152792714824026,
+ "clean_loss": 0.2783594929533403,
+ "noisy_loss_mean": 0.2825840718798736
+ },
+ {
+ "train_step": 4319,
+ "loss": 0.5126561797377209,
+ "clean_loss": 0.5018988302670012,
+ "noisy_loss_mean": 0.5162419628946275
+ },
+ {
+ "train_step": 4320,
+ "loss": 0.5839596230920167,
+ "clean_loss": 0.5839307390291582,
+ "noisy_loss_mean": 0.5839692511129696
+ },
+ {
+ "train_step": 4321,
+ "loss": 0.5623265203027115,
+ "clean_loss": 0.5672395934232012,
+ "noisy_loss_mean": 0.5606888292625481
+ },
+ {
+ "train_step": 4322,
+ "loss": 0.49567597536969854,
+ "clean_loss": 0.5031797038549961,
+ "noisy_loss_mean": 0.4931747325412661
+ },
+ {
+ "train_step": 4323,
+ "loss": 0.66347775082972,
+ "clean_loss": 0.6311740608601822,
+ "noisy_loss_mean": 0.6742456474862326
+ },
+ {
+ "train_step": 4324,
+ "loss": 0.5596188511645578,
+ "clean_loss": 0.5687735948541537,
+ "noisy_loss_mean": 0.5565672699346925
+ },
+ {
+ "train_step": 4325,
+ "loss": 0.5779578803959569,
+ "clean_loss": 0.5784629420265265,
+ "noisy_loss_mean": 0.5777895265191003
+ },
+ {
+ "train_step": 4326,
+ "loss": 0.43745454341501583,
+ "clean_loss": 0.438033984327401,
+ "noisy_loss_mean": 0.43726139644422074
+ },
+ {
+ "train_step": 4327,
+ "loss": 0.6069279565234265,
+ "clean_loss": 0.6026148228413628,
+ "noisy_loss_mean": 0.608365667750781
+ },
+ {
+ "train_step": 4328,
+ "loss": 0.6978378891118451,
+ "clean_loss": 0.694390515678442,
+ "noisy_loss_mean": 0.6989870135896461
+ },
+ {
+ "train_step": 4329,
+ "loss": 0.42825224501877984,
+ "clean_loss": 0.3980418978548303,
+ "noisy_loss_mean": 0.43832236074009634
+ },
+ {
+ "train_step": 4330,
+ "loss": 0.7280115772608081,
+ "clean_loss": 0.7283829714364431,
+ "noisy_loss_mean": 0.7278877792022631
+ },
+ {
+ "train_step": 4331,
+ "loss": 0.6641677611648648,
+ "clean_loss": 0.666932357122778,
+ "noisy_loss_mean": 0.6632462291788936
+ },
+ {
+ "train_step": 4332,
+ "loss": 0.5684845667359222,
+ "clean_loss": 0.575957065727115,
+ "noisy_loss_mean": 0.565993733738858
+ },
+ {
+ "train_step": 4333,
+ "loss": 0.7168343381551004,
+ "clean_loss": 0.7137093307326261,
+ "noisy_loss_mean": 0.7178760072959252
+ },
+ {
+ "train_step": 4334,
+ "loss": 0.48224637238336915,
+ "clean_loss": 0.4813337449063574,
+ "noisy_loss_mean": 0.482550581542373
+ },
+ {
+ "train_step": 4335,
+ "loss": 0.7153495910832777,
+ "clean_loss": 0.7036403106131629,
+ "noisy_loss_mean": 0.7192526845733159
+ },
+ {
+ "train_step": 4336,
+ "loss": 0.36874995309918124,
+ "clean_loss": 0.36693797073429546,
+ "noisy_loss_mean": 0.36935394722080983
+ },
+ {
+ "train_step": 4337,
+ "loss": 0.5783802476590737,
+ "clean_loss": 0.5826289054541834,
+ "noisy_loss_mean": 0.5769640283940372
+ },
+ {
+ "train_step": 4338,
+ "loss": 0.5849118629961076,
+ "clean_loss": 0.5833234788500072,
+ "noisy_loss_mean": 0.5854413243781411
+ },
+ {
+ "train_step": 4339,
+ "loss": 0.4875043717047739,
+ "clean_loss": 0.4758556912785112,
+ "noisy_loss_mean": 0.4913872651801949
+ },
+ {
+ "train_step": 4340,
+ "loss": 0.6535926795144477,
+ "clean_loss": 0.6377657015169277,
+ "noisy_loss_mean": 0.6588683388469543
+ },
+ {
+ "train_step": 4341,
+ "loss": 0.6241111796654643,
+ "clean_loss": 0.6305414092304432,
+ "noisy_loss_mean": 0.6219677698104713
+ },
+ {
+ "train_step": 4342,
+ "loss": 0.5391785494306072,
+ "clean_loss": 0.536771616570321,
+ "noisy_loss_mean": 0.5399808603840359
+ },
+ {
+ "train_step": 4343,
+ "loss": 0.6507030917845102,
+ "clean_loss": 0.647761590134271,
+ "noisy_loss_mean": 0.6516835923345901
+ },
+ {
+ "train_step": 4344,
+ "loss": 0.8340074798260917,
+ "clean_loss": 0.8295912026270789,
+ "noisy_loss_mean": 0.8354795722257627
+ },
+ {
+ "train_step": 4345,
+ "loss": 0.4183790155715762,
+ "clean_loss": 0.41929603795593584,
+ "noisy_loss_mean": 0.4180733414434563
+ },
+ {
+ "train_step": 4346,
+ "loss": 0.5362995191928712,
+ "clean_loss": 0.5449282933815974,
+ "noisy_loss_mean": 0.5334232611299624
+ },
+ {
+ "train_step": 4347,
+ "loss": 0.7062552476555674,
+ "clean_loss": 0.7047756486355521,
+ "noisy_loss_mean": 0.7067484473289057
+ },
+ {
+ "train_step": 4348,
+ "loss": 0.7324466130866082,
+ "clean_loss": 0.7330072051290819,
+ "noisy_loss_mean": 0.7322597490724503
+ },
+ {
+ "train_step": 4349,
+ "loss": 0.43035078416831885,
+ "clean_loss": 0.4363980803837122,
+ "noisy_loss_mean": 0.42833501876318775
+ },
+ {
+ "train_step": 4350,
+ "loss": 0.6179692497264603,
+ "clean_loss": 0.6243302175171346,
+ "noisy_loss_mean": 0.6158489271295688
+ },
+ {
+ "train_step": 4351,
+ "loss": 0.5108469799901588,
+ "clean_loss": 0.5190418180575254,
+ "noisy_loss_mean": 0.5081153673010366
+ },
+ {
+ "train_step": 4352,
+ "loss": 0.44540554324009873,
+ "clean_loss": 0.4343971803560874,
+ "noisy_loss_mean": 0.44907499753476926
+ },
+ {
+ "train_step": 4353,
+ "loss": 0.6228727427927635,
+ "clean_loss": 0.6268971735654699,
+ "noisy_loss_mean": 0.621531265868528
+ },
+ {
+ "train_step": 4354,
+ "loss": 0.5092730683001602,
+ "clean_loss": 0.4930084127586581,
+ "noisy_loss_mean": 0.5146946201473276
+ },
+ {
+ "train_step": 4355,
+ "loss": 0.582582488175206,
+ "clean_loss": 0.5674347201941519,
+ "noisy_loss_mean": 0.5876317441688909
+ },
+ {
+ "train_step": 4356,
+ "loss": 0.3315367715113213,
+ "clean_loss": 0.33795789624727063,
+ "noisy_loss_mean": 0.3293963965993382
+ },
+ {
+ "train_step": 4357,
+ "loss": 0.6484679834417607,
+ "clean_loss": 0.6567235681873338,
+ "noisy_loss_mean": 0.6457161218599029
+ },
+ {
+ "train_step": 4358,
+ "loss": 0.5968567088916563,
+ "clean_loss": 0.6023286647725613,
+ "noisy_loss_mean": 0.5950327235980212
+ },
+ {
+ "train_step": 4359,
+ "loss": 0.4381678080046883,
+ "clean_loss": 0.4409270697250432,
+ "noisy_loss_mean": 0.4372480540979033
+ },
+ {
+ "train_step": 4360,
+ "loss": 0.35481172626607027,
+ "clean_loss": 0.3609892885932492,
+ "noisy_loss_mean": 0.35275253882367724
+ },
+ {
+ "train_step": 4361,
+ "loss": 0.43622656944450716,
+ "clean_loss": 0.4375707779437315,
+ "noisy_loss_mean": 0.43577849994476575
+ },
+ {
+ "train_step": 4362,
+ "loss": 0.5447356445427767,
+ "clean_loss": 0.5500425784596877,
+ "noisy_loss_mean": 0.542966666570473
+ },
+ {
+ "train_step": 4363,
+ "loss": 0.656419685996972,
+ "clean_loss": 0.6446131267863036,
+ "noisy_loss_mean": 0.6603552057338614
+ },
+ {
+ "train_step": 4364,
+ "loss": 0.6359879297214452,
+ "clean_loss": 0.6335696469142456,
+ "noisy_loss_mean": 0.6367940239905118
+ },
+ {
+ "train_step": 4365,
+ "loss": 0.571337047208571,
+ "clean_loss": 0.5640348793802771,
+ "noisy_loss_mean": 0.5737711031513357
+ },
+ {
+ "train_step": 4366,
+ "loss": 0.5765167439249768,
+ "clean_loss": 0.567882373254739,
+ "noisy_loss_mean": 0.5793948674817228
+ },
+ {
+ "train_step": 4367,
+ "loss": 0.5243724729470637,
+ "clean_loss": 0.518867923529289,
+ "noisy_loss_mean": 0.5262073227529885
+ },
+ {
+ "train_step": 4368,
+ "loss": 0.6501506355772293,
+ "clean_loss": 0.6388152401049386,
+ "noisy_loss_mean": 0.6539291007346595
+ },
+ {
+ "train_step": 4369,
+ "loss": 0.5462186225290936,
+ "clean_loss": 0.5380248258434925,
+ "noisy_loss_mean": 0.5489498880909607
+ },
+ {
+ "train_step": 4370,
+ "loss": 0.6652485430559945,
+ "clean_loss": 0.6563255612103245,
+ "noisy_loss_mean": 0.6682228703378844
+ },
+ {
+ "train_step": 4371,
+ "loss": 0.6793644084990846,
+ "clean_loss": 0.6709666201641966,
+ "noisy_loss_mean": 0.6821636712773808
+ },
+ {
+ "train_step": 4372,
+ "loss": 0.4879111170119459,
+ "clean_loss": 0.49265590297961753,
+ "noisy_loss_mean": 0.48632952168938864
+ },
+ {
+ "train_step": 4373,
+ "loss": 0.37985778101801304,
+ "clean_loss": 0.3737181734650662,
+ "noisy_loss_mean": 0.3819043168689953
+ },
+ {
+ "train_step": 4374,
+ "loss": 0.7538264391688965,
+ "clean_loss": 0.7609217213054218,
+ "noisy_loss_mean": 0.751461345123388
+ },
+ {
+ "train_step": 4375,
+ "loss": 0.5058985175160632,
+ "clean_loss": 0.5088540370870077,
+ "noisy_loss_mean": 0.5049133443257482
+ },
+ {
+ "train_step": 4376,
+ "loss": 0.5040608451598134,
+ "clean_loss": 0.5021007178153958,
+ "noisy_loss_mean": 0.5047142209412859
+ },
+ {
+ "train_step": 4377,
+ "loss": 0.3657684221297374,
+ "clean_loss": 0.3620280057806302,
+ "noisy_loss_mean": 0.36701522757943983
+ },
+ {
+ "train_step": 4378,
+ "loss": 0.7495486038323851,
+ "clean_loss": 0.7327385276887193,
+ "noisy_loss_mean": 0.7551519625469404
+ },
+ {
+ "train_step": 4379,
+ "loss": 0.6069068756213424,
+ "clean_loss": 0.591833500485216,
+ "noisy_loss_mean": 0.6119313340000512
+ },
+ {
+ "train_step": 4380,
+ "loss": 0.653136549173039,
+ "clean_loss": 0.656190295934101,
+ "noisy_loss_mean": 0.6521186335860182
+ },
+ {
+ "train_step": 4381,
+ "loss": 0.599388462518059,
+ "clean_loss": 0.6016106293843428,
+ "noisy_loss_mean": 0.5986477402292977
+ },
+ {
+ "train_step": 4382,
+ "loss": 0.647848448297251,
+ "clean_loss": 0.6586463687080202,
+ "noisy_loss_mean": 0.6442491414936612
+ },
+ {
+ "train_step": 4383,
+ "loss": 0.6852014744636233,
+ "clean_loss": 0.6823809497692221,
+ "noisy_loss_mean": 0.686141649361757
+ },
+ {
+ "train_step": 4384,
+ "loss": 0.39819138248615876,
+ "clean_loss": 0.39645722614190226,
+ "noisy_loss_mean": 0.3987694346009109
+ },
+ {
+ "train_step": 4385,
+ "loss": 0.5267839965621901,
+ "clean_loss": 0.5247378923236746,
+ "noisy_loss_mean": 0.527466031308362
+ },
+ {
+ "train_step": 4386,
+ "loss": 0.5292925900466878,
+ "clean_loss": 0.5326198126257162,
+ "noisy_loss_mean": 0.5281835158536782
+ },
+ {
+ "train_step": 4387,
+ "loss": 0.5015890490326714,
+ "clean_loss": 0.5042702007287084,
+ "noisy_loss_mean": 0.5006953318006591
+ },
+ {
+ "train_step": 4388,
+ "loss": 0.5924447408612351,
+ "clean_loss": 0.5885981015483609,
+ "noisy_loss_mean": 0.5937269539655264
+ },
+ {
+ "train_step": 4389,
+ "loss": 0.4773546258113082,
+ "clean_loss": 0.470920177938496,
+ "noisy_loss_mean": 0.4794994417689123
+ },
+ {
+ "train_step": 4390,
+ "loss": 0.6974154514484527,
+ "clean_loss": 0.6987989258305747,
+ "noisy_loss_mean": 0.6969542933210787
+ },
+ {
+ "train_step": 4391,
+ "loss": 0.8844671464166529,
+ "clean_loss": 0.9103675955401183,
+ "noisy_loss_mean": 0.8758336633754978
+ },
+ {
+ "train_step": 4392,
+ "loss": 0.5434954477372893,
+ "clean_loss": 0.5326197962332357,
+ "noisy_loss_mean": 0.5471206649053072
+ },
+ {
+ "train_step": 4393,
+ "loss": 0.5525518917901789,
+ "clean_loss": 0.5468200994296893,
+ "noisy_loss_mean": 0.5544624892436755
+ },
+ {
+ "train_step": 4394,
+ "loss": 0.7186238642602523,
+ "clean_loss": 0.7110386512003586,
+ "noisy_loss_mean": 0.7211522686135502
+ },
+ {
+ "train_step": 4395,
+ "loss": 0.5085497326358083,
+ "clean_loss": 0.5145234700099757,
+ "noisy_loss_mean": 0.5065584868444192
+ },
+ {
+ "train_step": 4396,
+ "loss": 0.5179880026275099,
+ "clean_loss": 0.5136570949739204,
+ "noisy_loss_mean": 0.5194316385120398
+ },
+ {
+ "train_step": 4397,
+ "loss": 0.4897537011010091,
+ "clean_loss": 0.49747678171083626,
+ "noisy_loss_mean": 0.48717934089773335
+ },
+ {
+ "train_step": 4398,
+ "loss": 0.5524361969710607,
+ "clean_loss": 0.5593438188025227,
+ "noisy_loss_mean": 0.5501336563605732
+ },
+ {
+ "train_step": 4399,
+ "loss": 0.4952399059590049,
+ "clean_loss": 0.49470848789384214,
+ "noisy_loss_mean": 0.4954170453140592
+ },
+ {
+ "train_step": 4400,
+ "loss": 0.331433815699985,
+ "clean_loss": 0.3299870117072194,
+ "noisy_loss_mean": 0.33191608369757347
+ },
+ {
+ "train_step": 4401,
+ "loss": 0.5354303361314992,
+ "clean_loss": 0.5386515989257357,
+ "noisy_loss_mean": 0.5343565818667536
+ },
+ {
+ "train_step": 4402,
+ "loss": 0.7498420462235484,
+ "clean_loss": 0.7505425160926584,
+ "noisy_loss_mean": 0.7496085562671784
+ },
+ {
+ "train_step": 4403,
+ "loss": 0.6402835112669242,
+ "clean_loss": 0.6359135730359102,
+ "noisy_loss_mean": 0.6417401573439286
+ },
+ {
+ "train_step": 4404,
+ "loss": 0.4784946226529469,
+ "clean_loss": 0.4676224961413749,
+ "noisy_loss_mean": 0.48211866482347093
+ },
+ {
+ "train_step": 4405,
+ "loss": 0.33840720912794786,
+ "clean_loss": 0.332053452197684,
+ "noisy_loss_mean": 0.34052512810470253
+ },
+ {
+ "train_step": 4406,
+ "loss": 0.6585563727896384,
+ "clean_loss": 0.6511697325824984,
+ "noisy_loss_mean": 0.6610185861920184
+ },
+ {
+ "train_step": 4407,
+ "loss": 0.5381986000870587,
+ "clean_loss": 0.5346601103075767,
+ "noisy_loss_mean": 0.5393780966802194
+ },
+ {
+ "train_step": 4408,
+ "loss": 0.5207125954962727,
+ "clean_loss": 0.5116543169259008,
+ "noisy_loss_mean": 0.5237320216863967
+ },
+ {
+ "train_step": 4409,
+ "loss": 0.7020417973580559,
+ "clean_loss": 0.7007764420013048,
+ "noisy_loss_mean": 0.7024635824769728
+ },
+ {
+ "train_step": 4410,
+ "loss": 0.6619771167467083,
+ "clean_loss": 0.6500538939259328,
+ "noisy_loss_mean": 0.6659515243536335
+ },
+ {
+ "train_step": 4411,
+ "loss": 0.46096444546031123,
+ "clean_loss": 0.4601205710532581,
+ "noisy_loss_mean": 0.461245736929329
+ },
+ {
+ "train_step": 4412,
+ "loss": 0.6029442780186676,
+ "clean_loss": 0.6111409748388306,
+ "noisy_loss_mean": 0.6002120457452799
+ },
+ {
+ "train_step": 4413,
+ "loss": 0.35877944977680953,
+ "clean_loss": 0.3534153979385411,
+ "noisy_loss_mean": 0.3605674670562324
+ },
+ {
+ "train_step": 4414,
+ "loss": 0.504188424053945,
+ "clean_loss": 0.4901427639639102,
+ "noisy_loss_mean": 0.5088703107506234
+ },
+ {
+ "train_step": 4415,
+ "loss": 0.624288679717718,
+ "clean_loss": 0.6229229462100336,
+ "noisy_loss_mean": 0.6247439242202794
+ },
+ {
+ "train_step": 4416,
+ "loss": 0.4572539171286592,
+ "clean_loss": 0.4419358966841344,
+ "noisy_loss_mean": 0.4623599239435008
+ },
+ {
+ "train_step": 4417,
+ "loss": 0.45557146621200606,
+ "clean_loss": 0.46189984463254763,
+ "noisy_loss_mean": 0.4534620067384922
+ },
+ {
+ "train_step": 4418,
+ "loss": 0.8274439052699682,
+ "clean_loss": 0.8421871778155678,
+ "noisy_loss_mean": 0.8225294810881016
+ },
+ {
+ "train_step": 4419,
+ "loss": 0.466863973576232,
+ "clean_loss": 0.4571458368972265,
+ "noisy_loss_mean": 0.4701033524692338
+ },
+ {
+ "train_step": 4420,
+ "loss": 0.6973815443653878,
+ "clean_loss": 0.7008508372334588,
+ "noisy_loss_mean": 0.6962251134093641
+ },
+ {
+ "train_step": 4421,
+ "loss": 0.5680762100175631,
+ "clean_loss": 0.5856918759491692,
+ "noisy_loss_mean": 0.5622043213736944
+ },
+ {
+ "train_step": 4422,
+ "loss": 0.42930404289553636,
+ "clean_loss": 0.428101734199735,
+ "noisy_loss_mean": 0.42970481246080344
+ },
+ {
+ "train_step": 4423,
+ "loss": 0.5129016279909662,
+ "clean_loss": 0.50623657367366,
+ "noisy_loss_mean": 0.5151233127634015
+ },
+ {
+ "train_step": 4424,
+ "loss": 0.5219648147780791,
+ "clean_loss": 0.5264317517391062,
+ "noisy_loss_mean": 0.52047583579107
+ },
+ {
+ "train_step": 4425,
+ "loss": 0.41093860549469063,
+ "clean_loss": 0.4185977174455251,
+ "noisy_loss_mean": 0.40838556817774574
+ },
+ {
+ "train_step": 4426,
+ "loss": 0.551914048434946,
+ "clean_loss": 0.536635612539899,
+ "noisy_loss_mean": 0.5570068603999617
+ },
+ {
+ "train_step": 4427,
+ "loss": 0.58129211193931,
+ "clean_loss": 0.5943902176304635,
+ "noisy_loss_mean": 0.5769260767089254
+ },
+ {
+ "train_step": 4428,
+ "loss": 0.6048493241843182,
+ "clean_loss": 0.5883212952911888,
+ "noisy_loss_mean": 0.6103586671486946
+ },
+ {
+ "train_step": 4429,
+ "loss": 0.6886457499502732,
+ "clean_loss": 0.7051825726373788,
+ "noisy_loss_mean": 0.6831334757212378
+ },
+ {
+ "train_step": 4430,
+ "loss": 0.6107903679113944,
+ "clean_loss": 0.6137979236947784,
+ "noisy_loss_mean": 0.6097878493169331
+ },
+ {
+ "train_step": 4431,
+ "loss": 0.3898682118219287,
+ "clean_loss": 0.38265944359673487,
+ "noisy_loss_mean": 0.39227113456366
+ },
+ {
+ "train_step": 4432,
+ "loss": 0.6442874063995342,
+ "clean_loss": 0.6639555849919271,
+ "noisy_loss_mean": 0.6377313468687366
+ },
+ {
+ "train_step": 4433,
+ "loss": 0.46165854614595037,
+ "clean_loss": 0.45925724405058155,
+ "noisy_loss_mean": 0.46245898017773995
+ },
+ {
+ "train_step": 4434,
+ "loss": 0.6249947292196953,
+ "clean_loss": 0.6390677259930635,
+ "noisy_loss_mean": 0.6203037302952393
+ },
+ {
+ "train_step": 4435,
+ "loss": 0.7321127119732374,
+ "clean_loss": 0.725931781439451,
+ "noisy_loss_mean": 0.7341730221511661
+ },
+ {
+ "train_step": 4436,
+ "loss": 0.47058291750421893,
+ "clean_loss": 0.4671864940705433,
+ "noisy_loss_mean": 0.4717150586487775
+ },
+ {
+ "train_step": 4437,
+ "loss": 0.7936943610926478,
+ "clean_loss": 0.783288440881095,
+ "noisy_loss_mean": 0.7971630011631654
+ },
+ {
+ "train_step": 4438,
+ "loss": 0.5175478109076643,
+ "clean_loss": 0.5225313262507469,
+ "noisy_loss_mean": 0.5158866391266367
+ },
+ {
+ "train_step": 4439,
+ "loss": 0.3851905039423631,
+ "clean_loss": 0.3845438778431162,
+ "noisy_loss_mean": 0.3854060459754454
+ },
+ {
+ "train_step": 4440,
+ "loss": 0.6018394520848994,
+ "clean_loss": 0.6004553813717891,
+ "noisy_loss_mean": 0.6023008089892696
+ },
+ {
+ "train_step": 4441,
+ "loss": 0.4943842555375875,
+ "clean_loss": 0.48651545801479884,
+ "noisy_loss_mean": 0.4970071880451838
+ },
+ {
+ "train_step": 4442,
+ "loss": 0.5675249483191755,
+ "clean_loss": 0.5672077214435324,
+ "noisy_loss_mean": 0.5676306906110568
+ },
+ {
+ "train_step": 4443,
+ "loss": 0.6616221550409173,
+ "clean_loss": 0.6717373296138726,
+ "noisy_loss_mean": 0.6582504301832656
+ },
+ {
+ "train_step": 4444,
+ "loss": 0.6666837065452401,
+ "clean_loss": 0.6584292734550985,
+ "noisy_loss_mean": 0.6694351842419538
+ },
+ {
+ "train_step": 4445,
+ "loss": 0.442194105380279,
+ "clean_loss": 0.42801364979700357,
+ "noisy_loss_mean": 0.44692092390803745
+ },
+ {
+ "train_step": 4446,
+ "loss": 0.5204048745856733,
+ "clean_loss": 0.5316834504678039,
+ "noisy_loss_mean": 0.5166453492916298
+ },
+ {
+ "train_step": 4447,
+ "loss": 0.6416435798813342,
+ "clean_loss": 0.6421947462534006,
+ "noisy_loss_mean": 0.6414598577573121
+ },
+ {
+ "train_step": 4448,
+ "loss": 0.6492182837376826,
+ "clean_loss": 0.6501349075451291,
+ "noisy_loss_mean": 0.6489127424685338
+ },
+ {
+ "train_step": 4449,
+ "loss": 0.6706004214093699,
+ "clean_loss": 0.6609349541958928,
+ "noisy_loss_mean": 0.6738222438138622
+ },
+ {
+ "train_step": 4450,
+ "loss": 0.5553834852447583,
+ "clean_loss": 0.5654198422976765,
+ "noisy_loss_mean": 0.5520380328937856
+ },
+ {
+ "train_step": 4451,
+ "loss": 0.4802078145786838,
+ "clean_loss": 0.4743534972986699,
+ "noisy_loss_mean": 0.4821592536720218
+ },
+ {
+ "train_step": 4452,
+ "loss": 0.6324910923629844,
+ "clean_loss": 0.6470005063589286,
+ "noisy_loss_mean": 0.6276546210310031
+ },
+ {
+ "train_step": 4453,
+ "loss": 0.5829297615127924,
+ "clean_loss": 0.5752594189113858,
+ "noisy_loss_mean": 0.585486542379928
+ },
+ {
+ "train_step": 4454,
+ "loss": 0.5304224078103685,
+ "clean_loss": 0.5396470743932222,
+ "noisy_loss_mean": 0.5273475189494173
+ },
+ {
+ "train_step": 4455,
+ "loss": 0.7385771972802938,
+ "clean_loss": 0.7260427788971335,
+ "noisy_loss_mean": 0.7427553367413472
+ },
+ {
+ "train_step": 4456,
+ "loss": 0.7563496145728141,
+ "clean_loss": 0.7499920609442257,
+ "noisy_loss_mean": 0.758468799115677
+ },
+ {
+ "train_step": 4457,
+ "loss": 0.5358790859705648,
+ "clean_loss": 0.5441588930982915,
+ "noisy_loss_mean": 0.5331191502613226
+ },
+ {
+ "train_step": 4458,
+ "loss": 0.5272584438983572,
+ "clean_loss": 0.5289292804920455,
+ "noisy_loss_mean": 0.5267014983671279
+ },
+ {
+ "train_step": 4459,
+ "loss": 0.5784652809646118,
+ "clean_loss": 0.5804228659564653,
+ "noisy_loss_mean": 0.5778127526339939
+ },
+ {
+ "train_step": 4460,
+ "loss": 0.6260579261618917,
+ "clean_loss": 0.6255472913081778,
+ "noisy_loss_mean": 0.6262281377797964
+ },
+ {
+ "train_step": 4461,
+ "loss": 0.4871636084947387,
+ "clean_loss": 0.4907837801906042,
+ "noisy_loss_mean": 0.48595688459611686
+ },
+ {
+ "train_step": 4462,
+ "loss": 0.5491278445450876,
+ "clean_loss": 0.540813609480663,
+ "noisy_loss_mean": 0.551899256233229
+ },
+ {
+ "train_step": 4463,
+ "loss": 0.4984419222281846,
+ "clean_loss": 0.4644216816343321,
+ "noisy_loss_mean": 0.5097820024261355
+ },
+ {
+ "train_step": 4464,
+ "loss": 0.49806678100456847,
+ "clean_loss": 0.4993213581649615,
+ "noisy_loss_mean": 0.4976485886177708
+ },
+ {
+ "train_step": 4465,
+ "loss": 0.7009048859605032,
+ "clean_loss": 0.7022135918327707,
+ "noisy_loss_mean": 0.7004686506697474
+ },
+ {
+ "train_step": 4466,
+ "loss": 0.5016927429626286,
+ "clean_loss": 0.4967452968976866,
+ "noisy_loss_mean": 0.5033418916509427
+ },
+ {
+ "train_step": 4467,
+ "loss": 0.6753514034547468,
+ "clean_loss": 0.6761285144803891,
+ "noisy_loss_mean": 0.6750923664461993
+ },
+ {
+ "train_step": 4468,
+ "loss": 0.5187195798357068,
+ "clean_loss": 0.5295010694306473,
+ "noisy_loss_mean": 0.5151257499707266
+ },
+ {
+ "train_step": 4469,
+ "loss": 0.6724696923182962,
+ "clean_loss": 0.6721817815698272,
+ "noisy_loss_mean": 0.6725656625677859
+ },
+ {
+ "train_step": 4470,
+ "loss": 0.6476568520748271,
+ "clean_loss": 0.6421585356583335,
+ "noisy_loss_mean": 0.6494896242136582
+ },
+ {
+ "train_step": 4471,
+ "loss": 0.7088769324517324,
+ "clean_loss": 0.7122154541662362,
+ "noisy_loss_mean": 0.7077640918802311
+ },
+ {
+ "train_step": 4472,
+ "loss": 0.698030828599539,
+ "clean_loss": 0.7083637223091965,
+ "noisy_loss_mean": 0.6945865306963199
+ },
+ {
+ "train_step": 4473,
+ "loss": 0.3140957499799947,
+ "clean_loss": 0.30681551021253284,
+ "noisy_loss_mean": 0.31652249656914855
+ },
+ {
+ "train_step": 4474,
+ "loss": 0.6722575466758112,
+ "clean_loss": 0.6785521452453716,
+ "noisy_loss_mean": 0.6701593471526245
+ },
+ {
+ "train_step": 4475,
+ "loss": 0.7435815352354513,
+ "clean_loss": 0.7339747978410178,
+ "noisy_loss_mean": 0.7467837810335958
+ },
+ {
+ "train_step": 4476,
+ "loss": 0.6736167313532082,
+ "clean_loss": 0.667329124188852,
+ "noisy_loss_mean": 0.6757126004079934
+ },
+ {
+ "train_step": 4477,
+ "loss": 0.49035854637021936,
+ "clean_loss": 0.4835943300541885,
+ "noisy_loss_mean": 0.49261328514222963
+ },
+ {
+ "train_step": 4478,
+ "loss": 0.6140758494607652,
+ "clean_loss": 0.6194915716925247,
+ "noisy_loss_mean": 0.6122706087168454
+ },
+ {
+ "train_step": 4479,
+ "loss": 0.6189144040265648,
+ "clean_loss": 0.611303649330107,
+ "noisy_loss_mean": 0.6214513222587174
+ },
+ {
+ "train_step": 4480,
+ "loss": 0.47462326321804554,
+ "clean_loss": 0.4702492696869876,
+ "noisy_loss_mean": 0.47608126106173154
+ },
+ {
+ "train_step": 4481,
+ "loss": 0.5541527848191383,
+ "clean_loss": 0.5560742285515923,
+ "noisy_loss_mean": 0.553512303574987
+ },
+ {
+ "train_step": 4482,
+ "loss": 0.7442276176588779,
+ "clean_loss": 0.730691898270336,
+ "noisy_loss_mean": 0.7487395241217252
+ },
+ {
+ "train_step": 4483,
+ "loss": 0.6084392420396596,
+ "clean_loss": 0.5947736743150835,
+ "noisy_loss_mean": 0.612994431281185
+ },
+ {
+ "train_step": 4484,
+ "loss": 0.5542260270317831,
+ "clean_loss": 0.5613883911157836,
+ "noisy_loss_mean": 0.5518385723371164
+ },
+ {
+ "train_step": 4485,
+ "loss": 0.477409334879392,
+ "clean_loss": 0.48073053496359147,
+ "noisy_loss_mean": 0.47630226818465893
+ },
+ {
+ "train_step": 4486,
+ "loss": 0.6621664591690338,
+ "clean_loss": 0.6583196839219693,
+ "noisy_loss_mean": 0.663448717584722
+ },
+ {
+ "train_step": 4487,
+ "loss": 0.6468586428071168,
+ "clean_loss": 0.6473016452898493,
+ "noisy_loss_mean": 0.6467109753128727
+ },
+ {
+ "train_step": 4488,
+ "loss": 0.49937800119599496,
+ "clean_loss": 0.49640538374225607,
+ "noisy_loss_mean": 0.5003688736805746
+ },
+ {
+ "train_step": 4489,
+ "loss": 0.5630913732062535,
+ "clean_loss": 0.5651195587327492,
+ "noisy_loss_mean": 0.5624153113640882
+ },
+ {
+ "train_step": 4490,
+ "loss": 0.4659788987325381,
+ "clean_loss": 0.4657752831980409,
+ "noisy_loss_mean": 0.46604677057737054
+ },
+ {
+ "train_step": 4491,
+ "loss": 0.6955684276813668,
+ "clean_loss": 0.6994533669962492,
+ "noisy_loss_mean": 0.6942734479097394
+ },
+ {
+ "train_step": 4492,
+ "loss": 0.760380227472948,
+ "clean_loss": 0.761195958759687,
+ "noisy_loss_mean": 0.7601083170440349
+ },
+ {
+ "train_step": 4493,
+ "loss": 0.5153799915020976,
+ "clean_loss": 0.5086411744160413,
+ "noisy_loss_mean": 0.5176262638641164
+ },
+ {
+ "train_step": 4494,
+ "loss": 0.8121368178132589,
+ "clean_loss": 0.8211054408722746,
+ "noisy_loss_mean": 0.809147276793587
+ },
+ {
+ "train_step": 4495,
+ "loss": 0.8086841516838013,
+ "clean_loss": 0.8210635220722573,
+ "noisy_loss_mean": 0.8045576948876493
+ },
+ {
+ "train_step": 4496,
+ "loss": 0.5945471632633519,
+ "clean_loss": 0.5722844012474413,
+ "noisy_loss_mean": 0.6019680839353222
+ },
+ {
+ "train_step": 4497,
+ "loss": 0.36793874051529185,
+ "clean_loss": 0.37552737844028644,
+ "noisy_loss_mean": 0.3654091945402936
+ },
+ {
+ "train_step": 4498,
+ "loss": 0.5775578131302995,
+ "clean_loss": 0.5710117610718894,
+ "noisy_loss_mean": 0.5797398304831028
+ },
+ {
+ "train_step": 4499,
+ "loss": 0.7971278307518337,
+ "clean_loss": 0.8063828897559251,
+ "noisy_loss_mean": 0.7940428110838034
+ },
+ {
+ "train_step": 4500,
+ "loss": 0.5752489365569771,
+ "clean_loss": 0.5628595562664005,
+ "noisy_loss_mean": 0.5793787299871692
+ },
+ {
+ "train_step": 4501,
+ "loss": 0.43266577661033345,
+ "clean_loss": 0.4350872238958641,
+ "noisy_loss_mean": 0.4318586275151566
+ },
+ {
+ "train_step": 4502,
+ "loss": 0.5045672647212173,
+ "clean_loss": 0.4986622638893611,
+ "noisy_loss_mean": 0.506535598331836
+ },
+ {
+ "train_step": 4503,
+ "loss": 0.6560402613515628,
+ "clean_loss": 0.642801837842073,
+ "noisy_loss_mean": 0.6604530691880593
+ },
+ {
+ "train_step": 4504,
+ "loss": 0.6209316212423679,
+ "clean_loss": 0.6151501789079472,
+ "noisy_loss_mean": 0.6228587686871747
+ },
+ {
+ "train_step": 4505,
+ "loss": 0.6702813993294303,
+ "clean_loss": 0.6752093135935056,
+ "noisy_loss_mean": 0.6686387612414052
+ },
+ {
+ "train_step": 4506,
+ "loss": 0.5244905047935788,
+ "clean_loss": 0.520502849138544,
+ "noisy_loss_mean": 0.525819723345257
+ },
+ {
+ "train_step": 4507,
+ "loss": 0.5782326609110495,
+ "clean_loss": 0.5717190421461894,
+ "noisy_loss_mean": 0.5804038671660029
+ },
+ {
+ "train_step": 4508,
+ "loss": 0.6060489760383873,
+ "clean_loss": 0.5779756745517817,
+ "noisy_loss_mean": 0.6154067432005891
+ },
+ {
+ "train_step": 4509,
+ "loss": 0.5060245383877415,
+ "clean_loss": 0.5054969811055952,
+ "noisy_loss_mean": 0.5062003908151236
+ },
+ {
+ "train_step": 4510,
+ "loss": 0.7478751705518907,
+ "clean_loss": 0.7495465769519968,
+ "noisy_loss_mean": 0.7473180350851886
+ },
+ {
+ "train_step": 4511,
+ "loss": 0.5298802208871388,
+ "clean_loss": 0.5110007434092992,
+ "noisy_loss_mean": 0.5361733800464188
+ },
+ {
+ "train_step": 4512,
+ "loss": 0.7547487599393772,
+ "clean_loss": 0.7560554093158788,
+ "noisy_loss_mean": 0.75431321014721
+ },
+ {
+ "train_step": 4513,
+ "loss": 0.5375220738717474,
+ "clean_loss": 0.5277100749887392,
+ "noisy_loss_mean": 0.5407927401660835
+ },
+ {
+ "train_step": 4514,
+ "loss": 0.43181986520584836,
+ "clean_loss": 0.4279878281436826,
+ "noisy_loss_mean": 0.43309721089323694
+ },
+ {
+ "train_step": 4515,
+ "loss": 0.6675629362206192,
+ "clean_loss": 0.676076258705505,
+ "noisy_loss_mean": 0.6647251620589908
+ },
+ {
+ "train_step": 4516,
+ "loss": 0.5324247439063481,
+ "clean_loss": 0.5335274527452853,
+ "noisy_loss_mean": 0.532057174293369
+ },
+ {
+ "train_step": 4517,
+ "loss": 0.5702464860599211,
+ "clean_loss": 0.5785333112624101,
+ "noisy_loss_mean": 0.5674842109924247
+ },
+ {
+ "train_step": 4518,
+ "loss": 0.42861876514007624,
+ "clean_loss": 0.4419272676040493,
+ "noisy_loss_mean": 0.42418259765208516
+ },
+ {
+ "train_step": 4519,
+ "loss": 0.5370646170250943,
+ "clean_loss": 0.5439195223343686,
+ "noisy_loss_mean": 0.5347796485886697
+ },
+ {
+ "train_step": 4520,
+ "loss": 0.582356076466449,
+ "clean_loss": 0.5851606484858299,
+ "noisy_loss_mean": 0.5814212191266553
+ },
+ {
+ "train_step": 4521,
+ "loss": 0.5867685281404773,
+ "clean_loss": 0.5849774644591831,
+ "noisy_loss_mean": 0.5873655493675755
+ },
+ {
+ "train_step": 4522,
+ "loss": 0.48931240993975056,
+ "clean_loss": 0.4782397063038115,
+ "noisy_loss_mean": 0.4930033111517302
+ },
+ {
+ "train_step": 4523,
+ "loss": 0.6357820548233359,
+ "clean_loss": 0.6422905662965874,
+ "noisy_loss_mean": 0.6336125509989187
+ },
+ {
+ "train_step": 4524,
+ "loss": 0.5598158811976852,
+ "clean_loss": 0.5603587450135009,
+ "noisy_loss_mean": 0.5596349265924134
+ },
+ {
+ "train_step": 4525,
+ "loss": 0.5356756353780243,
+ "clean_loss": 0.5378615747050298,
+ "noisy_loss_mean": 0.5349469889356891
+ },
+ {
+ "train_step": 4526,
+ "loss": 0.5521727437808843,
+ "clean_loss": 0.5674307353596084,
+ "noisy_loss_mean": 0.5470867465879762
+ },
+ {
+ "train_step": 4527,
+ "loss": 0.6624444913070072,
+ "clean_loss": 0.6744690395727531,
+ "noisy_loss_mean": 0.6584363085517585
+ },
+ {
+ "train_step": 4528,
+ "loss": 0.6405468487270207,
+ "clean_loss": 0.6218370481713605,
+ "noisy_loss_mean": 0.6467834489122408
+ },
+ {
+ "train_step": 4529,
+ "loss": 0.48926365432098956,
+ "clean_loss": 0.49119387231549483,
+ "noisy_loss_mean": 0.4886202483228212
+ },
+ {
+ "train_step": 4530,
+ "loss": 0.46086276662090425,
+ "clean_loss": 0.4535966286274883,
+ "noisy_loss_mean": 0.46328481261870963
+ },
+ {
+ "train_step": 4531,
+ "loss": 0.6609591086076222,
+ "clean_loss": 0.6643682137549588,
+ "noisy_loss_mean": 0.6598227402251767
+ },
+ {
+ "train_step": 4532,
+ "loss": 0.4501047880215836,
+ "clean_loss": 0.44625740275283204,
+ "noisy_loss_mean": 0.4513872497778341
+ },
+ {
+ "train_step": 4533,
+ "loss": 0.6277696034651716,
+ "clean_loss": 0.6396954993668047,
+ "noisy_loss_mean": 0.623794304831294
+ },
+ {
+ "train_step": 4534,
+ "loss": 0.536452690942328,
+ "clean_loss": 0.5389554861777925,
+ "noisy_loss_mean": 0.5356184258638398
+ },
+ {
+ "train_step": 4535,
+ "loss": 0.44810799663781486,
+ "clean_loss": 0.45722135868521036,
+ "noisy_loss_mean": 0.44507020928868296
+ },
+ {
+ "train_step": 4536,
+ "loss": 0.8345323577021463,
+ "clean_loss": 0.8341578874884399,
+ "noisy_loss_mean": 0.834657181106715
+ },
+ {
+ "train_step": 4537,
+ "loss": 0.38955793984038667,
+ "clean_loss": 0.39514411411698813,
+ "noisy_loss_mean": 0.3876958817481862
+ },
+ {
+ "train_step": 4538,
+ "loss": 0.43279145392820895,
+ "clean_loss": 0.4350493795740544,
+ "noisy_loss_mean": 0.4320388120462604
+ },
+ {
+ "train_step": 4539,
+ "loss": 0.6491287520701435,
+ "clean_loss": 0.6433521779678758,
+ "noisy_loss_mean": 0.6510542767708994
+ },
+ {
+ "train_step": 4540,
+ "loss": 0.697634754444383,
+ "clean_loss": 0.6963714964384033,
+ "noisy_loss_mean": 0.6980558404463763
+ },
+ {
+ "train_step": 4541,
+ "loss": 0.6395811215143024,
+ "clean_loss": 0.6157669999041148,
+ "noisy_loss_mean": 0.6475191620510315
+ },
+ {
+ "train_step": 4542,
+ "loss": 0.4936612663754272,
+ "clean_loss": 0.4962176217088784,
+ "noisy_loss_mean": 0.4928091479309435
+ },
+ {
+ "train_step": 4543,
+ "loss": 0.3590594756281152,
+ "clean_loss": 0.3595079187420735,
+ "noisy_loss_mean": 0.35890999459012907
+ },
+ {
+ "train_step": 4544,
+ "loss": 0.7238541063454091,
+ "clean_loss": 0.7369250778976767,
+ "noisy_loss_mean": 0.7194971158279867
+ },
+ {
+ "train_step": 4545,
+ "loss": 0.557231184664823,
+ "clean_loss": 0.566816743679304,
+ "noisy_loss_mean": 0.5540359983266626
+ },
+ {
+ "train_step": 4546,
+ "loss": 0.5371907172252706,
+ "clean_loss": 0.5477880715053718,
+ "noisy_loss_mean": 0.5336582657985701
+ },
+ {
+ "train_step": 4547,
+ "loss": 0.6293349122182528,
+ "clean_loss": 0.603372736769171,
+ "noisy_loss_mean": 0.63798897070128
+ },
+ {
+ "train_step": 4548,
+ "loss": 0.4221067635245415,
+ "clean_loss": 0.42198567423341515,
+ "noisy_loss_mean": 0.42214712662158366
+ },
+ {
+ "train_step": 4549,
+ "loss": 0.7861004320135071,
+ "clean_loss": 0.7814035097042252,
+ "noisy_loss_mean": 0.7876660727832677
+ },
+ {
+ "train_step": 4550,
+ "loss": 0.47844849588358884,
+ "clean_loss": 0.4817207182461416,
+ "noisy_loss_mean": 0.47735775509607126
+ },
+ {
+ "train_step": 4551,
+ "loss": 0.45478164034690727,
+ "clean_loss": 0.45590723799019595,
+ "noisy_loss_mean": 0.45440644113247775
+ },
+ {
+ "train_step": 4552,
+ "loss": 0.8106101491132256,
+ "clean_loss": 0.7976743631176227,
+ "noisy_loss_mean": 0.8149220777784265
+ },
+ {
+ "train_step": 4553,
+ "loss": 0.5843233167049322,
+ "clean_loss": 0.5668676194116401,
+ "noisy_loss_mean": 0.590141882469363
+ },
+ {
+ "train_step": 4554,
+ "loss": 0.48982141329831197,
+ "clean_loss": 0.4961980086772354,
+ "noisy_loss_mean": 0.48769588150533744
+ },
+ {
+ "train_step": 4555,
+ "loss": 0.5156162963460513,
+ "clean_loss": 0.5067754839427125,
+ "noisy_loss_mean": 0.518563233813831
+ },
+ {
+ "train_step": 4556,
+ "loss": 0.40492001254513943,
+ "clean_loss": 0.4131610375461554,
+ "noisy_loss_mean": 0.40217300421146734
+ },
+ {
+ "train_step": 4557,
+ "loss": 0.3469973950445837,
+ "clean_loss": 0.3435292107047314,
+ "noisy_loss_mean": 0.34815345649120105
+ },
+ {
+ "train_step": 4558,
+ "loss": 0.472857020485624,
+ "clean_loss": 0.46417472183063685,
+ "noisy_loss_mean": 0.47575112003728637
+ },
+ {
+ "train_step": 4559,
+ "loss": 0.5537904835580443,
+ "clean_loss": 0.5587426851204924,
+ "noisy_loss_mean": 0.5521397497038948
+ },
+ {
+ "train_step": 4560,
+ "loss": 0.6151250677725842,
+ "clean_loss": 0.620778567211054,
+ "noisy_loss_mean": 0.6132405679597609
+ },
+ {
+ "train_step": 4561,
+ "loss": 0.3644965006677359,
+ "clean_loss": 0.37324798772468853,
+ "noisy_loss_mean": 0.3615793383154184
+ },
+ {
+ "train_step": 4562,
+ "loss": 0.6699225929644681,
+ "clean_loss": 0.6677098237185457,
+ "noisy_loss_mean": 0.670660182713109
+ },
+ {
+ "train_step": 4563,
+ "loss": 0.5827277264116114,
+ "clean_loss": 0.5842649926568015,
+ "noisy_loss_mean": 0.5822153043298813
+ },
+ {
+ "train_step": 4564,
+ "loss": 0.4944996833172682,
+ "clean_loss": 0.488985983212857,
+ "noisy_loss_mean": 0.49633758335207195
+ },
+ {
+ "train_step": 4565,
+ "loss": 0.35787671914087676,
+ "clean_loss": 0.35408342653780767,
+ "noisy_loss_mean": 0.35914115000856645
+ },
+ {
+ "train_step": 4566,
+ "loss": 0.6141014168661514,
+ "clean_loss": 0.6354471644265135,
+ "noisy_loss_mean": 0.6069861676793641
+ },
+ {
+ "train_step": 4567,
+ "loss": 0.5507497440205424,
+ "clean_loss": 0.5443202993588121,
+ "noisy_loss_mean": 0.5528928922411191
+ },
+ {
+ "train_step": 4568,
+ "loss": 0.710263642714055,
+ "clean_loss": 0.7117383131768171,
+ "noisy_loss_mean": 0.7097720858931345
+ },
+ {
+ "train_step": 4569,
+ "loss": 0.4830897103119026,
+ "clean_loss": 0.47732735551228733,
+ "noisy_loss_mean": 0.4850104952451077
+ },
+ {
+ "train_step": 4570,
+ "loss": 0.5709329896328821,
+ "clean_loss": 0.5738422717067644,
+ "noisy_loss_mean": 0.569963228941588
+ },
+ {
+ "train_step": 4571,
+ "loss": 0.5276058767945462,
+ "clean_loss": 0.5137992816709973,
+ "noisy_loss_mean": 0.5322080751690624
+ },
+ {
+ "train_step": 4572,
+ "loss": 0.3601594371380237,
+ "clean_loss": 0.35374058609544823,
+ "noisy_loss_mean": 0.36229905415221547
+ },
+ {
+ "train_step": 4573,
+ "loss": 0.3182550277111117,
+ "clean_loss": 0.31219143464740057,
+ "noisy_loss_mean": 0.3202762253990154
+ },
+ {
+ "train_step": 4574,
+ "loss": 0.4884238974175219,
+ "clean_loss": 0.4909804114960208,
+ "noisy_loss_mean": 0.4875717260580222
+ },
+ {
+ "train_step": 4575,
+ "loss": 0.5751143195567564,
+ "clean_loss": 0.5798578806910425,
+ "noisy_loss_mean": 0.5735331325119944
+ },
+ {
+ "train_step": 4576,
+ "loss": 0.3594039955985374,
+ "clean_loss": 0.3566873580689861,
+ "noisy_loss_mean": 0.3603095414417212
+ },
+ {
+ "train_step": 4577,
+ "loss": 0.5848780960243859,
+ "clean_loss": 0.6029683140675396,
+ "noisy_loss_mean": 0.5788480233433347
+ },
+ {
+ "train_step": 4578,
+ "loss": 0.4239485272488264,
+ "clean_loss": 0.4334126769218911,
+ "noisy_loss_mean": 0.42079381069113825
+ },
+ {
+ "train_step": 4579,
+ "loss": 0.7489680014061146,
+ "clean_loss": 0.7414014169045048,
+ "noisy_loss_mean": 0.7514901962399847
+ },
+ {
+ "train_step": 4580,
+ "loss": 0.6313274441652053,
+ "clean_loss": 0.6300785478022003,
+ "noisy_loss_mean": 0.6317437429528737
+ },
+ {
+ "train_step": 4581,
+ "loss": 0.5431130617063519,
+ "clean_loss": 0.5389253064701163,
+ "noisy_loss_mean": 0.5445089801184304
+ },
+ {
+ "train_step": 4582,
+ "loss": 0.5338635456617433,
+ "clean_loss": 0.5394747483888267,
+ "noisy_loss_mean": 0.5319931447527155
+ },
+ {
+ "train_step": 4583,
+ "loss": 0.7629600340753655,
+ "clean_loss": 0.7697820011140384,
+ "noisy_loss_mean": 0.7606860450624747
+ },
+ {
+ "train_step": 4584,
+ "loss": 0.8309745637093486,
+ "clean_loss": 0.8339587703231947,
+ "noisy_loss_mean": 0.8299798281713998
+ },
+ {
+ "train_step": 4585,
+ "loss": 0.47032491407031085,
+ "clean_loss": 0.47657528095326057,
+ "noisy_loss_mean": 0.4682414584426609
+ },
+ {
+ "train_step": 4586,
+ "loss": 0.4327963167342036,
+ "clean_loss": 0.4311836485723599,
+ "noisy_loss_mean": 0.43333387278815144
+ },
+ {
+ "train_step": 4587,
+ "loss": 0.6562072446441367,
+ "clean_loss": 0.6658741890523492,
+ "noisy_loss_mean": 0.6529849298413991
+ },
+ {
+ "train_step": 4588,
+ "loss": 0.8601076475199524,
+ "clean_loss": 0.8545777496108266,
+ "noisy_loss_mean": 0.8619509468229943
+ },
+ {
+ "train_step": 4589,
+ "loss": 0.41217122046211824,
+ "clean_loss": 0.41569290306310336,
+ "noisy_loss_mean": 0.41099732626178986
+ },
+ {
+ "train_step": 4590,
+ "loss": 0.6329172860854413,
+ "clean_loss": 0.6450909157105639,
+ "noisy_loss_mean": 0.6288594095437338
+ },
+ {
+ "train_step": 4591,
+ "loss": 0.6885226099500583,
+ "clean_loss": 0.6810372555018154,
+ "noisy_loss_mean": 0.6910177280994726
+ },
+ {
+ "train_step": 4592,
+ "loss": 0.5925658836510986,
+ "clean_loss": 0.5906538606912265,
+ "noisy_loss_mean": 0.5932032246377227
+ },
+ {
+ "train_step": 4593,
+ "loss": 0.5927209165928655,
+ "clean_loss": 0.5747893899347556,
+ "noisy_loss_mean": 0.5986980921455687
+ },
+ {
+ "train_step": 4594,
+ "loss": 0.5949869524071156,
+ "clean_loss": 0.6033023840704399,
+ "noisy_loss_mean": 0.5922151418526742
+ },
+ {
+ "train_step": 4595,
+ "loss": 0.47107003013946885,
+ "clean_loss": 0.4806418666986568,
+ "noisy_loss_mean": 0.4678794179530728
+ },
+ {
+ "train_step": 4596,
+ "loss": 0.4238468658556748,
+ "clean_loss": 0.42648707925827567,
+ "noisy_loss_mean": 0.4229667947214746
+ },
+ {
+ "train_step": 4597,
+ "loss": 0.36554518361354216,
+ "clean_loss": 0.3721985944361292,
+ "noisy_loss_mean": 0.3633273800060131
+ },
+ {
+ "train_step": 4598,
+ "loss": 0.7402979500852502,
+ "clean_loss": 0.7467912693480172,
+ "noisy_loss_mean": 0.7381335103309946
+ },
+ {
+ "train_step": 4599,
+ "loss": 0.4989751946044414,
+ "clean_loss": 0.49583970947288775,
+ "noisy_loss_mean": 0.5000203563149593
+ },
+ {
+ "train_step": 4600,
+ "loss": 0.6033889132419976,
+ "clean_loss": 0.5994425361213294,
+ "noisy_loss_mean": 0.6047043722822203
+ },
+ {
+ "train_step": 4601,
+ "loss": 0.7316804246260231,
+ "clean_loss": 0.7079086166078701,
+ "noisy_loss_mean": 0.7396043606320744
+ },
+ {
+ "train_step": 4602,
+ "loss": 0.5170976845433559,
+ "clean_loss": 0.5108472373400066,
+ "noisy_loss_mean": 0.5191811669444722
+ },
+ {
+ "train_step": 4603,
+ "loss": 0.5019473195351181,
+ "clean_loss": 0.5079817964294956,
+ "noisy_loss_mean": 0.4999358272369922
+ },
+ {
+ "train_step": 4604,
+ "loss": 0.42990139821659346,
+ "clean_loss": 0.43350981601736027,
+ "noisy_loss_mean": 0.4286985922830045
+ },
+ {
+ "train_step": 4605,
+ "loss": 0.7323762177389495,
+ "clean_loss": 0.8413769206949079,
+ "noisy_loss_mean": 0.6960426500869633
+ },
+ {
+ "train_step": 4606,
+ "loss": 0.58807476660417,
+ "clean_loss": 0.5903366265439244,
+ "noisy_loss_mean": 0.5873208132909186
+ },
+ {
+ "train_step": 4607,
+ "loss": 0.550911197502225,
+ "clean_loss": 0.556225090772128,
+ "noisy_loss_mean": 0.5491398997455906
+ },
+ {
+ "train_step": 4608,
+ "loss": 0.5928509959214447,
+ "clean_loss": 0.5920106669022172,
+ "noisy_loss_mean": 0.5931311055945205
+ },
+ {
+ "train_step": 4609,
+ "loss": 0.7368993028923208,
+ "clean_loss": 0.7312307409432771,
+ "noisy_loss_mean": 0.738788823542002
+ },
+ {
+ "train_step": 4610,
+ "loss": 0.6848940364926459,
+ "clean_loss": 0.6967679616844087,
+ "noisy_loss_mean": 0.6809360614287251
+ },
+ {
+ "train_step": 4611,
+ "loss": 0.3802041478259217,
+ "clean_loss": 0.3781103242956082,
+ "noisy_loss_mean": 0.38090208900269285
+ },
+ {
+ "train_step": 4612,
+ "loss": 0.6185664999059884,
+ "clean_loss": 0.6234261775319464,
+ "noisy_loss_mean": 0.6169466073640025
+ },
+ {
+ "train_step": 4613,
+ "loss": 0.7091393342721801,
+ "clean_loss": 0.7092348942542538,
+ "noisy_loss_mean": 0.7091074809448222
+ },
+ {
+ "train_step": 4614,
+ "loss": 0.44760643880788537,
+ "clean_loss": 0.44914123122285754,
+ "noisy_loss_mean": 0.44709484133622795
+ },
+ {
+ "train_step": 4615,
+ "loss": 0.4558528112686487,
+ "clean_loss": 0.4438350762416939,
+ "noisy_loss_mean": 0.4598587229443003
+ },
+ {
+ "train_step": 4616,
+ "loss": 0.5467393010067731,
+ "clean_loss": 0.5523086500537853,
+ "noisy_loss_mean": 0.5448828513244358
+ },
+ {
+ "train_step": 4617,
+ "loss": 0.4517913760818514,
+ "clean_loss": 0.4548208419191026,
+ "noisy_loss_mean": 0.45078155413610094
+ },
+ {
+ "train_step": 4618,
+ "loss": 0.5408275305471435,
+ "clean_loss": 0.5361172730201571,
+ "noisy_loss_mean": 0.5423976163894721
+ },
+ {
+ "train_step": 4619,
+ "loss": 0.49303773670966994,
+ "clean_loss": 0.5047691756013724,
+ "noisy_loss_mean": 0.4891272570791025
+ },
+ {
+ "train_step": 4620,
+ "loss": 0.4785654566815911,
+ "clean_loss": 0.4868526226534439,
+ "noisy_loss_mean": 0.4758030680243069
+ },
+ {
+ "train_step": 4621,
+ "loss": 0.6963576378720856,
+ "clean_loss": 0.7008627412676148,
+ "noisy_loss_mean": 0.6948559367402426
+ },
+ {
+ "train_step": 4622,
+ "loss": 0.42746574048988567,
+ "clean_loss": 0.42682792915619355,
+ "noisy_loss_mean": 0.4276783442677831
+ },
+ {
+ "train_step": 4623,
+ "loss": 0.42916684350577794,
+ "clean_loss": 0.41995324913997384,
+ "noisy_loss_mean": 0.43223804162771257
+ },
+ {
+ "train_step": 4624,
+ "loss": 0.6406178731953924,
+ "clean_loss": 0.6332567728451157,
+ "noisy_loss_mean": 0.6430715733121513
+ },
+ {
+ "train_step": 4625,
+ "loss": 0.4318162043140378,
+ "clean_loss": 0.43635693822395477,
+ "noisy_loss_mean": 0.4303026263440654
+ },
+ {
+ "train_step": 4626,
+ "loss": 0.32546955643428355,
+ "clean_loss": 0.32788073233037185,
+ "noisy_loss_mean": 0.3246658311355874
+ },
+ {
+ "train_step": 4627,
+ "loss": 0.6980084361459233,
+ "clean_loss": 0.6952880192600687,
+ "noisy_loss_mean": 0.6989152417745416
+ },
+ {
+ "train_step": 4628,
+ "loss": 0.5175010951990733,
+ "clean_loss": 0.5191467665418256,
+ "noisy_loss_mean": 0.5169525380848224
+ },
+ {
+ "train_step": 4629,
+ "loss": 0.6448809806298637,
+ "clean_loss": 0.6365346268459309,
+ "noisy_loss_mean": 0.6476630985578411
+ },
+ {
+ "train_step": 4630,
+ "loss": 0.5075573261057028,
+ "clean_loss": 0.505548216405965,
+ "noisy_loss_mean": 0.5082270293389487
+ },
+ {
+ "train_step": 4631,
+ "loss": 0.5950171851332765,
+ "clean_loss": 0.5781220841240164,
+ "noisy_loss_mean": 0.6006488854696964
+ },
+ {
+ "train_step": 4632,
+ "loss": 0.5864003416342988,
+ "clean_loss": 0.5802632528998881,
+ "noisy_loss_mean": 0.5884460378791023
+ },
+ {
+ "train_step": 4633,
+ "loss": 0.624998176925492,
+ "clean_loss": 0.6250188318984435,
+ "noisy_loss_mean": 0.6249912919345081
+ },
+ {
+ "train_step": 4634,
+ "loss": 0.5106410013033316,
+ "clean_loss": 0.5021798891628081,
+ "noisy_loss_mean": 0.5134613720168394
+ },
+ {
+ "train_step": 4635,
+ "loss": 0.3822450605696834,
+ "clean_loss": 0.37359586749399737,
+ "noisy_loss_mean": 0.3851281249282454
+ },
+ {
+ "train_step": 4636,
+ "loss": 0.6140159471828459,
+ "clean_loss": 0.6256772820801935,
+ "noisy_loss_mean": 0.6101288355503968
+ },
+ {
+ "train_step": 4637,
+ "loss": 0.5290939991826267,
+ "clean_loss": 0.5303992187029507,
+ "noisy_loss_mean": 0.5286589260091853
+ },
+ {
+ "train_step": 4638,
+ "loss": 0.5590400753793177,
+ "clean_loss": 0.559627118193066,
+ "noisy_loss_mean": 0.5588443944414015
+ },
+ {
+ "train_step": 4639,
+ "loss": 0.6434247622972149,
+ "clean_loss": 0.6430682950351863,
+ "noisy_loss_mean": 0.6435435847178911
+ },
+ {
+ "train_step": 4640,
+ "loss": 0.4281507423587567,
+ "clean_loss": 0.429601562167052,
+ "noisy_loss_mean": 0.42766713575599163
+ },
+ {
+ "train_step": 4641,
+ "loss": 0.5791167620454586,
+ "clean_loss": 0.5935510641465306,
+ "noisy_loss_mean": 0.5743053280117679
+ },
+ {
+ "train_step": 4642,
+ "loss": 0.519736605876103,
+ "clean_loss": 0.5137309522733756,
+ "noisy_loss_mean": 0.5217384904103456
+ },
+ {
+ "train_step": 4643,
+ "loss": 0.4268752474394531,
+ "clean_loss": 0.4185484377425817,
+ "noisy_loss_mean": 0.4296508506717436
+ },
+ {
+ "train_step": 4644,
+ "loss": 0.5607755143117408,
+ "clean_loss": 0.5432077396957397,
+ "noisy_loss_mean": 0.5666314391837413
+ },
+ {
+ "train_step": 4645,
+ "loss": 0.5414782403080037,
+ "clean_loss": 0.5493579479675638,
+ "noisy_loss_mean": 0.5388516710881505
+ },
+ {
+ "train_step": 4646,
+ "loss": 0.5875564777217448,
+ "clean_loss": 0.5855625801000974,
+ "noisy_loss_mean": 0.588221110262294
+ },
+ {
+ "train_step": 4647,
+ "loss": 0.39770740326792564,
+ "clean_loss": 0.40268660189377375,
+ "noisy_loss_mean": 0.39604767039264294
+ },
+ {
+ "train_step": 4648,
+ "loss": 0.5500843507596407,
+ "clean_loss": 0.5468492406968959,
+ "noisy_loss_mean": 0.5511627207805557
+ },
+ {
+ "train_step": 4649,
+ "loss": 0.5648627418232552,
+ "clean_loss": 0.5699239650378828,
+ "noisy_loss_mean": 0.5631756674183795
+ },
+ {
+ "train_step": 4650,
+ "loss": 0.529479738125384,
+ "clean_loss": 0.5378438786583866,
+ "noisy_loss_mean": 0.5266916912810499
+ },
+ {
+ "train_step": 4651,
+ "loss": 0.5326253113478493,
+ "clean_loss": 0.539454689702627,
+ "noisy_loss_mean": 0.5303488518962568
+ },
+ {
+ "train_step": 4652,
+ "loss": 0.5000911057220305,
+ "clean_loss": 0.4977476763323063,
+ "noisy_loss_mean": 0.5008722488519385
+ },
+ {
+ "train_step": 4653,
+ "loss": 0.6301245507723705,
+ "clean_loss": 0.6218597238714656,
+ "noisy_loss_mean": 0.632879493072672
+ },
+ {
+ "train_step": 4654,
+ "loss": 0.5079355522797673,
+ "clean_loss": 0.5030637436594915,
+ "noisy_loss_mean": 0.5095594884865259
+ },
+ {
+ "train_step": 4655,
+ "loss": 0.5810025544153454,
+ "clean_loss": 0.571887396409966,
+ "noisy_loss_mean": 0.5840409404171385
+ },
+ {
+ "train_step": 4656,
+ "loss": 0.8453805990864847,
+ "clean_loss": 0.8417503578871368,
+ "noisy_loss_mean": 0.8465906794862673
+ },
+ {
+ "train_step": 4657,
+ "loss": 0.4748508181481819,
+ "clean_loss": 0.4764487785409925,
+ "noisy_loss_mean": 0.4743181646839118
+ },
+ {
+ "train_step": 4658,
+ "loss": 0.6530454324084997,
+ "clean_loss": 0.6483086635369477,
+ "noisy_loss_mean": 0.6546243553656836
+ },
+ {
+ "train_step": 4659,
+ "loss": 0.5614015388066095,
+ "clean_loss": 0.5684024907278122,
+ "noisy_loss_mean": 0.5590678881662086
+ },
+ {
+ "train_step": 4660,
+ "loss": 0.5393730207347338,
+ "clean_loss": 0.5391141590297766,
+ "noisy_loss_mean": 0.5394593079697196
+ },
+ {
+ "train_step": 4661,
+ "loss": 0.5963608798465353,
+ "clean_loss": 0.5851583669465301,
+ "noisy_loss_mean": 0.6000950508132038
+ },
+ {
+ "train_step": 4662,
+ "loss": 0.7744285970170046,
+ "clean_loss": 0.7732247089776925,
+ "noisy_loss_mean": 0.7748298930301086
+ },
+ {
+ "train_step": 4663,
+ "loss": 0.6754673997045478,
+ "clean_loss": 0.6752580131863475,
+ "noisy_loss_mean": 0.6755371952106147
+ },
+ {
+ "train_step": 4664,
+ "loss": 0.49746604382718873,
+ "clean_loss": 0.4937739777828343,
+ "noisy_loss_mean": 0.4986967325086402
+ },
+ {
+ "train_step": 4665,
+ "loss": 0.7506183861962139,
+ "clean_loss": 0.7462677236910241,
+ "noisy_loss_mean": 0.7520686070312772
+ },
+ {
+ "train_step": 4666,
+ "loss": 0.5484903937400712,
+ "clean_loss": 0.5430088027218872,
+ "noisy_loss_mean": 0.5503175907461326
+ },
+ {
+ "train_step": 4667,
+ "loss": 0.4994403882067536,
+ "clean_loss": 0.5018403591684906,
+ "noisy_loss_mean": 0.49864039788617465
+ },
+ {
+ "train_step": 4668,
+ "loss": 0.6654567032069956,
+ "clean_loss": 0.653621807778469,
+ "noisy_loss_mean": 0.6694016683498378
+ },
+ {
+ "train_step": 4669,
+ "loss": 0.4294339197166476,
+ "clean_loss": 0.4224281657498569,
+ "noisy_loss_mean": 0.43176917103891116
+ },
+ {
+ "train_step": 4670,
+ "loss": 0.4434212330872064,
+ "clean_loss": 0.4500648108184163,
+ "noisy_loss_mean": 0.44120670717680305
+ },
+ {
+ "train_step": 4671,
+ "loss": 0.6101944904906552,
+ "clean_loss": 0.6080404815659461,
+ "noisy_loss_mean": 0.6109124934655582
+ },
+ {
+ "train_step": 4672,
+ "loss": 0.5330472057701615,
+ "clean_loss": 0.5271573788433582,
+ "noisy_loss_mean": 0.5350104814124294
+ },
+ {
+ "train_step": 4673,
+ "loss": 0.7730835054199026,
+ "clean_loss": 0.7709703815894696,
+ "noisy_loss_mean": 0.773787880030047
+ },
+ {
+ "train_step": 4674,
+ "loss": 0.6359903993357654,
+ "clean_loss": 0.6196759568463255,
+ "noisy_loss_mean": 0.6414285468322453
+ },
+ {
+ "train_step": 4675,
+ "loss": 0.5357602851427298,
+ "clean_loss": 0.5403319498166916,
+ "noisy_loss_mean": 0.5342363969180758
+ },
+ {
+ "train_step": 4676,
+ "loss": 0.43143637421332115,
+ "clean_loss": 0.43764178402440523,
+ "noisy_loss_mean": 0.42936790427629307
+ },
+ {
+ "train_step": 4677,
+ "loss": 0.4033782005819792,
+ "clean_loss": 0.4079291902851543,
+ "noisy_loss_mean": 0.4018612040142542
+ },
+ {
+ "train_step": 4678,
+ "loss": 0.7045225567692545,
+ "clean_loss": 0.6930129671404703,
+ "noisy_loss_mean": 0.7083590866455157
+ },
+ {
+ "train_step": 4679,
+ "loss": 0.6696583705094453,
+ "clean_loss": 0.6696172466693173,
+ "noisy_loss_mean": 0.6696720784561547
+ },
+ {
+ "train_step": 4680,
+ "loss": 0.5495563583495275,
+ "clean_loss": 0.5450882268703678,
+ "noisy_loss_mean": 0.5510457355092474
+ },
+ {
+ "train_step": 4681,
+ "loss": 0.4976734157625189,
+ "clean_loss": 0.493226189225843,
+ "noisy_loss_mean": 0.49915582460807756
+ },
+ {
+ "train_step": 4682,
+ "loss": 0.3379586204867941,
+ "clean_loss": 0.3370018419374671,
+ "noisy_loss_mean": 0.3382775466699031
+ },
+ {
+ "train_step": 4683,
+ "loss": 0.631003532168627,
+ "clean_loss": 0.6360746798115094,
+ "noisy_loss_mean": 0.6293131496209995
+ },
+ {
+ "train_step": 4684,
+ "loss": 0.35959653854752843,
+ "clean_loss": 0.3586741625893391,
+ "noisy_loss_mean": 0.35990399720025823
+ },
+ {
+ "train_step": 4685,
+ "loss": 0.6630019066563724,
+ "clean_loss": 0.6775220895004213,
+ "noisy_loss_mean": 0.6581618457083561
+ },
+ {
+ "train_step": 4686,
+ "loss": 0.5608929446405942,
+ "clean_loss": 0.5593472064178733,
+ "noisy_loss_mean": 0.5614081907148346
+ },
+ {
+ "train_step": 4687,
+ "loss": 0.754273822388783,
+ "clean_loss": 0.741634140383981,
+ "noisy_loss_mean": 0.7584870497237172
+ },
+ {
+ "train_step": 4688,
+ "loss": 0.5175214072917698,
+ "clean_loss": 0.5218932406037073,
+ "noisy_loss_mean": 0.5160641295211238
+ },
+ {
+ "train_step": 4689,
+ "loss": 0.746025470353533,
+ "clean_loss": 0.7430329469359636,
+ "noisy_loss_mean": 0.7470229781593895
+ },
+ {
+ "train_step": 4690,
+ "loss": 0.5971502790901021,
+ "clean_loss": 0.6113856897029348,
+ "noisy_loss_mean": 0.5924051422191577
+ },
+ {
+ "train_step": 4691,
+ "loss": 0.5417210910191279,
+ "clean_loss": 0.5385671157470031,
+ "noisy_loss_mean": 0.5427724161098362
+ },
+ {
+ "train_step": 4692,
+ "loss": 0.4446709138785335,
+ "clean_loss": 0.43630789501987594,
+ "noisy_loss_mean": 0.44745858683141937
+ },
+ {
+ "train_step": 4693,
+ "loss": 0.5674608315342214,
+ "clean_loss": 0.5788540313795951,
+ "noisy_loss_mean": 0.5636630982524302
+ },
+ {
+ "train_step": 4694,
+ "loss": 0.39006865937232316,
+ "clean_loss": 0.38734365217515154,
+ "noisy_loss_mean": 0.39097699510471373
+ },
+ {
+ "train_step": 4695,
+ "loss": 0.6479171939192139,
+ "clean_loss": 0.6452728350992947,
+ "noisy_loss_mean": 0.6487986468591869
+ },
+ {
+ "train_step": 4696,
+ "loss": 0.5654001363597764,
+ "clean_loss": 0.5707441780263117,
+ "noisy_loss_mean": 0.563618789137598
+ },
+ {
+ "train_step": 4697,
+ "loss": 0.5556193539001322,
+ "clean_loss": 0.5491416244410164,
+ "noisy_loss_mean": 0.5577785970531708
+ },
+ {
+ "train_step": 4698,
+ "loss": 0.7791256367709571,
+ "clean_loss": 0.7709400618615125,
+ "noisy_loss_mean": 0.7818541617407719
+ },
+ {
+ "train_step": 4699,
+ "loss": 0.7583041753000537,
+ "clean_loss": 0.7497318872385875,
+ "noisy_loss_mean": 0.7611616046538758
+ },
+ {
+ "train_step": 4700,
+ "loss": 0.8371311810951219,
+ "clean_loss": 0.8261059622400637,
+ "noisy_loss_mean": 0.8408062540468079
+ },
+ {
+ "train_step": 4701,
+ "loss": 0.5335875192137711,
+ "clean_loss": 0.5289703954417309,
+ "noisy_loss_mean": 0.5351265604711178
+ },
+ {
+ "train_step": 4702,
+ "loss": 0.48096219288965925,
+ "clean_loss": 0.48226412680926845,
+ "noisy_loss_mean": 0.4805282149164562
+ },
+ {
+ "train_step": 4703,
+ "loss": 0.5070052895604866,
+ "clean_loss": 0.5141121764114005,
+ "noisy_loss_mean": 0.5046363272768487
+ },
+ {
+ "train_step": 4704,
+ "loss": 0.42175170525022765,
+ "clean_loss": 0.41897468148932515,
+ "noisy_loss_mean": 0.4226773798371952
+ },
+ {
+ "train_step": 4705,
+ "loss": 0.6096577623869621,
+ "clean_loss": 0.5982675218389216,
+ "noisy_loss_mean": 0.613454509236309
+ },
+ {
+ "train_step": 4706,
+ "loss": 0.624818259949443,
+ "clean_loss": 0.6335749701072199,
+ "noisy_loss_mean": 0.6218993565635174
+ },
+ {
+ "train_step": 4707,
+ "loss": 0.4470192005898231,
+ "clean_loss": 0.44748243036319585,
+ "noisy_loss_mean": 0.4468647906653655
+ },
+ {
+ "train_step": 4708,
+ "loss": 0.43614631720278374,
+ "clean_loss": 0.4216964593458683,
+ "noisy_loss_mean": 0.4409629364884222
+ },
+ {
+ "train_step": 4709,
+ "loss": 0.6209219318383133,
+ "clean_loss": 0.6218012860792778,
+ "noisy_loss_mean": 0.6206288137579918
+ },
+ {
+ "train_step": 4710,
+ "loss": 0.5861862881186712,
+ "clean_loss": 0.5868358259595864,
+ "noisy_loss_mean": 0.5859697755050329
+ },
+ {
+ "train_step": 4711,
+ "loss": 0.7094535583302608,
+ "clean_loss": 0.7152551933042439,
+ "noisy_loss_mean": 0.7075196800055995
+ },
+ {
+ "train_step": 4712,
+ "loss": 0.4722699897994954,
+ "clean_loss": 0.46630249480494157,
+ "noisy_loss_mean": 0.47425915479768
+ },
+ {
+ "train_step": 4713,
+ "loss": 0.3605164310796832,
+ "clean_loss": 0.35772199056524023,
+ "noisy_loss_mean": 0.36144791125116416
+ },
+ {
+ "train_step": 4714,
+ "loss": 0.7049717544652577,
+ "clean_loss": 0.7109710198839984,
+ "noisy_loss_mean": 0.7029719993256774
+ },
+ {
+ "train_step": 4715,
+ "loss": 0.4458160375395807,
+ "clean_loss": 0.4346192304209373,
+ "noisy_loss_mean": 0.44954830657912853
+ },
+ {
+ "train_step": 4716,
+ "loss": 0.6230141051214706,
+ "clean_loss": 0.6198448826929869,
+ "noisy_loss_mean": 0.6240705125976317
+ },
+ {
+ "train_step": 4717,
+ "loss": 0.527419368278366,
+ "clean_loss": 0.5322716776949283,
+ "noisy_loss_mean": 0.5258019318061786
+ },
+ {
+ "train_step": 4718,
+ "loss": 0.6044531428261526,
+ "clean_loss": 0.6131218321282506,
+ "noisy_loss_mean": 0.6015635797254534
+ },
+ {
+ "train_step": 4719,
+ "loss": 0.7231230390236947,
+ "clean_loss": 0.740105719030794,
+ "noisy_loss_mean": 0.7174621456879948
+ },
+ {
+ "train_step": 4720,
+ "loss": 0.816644993598668,
+ "clean_loss": 0.814256118989773,
+ "noisy_loss_mean": 0.8174412851349664
+ },
+ {
+ "train_step": 4721,
+ "loss": 0.5010039042246177,
+ "clean_loss": 0.49686865525956403,
+ "noisy_loss_mean": 0.5023823205463024
+ },
+ {
+ "train_step": 4722,
+ "loss": 0.6025434382309723,
+ "clean_loss": 0.608996363738343,
+ "noisy_loss_mean": 0.6003924630618488
+ },
+ {
+ "train_step": 4723,
+ "loss": 0.37344836453686636,
+ "clean_loss": 0.3609066867177753,
+ "noisy_loss_mean": 0.37762892380989665
+ },
+ {
+ "train_step": 4724,
+ "loss": 0.6890290530681363,
+ "clean_loss": 0.6960530508864201,
+ "noisy_loss_mean": 0.6866877204620417
+ },
+ {
+ "train_step": 4725,
+ "loss": 0.6251085304363115,
+ "clean_loss": 0.6345414711132189,
+ "noisy_loss_mean": 0.6219642168773424
+ },
+ {
+ "train_step": 4726,
+ "loss": 0.6927757475862264,
+ "clean_loss": 0.6887460514993388,
+ "noisy_loss_mean": 0.694118979615189
+ },
+ {
+ "train_step": 4727,
+ "loss": 0.789846629807942,
+ "clean_loss": 0.7862030780943549,
+ "noisy_loss_mean": 0.7910611470458044
+ },
+ {
+ "train_step": 4728,
+ "loss": 0.6036272698835788,
+ "clean_loss": 0.6006244309759572,
+ "noisy_loss_mean": 0.6046282161861195
+ },
+ {
+ "train_step": 4729,
+ "loss": 0.6048650250247827,
+ "clean_loss": 0.6120480438905106,
+ "noisy_loss_mean": 0.6024706854028733
+ },
+ {
+ "train_step": 4730,
+ "loss": 0.5780251158062777,
+ "clean_loss": 0.5770916953586189,
+ "noisy_loss_mean": 0.5783362559554973
+ },
+ {
+ "train_step": 4731,
+ "loss": 0.5409228336162978,
+ "clean_loss": 0.5062851265875051,
+ "noisy_loss_mean": 0.5524687359592287
+ },
+ {
+ "train_step": 4732,
+ "loss": 0.3846496497897878,
+ "clean_loss": 0.39416500367915863,
+ "noisy_loss_mean": 0.3814778651599975
+ },
+ {
+ "train_step": 4733,
+ "loss": 0.6912935950077015,
+ "clean_loss": 0.6747062495219438,
+ "noisy_loss_mean": 0.6968227101696208
+ },
+ {
+ "train_step": 4734,
+ "loss": 0.6101270053520333,
+ "clean_loss": 0.6116689351744276,
+ "noisy_loss_mean": 0.6096130287445686
+ },
+ {
+ "train_step": 4735,
+ "loss": 0.5194283748277277,
+ "clean_loss": 0.5105054436404824,
+ "noisy_loss_mean": 0.5224026852234761
+ },
+ {
+ "train_step": 4736,
+ "loss": 0.5567557827401702,
+ "clean_loss": 0.5595709212088431,
+ "noisy_loss_mean": 0.5558174032506126
+ },
+ {
+ "train_step": 4737,
+ "loss": 0.5303969867788874,
+ "clean_loss": 0.5395227756686758,
+ "noisy_loss_mean": 0.5273550571489579
+ },
+ {
+ "train_step": 4738,
+ "loss": 0.37865053253978354,
+ "clean_loss": 0.38463740911545635,
+ "noisy_loss_mean": 0.3766549070145593
+ },
+ {
+ "train_step": 4739,
+ "loss": 0.5707392427865297,
+ "clean_loss": 0.5507788121173063,
+ "noisy_loss_mean": 0.5773927196762708
+ },
+ {
+ "train_step": 4740,
+ "loss": 0.7415558560995916,
+ "clean_loss": 0.739037697057834,
+ "noisy_loss_mean": 0.7423952424468442
+ },
+ {
+ "train_step": 4741,
+ "loss": 0.5837572227273891,
+ "clean_loss": 0.5802082589649409,
+ "noisy_loss_mean": 0.5849402106482051
+ },
+ {
+ "train_step": 4742,
+ "loss": 0.49261766774151944,
+ "clean_loss": 0.4918816853355414,
+ "noisy_loss_mean": 0.4928629952101787
+ },
+ {
+ "train_step": 4743,
+ "loss": 0.743715795345659,
+ "clean_loss": 0.7312169597432653,
+ "noisy_loss_mean": 0.7478820738797903
+ },
+ {
+ "train_step": 4744,
+ "loss": 0.5152233792335928,
+ "clean_loss": 0.5158102981724465,
+ "noisy_loss_mean": 0.5150277395873083
+ },
+ {
+ "train_step": 4745,
+ "loss": 0.4357893867070953,
+ "clean_loss": 0.4352768721771913,
+ "noisy_loss_mean": 0.43596022488373004
+ },
+ {
+ "train_step": 4746,
+ "loss": 0.5938681980236666,
+ "clean_loss": 0.5742358445362769,
+ "noisy_loss_mean": 0.6004123158527966
+ },
+ {
+ "train_step": 4747,
+ "loss": 0.7879511157935966,
+ "clean_loss": 0.7856374875921242,
+ "noisy_loss_mean": 0.7887223251940872
+ },
+ {
+ "train_step": 4748,
+ "loss": 0.7548116299393517,
+ "clean_loss": 0.7418939690672981,
+ "noisy_loss_mean": 0.7591175168967029
+ },
+ {
+ "train_step": 4749,
+ "loss": 0.723923137667827,
+ "clean_loss": 0.7305399365327306,
+ "noisy_loss_mean": 0.7217175380461924
+ },
+ {
+ "train_step": 4750,
+ "loss": 0.33447066331860703,
+ "clean_loss": 0.3356317456527113,
+ "noisy_loss_mean": 0.3340836358739056
+ },
+ {
+ "train_step": 4751,
+ "loss": 0.6072915520602051,
+ "clean_loss": 0.6134903446084358,
+ "noisy_loss_mean": 0.6052252878774615
+ },
+ {
+ "train_step": 4752,
+ "loss": 0.6475467685977339,
+ "clean_loss": 0.6336463509219733,
+ "noisy_loss_mean": 0.6521802411563207
+ },
+ {
+ "train_step": 4753,
+ "loss": 0.7117468115872971,
+ "clean_loss": 0.7190502576552846,
+ "noisy_loss_mean": 0.7093123295646345
+ },
+ {
+ "train_step": 4754,
+ "loss": 0.5820481942578086,
+ "clean_loss": 0.5799513053002721,
+ "noisy_loss_mean": 0.5827471572436541
+ },
+ {
+ "train_step": 4755,
+ "loss": 0.5325435446679441,
+ "clean_loss": 0.5075741177783573,
+ "noisy_loss_mean": 0.540866686964473
+ },
+ {
+ "train_step": 4756,
+ "loss": 0.46093013719437514,
+ "clean_loss": 0.45409222913273883,
+ "noisy_loss_mean": 0.4632094398815872
+ },
+ {
+ "train_step": 4757,
+ "loss": 0.4764537910553986,
+ "clean_loss": 0.47460736278487853,
+ "noisy_loss_mean": 0.4770692671455719
+ },
+ {
+ "train_step": 4758,
+ "loss": 0.5166017328669181,
+ "clean_loss": 0.5271467163183232,
+ "noisy_loss_mean": 0.5130867383831165
+ },
+ {
+ "train_step": 4759,
+ "loss": 0.6111649938592842,
+ "clean_loss": 0.6095059980054763,
+ "noisy_loss_mean": 0.6117179924772203
+ },
+ {
+ "train_step": 4760,
+ "loss": 0.6391882961636319,
+ "clean_loss": 0.6464477711762112,
+ "noisy_loss_mean": 0.6367684711594388
+ },
+ {
+ "train_step": 4761,
+ "loss": 0.33069284758719414,
+ "clean_loss": 0.32995153085219175,
+ "noisy_loss_mean": 0.33093995316552827
+ },
+ {
+ "train_step": 4762,
+ "loss": 0.6781412309460557,
+ "clean_loss": 0.6884005320767203,
+ "noisy_loss_mean": 0.6747214639025009
+ },
+ {
+ "train_step": 4763,
+ "loss": 0.6726469345823747,
+ "clean_loss": 0.6696060568311542,
+ "noisy_loss_mean": 0.6736605604994482
+ },
+ {
+ "train_step": 4764,
+ "loss": 0.6984579270408845,
+ "clean_loss": 0.6923006123614921,
+ "noisy_loss_mean": 0.7005103652673487
+ },
+ {
+ "train_step": 4765,
+ "loss": 0.3749727017246123,
+ "clean_loss": 0.3819789524865399,
+ "noisy_loss_mean": 0.3726372848039698
+ },
+ {
+ "train_step": 4766,
+ "loss": 0.6167215889321322,
+ "clean_loss": 0.6141287381523705,
+ "noisy_loss_mean": 0.6175858725253862
+ },
+ {
+ "train_step": 4767,
+ "loss": 0.3893780883980108,
+ "clean_loss": 0.39427609957929677,
+ "noisy_loss_mean": 0.3877454180042488
+ },
+ {
+ "train_step": 4768,
+ "loss": 0.57873327327904,
+ "clean_loss": 0.583439664749047,
+ "noisy_loss_mean": 0.5771644761223711
+ },
+ {
+ "train_step": 4769,
+ "loss": 0.44317520113725556,
+ "clean_loss": 0.4429041883124864,
+ "noisy_loss_mean": 0.44326553874551194
+ },
+ {
+ "train_step": 4770,
+ "loss": 0.5182734067696545,
+ "clean_loss": 0.5126564908637021,
+ "noisy_loss_mean": 0.5201457120716385
+ },
+ {
+ "train_step": 4771,
+ "loss": 0.5563851649163932,
+ "clean_loss": 0.54735533536042,
+ "noisy_loss_mean": 0.5593951081017176
+ },
+ {
+ "train_step": 4772,
+ "loss": 0.6293710696535413,
+ "clean_loss": 0.6329002911804885,
+ "noisy_loss_mean": 0.6281946624778921
+ },
+ {
+ "train_step": 4773,
+ "loss": 0.36876156979728514,
+ "clean_loss": 0.3527572636892037,
+ "noisy_loss_mean": 0.374096338499979
+ },
+ {
+ "train_step": 4774,
+ "loss": 0.5139930927137364,
+ "clean_loss": 0.529948875666874,
+ "noisy_loss_mean": 0.508674498396024
+ },
+ {
+ "train_step": 4775,
+ "loss": 0.5225153972442691,
+ "clean_loss": 0.5284636254871268,
+ "noisy_loss_mean": 0.5205326544966499
+ },
+ {
+ "train_step": 4776,
+ "loss": 0.5994097597634191,
+ "clean_loss": 0.6072303422007912,
+ "noisy_loss_mean": 0.596802898950962
+ },
+ {
+ "train_step": 4777,
+ "loss": 0.6181771437498511,
+ "clean_loss": 0.5991268854342283,
+ "noisy_loss_mean": 0.6245272298550586
+ },
+ {
+ "train_step": 4778,
+ "loss": 0.6085789152488286,
+ "clean_loss": 0.6032764244123862,
+ "noisy_loss_mean": 0.6103464121943093
+ },
+ {
+ "train_step": 4779,
+ "loss": 0.6034861179980427,
+ "clean_loss": 0.6049768982702177,
+ "noisy_loss_mean": 0.6029891912406512
+ },
+ {
+ "train_step": 4780,
+ "loss": 0.5020547346964535,
+ "clean_loss": 0.5055344506299959,
+ "noisy_loss_mean": 0.5008948293852726
+ },
+ {
+ "train_step": 4781,
+ "loss": 0.5816202599224333,
+ "clean_loss": 0.5754669520799703,
+ "noisy_loss_mean": 0.5836713625365876
+ },
+ {
+ "train_step": 4782,
+ "loss": 0.7044127626251763,
+ "clean_loss": 0.6824744754952912,
+ "noisy_loss_mean": 0.7117255250018047
+ },
+ {
+ "train_step": 4783,
+ "loss": 0.45230729906017964,
+ "clean_loss": 0.44385409594584163,
+ "noisy_loss_mean": 0.4551250334316257
+ },
+ {
+ "train_step": 4784,
+ "loss": 0.6255097281979366,
+ "clean_loss": 0.6113460669354375,
+ "noisy_loss_mean": 0.6302309486187695
+ },
+ {
+ "train_step": 4785,
+ "loss": 0.6243098935859158,
+ "clean_loss": 0.6236840527510781,
+ "noisy_loss_mean": 0.6245185071975283
+ },
+ {
+ "train_step": 4786,
+ "loss": 0.7785296658625027,
+ "clean_loss": 0.7748158132255005,
+ "noisy_loss_mean": 0.7797676167415034
+ },
+ {
+ "train_step": 4787,
+ "loss": 0.5982927340577717,
+ "clean_loss": 0.6002306758999512,
+ "noisy_loss_mean": 0.597646753443712
+ },
+ {
+ "train_step": 4788,
+ "loss": 0.657963656452202,
+ "clean_loss": 0.6612288702322167,
+ "noisy_loss_mean": 0.6568752518588638
+ },
+ {
+ "train_step": 4789,
+ "loss": 0.6096252884680073,
+ "clean_loss": 0.61117638715064,
+ "noisy_loss_mean": 0.6091082555737964
+ },
+ {
+ "train_step": 4790,
+ "loss": 0.5260022800198363,
+ "clean_loss": 0.5249979108851817,
+ "noisy_loss_mean": 0.5263370697313878
+ },
+ {
+ "train_step": 4791,
+ "loss": 0.589067974658865,
+ "clean_loss": 0.5829521476675926,
+ "noisy_loss_mean": 0.5911065836559557
+ },
+ {
+ "train_step": 4792,
+ "loss": 0.4137651101277775,
+ "clean_loss": 0.40254603815457674,
+ "noisy_loss_mean": 0.4175048007855111
+ },
+ {
+ "train_step": 4793,
+ "loss": 0.6754535312178209,
+ "clean_loss": 0.6783939930060287,
+ "noisy_loss_mean": 0.6744733772884185
+ },
+ {
+ "train_step": 4794,
+ "loss": 0.6799020374370915,
+ "clean_loss": 0.6799686945283581,
+ "noisy_loss_mean": 0.6798798184066693
+ },
+ {
+ "train_step": 4795,
+ "loss": 0.48940071545766084,
+ "clean_loss": 0.4861796050995521,
+ "noisy_loss_mean": 0.49047441891036375
+ },
+ {
+ "train_step": 4796,
+ "loss": 0.5647131308776583,
+ "clean_loss": 0.577568304580733,
+ "noisy_loss_mean": 0.5604280729766334
+ },
+ {
+ "train_step": 4797,
+ "loss": 0.5787195441182835,
+ "clean_loss": 0.5798190690351335,
+ "noisy_loss_mean": 0.5783530358126668
+ },
+ {
+ "train_step": 4798,
+ "loss": 0.8013525029939931,
+ "clean_loss": 0.8078352359885194,
+ "noisy_loss_mean": 0.7991915919958176
+ },
+ {
+ "train_step": 4799,
+ "loss": 0.6362678439351162,
+ "clean_loss": 0.6505517721590595,
+ "noisy_loss_mean": 0.631506534527135
+ },
+ {
+ "train_step": 4800,
+ "loss": 0.5409201738839668,
+ "clean_loss": 0.5515989598936701,
+ "noisy_loss_mean": 0.537360578547399
+ },
+ {
+ "train_step": 4801,
+ "loss": 0.5290496082552033,
+ "clean_loss": 0.5362012645308389,
+ "noisy_loss_mean": 0.5266657228299914
+ },
+ {
+ "train_step": 4802,
+ "loss": 0.7250008011983512,
+ "clean_loss": 0.7182762652277631,
+ "noisy_loss_mean": 0.7272423131885472
+ },
+ {
+ "train_step": 4803,
+ "loss": 0.5279574982156746,
+ "clean_loss": 0.5117496676958807,
+ "noisy_loss_mean": 0.5333601083889393
+ },
+ {
+ "train_step": 4804,
+ "loss": 0.6032081849879085,
+ "clean_loss": 0.6079186256149381,
+ "noisy_loss_mean": 0.6016380381122319
+ },
+ {
+ "train_step": 4805,
+ "loss": 0.5138674502732566,
+ "clean_loss": 0.522735441731922,
+ "noisy_loss_mean": 0.5109114531203681
+ },
+ {
+ "train_step": 4806,
+ "loss": 0.7201412365116853,
+ "clean_loss": 0.7264722213745965,
+ "noisy_loss_mean": 0.718030908224048
+ },
+ {
+ "train_step": 4807,
+ "loss": 0.5083716065479544,
+ "clean_loss": 0.5151619976404207,
+ "noisy_loss_mean": 0.5061081428504658
+ },
+ {
+ "train_step": 4808,
+ "loss": 0.40023740736161784,
+ "clean_loss": 0.3966502568263121,
+ "noisy_loss_mean": 0.4014331242067198
+ },
+ {
+ "train_step": 4809,
+ "loss": 0.8554971956049606,
+ "clean_loss": 0.8553033830007546,
+ "noisy_loss_mean": 0.8555617998063626
+ },
+ {
+ "train_step": 4810,
+ "loss": 0.6066258561020887,
+ "clean_loss": 0.6059353693895472,
+ "noisy_loss_mean": 0.6068560183396026
+ },
+ {
+ "train_step": 4811,
+ "loss": 0.6261816758392571,
+ "clean_loss": 0.6418990903365386,
+ "noisy_loss_mean": 0.6209425376734967
+ },
+ {
+ "train_step": 4812,
+ "loss": 0.5871252655198741,
+ "clean_loss": 0.595031313629746,
+ "noisy_loss_mean": 0.5844899161499169
+ },
+ {
+ "train_step": 4813,
+ "loss": 0.3910482470126022,
+ "clean_loss": 0.3886095520325725,
+ "noisy_loss_mean": 0.3918611453392788
+ },
+ {
+ "train_step": 4814,
+ "loss": 0.7274487819468598,
+ "clean_loss": 0.7215093529967472,
+ "noisy_loss_mean": 0.7294285915968972
+ },
+ {
+ "train_step": 4815,
+ "loss": 0.7787411984002479,
+ "clean_loss": 0.7517018122935442,
+ "noisy_loss_mean": 0.7877543271024825
+ },
+ {
+ "train_step": 4816,
+ "loss": 0.492329148506345,
+ "clean_loss": 0.49350585582934475,
+ "noisy_loss_mean": 0.49193691273201173
+ },
+ {
+ "train_step": 4817,
+ "loss": 0.5710298835925947,
+ "clean_loss": 0.56575806202763,
+ "noisy_loss_mean": 0.5727871574475828
+ },
+ {
+ "train_step": 4818,
+ "loss": 0.517559504039755,
+ "clean_loss": 0.5163246355467713,
+ "noisy_loss_mean": 0.5179711268707496
+ },
+ {
+ "train_step": 4819,
+ "loss": 0.7184100381877205,
+ "clean_loss": 0.7007464491617822,
+ "noisy_loss_mean": 0.7242979011963665
+ },
+ {
+ "train_step": 4820,
+ "loss": 0.6626964229010782,
+ "clean_loss": 0.6604830216194154,
+ "noisy_loss_mean": 0.6634342233282992
+ },
+ {
+ "train_step": 4821,
+ "loss": 0.5472254533448757,
+ "clean_loss": 0.545708407447939,
+ "noisy_loss_mean": 0.5477311353105213
+ },
+ {
+ "train_step": 4822,
+ "loss": 0.6779559136295562,
+ "clean_loss": 0.6787881686188866,
+ "noisy_loss_mean": 0.6776784952997795
+ },
+ {
+ "train_step": 4823,
+ "loss": 0.6612955160386709,
+ "clean_loss": 0.6562366199376796,
+ "noisy_loss_mean": 0.6629818147390012
+ },
+ {
+ "train_step": 4824,
+ "loss": 0.4034453960965226,
+ "clean_loss": 0.4070083292897241,
+ "noisy_loss_mean": 0.4022577516987888
+ },
+ {
+ "train_step": 4825,
+ "loss": 0.5934933163470719,
+ "clean_loss": 0.5919139796070925,
+ "noisy_loss_mean": 0.5940197619270651
+ },
+ {
+ "train_step": 4826,
+ "loss": 0.5087690183486511,
+ "clean_loss": 0.5159009596327411,
+ "noisy_loss_mean": 0.5063917045872875
+ },
+ {
+ "train_step": 4827,
+ "loss": 0.571041853439781,
+ "clean_loss": 0.5580967990179093,
+ "noisy_loss_mean": 0.5753568715804048
+ },
+ {
+ "train_step": 4828,
+ "loss": 0.6128404194742854,
+ "clean_loss": 0.6047633034902665,
+ "noisy_loss_mean": 0.6155327914689582
+ },
+ {
+ "train_step": 4829,
+ "loss": 0.42365403834781956,
+ "clean_loss": 0.41653877955030355,
+ "noisy_loss_mean": 0.4260257912803249
+ },
+ {
+ "train_step": 4830,
+ "loss": 0.6562270538601697,
+ "clean_loss": 0.6544475060409141,
+ "noisy_loss_mean": 0.6568202364665882
+ },
+ {
+ "train_step": 4831,
+ "loss": 0.6959828607374687,
+ "clean_loss": 0.6970423522033746,
+ "noisy_loss_mean": 0.6956296969155001
+ },
+ {
+ "train_step": 4832,
+ "loss": 0.528661232684947,
+ "clean_loss": 0.5262831518712081,
+ "noisy_loss_mean": 0.5294539262895266
+ },
+ {
+ "train_step": 4833,
+ "loss": 0.5783059238350626,
+ "clean_loss": 0.5788820889050439,
+ "noisy_loss_mean": 0.5781138688117355
+ },
+ {
+ "train_step": 4834,
+ "loss": 0.5797865307338725,
+ "clean_loss": 0.5828963658537935,
+ "noisy_loss_mean": 0.5787499190272324
+ },
+ {
+ "train_step": 4835,
+ "loss": 0.6258269052044618,
+ "clean_loss": 0.6331279529691034,
+ "noisy_loss_mean": 0.6233932226162479
+ },
+ {
+ "train_step": 4836,
+ "loss": 0.4051093134066979,
+ "clean_loss": 0.4053305306845254,
+ "noisy_loss_mean": 0.40503557431408876
+ },
+ {
+ "train_step": 4837,
+ "loss": 0.576643764180707,
+ "clean_loss": 0.5718398960748073,
+ "noisy_loss_mean": 0.5782450535493401
+ },
+ {
+ "train_step": 4838,
+ "loss": 0.7363558280752847,
+ "clean_loss": 0.7349210665728414,
+ "noisy_loss_mean": 0.7368340819094324
+ },
+ {
+ "train_step": 4839,
+ "loss": 0.6384363395581889,
+ "clean_loss": 0.6306275558962415,
+ "noisy_loss_mean": 0.6410392674455048
+ },
+ {
+ "train_step": 4840,
+ "loss": 0.5491711999316348,
+ "clean_loss": 0.5480304915498082,
+ "noisy_loss_mean": 0.5495514360589103
+ },
+ {
+ "train_step": 4841,
+ "loss": 0.7089602439407765,
+ "clean_loss": 0.7123008455547638,
+ "noisy_loss_mean": 0.7078467100694473
+ },
+ {
+ "train_step": 4842,
+ "loss": 0.37691678472292955,
+ "clean_loss": 0.3721462217241345,
+ "noisy_loss_mean": 0.37850697238919456
+ },
+ {
+ "train_step": 4843,
+ "loss": 0.4073135302195998,
+ "clean_loss": 0.40727093435669026,
+ "noisy_loss_mean": 0.40732772884056967
+ },
+ {
+ "train_step": 4844,
+ "loss": 0.5330161768823937,
+ "clean_loss": 0.5449894435245166,
+ "noisy_loss_mean": 0.5290250880016859
+ },
+ {
+ "train_step": 4845,
+ "loss": 0.726190819620717,
+ "clean_loss": 0.7459476221775809,
+ "noisy_loss_mean": 0.7196052187684291
+ },
+ {
+ "train_step": 4846,
+ "loss": 0.5609460485573967,
+ "clean_loss": 0.5619227795577608,
+ "noisy_loss_mean": 0.5606204715572753
+ },
+ {
+ "train_step": 4847,
+ "loss": 0.5141289501712056,
+ "clean_loss": 0.510846893550765,
+ "noisy_loss_mean": 0.5152229690446859
+ },
+ {
+ "train_step": 4848,
+ "loss": 0.48429233051161563,
+ "clean_loss": 0.4952790663895919,
+ "noisy_loss_mean": 0.4806300852189569
+ },
+ {
+ "train_step": 4849,
+ "loss": 0.58992084571502,
+ "clean_loss": 0.5812454964945394,
+ "noisy_loss_mean": 0.5928126287885136
+ },
+ {
+ "train_step": 4850,
+ "loss": 0.5009188940122776,
+ "clean_loss": 0.5015696574741266,
+ "noisy_loss_mean": 0.500701972858328
+ },
+ {
+ "train_step": 4851,
+ "loss": 0.5697045571070714,
+ "clean_loss": 0.571477593231256,
+ "noisy_loss_mean": 0.5691135450656764
+ },
+ {
+ "train_step": 4852,
+ "loss": 0.5449079566028283,
+ "clean_loss": 0.551917643398372,
+ "noisy_loss_mean": 0.542571394337647
+ },
+ {
+ "train_step": 4853,
+ "loss": 0.501406495604312,
+ "clean_loss": 0.49661561380428776,
+ "noisy_loss_mean": 0.5030034562043201
+ },
+ {
+ "train_step": 4854,
+ "loss": 0.5376802850481599,
+ "clean_loss": 0.5481266797827491,
+ "noisy_loss_mean": 0.5341981534699635
+ },
+ {
+ "train_step": 4855,
+ "loss": 0.46977057605579253,
+ "clean_loss": 0.4954937583414888,
+ "noisy_loss_mean": 0.4611961819605605
+ },
+ {
+ "train_step": 4856,
+ "loss": 0.5313706500243216,
+ "clean_loss": 0.5200818525312888,
+ "noisy_loss_mean": 0.5351335825219993
+ },
+ {
+ "train_step": 4857,
+ "loss": 0.7109684314911257,
+ "clean_loss": 0.7098803884896266,
+ "noisy_loss_mean": 0.7113311124916253
+ },
+ {
+ "train_step": 4858,
+ "loss": 0.5786956583449349,
+ "clean_loss": 0.5748140472961834,
+ "noisy_loss_mean": 0.5799895286945187
+ },
+ {
+ "train_step": 4859,
+ "loss": 0.602740968566879,
+ "clean_loss": 0.5953230827334925,
+ "noisy_loss_mean": 0.6052135971780078
+ },
+ {
+ "train_step": 4860,
+ "loss": 0.7293292973876977,
+ "clean_loss": 0.7485932061916156,
+ "noisy_loss_mean": 0.7229079944530583
+ },
+ {
+ "train_step": 4861,
+ "loss": 0.5473887029776427,
+ "clean_loss": 0.5487671570705526,
+ "noisy_loss_mean": 0.5469292182800061
+ },
+ {
+ "train_step": 4862,
+ "loss": 0.6702960144916412,
+ "clean_loss": 0.6676876049720141,
+ "noisy_loss_mean": 0.6711654843315169
+ },
+ {
+ "train_step": 4863,
+ "loss": 0.5667634213297068,
+ "clean_loss": 0.5541183841383807,
+ "noisy_loss_mean": 0.5709784337268156
+ },
+ {
+ "train_step": 4864,
+ "loss": 0.5733998015303201,
+ "clean_loss": 0.568971363196577,
+ "noisy_loss_mean": 0.5748759476415679
+ },
+ {
+ "train_step": 4865,
+ "loss": 0.6569595179095251,
+ "clean_loss": 0.6468829357511767,
+ "noisy_loss_mean": 0.6603183786289746
+ },
+ {
+ "train_step": 4866,
+ "loss": 0.6259109893342473,
+ "clean_loss": 0.6325684549978118,
+ "noisy_loss_mean": 0.6236918341130591
+ },
+ {
+ "train_step": 4867,
+ "loss": 0.4560663303112192,
+ "clean_loss": 0.44958912692511444,
+ "noisy_loss_mean": 0.4582253981065874
+ },
+ {
+ "train_step": 4868,
+ "loss": 0.6148119477756424,
+ "clean_loss": 0.6356192436764838,
+ "noisy_loss_mean": 0.6078761824753619
+ },
+ {
+ "train_step": 4869,
+ "loss": 0.6009158858074177,
+ "clean_loss": 0.5969102479254791,
+ "noisy_loss_mean": 0.6022510984347306
+ },
+ {
+ "train_step": 4870,
+ "loss": 0.6165543774876019,
+ "clean_loss": 0.6013022979667291,
+ "noisy_loss_mean": 0.6216384039945596
+ },
+ {
+ "train_step": 4871,
+ "loss": 0.6361720918329973,
+ "clean_loss": 0.6356677170162457,
+ "noisy_loss_mean": 0.6363402167719144
+ },
+ {
+ "train_step": 4872,
+ "loss": 0.546836218493972,
+ "clean_loss": 0.5450194692926472,
+ "noisy_loss_mean": 0.5474418015610802
+ },
+ {
+ "train_step": 4873,
+ "loss": 0.614921597567376,
+ "clean_loss": 0.6280071842587278,
+ "noisy_loss_mean": 0.6105597353369253
+ },
+ {
+ "train_step": 4874,
+ "loss": 0.5124115336762538,
+ "clean_loss": 0.5103532067939547,
+ "noisy_loss_mean": 0.5130976426370203
+ },
+ {
+ "train_step": 4875,
+ "loss": 0.6444182872836012,
+ "clean_loss": 0.6533803228921632,
+ "noisy_loss_mean": 0.6414309420807472
+ },
+ {
+ "train_step": 4876,
+ "loss": 0.47387407257817243,
+ "clean_loss": 0.4742713264930207,
+ "noisy_loss_mean": 0.4737416546065563
+ },
+ {
+ "train_step": 4877,
+ "loss": 0.4506543185022186,
+ "clean_loss": 0.4459239453268333,
+ "noisy_loss_mean": 0.45223110956068036
+ },
+ {
+ "train_step": 4878,
+ "loss": 0.32217793503969716,
+ "clean_loss": 0.322887234883166,
+ "noisy_loss_mean": 0.3219415017585408
+ },
+ {
+ "train_step": 4879,
+ "loss": 0.4212116802585744,
+ "clean_loss": 0.43150966712464767,
+ "noisy_loss_mean": 0.4177790179698833
+ },
+ {
+ "train_step": 4880,
+ "loss": 0.6765142545859215,
+ "clean_loss": 0.6853431123642718,
+ "noisy_loss_mean": 0.673571301993138
+ },
+ {
+ "train_step": 4881,
+ "loss": 0.5509268009771452,
+ "clean_loss": 0.5434568240139,
+ "noisy_loss_mean": 0.5534167932982269
+ },
+ {
+ "train_step": 4882,
+ "loss": 0.43062849664469544,
+ "clean_loss": 0.43895962671348115,
+ "noisy_loss_mean": 0.4278514532884336
+ },
+ {
+ "train_step": 4883,
+ "loss": 0.4408998092120262,
+ "clean_loss": 0.4168701877860663,
+ "noisy_loss_mean": 0.4489096830206795
+ },
+ {
+ "train_step": 4884,
+ "loss": 0.5496802023678908,
+ "clean_loss": 0.541699406539841,
+ "noisy_loss_mean": 0.5523404676439073
+ },
+ {
+ "train_step": 4885,
+ "loss": 0.7164495437198355,
+ "clean_loss": 0.7181268506474843,
+ "noisy_loss_mean": 0.7158904414106191
+ },
+ {
+ "train_step": 4886,
+ "loss": 0.5450288350144679,
+ "clean_loss": 0.5573512684927153,
+ "noisy_loss_mean": 0.5409213571883854
+ },
+ {
+ "train_step": 4887,
+ "loss": 0.47826173835271796,
+ "clean_loss": 0.4729018798949264,
+ "noisy_loss_mean": 0.4800483578386485
+ },
+ {
+ "train_step": 4888,
+ "loss": 0.38029914926074965,
+ "clean_loss": 0.37503223009875963,
+ "noisy_loss_mean": 0.382054788981413
+ },
+ {
+ "train_step": 4889,
+ "loss": 0.5613771868902192,
+ "clean_loss": 0.5713761885872067,
+ "noisy_loss_mean": 0.5580441863245568
+ },
+ {
+ "train_step": 4890,
+ "loss": 0.41487396872335597,
+ "clean_loss": 0.41490639802174933,
+ "noisy_loss_mean": 0.41486315895722486
+ },
+ {
+ "train_step": 4891,
+ "loss": 0.7569887463801532,
+ "clean_loss": 0.76797678011848,
+ "noisy_loss_mean": 0.7533260684673776
+ },
+ {
+ "train_step": 4892,
+ "loss": 0.48617881038356014,
+ "clean_loss": 0.4837484628783222,
+ "noisy_loss_mean": 0.48698892621863954
+ },
+ {
+ "train_step": 4893,
+ "loss": 0.6694837884429227,
+ "clean_loss": 0.6590073639674096,
+ "noisy_loss_mean": 0.6729759299347604
+ },
+ {
+ "train_step": 4894,
+ "loss": 0.8076448710632826,
+ "clean_loss": 0.7996916175303733,
+ "noisy_loss_mean": 0.8102959555742525
+ },
+ {
+ "train_step": 4895,
+ "loss": 0.5934834238332564,
+ "clean_loss": 0.5970564129868466,
+ "noisy_loss_mean": 0.5922924274487262
+ },
+ {
+ "train_step": 4896,
+ "loss": 0.7098294347329471,
+ "clean_loss": 0.696287960945664,
+ "noisy_loss_mean": 0.7143432593287081
+ },
+ {
+ "train_step": 4897,
+ "loss": 0.7859839677410946,
+ "clean_loss": 0.770936378984982,
+ "noisy_loss_mean": 0.7909998306597988
+ },
+ {
+ "train_step": 4898,
+ "loss": 0.5282379263027469,
+ "clean_loss": 0.5473586677856204,
+ "noisy_loss_mean": 0.5218643458084556
+ },
+ {
+ "train_step": 4899,
+ "loss": 0.48452416802165693,
+ "clean_loss": 0.48028638133507395,
+ "noisy_loss_mean": 0.48593676358385124
+ },
+ {
+ "train_step": 4900,
+ "loss": 0.4241531195796384,
+ "clean_loss": 0.4252865836297313,
+ "noisy_loss_mean": 0.4237752982296074
+ },
+ {
+ "train_step": 4901,
+ "loss": 0.5556634144062829,
+ "clean_loss": 0.5665627928887237,
+ "noisy_loss_mean": 0.5520302882454692
+ },
+ {
+ "train_step": 4902,
+ "loss": 0.41894937788746334,
+ "clean_loss": 0.4162170107655842,
+ "noisy_loss_mean": 0.41986016692808975
+ },
+ {
+ "train_step": 4903,
+ "loss": 0.5484836311671097,
+ "clean_loss": 0.5460729451537403,
+ "noisy_loss_mean": 0.5492871931715663
+ },
+ {
+ "train_step": 4904,
+ "loss": 0.8465428621210865,
+ "clean_loss": 0.8649740220271543,
+ "noisy_loss_mean": 0.8403991421523972
+ },
+ {
+ "train_step": 4905,
+ "loss": 0.5254161477869519,
+ "clean_loss": 0.5322867326113891,
+ "noisy_loss_mean": 0.5231259528454727
+ },
+ {
+ "train_step": 4906,
+ "loss": 0.5130336127009785,
+ "clean_loss": 0.5198535625693177,
+ "noisy_loss_mean": 0.5107602960781988
+ },
+ {
+ "train_step": 4907,
+ "loss": 0.7250491245857285,
+ "clean_loss": 0.7349984571860213,
+ "noisy_loss_mean": 0.7217326803856309
+ },
+ {
+ "train_step": 4908,
+ "loss": 0.6289731872647679,
+ "clean_loss": 0.6324209879466932,
+ "noisy_loss_mean": 0.6278239203707929
+ },
+ {
+ "train_step": 4909,
+ "loss": 0.6592077925677621,
+ "clean_loss": 0.6657362185975925,
+ "noisy_loss_mean": 0.6570316505578186
+ },
+ {
+ "train_step": 4910,
+ "loss": 0.6429095272230724,
+ "clean_loss": 0.6448046774809484,
+ "noisy_loss_mean": 0.6422778104704471
+ },
+ {
+ "train_step": 4911,
+ "loss": 0.3992890668360617,
+ "clean_loss": 0.40194585787540477,
+ "noisy_loss_mean": 0.39840346982294733
+ },
+ {
+ "train_step": 4912,
+ "loss": 0.6908392451756792,
+ "clean_loss": 0.6943354593842422,
+ "noisy_loss_mean": 0.6896738404394916
+ },
+ {
+ "train_step": 4913,
+ "loss": 0.47572238837252256,
+ "clean_loss": 0.4662146287215237,
+ "noisy_loss_mean": 0.4788916415895222
+ },
+ {
+ "train_step": 4914,
+ "loss": 0.771818527376148,
+ "clean_loss": 0.7648926803284782,
+ "noisy_loss_mean": 0.7741271430587044
+ },
+ {
+ "train_step": 4915,
+ "loss": 0.4854237272667915,
+ "clean_loss": 0.47394897945830383,
+ "noisy_loss_mean": 0.48924864320295397
+ },
+ {
+ "train_step": 4916,
+ "loss": 0.5397676831597442,
+ "clean_loss": 0.5425255909694677,
+ "noisy_loss_mean": 0.5388483805565031
+ },
+ {
+ "train_step": 4917,
+ "loss": 0.5601732089826252,
+ "clean_loss": 0.5663550495376413,
+ "noisy_loss_mean": 0.5581125954642866
+ },
+ {
+ "train_step": 4918,
+ "loss": 0.9162433466890196,
+ "clean_loss": 0.8982478472076323,
+ "noisy_loss_mean": 0.9222418465161488
+ },
+ {
+ "train_step": 4919,
+ "loss": 0.33352262583486475,
+ "clean_loss": 0.3353683128384372,
+ "noisy_loss_mean": 0.33290739683367393
+ },
+ {
+ "train_step": 4920,
+ "loss": 0.6366337225276784,
+ "clean_loss": 0.6434823045597632,
+ "noisy_loss_mean": 0.6343508618503167
+ },
+ {
+ "train_step": 4921,
+ "loss": 0.532086653492352,
+ "clean_loss": 0.5365491630578744,
+ "noisy_loss_mean": 0.5305991503038444
+ },
+ {
+ "train_step": 4922,
+ "loss": 0.6680054533320761,
+ "clean_loss": 0.6634768959219063,
+ "noisy_loss_mean": 0.6695149724687992
+ },
+ {
+ "train_step": 4923,
+ "loss": 0.5654432013098378,
+ "clean_loss": 0.5551884123570131,
+ "noisy_loss_mean": 0.5688614642941129
+ },
+ {
+ "train_step": 4924,
+ "loss": 0.491511413730401,
+ "clean_loss": 0.4839784765527894,
+ "noisy_loss_mean": 0.49402239278960486
+ },
+ {
+ "train_step": 4925,
+ "loss": 0.5218423600742776,
+ "clean_loss": 0.5329869373983287,
+ "noisy_loss_mean": 0.5181275009662606
+ },
+ {
+ "train_step": 4926,
+ "loss": 0.5153187455165449,
+ "clean_loss": 0.5068598207320599,
+ "noisy_loss_mean": 0.5181383871113733
+ },
+ {
+ "train_step": 4927,
+ "loss": 0.4075452057865965,
+ "clean_loss": 0.3999388609817977,
+ "noisy_loss_mean": 0.41008065405486277
+ },
+ {
+ "train_step": 4928,
+ "loss": 0.6373472563486523,
+ "clean_loss": 0.6358635173696535,
+ "noisy_loss_mean": 0.6378418360083186
+ },
+ {
+ "train_step": 4929,
+ "loss": 0.5698731114775073,
+ "clean_loss": 0.5709178982050337,
+ "noisy_loss_mean": 0.5695248492349986
+ },
+ {
+ "train_step": 4930,
+ "loss": 0.5652476816786474,
+ "clean_loss": 0.5670995079527443,
+ "noisy_loss_mean": 0.5646304062539484
+ },
+ {
+ "train_step": 4931,
+ "loss": 0.4840050458253672,
+ "clean_loss": 0.4884534379010239,
+ "noisy_loss_mean": 0.482522248466815
+ },
+ {
+ "train_step": 4932,
+ "loss": 0.6259088442661822,
+ "clean_loss": 0.6233084782219109,
+ "noisy_loss_mean": 0.6267756329476061
+ },
+ {
+ "train_step": 4933,
+ "loss": 0.6074475752018793,
+ "clean_loss": 0.6091731821028239,
+ "noisy_loss_mean": 0.6068723729015644
+ },
+ {
+ "train_step": 4934,
+ "loss": 0.493880503211287,
+ "clean_loss": 0.4977737085243608,
+ "noisy_loss_mean": 0.4925827681069291
+ },
+ {
+ "train_step": 4935,
+ "loss": 0.6160679021024199,
+ "clean_loss": 0.6144209559230894,
+ "noisy_loss_mean": 0.6166168841621967
+ },
+ {
+ "train_step": 4936,
+ "loss": 0.5105699237082666,
+ "clean_loss": 0.48331452290630134,
+ "noisy_loss_mean": 0.5196550573089217
+ },
+ {
+ "train_step": 4937,
+ "loss": 0.4885626872366572,
+ "clean_loss": 0.5002302440391967,
+ "noisy_loss_mean": 0.48467350163581063
+ },
+ {
+ "train_step": 4938,
+ "loss": 0.7516275585939904,
+ "clean_loss": 0.75936281553085,
+ "noisy_loss_mean": 0.7490491396150372
+ },
+ {
+ "train_step": 4939,
+ "loss": 0.5460717627718872,
+ "clean_loss": 0.5449131488600918,
+ "noisy_loss_mean": 0.5464579674091522
+ },
+ {
+ "train_step": 4940,
+ "loss": 0.5938397918999213,
+ "clean_loss": 0.5778674045382577,
+ "noisy_loss_mean": 0.5991639210204759
+ },
+ {
+ "train_step": 4941,
+ "loss": 0.542169014754519,
+ "clean_loss": 0.5466145683265281,
+ "noisy_loss_mean": 0.5406871635638493
+ },
+ {
+ "train_step": 4942,
+ "loss": 0.5401040654087166,
+ "clean_loss": 0.5343556830809282,
+ "noisy_loss_mean": 0.5420201928513128
+ },
+ {
+ "train_step": 4943,
+ "loss": 0.6748205762727293,
+ "clean_loss": 0.6770657607432419,
+ "noisy_loss_mean": 0.6740721814492251
+ },
+ {
+ "train_step": 4944,
+ "loss": 0.5451455440067413,
+ "clean_loss": 0.5535356533346488,
+ "noisy_loss_mean": 0.5423488408974388
+ },
+ {
+ "train_step": 4945,
+ "loss": 0.47540891525613505,
+ "clean_loss": 0.4731457266032233,
+ "noisy_loss_mean": 0.4761633114737723
+ },
+ {
+ "train_step": 4946,
+ "loss": 0.706810404939793,
+ "clean_loss": 0.7054015012751114,
+ "noisy_loss_mean": 0.7072800394946869
+ },
+ {
+ "train_step": 4947,
+ "loss": 0.5795188136219885,
+ "clean_loss": 0.5867431541488701,
+ "noisy_loss_mean": 0.577110700113028
+ },
+ {
+ "train_step": 4948,
+ "loss": 0.5619623877554147,
+ "clean_loss": 0.5687689305105489,
+ "noisy_loss_mean": 0.5596935401703701
+ },
+ {
+ "train_step": 4949,
+ "loss": 0.6659931520856641,
+ "clean_loss": 0.6547197815801679,
+ "noisy_loss_mean": 0.6697509422541628
+ },
+ {
+ "train_step": 4950,
+ "loss": 0.5725167966421958,
+ "clean_loss": 0.5819279566916404,
+ "noisy_loss_mean": 0.569379743292381
+ },
+ {
+ "train_step": 4951,
+ "loss": 0.5080634253248705,
+ "clean_loss": 0.5077988690762417,
+ "noisy_loss_mean": 0.5081516107410801
+ },
+ {
+ "train_step": 4952,
+ "loss": 0.6421092269068293,
+ "clean_loss": 0.6346168473414799,
+ "noisy_loss_mean": 0.6446066867619457
+ },
+ {
+ "train_step": 4953,
+ "loss": 0.5214172792103626,
+ "clean_loss": 0.5201059443923004,
+ "noisy_loss_mean": 0.5218543908163834
+ },
+ {
+ "train_step": 4954,
+ "loss": 0.5696220887534763,
+ "clean_loss": 0.5467127231000696,
+ "noisy_loss_mean": 0.5772585439712786
+ },
+ {
+ "train_step": 4955,
+ "loss": 0.7372350220447977,
+ "clean_loss": 0.73936544825284,
+ "noisy_loss_mean": 0.7365248799754504
+ },
+ {
+ "train_step": 4956,
+ "loss": 0.4351654193008127,
+ "clean_loss": 0.43726455854573004,
+ "noisy_loss_mean": 0.4344657062191737
+ },
+ {
+ "train_step": 4957,
+ "loss": 0.4128506153949517,
+ "clean_loss": 0.41333739376962814,
+ "noisy_loss_mean": 0.4126883559367262
+ },
+ {
+ "train_step": 4958,
+ "loss": 0.616715542642801,
+ "clean_loss": 0.6268614531539921,
+ "noisy_loss_mean": 0.613333572472404
+ },
+ {
+ "train_step": 4959,
+ "loss": 0.5709594173662713,
+ "clean_loss": 0.5722111523916774,
+ "noisy_loss_mean": 0.5705421723578027
+ },
+ {
+ "train_step": 4960,
+ "loss": 0.5853207021443642,
+ "clean_loss": 0.5808555913432206,
+ "noisy_loss_mean": 0.586809072411412
+ },
+ {
+ "train_step": 4961,
+ "loss": 0.6223660636701707,
+ "clean_loss": 0.6318242957557583,
+ "noisy_loss_mean": 0.6192133196416415
+ },
+ {
+ "train_step": 4962,
+ "loss": 0.4932824400393253,
+ "clean_loss": 0.5040676104658308,
+ "noisy_loss_mean": 0.48968738323049005
+ },
+ {
+ "train_step": 4963,
+ "loss": 0.5684083707938776,
+ "clean_loss": 0.5607154150629391,
+ "noisy_loss_mean": 0.5709726893708571
+ },
+ {
+ "train_step": 4964,
+ "loss": 0.611041777865392,
+ "clean_loss": 0.6033525493408157,
+ "noisy_loss_mean": 0.6136048540402507
+ },
+ {
+ "train_step": 4965,
+ "loss": 0.7110124880850629,
+ "clean_loss": 0.7099509556095627,
+ "noisy_loss_mean": 0.7113663322435629
+ },
+ {
+ "train_step": 4966,
+ "loss": 0.5157300124565677,
+ "clean_loss": 0.5209678458217695,
+ "noisy_loss_mean": 0.5139840680015004
+ },
+ {
+ "train_step": 4967,
+ "loss": 0.7124794935270309,
+ "clean_loss": 0.7260524495764182,
+ "noisy_loss_mean": 0.7079551748439018
+ },
+ {
+ "train_step": 4968,
+ "loss": 0.6091704632207782,
+ "clean_loss": 0.5972047072557036,
+ "noisy_loss_mean": 0.6131590485424697
+ },
+ {
+ "train_step": 4969,
+ "loss": 0.350930104474395,
+ "clean_loss": 0.3491196767069569,
+ "noisy_loss_mean": 0.35153358039687427
+ },
+ {
+ "train_step": 4970,
+ "loss": 0.5133131344431392,
+ "clean_loss": 0.5296369788720174,
+ "noisy_loss_mean": 0.5078718529668463
+ },
+ {
+ "train_step": 4971,
+ "loss": 0.5585109505908816,
+ "clean_loss": 0.5509189583992545,
+ "noisy_loss_mean": 0.5610416146547573
+ },
+ {
+ "train_step": 4972,
+ "loss": 0.5857012205298591,
+ "clean_loss": 0.606312459427371,
+ "noisy_loss_mean": 0.5788308075640217
+ },
+ {
+ "train_step": 4973,
+ "loss": 0.7672021405497791,
+ "clean_loss": 0.764142254001199,
+ "noisy_loss_mean": 0.768222102732639
+ },
+ {
+ "train_step": 4974,
+ "loss": 0.45990904990493164,
+ "clean_loss": 0.44991789982358005,
+ "noisy_loss_mean": 0.4632394332653822
+ },
+ {
+ "train_step": 4975,
+ "loss": 0.4965266491528051,
+ "clean_loss": 0.5010554221600212,
+ "noisy_loss_mean": 0.4950170581503997
+ },
+ {
+ "train_step": 4976,
+ "loss": 0.5405841419348648,
+ "clean_loss": 0.522616625757579,
+ "noisy_loss_mean": 0.5465733139939601
+ },
+ {
+ "train_step": 4977,
+ "loss": 0.768714281411111,
+ "clean_loss": 0.7717305885334824,
+ "noisy_loss_mean": 0.7677088457036539
+ },
+ {
+ "train_step": 4978,
+ "loss": 0.6861367892365633,
+ "clean_loss": 0.6919489820270541,
+ "noisy_loss_mean": 0.684199391639733
+ },
+ {
+ "train_step": 4979,
+ "loss": 0.579856775119414,
+ "clean_loss": 0.5874884499568674,
+ "noisy_loss_mean": 0.5773128835069294
+ },
+ {
+ "train_step": 4980,
+ "loss": 0.5390863906349824,
+ "clean_loss": 0.5360331946997688,
+ "noisy_loss_mean": 0.540104122613387
+ },
+ {
+ "train_step": 4981,
+ "loss": 0.4579113533076219,
+ "clean_loss": 0.4637118623564845,
+ "noisy_loss_mean": 0.45597785029133436
+ },
+ {
+ "train_step": 4982,
+ "loss": 0.6248207410778075,
+ "clean_loss": 0.6140739877289721,
+ "noisy_loss_mean": 0.628402992194086
+ },
+ {
+ "train_step": 4983,
+ "loss": 0.5539926155491025,
+ "clean_loss": 0.542730046318625,
+ "noisy_loss_mean": 0.557746805292595
+ },
+ {
+ "train_step": 4984,
+ "loss": 0.40385074473531013,
+ "clean_loss": 0.4081151267498697,
+ "noisy_loss_mean": 0.40242928406379025
+ },
+ {
+ "train_step": 4985,
+ "loss": 0.5593294344381993,
+ "clean_loss": 0.5583145839162063,
+ "noisy_loss_mean": 0.5596677179455303
+ },
+ {
+ "train_step": 4986,
+ "loss": 0.7150897911715297,
+ "clean_loss": 0.7100067453780554,
+ "noisy_loss_mean": 0.7167841397693544
+ },
+ {
+ "train_step": 4987,
+ "loss": 0.5707076596058751,
+ "clean_loss": 0.5705891241029502,
+ "noisy_loss_mean": 0.5707471714401834
+ },
+ {
+ "train_step": 4988,
+ "loss": 0.5650257753750919,
+ "clean_loss": 0.5507109440379889,
+ "noisy_loss_mean": 0.5697973858207929
+ },
+ {
+ "train_step": 4989,
+ "loss": 0.4576212890969706,
+ "clean_loss": 0.475907916155428,
+ "noisy_loss_mean": 0.4515257467441514
+ },
+ {
+ "train_step": 4990,
+ "loss": 0.6549923695972417,
+ "clean_loss": 0.6597480611660653,
+ "noisy_loss_mean": 0.6534071390743006
+ },
+ {
+ "train_step": 4991,
+ "loss": 0.37650934331817876,
+ "clean_loss": 0.37066154638744775,
+ "noisy_loss_mean": 0.3784586089617557
+ },
+ {
+ "train_step": 4992,
+ "loss": 0.5462833137965725,
+ "clean_loss": 0.5463673040327918,
+ "noisy_loss_mean": 0.5462553170511661
+ },
+ {
+ "train_step": 4993,
+ "loss": 0.7191163974538708,
+ "clean_loss": 0.7304813717447207,
+ "noisy_loss_mean": 0.7153280726902542
+ },
+ {
+ "train_step": 4994,
+ "loss": 0.7747293163221962,
+ "clean_loss": 0.7865361916500557,
+ "noisy_loss_mean": 0.7707936912129097
+ },
+ {
+ "train_step": 4995,
+ "loss": 0.604586232690593,
+ "clean_loss": 0.5967515248398831,
+ "noisy_loss_mean": 0.6071978019741628
+ },
+ {
+ "train_step": 4996,
+ "loss": 0.697895389034301,
+ "clean_loss": 0.6955156379544735,
+ "noisy_loss_mean": 0.6986886393942436
+ },
+ {
+ "train_step": 4997,
+ "loss": 0.4909091701227942,
+ "clean_loss": 0.49932116621811934,
+ "noisy_loss_mean": 0.4881051714243525
+ },
+ {
+ "train_step": 4998,
+ "loss": 0.32403732192515655,
+ "clean_loss": 0.32558510286627873,
+ "noisy_loss_mean": 0.3235213949447825
+ },
+ {
+ "train_step": 4999,
+ "loss": 0.6645527331948486,
+ "clean_loss": 0.6618434190684137,
+ "noisy_loss_mean": 0.6654558379036604
+ },
+ {
+ "train_step": 5000,
+ "loss": 0.4023494630703357,
+ "clean_loss": 0.402568855123486,
+ "noisy_loss_mean": 0.40227633238595234
+ },
+ {
+ "train_step": 5001,
+ "loss": 0.5666102233303,
+ "clean_loss": 0.5721289247650703,
+ "noisy_loss_mean": 0.5647706561853765
+ },
+ {
+ "train_step": 5002,
+ "loss": 0.6193430666035686,
+ "clean_loss": 0.6270995318788215,
+ "noisy_loss_mean": 0.6167575781784843
+ },
+ {
+ "train_step": 5003,
+ "loss": 0.6678134753741234,
+ "clean_loss": 0.676517151425889,
+ "noisy_loss_mean": 0.6649122500235348
+ },
+ {
+ "train_step": 5004,
+ "loss": 0.45532695209230534,
+ "clean_loss": 0.447779426192574,
+ "noisy_loss_mean": 0.4578427940588825
+ },
+ {
+ "train_step": 5005,
+ "loss": 0.6065433940026341,
+ "clean_loss": 0.5937675498300684,
+ "noisy_loss_mean": 0.6108020087268226
+ },
+ {
+ "train_step": 5006,
+ "loss": 0.40792321273899523,
+ "clean_loss": 0.39657579962151446,
+ "noisy_loss_mean": 0.4117056837781554
+ },
+ {
+ "train_step": 5007,
+ "loss": 0.676118584567995,
+ "clean_loss": 0.6736705529194531,
+ "noisy_loss_mean": 0.6769345951175091
+ },
+ {
+ "train_step": 5008,
+ "loss": 0.6221524656809401,
+ "clean_loss": 0.6273213329646176,
+ "noisy_loss_mean": 0.6204295099197142
+ },
+ {
+ "train_step": 5009,
+ "loss": 0.6382200053945277,
+ "clean_loss": 0.6403525185784138,
+ "noisy_loss_mean": 0.6375091676665657
+ },
+ {
+ "train_step": 5010,
+ "loss": 0.5221619774407025,
+ "clean_loss": 0.5094170676451952,
+ "noisy_loss_mean": 0.5264102807058717
+ },
+ {
+ "train_step": 5011,
+ "loss": 0.5311556203342542,
+ "clean_loss": 0.5380804375293536,
+ "noisy_loss_mean": 0.5288473479358876
+ },
+ {
+ "train_step": 5012,
+ "loss": 0.5395355198327308,
+ "clean_loss": 0.5464599854756934,
+ "noisy_loss_mean": 0.5372273646184099
+ },
+ {
+ "train_step": 5013,
+ "loss": 0.43346654584496036,
+ "clean_loss": 0.44223783387163185,
+ "noisy_loss_mean": 0.43054278316940325
+ },
+ {
+ "train_step": 5014,
+ "loss": 0.4140325317380043,
+ "clean_loss": 0.4149838217921032,
+ "noisy_loss_mean": 0.4137154350533047
+ },
+ {
+ "train_step": 5015,
+ "loss": 0.6014614425529695,
+ "clean_loss": 0.6155699765633948,
+ "noisy_loss_mean": 0.5967585978828277
+ },
+ {
+ "train_step": 5016,
+ "loss": 0.6197987487795019,
+ "clean_loss": 0.6241691505403003,
+ "noisy_loss_mean": 0.618341948192569
+ },
+ {
+ "train_step": 5017,
+ "loss": 0.6857457380077172,
+ "clean_loss": 0.6816934686879468,
+ "noisy_loss_mean": 0.6870964944476405
+ },
+ {
+ "train_step": 5018,
+ "loss": 0.468133547883827,
+ "clean_loss": 0.47473706879433575,
+ "noisy_loss_mean": 0.46593237424699074
+ },
+ {
+ "train_step": 5019,
+ "loss": 0.5733697477005725,
+ "clean_loss": 0.5692373173437735,
+ "noisy_loss_mean": 0.5747472244861721
+ },
+ {
+ "train_step": 5020,
+ "loss": 0.3902134819371644,
+ "clean_loss": 0.3933824304291272,
+ "noisy_loss_mean": 0.38915716577317677
+ },
+ {
+ "train_step": 5021,
+ "loss": 0.4693310149811134,
+ "clean_loss": 0.470721009671182,
+ "noisy_loss_mean": 0.4688676834177572
+ },
+ {
+ "train_step": 5022,
+ "loss": 0.4556350946051197,
+ "clean_loss": 0.4501320377269429,
+ "noisy_loss_mean": 0.45746944689784536
+ },
+ {
+ "train_step": 5023,
+ "loss": 0.5659303059002333,
+ "clean_loss": 0.5730070191784239,
+ "noisy_loss_mean": 0.5635714014741698
+ },
+ {
+ "train_step": 5024,
+ "loss": 0.5246222508056919,
+ "clean_loss": 0.5218662348698221,
+ "noisy_loss_mean": 0.5255409227843151
+ },
+ {
+ "train_step": 5025,
+ "loss": 0.5475660702274308,
+ "clean_loss": 0.5470126955273833,
+ "noisy_loss_mean": 0.54775052846078
+ },
+ {
+ "train_step": 5026,
+ "loss": 0.4920420380047642,
+ "clean_loss": 0.4914224279104992,
+ "noisy_loss_mean": 0.4922485747028526
+ },
+ {
+ "train_step": 5027,
+ "loss": 0.5165796929980386,
+ "clean_loss": 0.5232356905663784,
+ "noisy_loss_mean": 0.5143610271419252
+ },
+ {
+ "train_step": 5028,
+ "loss": 0.7345492208341394,
+ "clean_loss": 0.7060494095690518,
+ "noisy_loss_mean": 0.7440491579225018
+ },
+ {
+ "train_step": 5029,
+ "loss": 0.46017722680457485,
+ "clean_loss": 0.44894796506230816,
+ "noisy_loss_mean": 0.463920314051997
+ },
+ {
+ "train_step": 5030,
+ "loss": 0.605826418531328,
+ "clean_loss": 0.6108711798830923,
+ "noisy_loss_mean": 0.6041448314140734
+ },
+ {
+ "train_step": 5031,
+ "loss": 0.47279538258717,
+ "clean_loss": 0.4545071094040495,
+ "noisy_loss_mean": 0.47889147364821016
+ },
+ {
+ "train_step": 5032,
+ "loss": 0.613361910153482,
+ "clean_loss": 0.6049992276431029,
+ "noisy_loss_mean": 0.616149470990275
+ },
+ {
+ "train_step": 5033,
+ "loss": 0.6429994132656132,
+ "clean_loss": 0.6663029407384655,
+ "noisy_loss_mean": 0.6352315707746624
+ },
+ {
+ "train_step": 5034,
+ "loss": 0.6984435688883819,
+ "clean_loss": 0.7070939470899424,
+ "noisy_loss_mean": 0.6955601094878617
+ },
+ {
+ "train_step": 5035,
+ "loss": 0.7573740595884839,
+ "clean_loss": 0.7640373930094118,
+ "noisy_loss_mean": 0.7551529484481746
+ },
+ {
+ "train_step": 5036,
+ "loss": 0.8247610669068659,
+ "clean_loss": 0.8096022287655003,
+ "noisy_loss_mean": 0.8298140129539876
+ },
+ {
+ "train_step": 5037,
+ "loss": 0.7191227754660253,
+ "clean_loss": 0.718534807724244,
+ "noisy_loss_mean": 0.7193187647132856
+ },
+ {
+ "train_step": 5038,
+ "loss": 0.3509597150445891,
+ "clean_loss": 0.3494352591650728,
+ "noisy_loss_mean": 0.35146786700442795
+ },
+ {
+ "train_step": 5039,
+ "loss": 0.34162046112886585,
+ "clean_loss": 0.334432798805835,
+ "noisy_loss_mean": 0.3440163485698761
+ },
+ {
+ "train_step": 5040,
+ "loss": 0.6752475999512662,
+ "clean_loss": 0.6852969071256747,
+ "noisy_loss_mean": 0.6718978308931298
+ },
+ {
+ "train_step": 5041,
+ "loss": 0.5038920372026623,
+ "clean_loss": 0.511924726784391,
+ "noisy_loss_mean": 0.5012144740087526
+ },
+ {
+ "train_step": 5042,
+ "loss": 0.43364994232894666,
+ "clean_loss": 0.4355182236646434,
+ "noisy_loss_mean": 0.4330271818837144
+ },
+ {
+ "train_step": 5043,
+ "loss": 0.3573316852904329,
+ "clean_loss": 0.3580153432535475,
+ "noisy_loss_mean": 0.357103799302728
+ },
+ {
+ "train_step": 5044,
+ "loss": 0.7937486264248661,
+ "clean_loss": 0.8092841071761806,
+ "noisy_loss_mean": 0.7885701328410946
+ },
+ {
+ "train_step": 5045,
+ "loss": 0.502533201438518,
+ "clean_loss": 0.5083804048875076,
+ "noisy_loss_mean": 0.5005841336221882
+ },
+ {
+ "train_step": 5046,
+ "loss": 0.4308364946309797,
+ "clean_loss": 0.42216353366633264,
+ "noisy_loss_mean": 0.4337274816191954
+ },
+ {
+ "train_step": 5047,
+ "loss": 0.5772671569575769,
+ "clean_loss": 0.5854425104022785,
+ "noisy_loss_mean": 0.5745420391426763
+ },
+ {
+ "train_step": 5048,
+ "loss": 0.5136839043132324,
+ "clean_loss": 0.517968731999265,
+ "noisy_loss_mean": 0.5122556284178882
+ },
+ {
+ "train_step": 5049,
+ "loss": 0.5524986865717911,
+ "clean_loss": 0.5440041928856101,
+ "noisy_loss_mean": 0.5553301844671847
+ },
+ {
+ "train_step": 5050,
+ "loss": 0.533866572485495,
+ "clean_loss": 0.5355874384200426,
+ "noisy_loss_mean": 0.5332929505073124
+ },
+ {
+ "train_step": 5051,
+ "loss": 0.5621170347974085,
+ "clean_loss": 0.5703374051248806,
+ "noisy_loss_mean": 0.5593769113549178
+ },
+ {
+ "train_step": 5052,
+ "loss": 0.7865495971053025,
+ "clean_loss": 0.7860207931374275,
+ "noisy_loss_mean": 0.7867258650945943
+ },
+ {
+ "train_step": 5053,
+ "loss": 0.6549823774803949,
+ "clean_loss": 0.6573152974857526,
+ "noisy_loss_mean": 0.6542047374786089
+ },
+ {
+ "train_step": 5054,
+ "loss": 0.6796636143958418,
+ "clean_loss": 0.6826133954955349,
+ "noisy_loss_mean": 0.6786803540292774
+ },
+ {
+ "train_step": 5055,
+ "loss": 0.604316520264452,
+ "clean_loss": 0.6098018080529997,
+ "noisy_loss_mean": 0.6024880910016028
+ },
+ {
+ "train_step": 5056,
+ "loss": 0.5275086035157535,
+ "clean_loss": 0.5294660009047378,
+ "noisy_loss_mean": 0.5268561377194253
+ },
+ {
+ "train_step": 5057,
+ "loss": 0.3941559822507279,
+ "clean_loss": 0.4012017150753853,
+ "noisy_loss_mean": 0.3918074046425088
+ },
+ {
+ "train_step": 5058,
+ "loss": 0.5958290095048895,
+ "clean_loss": 0.5855166513880513,
+ "noisy_loss_mean": 0.5992664622105023
+ },
+ {
+ "train_step": 5059,
+ "loss": 0.631885488793511,
+ "clean_loss": 0.638511974950486,
+ "noisy_loss_mean": 0.6296766600745193
+ },
+ {
+ "train_step": 5060,
+ "loss": 0.36083651747656525,
+ "clean_loss": 0.3592608725145244,
+ "noisy_loss_mean": 0.36136173246391223
+ },
+ {
+ "train_step": 5061,
+ "loss": 0.6566719900717852,
+ "clean_loss": 0.6702857644481898,
+ "noisy_loss_mean": 0.6521340652796505
+ },
+ {
+ "train_step": 5062,
+ "loss": 0.6885584782335189,
+ "clean_loss": 0.6921467981786855,
+ "noisy_loss_mean": 0.68736237158513
+ },
+ {
+ "train_step": 5063,
+ "loss": 0.6354552150632864,
+ "clean_loss": 0.6328345833656028,
+ "noisy_loss_mean": 0.6363287589625143
+ },
+ {
+ "train_step": 5064,
+ "loss": 0.47805186865980354,
+ "clean_loss": 0.4863641997382626,
+ "noisy_loss_mean": 0.4752810916336505
+ },
+ {
+ "train_step": 5065,
+ "loss": 0.5621715349176883,
+ "clean_loss": 0.5613729759430915,
+ "noisy_loss_mean": 0.5624377212425539
+ },
+ {
+ "train_step": 5066,
+ "loss": 0.4920209385542863,
+ "clean_loss": 0.4907201021501454,
+ "noisy_loss_mean": 0.49245455068899996
+ },
+ {
+ "train_step": 5067,
+ "loss": 0.6988571393983187,
+ "clean_loss": 0.7034671440837571,
+ "noisy_loss_mean": 0.6973204711698394
+ },
+ {
+ "train_step": 5068,
+ "loss": 0.8094149866974653,
+ "clean_loss": 0.8063991381396001,
+ "noisy_loss_mean": 0.8104202695500868
+ },
+ {
+ "train_step": 5069,
+ "loss": 0.4101941879387629,
+ "clean_loss": 0.40926707024975767,
+ "noisy_loss_mean": 0.4105032271684313
+ },
+ {
+ "train_step": 5070,
+ "loss": 0.556170983711472,
+ "clean_loss": 0.5529550464598503,
+ "noisy_loss_mean": 0.557242962795346
+ },
+ {
+ "train_step": 5071,
+ "loss": 0.5038262763724226,
+ "clean_loss": 0.5126655903493565,
+ "noisy_loss_mean": 0.5008798383801113
+ },
+ {
+ "train_step": 5072,
+ "loss": 0.5777123925491078,
+ "clean_loss": 0.5664081806081629,
+ "noisy_loss_mean": 0.5814804631960895
+ },
+ {
+ "train_step": 5073,
+ "loss": 0.5708185072083563,
+ "clean_loss": 0.583292476215812,
+ "noisy_loss_mean": 0.5666605175392042
+ },
+ {
+ "train_step": 5074,
+ "loss": 0.4382097429210533,
+ "clean_loss": 0.4314070167303563,
+ "noisy_loss_mean": 0.4404773183179523
+ },
+ {
+ "train_step": 5075,
+ "loss": 0.5791441976525362,
+ "clean_loss": 0.5829706532071883,
+ "noisy_loss_mean": 0.5778687124676524
+ },
+ {
+ "train_step": 5076,
+ "loss": 0.6318275641111797,
+ "clean_loss": 0.6224262810544093,
+ "noisy_loss_mean": 0.6349613251301031
+ },
+ {
+ "train_step": 5077,
+ "loss": 0.690387073555489,
+ "clean_loss": 0.6988102053642176,
+ "noisy_loss_mean": 0.6875793629525795
+ },
+ {
+ "train_step": 5078,
+ "loss": 0.6365693134665726,
+ "clean_loss": 0.6484981888867677,
+ "noisy_loss_mean": 0.632593021659841
+ },
+ {
+ "train_step": 5079,
+ "loss": 0.5803903579444244,
+ "clean_loss": 0.5708087534816642,
+ "noisy_loss_mean": 0.5835842260986779
+ },
+ {
+ "train_step": 5080,
+ "loss": 0.6582844477421878,
+ "clean_loss": 0.6582297438609463,
+ "noisy_loss_mean": 0.6583026823692681
+ },
+ {
+ "train_step": 5081,
+ "loss": 0.6584007358675423,
+ "clean_loss": 0.6429252869571256,
+ "noisy_loss_mean": 0.6635592188376811
+ },
+ {
+ "train_step": 5082,
+ "loss": 0.43992581010589915,
+ "clean_loss": 0.4307362422822837,
+ "noisy_loss_mean": 0.4429889993804376
+ },
+ {
+ "train_step": 5083,
+ "loss": 0.4446702725529086,
+ "clean_loss": 0.4572303614284386,
+ "noisy_loss_mean": 0.4404835762610652
+ },
+ {
+ "train_step": 5084,
+ "loss": 0.5761059708811316,
+ "clean_loss": 0.5730600752633472,
+ "noisy_loss_mean": 0.577121269420393
+ },
+ {
+ "train_step": 5085,
+ "loss": 0.6849532753937878,
+ "clean_loss": 0.6899299195588772,
+ "noisy_loss_mean": 0.6832943940054248
+ },
+ {
+ "train_step": 5086,
+ "loss": 0.31329718850228305,
+ "clean_loss": 0.297706379424354,
+ "noisy_loss_mean": 0.3184941248615927
+ },
+ {
+ "train_step": 5087,
+ "loss": 0.5209939171401865,
+ "clean_loss": 0.5095857575161044,
+ "noisy_loss_mean": 0.5247966370148806
+ },
+ {
+ "train_step": 5088,
+ "loss": 0.5759618949361978,
+ "clean_loss": 0.5605770930499036,
+ "noisy_loss_mean": 0.5810901622316291
+ },
+ {
+ "train_step": 5089,
+ "loss": 0.637398330389614,
+ "clean_loss": 0.6337701862207872,
+ "noisy_loss_mean": 0.6386077117792229
+ },
+ {
+ "train_step": 5090,
+ "loss": 0.6494538373203951,
+ "clean_loss": 0.6597723627437875,
+ "noisy_loss_mean": 0.6460143288459309
+ },
+ {
+ "train_step": 5091,
+ "loss": 0.5334317580273344,
+ "clean_loss": 0.5100332976168458,
+ "noisy_loss_mean": 0.5412312448308306
+ },
+ {
+ "train_step": 5092,
+ "loss": 0.4951459014523165,
+ "clean_loss": 0.4962088237048044,
+ "noisy_loss_mean": 0.4947915940348205
+ },
+ {
+ "train_step": 5093,
+ "loss": 0.6303287710961194,
+ "clean_loss": 0.6142197759343324,
+ "noisy_loss_mean": 0.6356984361500485
+ },
+ {
+ "train_step": 5094,
+ "loss": 0.5951834004272035,
+ "clean_loss": 0.59482963113153,
+ "noisy_loss_mean": 0.5953013235257614
+ },
+ {
+ "train_step": 5095,
+ "loss": 0.5703314482658484,
+ "clean_loss": 0.5688528254277554,
+ "noisy_loss_mean": 0.5708243225452126
+ },
+ {
+ "train_step": 5096,
+ "loss": 0.6125482961070574,
+ "clean_loss": 0.6227296789627144,
+ "noisy_loss_mean": 0.6091545018218384
+ },
+ {
+ "train_step": 5097,
+ "loss": 0.6375547742745344,
+ "clean_loss": 0.6231111227169833,
+ "noisy_loss_mean": 0.642369324793718
+ },
+ {
+ "train_step": 5098,
+ "loss": 0.5209429120790849,
+ "clean_loss": 0.5288145949333253,
+ "noisy_loss_mean": 0.5183190177943383
+ },
+ {
+ "train_step": 5099,
+ "loss": 0.4291301423875017,
+ "clean_loss": 0.42332246979783356,
+ "noisy_loss_mean": 0.43106603325072435
+ },
+ {
+ "train_step": 5100,
+ "loss": 0.5967760122933643,
+ "clean_loss": 0.5896834327876448,
+ "noisy_loss_mean": 0.5991402054619376
+ },
+ {
+ "train_step": 5101,
+ "loss": 0.5433060697090467,
+ "clean_loss": 0.525795527203148,
+ "noisy_loss_mean": 0.549142917211013
+ },
+ {
+ "train_step": 5102,
+ "loss": 0.542097626193889,
+ "clean_loss": 0.5424944378336652,
+ "noisy_loss_mean": 0.5419653556472971
+ },
+ {
+ "train_step": 5103,
+ "loss": 0.570078804787725,
+ "clean_loss": 0.5751919265472769,
+ "noisy_loss_mean": 0.5683744308678742
+ },
+ {
+ "train_step": 5104,
+ "loss": 0.6694921510412848,
+ "clean_loss": 0.6653894505765261,
+ "noisy_loss_mean": 0.670859717862871
+ },
+ {
+ "train_step": 5105,
+ "loss": 0.5897260554673367,
+ "clean_loss": 0.5910439139862192,
+ "noisy_loss_mean": 0.5892867692943758
+ },
+ {
+ "train_step": 5106,
+ "loss": 0.681793702363864,
+ "clean_loss": 0.6933640256525422,
+ "noisy_loss_mean": 0.6779369279343047
+ },
+ {
+ "train_step": 5107,
+ "loss": 0.5335738790162932,
+ "clean_loss": 0.5397242866330213,
+ "noisy_loss_mean": 0.5315237431440504
+ },
+ {
+ "train_step": 5108,
+ "loss": 0.5429055231616535,
+ "clean_loss": 0.5374994637317576,
+ "noisy_loss_mean": 0.5447075429716189
+ },
+ {
+ "train_step": 5109,
+ "loss": 0.5163198498834517,
+ "clean_loss": 0.5287255028456342,
+ "noisy_loss_mean": 0.5121846322293909
+ },
+ {
+ "train_step": 5110,
+ "loss": 0.8295617605896048,
+ "clean_loss": 0.8214022426418942,
+ "noisy_loss_mean": 0.8322815999055083
+ },
+ {
+ "train_step": 5111,
+ "loss": 0.49117255430449036,
+ "clean_loss": 0.4809762053958158,
+ "noisy_loss_mean": 0.4945713372740485
+ },
+ {
+ "train_step": 5112,
+ "loss": 0.5567340303773598,
+ "clean_loss": 0.5576245002713773,
+ "noisy_loss_mean": 0.5564372070793538
+ },
+ {
+ "train_step": 5113,
+ "loss": 0.5751818303139732,
+ "clean_loss": 0.569493214268783,
+ "noisy_loss_mean": 0.5770780356623698
+ },
+ {
+ "train_step": 5114,
+ "loss": 0.38964106080035454,
+ "clean_loss": 0.37349985543340436,
+ "noisy_loss_mean": 0.39502146258933796
+ },
+ {
+ "train_step": 5115,
+ "loss": 0.48659567211372867,
+ "clean_loss": 0.48684303315826677,
+ "noisy_loss_mean": 0.486513218432216
+ },
+ {
+ "train_step": 5116,
+ "loss": 0.5823831208819643,
+ "clean_loss": 0.5789101570935524,
+ "noisy_loss_mean": 0.5835407754781016
+ },
+ {
+ "train_step": 5117,
+ "loss": 0.7085436447681915,
+ "clean_loss": 0.7037212702600393,
+ "noisy_loss_mean": 0.7101511029375756
+ },
+ {
+ "train_step": 5118,
+ "loss": 0.48052530013087646,
+ "clean_loss": 0.4725883687632184,
+ "noisy_loss_mean": 0.4831709439200958
+ },
+ {
+ "train_step": 5119,
+ "loss": 0.49660666294308153,
+ "clean_loss": 0.49579749100929466,
+ "noisy_loss_mean": 0.4968763869210105
+ },
+ {
+ "train_step": 5120,
+ "loss": 0.5485881649534547,
+ "clean_loss": 0.5413594959902159,
+ "noisy_loss_mean": 0.5509977212745345
+ },
+ {
+ "train_step": 5121,
+ "loss": 0.5753727318033868,
+ "clean_loss": 0.5725186871480932,
+ "noisy_loss_mean": 0.576324080021818
+ },
+ {
+ "train_step": 5122,
+ "loss": 0.4849719951126773,
+ "clean_loss": 0.4666495340555301,
+ "noisy_loss_mean": 0.49107948213172636
+ },
+ {
+ "train_step": 5123,
+ "loss": 0.2872527163138716,
+ "clean_loss": 0.2857456442487091,
+ "noisy_loss_mean": 0.2877550736689258
+ },
+ {
+ "train_step": 5124,
+ "loss": 0.5792588451295368,
+ "clean_loss": 0.5692902725263371,
+ "noisy_loss_mean": 0.5825817026639367
+ },
+ {
+ "train_step": 5125,
+ "loss": 0.526922128501646,
+ "clean_loss": 0.5272349787455898,
+ "noisy_loss_mean": 0.5268178450869981
+ },
+ {
+ "train_step": 5126,
+ "loss": 0.5571400355820963,
+ "clean_loss": 0.5648947635436898,
+ "noisy_loss_mean": 0.554555126261565
+ },
+ {
+ "train_step": 5127,
+ "loss": 0.4704585170307615,
+ "clean_loss": 0.47580734466453384,
+ "noisy_loss_mean": 0.46867557448617075
+ },
+ {
+ "train_step": 5128,
+ "loss": 0.4437622091440869,
+ "clean_loss": 0.4309585258943469,
+ "noisy_loss_mean": 0.4480301035606669
+ },
+ {
+ "train_step": 5129,
+ "loss": 0.6375010777882179,
+ "clean_loss": 0.6134416515987724,
+ "noisy_loss_mean": 0.6455208865180331
+ },
+ {
+ "train_step": 5130,
+ "loss": 0.41899731212081054,
+ "clean_loss": 0.415521775053175,
+ "noisy_loss_mean": 0.42015582447668903
+ },
+ {
+ "train_step": 5131,
+ "loss": 0.7162196013759973,
+ "clean_loss": 0.7125595487493309,
+ "noisy_loss_mean": 0.7174396189182194
+ },
+ {
+ "train_step": 5132,
+ "loss": 0.6387397557644781,
+ "clean_loss": 0.6395981344154477,
+ "noisy_loss_mean": 0.6384536295474882
+ },
+ {
+ "train_step": 5133,
+ "loss": 0.5386002344909719,
+ "clean_loss": 0.5488519379133876,
+ "noisy_loss_mean": 0.5351830000168335
+ },
+ {
+ "train_step": 5134,
+ "loss": 0.6566714808789094,
+ "clean_loss": 0.6640963197829922,
+ "noisy_loss_mean": 0.6541965345775484
+ },
+ {
+ "train_step": 5135,
+ "loss": 0.60241625396886,
+ "clean_loss": 0.607583032410214,
+ "noisy_loss_mean": 0.6006939944884087
+ },
+ {
+ "train_step": 5136,
+ "loss": 0.6960842452532309,
+ "clean_loss": 0.7012903838676753,
+ "noisy_loss_mean": 0.6943488657150828
+ },
+ {
+ "train_step": 5137,
+ "loss": 0.6147143021452355,
+ "clean_loss": 0.6271541729220351,
+ "noisy_loss_mean": 0.610567678552969
+ },
+ {
+ "train_step": 5138,
+ "loss": 0.4768830419616594,
+ "clean_loss": 0.4783411628960353,
+ "noisy_loss_mean": 0.47639700165020077
+ },
+ {
+ "train_step": 5139,
+ "loss": 0.4090800590611626,
+ "clean_loss": 0.41024967088078723,
+ "noisy_loss_mean": 0.4086901884546211
+ },
+ {
+ "train_step": 5140,
+ "loss": 0.4464301559737874,
+ "clean_loss": 0.45039432141498636,
+ "noisy_loss_mean": 0.4451087674933876
+ },
+ {
+ "train_step": 5141,
+ "loss": 0.6432245513403536,
+ "clean_loss": 0.6407568146460301,
+ "noisy_loss_mean": 0.6440471302384615
+ },
+ {
+ "train_step": 5142,
+ "loss": 0.5909478915449411,
+ "clean_loss": 0.5895581731474534,
+ "noisy_loss_mean": 0.5914111310107703
+ },
+ {
+ "train_step": 5143,
+ "loss": 0.7663248669280938,
+ "clean_loss": 0.7721439808306256,
+ "noisy_loss_mean": 0.7643851622939163
+ },
+ {
+ "train_step": 5144,
+ "loss": 0.7563210773174432,
+ "clean_loss": 0.7427292210834923,
+ "noisy_loss_mean": 0.7608516960620936
+ },
+ {
+ "train_step": 5145,
+ "loss": 0.6442139956861286,
+ "clean_loss": 0.6336176940315386,
+ "noisy_loss_mean": 0.6477460962376586
+ },
+ {
+ "train_step": 5146,
+ "loss": 0.3775661627592568,
+ "clean_loss": 0.37093654312469215,
+ "noisy_loss_mean": 0.3797760359707783
+ },
+ {
+ "train_step": 5147,
+ "loss": 0.7325117690272366,
+ "clean_loss": 0.7271056033796858,
+ "noisy_loss_mean": 0.7343138242430869
+ },
+ {
+ "train_step": 5148,
+ "loss": 0.57329984324532,
+ "clean_loss": 0.5797143744888644,
+ "noisy_loss_mean": 0.5711616661641384
+ },
+ {
+ "train_step": 5149,
+ "loss": 0.5355682210609726,
+ "clean_loss": 0.5322279720868079,
+ "noisy_loss_mean": 0.5366816373856942
+ },
+ {
+ "train_step": 5150,
+ "loss": 0.45992327111281717,
+ "clean_loss": 0.4625892729409509,
+ "noisy_loss_mean": 0.4590346038367726
+ },
+ {
+ "train_step": 5151,
+ "loss": 0.7514203966448911,
+ "clean_loss": 0.7334396358531473,
+ "noisy_loss_mean": 0.7574139835754724
+ },
+ {
+ "train_step": 5152,
+ "loss": 0.6033394130229488,
+ "clean_loss": 0.6015258544322384,
+ "noisy_loss_mean": 0.6039439325531855
+ },
+ {
+ "train_step": 5153,
+ "loss": 0.6785659293486193,
+ "clean_loss": 0.6823483665521413,
+ "noisy_loss_mean": 0.6773051169474454
+ },
+ {
+ "train_step": 5154,
+ "loss": 0.4000650203564379,
+ "clean_loss": 0.40436860328733026,
+ "noisy_loss_mean": 0.3986304927128071
+ },
+ {
+ "train_step": 5155,
+ "loss": 0.6564508916167691,
+ "clean_loss": 0.6625243936484666,
+ "noisy_loss_mean": 0.6544263909395366
+ },
+ {
+ "train_step": 5156,
+ "loss": 0.3705220062175781,
+ "clean_loss": 0.3590040919607174,
+ "noisy_loss_mean": 0.3743613109698649
+ },
+ {
+ "train_step": 5157,
+ "loss": 0.38212055691626473,
+ "clean_loss": 0.38662097891847597,
+ "noisy_loss_mean": 0.38062041624886095
+ },
+ {
+ "train_step": 5158,
+ "loss": 0.5776543350567971,
+ "clean_loss": 0.5749381825507275,
+ "noisy_loss_mean": 0.578559719225487
+ },
+ {
+ "train_step": 5159,
+ "loss": 0.3337926561039276,
+ "clean_loss": 0.33574128928655794,
+ "noisy_loss_mean": 0.3331431117097175
+ },
+ {
+ "train_step": 5160,
+ "loss": 0.6654672486994633,
+ "clean_loss": 0.6482245528478737,
+ "noisy_loss_mean": 0.6712148139833265
+ },
+ {
+ "train_step": 5161,
+ "loss": 0.7147090679137129,
+ "clean_loss": 0.7303807724584257,
+ "noisy_loss_mean": 0.7094851663988088
+ },
+ {
+ "train_step": 5162,
+ "loss": 0.4714964946812332,
+ "clean_loss": 0.4740210994602377,
+ "noisy_loss_mean": 0.47065495975489835
+ },
+ {
+ "train_step": 5163,
+ "loss": 0.8452066944014776,
+ "clean_loss": 0.8343109560763656,
+ "noisy_loss_mean": 0.8488386071765149
+ },
+ {
+ "train_step": 5164,
+ "loss": 0.5556775449691433,
+ "clean_loss": 0.554053818890426,
+ "noisy_loss_mean": 0.5562187869953824
+ },
+ {
+ "train_step": 5165,
+ "loss": 0.41752708134820227,
+ "clean_loss": 0.4245708692822413,
+ "noisy_loss_mean": 0.4151791520368559
+ },
+ {
+ "train_step": 5166,
+ "loss": 0.6230746305807141,
+ "clean_loss": 0.6259064291625916,
+ "noisy_loss_mean": 0.6221306977200883
+ },
+ {
+ "train_step": 5167,
+ "loss": 0.5788033898695087,
+ "clean_loss": 0.5776141424225654,
+ "noisy_loss_mean": 0.5791998056851565
+ },
+ {
+ "train_step": 5168,
+ "loss": 0.6003753792487045,
+ "clean_loss": 0.6004272505425817,
+ "noisy_loss_mean": 0.6003580888174123
+ },
+ {
+ "train_step": 5169,
+ "loss": 0.46711884825566796,
+ "clean_loss": 0.46337883043302847,
+ "noisy_loss_mean": 0.4683655208632145
+ },
+ {
+ "train_step": 5170,
+ "loss": 0.47916750964235116,
+ "clean_loss": 0.48112985775073763,
+ "noisy_loss_mean": 0.4785133936062224
+ },
+ {
+ "train_step": 5171,
+ "loss": 0.601739577175353,
+ "clean_loss": 0.5987343913350008,
+ "noisy_loss_mean": 0.6027413057888037
+ },
+ {
+ "train_step": 5172,
+ "loss": 0.5050504537246392,
+ "clean_loss": 0.5040489355440537,
+ "noisy_loss_mean": 0.5053842931181677
+ },
+ {
+ "train_step": 5173,
+ "loss": 0.5359369307902817,
+ "clean_loss": 0.5420367994261299,
+ "noisy_loss_mean": 0.5339036412449989
+ },
+ {
+ "train_step": 5174,
+ "loss": 0.5304753355794511,
+ "clean_loss": 0.544294991862708,
+ "noisy_loss_mean": 0.5258687834850323
+ },
+ {
+ "train_step": 5175,
+ "loss": 0.5856986993043837,
+ "clean_loss": 0.5810885890720614,
+ "noisy_loss_mean": 0.5872354027151577
+ },
+ {
+ "train_step": 5176,
+ "loss": 0.6307168485661021,
+ "clean_loss": 0.6280213198568193,
+ "noisy_loss_mean": 0.6316153581358629
+ },
+ {
+ "train_step": 5177,
+ "loss": 0.5024940424782061,
+ "clean_loss": 0.5067473698474958,
+ "noisy_loss_mean": 0.5010762666884427
+ },
+ {
+ "train_step": 5178,
+ "loss": 0.544875232890542,
+ "clean_loss": 0.544962867372818,
+ "noisy_loss_mean": 0.54484602139645
+ },
+ {
+ "train_step": 5179,
+ "loss": 0.4169350552223792,
+ "clean_loss": 0.42917139195296006,
+ "noisy_loss_mean": 0.41285627631218563
+ },
+ {
+ "train_step": 5180,
+ "loss": 0.6638032508010838,
+ "clean_loss": 0.6650590648556935,
+ "noisy_loss_mean": 0.663384646116214
+ },
+ {
+ "train_step": 5181,
+ "loss": 0.6905069784578255,
+ "clean_loss": 0.6824978183851228,
+ "noisy_loss_mean": 0.6931766984820596
+ },
+ {
+ "train_step": 5182,
+ "loss": 0.6331973382143301,
+ "clean_loss": 0.633411685352035,
+ "noisy_loss_mean": 0.6331258891684285
+ },
+ {
+ "train_step": 5183,
+ "loss": 0.6111212141894958,
+ "clean_loss": 0.6112145463925185,
+ "noisy_loss_mean": 0.6110901034551549
+ },
+ {
+ "train_step": 5184,
+ "loss": 0.4102070157459161,
+ "clean_loss": 0.4115559839088937,
+ "noisy_loss_mean": 0.4097573596915903
+ },
+ {
+ "train_step": 5185,
+ "loss": 0.34662072350871515,
+ "clean_loss": 0.34916438557747986,
+ "noisy_loss_mean": 0.3457728361524603
+ },
+ {
+ "train_step": 5186,
+ "loss": 0.7277582505082516,
+ "clean_loss": 0.7232950976716576,
+ "noisy_loss_mean": 0.7292459681204497
+ },
+ {
+ "train_step": 5187,
+ "loss": 0.6926632919361164,
+ "clean_loss": 0.7013709628613315,
+ "noisy_loss_mean": 0.689760734961045
+ },
+ {
+ "train_step": 5188,
+ "loss": 0.5679653879499327,
+ "clean_loss": 0.570993091596468,
+ "noisy_loss_mean": 0.5669561534010875
+ },
+ {
+ "train_step": 5189,
+ "loss": 0.6563625818243934,
+ "clean_loss": 0.655854855959668,
+ "noisy_loss_mean": 0.6565318237793019
+ },
+ {
+ "train_step": 5190,
+ "loss": 0.5419917059679722,
+ "clean_loss": 0.5441659172799148,
+ "noisy_loss_mean": 0.5412669688639913
+ },
+ {
+ "train_step": 5191,
+ "loss": 0.5981810478443474,
+ "clean_loss": 0.5985294277940112,
+ "noisy_loss_mean": 0.5980649211944594
+ },
+ {
+ "train_step": 5192,
+ "loss": 0.6546143210543038,
+ "clean_loss": 0.6576703164211872,
+ "noisy_loss_mean": 0.6535956559320094
+ },
+ {
+ "train_step": 5193,
+ "loss": 0.592805070811733,
+ "clean_loss": 0.6012464899770381,
+ "noisy_loss_mean": 0.5899912644232979
+ },
+ {
+ "train_step": 5194,
+ "loss": 0.6008005195938471,
+ "clean_loss": 0.5969091520269979,
+ "noisy_loss_mean": 0.60209764211613
+ },
+ {
+ "train_step": 5195,
+ "loss": 0.5193867731662166,
+ "clean_loss": 0.5259014650994743,
+ "noisy_loss_mean": 0.5172152091884641
+ },
+ {
+ "train_step": 5196,
+ "loss": 0.7546948378514431,
+ "clean_loss": 0.7526553336146198,
+ "noisy_loss_mean": 0.7553746725970508
+ },
+ {
+ "train_step": 5197,
+ "loss": 0.460917440709001,
+ "clean_loss": 0.46033041066246283,
+ "noisy_loss_mean": 0.4611131173911804
+ },
+ {
+ "train_step": 5198,
+ "loss": 0.4779662407723634,
+ "clean_loss": 0.4756047836521192,
+ "noisy_loss_mean": 0.4787533931457781
+ },
+ {
+ "train_step": 5199,
+ "loss": 0.5970023588908557,
+ "clean_loss": 0.6096848231656644,
+ "noisy_loss_mean": 0.5927748707992528
+ },
+ {
+ "train_step": 5200,
+ "loss": 0.6304290706039193,
+ "clean_loss": 0.6288396485009231,
+ "noisy_loss_mean": 0.6309588779715847
+ },
+ {
+ "train_step": 5201,
+ "loss": 0.8290553634251515,
+ "clean_loss": 0.8263658308668398,
+ "noisy_loss_mean": 0.829951874277922
+ },
+ {
+ "train_step": 5202,
+ "loss": 0.5333365276758705,
+ "clean_loss": 0.5469499690392204,
+ "noisy_loss_mean": 0.5287987138880871
+ },
+ {
+ "train_step": 5203,
+ "loss": 0.5147447931757673,
+ "clean_loss": 0.5209202285916152,
+ "noisy_loss_mean": 0.512686314703818
+ },
+ {
+ "train_step": 5204,
+ "loss": 0.5410176904634096,
+ "clean_loss": 0.5462605945982711,
+ "noisy_loss_mean": 0.539270055751789
+ },
+ {
+ "train_step": 5205,
+ "loss": 0.46794849597032007,
+ "clean_loss": 0.47497507450455817,
+ "noisy_loss_mean": 0.4656063031255741
+ },
+ {
+ "train_step": 5206,
+ "loss": 0.4527684531349776,
+ "clean_loss": 0.462905870898775,
+ "noisy_loss_mean": 0.44938931388037845
+ },
+ {
+ "train_step": 5207,
+ "loss": 0.5404876526133626,
+ "clean_loss": 0.5355611524996999,
+ "noisy_loss_mean": 0.5421298193179168
+ },
+ {
+ "train_step": 5208,
+ "loss": 0.8420629237373272,
+ "clean_loss": 0.8355875044396849,
+ "noisy_loss_mean": 0.8442213968365412
+ },
+ {
+ "train_step": 5209,
+ "loss": 0.4596805474182487,
+ "clean_loss": 0.4536193172128272,
+ "noisy_loss_mean": 0.4617009574867226
+ },
+ {
+ "train_step": 5210,
+ "loss": 0.436402159422965,
+ "clean_loss": 0.4387047179865196,
+ "noisy_loss_mean": 0.43563463990178014
+ },
+ {
+ "train_step": 5211,
+ "loss": 0.4405082154669089,
+ "clean_loss": 0.43924334673322196,
+ "noisy_loss_mean": 0.4409298383781379
+ },
+ {
+ "train_step": 5212,
+ "loss": 0.5215093633497598,
+ "clean_loss": 0.5230143449197149,
+ "noisy_loss_mean": 0.5210077028264414
+ },
+ {
+ "train_step": 5213,
+ "loss": 0.4646185071483673,
+ "clean_loss": 0.46654265141541174,
+ "noisy_loss_mean": 0.46397712572601907
+ },
+ {
+ "train_step": 5214,
+ "loss": 0.5963101362381065,
+ "clean_loss": 0.5901950562845626,
+ "noisy_loss_mean": 0.598348496222621
+ },
+ {
+ "train_step": 5215,
+ "loss": 0.3822972100696411,
+ "clean_loss": 0.37471419445445875,
+ "noisy_loss_mean": 0.3848248819413686
+ },
+ {
+ "train_step": 5216,
+ "loss": 0.6189076232936428,
+ "clean_loss": 0.6199845519342874,
+ "noisy_loss_mean": 0.6185486470800946
+ },
+ {
+ "train_step": 5217,
+ "loss": 0.4634872957974336,
+ "clean_loss": 0.47405455817712033,
+ "noisy_loss_mean": 0.4599648750042047
+ },
+ {
+ "train_step": 5218,
+ "loss": 0.5971034572622881,
+ "clean_loss": 0.6089147131146049,
+ "noisy_loss_mean": 0.5931663719781824
+ },
+ {
+ "train_step": 5219,
+ "loss": 0.5522941925957341,
+ "clean_loss": 0.5542797193910662,
+ "noisy_loss_mean": 0.5516323503306234
+ },
+ {
+ "train_step": 5220,
+ "loss": 0.541362478812857,
+ "clean_loss": 0.5500780606419639,
+ "noisy_loss_mean": 0.5384572848698214
+ },
+ {
+ "train_step": 5221,
+ "loss": 0.4946591768363289,
+ "clean_loss": 0.49697326114164725,
+ "noisy_loss_mean": 0.4938878154012228
+ },
+ {
+ "train_step": 5222,
+ "loss": 0.6041428992496581,
+ "clean_loss": 0.5965171121148617,
+ "noisy_loss_mean": 0.6066848282945904
+ },
+ {
+ "train_step": 5223,
+ "loss": 0.61052478120157,
+ "clean_loss": 0.6109928368389004,
+ "noisy_loss_mean": 0.6103687626557933
+ },
+ {
+ "train_step": 5224,
+ "loss": 0.6494423085512087,
+ "clean_loss": 0.6390651527999124,
+ "noisy_loss_mean": 0.6529013604683075
+ },
+ {
+ "train_step": 5225,
+ "loss": 0.38201480322164294,
+ "clean_loss": 0.3854582137013836,
+ "noisy_loss_mean": 0.38086699972839605
+ },
+ {
+ "train_step": 5226,
+ "loss": 0.6034979654696131,
+ "clean_loss": 0.6136497587070604,
+ "noisy_loss_mean": 0.600114034390464
+ },
+ {
+ "train_step": 5227,
+ "loss": 0.6071702281064935,
+ "clean_loss": 0.6086287120094851,
+ "noisy_loss_mean": 0.6066840668054962
+ },
+ {
+ "train_step": 5228,
+ "loss": 0.4042786374842815,
+ "clean_loss": 0.402520349837973,
+ "noisy_loss_mean": 0.40486473336638434
+ },
+ {
+ "train_step": 5229,
+ "loss": 0.6033913806096407,
+ "clean_loss": 0.6034851175073201,
+ "noisy_loss_mean": 0.603360134977081
+ },
+ {
+ "train_step": 5230,
+ "loss": 0.47892195321695713,
+ "clean_loss": 0.48302342623780087,
+ "noisy_loss_mean": 0.4775547955433425
+ },
+ {
+ "train_step": 5231,
+ "loss": 0.5691171928333945,
+ "clean_loss": 0.5774826113693929,
+ "noisy_loss_mean": 0.5663287199880617
+ },
+ {
+ "train_step": 5232,
+ "loss": 0.6408063028204478,
+ "clean_loss": 0.6493843169818025,
+ "noisy_loss_mean": 0.6379469647666629
+ },
+ {
+ "train_step": 5233,
+ "loss": 0.6044863684771207,
+ "clean_loss": 0.6115043575199882,
+ "noisy_loss_mean": 0.6021470387961648
+ },
+ {
+ "train_step": 5234,
+ "loss": 0.6475685858381176,
+ "clean_loss": 0.6389345041351122,
+ "noisy_loss_mean": 0.6504466130724528
+ },
+ {
+ "train_step": 5235,
+ "loss": 0.40579835219939325,
+ "clean_loss": 0.4072361657280544,
+ "noisy_loss_mean": 0.4053190810231729
+ },
+ {
+ "train_step": 5236,
+ "loss": 0.4956748484952673,
+ "clean_loss": 0.49183011421197687,
+ "noisy_loss_mean": 0.49695642658969735
+ },
+ {
+ "train_step": 5237,
+ "loss": 0.41860870444233367,
+ "clean_loss": 0.42173783732742476,
+ "noisy_loss_mean": 0.4175656601473033
+ },
+ {
+ "train_step": 5238,
+ "loss": 0.5746221157716528,
+ "clean_loss": 0.5741786359499791,
+ "noisy_loss_mean": 0.5747699423788774
+ },
+ {
+ "train_step": 5239,
+ "loss": 0.6459603726370763,
+ "clean_loss": 0.6493573145441662,
+ "noisy_loss_mean": 0.6448280586680463
+ },
+ {
+ "train_step": 5240,
+ "loss": 0.7491941977250548,
+ "clean_loss": 0.7595038617261642,
+ "noisy_loss_mean": 0.7457576430580183
+ },
+ {
+ "train_step": 5241,
+ "loss": 0.565854925396464,
+ "clean_loss": 0.5615065611294549,
+ "noisy_loss_mean": 0.5673043801521337
+ },
+ {
+ "train_step": 5242,
+ "loss": 0.48249405517977306,
+ "clean_loss": 0.4876176395546211,
+ "noisy_loss_mean": 0.4807861937214904
+ },
+ {
+ "train_step": 5243,
+ "loss": 0.7025635343334556,
+ "clean_loss": 0.705768213468644,
+ "noisy_loss_mean": 0.7014953079550595
+ },
+ {
+ "train_step": 5244,
+ "loss": 0.5673017697498122,
+ "clean_loss": 0.5658488658876342,
+ "noisy_loss_mean": 0.5677860710372048
+ },
+ {
+ "train_step": 5245,
+ "loss": 0.513494817789343,
+ "clean_loss": 0.5087546234430145,
+ "noisy_loss_mean": 0.5150748825714525
+ },
+ {
+ "train_step": 5246,
+ "loss": 0.47925483908747013,
+ "clean_loss": 0.47385495102205577,
+ "noisy_loss_mean": 0.48105480177594157
+ },
+ {
+ "train_step": 5247,
+ "loss": 0.5302194246207255,
+ "clean_loss": 0.5240209868608823,
+ "noisy_loss_mean": 0.5322855705406733
+ },
+ {
+ "train_step": 5248,
+ "loss": 0.5021357104688149,
+ "clean_loss": 0.5036955210802907,
+ "noisy_loss_mean": 0.5016157735983229
+ },
+ {
+ "train_step": 5249,
+ "loss": 0.4489008850870749,
+ "clean_loss": 0.4474036949340847,
+ "noisy_loss_mean": 0.4493999484714049
+ },
+ {
+ "train_step": 5250,
+ "loss": 0.5554829238363493,
+ "clean_loss": 0.5572762012749278,
+ "noisy_loss_mean": 0.5548851646901565
+ },
+ {
+ "train_step": 5251,
+ "loss": 0.5754717596684416,
+ "clean_loss": 0.5869128844231972,
+ "noisy_loss_mean": 0.5716580514168562
+ },
+ {
+ "train_step": 5252,
+ "loss": 0.42954006912289033,
+ "clean_loss": 0.42982500126124246,
+ "noisy_loss_mean": 0.42944509174343964
+ },
+ {
+ "train_step": 5253,
+ "loss": 0.47369792038129455,
+ "clean_loss": 0.4705774063064942,
+ "noisy_loss_mean": 0.47473809173956133
+ },
+ {
+ "train_step": 5254,
+ "loss": 0.6470568624171551,
+ "clean_loss": 0.6552746248617841,
+ "noisy_loss_mean": 0.6443176082689455
+ },
+ {
+ "train_step": 5255,
+ "loss": 0.45540749416505927,
+ "clean_loss": 0.4542598063728934,
+ "noisy_loss_mean": 0.4557900567624478
+ },
+ {
+ "train_step": 5256,
+ "loss": 0.5055947357039379,
+ "clean_loss": 0.4935415628470633,
+ "noisy_loss_mean": 0.5096124599895627
+ },
+ {
+ "train_step": 5257,
+ "loss": 0.46604925175057554,
+ "clean_loss": 0.46240272985621017,
+ "noisy_loss_mean": 0.46726475904869735
+ },
+ {
+ "train_step": 5258,
+ "loss": 0.7309230412850134,
+ "clean_loss": 0.7343212549135377,
+ "noisy_loss_mean": 0.7297903034088385
+ },
+ {
+ "train_step": 5259,
+ "loss": 0.36113722176073804,
+ "clean_loss": 0.3785141213479626,
+ "noisy_loss_mean": 0.35534492189832995
+ },
+ {
+ "train_step": 5260,
+ "loss": 0.49370588412829997,
+ "clean_loss": 0.4905695832017209,
+ "noisy_loss_mean": 0.49475131777049297
+ },
+ {
+ "train_step": 5261,
+ "loss": 0.3758435255378309,
+ "clean_loss": 0.3802875815519456,
+ "noisy_loss_mean": 0.37436217353312595
+ },
+ {
+ "train_step": 5262,
+ "loss": 0.3566804272102596,
+ "clean_loss": 0.34662349116073904,
+ "noisy_loss_mean": 0.36003273922676654
+ },
+ {
+ "train_step": 5263,
+ "loss": 0.49151789907445415,
+ "clean_loss": 0.49119598766603617,
+ "noisy_loss_mean": 0.49162520287726014
+ },
+ {
+ "train_step": 5264,
+ "loss": 0.5671774197678103,
+ "clean_loss": 0.575450419346834,
+ "noisy_loss_mean": 0.564419753241469
+ },
+ {
+ "train_step": 5265,
+ "loss": 0.5763373141696062,
+ "clean_loss": 0.5799823606587157,
+ "noisy_loss_mean": 0.5751222986732364
+ },
+ {
+ "train_step": 5266,
+ "loss": 0.5845594784323618,
+ "clean_loss": 0.5908880215838591,
+ "noisy_loss_mean": 0.5824499640485294
+ },
+ {
+ "train_step": 5267,
+ "loss": 0.5972199503478608,
+ "clean_loss": 0.589004579573472,
+ "noisy_loss_mean": 0.599958407272657
+ },
+ {
+ "train_step": 5268,
+ "loss": 0.6665430650939311,
+ "clean_loss": 0.6638119117255257,
+ "noisy_loss_mean": 0.6674534495500662
+ },
+ {
+ "train_step": 5269,
+ "loss": 0.4252560993631488,
+ "clean_loss": 0.4318906099119336,
+ "noisy_loss_mean": 0.4230445958468872
+ },
+ {
+ "train_step": 5270,
+ "loss": 0.6893120527639245,
+ "clean_loss": 0.6777969501586363,
+ "noisy_loss_mean": 0.6931504202990205
+ },
+ {
+ "train_step": 5271,
+ "loss": 0.730750405680785,
+ "clean_loss": 0.734151535054677,
+ "noisy_loss_mean": 0.7296166958894875
+ },
+ {
+ "train_step": 5272,
+ "loss": 0.45632804622175244,
+ "clean_loss": 0.4600230722023998,
+ "noisy_loss_mean": 0.45509637089487004
+ },
+ {
+ "train_step": 5273,
+ "loss": 0.6004984849429846,
+ "clean_loss": 0.5958851331417215,
+ "noisy_loss_mean": 0.602036268876739
+ },
+ {
+ "train_step": 5274,
+ "loss": 0.358776338765731,
+ "clean_loss": 0.34670144087198945,
+ "noisy_loss_mean": 0.3628013047303115
+ },
+ {
+ "train_step": 5275,
+ "loss": 0.5547824317586911,
+ "clean_loss": 0.5526078657081911,
+ "noisy_loss_mean": 0.5555072871088577
+ },
+ {
+ "train_step": 5276,
+ "loss": 0.3533959883199262,
+ "clean_loss": 0.3472927400967577,
+ "noisy_loss_mean": 0.35543040439431567
+ },
+ {
+ "train_step": 5277,
+ "loss": 0.4480056607505549,
+ "clean_loss": 0.4534140766920571,
+ "noisy_loss_mean": 0.44620285543672084
+ },
+ {
+ "train_step": 5278,
+ "loss": 0.6727578863097143,
+ "clean_loss": 0.685574078022299,
+ "noisy_loss_mean": 0.6684858224055193
+ },
+ {
+ "train_step": 5279,
+ "loss": 0.49647027397236204,
+ "clean_loss": 0.49759631442350605,
+ "noisy_loss_mean": 0.49609492715531406
+ },
+ {
+ "train_step": 5280,
+ "loss": 0.37512061939457975,
+ "clean_loss": 0.3774332011268608,
+ "noisy_loss_mean": 0.3743497588171527
+ },
+ {
+ "train_step": 5281,
+ "loss": 0.5744207891881288,
+ "clean_loss": 0.5715172232258316,
+ "noisy_loss_mean": 0.5753886445088945
+ },
+ {
+ "train_step": 5282,
+ "loss": 0.5011680227365605,
+ "clean_loss": 0.5061820813005963,
+ "noisy_loss_mean": 0.49949666988188174
+ },
+ {
+ "train_step": 5283,
+ "loss": 0.5302307344418078,
+ "clean_loss": 0.5325881476283358,
+ "noisy_loss_mean": 0.5294449300462984
+ },
+ {
+ "train_step": 5284,
+ "loss": 0.5523420943306361,
+ "clean_loss": 0.5432844727672922,
+ "noisy_loss_mean": 0.5553613015184174
+ },
+ {
+ "train_step": 5285,
+ "loss": 0.7605254769597373,
+ "clean_loss": 0.7663554862968157,
+ "noisy_loss_mean": 0.7585821405140445
+ },
+ {
+ "train_step": 5286,
+ "loss": 0.6645465083185358,
+ "clean_loss": 0.6685535611330483,
+ "noisy_loss_mean": 0.6632108240470317
+ },
+ {
+ "train_step": 5287,
+ "loss": 0.5140533024883374,
+ "clean_loss": 0.5159767562786456,
+ "noisy_loss_mean": 0.5134121512249012
+ },
+ {
+ "train_step": 5288,
+ "loss": 0.39664340627775596,
+ "clean_loss": 0.38124823551546627,
+ "noisy_loss_mean": 0.4017751298651859
+ },
+ {
+ "train_step": 5289,
+ "loss": 0.549672568951864,
+ "clean_loss": 0.5429264671527047,
+ "noisy_loss_mean": 0.5519212695515837
+ },
+ {
+ "train_step": 5290,
+ "loss": 0.449387172371557,
+ "clean_loss": 0.43935227359527285,
+ "noisy_loss_mean": 0.4527321386303184
+ },
+ {
+ "train_step": 5291,
+ "loss": 0.5604466681449284,
+ "clean_loss": 0.5594048102818173,
+ "noisy_loss_mean": 0.5607939540992988
+ },
+ {
+ "train_step": 5292,
+ "loss": 0.6459946436148171,
+ "clean_loss": 0.6439664682622925,
+ "noisy_loss_mean": 0.6466707020656585
+ },
+ {
+ "train_step": 5293,
+ "loss": 0.6638427036034729,
+ "clean_loss": 0.6585521821867434,
+ "noisy_loss_mean": 0.6656062107423827
+ },
+ {
+ "train_step": 5294,
+ "loss": 0.596533480722781,
+ "clean_loss": 0.6010136589491123,
+ "noisy_loss_mean": 0.5950400879806705
+ },
+ {
+ "train_step": 5295,
+ "loss": 0.5277602801170393,
+ "clean_loss": 0.5264319599343504,
+ "noisy_loss_mean": 0.5282030535112691
+ },
+ {
+ "train_step": 5296,
+ "loss": 0.5707064107369006,
+ "clean_loss": 0.5741399033118806,
+ "noisy_loss_mean": 0.5695619132119072
+ },
+ {
+ "train_step": 5297,
+ "loss": 0.5069353000656587,
+ "clean_loss": 0.4939589331332516,
+ "noisy_loss_mean": 0.5112607557097942
+ },
+ {
+ "train_step": 5298,
+ "loss": 0.4483608154274814,
+ "clean_loss": 0.4190052384860526,
+ "noisy_loss_mean": 0.45814600774129094
+ },
+ {
+ "train_step": 5299,
+ "loss": 0.5822788711213169,
+ "clean_loss": 0.5798247204174098,
+ "noisy_loss_mean": 0.5830969213559527
+ },
+ {
+ "train_step": 5300,
+ "loss": 0.7398072431184287,
+ "clean_loss": 0.7407515839503573,
+ "noisy_loss_mean": 0.7394924628411191
+ },
+ {
+ "train_step": 5301,
+ "loss": 0.45144698444629383,
+ "clean_loss": 0.444880107876197,
+ "noisy_loss_mean": 0.45363594330299284
+ },
+ {
+ "train_step": 5302,
+ "loss": 0.5415999837657749,
+ "clean_loss": 0.5496714730094412,
+ "noisy_loss_mean": 0.5389094873512196
+ },
+ {
+ "train_step": 5303,
+ "loss": 0.3761460713817283,
+ "clean_loss": 0.38942060275247925,
+ "noisy_loss_mean": 0.3717212275914779
+ },
+ {
+ "train_step": 5304,
+ "loss": 0.5403689870017678,
+ "clean_loss": 0.5450060128696553,
+ "noisy_loss_mean": 0.538823311712472
+ },
+ {
+ "train_step": 5305,
+ "loss": 0.44881255565102496,
+ "clean_loss": 0.441824852057228,
+ "noisy_loss_mean": 0.45114179018229067
+ },
+ {
+ "train_step": 5306,
+ "loss": 0.4961898095544892,
+ "clean_loss": 0.49240622781996024,
+ "noisy_loss_mean": 0.4974510034659989
+ },
+ {
+ "train_step": 5307,
+ "loss": 0.6053097791692824,
+ "clean_loss": 0.6007961399108946,
+ "noisy_loss_mean": 0.606814325588745
+ },
+ {
+ "train_step": 5308,
+ "loss": 0.5884132575536541,
+ "clean_loss": 0.5844607608836286,
+ "noisy_loss_mean": 0.5897307564436626
+ },
+ {
+ "train_step": 5309,
+ "loss": 0.4508935139171464,
+ "clean_loss": 0.4300177260804762,
+ "noisy_loss_mean": 0.4578521098627031
+ },
+ {
+ "train_step": 5310,
+ "loss": 0.485956213182123,
+ "clean_loss": 0.4913164866151311,
+ "noisy_loss_mean": 0.48416945537112027
+ },
+ {
+ "train_step": 5311,
+ "loss": 0.6785935968712962,
+ "clean_loss": 0.6769441411174627,
+ "noisy_loss_mean": 0.6791434154559074
+ },
+ {
+ "train_step": 5312,
+ "loss": 0.5159322516662912,
+ "clean_loss": 0.5203865399622046,
+ "noisy_loss_mean": 0.5144474889009868
+ },
+ {
+ "train_step": 5313,
+ "loss": 0.452784299345364,
+ "clean_loss": 0.4574754816963802,
+ "noisy_loss_mean": 0.4512205718950253
+ },
+ {
+ "train_step": 5314,
+ "loss": 0.5947761287871169,
+ "clean_loss": 0.594032155022453,
+ "noisy_loss_mean": 0.5950241200420049
+ },
+ {
+ "train_step": 5315,
+ "loss": 0.717065815615683,
+ "clean_loss": 0.6961594733167747,
+ "noisy_loss_mean": 0.7240345963819858
+ },
+ {
+ "train_step": 5316,
+ "loss": 0.5798223827917648,
+ "clean_loss": 0.5747817510650242,
+ "noisy_loss_mean": 0.5815025933673449
+ },
+ {
+ "train_step": 5317,
+ "loss": 0.6028822172931242,
+ "clean_loss": 0.6134977097338845,
+ "noisy_loss_mean": 0.5993437198128707
+ },
+ {
+ "train_step": 5318,
+ "loss": 0.5418706332199552,
+ "clean_loss": 0.5319851900590196,
+ "noisy_loss_mean": 0.545165780940267
+ },
+ {
+ "train_step": 5319,
+ "loss": 0.4976194598429617,
+ "clean_loss": 0.48600986891488285,
+ "noisy_loss_mean": 0.5014893234856547
+ },
+ {
+ "train_step": 5320,
+ "loss": 0.5337516034543057,
+ "clean_loss": 0.5428718315985203,
+ "noisy_loss_mean": 0.5307115274062343
+ },
+ {
+ "train_step": 5321,
+ "loss": 0.5926283387684631,
+ "clean_loss": 0.5967600635426032,
+ "noisy_loss_mean": 0.5912510971770831
+ },
+ {
+ "train_step": 5322,
+ "loss": 0.6998852016846151,
+ "clean_loss": 0.6983919425771374,
+ "noisy_loss_mean": 0.7003829547204411
+ },
+ {
+ "train_step": 5323,
+ "loss": 0.5632319925173199,
+ "clean_loss": 0.5694390519181797,
+ "noisy_loss_mean": 0.5611629727170334
+ },
+ {
+ "train_step": 5324,
+ "loss": 0.6158003719072446,
+ "clean_loss": 0.6257198345927086,
+ "noisy_loss_mean": 0.6124938843454233
+ },
+ {
+ "train_step": 5325,
+ "loss": 0.462187411011635,
+ "clean_loss": 0.45599221972270837,
+ "noisy_loss_mean": 0.46425247477461057
+ },
+ {
+ "train_step": 5326,
+ "loss": 0.48980267464913785,
+ "clean_loss": 0.49237523174801917,
+ "noisy_loss_mean": 0.48894515561617746
+ },
+ {
+ "train_step": 5327,
+ "loss": 0.7373156148729134,
+ "clean_loss": 0.7213994719318573,
+ "noisy_loss_mean": 0.7426209958532656
+ },
+ {
+ "train_step": 5328,
+ "loss": 0.6851117651180074,
+ "clean_loss": 0.6766734683827788,
+ "noisy_loss_mean": 0.6879245306964171
+ },
+ {
+ "train_step": 5329,
+ "loss": 0.42510366080843726,
+ "clean_loss": 0.4467172755846123,
+ "noisy_loss_mean": 0.41789912254971223
+ },
+ {
+ "train_step": 5330,
+ "loss": 0.5199820256631763,
+ "clean_loss": 0.5159475123728536,
+ "noisy_loss_mean": 0.5213268634266173
+ },
+ {
+ "train_step": 5331,
+ "loss": 0.3956928586730238,
+ "clean_loss": 0.3972400985961761,
+ "noisy_loss_mean": 0.3951771120319729
+ },
+ {
+ "train_step": 5332,
+ "loss": 0.5333284263776943,
+ "clean_loss": 0.5290777296321354,
+ "noisy_loss_mean": 0.5347453252928805
+ },
+ {
+ "train_step": 5333,
+ "loss": 0.5467448515418644,
+ "clean_loss": 0.5488216785412456,
+ "noisy_loss_mean": 0.5460525758754039
+ },
+ {
+ "train_step": 5334,
+ "loss": 0.473761982031232,
+ "clean_loss": 0.4737148366148639,
+ "noisy_loss_mean": 0.4737776971700214
+ },
+ {
+ "train_step": 5335,
+ "loss": 0.6446141316207797,
+ "clean_loss": 0.6535709794555227,
+ "noisy_loss_mean": 0.6416285156758654
+ },
+ {
+ "train_step": 5336,
+ "loss": 0.309517817472566,
+ "clean_loss": 0.3146642684530808,
+ "noisy_loss_mean": 0.30780233381239447
+ },
+ {
+ "train_step": 5337,
+ "loss": 0.6769286209224097,
+ "clean_loss": 0.6801496198553985,
+ "noisy_loss_mean": 0.6758549546114135
+ },
+ {
+ "train_step": 5338,
+ "loss": 0.6727213627133519,
+ "clean_loss": 0.6598747780049583,
+ "noisy_loss_mean": 0.6770035576161497
+ },
+ {
+ "train_step": 5339,
+ "loss": 0.6813393354925535,
+ "clean_loss": 0.6853855464493167,
+ "noisy_loss_mean": 0.6799905985069659
+ },
+ {
+ "train_step": 5340,
+ "loss": 0.6015288221627406,
+ "clean_loss": 0.6050969957971878,
+ "noisy_loss_mean": 0.6003394309512583
+ },
+ {
+ "train_step": 5341,
+ "loss": 0.46237341167831947,
+ "clean_loss": 0.4628075784222932,
+ "noisy_loss_mean": 0.46222868943032824
+ },
+ {
+ "train_step": 5342,
+ "loss": 0.6836016803223466,
+ "clean_loss": 0.6865781917975085,
+ "noisy_loss_mean": 0.682609509830626
+ },
+ {
+ "train_step": 5343,
+ "loss": 0.5588362323836371,
+ "clean_loss": 0.5671921248747677,
+ "noisy_loss_mean": 0.5560509348865935
+ },
+ {
+ "train_step": 5344,
+ "loss": 0.6169995579298966,
+ "clean_loss": 0.6284243905304085,
+ "noisy_loss_mean": 0.6131912803963927
+ },
+ {
+ "train_step": 5345,
+ "loss": 0.4092953209984773,
+ "clean_loss": 0.4033903647935567,
+ "noisy_loss_mean": 0.4112636397334508
+ },
+ {
+ "train_step": 5346,
+ "loss": 0.5546319606608376,
+ "clean_loss": 0.5573746109373877,
+ "noisy_loss_mean": 0.5537177439019876
+ },
+ {
+ "train_step": 5347,
+ "loss": 0.625850558493677,
+ "clean_loss": 0.6287364466930109,
+ "noisy_loss_mean": 0.6248885957605657
+ },
+ {
+ "train_step": 5348,
+ "loss": 0.5985885152633283,
+ "clean_loss": 0.5964929422948352,
+ "noisy_loss_mean": 0.5992870395861595
+ },
+ {
+ "train_step": 5349,
+ "loss": 0.704087520966867,
+ "clean_loss": 0.7126781030402702,
+ "noisy_loss_mean": 0.7012239936090658
+ },
+ {
+ "train_step": 5350,
+ "loss": 0.6886432465924778,
+ "clean_loss": 0.6868196587348278,
+ "noisy_loss_mean": 0.6892511092116944
+ },
+ {
+ "train_step": 5351,
+ "loss": 0.7672195533261899,
+ "clean_loss": 0.7628408075270531,
+ "noisy_loss_mean": 0.7686791352592354
+ },
+ {
+ "train_step": 5352,
+ "loss": 0.4465018671585865,
+ "clean_loss": 0.43907674809122044,
+ "noisy_loss_mean": 0.4489769068477085
+ },
+ {
+ "train_step": 5353,
+ "loss": 0.7879449483993307,
+ "clean_loss": 0.78794207838031,
+ "noisy_loss_mean": 0.7879459050723375
+ },
+ {
+ "train_step": 5354,
+ "loss": 0.6963675115533465,
+ "clean_loss": 0.7004137969252082,
+ "noisy_loss_mean": 0.6950187497627259
+ },
+ {
+ "train_step": 5355,
+ "loss": 0.4844804707482778,
+ "clean_loss": 0.485643358159752,
+ "noisy_loss_mean": 0.4840928416111197
+ },
+ {
+ "train_step": 5356,
+ "loss": 0.7138344567291718,
+ "clean_loss": 0.7222794898812943,
+ "noisy_loss_mean": 0.7110194456784642
+ },
+ {
+ "train_step": 5357,
+ "loss": 0.4724214616639988,
+ "clean_loss": 0.47393678290924823,
+ "noisy_loss_mean": 0.4719163545822489
+ },
+ {
+ "train_step": 5358,
+ "loss": 0.5157527368244008,
+ "clean_loss": 0.5097892146173083,
+ "noisy_loss_mean": 0.5177405775600984
+ },
+ {
+ "train_step": 5359,
+ "loss": 0.6960458977218711,
+ "clean_loss": 0.6925687192866582,
+ "noisy_loss_mean": 0.6972049572002753
+ },
+ {
+ "train_step": 5360,
+ "loss": 0.607815303411537,
+ "clean_loss": 0.6013969266515924,
+ "noisy_loss_mean": 0.6099547623315186
+ },
+ {
+ "train_step": 5361,
+ "loss": 0.681669991583743,
+ "clean_loss": 0.6696707068494501,
+ "noisy_loss_mean": 0.6856697531618404
+ },
+ {
+ "train_step": 5362,
+ "loss": 0.6302742633596901,
+ "clean_loss": 0.6381227516428118,
+ "noisy_loss_mean": 0.6276581005986496
+ },
+ {
+ "train_step": 5363,
+ "loss": 0.47636456110412007,
+ "clean_loss": 0.47643479027039787,
+ "noisy_loss_mean": 0.4763411513820275
+ },
+ {
+ "train_step": 5364,
+ "loss": 0.602182804482138,
+ "clean_loss": 0.5965337114889154,
+ "noisy_loss_mean": 0.6040658354798789
+ },
+ {
+ "train_step": 5365,
+ "loss": 0.31165252216245715,
+ "clean_loss": 0.32293285601699295,
+ "noisy_loss_mean": 0.3078924108776118
+ },
+ {
+ "train_step": 5366,
+ "loss": 0.5637820263774759,
+ "clean_loss": 0.5637312015112926,
+ "noisy_loss_mean": 0.563798967999537
+ },
+ {
+ "train_step": 5367,
+ "loss": 0.6408717056861641,
+ "clean_loss": 0.6323725767581952,
+ "noisy_loss_mean": 0.643704748662154
+ },
+ {
+ "train_step": 5368,
+ "loss": 0.5528917561202931,
+ "clean_loss": 0.5629938397813459,
+ "noisy_loss_mean": 0.5495243948999421
+ },
+ {
+ "train_step": 5369,
+ "loss": 0.43102154041500007,
+ "clean_loss": 0.4263813386161019,
+ "noisy_loss_mean": 0.4325682743479662
+ },
+ {
+ "train_step": 5370,
+ "loss": 0.5999947311374128,
+ "clean_loss": 0.5854205724720263,
+ "noisy_loss_mean": 0.6048527840258748
+ },
+ {
+ "train_step": 5371,
+ "loss": 0.6829116631902703,
+ "clean_loss": 0.6864945984872052,
+ "noisy_loss_mean": 0.6817173514246253
+ },
+ {
+ "train_step": 5372,
+ "loss": 0.4877103066535527,
+ "clean_loss": 0.4903608835366226,
+ "noisy_loss_mean": 0.4868267810258628
+ },
+ {
+ "train_step": 5373,
+ "loss": 0.5561660067070158,
+ "clean_loss": 0.5751352211481086,
+ "noisy_loss_mean": 0.5498429352266515
+ },
+ {
+ "train_step": 5374,
+ "loss": 0.5392860037502258,
+ "clean_loss": 0.5451763129767435,
+ "noisy_loss_mean": 0.5373225673413865
+ },
+ {
+ "train_step": 5375,
+ "loss": 0.7523851354918951,
+ "clean_loss": 0.753941024381816,
+ "noisy_loss_mean": 0.7518665058619215
+ },
+ {
+ "train_step": 5376,
+ "loss": 0.4236636368808378,
+ "clean_loss": 0.4271836987813026,
+ "noisy_loss_mean": 0.4224902829140162
+ },
+ {
+ "train_step": 5377,
+ "loss": 0.7011584217486726,
+ "clean_loss": 0.7042119806490758,
+ "noisy_loss_mean": 0.7001405687818715
+ },
+ {
+ "train_step": 5378,
+ "loss": 0.7476842498941588,
+ "clean_loss": 0.7417741889089927,
+ "noisy_loss_mean": 0.7496542702225475
+ },
+ {
+ "train_step": 5379,
+ "loss": 0.7319059889530172,
+ "clean_loss": 0.7264805934925058,
+ "noisy_loss_mean": 0.7337144541065208
+ },
+ {
+ "train_step": 5380,
+ "loss": 0.5338714460693198,
+ "clean_loss": 0.5299652646860642,
+ "noisy_loss_mean": 0.535173506530405
+ },
+ {
+ "train_step": 5381,
+ "loss": 0.5973945548084832,
+ "clean_loss": 0.5958603037246412,
+ "noisy_loss_mean": 0.5979059718364306
+ },
+ {
+ "train_step": 5382,
+ "loss": 0.5034121374669172,
+ "clean_loss": 0.5116261130685708,
+ "noisy_loss_mean": 0.5006741455996992
+ },
+ {
+ "train_step": 5383,
+ "loss": 0.6590822871985538,
+ "clean_loss": 0.6594668126859029,
+ "noisy_loss_mean": 0.6589541120361041
+ },
+ {
+ "train_step": 5384,
+ "loss": 0.7584949000250634,
+ "clean_loss": 0.748850725732039,
+ "noisy_loss_mean": 0.761709624789405
+ },
+ {
+ "train_step": 5385,
+ "loss": 0.6025789875146421,
+ "clean_loss": 0.5818957662701031,
+ "noisy_loss_mean": 0.6094733945961552
+ },
+ {
+ "train_step": 5386,
+ "loss": 0.4432125233956884,
+ "clean_loss": 0.44397919113088735,
+ "noisy_loss_mean": 0.44295696748395547
+ },
+ {
+ "train_step": 5387,
+ "loss": 0.6059734985846343,
+ "clean_loss": 0.6013526511021019,
+ "noisy_loss_mean": 0.6075137810788118
+ },
+ {
+ "train_step": 5388,
+ "loss": 0.4611792770160952,
+ "clean_loss": 0.45083377086768295,
+ "noisy_loss_mean": 0.4646277790655659
+ },
+ {
+ "train_step": 5389,
+ "loss": 0.529858539485613,
+ "clean_loss": 0.5300958518201435,
+ "noisy_loss_mean": 0.5297794353741029
+ },
+ {
+ "train_step": 5390,
+ "loss": 0.7220929253548833,
+ "clean_loss": 0.7150989766902195,
+ "noisy_loss_mean": 0.7244242415764379
+ },
+ {
+ "train_step": 5391,
+ "loss": 0.7157623816434673,
+ "clean_loss": 0.7322155708356594,
+ "noisy_loss_mean": 0.71027798524607
+ },
+ {
+ "train_step": 5392,
+ "loss": 0.3920718581527075,
+ "clean_loss": 0.3976994317465696,
+ "noisy_loss_mean": 0.3901960002880868
+ },
+ {
+ "train_step": 5393,
+ "loss": 0.4266680051443504,
+ "clean_loss": 0.4290552247555615,
+ "noisy_loss_mean": 0.42587226527394667
+ },
+ {
+ "train_step": 5394,
+ "loss": 0.4710908478707493,
+ "clean_loss": 0.46450357492858324,
+ "noisy_loss_mean": 0.473286605518138
+ },
+ {
+ "train_step": 5395,
+ "loss": 0.8562509461612045,
+ "clean_loss": 0.8630631695144676,
+ "noisy_loss_mean": 0.8539802050434501
+ },
+ {
+ "train_step": 5396,
+ "loss": 0.5205370488282921,
+ "clean_loss": 0.5204398778476522,
+ "noisy_loss_mean": 0.520569439155172
+ },
+ {
+ "train_step": 5397,
+ "loss": 0.46439826156795383,
+ "clean_loss": 0.45881991866025484,
+ "noisy_loss_mean": 0.4662577092038535
+ },
+ {
+ "train_step": 5398,
+ "loss": 0.4337616581934678,
+ "clean_loss": 0.43794378702012393,
+ "noisy_loss_mean": 0.43236761525124906
+ },
+ {
+ "train_step": 5399,
+ "loss": 0.6005396023100789,
+ "clean_loss": 0.6033846486439048,
+ "noisy_loss_mean": 0.5995912535321368
+ },
+ {
+ "train_step": 5400,
+ "loss": 0.7044168764799765,
+ "clean_loss": 0.6903812649142002,
+ "noisy_loss_mean": 0.7090954136685687
+ },
+ {
+ "train_step": 5401,
+ "loss": 0.43948610714637226,
+ "clean_loss": 0.4110224290070623,
+ "noisy_loss_mean": 0.44897399985947556
+ },
+ {
+ "train_step": 5402,
+ "loss": 0.3313716259357786,
+ "clean_loss": 0.3426585335933423,
+ "noisy_loss_mean": 0.3276093233832574
+ },
+ {
+ "train_step": 5403,
+ "loss": 0.5148205744677194,
+ "clean_loss": 0.4970638009960827,
+ "noisy_loss_mean": 0.5207394989582651
+ },
+ {
+ "train_step": 5404,
+ "loss": 0.7718376383279706,
+ "clean_loss": 0.7773260068035188,
+ "noisy_loss_mean": 0.7700081821694548
+ },
+ {
+ "train_step": 5405,
+ "loss": 0.3916484349911981,
+ "clean_loss": 0.3804165435642929,
+ "noisy_loss_mean": 0.39539239880016647
+ },
+ {
+ "train_step": 5406,
+ "loss": 0.6844297585663588,
+ "clean_loss": 0.6875166513328993,
+ "noisy_loss_mean": 0.6834007943108453
+ },
+ {
+ "train_step": 5407,
+ "loss": 0.5014869192317402,
+ "clean_loss": 0.4917516138530069,
+ "noisy_loss_mean": 0.5047320210246512
+ },
+ {
+ "train_step": 5408,
+ "loss": 0.4900229049805472,
+ "clean_loss": 0.4937784858303457,
+ "noisy_loss_mean": 0.488771044697281
+ },
+ {
+ "train_step": 5409,
+ "loss": 0.5869655822926055,
+ "clean_loss": 0.5902153129687224,
+ "noisy_loss_mean": 0.5858823387338998
+ },
+ {
+ "train_step": 5410,
+ "loss": 0.5778336044585072,
+ "clean_loss": 0.5855503537800643,
+ "noisy_loss_mean": 0.5752613546846549
+ },
+ {
+ "train_step": 5411,
+ "loss": 0.5420855552186004,
+ "clean_loss": 0.5337505965445475,
+ "noisy_loss_mean": 0.5448638747766178
+ },
+ {
+ "train_step": 5412,
+ "loss": 0.3653520107671919,
+ "clean_loss": 0.35683446784605777,
+ "noisy_loss_mean": 0.36819119174090326
+ },
+ {
+ "train_step": 5413,
+ "loss": 0.4460551095610492,
+ "clean_loss": 0.44880883020547724,
+ "noisy_loss_mean": 0.44513720267957324
+ },
+ {
+ "train_step": 5414,
+ "loss": 0.45173393612079465,
+ "clean_loss": 0.4431721235376376,
+ "noisy_loss_mean": 0.45458787364851366
+ },
+ {
+ "train_step": 5415,
+ "loss": 0.3665773929746515,
+ "clean_loss": 0.3635447439312932,
+ "noisy_loss_mean": 0.3675882759891042
+ },
+ {
+ "train_step": 5416,
+ "loss": 0.4969881319831374,
+ "clean_loss": 0.5045552206844249,
+ "noisy_loss_mean": 0.4944657690827083
+ },
+ {
+ "train_step": 5417,
+ "loss": 0.5936838070991143,
+ "clean_loss": 0.5874190296742856,
+ "noisy_loss_mean": 0.5957720662407238
+ },
+ {
+ "train_step": 5418,
+ "loss": 0.5721508768962313,
+ "clean_loss": 0.5621495297552259,
+ "noisy_loss_mean": 0.5754846592765664
+ },
+ {
+ "train_step": 5419,
+ "loss": 0.48557444385832127,
+ "clean_loss": 0.48874587679349624,
+ "noisy_loss_mean": 0.4845172995465963
+ },
+ {
+ "train_step": 5420,
+ "loss": 0.4385229697883007,
+ "clean_loss": 0.43883002250808134,
+ "noisy_loss_mean": 0.4384206188817071
+ },
+ {
+ "train_step": 5421,
+ "loss": 0.5946943138492848,
+ "clean_loss": 0.5905749574224142,
+ "noisy_loss_mean": 0.5960674326582417
+ },
+ {
+ "train_step": 5422,
+ "loss": 0.6846393048971893,
+ "clean_loss": 0.6857923546112409,
+ "noisy_loss_mean": 0.6842549549925053
+ },
+ {
+ "train_step": 5423,
+ "loss": 0.5668644471421043,
+ "clean_loss": 0.5706328269732885,
+ "noisy_loss_mean": 0.5656083205317094
+ },
+ {
+ "train_step": 5424,
+ "loss": 0.39601965512210524,
+ "clean_loss": 0.3996470557400137,
+ "noisy_loss_mean": 0.3948105215828024
+ },
+ {
+ "train_step": 5425,
+ "loss": 0.7652848781664479,
+ "clean_loss": 0.7801892787158111,
+ "noisy_loss_mean": 0.7603167446499935
+ },
+ {
+ "train_step": 5426,
+ "loss": 0.5269095312434834,
+ "clean_loss": 0.5250509808857916,
+ "noisy_loss_mean": 0.5275290480293806
+ },
+ {
+ "train_step": 5427,
+ "loss": 0.6321466037015038,
+ "clean_loss": 0.6316582893474652,
+ "noisy_loss_mean": 0.63230937515285
+ },
+ {
+ "train_step": 5428,
+ "loss": 0.485917314517776,
+ "clean_loss": 0.4813908383855269,
+ "noisy_loss_mean": 0.4874261398951923
+ },
+ {
+ "train_step": 5429,
+ "loss": 0.5186148219827447,
+ "clean_loss": 0.5295071814121621,
+ "noisy_loss_mean": 0.5149840355062723
+ },
+ {
+ "train_step": 5430,
+ "loss": 0.3951471056193837,
+ "clean_loss": 0.3904410034266618,
+ "noisy_loss_mean": 0.39671580635029097
+ },
+ {
+ "train_step": 5431,
+ "loss": 0.744361499347983,
+ "clean_loss": 0.7539827028373753,
+ "noisy_loss_mean": 0.7411544315181856
+ },
+ {
+ "train_step": 5432,
+ "loss": 0.5683024381425665,
+ "clean_loss": 0.5789391394233299,
+ "noisy_loss_mean": 0.5647568710489788
+ },
+ {
+ "train_step": 5433,
+ "loss": 0.5176719105911495,
+ "clean_loss": 0.5237933835070965,
+ "noisy_loss_mean": 0.5156314196191673
+ },
+ {
+ "train_step": 5434,
+ "loss": 0.5540371695270254,
+ "clean_loss": 0.5516087626779834,
+ "noisy_loss_mean": 0.5548466384767061
+ },
+ {
+ "train_step": 5435,
+ "loss": 0.505990574087019,
+ "clean_loss": 0.4894430894890694,
+ "noisy_loss_mean": 0.5115064022863355
+ },
+ {
+ "train_step": 5436,
+ "loss": 0.5752591322317974,
+ "clean_loss": 0.5702959931060442,
+ "noisy_loss_mean": 0.5769135119403818
+ },
+ {
+ "train_step": 5437,
+ "loss": 0.4585205822512999,
+ "clean_loss": 0.4593199659246989,
+ "noisy_loss_mean": 0.4582541210268336
+ },
+ {
+ "train_step": 5438,
+ "loss": 0.5836681644480133,
+ "clean_loss": 0.5986493315448356,
+ "noisy_loss_mean": 0.5786744420824058
+ },
+ {
+ "train_step": 5439,
+ "loss": 0.6415434547315675,
+ "clean_loss": 0.6257905544602707,
+ "noisy_loss_mean": 0.6467944214886665
+ },
+ {
+ "train_step": 5440,
+ "loss": 0.5339737878214469,
+ "clean_loss": 0.5310114123519083,
+ "noisy_loss_mean": 0.534961246311293
+ },
+ {
+ "train_step": 5441,
+ "loss": 0.6870462011708979,
+ "clean_loss": 0.6762363468712527,
+ "noisy_loss_mean": 0.6906494859374464
+ },
+ {
+ "train_step": 5442,
+ "loss": 0.4372550344167103,
+ "clean_loss": 0.4048952555305777,
+ "noisy_loss_mean": 0.44804162737875447
+ },
+ {
+ "train_step": 5443,
+ "loss": 0.39566106939002876,
+ "clean_loss": 0.3966016899370241,
+ "noisy_loss_mean": 0.39534752920769695
+ },
+ {
+ "train_step": 5444,
+ "loss": 0.49186587689636085,
+ "clean_loss": 0.5024779075507562,
+ "noisy_loss_mean": 0.4883285333448957
+ },
+ {
+ "train_step": 5445,
+ "loss": 0.8627144604575756,
+ "clean_loss": 0.8625239939645584,
+ "noisy_loss_mean": 0.8627779492885814
+ },
+ {
+ "train_step": 5446,
+ "loss": 0.6629129867044603,
+ "clean_loss": 0.6503642724490628,
+ "noisy_loss_mean": 0.6670958914562596
+ },
+ {
+ "train_step": 5447,
+ "loss": 0.3394499793133139,
+ "clean_loss": 0.33724266722408525,
+ "noisy_loss_mean": 0.34018575000972345
+ },
+ {
+ "train_step": 5448,
+ "loss": 0.5255899423478295,
+ "clean_loss": 0.5246966724497975,
+ "noisy_loss_mean": 0.5258876989805069
+ },
+ {
+ "train_step": 5449,
+ "loss": 0.6096299564795148,
+ "clean_loss": 0.6214325348771857,
+ "noisy_loss_mean": 0.6056957636802912
+ },
+ {
+ "train_step": 5450,
+ "loss": 0.5087426931027292,
+ "clean_loss": 0.5051949429901548,
+ "noisy_loss_mean": 0.5099252764735874
+ },
+ {
+ "train_step": 5451,
+ "loss": 0.5322109332853762,
+ "clean_loss": 0.5142780536567851,
+ "noisy_loss_mean": 0.5381885598282399
+ },
+ {
+ "train_step": 5452,
+ "loss": 0.581398923278564,
+ "clean_loss": 0.5778461921921064,
+ "noisy_loss_mean": 0.5825831669740499
+ },
+ {
+ "train_step": 5453,
+ "loss": 0.804836930818958,
+ "clean_loss": 0.8045826020204303,
+ "noisy_loss_mean": 0.8049217070851338
+ },
+ {
+ "train_step": 5454,
+ "loss": 0.5255627007461633,
+ "clean_loss": 0.5317859527020317,
+ "noisy_loss_mean": 0.5234882834275405
+ },
+ {
+ "train_step": 5455,
+ "loss": 0.5456051733364052,
+ "clean_loss": 0.5476125301182356,
+ "noisy_loss_mean": 0.5449360544091284
+ },
+ {
+ "train_step": 5456,
+ "loss": 0.46382975407844235,
+ "clean_loss": 0.4661927214071307,
+ "noisy_loss_mean": 0.46304209830221293
+ },
+ {
+ "train_step": 5457,
+ "loss": 0.6092805431918874,
+ "clean_loss": 0.6084594245349307,
+ "noisy_loss_mean": 0.609554249410873
+ },
+ {
+ "train_step": 5458,
+ "loss": 0.4860431981557668,
+ "clean_loss": 0.4820491755790104,
+ "noisy_loss_mean": 0.4873745390146856
+ },
+ {
+ "train_step": 5459,
+ "loss": 0.6010058782656967,
+ "clean_loss": 0.6098630784540758,
+ "noisy_loss_mean": 0.5980534782029037
+ },
+ {
+ "train_step": 5460,
+ "loss": 0.4431864260820591,
+ "clean_loss": 0.44311629978763417,
+ "noisy_loss_mean": 0.4432098015135341
+ },
+ {
+ "train_step": 5461,
+ "loss": 0.4686679369291466,
+ "clean_loss": 0.4711173339294393,
+ "noisy_loss_mean": 0.4678514712623824
+ },
+ {
+ "train_step": 5462,
+ "loss": 0.5593218892074396,
+ "clean_loss": 0.5636685098902461,
+ "noisy_loss_mean": 0.557873015646504
+ },
+ {
+ "train_step": 5463,
+ "loss": 0.5746193301782714,
+ "clean_loss": 0.5619583311519445,
+ "noisy_loss_mean": 0.5788396631870472
+ },
+ {
+ "train_step": 5464,
+ "loss": 0.5632213266382405,
+ "clean_loss": 0.5758658925264677,
+ "noisy_loss_mean": 0.5590064713421649
+ },
+ {
+ "train_step": 5465,
+ "loss": 0.5605495474965474,
+ "clean_loss": 0.5537806556701322,
+ "noisy_loss_mean": 0.5628058447720191
+ },
+ {
+ "train_step": 5466,
+ "loss": 0.5202162875639308,
+ "clean_loss": 0.5311597198787498,
+ "noisy_loss_mean": 0.5165684767923245
+ },
+ {
+ "train_step": 5467,
+ "loss": 0.44224635138388596,
+ "clean_loss": 0.4417816589460071,
+ "noisy_loss_mean": 0.44240124886317894
+ },
+ {
+ "train_step": 5468,
+ "loss": 0.587978405562245,
+ "clean_loss": 0.5854369881020564,
+ "noisy_loss_mean": 0.5888255447156413
+ },
+ {
+ "train_step": 5469,
+ "loss": 0.6664721839601472,
+ "clean_loss": 0.6678832107884478,
+ "noisy_loss_mean": 0.666001841684047
+ },
+ {
+ "train_step": 5470,
+ "loss": 0.6029248325146095,
+ "clean_loss": 0.6099273794701917,
+ "noisy_loss_mean": 0.6005906501960822
+ },
+ {
+ "train_step": 5471,
+ "loss": 0.44768140599464235,
+ "clean_loss": 0.4514239503054177,
+ "noisy_loss_mean": 0.4464338912243839
+ },
+ {
+ "train_step": 5472,
+ "loss": 0.6069598272469398,
+ "clean_loss": 0.6208870326513133,
+ "noisy_loss_mean": 0.6023174254454818
+ },
+ {
+ "train_step": 5473,
+ "loss": 0.548255807438994,
+ "clean_loss": 0.5384558993968908,
+ "noisy_loss_mean": 0.5515224434530285
+ },
+ {
+ "train_step": 5474,
+ "loss": 0.5057764000418994,
+ "clean_loss": 0.49178444269093524,
+ "noisy_loss_mean": 0.510440385825554
+ },
+ {
+ "train_step": 5475,
+ "loss": 0.5275633399038617,
+ "clean_loss": 0.5251083987320604,
+ "noisy_loss_mean": 0.5283816536277955
+ },
+ {
+ "train_step": 5476,
+ "loss": 0.5626515969517042,
+ "clean_loss": 0.5627331740501,
+ "noisy_loss_mean": 0.5626244045855722
+ },
+ {
+ "train_step": 5477,
+ "loss": 0.6491838867875226,
+ "clean_loss": 0.6210860816928722,
+ "noisy_loss_mean": 0.6585498218190727
+ },
+ {
+ "train_step": 5478,
+ "loss": 0.6971008628463687,
+ "clean_loss": 0.6927331835338049,
+ "noisy_loss_mean": 0.6985567559505568
+ },
+ {
+ "train_step": 5479,
+ "loss": 0.4676280711806926,
+ "clean_loss": 0.46543451097989613,
+ "noisy_loss_mean": 0.4683592579142914
+ },
+ {
+ "train_step": 5480,
+ "loss": 0.5473506826895592,
+ "clean_loss": 0.5423330432300036,
+ "noisy_loss_mean": 0.5490232291760778
+ },
+ {
+ "train_step": 5481,
+ "loss": 0.5523033097473165,
+ "clean_loss": 0.5559149844855683,
+ "noisy_loss_mean": 0.5510994181678991
+ },
+ {
+ "train_step": 5482,
+ "loss": 0.4333939634574151,
+ "clean_loss": 0.43784016001295845,
+ "noisy_loss_mean": 0.4319118979389007
+ },
+ {
+ "train_step": 5483,
+ "loss": 0.6022672898777444,
+ "clean_loss": 0.585653248266725,
+ "noisy_loss_mean": 0.6078053037480841
+ },
+ {
+ "train_step": 5484,
+ "loss": 0.7028195589177942,
+ "clean_loss": 0.7172289633151963,
+ "noisy_loss_mean": 0.6980164241186603
+ },
+ {
+ "train_step": 5485,
+ "loss": 0.4196915590104163,
+ "clean_loss": 0.4093186726848561,
+ "noisy_loss_mean": 0.42314918778560306
+ },
+ {
+ "train_step": 5486,
+ "loss": 0.703041393155706,
+ "clean_loss": 0.7042285277238146,
+ "noisy_loss_mean": 0.7026456816330032
+ },
+ {
+ "train_step": 5487,
+ "loss": 0.715866376123308,
+ "clean_loss": 0.733399122697002,
+ "noisy_loss_mean": 0.71002212726541
+ },
+ {
+ "train_step": 5488,
+ "loss": 0.7282421219263602,
+ "clean_loss": 0.7313330829880164,
+ "noisy_loss_mean": 0.7272118015724748
+ },
+ {
+ "train_step": 5489,
+ "loss": 0.4758110725726411,
+ "clean_loss": 0.4767580338621759,
+ "noisy_loss_mean": 0.47549541880946283
+ },
+ {
+ "train_step": 5490,
+ "loss": 0.41523932699470245,
+ "clean_loss": 0.41650471439288195,
+ "noisy_loss_mean": 0.4148175311953093
+ },
+ {
+ "train_step": 5491,
+ "loss": 0.5334155614795189,
+ "clean_loss": 0.5524006719698495,
+ "noisy_loss_mean": 0.5270871913160753
+ },
+ {
+ "train_step": 5492,
+ "loss": 0.6961332824970095,
+ "clean_loss": 0.7038066363915342,
+ "noisy_loss_mean": 0.6935754978655012
+ },
+ {
+ "train_step": 5493,
+ "loss": 0.5512812747886452,
+ "clean_loss": 0.5558310206940511,
+ "noisy_loss_mean": 0.5497646928201766
+ },
+ {
+ "train_step": 5494,
+ "loss": 0.8043181364937059,
+ "clean_loss": 0.7920106870083375,
+ "noisy_loss_mean": 0.8084206196554953
+ },
+ {
+ "train_step": 5495,
+ "loss": 0.7749618637471235,
+ "clean_loss": 0.7643569487533439,
+ "noisy_loss_mean": 0.7784968354117168
+ },
+ {
+ "train_step": 5496,
+ "loss": 0.8176042609798373,
+ "clean_loss": 0.8332042093872045,
+ "noisy_loss_mean": 0.8124042781773816
+ },
+ {
+ "train_step": 5497,
+ "loss": 0.621793526417883,
+ "clean_loss": 0.6061638941640506,
+ "noisy_loss_mean": 0.6270034038358271
+ },
+ {
+ "train_step": 5498,
+ "loss": 0.5832948335703821,
+ "clean_loss": 0.566705615339155,
+ "noisy_loss_mean": 0.5888245729807912
+ },
+ {
+ "train_step": 5499,
+ "loss": 0.6462017997668246,
+ "clean_loss": 0.6498940975290921,
+ "noisy_loss_mean": 0.6449710338460687
+ },
+ {
+ "train_step": 5500,
+ "loss": 0.4424035091464816,
+ "clean_loss": 0.450250845890515,
+ "noisy_loss_mean": 0.4397877302318038
+ },
+ {
+ "train_step": 5501,
+ "loss": 0.554553169572847,
+ "clean_loss": 0.5473265377973837,
+ "noisy_loss_mean": 0.5569620468313349
+ },
+ {
+ "train_step": 5502,
+ "loss": 0.4979913328097216,
+ "clean_loss": 0.4822852892257846,
+ "noisy_loss_mean": 0.5032266806710338
+ },
+ {
+ "train_step": 5503,
+ "loss": 0.640208129230564,
+ "clean_loss": 0.6411258611642692,
+ "noisy_loss_mean": 0.6399022185859956
+ },
+ {
+ "train_step": 5504,
+ "loss": 0.4759471202067265,
+ "clean_loss": 0.4700584894079603,
+ "noisy_loss_mean": 0.47790999713964855
+ },
+ {
+ "train_step": 5505,
+ "loss": 0.7440056064047172,
+ "clean_loss": 0.7394829273921257,
+ "noisy_loss_mean": 0.7455131660755812
+ },
+ {
+ "train_step": 5506,
+ "loss": 0.3981823634129285,
+ "clean_loss": 0.40623045395917595,
+ "noisy_loss_mean": 0.3954996665641794
+ },
+ {
+ "train_step": 5507,
+ "loss": 0.4641057568159397,
+ "clean_loss": 0.4654628140570095,
+ "noisy_loss_mean": 0.4636534044022498
+ },
+ {
+ "train_step": 5508,
+ "loss": 0.658542519166421,
+ "clean_loss": 0.6465647178406297,
+ "noisy_loss_mean": 0.6625351196083514
+ },
+ {
+ "train_step": 5509,
+ "loss": 0.5632503319930393,
+ "clean_loss": 0.5529817413883475,
+ "noisy_loss_mean": 0.5666731955279365
+ },
+ {
+ "train_step": 5510,
+ "loss": 0.4347358957498474,
+ "clean_loss": 0.43007775123605135,
+ "noisy_loss_mean": 0.4362886105877794
+ },
+ {
+ "train_step": 5511,
+ "loss": 0.7455997840657738,
+ "clean_loss": 0.7632241023433096,
+ "noisy_loss_mean": 0.7397250113065951
+ },
+ {
+ "train_step": 5512,
+ "loss": 0.37609136668010956,
+ "clean_loss": 0.37377255295912115,
+ "noisy_loss_mean": 0.3768643045871057
+ },
+ {
+ "train_step": 5513,
+ "loss": 0.5234033161673255,
+ "clean_loss": 0.5267828344044017,
+ "noisy_loss_mean": 0.5222768100883002
+ },
+ {
+ "train_step": 5514,
+ "loss": 0.6123503551034803,
+ "clean_loss": 0.609590219236386,
+ "noisy_loss_mean": 0.6132704003925117
+ },
+ {
+ "train_step": 5515,
+ "loss": 0.49063510861154846,
+ "clean_loss": 0.49591568637570843,
+ "noisy_loss_mean": 0.48887491602349514
+ },
+ {
+ "train_step": 5516,
+ "loss": 0.6674393677445476,
+ "clean_loss": 0.666576386990676,
+ "noisy_loss_mean": 0.6677270279958382
+ },
+ {
+ "train_step": 5517,
+ "loss": 0.4855148272736798,
+ "clean_loss": 0.49368327086758107,
+ "noisy_loss_mean": 0.4827920127423793
+ },
+ {
+ "train_step": 5518,
+ "loss": 0.5838387479628558,
+ "clean_loss": 0.5921532272581713,
+ "noisy_loss_mean": 0.5810672548644173
+ },
+ {
+ "train_step": 5519,
+ "loss": 0.4267906531172536,
+ "clean_loss": 0.4349412680124274,
+ "noisy_loss_mean": 0.4240737814855291
+ },
+ {
+ "train_step": 5520,
+ "loss": 0.6829971096012929,
+ "clean_loss": 0.6770256941751266,
+ "noisy_loss_mean": 0.6849875814100151
+ },
+ {
+ "train_step": 5521,
+ "loss": 0.6199673812688291,
+ "clean_loss": 0.6278528582142076,
+ "noisy_loss_mean": 0.6173388889537029
+ },
+ {
+ "train_step": 5522,
+ "loss": 0.5996684856593977,
+ "clean_loss": 0.6153993939319149,
+ "noisy_loss_mean": 0.5944248495685588
+ },
+ {
+ "train_step": 5523,
+ "loss": 0.7261691175559031,
+ "clean_loss": 0.7360578784884275,
+ "noisy_loss_mean": 0.7228728639117284
+ },
+ {
+ "train_step": 5524,
+ "loss": 0.48759566439057855,
+ "clean_loss": 0.4729169506886308,
+ "noisy_loss_mean": 0.49248856895789456
+ },
+ {
+ "train_step": 5525,
+ "loss": 0.579889230372777,
+ "clean_loss": 0.5898573678667901,
+ "noisy_loss_mean": 0.5765665178747726
+ },
+ {
+ "train_step": 5526,
+ "loss": 0.3548992926122936,
+ "clean_loss": 0.34408136219285773,
+ "noisy_loss_mean": 0.35850526941877225
+ },
+ {
+ "train_step": 5527,
+ "loss": 0.45537278024719097,
+ "clean_loss": 0.45119869705062454,
+ "noisy_loss_mean": 0.4567641413127131
+ },
+ {
+ "train_step": 5528,
+ "loss": 0.5170314291926593,
+ "clean_loss": 0.5164770992906267,
+ "noisy_loss_mean": 0.5172162058266702
+ },
+ {
+ "train_step": 5529,
+ "loss": 0.5533634530332148,
+ "clean_loss": 0.551361422117185,
+ "noisy_loss_mean": 0.5540307966718915
+ },
+ {
+ "train_step": 5530,
+ "loss": 0.6097164267863893,
+ "clean_loss": 0.6161351694458378,
+ "noisy_loss_mean": 0.6075768458999063
+ },
+ {
+ "train_step": 5531,
+ "loss": 0.3347179148295506,
+ "clean_loss": 0.33330077664006685,
+ "noisy_loss_mean": 0.3351902942260452
+ },
+ {
+ "train_step": 5532,
+ "loss": 0.648383017538303,
+ "clean_loss": 0.6431218973153402,
+ "noisy_loss_mean": 0.6501367242792905
+ },
+ {
+ "train_step": 5533,
+ "loss": 0.5700412900488327,
+ "clean_loss": 0.5542432837895749,
+ "noisy_loss_mean": 0.575307292135252
+ },
+ {
+ "train_step": 5534,
+ "loss": 0.6102892206061336,
+ "clean_loss": 0.5984082148210391,
+ "noisy_loss_mean": 0.6142495558678317
+ },
+ {
+ "train_step": 5535,
+ "loss": 0.4673883149217508,
+ "clean_loss": 0.4679427920662168,
+ "noisy_loss_mean": 0.46720348920692883
+ },
+ {
+ "train_step": 5536,
+ "loss": 0.5511081533922753,
+ "clean_loss": 0.549133509907141,
+ "noisy_loss_mean": 0.55176636788732
+ },
+ {
+ "train_step": 5537,
+ "loss": 0.35231324383358786,
+ "clean_loss": 0.3562558544519997,
+ "noisy_loss_mean": 0.3509990402941172
+ },
+ {
+ "train_step": 5538,
+ "loss": 0.43674489370642194,
+ "clean_loss": 0.434281121968209,
+ "noisy_loss_mean": 0.4375661509524929
+ },
+ {
+ "train_step": 5539,
+ "loss": 0.6581714577709328,
+ "clean_loss": 0.6617935890272261,
+ "noisy_loss_mean": 0.6569640806855016
+ },
+ {
+ "train_step": 5540,
+ "loss": 0.4277280167773148,
+ "clean_loss": 0.4228106462713186,
+ "noisy_loss_mean": 0.42936714027931355
+ },
+ {
+ "train_step": 5541,
+ "loss": 0.36815748745943877,
+ "clean_loss": 0.3792713869344868,
+ "noisy_loss_mean": 0.3644528543010894
+ },
+ {
+ "train_step": 5542,
+ "loss": 0.5564748795026578,
+ "clean_loss": 0.5552833016712182,
+ "noisy_loss_mean": 0.5568720721131378
+ },
+ {
+ "train_step": 5543,
+ "loss": 0.5247028002342775,
+ "clean_loss": 0.5163175895155692,
+ "noisy_loss_mean": 0.527497870473847
+ },
+ {
+ "train_step": 5544,
+ "loss": 0.3892925729078302,
+ "clean_loss": 0.3899783393248959,
+ "noisy_loss_mean": 0.3890639841021417
+ },
+ {
+ "train_step": 5545,
+ "loss": 0.4693957116703306,
+ "clean_loss": 0.46496203279931814,
+ "noisy_loss_mean": 0.4708736046273348
+ },
+ {
+ "train_step": 5546,
+ "loss": 0.33271891863724284,
+ "clean_loss": 0.33802625823787275,
+ "noisy_loss_mean": 0.33094980543703284
+ },
+ {
+ "train_step": 5547,
+ "loss": 0.6768864141088968,
+ "clean_loss": 0.67521354038785,
+ "noisy_loss_mean": 0.6774440386825792
+ },
+ {
+ "train_step": 5548,
+ "loss": 0.5522614722279444,
+ "clean_loss": 0.5521734356604885,
+ "noisy_loss_mean": 0.5522908177504298
+ },
+ {
+ "train_step": 5549,
+ "loss": 0.5738851746208493,
+ "clean_loss": 0.5603184104115264,
+ "noisy_loss_mean": 0.5784074293572903
+ },
+ {
+ "train_step": 5550,
+ "loss": 0.5105032334455355,
+ "clean_loss": 0.5267031295601903,
+ "noisy_loss_mean": 0.505103268073984
+ },
+ {
+ "train_step": 5551,
+ "loss": 0.568421295026856,
+ "clean_loss": 0.5633355470033985,
+ "noisy_loss_mean": 0.5701165443680085
+ },
+ {
+ "train_step": 5552,
+ "loss": 0.5159640956115921,
+ "clean_loss": 0.5030803276235506,
+ "noisy_loss_mean": 0.5202586849409392
+ },
+ {
+ "train_step": 5553,
+ "loss": 0.5559334123604941,
+ "clean_loss": 0.55474669971255,
+ "noisy_loss_mean": 0.5563289832431421
+ },
+ {
+ "train_step": 5554,
+ "loss": 0.500697821839926,
+ "clean_loss": 0.4942340718470359,
+ "noisy_loss_mean": 0.5028524051708892
+ },
+ {
+ "train_step": 5555,
+ "loss": 0.5112822233639576,
+ "clean_loss": 0.5340463986707215,
+ "noisy_loss_mean": 0.5036941649283696
+ },
+ {
+ "train_step": 5556,
+ "loss": 0.5103847767902896,
+ "clean_loss": 0.4958578632017403,
+ "noisy_loss_mean": 0.515227081319806
+ },
+ {
+ "train_step": 5557,
+ "loss": 0.680366434084679,
+ "clean_loss": 0.6727963446697118,
+ "noisy_loss_mean": 0.6828897972230014
+ },
+ {
+ "train_step": 5558,
+ "loss": 0.47999976306729775,
+ "clean_loss": 0.4716768202877113,
+ "noisy_loss_mean": 0.4827740773271599
+ },
+ {
+ "train_step": 5559,
+ "loss": 0.5106474766970779,
+ "clean_loss": 0.506704274038326,
+ "noisy_loss_mean": 0.5119618775833285
+ },
+ {
+ "train_step": 5560,
+ "loss": 0.613225626246499,
+ "clean_loss": 0.6160076852558877,
+ "noisy_loss_mean": 0.6122982732433694
+ },
+ {
+ "train_step": 5561,
+ "loss": 0.46268828196611533,
+ "clean_loss": 0.4598127665131517,
+ "noisy_loss_mean": 0.4636467871171033
+ },
+ {
+ "train_step": 5562,
+ "loss": 0.560788840930928,
+ "clean_loss": 0.5678498420439944,
+ "noisy_loss_mean": 0.5584351738932392
+ },
+ {
+ "train_step": 5563,
+ "loss": 0.5686175164608315,
+ "clean_loss": 0.5685751364644537,
+ "noisy_loss_mean": 0.5686316431262908
+ },
+ {
+ "train_step": 5564,
+ "loss": 0.7092825402443359,
+ "clean_loss": 0.7037412325045012,
+ "noisy_loss_mean": 0.7111296428242809
+ },
+ {
+ "train_step": 5565,
+ "loss": 0.5751477868771289,
+ "clean_loss": 0.576106516765462,
+ "noisy_loss_mean": 0.5748282102476845
+ },
+ {
+ "train_step": 5566,
+ "loss": 0.7210129938856182,
+ "clean_loss": 0.7094073354293093,
+ "noisy_loss_mean": 0.724881546704388
+ },
+ {
+ "train_step": 5567,
+ "loss": 0.7463072380268092,
+ "clean_loss": 0.725934122292105,
+ "noisy_loss_mean": 0.7530982766050439
+ },
+ {
+ "train_step": 5568,
+ "loss": 0.5573040514586115,
+ "clean_loss": 0.559290898110644,
+ "noisy_loss_mean": 0.5566417692412674
+ },
+ {
+ "train_step": 5569,
+ "loss": 0.7858824184229725,
+ "clean_loss": 0.7961624197483465,
+ "noisy_loss_mean": 0.7824557513145146
+ },
+ {
+ "train_step": 5570,
+ "loss": 0.7158203014296024,
+ "clean_loss": 0.7167477968363797,
+ "noisy_loss_mean": 0.71551113629401
+ },
+ {
+ "train_step": 5571,
+ "loss": 0.549407936510069,
+ "clean_loss": 0.5396957223497324,
+ "noisy_loss_mean": 0.5526453412301813
+ },
+ {
+ "train_step": 5572,
+ "loss": 0.5196549169959337,
+ "clean_loss": 0.5138711947904064,
+ "noisy_loss_mean": 0.521582824397776
+ },
+ {
+ "train_step": 5573,
+ "loss": 0.6097305962591161,
+ "clean_loss": 0.6156109386123075,
+ "noisy_loss_mean": 0.6077704821413856
+ },
+ {
+ "train_step": 5574,
+ "loss": 0.6745932734444627,
+ "clean_loss": 0.6824676088342215,
+ "noisy_loss_mean": 0.6719684949812098
+ },
+ {
+ "train_step": 5575,
+ "loss": 0.5907037592075263,
+ "clean_loss": 0.5805425244225988,
+ "noisy_loss_mean": 0.5940908374691688
+ },
+ {
+ "train_step": 5576,
+ "loss": 0.4838858443605641,
+ "clean_loss": 0.47830401922486804,
+ "noisy_loss_mean": 0.48574645273912936
+ },
+ {
+ "train_step": 5577,
+ "loss": 0.37467514012905634,
+ "clean_loss": 0.37600382900687945,
+ "noisy_loss_mean": 0.37423224383644865
+ },
+ {
+ "train_step": 5578,
+ "loss": 0.473647370564118,
+ "clean_loss": 0.47405599789370984,
+ "noisy_loss_mean": 0.47351116145425404
+ },
+ {
+ "train_step": 5579,
+ "loss": 0.5420284356944812,
+ "clean_loss": 0.5403691475468225,
+ "noisy_loss_mean": 0.5425815317437008
+ },
+ {
+ "train_step": 5580,
+ "loss": 0.45713812024144534,
+ "clean_loss": 0.45230715509995745,
+ "noisy_loss_mean": 0.4587484419552746
+ },
+ {
+ "train_step": 5581,
+ "loss": 0.6949027261903709,
+ "clean_loss": 0.6967441013793939,
+ "noisy_loss_mean": 0.6942889344606966
+ },
+ {
+ "train_step": 5582,
+ "loss": 0.5488072762064375,
+ "clean_loss": 0.5482678786960332,
+ "noisy_loss_mean": 0.5489870753765723
+ },
+ {
+ "train_step": 5583,
+ "loss": 0.49065311169602155,
+ "clean_loss": 0.48818748224252284,
+ "noisy_loss_mean": 0.49147498818052116
+ },
+ {
+ "train_step": 5584,
+ "loss": 0.6409643813778374,
+ "clean_loss": 0.6397123352775758,
+ "noisy_loss_mean": 0.6413817300779246
+ },
+ {
+ "train_step": 5585,
+ "loss": 0.7457531490198477,
+ "clean_loss": 0.7427369744428396,
+ "noisy_loss_mean": 0.7467585405455172
+ },
+ {
+ "train_step": 5586,
+ "loss": 0.4256852605215764,
+ "clean_loss": 0.4351499017201391,
+ "noisy_loss_mean": 0.42253038012205546
+ },
+ {
+ "train_step": 5587,
+ "loss": 0.4147757779917022,
+ "clean_loss": 0.4183438072895648,
+ "noisy_loss_mean": 0.4135864348924147
+ },
+ {
+ "train_step": 5588,
+ "loss": 0.6716160401384121,
+ "clean_loss": 0.6541076266852509,
+ "noisy_loss_mean": 0.6774521779561326
+ },
+ {
+ "train_step": 5589,
+ "loss": 0.48682184350992186,
+ "clean_loss": 0.48723566428369175,
+ "noisy_loss_mean": 0.48668390325199856
+ },
+ {
+ "train_step": 5590,
+ "loss": 0.611164990754442,
+ "clean_loss": 0.6099312689594075,
+ "noisy_loss_mean": 0.6115762313527867
+ },
+ {
+ "train_step": 5591,
+ "loss": 0.7484333039314888,
+ "clean_loss": 0.7409953866224356,
+ "noisy_loss_mean": 0.7509126097011731
+ },
+ {
+ "train_step": 5592,
+ "loss": 0.46950568652053076,
+ "clean_loss": 0.4649215186057468,
+ "noisy_loss_mean": 0.4710337424921254
+ },
+ {
+ "train_step": 5593,
+ "loss": 0.7054790931113322,
+ "clean_loss": 0.6942428149535202,
+ "noisy_loss_mean": 0.709224519163936
+ },
+ {
+ "train_step": 5594,
+ "loss": 0.3121636027294642,
+ "clean_loss": 0.30397047542673833,
+ "noisy_loss_mean": 0.31489464516370613
+ },
+ {
+ "train_step": 5595,
+ "loss": 0.5321650919824084,
+ "clean_loss": 0.5395555725844113,
+ "noisy_loss_mean": 0.5297015984484074
+ },
+ {
+ "train_step": 5596,
+ "loss": 0.7569801698044545,
+ "clean_loss": 0.748524345179723,
+ "noisy_loss_mean": 0.7597987780126984
+ },
+ {
+ "train_step": 5597,
+ "loss": 0.41068567552318946,
+ "clean_loss": 0.40394463243093437,
+ "noisy_loss_mean": 0.41293268988727455
+ },
+ {
+ "train_step": 5598,
+ "loss": 0.7601942180000345,
+ "clean_loss": 0.757679863317743,
+ "noisy_loss_mean": 0.761032336227465
+ },
+ {
+ "train_step": 5599,
+ "loss": 0.49352538604273366,
+ "clean_loss": 0.5032818880632497,
+ "noisy_loss_mean": 0.49027321870256174
+ },
+ {
+ "train_step": 5600,
+ "loss": 0.8273349650664008,
+ "clean_loss": 0.8229536514623974,
+ "noisy_loss_mean": 0.8287954029344019
+ },
+ {
+ "train_step": 5601,
+ "loss": 0.5229614801358087,
+ "clean_loss": 0.5223577785196669,
+ "noisy_loss_mean": 0.523162714007856
+ },
+ {
+ "train_step": 5602,
+ "loss": 0.4097877965297152,
+ "clean_loss": 0.40622614336376006,
+ "noisy_loss_mean": 0.4109750142517003
+ },
+ {
+ "train_step": 5603,
+ "loss": 0.6481821308876348,
+ "clean_loss": 0.6424920470822528,
+ "noisy_loss_mean": 0.6500788254894286
+ },
+ {
+ "train_step": 5604,
+ "loss": 0.49371889830018767,
+ "clean_loss": 0.5044451766304024,
+ "noisy_loss_mean": 0.4901434721901161
+ },
+ {
+ "train_step": 5605,
+ "loss": 0.4626972009509111,
+ "clean_loss": 0.4720360545493947,
+ "noisy_loss_mean": 0.4595842497514166
+ },
+ {
+ "train_step": 5606,
+ "loss": 0.420111849755505,
+ "clean_loss": 0.41959868349311813,
+ "noisy_loss_mean": 0.4202829051763006
+ },
+ {
+ "train_step": 5607,
+ "loss": 0.602382725317712,
+ "clean_loss": 0.5964421537771201,
+ "noisy_loss_mean": 0.6043629158312427
+ },
+ {
+ "train_step": 5608,
+ "loss": 0.5392272386793064,
+ "clean_loss": 0.5269098899032173,
+ "noisy_loss_mean": 0.5433330216046693
+ },
+ {
+ "train_step": 5609,
+ "loss": 0.6427049673531829,
+ "clean_loss": 0.5997078492486411,
+ "noisy_loss_mean": 0.6570373400546969
+ },
+ {
+ "train_step": 5610,
+ "loss": 0.5840459350598854,
+ "clean_loss": 0.5893270820546197,
+ "noisy_loss_mean": 0.5822855527283074
+ },
+ {
+ "train_step": 5611,
+ "loss": 0.5422432309081711,
+ "clean_loss": 0.5386512681983741,
+ "noisy_loss_mean": 0.5434405518114367
+ },
+ {
+ "train_step": 5612,
+ "loss": 0.3979591850846112,
+ "clean_loss": 0.3938139801436973,
+ "noisy_loss_mean": 0.39934092006491584
+ },
+ {
+ "train_step": 5613,
+ "loss": 0.5455666031242142,
+ "clean_loss": 0.5601448618323713,
+ "noisy_loss_mean": 0.5407071835548286
+ },
+ {
+ "train_step": 5614,
+ "loss": 0.5791762481100454,
+ "clean_loss": 0.5818267485823043,
+ "noisy_loss_mean": 0.5782927479526259
+ },
+ {
+ "train_step": 5615,
+ "loss": 0.48654718379491,
+ "clean_loss": 0.4826585617451138,
+ "noisy_loss_mean": 0.4878433911448421
+ },
+ {
+ "train_step": 5616,
+ "loss": 0.5004764315664068,
+ "clean_loss": 0.502167112648727,
+ "noisy_loss_mean": 0.4999128712056334
+ },
+ {
+ "train_step": 5617,
+ "loss": 0.5570119643726197,
+ "clean_loss": 0.5487604350894597,
+ "noisy_loss_mean": 0.5597624741336732
+ },
+ {
+ "train_step": 5618,
+ "loss": 0.7120648291345988,
+ "clean_loss": 0.7260751123775987,
+ "noisy_loss_mean": 0.7073947347202655
+ },
+ {
+ "train_step": 5619,
+ "loss": 0.7116871893277814,
+ "clean_loss": 0.6943172485345056,
+ "noisy_loss_mean": 0.7174771695922066
+ },
+ {
+ "train_step": 5620,
+ "loss": 0.674314372744795,
+ "clean_loss": 0.6502955098525609,
+ "noisy_loss_mean": 0.6823206603755397
+ },
+ {
+ "train_step": 5621,
+ "loss": 0.5984469163176465,
+ "clean_loss": 0.5922185202550971,
+ "noisy_loss_mean": 0.6005230483384962
+ },
+ {
+ "train_step": 5622,
+ "loss": 0.5411613452270707,
+ "clean_loss": 0.5433433635427382,
+ "noisy_loss_mean": 0.540434005788515
+ },
+ {
+ "train_step": 5623,
+ "loss": 0.45673420887563937,
+ "clean_loss": 0.4627176644299126,
+ "noisy_loss_mean": 0.4547397236908816
+ },
+ {
+ "train_step": 5624,
+ "loss": 0.6112836441435405,
+ "clean_loss": 0.6233610776410183,
+ "noisy_loss_mean": 0.6072578329777146
+ },
+ {
+ "train_step": 5625,
+ "loss": 0.574714395521582,
+ "clean_loss": 0.5744451086798898,
+ "noisy_loss_mean": 0.574804157802146
+ },
+ {
+ "train_step": 5626,
+ "loss": 0.5600155430303617,
+ "clean_loss": 0.5536752973871699,
+ "noisy_loss_mean": 0.562128958244759
+ },
+ {
+ "train_step": 5627,
+ "loss": 0.5654087315718912,
+ "clean_loss": 0.5709626201275496,
+ "noisy_loss_mean": 0.5635574353866718
+ },
+ {
+ "train_step": 5628,
+ "loss": 0.5911583527436717,
+ "clean_loss": 0.6043660418126757,
+ "noisy_loss_mean": 0.5867557897206702
+ },
+ {
+ "train_step": 5629,
+ "loss": 0.5597802891955536,
+ "clean_loss": 0.5655775160834806,
+ "noisy_loss_mean": 0.5578478802329112
+ },
+ {
+ "train_step": 5630,
+ "loss": 0.5114361331567727,
+ "clean_loss": 0.49773061771456306,
+ "noisy_loss_mean": 0.5160046383041759
+ },
+ {
+ "train_step": 5631,
+ "loss": 0.290186539206113,
+ "clean_loss": 0.28818476807249854,
+ "noisy_loss_mean": 0.29085379625065116
+ },
+ {
+ "train_step": 5632,
+ "loss": 0.6717766379688197,
+ "clean_loss": 0.6825426234806641,
+ "noisy_loss_mean": 0.6681879761315382
+ },
+ {
+ "train_step": 5633,
+ "loss": 0.39445394909728604,
+ "clean_loss": 0.39189857521388444,
+ "noisy_loss_mean": 0.39530574039175326
+ },
+ {
+ "train_step": 5634,
+ "loss": 0.8156829019324044,
+ "clean_loss": 0.7838969762679592,
+ "noisy_loss_mean": 0.8262782104872196
+ },
+ {
+ "train_step": 5635,
+ "loss": 0.6450659264270119,
+ "clean_loss": 0.6438927424311763,
+ "noisy_loss_mean": 0.645456987758957
+ },
+ {
+ "train_step": 5636,
+ "loss": 0.47859397933906633,
+ "clean_loss": 0.44946288989774547,
+ "noisy_loss_mean": 0.4883043424861733
+ },
+ {
+ "train_step": 5637,
+ "loss": 0.5323157780375563,
+ "clean_loss": 0.5317623081728468,
+ "noisy_loss_mean": 0.5325002679924595
+ },
+ {
+ "train_step": 5638,
+ "loss": 0.4475154925765745,
+ "clean_loss": 0.4571294446764535,
+ "noisy_loss_mean": 0.44431084187661485
+ },
+ {
+ "train_step": 5639,
+ "loss": 0.532476286276417,
+ "clean_loss": 0.5377249125432924,
+ "noisy_loss_mean": 0.5307267441874585
+ },
+ {
+ "train_step": 5640,
+ "loss": 0.5137923292812809,
+ "clean_loss": 0.5090733806837943,
+ "noisy_loss_mean": 0.5153653121471099
+ },
+ {
+ "train_step": 5641,
+ "loss": 0.6375474287095717,
+ "clean_loss": 0.6349742337342127,
+ "noisy_loss_mean": 0.6384051603680247
+ },
+ {
+ "train_step": 5642,
+ "loss": 0.3259803402175478,
+ "clean_loss": 0.32461517220803154,
+ "noisy_loss_mean": 0.3264353962207199
+ },
+ {
+ "train_step": 5643,
+ "loss": 0.552458133788098,
+ "clean_loss": 0.5599785258623776,
+ "noisy_loss_mean": 0.5499513364300048
+ },
+ {
+ "train_step": 5644,
+ "loss": 0.6193299755067347,
+ "clean_loss": 0.6189975059596553,
+ "noisy_loss_mean": 0.6194407986890944
+ },
+ {
+ "train_step": 5645,
+ "loss": 0.5956375732593542,
+ "clean_loss": 0.5760028365852838,
+ "noisy_loss_mean": 0.6021824854840443
+ },
+ {
+ "train_step": 5646,
+ "loss": 0.4887625682877249,
+ "clean_loss": 0.4816983079279655,
+ "noisy_loss_mean": 0.49111732174097805
+ },
+ {
+ "train_step": 5647,
+ "loss": 0.464685616688495,
+ "clean_loss": 0.46040176928426485,
+ "noisy_loss_mean": 0.46611356582323843
+ },
+ {
+ "train_step": 5648,
+ "loss": 0.6564885255331344,
+ "clean_loss": 0.657370305911117,
+ "noisy_loss_mean": 0.6561945987404735
+ },
+ {
+ "train_step": 5649,
+ "loss": 0.47550441959027084,
+ "clean_loss": 0.4729210355113711,
+ "noisy_loss_mean": 0.47636554761657074
+ },
+ {
+ "train_step": 5650,
+ "loss": 0.6209212663987975,
+ "clean_loss": 0.62683323709376,
+ "noisy_loss_mean": 0.6189506095004766
+ },
+ {
+ "train_step": 5651,
+ "loss": 0.31232834905310924,
+ "clean_loss": 0.3159304896558889,
+ "noisy_loss_mean": 0.3111276355188493
+ },
+ {
+ "train_step": 5652,
+ "loss": 0.7547508032170311,
+ "clean_loss": 0.7446083484940682,
+ "noisy_loss_mean": 0.7581316214580188
+ },
+ {
+ "train_step": 5653,
+ "loss": 0.4390932199252687,
+ "clean_loss": 0.43945990721632167,
+ "noisy_loss_mean": 0.43897099082825103
+ },
+ {
+ "train_step": 5654,
+ "loss": 0.6849814739680722,
+ "clean_loss": 0.6982527238406556,
+ "noisy_loss_mean": 0.6805577240105443
+ },
+ {
+ "train_step": 5655,
+ "loss": 0.5868369896241562,
+ "clean_loss": 0.5834756891382679,
+ "noisy_loss_mean": 0.5879574231194523
+ },
+ {
+ "train_step": 5656,
+ "loss": 0.420424763088636,
+ "clean_loss": 0.40682505172385375,
+ "noisy_loss_mean": 0.42495800021023006
+ },
+ {
+ "train_step": 5657,
+ "loss": 0.5989156269197419,
+ "clean_loss": 0.6100109501797436,
+ "noisy_loss_mean": 0.5952171858330747
+ },
+ {
+ "train_step": 5658,
+ "loss": 0.5417617934160854,
+ "clean_loss": 0.546573860646395,
+ "noisy_loss_mean": 0.5401577710059823
+ },
+ {
+ "train_step": 5659,
+ "loss": 0.5844920889172742,
+ "clean_loss": 0.5722993084261232,
+ "noisy_loss_mean": 0.5885563490809912
+ },
+ {
+ "train_step": 5660,
+ "loss": 0.41953717906007737,
+ "clean_loss": 0.42942652915275,
+ "noisy_loss_mean": 0.4162407290291865
+ },
+ {
+ "train_step": 5661,
+ "loss": 0.5304418131689093,
+ "clean_loss": 0.5226181086206092,
+ "noisy_loss_mean": 0.5330497146850093
+ },
+ {
+ "train_step": 5662,
+ "loss": 0.4531224887948344,
+ "clean_loss": 0.4558847315364768,
+ "noisy_loss_mean": 0.45220174121428697
+ },
+ {
+ "train_step": 5663,
+ "loss": 0.5272611490467691,
+ "clean_loss": 0.5272130174900491,
+ "noisy_loss_mean": 0.527277192899009
+ },
+ {
+ "train_step": 5664,
+ "loss": 0.4681897878668586,
+ "clean_loss": 0.4585945616999763,
+ "noisy_loss_mean": 0.4713881965891527
+ },
+ {
+ "train_step": 5665,
+ "loss": 0.6790852230236089,
+ "clean_loss": 0.7073043640331957,
+ "noisy_loss_mean": 0.6696788426870799
+ },
+ {
+ "train_step": 5666,
+ "loss": 0.44446999921702296,
+ "clean_loss": 0.44720732793530715,
+ "noisy_loss_mean": 0.4435575563109282
+ },
+ {
+ "train_step": 5667,
+ "loss": 0.4682469192073182,
+ "clean_loss": 0.45109745667937806,
+ "noisy_loss_mean": 0.47396340671663156
+ },
+ {
+ "train_step": 5668,
+ "loss": 0.5604459336389378,
+ "clean_loss": 0.5613116752428653,
+ "noisy_loss_mean": 0.5601573531042953
+ },
+ {
+ "train_step": 5669,
+ "loss": 0.5397776209917124,
+ "clean_loss": 0.5330007558238401,
+ "noisy_loss_mean": 0.5420365760476699
+ },
+ {
+ "train_step": 5670,
+ "loss": 0.4555504203367681,
+ "clean_loss": 0.45741883437189584,
+ "noisy_loss_mean": 0.4549276156583922
+ },
+ {
+ "train_step": 5671,
+ "loss": 0.6718473458125005,
+ "clean_loss": 0.6827152462148228,
+ "noisy_loss_mean": 0.6682247123450598
+ },
+ {
+ "train_step": 5672,
+ "loss": 0.37171328912269697,
+ "clean_loss": 0.372459700468192,
+ "noisy_loss_mean": 0.3714644853408653
+ },
+ {
+ "train_step": 5673,
+ "loss": 0.5142323477300715,
+ "clean_loss": 0.488170154993535,
+ "noisy_loss_mean": 0.5229197453089172
+ },
+ {
+ "train_step": 5674,
+ "loss": 0.8519707022818996,
+ "clean_loss": 0.8342299693748141,
+ "noisy_loss_mean": 0.8578842799175949
+ },
+ {
+ "train_step": 5675,
+ "loss": 0.4887572576518564,
+ "clean_loss": 0.48054854899979904,
+ "noisy_loss_mean": 0.4914934938692088
+ },
+ {
+ "train_step": 5676,
+ "loss": 0.7749861847309288,
+ "clean_loss": 0.7717040270670665,
+ "noisy_loss_mean": 0.7760802372855494
+ },
+ {
+ "train_step": 5677,
+ "loss": 0.49074161556411006,
+ "clean_loss": 0.4808685286937384,
+ "noisy_loss_mean": 0.4940326445209006
+ },
+ {
+ "train_step": 5678,
+ "loss": 0.5610993164994265,
+ "clean_loss": 0.5451931591359324,
+ "noisy_loss_mean": 0.5664013689539243
+ },
+ {
+ "train_step": 5679,
+ "loss": 0.5458185733746259,
+ "clean_loss": 0.5676835249820728,
+ "noisy_loss_mean": 0.5385302561721437
+ },
+ {
+ "train_step": 5680,
+ "loss": 0.5533478368052951,
+ "clean_loss": 0.5471361685961765,
+ "noisy_loss_mean": 0.5554183928750014
+ },
+ {
+ "train_step": 5681,
+ "loss": 0.4836386610502452,
+ "clean_loss": 0.4800396791091326,
+ "noisy_loss_mean": 0.48483832169728286
+ },
+ {
+ "train_step": 5682,
+ "loss": 0.545085868446441,
+ "clean_loss": 0.5493793958054671,
+ "noisy_loss_mean": 0.543654692660099
+ },
+ {
+ "train_step": 5683,
+ "loss": 0.6633364289470779,
+ "clean_loss": 0.6743622587048773,
+ "noisy_loss_mean": 0.6596611523611448
+ },
+ {
+ "train_step": 5684,
+ "loss": 0.6506236968383201,
+ "clean_loss": 0.6506469488328918,
+ "noisy_loss_mean": 0.6506159461734629
+ },
+ {
+ "train_step": 5685,
+ "loss": 0.7390548965459427,
+ "clean_loss": 0.7629876235363817,
+ "noisy_loss_mean": 0.7310773208824629
+ },
+ {
+ "train_step": 5686,
+ "loss": 0.6189627705726228,
+ "clean_loss": 0.609233575433631,
+ "noisy_loss_mean": 0.6222058356189534
+ },
+ {
+ "train_step": 5687,
+ "loss": 0.3831284746409287,
+ "clean_loss": 0.3805426853826689,
+ "noisy_loss_mean": 0.38399040439368193
+ },
+ {
+ "train_step": 5688,
+ "loss": 0.3694647280608227,
+ "clean_loss": 0.36710869001538526,
+ "noisy_loss_mean": 0.3702500740759685
+ },
+ {
+ "train_step": 5689,
+ "loss": 0.6847355573350737,
+ "clean_loss": 0.6769273287648347,
+ "noisy_loss_mean": 0.6873383001918202
+ },
+ {
+ "train_step": 5690,
+ "loss": 0.4509687886389008,
+ "clean_loss": 0.4436666229700428,
+ "noisy_loss_mean": 0.4534028438618534
+ },
+ {
+ "train_step": 5691,
+ "loss": 0.4628380567331082,
+ "clean_loss": 0.45581684455785426,
+ "noisy_loss_mean": 0.46517846079152614
+ },
+ {
+ "train_step": 5692,
+ "loss": 0.7584142780686783,
+ "clean_loss": 0.738775047958297,
+ "noisy_loss_mean": 0.7649606881054721
+ },
+ {
+ "train_step": 5693,
+ "loss": 0.6444624934019765,
+ "clean_loss": 0.6328341791215645,
+ "noisy_loss_mean": 0.6483385981621138
+ },
+ {
+ "train_step": 5694,
+ "loss": 0.6356227560537172,
+ "clean_loss": 0.6261686909226142,
+ "noisy_loss_mean": 0.6387741110974182
+ },
+ {
+ "train_step": 5695,
+ "loss": 0.5326533155833778,
+ "clean_loss": 0.5414730249807584,
+ "noisy_loss_mean": 0.5297134124509175
+ },
+ {
+ "train_step": 5696,
+ "loss": 0.632343385597347,
+ "clean_loss": 0.6322285596008352,
+ "noisy_loss_mean": 0.6323816609295175
+ },
+ {
+ "train_step": 5697,
+ "loss": 0.6311869078057644,
+ "clean_loss": 0.6280040812391476,
+ "noisy_loss_mean": 0.6322478499946365
+ },
+ {
+ "train_step": 5698,
+ "loss": 0.29175194059288223,
+ "clean_loss": 0.2968704766143987,
+ "noisy_loss_mean": 0.29004576191904347
+ },
+ {
+ "train_step": 5699,
+ "loss": 0.6531141519302583,
+ "clean_loss": 0.6733573356508584,
+ "noisy_loss_mean": 0.6463664240233916
+ },
+ {
+ "train_step": 5700,
+ "loss": 0.5787669451724555,
+ "clean_loss": 0.5795957994039524,
+ "noisy_loss_mean": 0.5784906604286232
+ },
+ {
+ "train_step": 5701,
+ "loss": 0.5516807198614724,
+ "clean_loss": 0.5686222519823829,
+ "noisy_loss_mean": 0.5460335424878355
+ },
+ {
+ "train_step": 5702,
+ "loss": 0.7386088693411995,
+ "clean_loss": 0.7409919535314309,
+ "noisy_loss_mean": 0.7378145079444557
+ },
+ {
+ "train_step": 5703,
+ "loss": 0.5784174302619292,
+ "clean_loss": 0.5781096058951738,
+ "noisy_loss_mean": 0.5785200383841809
+ },
+ {
+ "train_step": 5704,
+ "loss": 0.4605540454514264,
+ "clean_loss": 0.46893056536301747,
+ "noisy_loss_mean": 0.4577618721475627
+ },
+ {
+ "train_step": 5705,
+ "loss": 0.6225128307534804,
+ "clean_loss": 0.6132980197179719,
+ "noisy_loss_mean": 0.6255844344319833
+ },
+ {
+ "train_step": 5706,
+ "loss": 0.5240436461478093,
+ "clean_loss": 0.5211439691134346,
+ "noisy_loss_mean": 0.5250102051592674
+ },
+ {
+ "train_step": 5707,
+ "loss": 0.5030635370141416,
+ "clean_loss": 0.5005107657557625,
+ "noisy_loss_mean": 0.5039144607669347
+ },
+ {
+ "train_step": 5708,
+ "loss": 0.45292070951017366,
+ "clean_loss": 0.4552828852207058,
+ "noisy_loss_mean": 0.4521333176066629
+ },
+ {
+ "train_step": 5709,
+ "loss": 0.6571274478738747,
+ "clean_loss": 0.6476439144848086,
+ "noisy_loss_mean": 0.66028862567023
+ },
+ {
+ "train_step": 5710,
+ "loss": 0.5603742011629049,
+ "clean_loss": 0.5597113537349446,
+ "noisy_loss_mean": 0.5605951503055584
+ },
+ {
+ "train_step": 5711,
+ "loss": 0.4992398410769559,
+ "clean_loss": 0.4962742956248251,
+ "noisy_loss_mean": 0.5002283562276663
+ },
+ {
+ "train_step": 5712,
+ "loss": 0.48450669787402845,
+ "clean_loss": 0.49409114607067695,
+ "noisy_loss_mean": 0.48131188180847895
+ },
+ {
+ "train_step": 5713,
+ "loss": 0.5657405548109399,
+ "clean_loss": 0.5666984635980371,
+ "noisy_loss_mean": 0.5654212518819075
+ },
+ {
+ "train_step": 5714,
+ "loss": 0.5241665239701486,
+ "clean_loss": 0.5195364148388923,
+ "noisy_loss_mean": 0.5257098936805674
+ },
+ {
+ "train_step": 5715,
+ "loss": 0.6182004420185163,
+ "clean_loss": 0.6446401504677248,
+ "noisy_loss_mean": 0.6093872058687801
+ },
+ {
+ "train_step": 5716,
+ "loss": 0.5997249476746358,
+ "clean_loss": 0.6076894733456785,
+ "noisy_loss_mean": 0.5970701057842883
+ },
+ {
+ "train_step": 5717,
+ "loss": 0.510109541869053,
+ "clean_loss": 0.5080266671429086,
+ "noisy_loss_mean": 0.5108038334444345
+ },
+ {
+ "train_step": 5718,
+ "loss": 0.6156711446660877,
+ "clean_loss": 0.6121297624668892,
+ "noisy_loss_mean": 0.616851605399154
+ },
+ {
+ "train_step": 5719,
+ "loss": 0.5909556841820165,
+ "clean_loss": 0.5876245452432514,
+ "noisy_loss_mean": 0.5920660638282715
+ },
+ {
+ "train_step": 5720,
+ "loss": 0.5472777817624326,
+ "clean_loss": 0.51674647297427,
+ "noisy_loss_mean": 0.5574548846918201
+ },
+ {
+ "train_step": 5721,
+ "loss": 0.3692045216096034,
+ "clean_loss": 0.3735863054741287,
+ "noisy_loss_mean": 0.3677439269880949
+ },
+ {
+ "train_step": 5722,
+ "loss": 0.5413624649135467,
+ "clean_loss": 0.5371445668824997,
+ "noisy_loss_mean": 0.5427684309238958
+ },
+ {
+ "train_step": 5723,
+ "loss": 0.49719074668603,
+ "clean_loss": 0.4903574557708293,
+ "noisy_loss_mean": 0.49946851032443024
+ },
+ {
+ "train_step": 5724,
+ "loss": 0.4752279362698013,
+ "clean_loss": 0.4787166116320103,
+ "noisy_loss_mean": 0.47406504448239833
+ },
+ {
+ "train_step": 5725,
+ "loss": 0.5742142333849817,
+ "clean_loss": 0.5756425294786803,
+ "noisy_loss_mean": 0.5737381346870821
+ },
+ {
+ "train_step": 5726,
+ "loss": 0.764315009369445,
+ "clean_loss": 0.7633017108289969,
+ "noisy_loss_mean": 0.7646527755495942
+ },
+ {
+ "train_step": 5727,
+ "loss": 0.5239705104886768,
+ "clean_loss": 0.5165762018652598,
+ "noisy_loss_mean": 0.5264352800298159
+ },
+ {
+ "train_step": 5728,
+ "loss": 0.6805557455372572,
+ "clean_loss": 0.6830654235915066,
+ "noisy_loss_mean": 0.6797191861858406
+ },
+ {
+ "train_step": 5729,
+ "loss": 0.6899763315252183,
+ "clean_loss": 0.6795308086482874,
+ "noisy_loss_mean": 0.6934581724841952
+ },
+ {
+ "train_step": 5730,
+ "loss": 0.5563162435781499,
+ "clean_loss": 0.5623274900484122,
+ "noisy_loss_mean": 0.5543124947547292
+ },
+ {
+ "train_step": 5731,
+ "loss": 0.5395448816100908,
+ "clean_loss": 0.5389450462716231,
+ "noisy_loss_mean": 0.5397448267229135
+ },
+ {
+ "train_step": 5732,
+ "loss": 0.4600411070208634,
+ "clean_loss": 0.4648110825996078,
+ "noisy_loss_mean": 0.458451115161282
+ },
+ {
+ "train_step": 5733,
+ "loss": 0.6762829235213823,
+ "clean_loss": 0.6808589810137378,
+ "noisy_loss_mean": 0.6747575710239305
+ },
+ {
+ "train_step": 5734,
+ "loss": 0.7340746219225833,
+ "clean_loss": 0.7482413146165144,
+ "noisy_loss_mean": 0.7293523910246064
+ },
+ {
+ "train_step": 5735,
+ "loss": 0.6633708604191642,
+ "clean_loss": 0.6753131062980116,
+ "noisy_loss_mean": 0.6593901117928817
+ },
+ {
+ "train_step": 5736,
+ "loss": 0.4645503102522781,
+ "clean_loss": 0.4583420682995473,
+ "noisy_loss_mean": 0.4666197242365217
+ },
+ {
+ "train_step": 5737,
+ "loss": 0.6256643945144731,
+ "clean_loss": 0.6266550879682338,
+ "noisy_loss_mean": 0.6253341633632196
+ },
+ {
+ "train_step": 5738,
+ "loss": 0.6073403830841186,
+ "clean_loss": 0.6240741257443461,
+ "noisy_loss_mean": 0.6017624688640429
+ },
+ {
+ "train_step": 5739,
+ "loss": 0.5815311872694122,
+ "clean_loss": 0.5876484008943926,
+ "noisy_loss_mean": 0.5794921160610855
+ },
+ {
+ "train_step": 5740,
+ "loss": 0.4865628440704355,
+ "clean_loss": 0.4929739784413742,
+ "noisy_loss_mean": 0.4844257992801226
+ },
+ {
+ "train_step": 5741,
+ "loss": 0.6363744505757423,
+ "clean_loss": 0.6408041251172251,
+ "noisy_loss_mean": 0.6348978923952481
+ },
+ {
+ "train_step": 5742,
+ "loss": 0.6198277112841145,
+ "clean_loss": 0.6167351502611518,
+ "noisy_loss_mean": 0.6208585649584354
+ },
+ {
+ "train_step": 5743,
+ "loss": 0.6485619229619488,
+ "clean_loss": 0.6454318415237931,
+ "noisy_loss_mean": 0.6496052834413342
+ },
+ {
+ "train_step": 5744,
+ "loss": 0.6406286209107166,
+ "clean_loss": 0.6424677411125037,
+ "noisy_loss_mean": 0.6400155808434543
+ },
+ {
+ "train_step": 5745,
+ "loss": 0.6995913676031715,
+ "clean_loss": 0.6896074668073737,
+ "noisy_loss_mean": 0.702919334535104
+ },
+ {
+ "train_step": 5746,
+ "loss": 0.7338692258750955,
+ "clean_loss": 0.7381039472071965,
+ "noisy_loss_mean": 0.7324576520977285
+ },
+ {
+ "train_step": 5747,
+ "loss": 0.5380037386775921,
+ "clean_loss": 0.5416906441907158,
+ "noisy_loss_mean": 0.5367747701732175
+ },
+ {
+ "train_step": 5748,
+ "loss": 0.622544239856884,
+ "clean_loss": 0.6208118749220775,
+ "noisy_loss_mean": 0.6231216948351529
+ },
+ {
+ "train_step": 5749,
+ "loss": 0.5561845669778471,
+ "clean_loss": 0.5497362447050753,
+ "noisy_loss_mean": 0.5583340077354376
+ },
+ {
+ "train_step": 5750,
+ "loss": 0.5742213053151857,
+ "clean_loss": 0.561328909259051,
+ "noisy_loss_mean": 0.5785187706672307
+ },
+ {
+ "train_step": 5751,
+ "loss": 0.43465985188485223,
+ "clean_loss": 0.4344990799065822,
+ "noisy_loss_mean": 0.43471344254427563
+ },
+ {
+ "train_step": 5752,
+ "loss": 0.4474870288139756,
+ "clean_loss": 0.44709362501523586,
+ "noisy_loss_mean": 0.4476181634135555
+ },
+ {
+ "train_step": 5753,
+ "loss": 0.5136183544930881,
+ "clean_loss": 0.5125930640421933,
+ "noisy_loss_mean": 0.5139601179767196
+ },
+ {
+ "train_step": 5754,
+ "loss": 0.441000833999717,
+ "clean_loss": 0.4428285633499226,
+ "noisy_loss_mean": 0.4403915908829818
+ },
+ {
+ "train_step": 5755,
+ "loss": 0.4089268911821822,
+ "clean_loss": 0.397349993070435,
+ "noisy_loss_mean": 0.41278585721943123
+ },
+ {
+ "train_step": 5756,
+ "loss": 0.4100211270283977,
+ "clean_loss": 0.4063625204766149,
+ "noisy_loss_mean": 0.41124066254565866
+ },
+ {
+ "train_step": 5757,
+ "loss": 0.509569454925042,
+ "clean_loss": 0.5101742343998126,
+ "noisy_loss_mean": 0.5093678617667853
+ },
+ {
+ "train_step": 5758,
+ "loss": 0.7124224862289528,
+ "clean_loss": 0.709270277258553,
+ "noisy_loss_mean": 0.7134732225524193
+ },
+ {
+ "train_step": 5759,
+ "loss": 0.4498352912470792,
+ "clean_loss": 0.45257898602486957,
+ "noisy_loss_mean": 0.44892072632114904
+ },
+ {
+ "train_step": 5760,
+ "loss": 0.7164214191765841,
+ "clean_loss": 0.7159892082474374,
+ "noisy_loss_mean": 0.7165654894862996
+ },
+ {
+ "train_step": 5761,
+ "loss": 0.485288768158336,
+ "clean_loss": 0.48339977935426914,
+ "noisy_loss_mean": 0.48591843109302496
+ },
+ {
+ "train_step": 5762,
+ "loss": 0.7207245273207283,
+ "clean_loss": 0.7183148562616168,
+ "noisy_loss_mean": 0.7215277510070988
+ },
+ {
+ "train_step": 5763,
+ "loss": 0.6061811020334771,
+ "clean_loss": 0.5962853470073916,
+ "noisy_loss_mean": 0.6094796870421723
+ },
+ {
+ "train_step": 5764,
+ "loss": 0.7424948697138362,
+ "clean_loss": 0.7436403637535914,
+ "noisy_loss_mean": 0.7421130383672511
+ },
+ {
+ "train_step": 5765,
+ "loss": 0.6615075545697887,
+ "clean_loss": 0.6578602121663806,
+ "noisy_loss_mean": 0.6627233353709249
+ },
+ {
+ "train_step": 5766,
+ "loss": 0.5706541856355755,
+ "clean_loss": 0.5689732003183623,
+ "noisy_loss_mean": 0.5712145140746464
+ },
+ {
+ "train_step": 5767,
+ "loss": 0.42534279027334754,
+ "clean_loss": 0.42402889307213715,
+ "noisy_loss_mean": 0.42578075600708437
+ },
+ {
+ "train_step": 5768,
+ "loss": 0.6196272938413512,
+ "clean_loss": 0.6194243529872969,
+ "noisy_loss_mean": 0.6196949407927026
+ },
+ {
+ "train_step": 5769,
+ "loss": 0.4414158194431398,
+ "clean_loss": 0.45376086556654327,
+ "noisy_loss_mean": 0.43730080406867194
+ },
+ {
+ "train_step": 5770,
+ "loss": 0.6394875482951721,
+ "clean_loss": 0.6477925838107588,
+ "noisy_loss_mean": 0.63671920312331
+ },
+ {
+ "train_step": 5771,
+ "loss": 0.5140434471006998,
+ "clean_loss": 0.5120872715789578,
+ "noisy_loss_mean": 0.5146955056079472
+ },
+ {
+ "train_step": 5772,
+ "loss": 0.516866002181785,
+ "clean_loss": 0.5072235218191288,
+ "noisy_loss_mean": 0.5200801623026705
+ },
+ {
+ "train_step": 5773,
+ "loss": 0.5634569688548138,
+ "clean_loss": 0.5432717875966916,
+ "noisy_loss_mean": 0.5701853626075213
+ },
+ {
+ "train_step": 5774,
+ "loss": 0.7216544955230341,
+ "clean_loss": 0.7214213865126851,
+ "noisy_loss_mean": 0.7217321985264838
+ },
+ {
+ "train_step": 5775,
+ "loss": 0.5042943764825103,
+ "clean_loss": 0.5107446856836783,
+ "noisy_loss_mean": 0.5021442734154543
+ },
+ {
+ "train_step": 5776,
+ "loss": 0.6038875258467038,
+ "clean_loss": 0.6038179417461335,
+ "noisy_loss_mean": 0.6039107205468938
+ },
+ {
+ "train_step": 5777,
+ "loss": 0.7293247608803036,
+ "clean_loss": 0.7293165933397826,
+ "noisy_loss_mean": 0.7293274833938107
+ },
+ {
+ "train_step": 5778,
+ "loss": 0.6191422615988993,
+ "clean_loss": 0.6167225300162882,
+ "noisy_loss_mean": 0.619948838793103
+ },
+ {
+ "train_step": 5779,
+ "loss": 0.4973983585543097,
+ "clean_loss": 0.4803603855309924,
+ "noisy_loss_mean": 0.5030776828954155
+ },
+ {
+ "train_step": 5780,
+ "loss": 0.4840999145318131,
+ "clean_loss": 0.4841675027245605,
+ "noisy_loss_mean": 0.48407738513423065
+ },
+ {
+ "train_step": 5781,
+ "loss": 0.7311905145629878,
+ "clean_loss": 0.7167474854580783,
+ "noisy_loss_mean": 0.7360048575979575
+ },
+ {
+ "train_step": 5782,
+ "loss": 0.6262553844812989,
+ "clean_loss": 0.6295313015702223,
+ "noisy_loss_mean": 0.6251634121183245
+ },
+ {
+ "train_step": 5783,
+ "loss": 0.4863644436389403,
+ "clean_loss": 0.48716632271124327,
+ "noisy_loss_mean": 0.4860971506148393
+ },
+ {
+ "train_step": 5784,
+ "loss": 0.4426252515631231,
+ "clean_loss": 0.43316641127011035,
+ "noisy_loss_mean": 0.4457781983274607
+ },
+ {
+ "train_step": 5785,
+ "loss": 0.6757688553872236,
+ "clean_loss": 0.677650815324379,
+ "noisy_loss_mean": 0.675141535408172
+ },
+ {
+ "train_step": 5786,
+ "loss": 0.757100065902674,
+ "clean_loss": 0.7502352771318657,
+ "noisy_loss_mean": 0.7593883288262768
+ },
+ {
+ "train_step": 5787,
+ "loss": 0.5060862030976733,
+ "clean_loss": 0.5059855294122949,
+ "noisy_loss_mean": 0.5061197609927994
+ },
+ {
+ "train_step": 5788,
+ "loss": 0.654871665286518,
+ "clean_loss": 0.6564894726725876,
+ "noisy_loss_mean": 0.6543323961578281
+ },
+ {
+ "train_step": 5789,
+ "loss": 0.5570965055811012,
+ "clean_loss": 0.5550863065242153,
+ "noisy_loss_mean": 0.5577665719333965
+ },
+ {
+ "train_step": 5790,
+ "loss": 0.6351184008996213,
+ "clean_loss": 0.6339241154595774,
+ "noisy_loss_mean": 0.6355164960463027
+ },
+ {
+ "train_step": 5791,
+ "loss": 0.553995470886361,
+ "clean_loss": 0.5699260481466178,
+ "noisy_loss_mean": 0.5486852784662756
+ },
+ {
+ "train_step": 5792,
+ "loss": 0.6701859235809493,
+ "clean_loss": 0.6478787574310753,
+ "noisy_loss_mean": 0.6776216456309073
+ },
+ {
+ "train_step": 5793,
+ "loss": 0.5428432168477717,
+ "clean_loss": 0.547646972421875,
+ "noisy_loss_mean": 0.5412419649897373
+ },
+ {
+ "train_step": 5794,
+ "loss": 0.6366958398078449,
+ "clean_loss": 0.6384837279104094,
+ "noisy_loss_mean": 0.6360998771069901
+ },
+ {
+ "train_step": 5795,
+ "loss": 0.5482954186078813,
+ "clean_loss": 0.5546415855828685,
+ "noisy_loss_mean": 0.5461800296162189
+ },
+ {
+ "train_step": 5796,
+ "loss": 0.6661335395225334,
+ "clean_loss": 0.6736865212521307,
+ "noisy_loss_mean": 0.6636158789460009
+ },
+ {
+ "train_step": 5797,
+ "loss": 0.4602776206132521,
+ "clean_loss": 0.4494933237783331,
+ "noisy_loss_mean": 0.46387238622489174
+ },
+ {
+ "train_step": 5798,
+ "loss": 0.5844256759951151,
+ "clean_loss": 0.5952116866431097,
+ "noisy_loss_mean": 0.5808303391124502
+ },
+ {
+ "train_step": 5799,
+ "loss": 0.451620661401841,
+ "clean_loss": 0.45132961401478766,
+ "noisy_loss_mean": 0.45171767719752537
+ },
+ {
+ "train_step": 5800,
+ "loss": 0.4619125482243132,
+ "clean_loss": 0.4579106119901517,
+ "noisy_loss_mean": 0.4632465269690336
+ },
+ {
+ "train_step": 5801,
+ "loss": 0.5162082065445606,
+ "clean_loss": 0.5116030067650479,
+ "noisy_loss_mean": 0.5177432731377314
+ },
+ {
+ "train_step": 5802,
+ "loss": 0.631360740491063,
+ "clean_loss": 0.6403172842249604,
+ "noisy_loss_mean": 0.6283752259130972
+ },
+ {
+ "train_step": 5803,
+ "loss": 0.5622385679770185,
+ "clean_loss": 0.5607369965469078,
+ "noisy_loss_mean": 0.5627390917870555
+ },
+ {
+ "train_step": 5804,
+ "loss": 0.7260604890770073,
+ "clean_loss": 0.7351467963270537,
+ "noisy_loss_mean": 0.7230317199936583
+ },
+ {
+ "train_step": 5805,
+ "loss": 0.6344711172808546,
+ "clean_loss": 0.6379802979380795,
+ "noisy_loss_mean": 0.6333013903951129
+ },
+ {
+ "train_step": 5806,
+ "loss": 0.49234496704369335,
+ "clean_loss": 0.49185319208547024,
+ "noisy_loss_mean": 0.4925088920297676
+ },
+ {
+ "train_step": 5807,
+ "loss": 0.45928536073860216,
+ "clean_loss": 0.45436090253309674,
+ "noisy_loss_mean": 0.46092684680710394
+ },
+ {
+ "train_step": 5808,
+ "loss": 0.4187787131615279,
+ "clean_loss": 0.4284547233422462,
+ "noisy_loss_mean": 0.4155533764346219
+ },
+ {
+ "train_step": 5809,
+ "loss": 0.5111863298998972,
+ "clean_loss": 0.527242717592777,
+ "noisy_loss_mean": 0.5058342006689374
+ },
+ {
+ "train_step": 5810,
+ "loss": 0.4716357418702487,
+ "clean_loss": 0.48104595757928026,
+ "noisy_loss_mean": 0.4684990033005716
+ },
+ {
+ "train_step": 5811,
+ "loss": 0.5806665645243434,
+ "clean_loss": 0.5646334482939089,
+ "noisy_loss_mean": 0.5860109366011549
+ },
+ {
+ "train_step": 5812,
+ "loss": 0.4775972792417348,
+ "clean_loss": 0.47707005560219734,
+ "noisy_loss_mean": 0.47777302045491393
+ },
+ {
+ "train_step": 5813,
+ "loss": 0.5069010607174922,
+ "clean_loss": 0.5118347512979105,
+ "noisy_loss_mean": 0.5052564971906861
+ },
+ {
+ "train_step": 5814,
+ "loss": 0.6739808624829946,
+ "clean_loss": 0.6692864884038832,
+ "noisy_loss_mean": 0.6755456538426984
+ },
+ {
+ "train_step": 5815,
+ "loss": 0.6228104159874446,
+ "clean_loss": 0.6335371291247084,
+ "noisy_loss_mean": 0.61923484494169
+ },
+ {
+ "train_step": 5816,
+ "loss": 0.5127203193288379,
+ "clean_loss": 0.5150499681037611,
+ "noisy_loss_mean": 0.5119437697371967
+ },
+ {
+ "train_step": 5817,
+ "loss": 0.5860264731771712,
+ "clean_loss": 0.5832529344772569,
+ "noisy_loss_mean": 0.5869509860771426
+ },
+ {
+ "train_step": 5818,
+ "loss": 0.4441008412951165,
+ "clean_loss": 0.45266332822366456,
+ "noisy_loss_mean": 0.4412466789856005
+ },
+ {
+ "train_step": 5819,
+ "loss": 0.5953433047863916,
+ "clean_loss": 0.5984231255336321,
+ "noisy_loss_mean": 0.5943166978706448
+ },
+ {
+ "train_step": 5820,
+ "loss": 0.8227140186337599,
+ "clean_loss": 0.8225435847238156,
+ "noisy_loss_mean": 0.8227708299370747
+ },
+ {
+ "train_step": 5821,
+ "loss": 0.6033235454045953,
+ "clean_loss": 0.6037931993991175,
+ "noisy_loss_mean": 0.603166994073088
+ },
+ {
+ "train_step": 5822,
+ "loss": 0.7213497553121514,
+ "clean_loss": 0.7225412265817689,
+ "noisy_loss_mean": 0.7209525982222789
+ },
+ {
+ "train_step": 5823,
+ "loss": 0.5292487955205674,
+ "clean_loss": 0.531612162544922,
+ "noisy_loss_mean": 0.5284610065124492
+ },
+ {
+ "train_step": 5824,
+ "loss": 0.6689916792417654,
+ "clean_loss": 0.6716240558813229,
+ "noisy_loss_mean": 0.6681142203619129
+ },
+ {
+ "train_step": 5825,
+ "loss": 0.5535857009715464,
+ "clean_loss": 0.5503351264008518,
+ "noisy_loss_mean": 0.5546692258284445
+ },
+ {
+ "train_step": 5826,
+ "loss": 0.5425460375784611,
+ "clean_loss": 0.5382129507893975,
+ "noisy_loss_mean": 0.5439903998414825
+ },
+ {
+ "train_step": 5827,
+ "loss": 0.42946895620640035,
+ "clean_loss": 0.4287394058850665,
+ "noisy_loss_mean": 0.4297121396468449
+ },
+ {
+ "train_step": 5828,
+ "loss": 0.555783875687601,
+ "clean_loss": 0.5554541783670358,
+ "noisy_loss_mean": 0.5558937747944561
+ },
+ {
+ "train_step": 5829,
+ "loss": 0.51966700219611,
+ "clean_loss": 0.5291280078984286,
+ "noisy_loss_mean": 0.5165133336286704
+ },
+ {
+ "train_step": 5830,
+ "loss": 0.653125710869051,
+ "clean_loss": 0.6239279050243243,
+ "noisy_loss_mean": 0.6628583128172932
+ },
+ {
+ "train_step": 5831,
+ "loss": 0.554439434635313,
+ "clean_loss": 0.5515500632366035,
+ "noisy_loss_mean": 0.5554025584348827
+ },
+ {
+ "train_step": 5832,
+ "loss": 0.6014572756088479,
+ "clean_loss": 0.5842851083373082,
+ "noisy_loss_mean": 0.6071813313660277
+ },
+ {
+ "train_step": 5833,
+ "loss": 0.6045694037566787,
+ "clean_loss": 0.6174616436581408,
+ "noisy_loss_mean": 0.6002719904561912
+ },
+ {
+ "train_step": 5834,
+ "loss": 0.6000888715876543,
+ "clean_loss": 0.6037616932739961,
+ "noisy_loss_mean": 0.5988645976922071
+ },
+ {
+ "train_step": 5835,
+ "loss": 0.6612869809380744,
+ "clean_loss": 0.658274874568062,
+ "noisy_loss_mean": 0.6622910163947452
+ },
+ {
+ "train_step": 5836,
+ "loss": 0.46016343371142654,
+ "clean_loss": 0.4630086553032221,
+ "noisy_loss_mean": 0.4592150265141614
+ },
+ {
+ "train_step": 5837,
+ "loss": 0.3493141684495844,
+ "clean_loss": 0.35194350105991823,
+ "noisy_loss_mean": 0.3484377242461398
+ },
+ {
+ "train_step": 5838,
+ "loss": 0.5967206539833094,
+ "clean_loss": 0.5992173402414704,
+ "noisy_loss_mean": 0.595888425230589
+ },
+ {
+ "train_step": 5839,
+ "loss": 0.6750559217994042,
+ "clean_loss": 0.6620496318695712,
+ "noisy_loss_mean": 0.6793913517760153
+ },
+ {
+ "train_step": 5840,
+ "loss": 0.4265495459702705,
+ "clean_loss": 0.42577882437678666,
+ "noisy_loss_mean": 0.4268064531680984
+ },
+ {
+ "train_step": 5841,
+ "loss": 0.6417106053006802,
+ "clean_loss": 0.6463510931218979,
+ "noisy_loss_mean": 0.6401637760269411
+ },
+ {
+ "train_step": 5842,
+ "loss": 0.5090192181521893,
+ "clean_loss": 0.500723005112076,
+ "noisy_loss_mean": 0.5117846224988937
+ },
+ {
+ "train_step": 5843,
+ "loss": 0.6939963550413544,
+ "clean_loss": 0.7026077976735645,
+ "noisy_loss_mean": 0.6911258741639509
+ },
+ {
+ "train_step": 5844,
+ "loss": 0.31747503274065847,
+ "clean_loss": 0.3085878673261409,
+ "noisy_loss_mean": 0.3204374212121643
+ },
+ {
+ "train_step": 5845,
+ "loss": 0.7047913485654199,
+ "clean_loss": 0.7102309597708836,
+ "noisy_loss_mean": 0.7029781448302653
+ },
+ {
+ "train_step": 5846,
+ "loss": 0.6507136397493068,
+ "clean_loss": 0.646185834362752,
+ "noisy_loss_mean": 0.6522229082114919
+ },
+ {
+ "train_step": 5847,
+ "loss": 0.6113127093833546,
+ "clean_loss": 0.6276744723408322,
+ "noisy_loss_mean": 0.6058587883975287
+ },
+ {
+ "train_step": 5848,
+ "loss": 0.5696959757677087,
+ "clean_loss": 0.5707554556516222,
+ "noisy_loss_mean": 0.5693428158064041
+ },
+ {
+ "train_step": 5849,
+ "loss": 0.5943370617751507,
+ "clean_loss": 0.6060375217241211,
+ "noisy_loss_mean": 0.5904369084588272
+ },
+ {
+ "train_step": 5850,
+ "loss": 0.40554398791261903,
+ "clean_loss": 0.39964716991324184,
+ "noisy_loss_mean": 0.4075095939124114
+ },
+ {
+ "train_step": 5851,
+ "loss": 0.5870781272058389,
+ "clean_loss": 0.5978400980699801,
+ "noisy_loss_mean": 0.5834908035844585
+ },
+ {
+ "train_step": 5852,
+ "loss": 0.5925005221192908,
+ "clean_loss": 0.5937087319373664,
+ "noisy_loss_mean": 0.5920977855132658
+ },
+ {
+ "train_step": 5853,
+ "loss": 0.7044528387610063,
+ "clean_loss": 0.7065967193669147,
+ "noisy_loss_mean": 0.7037382118923703
+ },
+ {
+ "train_step": 5854,
+ "loss": 0.6102167171509743,
+ "clean_loss": 0.6047211439073786,
+ "noisy_loss_mean": 0.6120485748988393
+ },
+ {
+ "train_step": 5855,
+ "loss": 0.5642495575061974,
+ "clean_loss": 0.5566569706801917,
+ "noisy_loss_mean": 0.5667804197815327
+ },
+ {
+ "train_step": 5856,
+ "loss": 0.444141684268492,
+ "clean_loss": 0.4273967934563362,
+ "noisy_loss_mean": 0.4497233145392106
+ },
+ {
+ "train_step": 5857,
+ "loss": 0.7297549314802589,
+ "clean_loss": 0.7232884010306311,
+ "noisy_loss_mean": 0.7319104416301349
+ },
+ {
+ "train_step": 5858,
+ "loss": 0.3867464672873974,
+ "clean_loss": 0.38403071636179736,
+ "noisy_loss_mean": 0.3876517175959308
+ },
+ {
+ "train_step": 5859,
+ "loss": 0.5407999853143117,
+ "clean_loss": 0.5335561230293836,
+ "noisy_loss_mean": 0.5432146060759545
+ },
+ {
+ "train_step": 5860,
+ "loss": 0.3951671523683854,
+ "clean_loss": 0.3930943666973819,
+ "noisy_loss_mean": 0.3958580809253866
+ },
+ {
+ "train_step": 5861,
+ "loss": 0.5768207823834847,
+ "clean_loss": 0.5729096866543668,
+ "noisy_loss_mean": 0.5781244809598572
+ },
+ {
+ "train_step": 5862,
+ "loss": 0.7579808837364851,
+ "clean_loss": 0.7554090950314138,
+ "noisy_loss_mean": 0.7588381466381756
+ },
+ {
+ "train_step": 5863,
+ "loss": 0.5878501571734644,
+ "clean_loss": 0.5927312271107674,
+ "noisy_loss_mean": 0.58622313386103
+ },
+ {
+ "train_step": 5864,
+ "loss": 0.477843959611437,
+ "clean_loss": 0.4744594568715264,
+ "noisy_loss_mean": 0.4789721271914072
+ },
+ {
+ "train_step": 5865,
+ "loss": 0.548806454185297,
+ "clean_loss": 0.5421682428636497,
+ "noisy_loss_mean": 0.5510191912925129
+ },
+ {
+ "train_step": 5866,
+ "loss": 0.5078648524027857,
+ "clean_loss": 0.5171224073837446,
+ "noisy_loss_mean": 0.5047790007424661
+ },
+ {
+ "train_step": 5867,
+ "loss": 0.35730879997029064,
+ "clean_loss": 0.34391936153923497,
+ "noisy_loss_mean": 0.3617719461139759
+ },
+ {
+ "train_step": 5868,
+ "loss": 0.5816757513047612,
+ "clean_loss": 0.5848627193564748,
+ "noisy_loss_mean": 0.5806134286208566
+ },
+ {
+ "train_step": 5869,
+ "loss": 0.584606923893656,
+ "clean_loss": 0.5834356009230041,
+ "noisy_loss_mean": 0.5849973648838732
+ },
+ {
+ "train_step": 5870,
+ "loss": 0.6197287414174841,
+ "clean_loss": 0.6179354531737293,
+ "noisy_loss_mean": 0.6203265041654024
+ },
+ {
+ "train_step": 5871,
+ "loss": 0.4534029899780621,
+ "clean_loss": 0.46050370363564835,
+ "noisy_loss_mean": 0.4510360854255333
+ },
+ {
+ "train_step": 5872,
+ "loss": 0.6381441576907244,
+ "clean_loss": 0.6523296327764493,
+ "noisy_loss_mean": 0.6334156659954827
+ },
+ {
+ "train_step": 5873,
+ "loss": 0.5551502091283826,
+ "clean_loss": 0.5596487310082614,
+ "noisy_loss_mean": 0.5536507018350898
+ },
+ {
+ "train_step": 5874,
+ "loss": 0.4032311449410329,
+ "clean_loss": 0.4025194698682519,
+ "noisy_loss_mean": 0.4034683699652932
+ },
+ {
+ "train_step": 5875,
+ "loss": 0.5335127024256626,
+ "clean_loss": 0.5028732236365532,
+ "noisy_loss_mean": 0.5437258620220323
+ },
+ {
+ "train_step": 5876,
+ "loss": 0.5117983859463797,
+ "clean_loss": 0.5142164546979571,
+ "noisy_loss_mean": 0.5109923630291874
+ },
+ {
+ "train_step": 5877,
+ "loss": 0.5244104078465672,
+ "clean_loss": 0.5281797762542151,
+ "noisy_loss_mean": 0.5231539517106847
+ },
+ {
+ "train_step": 5878,
+ "loss": 0.6912761162126744,
+ "clean_loss": 0.6962288717229825,
+ "noisy_loss_mean": 0.6896251977092382
+ },
+ {
+ "train_step": 5879,
+ "loss": 0.5929728399599842,
+ "clean_loss": 0.6062428018279296,
+ "noisy_loss_mean": 0.5885495193373357
+ },
+ {
+ "train_step": 5880,
+ "loss": 0.6455892714336691,
+ "clean_loss": 0.6439982463323652,
+ "noisy_loss_mean": 0.6461196131341038
+ },
+ {
+ "train_step": 5881,
+ "loss": 0.5067344876344901,
+ "clean_loss": 0.5106311344494125,
+ "noisy_loss_mean": 0.5054356053628494
+ },
+ {
+ "train_step": 5882,
+ "loss": 0.623686479308585,
+ "clean_loss": 0.6313911111443395,
+ "noisy_loss_mean": 0.6211182686966668
+ },
+ {
+ "train_step": 5883,
+ "loss": 0.46035205669386864,
+ "clean_loss": 0.4432280192621188,
+ "noisy_loss_mean": 0.4660600691711186
+ },
+ {
+ "train_step": 5884,
+ "loss": 0.5908141360533591,
+ "clean_loss": 0.5805138445659219,
+ "noisy_loss_mean": 0.5942475665491715
+ },
+ {
+ "train_step": 5885,
+ "loss": 0.4360879404127419,
+ "clean_loss": 0.43765566161440855,
+ "noisy_loss_mean": 0.43556536667885304
+ },
+ {
+ "train_step": 5886,
+ "loss": 0.45439265756110536,
+ "clean_loss": 0.44537590220269246,
+ "noisy_loss_mean": 0.45739824268057633
+ },
+ {
+ "train_step": 5887,
+ "loss": 0.5286954856016172,
+ "clean_loss": 0.5289183795407223,
+ "noisy_loss_mean": 0.5286211876219155
+ },
+ {
+ "train_step": 5888,
+ "loss": 0.517025938864753,
+ "clean_loss": 0.5137587778114343,
+ "noisy_loss_mean": 0.5181149925491925
+ },
+ {
+ "train_step": 5889,
+ "loss": 0.5377573544536434,
+ "clean_loss": 0.5300334462370356,
+ "noisy_loss_mean": 0.540331990525846
+ },
+ {
+ "train_step": 5890,
+ "loss": 0.7219201292865625,
+ "clean_loss": 0.7184351830989751,
+ "noisy_loss_mean": 0.7230817780157582
+ },
+ {
+ "train_step": 5891,
+ "loss": 0.5196386864340441,
+ "clean_loss": 0.5163522783202592,
+ "noisy_loss_mean": 0.5207341558053057
+ },
+ {
+ "train_step": 5892,
+ "loss": 0.5350778851712521,
+ "clean_loss": 0.5260355796430477,
+ "noisy_loss_mean": 0.5380919870139868
+ },
+ {
+ "train_step": 5893,
+ "loss": 0.6388315869108362,
+ "clean_loss": 0.6344171551827346,
+ "noisy_loss_mean": 0.6403030641535367
+ },
+ {
+ "train_step": 5894,
+ "loss": 0.4415663993898873,
+ "clean_loss": 0.4430018514168939,
+ "noisy_loss_mean": 0.4410879153808851
+ },
+ {
+ "train_step": 5895,
+ "loss": 0.4084912304705538,
+ "clean_loss": 0.40384068593174505,
+ "noisy_loss_mean": 0.4100414119834901
+ },
+ {
+ "train_step": 5896,
+ "loss": 0.5108100275905383,
+ "clean_loss": 0.5124860408591453,
+ "noisy_loss_mean": 0.5102513565010025
+ },
+ {
+ "train_step": 5897,
+ "loss": 0.3498077134368328,
+ "clean_loss": 0.3323526751011764,
+ "noisy_loss_mean": 0.3556260595487184
+ },
+ {
+ "train_step": 5898,
+ "loss": 0.48882253180854945,
+ "clean_loss": 0.4881924118433084,
+ "noisy_loss_mean": 0.4890325717969632
+ },
+ {
+ "train_step": 5899,
+ "loss": 0.5822775244094772,
+ "clean_loss": 0.5709818114623304,
+ "noisy_loss_mean": 0.5860427620585261
+ },
+ {
+ "train_step": 5900,
+ "loss": 0.5148688719573983,
+ "clean_loss": 0.5261158169337592,
+ "noisy_loss_mean": 0.5111198902986113
+ },
+ {
+ "train_step": 5901,
+ "loss": 0.5311910319914972,
+ "clean_loss": 0.5289369560957683,
+ "noisy_loss_mean": 0.5319423906234068
+ },
+ {
+ "train_step": 5902,
+ "loss": 0.39942838938964387,
+ "clean_loss": 0.402784486983282,
+ "noisy_loss_mean": 0.3983096901917645
+ },
+ {
+ "train_step": 5903,
+ "loss": 0.3843238686560267,
+ "clean_loss": 0.38778429350820137,
+ "noisy_loss_mean": 0.38317039370530187
+ },
+ {
+ "train_step": 5904,
+ "loss": 0.5002084033865783,
+ "clean_loss": 0.49159646269419127,
+ "noisy_loss_mean": 0.5030790502840407
+ },
+ {
+ "train_step": 5905,
+ "loss": 0.650294564288925,
+ "clean_loss": 0.6647144185986767,
+ "noisy_loss_mean": 0.6454879461856744
+ },
+ {
+ "train_step": 5906,
+ "loss": 0.6276813249625807,
+ "clean_loss": 0.6344653717182495,
+ "noisy_loss_mean": 0.6254199760440246
+ },
+ {
+ "train_step": 5907,
+ "loss": 0.39200999314228374,
+ "clean_loss": 0.3989116432241063,
+ "noisy_loss_mean": 0.3897094431150096
+ },
+ {
+ "train_step": 5908,
+ "loss": 0.6794754702940585,
+ "clean_loss": 0.6390723473847255,
+ "noisy_loss_mean": 0.6929431779305028
+ },
+ {
+ "train_step": 5909,
+ "loss": 0.7260699461186308,
+ "clean_loss": 0.7321567938960238,
+ "noisy_loss_mean": 0.7240409968594999
+ },
+ {
+ "train_step": 5910,
+ "loss": 0.6142041120724402,
+ "clean_loss": 0.6035125351708195,
+ "noisy_loss_mean": 0.6177679710396472
+ },
+ {
+ "train_step": 5911,
+ "loss": 0.5461332296443822,
+ "clean_loss": 0.54233905843884,
+ "noisy_loss_mean": 0.5473979533795629
+ },
+ {
+ "train_step": 5912,
+ "loss": 0.5384257302376123,
+ "clean_loss": 0.5353552052808076,
+ "noisy_loss_mean": 0.5394492385565473
+ },
+ {
+ "train_step": 5913,
+ "loss": 0.575403742304117,
+ "clean_loss": 0.5545273840222668,
+ "noisy_loss_mean": 0.5823625283980669
+ },
+ {
+ "train_step": 5914,
+ "loss": 0.4642115748089152,
+ "clean_loss": 0.46856053855908036,
+ "noisy_loss_mean": 0.4627619202255268
+ },
+ {
+ "train_step": 5915,
+ "loss": 0.4281473282410456,
+ "clean_loss": 0.4318559213828698,
+ "noisy_loss_mean": 0.4269111305271043
+ },
+ {
+ "train_step": 5916,
+ "loss": 0.6457341636377483,
+ "clean_loss": 0.6460132948556027,
+ "noisy_loss_mean": 0.6456411198984636
+ },
+ {
+ "train_step": 5917,
+ "loss": 0.6505082994266205,
+ "clean_loss": 0.6486187628969051,
+ "noisy_loss_mean": 0.6511381449365256
+ },
+ {
+ "train_step": 5918,
+ "loss": 0.5287999033707338,
+ "clean_loss": 0.5273705303459776,
+ "noisy_loss_mean": 0.5292763610456525
+ },
+ {
+ "train_step": 5919,
+ "loss": 0.5383081805180097,
+ "clean_loss": 0.5365517697880053,
+ "noisy_loss_mean": 0.5388936507613443
+ },
+ {
+ "train_step": 5920,
+ "loss": 0.6625524332344617,
+ "clean_loss": 0.6582969290733375,
+ "noisy_loss_mean": 0.663970934621503
+ },
+ {
+ "train_step": 5921,
+ "loss": 0.6014918187341991,
+ "clean_loss": 0.6031159395846586,
+ "noisy_loss_mean": 0.6009504451173794
+ },
+ {
+ "train_step": 5922,
+ "loss": 0.6227769575569417,
+ "clean_loss": 0.6178952145185741,
+ "noisy_loss_mean": 0.6244042052363977
+ },
+ {
+ "train_step": 5923,
+ "loss": 0.4832158629233701,
+ "clean_loss": 0.4848591553322346,
+ "noisy_loss_mean": 0.48266809878708195
+ },
+ {
+ "train_step": 5924,
+ "loss": 0.6721000988112429,
+ "clean_loss": 0.6675382035122325,
+ "noisy_loss_mean": 0.6736207305775798
+ },
+ {
+ "train_step": 5925,
+ "loss": 0.5538223218160414,
+ "clean_loss": 0.5392344862269091,
+ "noisy_loss_mean": 0.5586849336790856
+ },
+ {
+ "train_step": 5926,
+ "loss": 0.7103461613194135,
+ "clean_loss": 0.7258640524578749,
+ "noisy_loss_mean": 0.7051735309399264
+ },
+ {
+ "train_step": 5927,
+ "loss": 0.5813298200560822,
+ "clean_loss": 0.5807283883808134,
+ "noisy_loss_mean": 0.5815302972811719
+ },
+ {
+ "train_step": 5928,
+ "loss": 0.5143190111599241,
+ "clean_loss": 0.5152477415208603,
+ "noisy_loss_mean": 0.5140094343729452
+ },
+ {
+ "train_step": 5929,
+ "loss": 0.3257664561030702,
+ "clean_loss": 0.3188586124253737,
+ "noisy_loss_mean": 0.32806907066230234
+ },
+ {
+ "train_step": 5930,
+ "loss": 0.5425403738593846,
+ "clean_loss": 0.5384782772821971,
+ "noisy_loss_mean": 0.5438944060517805
+ },
+ {
+ "train_step": 5931,
+ "loss": 0.447503884972248,
+ "clean_loss": 0.4423753323593895,
+ "noisy_loss_mean": 0.4492134025098676
+ },
+ {
+ "train_step": 5932,
+ "loss": 0.6240707452295489,
+ "clean_loss": 0.6193749267381483,
+ "noisy_loss_mean": 0.6256360180600157
+ },
+ {
+ "train_step": 5933,
+ "loss": 0.5652395941313901,
+ "clean_loss": 0.5767414851842226,
+ "noisy_loss_mean": 0.5614056304471126
+ },
+ {
+ "train_step": 5934,
+ "loss": 0.5983953408536479,
+ "clean_loss": 0.6048249894067185,
+ "noisy_loss_mean": 0.596252124669291
+ },
+ {
+ "train_step": 5935,
+ "loss": 0.6348273409849325,
+ "clean_loss": 0.6428411311809173,
+ "noisy_loss_mean": 0.632156077586271
+ },
+ {
+ "train_step": 5936,
+ "loss": 0.6095545424309692,
+ "clean_loss": 0.6156014490249678,
+ "noisy_loss_mean": 0.6075389068996362
+ },
+ {
+ "train_step": 5937,
+ "loss": 0.5224911738508163,
+ "clean_loss": 0.5028174335379983,
+ "noisy_loss_mean": 0.5290490872884223
+ },
+ {
+ "train_step": 5938,
+ "loss": 0.46841957027289893,
+ "clean_loss": 0.4590536411974751,
+ "noisy_loss_mean": 0.4715415466313735
+ },
+ {
+ "train_step": 5939,
+ "loss": 0.6189602882283278,
+ "clean_loss": 0.6131195865374717,
+ "noisy_loss_mean": 0.6209071887919465
+ },
+ {
+ "train_step": 5940,
+ "loss": 0.506198785389008,
+ "clean_loss": 0.5063732380558661,
+ "noisy_loss_mean": 0.5061406345000554
+ },
+ {
+ "train_step": 5941,
+ "loss": 0.48870381090528003,
+ "clean_loss": 0.4806815208101782,
+ "noisy_loss_mean": 0.4913779076036473
+ },
+ {
+ "train_step": 5942,
+ "loss": 0.7018564127452076,
+ "clean_loss": 0.6847717753037498,
+ "noisy_loss_mean": 0.7075512918923602
+ },
+ {
+ "train_step": 5943,
+ "loss": 0.6501803461293776,
+ "clean_loss": 0.6462333582708515,
+ "noisy_loss_mean": 0.6514960087488864
+ },
+ {
+ "train_step": 5944,
+ "loss": 0.552521519758456,
+ "clean_loss": 0.5385243847239505,
+ "noisy_loss_mean": 0.5571872314366245
+ },
+ {
+ "train_step": 5945,
+ "loss": 0.4845725496217575,
+ "clean_loss": 0.49130588908750417,
+ "noisy_loss_mean": 0.48232810313317526
+ },
+ {
+ "train_step": 5946,
+ "loss": 0.5221877333263066,
+ "clean_loss": 0.5257267508309643,
+ "noisy_loss_mean": 0.521008060824754
+ },
+ {
+ "train_step": 5947,
+ "loss": 0.4188494868546211,
+ "clean_loss": 0.412608680026628,
+ "noisy_loss_mean": 0.4209297557972855
+ },
+ {
+ "train_step": 5948,
+ "loss": 0.4840460396355503,
+ "clean_loss": 0.4837112133263419,
+ "noisy_loss_mean": 0.48415764840528647
+ },
+ {
+ "train_step": 5949,
+ "loss": 0.4700447053680935,
+ "clean_loss": 0.45907561347926146,
+ "noisy_loss_mean": 0.4737010693310375
+ },
+ {
+ "train_step": 5950,
+ "loss": 0.5042910664651875,
+ "clean_loss": 0.5073340901704082,
+ "noisy_loss_mean": 0.503276725230114
+ },
+ {
+ "train_step": 5951,
+ "loss": 0.3680334642628371,
+ "clean_loss": 0.3730041747751107,
+ "noisy_loss_mean": 0.3663765607587459
+ },
+ {
+ "train_step": 5952,
+ "loss": 0.5056013533101946,
+ "clean_loss": 0.5131721457799479,
+ "noisy_loss_mean": 0.5030777558202769
+ },
+ {
+ "train_step": 5953,
+ "loss": 0.584181362448349,
+ "clean_loss": 0.5750291184709184,
+ "noisy_loss_mean": 0.5872321104408259
+ },
+ {
+ "train_step": 5954,
+ "loss": 0.740896290651982,
+ "clean_loss": 0.7387641337709062,
+ "noisy_loss_mean": 0.7416070096123405
+ },
+ {
+ "train_step": 5955,
+ "loss": 0.6223680203410972,
+ "clean_loss": 0.62646826397264,
+ "noisy_loss_mean": 0.6210012724639162
+ },
+ {
+ "train_step": 5956,
+ "loss": 0.4323544274791463,
+ "clean_loss": 0.44573013592560207,
+ "noisy_loss_mean": 0.4278958579969945
+ },
+ {
+ "train_step": 5957,
+ "loss": 0.5165339573775449,
+ "clean_loss": 0.5078355723370656,
+ "noisy_loss_mean": 0.5194334190577047
+ },
+ {
+ "train_step": 5958,
+ "loss": 0.5004785311541651,
+ "clean_loss": 0.501880917440336,
+ "noisy_loss_mean": 0.5000110690587748
+ },
+ {
+ "train_step": 5959,
+ "loss": 0.7089187847526153,
+ "clean_loss": 0.7273765287272038,
+ "noisy_loss_mean": 0.7027662034277523
+ },
+ {
+ "train_step": 5960,
+ "loss": 0.4636767640274665,
+ "clean_loss": 0.4649656509176046,
+ "noisy_loss_mean": 0.46324713506408716
+ },
+ {
+ "train_step": 5961,
+ "loss": 0.6588110458744234,
+ "clean_loss": 0.6597950054465231,
+ "noisy_loss_mean": 0.6584830593503902
+ },
+ {
+ "train_step": 5962,
+ "loss": 0.6192320348244281,
+ "clean_loss": 0.6190288809395003,
+ "noisy_loss_mean": 0.6192997527860707
+ },
+ {
+ "train_step": 5963,
+ "loss": 0.62007488420772,
+ "clean_loss": 0.6180337682465331,
+ "noisy_loss_mean": 0.6207552561947823
+ },
+ {
+ "train_step": 5964,
+ "loss": 0.467111893244828,
+ "clean_loss": 0.477150631254872,
+ "noisy_loss_mean": 0.46376564724147995
+ },
+ {
+ "train_step": 5965,
+ "loss": 0.5897168168817916,
+ "clean_loss": 0.6094721402878263,
+ "noisy_loss_mean": 0.58313170907978
+ },
+ {
+ "train_step": 5966,
+ "loss": 0.6825809137412475,
+ "clean_loss": 0.6800887388905313,
+ "noisy_loss_mean": 0.6834116386914864
+ },
+ {
+ "train_step": 5967,
+ "loss": 0.5287055176785538,
+ "clean_loss": 0.5209640335418713,
+ "noisy_loss_mean": 0.5312860123907813
+ },
+ {
+ "train_step": 5968,
+ "loss": 0.46810996649242087,
+ "clean_loss": 0.462636471389795,
+ "noisy_loss_mean": 0.4699344648599628
+ },
+ {
+ "train_step": 5969,
+ "loss": 0.7966023593248026,
+ "clean_loss": 0.7973284400398564,
+ "noisy_loss_mean": 0.7963603324197847
+ },
+ {
+ "train_step": 5970,
+ "loss": 0.6135137122592667,
+ "clean_loss": 0.6107028149934888,
+ "noisy_loss_mean": 0.614450678014526
+ },
+ {
+ "train_step": 5971,
+ "loss": 0.34603631772183924,
+ "clean_loss": 0.3460420875742513,
+ "noisy_loss_mean": 0.34603439443770184
+ },
+ {
+ "train_step": 5972,
+ "loss": 0.4139864780218958,
+ "clean_loss": 0.4200080952424994,
+ "noisy_loss_mean": 0.4119792722816946
+ },
+ {
+ "train_step": 5973,
+ "loss": 0.6668375569472247,
+ "clean_loss": 0.655586022469104,
+ "noisy_loss_mean": 0.6705880684399318
+ },
+ {
+ "train_step": 5974,
+ "loss": 0.4537122579817793,
+ "clean_loss": 0.4428673726262504,
+ "noisy_loss_mean": 0.45732721976695556
+ },
+ {
+ "train_step": 5975,
+ "loss": 0.6256344667376491,
+ "clean_loss": 0.617974699507385,
+ "noisy_loss_mean": 0.6281877224810705
+ },
+ {
+ "train_step": 5976,
+ "loss": 0.5906219367720897,
+ "clean_loss": 0.5926492592714676,
+ "noisy_loss_mean": 0.5899461626056304
+ },
+ {
+ "train_step": 5977,
+ "loss": 0.31464703744810374,
+ "clean_loss": 0.3145536217424238,
+ "noisy_loss_mean": 0.3146781760166637
+ },
+ {
+ "train_step": 5978,
+ "loss": 0.622288137272057,
+ "clean_loss": 0.6200039235417895,
+ "noisy_loss_mean": 0.6230495418488129
+ },
+ {
+ "train_step": 5979,
+ "loss": 0.5912774852855704,
+ "clean_loss": 0.5916226144473591,
+ "noisy_loss_mean": 0.5911624422316409
+ },
+ {
+ "train_step": 5980,
+ "loss": 0.7177823926930016,
+ "clean_loss": 0.7108556807504416,
+ "noisy_loss_mean": 0.7200912966738549
+ },
+ {
+ "train_step": 5981,
+ "loss": 0.39794852700955796,
+ "clean_loss": 0.3914362020716488,
+ "noisy_loss_mean": 0.400119301988861
+ },
+ {
+ "train_step": 5982,
+ "loss": 0.4945363702932397,
+ "clean_loss": 0.49326816991980593,
+ "noisy_loss_mean": 0.494959103751051
+ },
+ {
+ "train_step": 5983,
+ "loss": 0.5608199831415055,
+ "clean_loss": 0.564408270539194,
+ "noisy_loss_mean": 0.559623887342276
+ },
+ {
+ "train_step": 5984,
+ "loss": 0.6359785220949727,
+ "clean_loss": 0.6285687223595828,
+ "noisy_loss_mean": 0.6384484553401027
+ },
+ {
+ "train_step": 5985,
+ "loss": 0.4730113301357758,
+ "clean_loss": 0.4585904052516731,
+ "noisy_loss_mean": 0.47781830509714335
+ },
+ {
+ "train_step": 5986,
+ "loss": 0.8061197363811319,
+ "clean_loss": 0.7930915539757064,
+ "noisy_loss_mean": 0.810462463849607
+ },
+ {
+ "train_step": 5987,
+ "loss": 0.5619587679771065,
+ "clean_loss": 0.5744642431556672,
+ "noisy_loss_mean": 0.5577902762509197
+ },
+ {
+ "train_step": 5988,
+ "loss": 0.45763616599302726,
+ "clean_loss": 0.4561610920072706,
+ "noisy_loss_mean": 0.4581278573216128
+ },
+ {
+ "train_step": 5989,
+ "loss": 0.5356476061649817,
+ "clean_loss": 0.5335351787773831,
+ "noisy_loss_mean": 0.5363517486275147
+ },
+ {
+ "train_step": 5990,
+ "loss": 0.619800613539707,
+ "clean_loss": 0.6377755785840347,
+ "noisy_loss_mean": 0.6138089585249311
+ },
+ {
+ "train_step": 5991,
+ "loss": 0.5314500423469144,
+ "clean_loss": 0.5196844068810725,
+ "noisy_loss_mean": 0.5353719208355283
+ },
+ {
+ "train_step": 5992,
+ "loss": 0.41199935165954293,
+ "clean_loss": 0.41823952989120483,
+ "noisy_loss_mean": 0.40991929224898893
+ },
+ {
+ "train_step": 5993,
+ "loss": 0.6947531751518454,
+ "clean_loss": 0.6925036164113252,
+ "noisy_loss_mean": 0.6955030280653522
+ },
+ {
+ "train_step": 5994,
+ "loss": 0.4016167707418488,
+ "clean_loss": 0.4019106060675147,
+ "noisy_loss_mean": 0.40151882563329355
+ },
+ {
+ "train_step": 5995,
+ "loss": 0.6517532508127284,
+ "clean_loss": 0.6575981375934249,
+ "noisy_loss_mean": 0.6498049552191629
+ },
+ {
+ "train_step": 5996,
+ "loss": 0.5540721116180939,
+ "clean_loss": 0.5643965629476682,
+ "noisy_loss_mean": 0.550630627841569
+ },
+ {
+ "train_step": 5997,
+ "loss": 0.6272213819867667,
+ "clean_loss": 0.6160664200548733,
+ "noisy_loss_mean": 0.6309397026307311
+ },
+ {
+ "train_step": 5998,
+ "loss": 0.7145939026459347,
+ "clean_loss": 0.7068836168442265,
+ "noisy_loss_mean": 0.7171639979131706
+ },
+ {
+ "train_step": 5999,
+ "loss": 0.35661056913712064,
+ "clean_loss": 0.36110765767522873,
+ "noisy_loss_mean": 0.355111539624418
+ },
+ {
+ "train_step": 6000,
+ "loss": 0.44134674645489314,
+ "clean_loss": 0.43644756069618235,
+ "noisy_loss_mean": 0.4429798083744634
+ },
+ {
+ "train_step": 6001,
+ "loss": 0.6503300949783225,
+ "clean_loss": 0.6501161376637995,
+ "noisy_loss_mean": 0.6504014140831635
+ },
+ {
+ "train_step": 6002,
+ "loss": 0.4879585926991662,
+ "clean_loss": 0.48247561373990966,
+ "noisy_loss_mean": 0.48978625235225176
+ },
+ {
+ "train_step": 6003,
+ "loss": 0.6691408653012219,
+ "clean_loss": 0.6584205638318181,
+ "noisy_loss_mean": 0.6727142991243565
+ },
+ {
+ "train_step": 6004,
+ "loss": 0.40061240599111114,
+ "clean_loss": 0.40649080923006675,
+ "noisy_loss_mean": 0.3986529382447926
+ },
+ {
+ "train_step": 6005,
+ "loss": 0.7233059498511698,
+ "clean_loss": 0.7264618404385579,
+ "noisy_loss_mean": 0.7222539863220404
+ },
+ {
+ "train_step": 6006,
+ "loss": 0.566579513078455,
+ "clean_loss": 0.5709968151197979,
+ "noisy_loss_mean": 0.5651070790646741
+ },
+ {
+ "train_step": 6007,
+ "loss": 0.7204461490699048,
+ "clean_loss": 0.7105297448807857,
+ "noisy_loss_mean": 0.7237516171329444
+ },
+ {
+ "train_step": 6008,
+ "loss": 0.51453703881627,
+ "clean_loss": 0.5202560739496376,
+ "noisy_loss_mean": 0.512630693771814
+ },
+ {
+ "train_step": 6009,
+ "loss": 0.4558548328014188,
+ "clean_loss": 0.4629598090151006,
+ "noisy_loss_mean": 0.4534865073968582
+ },
+ {
+ "train_step": 6010,
+ "loss": 0.6075815031606362,
+ "clean_loss": 0.5961605149514493,
+ "noisy_loss_mean": 0.6113884992303652
+ },
+ {
+ "train_step": 6011,
+ "loss": 0.5763875344747054,
+ "clean_loss": 0.5762110762679298,
+ "noisy_loss_mean": 0.5764463538769639
+ },
+ {
+ "train_step": 6012,
+ "loss": 0.6497715908937417,
+ "clean_loss": 0.655616630284031,
+ "noisy_loss_mean": 0.6478232444303119
+ },
+ {
+ "train_step": 6013,
+ "loss": 0.7115470261413148,
+ "clean_loss": 0.6952506880887841,
+ "noisy_loss_mean": 0.7169791388254918
+ },
+ {
+ "train_step": 6014,
+ "loss": 0.4792880036737587,
+ "clean_loss": 0.47250088154261644,
+ "noisy_loss_mean": 0.4815503777174727
+ },
+ {
+ "train_step": 6015,
+ "loss": 0.45978036833216784,
+ "clean_loss": 0.46240613983906603,
+ "noisy_loss_mean": 0.4589051111632019
+ },
+ {
+ "train_step": 6016,
+ "loss": 0.3695942582523377,
+ "clean_loss": 0.3669064044136975,
+ "noisy_loss_mean": 0.37049020953188444
+ },
+ {
+ "train_step": 6017,
+ "loss": 0.5989778195740092,
+ "clean_loss": 0.6066162285265084,
+ "noisy_loss_mean": 0.5964316832565095
+ },
+ {
+ "train_step": 6018,
+ "loss": 0.45386277959805144,
+ "clean_loss": 0.46029594384232475,
+ "noisy_loss_mean": 0.451718391516627
+ },
+ {
+ "train_step": 6019,
+ "loss": 0.6545693042158287,
+ "clean_loss": 0.6434368376383841,
+ "noisy_loss_mean": 0.6582801264083102
+ },
+ {
+ "train_step": 6020,
+ "loss": 0.557061694635663,
+ "clean_loss": 0.5653648012396073,
+ "noisy_loss_mean": 0.5542939924343483
+ },
+ {
+ "train_step": 6021,
+ "loss": 0.5549732973341116,
+ "clean_loss": 0.5462795032369807,
+ "noisy_loss_mean": 0.5578712286998219
+ },
+ {
+ "train_step": 6022,
+ "loss": 0.5289601221974874,
+ "clean_loss": 0.5169892641861986,
+ "noisy_loss_mean": 0.5329504082012505
+ },
+ {
+ "train_step": 6023,
+ "loss": 0.31118767114339496,
+ "clean_loss": 0.3071238961522325,
+ "noisy_loss_mean": 0.3125422628071158
+ },
+ {
+ "train_step": 6024,
+ "loss": 0.6832360182499534,
+ "clean_loss": 0.6930442798965016,
+ "noisy_loss_mean": 0.679966597701104
+ },
+ {
+ "train_step": 6025,
+ "loss": 0.39123252666793384,
+ "clean_loss": 0.40539244070538116,
+ "noisy_loss_mean": 0.38651255532211803
+ },
+ {
+ "train_step": 6026,
+ "loss": 0.7418599484490385,
+ "clean_loss": 0.7512276345727817,
+ "noisy_loss_mean": 0.7387373864077906
+ },
+ {
+ "train_step": 6027,
+ "loss": 0.6008509081503249,
+ "clean_loss": 0.618249557219773,
+ "noisy_loss_mean": 0.5950513584605089
+ },
+ {
+ "train_step": 6028,
+ "loss": 0.8070976177682933,
+ "clean_loss": 0.8092751775655657,
+ "noisy_loss_mean": 0.8063717645025358
+ },
+ {
+ "train_step": 6029,
+ "loss": 0.3664932223368713,
+ "clean_loss": 0.36418859011661486,
+ "noisy_loss_mean": 0.3672614330769568
+ },
+ {
+ "train_step": 6030,
+ "loss": 0.6215433557689348,
+ "clean_loss": 0.6236464670491377,
+ "noisy_loss_mean": 0.6208423186755337
+ },
+ {
+ "train_step": 6031,
+ "loss": 0.579584530652293,
+ "clean_loss": 0.5836249492384749,
+ "noisy_loss_mean": 0.5782377244568991
+ },
+ {
+ "train_step": 6032,
+ "loss": 0.47428481035653536,
+ "clean_loss": 0.47411056371636967,
+ "noisy_loss_mean": 0.47434289256992396
+ },
+ {
+ "train_step": 6033,
+ "loss": 0.6966744521168267,
+ "clean_loss": 0.6873147724233709,
+ "noisy_loss_mean": 0.6997943453479785
+ },
+ {
+ "train_step": 6034,
+ "loss": 0.4924853193009553,
+ "clean_loss": 0.5009035046894482,
+ "noisy_loss_mean": 0.48967925750479097
+ },
+ {
+ "train_step": 6035,
+ "loss": 0.5260852760105326,
+ "clean_loss": 0.5393716496140514,
+ "noisy_loss_mean": 0.5216564848093596
+ },
+ {
+ "train_step": 6036,
+ "loss": 0.5307549298554812,
+ "clean_loss": 0.5350837911270078,
+ "noisy_loss_mean": 0.5293119760983057
+ },
+ {
+ "train_step": 6037,
+ "loss": 0.4516511776008789,
+ "clean_loss": 0.4308453213620783,
+ "noisy_loss_mean": 0.4585864630138125
+ },
+ {
+ "train_step": 6038,
+ "loss": 0.4582635451617111,
+ "clean_loss": 0.46734751969089805,
+ "noisy_loss_mean": 0.4552355536519821
+ },
+ {
+ "train_step": 6039,
+ "loss": 0.4404000710316677,
+ "clean_loss": 0.44955387323864054,
+ "noisy_loss_mean": 0.4373488036293434
+ },
+ {
+ "train_step": 6040,
+ "loss": 0.5354450987135215,
+ "clean_loss": 0.5215806357204958,
+ "noisy_loss_mean": 0.5400665863778635
+ },
+ {
+ "train_step": 6041,
+ "loss": 0.7442119832458655,
+ "clean_loss": 0.7588267916630745,
+ "noisy_loss_mean": 0.7393403804401292
+ },
+ {
+ "train_step": 6042,
+ "loss": 0.39638079394307635,
+ "clean_loss": 0.4014715018183454,
+ "noisy_loss_mean": 0.39468389131798665
+ },
+ {
+ "train_step": 6043,
+ "loss": 0.5182401467401018,
+ "clean_loss": 0.5169950041312881,
+ "noisy_loss_mean": 0.518655194276373
+ },
+ {
+ "train_step": 6044,
+ "loss": 0.5027270055221021,
+ "clean_loss": 0.4871184397207311,
+ "noisy_loss_mean": 0.5079298607892259
+ },
+ {
+ "train_step": 6045,
+ "loss": 0.6652578861000125,
+ "clean_loss": 0.674356087704851,
+ "noisy_loss_mean": 0.662225152231733
+ },
+ {
+ "train_step": 6046,
+ "loss": 0.40215752686697925,
+ "clean_loss": 0.3839404177091598,
+ "noisy_loss_mean": 0.40822989658625247
+ },
+ {
+ "train_step": 6047,
+ "loss": 0.6062836925451411,
+ "clean_loss": 0.5969851126523484,
+ "noisy_loss_mean": 0.6093832191760721
+ },
+ {
+ "train_step": 6048,
+ "loss": 0.604531901154051,
+ "clean_loss": 0.6026580264835214,
+ "noisy_loss_mean": 0.6051565260442274
+ },
+ {
+ "train_step": 6049,
+ "loss": 0.6187617611723266,
+ "clean_loss": 0.6200529047644796,
+ "noisy_loss_mean": 0.6183313799749423
+ },
+ {
+ "train_step": 6050,
+ "loss": 0.4824608724266918,
+ "clean_loss": 0.48337879316340304,
+ "noisy_loss_mean": 0.482154898847788
+ },
+ {
+ "train_step": 6051,
+ "loss": 0.4946553977191315,
+ "clean_loss": 0.5004788960908049,
+ "noisy_loss_mean": 0.49271423159524036
+ },
+ {
+ "train_step": 6052,
+ "loss": 0.5029680343541674,
+ "clean_loss": 0.4948586720185077,
+ "noisy_loss_mean": 0.5056711551327205
+ },
+ {
+ "train_step": 6053,
+ "loss": 0.49629208649428447,
+ "clean_loss": 0.49101601989207944,
+ "noisy_loss_mean": 0.4980507753616861
+ },
+ {
+ "train_step": 6054,
+ "loss": 0.5282276964629301,
+ "clean_loss": 0.523760464656181,
+ "noisy_loss_mean": 0.5297167737318466
+ },
+ {
+ "train_step": 6055,
+ "loss": 0.3892044173416112,
+ "clean_loss": 0.3899166828835955,
+ "noisy_loss_mean": 0.3889669954942831
+ },
+ {
+ "train_step": 6056,
+ "loss": 0.5084123064700832,
+ "clean_loss": 0.5072398073121305,
+ "noisy_loss_mean": 0.5088031395227339
+ },
+ {
+ "train_step": 6057,
+ "loss": 0.43410155080231416,
+ "clean_loss": 0.4340864331861899,
+ "noisy_loss_mean": 0.43410659000768886
+ },
+ {
+ "train_step": 6058,
+ "loss": 0.4459068906895762,
+ "clean_loss": 0.4456306588652767,
+ "noisy_loss_mean": 0.44599896796434263
+ },
+ {
+ "train_step": 6059,
+ "loss": 0.4180405552837414,
+ "clean_loss": 0.4204044880413341,
+ "noisy_loss_mean": 0.4172525776978771
+ },
+ {
+ "train_step": 6060,
+ "loss": 0.5259279594559049,
+ "clean_loss": 0.5312445806118685,
+ "noisy_loss_mean": 0.524155752403917
+ },
+ {
+ "train_step": 6061,
+ "loss": 0.47010790478811293,
+ "clean_loss": 0.46566568120582974,
+ "noisy_loss_mean": 0.47158864598220734
+ },
+ {
+ "train_step": 6062,
+ "loss": 0.6571690093812839,
+ "clean_loss": 0.6455790155484961,
+ "noisy_loss_mean": 0.6610323406588797
+ },
+ {
+ "train_step": 6063,
+ "loss": 0.6009096567189237,
+ "clean_loss": 0.6038824289853255,
+ "noisy_loss_mean": 0.5999187326301231
+ },
+ {
+ "train_step": 6064,
+ "loss": 0.5638896473598394,
+ "clean_loss": 0.5633798435533204,
+ "noisy_loss_mean": 0.5640595819620124
+ },
+ {
+ "train_step": 6065,
+ "loss": 0.35126945679969585,
+ "clean_loss": 0.36252351258595733,
+ "noisy_loss_mean": 0.347518104870942
+ },
+ {
+ "train_step": 6066,
+ "loss": 0.5097152023825554,
+ "clean_loss": 0.5199108290921931,
+ "noisy_loss_mean": 0.5063166601460095
+ },
+ {
+ "train_step": 6067,
+ "loss": 0.7058715072699736,
+ "clean_loss": 0.6985118064507775,
+ "noisy_loss_mean": 0.7083247408763723
+ },
+ {
+ "train_step": 6068,
+ "loss": 0.6722395739962082,
+ "clean_loss": 0.6678460422787963,
+ "noisy_loss_mean": 0.6737040845686787
+ },
+ {
+ "train_step": 6069,
+ "loss": 0.6380202485400576,
+ "clean_loss": 0.6406993867685388,
+ "noisy_loss_mean": 0.6371272024638971
+ },
+ {
+ "train_step": 6070,
+ "loss": 0.686708784386352,
+ "clean_loss": 0.6864671705311455,
+ "noisy_loss_mean": 0.6867893223380875
+ },
+ {
+ "train_step": 6071,
+ "loss": 0.509800900903858,
+ "clean_loss": 0.502683555721164,
+ "noisy_loss_mean": 0.5121733492980893
+ },
+ {
+ "train_step": 6072,
+ "loss": 0.46851713912196347,
+ "clean_loss": 0.4579980425393881,
+ "noisy_loss_mean": 0.47202350464948856
+ },
+ {
+ "train_step": 6073,
+ "loss": 0.4735286784653455,
+ "clean_loss": 0.4682380001784861,
+ "noisy_loss_mean": 0.4752922378942987
+ },
+ {
+ "train_step": 6074,
+ "loss": 0.5207468275586428,
+ "clean_loss": 0.5273188753945464,
+ "noisy_loss_mean": 0.5185561449466749
+ },
+ {
+ "train_step": 6075,
+ "loss": 0.5333513724183576,
+ "clean_loss": 0.5301208935810472,
+ "noisy_loss_mean": 0.5344281986974612
+ },
+ {
+ "train_step": 6076,
+ "loss": 0.604780909775342,
+ "clean_loss": 0.6093972524346152,
+ "noisy_loss_mean": 0.6032421288889175
+ },
+ {
+ "train_step": 6077,
+ "loss": 0.524549719607946,
+ "clean_loss": 0.5281921040122003,
+ "noisy_loss_mean": 0.5233355914731946
+ },
+ {
+ "train_step": 6078,
+ "loss": 0.7981678578326806,
+ "clean_loss": 0.7983171682121645,
+ "noisy_loss_mean": 0.798118087706186
+ },
+ {
+ "train_step": 6079,
+ "loss": 0.4533014005587742,
+ "clean_loss": 0.4525931681583744,
+ "noisy_loss_mean": 0.45353747802557415
+ },
+ {
+ "train_step": 6080,
+ "loss": 0.46907326850384923,
+ "clean_loss": 0.47715069054239734,
+ "noisy_loss_mean": 0.46638079449099984
+ },
+ {
+ "train_step": 6081,
+ "loss": 0.6394084375035438,
+ "clean_loss": 0.6316078237110803,
+ "noisy_loss_mean": 0.6420086421010316
+ },
+ {
+ "train_step": 6082,
+ "loss": 0.6399656938521918,
+ "clean_loss": 0.6399975252883986,
+ "noisy_loss_mean": 0.6399550833734563
+ },
+ {
+ "train_step": 6083,
+ "loss": 0.49344633709706753,
+ "clean_loss": 0.49831555062918703,
+ "noisy_loss_mean": 0.4918232659196944
+ },
+ {
+ "train_step": 6084,
+ "loss": 0.4928627896131279,
+ "clean_loss": 0.49588265682065824,
+ "noisy_loss_mean": 0.4918561672106178
+ },
+ {
+ "train_step": 6085,
+ "loss": 0.73315565276312,
+ "clean_loss": 0.756457734959645,
+ "noisy_loss_mean": 0.7253882920309449
+ },
+ {
+ "train_step": 6086,
+ "loss": 0.81119474467586,
+ "clean_loss": 0.8154550740862719,
+ "noisy_loss_mean": 0.8097746348723892
+ },
+ {
+ "train_step": 6087,
+ "loss": 0.4663357401494973,
+ "clean_loss": 0.4557876801282691,
+ "noisy_loss_mean": 0.4698517601565733
+ },
+ {
+ "train_step": 6088,
+ "loss": 0.5570369447604739,
+ "clean_loss": 0.5575912748553076,
+ "noisy_loss_mean": 0.556852168062196
+ },
+ {
+ "train_step": 6089,
+ "loss": 0.4424285395148055,
+ "clean_loss": 0.44790629647368635,
+ "noisy_loss_mean": 0.44060262052851185
+ },
+ {
+ "train_step": 6090,
+ "loss": 0.45488778963397364,
+ "clean_loss": 0.44975894581444703,
+ "noisy_loss_mean": 0.4565974042404825
+ },
+ {
+ "train_step": 6091,
+ "loss": 0.6182294760161199,
+ "clean_loss": 0.6160225540179787,
+ "noisy_loss_mean": 0.6189651166821669
+ },
+ {
+ "train_step": 6092,
+ "loss": 0.629172360664995,
+ "clean_loss": 0.6291178200232713,
+ "noisy_loss_mean": 0.6291905408789029
+ },
+ {
+ "train_step": 6093,
+ "loss": 0.6858309274424388,
+ "clean_loss": 0.6918769312228767,
+ "noisy_loss_mean": 0.6838155928489594
+ },
+ {
+ "train_step": 6094,
+ "loss": 0.45428625731247546,
+ "clean_loss": 0.44888556658675666,
+ "noisy_loss_mean": 0.45608648755438175
+ },
+ {
+ "train_step": 6095,
+ "loss": 0.6008435863076312,
+ "clean_loss": 0.6016014571335689,
+ "noisy_loss_mean": 0.6005909626989854
+ },
+ {
+ "train_step": 6096,
+ "loss": 0.4710157682092114,
+ "clean_loss": 0.47845262583491877,
+ "noisy_loss_mean": 0.4685368156673089
+ },
+ {
+ "train_step": 6097,
+ "loss": 0.6427509800834693,
+ "clean_loss": 0.6199783332044112,
+ "noisy_loss_mean": 0.6503418623764886
+ },
+ {
+ "train_step": 6098,
+ "loss": 0.5832066735762044,
+ "clean_loss": 0.5614201019939228,
+ "noisy_loss_mean": 0.5904688641036314
+ },
+ {
+ "train_step": 6099,
+ "loss": 0.6563633006929414,
+ "clean_loss": 0.6545486532157136,
+ "noisy_loss_mean": 0.6569681831853506
+ },
+ {
+ "train_step": 6100,
+ "loss": 0.5364619949378513,
+ "clean_loss": 0.5408797580800949,
+ "noisy_loss_mean": 0.5349894072237701
+ },
+ {
+ "train_step": 6101,
+ "loss": 0.4064604851477168,
+ "clean_loss": 0.3979966259774529,
+ "noisy_loss_mean": 0.4092817715378048
+ },
+ {
+ "train_step": 6102,
+ "loss": 0.6348846283204754,
+ "clean_loss": 0.6394268633200841,
+ "noisy_loss_mean": 0.6333705499872725
+ },
+ {
+ "train_step": 6103,
+ "loss": 0.5852826680710854,
+ "clean_loss": 0.5811833872487916,
+ "noisy_loss_mean": 0.58664909501185
+ },
+ {
+ "train_step": 6104,
+ "loss": 0.499793813772756,
+ "clean_loss": 0.49914547982881324,
+ "noisy_loss_mean": 0.5000099250874036
+ },
+ {
+ "train_step": 6105,
+ "loss": 0.5639699391794976,
+ "clean_loss": 0.5626860018841349,
+ "noisy_loss_mean": 0.5643979182779518
+ },
+ {
+ "train_step": 6106,
+ "loss": 0.8481680869666383,
+ "clean_loss": 0.8550373351717168,
+ "noisy_loss_mean": 0.8458783375649456
+ },
+ {
+ "train_step": 6107,
+ "loss": 0.4189696217711012,
+ "clean_loss": 0.42385807712347545,
+ "noisy_loss_mean": 0.4173401366536431
+ },
+ {
+ "train_step": 6108,
+ "loss": 0.40335407066992557,
+ "clean_loss": 0.4028738587340461,
+ "noisy_loss_mean": 0.40351414131521873
+ },
+ {
+ "train_step": 6109,
+ "loss": 0.641203528076784,
+ "clean_loss": 0.6504702552757802,
+ "noisy_loss_mean": 0.638114619010452
+ },
+ {
+ "train_step": 6110,
+ "loss": 0.7543854659419884,
+ "clean_loss": 0.758017051169691,
+ "noisy_loss_mean": 0.7531749375327542
+ },
+ {
+ "train_step": 6111,
+ "loss": 0.42025161131208166,
+ "clean_loss": 0.4208701771761168,
+ "noisy_loss_mean": 0.4200454226907366
+ },
+ {
+ "train_step": 6112,
+ "loss": 0.6590791601618095,
+ "clean_loss": 0.6523785277178827,
+ "noisy_loss_mean": 0.661312704309785
+ },
+ {
+ "train_step": 6113,
+ "loss": 0.576862290738143,
+ "clean_loss": 0.5852495607077558,
+ "noisy_loss_mean": 0.5740665340816054
+ },
+ {
+ "train_step": 6114,
+ "loss": 0.6095237029460274,
+ "clean_loss": 0.606516189985166,
+ "noisy_loss_mean": 0.6105262072663146
+ },
+ {
+ "train_step": 6115,
+ "loss": 1.035851879468315,
+ "clean_loss": 1.0539016854687289,
+ "noisy_loss_mean": 1.029835277468177
+ },
+ {
+ "train_step": 6116,
+ "loss": 0.6653506169437085,
+ "clean_loss": 0.673746131864698,
+ "noisy_loss_mean": 0.6625521119700454
+ },
+ {
+ "train_step": 6117,
+ "loss": 0.6095654455605103,
+ "clean_loss": 0.6076454261725313,
+ "noisy_loss_mean": 0.61020545202317
+ },
+ {
+ "train_step": 6118,
+ "loss": 0.7475861648095067,
+ "clean_loss": 0.7460949313674227,
+ "noisy_loss_mean": 0.7480832426235348
+ },
+ {
+ "train_step": 6119,
+ "loss": 0.4832593017610921,
+ "clean_loss": 0.4879105177873307,
+ "noisy_loss_mean": 0.4817088964190126
+ },
+ {
+ "train_step": 6120,
+ "loss": 0.5021530660691605,
+ "clean_loss": 0.5111880957698924,
+ "noisy_loss_mean": 0.49914138950225
+ },
+ {
+ "train_step": 6121,
+ "loss": 0.41890595112790263,
+ "clean_loss": 0.42688650699311664,
+ "noisy_loss_mean": 0.416245765839498
+ },
+ {
+ "train_step": 6122,
+ "loss": 0.4776954423877331,
+ "clean_loss": 0.4600538402014999,
+ "noisy_loss_mean": 0.4835759764498109
+ },
+ {
+ "train_step": 6123,
+ "loss": 0.8012876662356483,
+ "clean_loss": 0.7940839766745467,
+ "noisy_loss_mean": 0.8036888960893488
+ },
+ {
+ "train_step": 6124,
+ "loss": 0.6491992579503056,
+ "clean_loss": 0.6519146653917097,
+ "noisy_loss_mean": 0.6482941221365043
+ },
+ {
+ "train_step": 6125,
+ "loss": 0.6853279249088294,
+ "clean_loss": 0.692389186173816,
+ "noisy_loss_mean": 0.682974171153834
+ },
+ {
+ "train_step": 6126,
+ "loss": 0.5616542264459832,
+ "clean_loss": 0.5598654572876495,
+ "noisy_loss_mean": 0.5622504828320944
+ },
+ {
+ "train_step": 6127,
+ "loss": 0.5492696173479443,
+ "clean_loss": 0.5577646175256448,
+ "noisy_loss_mean": 0.5464379506220441
+ },
+ {
+ "train_step": 6128,
+ "loss": 0.4311321675519446,
+ "clean_loss": 0.42821222527237496,
+ "noisy_loss_mean": 0.43210548164513446
+ },
+ {
+ "train_step": 6129,
+ "loss": 0.711388180793668,
+ "clean_loss": 0.7053402976417515,
+ "noisy_loss_mean": 0.7134041418443067
+ },
+ {
+ "train_step": 6130,
+ "loss": 0.42771725740034194,
+ "clean_loss": 0.4185594986170905,
+ "noisy_loss_mean": 0.4307698436614258
+ },
+ {
+ "train_step": 6131,
+ "loss": 0.543975411017917,
+ "clean_loss": 0.5340779760314495,
+ "noisy_loss_mean": 0.5472745560134062
+ },
+ {
+ "train_step": 6132,
+ "loss": 0.41244787665889293,
+ "clean_loss": 0.4104680681536492,
+ "noisy_loss_mean": 0.4131078128273075
+ },
+ {
+ "train_step": 6133,
+ "loss": 0.4565936224803143,
+ "clean_loss": 0.4517838914043631,
+ "noisy_loss_mean": 0.458196866172298
+ },
+ {
+ "train_step": 6134,
+ "loss": 0.5718914327722479,
+ "clean_loss": 0.561690713671761,
+ "noisy_loss_mean": 0.5752916724724101
+ },
+ {
+ "train_step": 6135,
+ "loss": 0.6016196231524775,
+ "clean_loss": 0.6053868597235591,
+ "noisy_loss_mean": 0.6003638776287836
+ },
+ {
+ "train_step": 6136,
+ "loss": 0.6010422991050688,
+ "clean_loss": 0.6040134402618855,
+ "noisy_loss_mean": 0.6000519187194632
+ },
+ {
+ "train_step": 6137,
+ "loss": 0.6792210250104382,
+ "clean_loss": 0.6924027061301857,
+ "noisy_loss_mean": 0.6748271313038557
+ },
+ {
+ "train_step": 6138,
+ "loss": 0.688966189507352,
+ "clean_loss": 0.6922206873486234,
+ "noisy_loss_mean": 0.6878813568935948
+ },
+ {
+ "train_step": 6139,
+ "loss": 0.47424501795957297,
+ "clean_loss": 0.4695803374879333,
+ "noisy_loss_mean": 0.4757999114501195
+ },
+ {
+ "train_step": 6140,
+ "loss": 0.5337623764270731,
+ "clean_loss": 0.5317833715672146,
+ "noisy_loss_mean": 0.5344220447136926
+ },
+ {
+ "train_step": 6141,
+ "loss": 0.5375696766178799,
+ "clean_loss": 0.5410521605451513,
+ "noisy_loss_mean": 0.5364088486421227
+ },
+ {
+ "train_step": 6142,
+ "loss": 0.4353365093462237,
+ "clean_loss": 0.44042552088239895,
+ "noisy_loss_mean": 0.4336401721674985
+ },
+ {
+ "train_step": 6143,
+ "loss": 0.5726987843363083,
+ "clean_loss": 0.5303338540993402,
+ "noisy_loss_mean": 0.586820427748631
+ },
+ {
+ "train_step": 6144,
+ "loss": 0.4180233940436938,
+ "clean_loss": 0.4174534557039433,
+ "noisy_loss_mean": 0.4182133734902773
+ },
+ {
+ "train_step": 6145,
+ "loss": 0.5107080078379349,
+ "clean_loss": 0.5037547292792481,
+ "noisy_loss_mean": 0.5130257673574972
+ },
+ {
+ "train_step": 6146,
+ "loss": 0.47725008253865997,
+ "clean_loss": 0.46412739141165804,
+ "noisy_loss_mean": 0.48162431291432733
+ },
+ {
+ "train_step": 6147,
+ "loss": 0.7456670824384878,
+ "clean_loss": 0.7547100759508164,
+ "noisy_loss_mean": 0.7426527512677117
+ },
+ {
+ "train_step": 6148,
+ "loss": 0.6716767783806734,
+ "clean_loss": 0.678421269429726,
+ "noisy_loss_mean": 0.6694286146976559
+ },
+ {
+ "train_step": 6149,
+ "loss": 0.5353713312350199,
+ "clean_loss": 0.5320436895615116,
+ "noisy_loss_mean": 0.5364805451261893
+ },
+ {
+ "train_step": 6150,
+ "loss": 0.7714750657429508,
+ "clean_loss": 0.7794342889509678,
+ "noisy_loss_mean": 0.7688219913402783
+ },
+ {
+ "train_step": 6151,
+ "loss": 0.715044997836568,
+ "clean_loss": 0.7135706498441081,
+ "noisy_loss_mean": 0.7155364471673881
+ },
+ {
+ "train_step": 6152,
+ "loss": 0.5234400195202377,
+ "clean_loss": 0.5148038949970701,
+ "noisy_loss_mean": 0.526318727694627
+ },
+ {
+ "train_step": 6153,
+ "loss": 0.6869857272425296,
+ "clean_loss": 0.6655062072859783,
+ "noisy_loss_mean": 0.6941455672280467
+ },
+ {
+ "train_step": 6154,
+ "loss": 0.4850215249968027,
+ "clean_loss": 0.4899634445539662,
+ "noisy_loss_mean": 0.48337421847774814
+ },
+ {
+ "train_step": 6155,
+ "loss": 0.5447363233328769,
+ "clean_loss": 0.5482018511274619,
+ "noisy_loss_mean": 0.5435811474013487
+ },
+ {
+ "train_step": 6156,
+ "loss": 0.5864650480770189,
+ "clean_loss": 0.5697258819967651,
+ "noisy_loss_mean": 0.5920447701037702
+ },
+ {
+ "train_step": 6157,
+ "loss": 0.5402149615028655,
+ "clean_loss": 0.5439396834821997,
+ "noisy_loss_mean": 0.5389733875097541
+ },
+ {
+ "train_step": 6158,
+ "loss": 0.6241540135416832,
+ "clean_loss": 0.6261005669736641,
+ "noisy_loss_mean": 0.6235051623976896
+ },
+ {
+ "train_step": 6159,
+ "loss": 0.6955254571855813,
+ "clean_loss": 0.7030275639304648,
+ "noisy_loss_mean": 0.6930247549372868
+ },
+ {
+ "train_step": 6160,
+ "loss": 0.4664959055456502,
+ "clean_loss": 0.4686755883591265,
+ "noisy_loss_mean": 0.46576934460782476
+ },
+ {
+ "train_step": 6161,
+ "loss": 0.612282638347612,
+ "clean_loss": 0.6099018679578845,
+ "noisy_loss_mean": 0.6130762284775212
+ },
+ {
+ "train_step": 6162,
+ "loss": 0.6898323452281832,
+ "clean_loss": 0.6741650086199021,
+ "noisy_loss_mean": 0.6950547907642767
+ },
+ {
+ "train_step": 6163,
+ "loss": 0.497429948905011,
+ "clean_loss": 0.49395687050928955,
+ "noisy_loss_mean": 0.4985876417035849
+ },
+ {
+ "train_step": 6164,
+ "loss": 0.37823480299369827,
+ "clean_loss": 0.3698587129517394,
+ "noisy_loss_mean": 0.3810268330076845
+ },
+ {
+ "train_step": 6165,
+ "loss": 0.38848493608122203,
+ "clean_loss": 0.37968583206616835,
+ "noisy_loss_mean": 0.3914179707529066
+ },
+ {
+ "train_step": 6166,
+ "loss": 0.4706719046512994,
+ "clean_loss": 0.4758310637271547,
+ "noisy_loss_mean": 0.46895218495934765
+ },
+ {
+ "train_step": 6167,
+ "loss": 0.6182487998403751,
+ "clean_loss": 0.6264263668990722,
+ "noisy_loss_mean": 0.6155229441541427
+ },
+ {
+ "train_step": 6168,
+ "loss": 0.8425626796554976,
+ "clean_loss": 0.8345494632055461,
+ "noisy_loss_mean": 0.8452337518054813
+ },
+ {
+ "train_step": 6169,
+ "loss": 0.6757821203233769,
+ "clean_loss": 0.66829568531848,
+ "noisy_loss_mean": 0.6782775986583426
+ },
+ {
+ "train_step": 6170,
+ "loss": 0.45355132078742805,
+ "clean_loss": 0.45992450186018263,
+ "noisy_loss_mean": 0.45142692709650983
+ },
+ {
+ "train_step": 6171,
+ "loss": 0.5417720391256813,
+ "clean_loss": 0.5361238802376469,
+ "noisy_loss_mean": 0.543654758755026
+ },
+ {
+ "train_step": 6172,
+ "loss": 0.5206413873888052,
+ "clean_loss": 0.5250511270691748,
+ "noisy_loss_mean": 0.5191714741620154
+ },
+ {
+ "train_step": 6173,
+ "loss": 0.4155317774491766,
+ "clean_loss": 0.4175160156165214,
+ "noisy_loss_mean": 0.4148703647267284
+ },
+ {
+ "train_step": 6174,
+ "loss": 0.49715574716122135,
+ "clean_loss": 0.49113406956304545,
+ "noisy_loss_mean": 0.49916297302727997
+ },
+ {
+ "train_step": 6175,
+ "loss": 0.6281798864428694,
+ "clean_loss": 0.6467717366140521,
+ "noisy_loss_mean": 0.6219826030524752
+ },
+ {
+ "train_step": 6176,
+ "loss": 0.6704466142329435,
+ "clean_loss": 0.6786324096180644,
+ "noisy_loss_mean": 0.6677180157712366
+ },
+ {
+ "train_step": 6177,
+ "loss": 0.5566759878376071,
+ "clean_loss": 0.5700669190886901,
+ "noisy_loss_mean": 0.5522123440872462
+ },
+ {
+ "train_step": 6178,
+ "loss": 0.6929232102316398,
+ "clean_loss": 0.6958630910413366,
+ "noisy_loss_mean": 0.6919432499617408
+ },
+ {
+ "train_step": 6179,
+ "loss": 0.565218103260489,
+ "clean_loss": 0.576220465604166,
+ "noisy_loss_mean": 0.5615506491459301
+ },
+ {
+ "train_step": 6180,
+ "loss": 0.5966365852520197,
+ "clean_loss": 0.5990267449356818,
+ "noisy_loss_mean": 0.5958398653574656
+ },
+ {
+ "train_step": 6181,
+ "loss": 0.49135602191241895,
+ "clean_loss": 0.48420743780594006,
+ "noisy_loss_mean": 0.49373888328124527
+ },
+ {
+ "train_step": 6182,
+ "loss": 0.3386629320222002,
+ "clean_loss": 0.3301967545180067,
+ "noisy_loss_mean": 0.3414849911902647
+ },
+ {
+ "train_step": 6183,
+ "loss": 0.6540218697732236,
+ "clean_loss": 0.6546284066033008,
+ "noisy_loss_mean": 0.6538196908298647
+ },
+ {
+ "train_step": 6184,
+ "loss": 0.7377427670239401,
+ "clean_loss": 0.7378332834297072,
+ "noisy_loss_mean": 0.7377125948886846
+ },
+ {
+ "train_step": 6185,
+ "loss": 0.6902881426649238,
+ "clean_loss": 0.6871725034614486,
+ "noisy_loss_mean": 0.6913266890660822
+ },
+ {
+ "train_step": 6186,
+ "loss": 0.6344492310536592,
+ "clean_loss": 0.6449195606393454,
+ "noisy_loss_mean": 0.630959121191764
+ },
+ {
+ "train_step": 6187,
+ "loss": 0.5441258891447902,
+ "clean_loss": 0.5464760972880168,
+ "noisy_loss_mean": 0.5433424864303813
+ },
+ {
+ "train_step": 6188,
+ "loss": 0.5138688110254015,
+ "clean_loss": 0.5143456649222702,
+ "noisy_loss_mean": 0.5137098597264452
+ },
+ {
+ "train_step": 6189,
+ "loss": 0.7446218166705413,
+ "clean_loss": 0.7491964373844108,
+ "noisy_loss_mean": 0.7430969430992515
+ },
+ {
+ "train_step": 6190,
+ "loss": 0.5272139594220404,
+ "clean_loss": 0.5084361069172879,
+ "noisy_loss_mean": 0.5334732435902912
+ },
+ {
+ "train_step": 6191,
+ "loss": 0.5221764494523284,
+ "clean_loss": 0.5323346664418455,
+ "noisy_loss_mean": 0.5187903771224894
+ },
+ {
+ "train_step": 6192,
+ "loss": 0.5920064302507548,
+ "clean_loss": 0.5877060994504666,
+ "noisy_loss_mean": 0.5934398738508508
+ },
+ {
+ "train_step": 6193,
+ "loss": 0.525680645929874,
+ "clean_loss": 0.5288301902458473,
+ "noisy_loss_mean": 0.5246307978245495
+ },
+ {
+ "train_step": 6194,
+ "loss": 0.5383513389963572,
+ "clean_loss": 0.5323462997815863,
+ "noisy_loss_mean": 0.5403530187346143
+ },
+ {
+ "train_step": 6195,
+ "loss": 0.5127298276125007,
+ "clean_loss": 0.51892695552169,
+ "noisy_loss_mean": 0.5106641183094377
+ },
+ {
+ "train_step": 6196,
+ "loss": 0.4591975452078757,
+ "clean_loss": 0.45105048938381953,
+ "noisy_loss_mean": 0.4619132304825611
+ },
+ {
+ "train_step": 6197,
+ "loss": 0.6705043694604693,
+ "clean_loss": 0.6737645010292103,
+ "noisy_loss_mean": 0.6694176589375557
+ },
+ {
+ "train_step": 6198,
+ "loss": 0.6622232582265519,
+ "clean_loss": 0.6609162698551253,
+ "noisy_loss_mean": 0.6626589210170274
+ },
+ {
+ "train_step": 6199,
+ "loss": 0.4671646044499278,
+ "clean_loss": 0.46813554741327496,
+ "noisy_loss_mean": 0.46684095679547877
+ },
+ {
+ "train_step": 6200,
+ "loss": 0.5594630672313432,
+ "clean_loss": 0.5573029074289899,
+ "noisy_loss_mean": 0.5601831204987943
+ },
+ {
+ "train_step": 6201,
+ "loss": 0.5918497702549299,
+ "clean_loss": 0.6153440568524123,
+ "noisy_loss_mean": 0.5840183413891025
+ },
+ {
+ "train_step": 6202,
+ "loss": 0.45565437511167833,
+ "clean_loss": 0.4568802607235547,
+ "noisy_loss_mean": 0.45524574657438627
+ },
+ {
+ "train_step": 6203,
+ "loss": 0.6602293041173863,
+ "clean_loss": 0.6577410948827971,
+ "noisy_loss_mean": 0.6610587071955827
+ },
+ {
+ "train_step": 6204,
+ "loss": 0.46491367073161166,
+ "clean_loss": 0.46770272927957257,
+ "noisy_loss_mean": 0.463983984548958
+ },
+ {
+ "train_step": 6205,
+ "loss": 0.7983294459722836,
+ "clean_loss": 0.7988740156171071,
+ "noisy_loss_mean": 0.7981479227573423
+ },
+ {
+ "train_step": 6206,
+ "loss": 0.5384143488842035,
+ "clean_loss": 0.5452833700022395,
+ "noisy_loss_mean": 0.5361246751781915
+ },
+ {
+ "train_step": 6207,
+ "loss": 0.5969213243499294,
+ "clean_loss": 0.5924445380772291,
+ "noisy_loss_mean": 0.5984135864408295
+ },
+ {
+ "train_step": 6208,
+ "loss": 0.7387717895613769,
+ "clean_loss": 0.7432446696277206,
+ "noisy_loss_mean": 0.7372808295392623
+ },
+ {
+ "train_step": 6209,
+ "loss": 0.7118532263507595,
+ "clean_loss": 0.7052739572101422,
+ "noisy_loss_mean": 0.7140463160642986
+ },
+ {
+ "train_step": 6210,
+ "loss": 0.42252537750936636,
+ "clean_loss": 0.42433513846121895,
+ "noisy_loss_mean": 0.4219221238587488
+ },
+ {
+ "train_step": 6211,
+ "loss": 0.5639692691533802,
+ "clean_loss": 0.5765900174964798,
+ "noisy_loss_mean": 0.5597623530390137
+ },
+ {
+ "train_step": 6212,
+ "loss": 0.3615928228001253,
+ "clean_loss": 0.3584236145035743,
+ "noisy_loss_mean": 0.36264922556564233
+ },
+ {
+ "train_step": 6213,
+ "loss": 0.6156310910482554,
+ "clean_loss": 0.6178560665080872,
+ "noisy_loss_mean": 0.6148894325616446
+ },
+ {
+ "train_step": 6214,
+ "loss": 0.5095431971983704,
+ "clean_loss": 0.4980082914224874,
+ "noisy_loss_mean": 0.5133881657903315
+ },
+ {
+ "train_step": 6215,
+ "loss": 0.4476334639556949,
+ "clean_loss": 0.4510884918999485,
+ "noisy_loss_mean": 0.4464817879742771
+ },
+ {
+ "train_step": 6216,
+ "loss": 0.44099858623565036,
+ "clean_loss": 0.43642245689338344,
+ "noisy_loss_mean": 0.44252396268307265
+ },
+ {
+ "train_step": 6217,
+ "loss": 0.5211780444816907,
+ "clean_loss": 0.5264135386655852,
+ "noisy_loss_mean": 0.5194328797537258
+ },
+ {
+ "train_step": 6218,
+ "loss": 0.783394225087377,
+ "clean_loss": 0.7858198375189457,
+ "noisy_loss_mean": 0.7825856876101875
+ },
+ {
+ "train_step": 6219,
+ "loss": 0.4295169997943336,
+ "clean_loss": 0.42130997876372006,
+ "noisy_loss_mean": 0.43225267347120483
+ },
+ {
+ "train_step": 6220,
+ "loss": 0.660883458741776,
+ "clean_loss": 0.6477222132574414,
+ "noisy_loss_mean": 0.6652705405698874
+ },
+ {
+ "train_step": 6221,
+ "loss": 0.6336089443360793,
+ "clean_loss": 0.6439928895094378,
+ "noisy_loss_mean": 0.6301476292782932
+ },
+ {
+ "train_step": 6222,
+ "loss": 0.6163110851505234,
+ "clean_loss": 0.5968285579722852,
+ "noisy_loss_mean": 0.6228052608766027
+ },
+ {
+ "train_step": 6223,
+ "loss": 0.509034653106489,
+ "clean_loss": 0.5063192922486729,
+ "noisy_loss_mean": 0.5099397733924277
+ },
+ {
+ "train_step": 6224,
+ "loss": 0.43766392702237095,
+ "clean_loss": 0.44934001890990277,
+ "noisy_loss_mean": 0.43377189639319363
+ },
+ {
+ "train_step": 6225,
+ "loss": 0.55237632285589,
+ "clean_loss": 0.554798450401348,
+ "noisy_loss_mean": 0.551568947007404
+ },
+ {
+ "train_step": 6226,
+ "loss": 0.5613144011634414,
+ "clean_loss": 0.5770056424632096,
+ "noisy_loss_mean": 0.5560839873968519
+ },
+ {
+ "train_step": 6227,
+ "loss": 0.480151431363014,
+ "clean_loss": 0.47052688801131387,
+ "noisy_loss_mean": 0.48335961248024745
+ },
+ {
+ "train_step": 6228,
+ "loss": 0.36714559972920097,
+ "clean_loss": 0.3724905014486112,
+ "noisy_loss_mean": 0.36536396582273095
+ },
+ {
+ "train_step": 6229,
+ "loss": 0.5595947654913478,
+ "clean_loss": 0.5659124709854542,
+ "noisy_loss_mean": 0.557488863659979
+ },
+ {
+ "train_step": 6230,
+ "loss": 0.6838062742670397,
+ "clean_loss": 0.6768501272885794,
+ "noisy_loss_mean": 0.6861249899265264
+ },
+ {
+ "train_step": 6231,
+ "loss": 0.5097796133787642,
+ "clean_loss": 0.5044313727277819,
+ "noisy_loss_mean": 0.511562360262425
+ },
+ {
+ "train_step": 6232,
+ "loss": 0.6958950132301739,
+ "clean_loss": 0.6694089144979601,
+ "noisy_loss_mean": 0.7047237128075784
+ },
+ {
+ "train_step": 6233,
+ "loss": 0.7494531235351951,
+ "clean_loss": 0.750874386127051,
+ "noisy_loss_mean": 0.7489793693379098
+ },
+ {
+ "train_step": 6234,
+ "loss": 0.6219564764312864,
+ "clean_loss": 0.6336025789682657,
+ "noisy_loss_mean": 0.6180744422522934
+ },
+ {
+ "train_step": 6235,
+ "loss": 0.726309760595746,
+ "clean_loss": 0.7368376128021923,
+ "noisy_loss_mean": 0.7228004765269306
+ },
+ {
+ "train_step": 6236,
+ "loss": 0.5305302676009833,
+ "clean_loss": 0.5492028662432626,
+ "noisy_loss_mean": 0.5243060680535568
+ },
+ {
+ "train_step": 6237,
+ "loss": 0.5451876749660367,
+ "clean_loss": 0.5437016180310779,
+ "noisy_loss_mean": 0.5456830272776898
+ },
+ {
+ "train_step": 6238,
+ "loss": 0.7236991315153168,
+ "clean_loss": 0.7193349608635475,
+ "noisy_loss_mean": 0.7251538550659067
+ },
+ {
+ "train_step": 6239,
+ "loss": 0.6262416946789682,
+ "clean_loss": 0.6263385876915684,
+ "noisy_loss_mean": 0.6262093970081014
+ },
+ {
+ "train_step": 6240,
+ "loss": 0.5071769294096202,
+ "clean_loss": 0.5104001639467106,
+ "noisy_loss_mean": 0.5061025178972568
+ },
+ {
+ "train_step": 6241,
+ "loss": 0.5756446196824169,
+ "clean_loss": 0.5650145978514164,
+ "noisy_loss_mean": 0.5791879602927503
+ },
+ {
+ "train_step": 6242,
+ "loss": 0.6699148053314112,
+ "clean_loss": 0.6650647798473637,
+ "noisy_loss_mean": 0.6715314804927605
+ },
+ {
+ "train_step": 6243,
+ "loss": 0.7130053206514397,
+ "clean_loss": 0.7160373079004451,
+ "noisy_loss_mean": 0.7119946582351044
+ },
+ {
+ "train_step": 6244,
+ "loss": 0.7504282539377662,
+ "clean_loss": 0.7615174661771714,
+ "noisy_loss_mean": 0.7467318498579646
+ },
+ {
+ "train_step": 6245,
+ "loss": 0.4854603841434274,
+ "clean_loss": 0.4873451019928624,
+ "noisy_loss_mean": 0.48483214486028237
+ },
+ {
+ "train_step": 6246,
+ "loss": 0.689556771177904,
+ "clean_loss": 0.6929114563173369,
+ "noisy_loss_mean": 0.6884385427980932
+ },
+ {
+ "train_step": 6247,
+ "loss": 0.5538826493089266,
+ "clean_loss": 0.5526868105901619,
+ "noisy_loss_mean": 0.5542812622151815
+ },
+ {
+ "train_step": 6248,
+ "loss": 0.5970400888881251,
+ "clean_loss": 0.5964730040463658,
+ "noisy_loss_mean": 0.5972291171687113
+ },
+ {
+ "train_step": 6249,
+ "loss": 0.4643901888878586,
+ "clean_loss": 0.45242445791038477,
+ "noisy_loss_mean": 0.4683787658803498
+ },
+ {
+ "train_step": 6250,
+ "loss": 0.5184071230600868,
+ "clean_loss": 0.5275334875265032,
+ "noisy_loss_mean": 0.5153650015712813
+ },
+ {
+ "train_step": 6251,
+ "loss": 0.45570161951369825,
+ "clean_loss": 0.4545349999723524,
+ "noisy_loss_mean": 0.4560904926941469
+ },
+ {
+ "train_step": 6252,
+ "loss": 0.6365571977158768,
+ "clean_loss": 0.6437176612108431,
+ "noisy_loss_mean": 0.634170376550888
+ },
+ {
+ "train_step": 6253,
+ "loss": 0.47679073776075104,
+ "clean_loss": 0.4902618660464574,
+ "noisy_loss_mean": 0.47230036166551564
+ },
+ {
+ "train_step": 6254,
+ "loss": 0.6674764705682599,
+ "clean_loss": 0.662323252046563,
+ "noisy_loss_mean": 0.6691942100754922
+ },
+ {
+ "train_step": 6255,
+ "loss": 0.6766409432914787,
+ "clean_loss": 0.6625661825942717,
+ "noisy_loss_mean": 0.6813325301905477
+ },
+ {
+ "train_step": 6256,
+ "loss": 0.4382081619549342,
+ "clean_loss": 0.43127639108410537,
+ "noisy_loss_mean": 0.44051875224521053
+ },
+ {
+ "train_step": 6257,
+ "loss": 0.6490544734905481,
+ "clean_loss": 0.6560332871660497,
+ "noisy_loss_mean": 0.6467282022653807
+ },
+ {
+ "train_step": 6258,
+ "loss": 0.42408926250776263,
+ "clean_loss": 0.4277301694479789,
+ "noisy_loss_mean": 0.42287562686102387
+ },
+ {
+ "train_step": 6259,
+ "loss": 0.5497132537531816,
+ "clean_loss": 0.546895486608036,
+ "noisy_loss_mean": 0.5506525094682302
+ },
+ {
+ "train_step": 6260,
+ "loss": 0.465853579416056,
+ "clean_loss": 0.4729470785382835,
+ "noisy_loss_mean": 0.46348907970864683
+ },
+ {
+ "train_step": 6261,
+ "loss": 0.6504299704177328,
+ "clean_loss": 0.6462698827614051,
+ "noisy_loss_mean": 0.6518166663031753
+ },
+ {
+ "train_step": 6262,
+ "loss": 0.5090453149610819,
+ "clean_loss": 0.4972321575539568,
+ "noisy_loss_mean": 0.5129830340967901
+ },
+ {
+ "train_step": 6263,
+ "loss": 0.4591363199294684,
+ "clean_loss": 0.4869436407004257,
+ "noisy_loss_mean": 0.44986721300581595
+ },
+ {
+ "train_step": 6264,
+ "loss": 0.8271326792957221,
+ "clean_loss": 0.8254517764515025,
+ "noisy_loss_mean": 0.8276929802437953
+ },
+ {
+ "train_step": 6265,
+ "loss": 0.6968269726010525,
+ "clean_loss": 0.7011290356283847,
+ "noisy_loss_mean": 0.6953929515919418
+ },
+ {
+ "train_step": 6266,
+ "loss": 0.6776107621714504,
+ "clean_loss": 0.6637916905349159,
+ "noisy_loss_mean": 0.6822171193836285
+ },
+ {
+ "train_step": 6267,
+ "loss": 0.7278261132689143,
+ "clean_loss": 0.7350769038641524,
+ "noisy_loss_mean": 0.7254091830705017
+ },
+ {
+ "train_step": 6268,
+ "loss": 0.6683661452198126,
+ "clean_loss": 0.6765053034037026,
+ "noisy_loss_mean": 0.6656530924918495
+ },
+ {
+ "train_step": 6269,
+ "loss": 0.5830541989725758,
+ "clean_loss": 0.5900543069610902,
+ "noisy_loss_mean": 0.580720829643071
+ },
+ {
+ "train_step": 6270,
+ "loss": 0.5540906921593624,
+ "clean_loss": 0.5577877215899621,
+ "noisy_loss_mean": 0.5528583490158291
+ },
+ {
+ "train_step": 6271,
+ "loss": 0.5257437411907233,
+ "clean_loss": 0.5518461255872548,
+ "noisy_loss_mean": 0.5170429463918795
+ },
+ {
+ "train_step": 6272,
+ "loss": 0.5376506806850017,
+ "clean_loss": 0.5491218465920176,
+ "noisy_loss_mean": 0.5338269587159963
+ },
+ {
+ "train_step": 6273,
+ "loss": 0.5344194865031211,
+ "clean_loss": 0.5399547059374842,
+ "noisy_loss_mean": 0.5325744133583333
+ },
+ {
+ "train_step": 6274,
+ "loss": 0.5047183600173228,
+ "clean_loss": 0.521851713215325,
+ "noisy_loss_mean": 0.4990072422846555
+ },
+ {
+ "train_step": 6275,
+ "loss": 0.5783556048555765,
+ "clean_loss": 0.5794418391736343,
+ "noisy_loss_mean": 0.5779935267495571
+ },
+ {
+ "train_step": 6276,
+ "loss": 0.5645460134486174,
+ "clean_loss": 0.5593638464869971,
+ "noisy_loss_mean": 0.5662734024358241
+ },
+ {
+ "train_step": 6277,
+ "loss": 0.5437477897762836,
+ "clean_loss": 0.5327527873295563,
+ "noisy_loss_mean": 0.5474127905918592
+ },
+ {
+ "train_step": 6278,
+ "loss": 0.6538117694156332,
+ "clean_loss": 0.6522251422341511,
+ "noisy_loss_mean": 0.6543406451427941
+ },
+ {
+ "train_step": 6279,
+ "loss": 0.5324713623252819,
+ "clean_loss": 0.5342067849478922,
+ "noisy_loss_mean": 0.531892888117745
+ },
+ {
+ "train_step": 6280,
+ "loss": 0.5292617187670294,
+ "clean_loss": 0.5413067570335159,
+ "noisy_loss_mean": 0.5252467060115339
+ },
+ {
+ "train_step": 6281,
+ "loss": 0.5371945693907737,
+ "clean_loss": 0.520854854347394,
+ "noisy_loss_mean": 0.5426411410719002
+ },
+ {
+ "train_step": 6282,
+ "loss": 0.4788913476301803,
+ "clean_loss": 0.482871440214426,
+ "noisy_loss_mean": 0.4775646501020985
+ },
+ {
+ "train_step": 6283,
+ "loss": 0.5779840327673145,
+ "clean_loss": 0.577253424799013,
+ "noisy_loss_mean": 0.5782275687567483
+ },
+ {
+ "train_step": 6284,
+ "loss": 0.41154393179076765,
+ "clean_loss": 0.4007935262330584,
+ "noisy_loss_mean": 0.41512740031000406
+ },
+ {
+ "train_step": 6285,
+ "loss": 0.5145878149932416,
+ "clean_loss": 0.5234747191413567,
+ "noisy_loss_mean": 0.5116255136105364
+ },
+ {
+ "train_step": 6286,
+ "loss": 0.3701864097770516,
+ "clean_loss": 0.3682504537954772,
+ "noisy_loss_mean": 0.3708317284375764
+ },
+ {
+ "train_step": 6287,
+ "loss": 0.3766385553984577,
+ "clean_loss": 0.38636981186447583,
+ "noisy_loss_mean": 0.37339480324311825
+ },
+ {
+ "train_step": 6288,
+ "loss": 0.34494648241775117,
+ "clean_loss": 0.3379239937946857,
+ "noisy_loss_mean": 0.347287311958773
+ },
+ {
+ "train_step": 6289,
+ "loss": 0.38668001458638096,
+ "clean_loss": 0.3900237890501847,
+ "noisy_loss_mean": 0.3855654230984464
+ },
+ {
+ "train_step": 6290,
+ "loss": 0.6336841803903881,
+ "clean_loss": 0.6445664399211082,
+ "noisy_loss_mean": 0.6300567605468147
+ },
+ {
+ "train_step": 6291,
+ "loss": 0.5450300624548441,
+ "clean_loss": 0.5411937437310088,
+ "noisy_loss_mean": 0.5463088353627892
+ },
+ {
+ "train_step": 6292,
+ "loss": 0.5632974973585778,
+ "clean_loss": 0.5577718267705328,
+ "noisy_loss_mean": 0.5651393875545929
+ },
+ {
+ "train_step": 6293,
+ "loss": 0.6559025395583897,
+ "clean_loss": 0.6638046359630764,
+ "noisy_loss_mean": 0.6532685074234941
+ },
+ {
+ "train_step": 6294,
+ "loss": 0.48604762289029124,
+ "clean_loss": 0.4831349519771097,
+ "noisy_loss_mean": 0.4870185131946851
+ },
+ {
+ "train_step": 6295,
+ "loss": 0.5619885729797207,
+ "clean_loss": 0.5526630988487502,
+ "noisy_loss_mean": 0.5650970643567108
+ },
+ {
+ "train_step": 6296,
+ "loss": 0.38948223672519344,
+ "clean_loss": 0.3812798433853162,
+ "noisy_loss_mean": 0.3922163678384858
+ },
+ {
+ "train_step": 6297,
+ "loss": 0.5989747405632154,
+ "clean_loss": 0.6104576735857293,
+ "noisy_loss_mean": 0.5951470962223775
+ },
+ {
+ "train_step": 6298,
+ "loss": 0.5396616079481977,
+ "clean_loss": 0.5385676469131864,
+ "noisy_loss_mean": 0.540026261626535
+ },
+ {
+ "train_step": 6299,
+ "loss": 0.7832947843552046,
+ "clean_loss": 0.7890046509977291,
+ "noisy_loss_mean": 0.781391495474363
+ },
+ {
+ "train_step": 6300,
+ "loss": 0.6462679319589051,
+ "clean_loss": 0.6323694678597842,
+ "noisy_loss_mean": 0.6509007533252787
+ },
+ {
+ "train_step": 6301,
+ "loss": 0.5375572927466219,
+ "clean_loss": 0.5402428149257589,
+ "noisy_loss_mean": 0.5366621186869095
+ },
+ {
+ "train_step": 6302,
+ "loss": 0.48106087230021183,
+ "clean_loss": 0.490870102300334,
+ "noisy_loss_mean": 0.47779112896683773
+ },
+ {
+ "train_step": 6303,
+ "loss": 0.49512868130993537,
+ "clean_loss": 0.49643651402935635,
+ "noisy_loss_mean": 0.4946927370701284
+ },
+ {
+ "train_step": 6304,
+ "loss": 0.5255943533038618,
+ "clean_loss": 0.5250522191245067,
+ "noisy_loss_mean": 0.5257750646969803
+ },
+ {
+ "train_step": 6305,
+ "loss": 0.31709531699740046,
+ "clean_loss": 0.31277240054767586,
+ "noisy_loss_mean": 0.3185362891473087
+ },
+ {
+ "train_step": 6306,
+ "loss": 0.3815872334296995,
+ "clean_loss": 0.3743451685299205,
+ "noisy_loss_mean": 0.38400125506295923
+ },
+ {
+ "train_step": 6307,
+ "loss": 0.6377848382036939,
+ "clean_loss": 0.6387059310199024,
+ "noisy_loss_mean": 0.6374778072649577
+ },
+ {
+ "train_step": 6308,
+ "loss": 0.3944956465090068,
+ "clean_loss": 0.39719312431214404,
+ "noisy_loss_mean": 0.3935964872412944
+ },
+ {
+ "train_step": 6309,
+ "loss": 0.6672595244990518,
+ "clean_loss": 0.6650381639126551,
+ "noisy_loss_mean": 0.6679999780278507
+ },
+ {
+ "train_step": 6310,
+ "loss": 0.5244103016334162,
+ "clean_loss": 0.5149634595314968,
+ "noisy_loss_mean": 0.5275592490007227
+ },
+ {
+ "train_step": 6311,
+ "loss": 0.4767009995453846,
+ "clean_loss": 0.48178803774514395,
+ "noisy_loss_mean": 0.47500532014546476
+ },
+ {
+ "train_step": 6312,
+ "loss": 0.6591698597101934,
+ "clean_loss": 0.6636310818291464,
+ "noisy_loss_mean": 0.6576827856705423
+ },
+ {
+ "train_step": 6313,
+ "loss": 0.5897677375481821,
+ "clean_loss": 0.5779769995384082,
+ "noisy_loss_mean": 0.5936979835514401
+ },
+ {
+ "train_step": 6314,
+ "loss": 0.48373541519600377,
+ "clean_loss": 0.47911656970850175,
+ "noisy_loss_mean": 0.48527503035850444
+ },
+ {
+ "train_step": 6315,
+ "loss": 0.4505182104039729,
+ "clean_loss": 0.44760871832095467,
+ "noisy_loss_mean": 0.45148804109831236
+ },
+ {
+ "train_step": 6316,
+ "loss": 0.6319233365875374,
+ "clean_loss": 0.6365154881952049,
+ "noisy_loss_mean": 0.6303926193849815
+ },
+ {
+ "train_step": 6317,
+ "loss": 0.6038461000773742,
+ "clean_loss": 0.6066614948016936,
+ "noisy_loss_mean": 0.6029076351692676
+ },
+ {
+ "train_step": 6318,
+ "loss": 0.563827220462676,
+ "clean_loss": 0.564067669066025,
+ "noisy_loss_mean": 0.5637470709282262
+ },
+ {
+ "train_step": 6319,
+ "loss": 0.4506137327957755,
+ "clean_loss": 0.4563947758190274,
+ "noisy_loss_mean": 0.4486867184546915
+ },
+ {
+ "train_step": 6320,
+ "loss": 0.36010279876855666,
+ "clean_loss": 0.36172372975199857,
+ "noisy_loss_mean": 0.35956248844074273
+ },
+ {
+ "train_step": 6321,
+ "loss": 0.6108161254268305,
+ "clean_loss": 0.610323979638536,
+ "noisy_loss_mean": 0.6109801740229287
+ },
+ {
+ "train_step": 6322,
+ "loss": 0.6511854163198084,
+ "clean_loss": 0.6463467226953354,
+ "noisy_loss_mean": 0.6527983141946327
+ },
+ {
+ "train_step": 6323,
+ "loss": 0.44367485732853706,
+ "clean_loss": 0.43832225462287866,
+ "noisy_loss_mean": 0.4454590582304232
+ },
+ {
+ "train_step": 6324,
+ "loss": 0.3883689110472933,
+ "clean_loss": 0.3834412189720649,
+ "noisy_loss_mean": 0.3900114750723694
+ },
+ {
+ "train_step": 6325,
+ "loss": 0.5691266265620375,
+ "clean_loss": 0.5467943370777086,
+ "noisy_loss_mean": 0.5765707230568137
+ },
+ {
+ "train_step": 6326,
+ "loss": 0.46970761487584056,
+ "clean_loss": 0.4709760674172053,
+ "noisy_loss_mean": 0.46928479736205225
+ },
+ {
+ "train_step": 6327,
+ "loss": 0.4582144642774653,
+ "clean_loss": 0.45469192536867425,
+ "noisy_loss_mean": 0.45938864391372897
+ },
+ {
+ "train_step": 6328,
+ "loss": 0.46203444270900984,
+ "clean_loss": 0.4618512936565773,
+ "noisy_loss_mean": 0.462095492393154
+ },
+ {
+ "train_step": 6329,
+ "loss": 0.6370010882676765,
+ "clean_loss": 0.6335332373741551,
+ "noisy_loss_mean": 0.638157038565517
+ },
+ {
+ "train_step": 6330,
+ "loss": 0.5575311907245067,
+ "clean_loss": 0.5544448919762606,
+ "noisy_loss_mean": 0.5585599569739221
+ },
+ {
+ "train_step": 6331,
+ "loss": 0.5003761497714168,
+ "clean_loss": 0.5010233869159882,
+ "noisy_loss_mean": 0.5001604040565596
+ },
+ {
+ "train_step": 6332,
+ "loss": 0.7822832088172029,
+ "clean_loss": 0.7935391860041661,
+ "noisy_loss_mean": 0.7785312164215487
+ },
+ {
+ "train_step": 6333,
+ "loss": 0.3454791527386919,
+ "clean_loss": 0.3394461250396204,
+ "noisy_loss_mean": 0.3474901619717157
+ },
+ {
+ "train_step": 6334,
+ "loss": 0.48000481818342,
+ "clean_loss": 0.4793851335275577,
+ "noisy_loss_mean": 0.48021137973537414
+ },
+ {
+ "train_step": 6335,
+ "loss": 0.7139434488513705,
+ "clean_loss": 0.7126492410399675,
+ "noisy_loss_mean": 0.7143748514551714
+ },
+ {
+ "train_step": 6336,
+ "loss": 0.556407175716748,
+ "clean_loss": 0.5431268587614391,
+ "noisy_loss_mean": 0.5608339480351844
+ },
+ {
+ "train_step": 6337,
+ "loss": 0.4765394187903784,
+ "clean_loss": 0.48446788846099686,
+ "noisy_loss_mean": 0.473896595566839
+ },
+ {
+ "train_step": 6338,
+ "loss": 0.6671866068086841,
+ "clean_loss": 0.6700523062928773,
+ "noisy_loss_mean": 0.6662313736472864
+ },
+ {
+ "train_step": 6339,
+ "loss": 0.6866437029506637,
+ "clean_loss": 0.6852253177970868,
+ "noisy_loss_mean": 0.6871164980018559
+ },
+ {
+ "train_step": 6340,
+ "loss": 0.5532651065619896,
+ "clean_loss": 0.579239602900816,
+ "noisy_loss_mean": 0.5446069411157141
+ },
+ {
+ "train_step": 6341,
+ "loss": 0.38903674104824404,
+ "clean_loss": 0.37363740612087615,
+ "noisy_loss_mean": 0.3941698526907
+ },
+ {
+ "train_step": 6342,
+ "loss": 0.5160775966149649,
+ "clean_loss": 0.521332058144394,
+ "noisy_loss_mean": 0.5143261094384886
+ },
+ {
+ "train_step": 6343,
+ "loss": 0.538519909494744,
+ "clean_loss": 0.5311555544990475,
+ "noisy_loss_mean": 0.5409746944933095
+ },
+ {
+ "train_step": 6344,
+ "loss": 0.6995753213286767,
+ "clean_loss": 0.6907736493269252,
+ "noisy_loss_mean": 0.7025092119959272
+ },
+ {
+ "train_step": 6345,
+ "loss": 0.46870419992247625,
+ "clean_loss": 0.4709740394405137,
+ "noisy_loss_mean": 0.4679475867497971
+ },
+ {
+ "train_step": 6346,
+ "loss": 0.380760100035109,
+ "clean_loss": 0.3698114834670807,
+ "noisy_loss_mean": 0.38440963889111845
+ },
+ {
+ "train_step": 6347,
+ "loss": 0.32674583010948727,
+ "clean_loss": 0.33472239734784925,
+ "noisy_loss_mean": 0.3240869743633666
+ },
+ {
+ "train_step": 6348,
+ "loss": 0.8539001157865418,
+ "clean_loss": 0.8295707093657219,
+ "noisy_loss_mean": 0.862009917926815
+ },
+ {
+ "train_step": 6349,
+ "loss": 0.6458667782970239,
+ "clean_loss": 0.6416329043281033,
+ "noisy_loss_mean": 0.6472780696199975
+ },
+ {
+ "train_step": 6350,
+ "loss": 0.6169974350506358,
+ "clean_loss": 0.6042362613933485,
+ "noisy_loss_mean": 0.621251159603065
+ },
+ {
+ "train_step": 6351,
+ "loss": 0.6321814177619807,
+ "clean_loss": 0.6177062112482943,
+ "noisy_loss_mean": 0.637006486599876
+ },
+ {
+ "train_step": 6352,
+ "loss": 0.6387820037789315,
+ "clean_loss": 0.6593020399506725,
+ "noisy_loss_mean": 0.6319419917216845
+ },
+ {
+ "train_step": 6353,
+ "loss": 0.48821733699814523,
+ "clean_loss": 0.5013013554749023,
+ "noisy_loss_mean": 0.48385599750589287
+ },
+ {
+ "train_step": 6354,
+ "loss": 0.3708586388787585,
+ "clean_loss": 0.36601782137800243,
+ "noisy_loss_mean": 0.37247224471234386
+ },
+ {
+ "train_step": 6355,
+ "loss": 0.5826027635932223,
+ "clean_loss": 0.5741541168643299,
+ "noisy_loss_mean": 0.5854189791695196
+ },
+ {
+ "train_step": 6356,
+ "loss": 0.4860024149778216,
+ "clean_loss": 0.48814554675205607,
+ "noisy_loss_mean": 0.4852880377197435
+ },
+ {
+ "train_step": 6357,
+ "loss": 0.554376321687958,
+ "clean_loss": 0.5732454772699459,
+ "noisy_loss_mean": 0.5480866031606287
+ },
+ {
+ "train_step": 6358,
+ "loss": 0.5445319549063196,
+ "clean_loss": 0.5356674028719572,
+ "noisy_loss_mean": 0.5474868055844403
+ },
+ {
+ "train_step": 6359,
+ "loss": 0.510413097794686,
+ "clean_loss": 0.4699515584374502,
+ "noisy_loss_mean": 0.5239002775804315
+ },
+ {
+ "train_step": 6360,
+ "loss": 0.5850886283667227,
+ "clean_loss": 0.5795191679429004,
+ "noisy_loss_mean": 0.5869451151746634
+ },
+ {
+ "train_step": 6361,
+ "loss": 0.686037069811779,
+ "clean_loss": 0.6673217024866014,
+ "noisy_loss_mean": 0.6922755255868381
+ },
+ {
+ "train_step": 6362,
+ "loss": 0.7084861007425534,
+ "clean_loss": 0.7092703948796782,
+ "noisy_loss_mean": 0.7082246693635118
+ },
+ {
+ "train_step": 6363,
+ "loss": 0.6808263311348143,
+ "clean_loss": 0.6872111744763241,
+ "noisy_loss_mean": 0.6786980500209777
+ },
+ {
+ "train_step": 6364,
+ "loss": 0.6909118323323318,
+ "clean_loss": 0.6724741192406325,
+ "noisy_loss_mean": 0.6970577366962315
+ },
+ {
+ "train_step": 6365,
+ "loss": 0.597016148202057,
+ "clean_loss": 0.587119581301659,
+ "noisy_loss_mean": 0.6003150038355229
+ },
+ {
+ "train_step": 6366,
+ "loss": 0.5817518120143002,
+ "clean_loss": 0.5845464290167669,
+ "noisy_loss_mean": 0.580820273013478
+ },
+ {
+ "train_step": 6367,
+ "loss": 0.5031948565618507,
+ "clean_loss": 0.506656024451226,
+ "noisy_loss_mean": 0.5020411339320588
+ },
+ {
+ "train_step": 6368,
+ "loss": 0.5151843897430064,
+ "clean_loss": 0.508838893481248,
+ "noisy_loss_mean": 0.5172995551635926
+ },
+ {
+ "train_step": 6369,
+ "loss": 0.5255881556487287,
+ "clean_loss": 0.5283458887600624,
+ "noisy_loss_mean": 0.5246689112782842
+ },
+ {
+ "train_step": 6370,
+ "loss": 0.6069409747707639,
+ "clean_loss": 0.6159510185371353,
+ "noisy_loss_mean": 0.6039376268486402
+ },
+ {
+ "train_step": 6371,
+ "loss": 0.645788909425925,
+ "clean_loss": 0.6634233341242135,
+ "noisy_loss_mean": 0.6399107678598289
+ },
+ {
+ "train_step": 6372,
+ "loss": 0.6208586011717514,
+ "clean_loss": 0.6155938282818888,
+ "noisy_loss_mean": 0.6226135254683722
+ },
+ {
+ "train_step": 6373,
+ "loss": 0.489211787288082,
+ "clean_loss": 0.4621271562008473,
+ "noisy_loss_mean": 0.4982399976504935
+ },
+ {
+ "train_step": 6374,
+ "loss": 0.34799791797441076,
+ "clean_loss": 0.3525232115417394,
+ "noisy_loss_mean": 0.3464894867853013
+ },
+ {
+ "train_step": 6375,
+ "loss": 0.49256176879646674,
+ "clean_loss": 0.49788461024782665,
+ "noisy_loss_mean": 0.4907874883126801
+ },
+ {
+ "train_step": 6376,
+ "loss": 0.6643236857219718,
+ "clean_loss": 0.6759912785048847,
+ "noisy_loss_mean": 0.6604344881276675
+ },
+ {
+ "train_step": 6377,
+ "loss": 0.5707975416506885,
+ "clean_loss": 0.5817887973006415,
+ "noisy_loss_mean": 0.5671337897673707
+ },
+ {
+ "train_step": 6378,
+ "loss": 0.5751509284058347,
+ "clean_loss": 0.5730674559392811,
+ "noisy_loss_mean": 0.5758454192280191
+ },
+ {
+ "train_step": 6379,
+ "loss": 0.41663893343574154,
+ "clean_loss": 0.43155113887448965,
+ "noisy_loss_mean": 0.41166819828949225
+ },
+ {
+ "train_step": 6380,
+ "loss": 0.6391155712307452,
+ "clean_loss": 0.6355300695687585,
+ "noisy_loss_mean": 0.6403107384514075
+ },
+ {
+ "train_step": 6381,
+ "loss": 0.47664554374838675,
+ "clean_loss": 0.4851166061191445,
+ "noisy_loss_mean": 0.4738218562914674
+ },
+ {
+ "train_step": 6382,
+ "loss": 0.6823942025918017,
+ "clean_loss": 0.6831494169174039,
+ "noisy_loss_mean": 0.6821424644832677
+ },
+ {
+ "train_step": 6383,
+ "loss": 0.6305165524573005,
+ "clean_loss": 0.6381756785456876,
+ "noisy_loss_mean": 0.6279635104278382
+ },
+ {
+ "train_step": 6384,
+ "loss": 0.5795564424740318,
+ "clean_loss": 0.5794952297622334,
+ "noisy_loss_mean": 0.5795768467112978
+ },
+ {
+ "train_step": 6385,
+ "loss": 0.5558171599311477,
+ "clean_loss": 0.5489875730365348,
+ "noisy_loss_mean": 0.5580936888960187
+ },
+ {
+ "train_step": 6386,
+ "loss": 0.6550363706456565,
+ "clean_loss": 0.6477505282845756,
+ "noisy_loss_mean": 0.6574649847660167
+ },
+ {
+ "train_step": 6387,
+ "loss": 0.6087210917500618,
+ "clean_loss": 0.5916652659770838,
+ "noisy_loss_mean": 0.6144063670077212
+ },
+ {
+ "train_step": 6388,
+ "loss": 0.309799089040058,
+ "clean_loss": 0.31295937692761594,
+ "noisy_loss_mean": 0.30874565974420537
+ },
+ {
+ "train_step": 6389,
+ "loss": 0.6751860964455934,
+ "clean_loss": 0.6701826659724806,
+ "noisy_loss_mean": 0.6768539066032977
+ },
+ {
+ "train_step": 6390,
+ "loss": 0.6501941142449823,
+ "clean_loss": 0.6406626313370741,
+ "noisy_loss_mean": 0.653371275214285
+ },
+ {
+ "train_step": 6391,
+ "loss": 0.4306231254474584,
+ "clean_loss": 0.4425947574651322,
+ "noisy_loss_mean": 0.42663258144156707
+ },
+ {
+ "train_step": 6392,
+ "loss": 0.4593234074812261,
+ "clean_loss": 0.46344100383598236,
+ "noisy_loss_mean": 0.45795087536297396
+ },
+ {
+ "train_step": 6393,
+ "loss": 0.5132026355755612,
+ "clean_loss": 0.5039724959677719,
+ "noisy_loss_mean": 0.5162793487781577
+ },
+ {
+ "train_step": 6394,
+ "loss": 0.6856648597827391,
+ "clean_loss": 0.6641305314091844,
+ "noisy_loss_mean": 0.6928429692405906
+ },
+ {
+ "train_step": 6395,
+ "loss": 0.5526711078594921,
+ "clean_loss": 0.55306223080766,
+ "noisy_loss_mean": 0.5525407335434361
+ },
+ {
+ "train_step": 6396,
+ "loss": 0.7222551344153252,
+ "clean_loss": 0.7148571207502217,
+ "noisy_loss_mean": 0.7247211389703597
+ },
+ {
+ "train_step": 6397,
+ "loss": 0.6593316573683425,
+ "clean_loss": 0.6558222718029784,
+ "noisy_loss_mean": 0.6605014525567973
+ },
+ {
+ "train_step": 6398,
+ "loss": 0.3397977333276497,
+ "clean_loss": 0.3446323071024499,
+ "noisy_loss_mean": 0.3381862087360495
+ },
+ {
+ "train_step": 6399,
+ "loss": 0.4524574861157721,
+ "clean_loss": 0.44216344582409717,
+ "noisy_loss_mean": 0.45588883287966375
+ },
+ {
+ "train_step": 6400,
+ "loss": 0.5290429152197726,
+ "clean_loss": 0.5255301459999147,
+ "noisy_loss_mean": 0.5302138382930587
+ },
+ {
+ "train_step": 6401,
+ "loss": 0.4997184412581568,
+ "clean_loss": 0.4933518768758208,
+ "noisy_loss_mean": 0.5018406293856023
+ },
+ {
+ "train_step": 6402,
+ "loss": 0.6415011353436062,
+ "clean_loss": 0.6470382920144917,
+ "noisy_loss_mean": 0.6396554164533109
+ },
+ {
+ "train_step": 6403,
+ "loss": 0.42199073048703983,
+ "clean_loss": 0.4122754766823027,
+ "noisy_loss_mean": 0.42522914842195214
+ },
+ {
+ "train_step": 6404,
+ "loss": 0.610172371853556,
+ "clean_loss": 0.5987276840990787,
+ "noisy_loss_mean": 0.6139872677717152
+ },
+ {
+ "train_step": 6405,
+ "loss": 0.66025316411584,
+ "clean_loss": 0.6628403825621332,
+ "noisy_loss_mean": 0.6593907579670757
+ },
+ {
+ "train_step": 6406,
+ "loss": 0.5545676161469049,
+ "clean_loss": 0.5543033187486494,
+ "noisy_loss_mean": 0.5546557152796567
+ },
+ {
+ "train_step": 6407,
+ "loss": 0.4127001545302914,
+ "clean_loss": 0.41394507860824825,
+ "noisy_loss_mean": 0.4122851798376392
+ },
+ {
+ "train_step": 6408,
+ "loss": 0.5232865474432926,
+ "clean_loss": 0.5293908218399479,
+ "noisy_loss_mean": 0.5212517893110742
+ },
+ {
+ "train_step": 6409,
+ "loss": 0.58117473380084,
+ "clean_loss": 0.5680883071807442,
+ "noisy_loss_mean": 0.5855368760075387
+ },
+ {
+ "train_step": 6410,
+ "loss": 0.7220256171159066,
+ "clean_loss": 0.7257357757128557,
+ "noisy_loss_mean": 0.7207888975835903
+ },
+ {
+ "train_step": 6411,
+ "loss": 0.6653147813746051,
+ "clean_loss": 0.659466013517633,
+ "noisy_loss_mean": 0.6672643706602625
+ },
+ {
+ "train_step": 6412,
+ "loss": 0.34221791959567827,
+ "clean_loss": 0.3234669569988659,
+ "noisy_loss_mean": 0.34846824046128244
+ },
+ {
+ "train_step": 6413,
+ "loss": 0.42383622815998756,
+ "clean_loss": 0.43211119403714415,
+ "noisy_loss_mean": 0.4210779062009354
+ },
+ {
+ "train_step": 6414,
+ "loss": 0.5512581539170014,
+ "clean_loss": 0.5518541264919772,
+ "noisy_loss_mean": 0.5510594963920094
+ },
+ {
+ "train_step": 6415,
+ "loss": 0.48023488695073085,
+ "clean_loss": 0.4737859900913742,
+ "noisy_loss_mean": 0.4823845192371831
+ },
+ {
+ "train_step": 6416,
+ "loss": 0.3735839472535882,
+ "clean_loss": 0.35750442075096633,
+ "noisy_loss_mean": 0.3789437894211288
+ },
+ {
+ "train_step": 6417,
+ "loss": 0.8381953807451763,
+ "clean_loss": 0.8393392110639761,
+ "noisy_loss_mean": 0.8378141039722431
+ },
+ {
+ "train_step": 6418,
+ "loss": 0.36904427200634904,
+ "clean_loss": 0.35785022148256906,
+ "noisy_loss_mean": 0.37277562218094235
+ },
+ {
+ "train_step": 6419,
+ "loss": 0.7411187448367442,
+ "clean_loss": 0.7360362954994474,
+ "noisy_loss_mean": 0.7428128946158431
+ },
+ {
+ "train_step": 6420,
+ "loss": 0.5557830187894178,
+ "clean_loss": 0.5572090796979522,
+ "noisy_loss_mean": 0.5553076651532397
+ },
+ {
+ "train_step": 6421,
+ "loss": 0.420413841837874,
+ "clean_loss": 0.42538148466585707,
+ "noisy_loss_mean": 0.418757960895213
+ },
+ {
+ "train_step": 6422,
+ "loss": 0.6699443381670587,
+ "clean_loss": 0.6458810332575233,
+ "noisy_loss_mean": 0.6779654398035705
+ },
+ {
+ "train_step": 6423,
+ "loss": 0.5564008517561208,
+ "clean_loss": 0.5497275764344858,
+ "noisy_loss_mean": 0.5586252768633323
+ },
+ {
+ "train_step": 6424,
+ "loss": 0.6747913672416389,
+ "clean_loss": 0.6744913698624461,
+ "noisy_loss_mean": 0.6748913663680365
+ },
+ {
+ "train_step": 6425,
+ "loss": 0.555789367968152,
+ "clean_loss": 0.5547577339071557,
+ "noisy_loss_mean": 0.5561332459884841
+ },
+ {
+ "train_step": 6426,
+ "loss": 0.5234845591697985,
+ "clean_loss": 0.5242037980028721,
+ "noisy_loss_mean": 0.5232448128921073
+ },
+ {
+ "train_step": 6427,
+ "loss": 0.553190844087663,
+ "clean_loss": 0.5499078101912652,
+ "noisy_loss_mean": 0.5542851887197955
+ },
+ {
+ "train_step": 6428,
+ "loss": 0.4994720280681799,
+ "clean_loss": 0.49986816852404986,
+ "noisy_loss_mean": 0.49933998124955653
+ },
+ {
+ "train_step": 6429,
+ "loss": 0.5955385845317236,
+ "clean_loss": 0.600670413308283,
+ "noisy_loss_mean": 0.5938279749395371
+ },
+ {
+ "train_step": 6430,
+ "loss": 0.5252976650904879,
+ "clean_loss": 0.531944835925859,
+ "noisy_loss_mean": 0.5230819414786977
+ },
+ {
+ "train_step": 6431,
+ "loss": 0.6602703983175355,
+ "clean_loss": 0.6422662977142055,
+ "noisy_loss_mean": 0.6662717651853122
+ },
+ {
+ "train_step": 6432,
+ "loss": 0.4433988866403955,
+ "clean_loss": 0.4382637991900485,
+ "noisy_loss_mean": 0.4451105824571779
+ },
+ {
+ "train_step": 6433,
+ "loss": 0.4818678360745835,
+ "clean_loss": 0.4764810582327649,
+ "noisy_loss_mean": 0.4836634286885231
+ },
+ {
+ "train_step": 6434,
+ "loss": 0.7442034676414524,
+ "clean_loss": 0.7511073686044154,
+ "noisy_loss_mean": 0.7419021673204647
+ },
+ {
+ "train_step": 6435,
+ "loss": 0.46861526593914093,
+ "clean_loss": 0.4714954889666398,
+ "noisy_loss_mean": 0.4676551915966413
+ },
+ {
+ "train_step": 6436,
+ "loss": 0.5114198846434113,
+ "clean_loss": 0.5180115888603555,
+ "noisy_loss_mean": 0.5092226499044299
+ },
+ {
+ "train_step": 6437,
+ "loss": 0.673726025706101,
+ "clean_loss": 0.6469210391430176,
+ "noisy_loss_mean": 0.6826610212271286
+ },
+ {
+ "train_step": 6438,
+ "loss": 0.6056442324198869,
+ "clean_loss": 0.6047659341545201,
+ "noisy_loss_mean": 0.6059369985083424
+ },
+ {
+ "train_step": 6439,
+ "loss": 0.5340694883170191,
+ "clean_loss": 0.5480993652530659,
+ "noisy_loss_mean": 0.5293928626716702
+ },
+ {
+ "train_step": 6440,
+ "loss": 0.5267912782762794,
+ "clean_loss": 0.5336286368645397,
+ "noisy_loss_mean": 0.5245121587468593
+ },
+ {
+ "train_step": 6441,
+ "loss": 0.36556606297252336,
+ "clean_loss": 0.37657180072896157,
+ "noisy_loss_mean": 0.3618974837203773
+ },
+ {
+ "train_step": 6442,
+ "loss": 0.4643507144801948,
+ "clean_loss": 0.4629850990316959,
+ "noisy_loss_mean": 0.46480591962969453
+ },
+ {
+ "train_step": 6443,
+ "loss": 0.4150634272392216,
+ "clean_loss": 0.41421302652748804,
+ "noisy_loss_mean": 0.41534689414313286
+ },
+ {
+ "train_step": 6444,
+ "loss": 0.6232323564692273,
+ "clean_loss": 0.6111549570393666,
+ "noisy_loss_mean": 0.6272581562791809
+ },
+ {
+ "train_step": 6445,
+ "loss": 0.7276911593708114,
+ "clean_loss": 0.7319704021930725,
+ "noisy_loss_mean": 0.7262647450967243
+ },
+ {
+ "train_step": 6446,
+ "loss": 0.5972044225170849,
+ "clean_loss": 0.5951317044324446,
+ "noisy_loss_mean": 0.5978953285452985
+ },
+ {
+ "train_step": 6447,
+ "loss": 0.6332848361550965,
+ "clean_loss": 0.6332104396195847,
+ "noisy_loss_mean": 0.633309635000267
+ },
+ {
+ "train_step": 6448,
+ "loss": 0.8098210425338532,
+ "clean_loss": 0.8183327669617806,
+ "noisy_loss_mean": 0.8069838010578775
+ },
+ {
+ "train_step": 6449,
+ "loss": 0.6175183324993743,
+ "clean_loss": 0.6169845688602357,
+ "noisy_loss_mean": 0.6176962537124205
+ },
+ {
+ "train_step": 6450,
+ "loss": 0.5001797888025292,
+ "clean_loss": 0.5121157864962816,
+ "noisy_loss_mean": 0.4962011229046119
+ },
+ {
+ "train_step": 6451,
+ "loss": 0.310937705564704,
+ "clean_loss": 0.3249960195583986,
+ "noisy_loss_mean": 0.3062516009001392
+ },
+ {
+ "train_step": 6452,
+ "loss": 0.4906145258485889,
+ "clean_loss": 0.5006618931525361,
+ "noisy_loss_mean": 0.4872654034139398
+ },
+ {
+ "train_step": 6453,
+ "loss": 0.5346216134024001,
+ "clean_loss": 0.540401671154408,
+ "noisy_loss_mean": 0.5326949274850642
+ },
+ {
+ "train_step": 6454,
+ "loss": 0.7982213317325437,
+ "clean_loss": 0.8033897035069446,
+ "noisy_loss_mean": 0.7964985411410769
+ },
+ {
+ "train_step": 6455,
+ "loss": 0.4113758503344172,
+ "clean_loss": 0.40817398422638124,
+ "noisy_loss_mean": 0.4124431390370959
+ },
+ {
+ "train_step": 6456,
+ "loss": 0.5975245015741366,
+ "clean_loss": 0.601063804349584,
+ "noisy_loss_mean": 0.5963447339823209
+ },
+ {
+ "train_step": 6457,
+ "loss": 0.4564250890841016,
+ "clean_loss": 0.45005639859381263,
+ "noisy_loss_mean": 0.45854798591419793
+ },
+ {
+ "train_step": 6458,
+ "loss": 0.5557029587572313,
+ "clean_loss": 0.5567991613609978,
+ "noisy_loss_mean": 0.5553375578893092
+ },
+ {
+ "train_step": 6459,
+ "loss": 0.593503241812723,
+ "clean_loss": 0.601366203620426,
+ "noisy_loss_mean": 0.5908822545434886
+ },
+ {
+ "train_step": 6460,
+ "loss": 0.5574902765530696,
+ "clean_loss": 0.5664615214266367,
+ "noisy_loss_mean": 0.554499861595214
+ },
+ {
+ "train_step": 6461,
+ "loss": 0.5061255114306222,
+ "clean_loss": 0.5052825739119972,
+ "noisy_loss_mean": 0.5064064906034973
+ },
+ {
+ "train_step": 6462,
+ "loss": 0.3916457300741728,
+ "clean_loss": 0.3735526447745116,
+ "noisy_loss_mean": 0.3976767585073932
+ },
+ {
+ "train_step": 6463,
+ "loss": 0.5668018012240057,
+ "clean_loss": 0.5439896265293968,
+ "noisy_loss_mean": 0.5744058594555419
+ },
+ {
+ "train_step": 6464,
+ "loss": 0.5508933908522049,
+ "clean_loss": 0.5502065815133955,
+ "noisy_loss_mean": 0.5511223272984745
+ },
+ {
+ "train_step": 6465,
+ "loss": 0.6892303367074104,
+ "clean_loss": 0.7074650677929162,
+ "noisy_loss_mean": 0.6831520930122418
+ },
+ {
+ "train_step": 6466,
+ "loss": 0.825163982386048,
+ "clean_loss": 0.8248637285690466,
+ "noisy_loss_mean": 0.8252640669917152
+ },
+ {
+ "train_step": 6467,
+ "loss": 0.5099943546157446,
+ "clean_loss": 0.5088147700509135,
+ "noisy_loss_mean": 0.5103875494706882
+ },
+ {
+ "train_step": 6468,
+ "loss": 0.3992624332785445,
+ "clean_loss": 0.4055981799048308,
+ "noisy_loss_mean": 0.397150517736449
+ },
+ {
+ "train_step": 6469,
+ "loss": 0.5365707225290557,
+ "clean_loss": 0.5393850581307608,
+ "noisy_loss_mean": 0.5356326106618207
+ },
+ {
+ "train_step": 6470,
+ "loss": 0.5398254935818481,
+ "clean_loss": 0.5354814608898015,
+ "noisy_loss_mean": 0.5412735044791969
+ },
+ {
+ "train_step": 6471,
+ "loss": 0.5866358716849649,
+ "clean_loss": 0.585958732897671,
+ "noisy_loss_mean": 0.5868615846140629
+ },
+ {
+ "train_step": 6472,
+ "loss": 0.47284640250908205,
+ "clean_loss": 0.4670291367742986,
+ "noisy_loss_mean": 0.47478549108734325
+ },
+ {
+ "train_step": 6473,
+ "loss": 0.6638035164428006,
+ "clean_loss": 0.6718313694290302,
+ "noisy_loss_mean": 0.6611275654473907
+ },
+ {
+ "train_step": 6474,
+ "loss": 0.46444563710876857,
+ "clean_loss": 0.4512342644553425,
+ "noisy_loss_mean": 0.46884942799324386
+ },
+ {
+ "train_step": 6475,
+ "loss": 0.4668529734058635,
+ "clean_loss": 0.46870729842083875,
+ "noisy_loss_mean": 0.46623486506753836
+ },
+ {
+ "train_step": 6476,
+ "loss": 0.4766521241547498,
+ "clean_loss": 0.48723283877515644,
+ "noisy_loss_mean": 0.4731252192812809
+ },
+ {
+ "train_step": 6477,
+ "loss": 0.7669305366547825,
+ "clean_loss": 0.771975050419611,
+ "noisy_loss_mean": 0.7652490320665063
+ },
+ {
+ "train_step": 6478,
+ "loss": 0.6613345266915034,
+ "clean_loss": 0.6574401161330536,
+ "noisy_loss_mean": 0.6626326635443199
+ },
+ {
+ "train_step": 6479,
+ "loss": 0.6304593930483103,
+ "clean_loss": 0.6342069261619524,
+ "noisy_loss_mean": 0.629210215343763
+ },
+ {
+ "train_step": 6480,
+ "loss": 0.5596495769741666,
+ "clean_loss": 0.5588927785344019,
+ "noisy_loss_mean": 0.5599018431207549
+ },
+ {
+ "train_step": 6481,
+ "loss": 0.47855970851969065,
+ "clean_loss": 0.4767174922674568,
+ "noisy_loss_mean": 0.4791737806037686
+ },
+ {
+ "train_step": 6482,
+ "loss": 0.6382545512584604,
+ "clean_loss": 0.6254067269781611,
+ "noisy_loss_mean": 0.6425371593518935
+ },
+ {
+ "train_step": 6483,
+ "loss": 0.6461290388185905,
+ "clean_loss": 0.6501896744740625,
+ "noisy_loss_mean": 0.6447754936000999
+ },
+ {
+ "train_step": 6484,
+ "loss": 0.6161495374832362,
+ "clean_loss": 0.6148522837381457,
+ "noisy_loss_mean": 0.6165819553982664
+ },
+ {
+ "train_step": 6485,
+ "loss": 0.46375666568084106,
+ "clean_loss": 0.4565636964394545,
+ "noisy_loss_mean": 0.46615432209463664
+ },
+ {
+ "train_step": 6486,
+ "loss": 0.6250749814577198,
+ "clean_loss": 0.6202811507042338,
+ "noisy_loss_mean": 0.6266729250422151
+ },
+ {
+ "train_step": 6487,
+ "loss": 0.3768773644273231,
+ "clean_loss": 0.3769452360178755,
+ "noisy_loss_mean": 0.3768547405638057
+ },
+ {
+ "train_step": 6488,
+ "loss": 0.44918977139563765,
+ "clean_loss": 0.4601350336734179,
+ "noisy_loss_mean": 0.4455413506363775
+ },
+ {
+ "train_step": 6489,
+ "loss": 0.3962126367505451,
+ "clean_loss": 0.3968645063040112,
+ "noisy_loss_mean": 0.3959953468993897
+ },
+ {
+ "train_step": 6490,
+ "loss": 0.443390283021589,
+ "clean_loss": 0.43504721185729966,
+ "noisy_loss_mean": 0.44617130674301886
+ },
+ {
+ "train_step": 6491,
+ "loss": 0.469722595647476,
+ "clean_loss": 0.47186274374937687,
+ "noisy_loss_mean": 0.46900921294684234
+ },
+ {
+ "train_step": 6492,
+ "loss": 0.5185566021785026,
+ "clean_loss": 0.5117577683546228,
+ "noisy_loss_mean": 0.5208228801197959
+ },
+ {
+ "train_step": 6493,
+ "loss": 0.6793052643822887,
+ "clean_loss": 0.6702725945936506,
+ "noisy_loss_mean": 0.6823161543118346
+ },
+ {
+ "train_step": 6494,
+ "loss": 0.4370588852121906,
+ "clean_loss": 0.43001744407938103,
+ "noisy_loss_mean": 0.4394060322564604
+ },
+ {
+ "train_step": 6495,
+ "loss": 0.5259976720394549,
+ "clean_loss": 0.5353977331043817,
+ "noisy_loss_mean": 0.522864318351146
+ },
+ {
+ "train_step": 6496,
+ "loss": 0.6051074323310971,
+ "clean_loss": 0.6021623633432878,
+ "noisy_loss_mean": 0.6060891219937002
+ },
+ {
+ "train_step": 6497,
+ "loss": 0.5904351918231869,
+ "clean_loss": 0.5861505859206133,
+ "noisy_loss_mean": 0.5918633937907114
+ },
+ {
+ "train_step": 6498,
+ "loss": 0.5752777707747142,
+ "clean_loss": 0.5840602023303525,
+ "noisy_loss_mean": 0.5723502935895014
+ },
+ {
+ "train_step": 6499,
+ "loss": 0.43809975359079556,
+ "clean_loss": 0.4528443144358499,
+ "noisy_loss_mean": 0.43318489997577747
+ },
+ {
+ "train_step": 6500,
+ "loss": 0.6853383967410922,
+ "clean_loss": 0.6900647113706394,
+ "noisy_loss_mean": 0.6837629585312431
+ },
+ {
+ "train_step": 6501,
+ "loss": 0.5517939578012504,
+ "clean_loss": 0.5511057134542537,
+ "noisy_loss_mean": 0.5520233725835827
+ },
+ {
+ "train_step": 6502,
+ "loss": 0.42939174586077555,
+ "clean_loss": 0.43747638366821595,
+ "noisy_loss_mean": 0.4266968665916288
+ },
+ {
+ "train_step": 6503,
+ "loss": 0.5397014733269077,
+ "clean_loss": 0.5488816968349062,
+ "noisy_loss_mean": 0.5366413988242414
+ },
+ {
+ "train_step": 6504,
+ "loss": 0.4029568663786445,
+ "clean_loss": 0.40775228631556476,
+ "noisy_loss_mean": 0.40135839306633775
+ },
+ {
+ "train_step": 6505,
+ "loss": 0.4921294800202542,
+ "clean_loss": 0.5005738559757149,
+ "noisy_loss_mean": 0.48931468803510064
+ },
+ {
+ "train_step": 6506,
+ "loss": 0.3996123520640119,
+ "clean_loss": 0.4003601780509587,
+ "noisy_loss_mean": 0.39936307673502963
+ },
+ {
+ "train_step": 6507,
+ "loss": 0.5078863771626054,
+ "clean_loss": 0.49064583715941024,
+ "noisy_loss_mean": 0.5136332238303373
+ },
+ {
+ "train_step": 6508,
+ "loss": 0.6307789187273998,
+ "clean_loss": 0.6471295746481478,
+ "noisy_loss_mean": 0.6253287000871505
+ },
+ {
+ "train_step": 6509,
+ "loss": 0.6230704813401935,
+ "clean_loss": 0.6225795019398529,
+ "noisy_loss_mean": 0.6232341411403071
+ },
+ {
+ "train_step": 6510,
+ "loss": 0.6041254457759866,
+ "clean_loss": 0.6028051293033712,
+ "noisy_loss_mean": 0.6045655512668583
+ },
+ {
+ "train_step": 6511,
+ "loss": 0.6585405552225438,
+ "clean_loss": 0.6469310331886001,
+ "noisy_loss_mean": 0.6624103959005252
+ },
+ {
+ "train_step": 6512,
+ "loss": 0.48169645402741806,
+ "clean_loss": 0.478651551319635,
+ "noisy_loss_mean": 0.48271142159667907
+ },
+ {
+ "train_step": 6513,
+ "loss": 0.530846154537521,
+ "clean_loss": 0.5282737489190766,
+ "noisy_loss_mean": 0.5317036230770024
+ },
+ {
+ "train_step": 6514,
+ "loss": 0.5647345369206339,
+ "clean_loss": 0.557594192569856,
+ "noisy_loss_mean": 0.5671146517042266
+ },
+ {
+ "train_step": 6515,
+ "loss": 0.5042104717422649,
+ "clean_loss": 0.5041736174537029,
+ "noisy_loss_mean": 0.5042227565051188
+ },
+ {
+ "train_step": 6516,
+ "loss": 0.7204338506255952,
+ "clean_loss": 0.7223936272058521,
+ "noisy_loss_mean": 0.7197805917655096
+ },
+ {
+ "train_step": 6517,
+ "loss": 0.26601779162085293,
+ "clean_loss": 0.26172926712749667,
+ "noisy_loss_mean": 0.267447299785305
+ },
+ {
+ "train_step": 6518,
+ "loss": 0.5736393672202782,
+ "clean_loss": 0.567249172483033,
+ "noisy_loss_mean": 0.5757694321326933
+ },
+ {
+ "train_step": 6519,
+ "loss": 0.6272606688943306,
+ "clean_loss": 0.6255274008919298,
+ "noisy_loss_mean": 0.6278384248951309
+ },
+ {
+ "train_step": 6520,
+ "loss": 0.7522919485804618,
+ "clean_loss": 0.7511257126417968,
+ "noisy_loss_mean": 0.75268069389335
+ },
+ {
+ "train_step": 6521,
+ "loss": 0.46684806316599337,
+ "clean_loss": 0.45294276069894146,
+ "noisy_loss_mean": 0.47148316398834395
+ },
+ {
+ "train_step": 6522,
+ "loss": 0.43713984693196395,
+ "clean_loss": 0.4311251363750258,
+ "noisy_loss_mean": 0.43914475045094337
+ },
+ {
+ "train_step": 6523,
+ "loss": 0.4084631163408591,
+ "clean_loss": 0.4163096094808235,
+ "noisy_loss_mean": 0.40584761862753754
+ },
+ {
+ "train_step": 6524,
+ "loss": 0.4104411924886723,
+ "clean_loss": 0.39987225689454325,
+ "noisy_loss_mean": 0.4139641710200486
+ },
+ {
+ "train_step": 6525,
+ "loss": 0.4252294420940391,
+ "clean_loss": 0.4237686151692498,
+ "noisy_loss_mean": 0.42571638440230225
+ },
+ {
+ "train_step": 6526,
+ "loss": 0.5293039789841163,
+ "clean_loss": 0.5541810143121279,
+ "noisy_loss_mean": 0.5210116338747791
+ },
+ {
+ "train_step": 6527,
+ "loss": 0.4571191102054475,
+ "clean_loss": 0.44752609629096834,
+ "noisy_loss_mean": 0.46031678151027383
+ },
+ {
+ "train_step": 6528,
+ "loss": 0.5485253468720608,
+ "clean_loss": 0.5398882008530855,
+ "noisy_loss_mean": 0.5514043955450525
+ },
+ {
+ "train_step": 6529,
+ "loss": 0.36520818969413926,
+ "clean_loss": 0.37369244231776066,
+ "noisy_loss_mean": 0.3623801054862655
+ },
+ {
+ "train_step": 6530,
+ "loss": 0.7154390242171011,
+ "clean_loss": 0.7084218384576272,
+ "noisy_loss_mean": 0.7177780861369257
+ },
+ {
+ "train_step": 6531,
+ "loss": 0.5307867703994222,
+ "clean_loss": 0.5552220671169316,
+ "noisy_loss_mean": 0.5226416714935859
+ },
+ {
+ "train_step": 6532,
+ "loss": 0.36107433226655666,
+ "clean_loss": 0.3510149880183651,
+ "noisy_loss_mean": 0.36442744701595386
+ },
+ {
+ "train_step": 6533,
+ "loss": 0.5257443424569849,
+ "clean_loss": 0.5309616189246287,
+ "noisy_loss_mean": 0.5240052503011036
+ },
+ {
+ "train_step": 6534,
+ "loss": 0.5959091410336465,
+ "clean_loss": 0.5794527693034176,
+ "noisy_loss_mean": 0.601394598277056
+ },
+ {
+ "train_step": 6535,
+ "loss": 0.7748883724029378,
+ "clean_loss": 0.7475357441415144,
+ "noisy_loss_mean": 0.7840059151567457
+ },
+ {
+ "train_step": 6536,
+ "loss": 0.38489397842905726,
+ "clean_loss": 0.38677694994656314,
+ "noisy_loss_mean": 0.38426632125655535
+ },
+ {
+ "train_step": 6537,
+ "loss": 0.6062941430731154,
+ "clean_loss": 0.6050785499062769,
+ "noisy_loss_mean": 0.6066993407953948
+ },
+ {
+ "train_step": 6538,
+ "loss": 0.6572121210734245,
+ "clean_loss": 0.6522830887244127,
+ "noisy_loss_mean": 0.6588551318564285
+ },
+ {
+ "train_step": 6539,
+ "loss": 0.8087099967768703,
+ "clean_loss": 0.8110305807913354,
+ "noisy_loss_mean": 0.8079364687720485
+ },
+ {
+ "train_step": 6540,
+ "loss": 0.6342597673243036,
+ "clean_loss": 0.6262207752584618,
+ "noisy_loss_mean": 0.636939431346251
+ },
+ {
+ "train_step": 6541,
+ "loss": 0.47549672858534975,
+ "clean_loss": 0.47915104974915135,
+ "noisy_loss_mean": 0.47427862153074923
+ },
+ {
+ "train_step": 6542,
+ "loss": 0.6229113336035933,
+ "clean_loss": 0.6265856314136806,
+ "noisy_loss_mean": 0.6216865676668974
+ },
+ {
+ "train_step": 6543,
+ "loss": 0.4566461182513034,
+ "clean_loss": 0.46143607886993143,
+ "noisy_loss_mean": 0.4550494647117607
+ },
+ {
+ "train_step": 6544,
+ "loss": 0.5116662401050066,
+ "clean_loss": 0.5178581859959971,
+ "noisy_loss_mean": 0.5096022581413432
+ },
+ {
+ "train_step": 6545,
+ "loss": 0.46481145436726723,
+ "clean_loss": 0.4590445213953932,
+ "noisy_loss_mean": 0.46673376535789185
+ },
+ {
+ "train_step": 6546,
+ "loss": 0.5863275345293375,
+ "clean_loss": 0.5964549376449161,
+ "noisy_loss_mean": 0.5829517334908114
+ },
+ {
+ "train_step": 6547,
+ "loss": 0.4280039655030715,
+ "clean_loss": 0.4284827169669896,
+ "noisy_loss_mean": 0.4278443816817655
+ },
+ {
+ "train_step": 6548,
+ "loss": 0.7411953102782842,
+ "clean_loss": 0.739406676014052,
+ "noisy_loss_mean": 0.7417915216996951
+ },
+ {
+ "train_step": 6549,
+ "loss": 0.7302299368327182,
+ "clean_loss": 0.7420793507928087,
+ "noisy_loss_mean": 0.7262801321793547
+ },
+ {
+ "train_step": 6550,
+ "loss": 0.5557739353788794,
+ "clean_loss": 0.55352401964151,
+ "noisy_loss_mean": 0.5565239072913358
+ },
+ {
+ "train_step": 6551,
+ "loss": 0.5911696486589862,
+ "clean_loss": 0.5900735338555492,
+ "noisy_loss_mean": 0.591535020260132
+ },
+ {
+ "train_step": 6552,
+ "loss": 0.5677102617295615,
+ "clean_loss": 0.5571762382116113,
+ "noisy_loss_mean": 0.5712216029022117
+ },
+ {
+ "train_step": 6553,
+ "loss": 0.453648003815235,
+ "clean_loss": 0.4500587595749385,
+ "noisy_loss_mean": 0.4548444185620005
+ },
+ {
+ "train_step": 6554,
+ "loss": 0.7206575650636579,
+ "clean_loss": 0.7274838112665823,
+ "noisy_loss_mean": 0.7183821496626831
+ },
+ {
+ "train_step": 6555,
+ "loss": 0.5906872876785718,
+ "clean_loss": 0.5891591876871543,
+ "noisy_loss_mean": 0.5911966543423777
+ },
+ {
+ "train_step": 6556,
+ "loss": 0.8045092334920045,
+ "clean_loss": 0.8045172071525227,
+ "noisy_loss_mean": 0.8045065756051651
+ },
+ {
+ "train_step": 6557,
+ "loss": 0.6962947450357779,
+ "clean_loss": 0.6934937343286997,
+ "noisy_loss_mean": 0.6972284152714708
+ },
+ {
+ "train_step": 6558,
+ "loss": 0.5831813693956641,
+ "clean_loss": 0.5873051397225183,
+ "noisy_loss_mean": 0.5818067792867128
+ },
+ {
+ "train_step": 6559,
+ "loss": 0.7213316544587418,
+ "clean_loss": 0.7211691426890131,
+ "noisy_loss_mean": 0.7213858250486513
+ },
+ {
+ "train_step": 6560,
+ "loss": 0.682397985559424,
+ "clean_loss": 0.680537219869603,
+ "noisy_loss_mean": 0.6830182407893645
+ },
+ {
+ "train_step": 6561,
+ "loss": 0.7008152265876127,
+ "clean_loss": 0.6922851071834178,
+ "noisy_loss_mean": 0.7036585997223445
+ },
+ {
+ "train_step": 6562,
+ "loss": 0.5009155220287468,
+ "clean_loss": 0.4988380800098779,
+ "noisy_loss_mean": 0.501608002701703
+ },
+ {
+ "train_step": 6563,
+ "loss": 0.4421963821763903,
+ "clean_loss": 0.43142648850156035,
+ "noisy_loss_mean": 0.44578634673466694
+ },
+ {
+ "train_step": 6564,
+ "loss": 0.46228807003756733,
+ "clean_loss": 0.4608084220682952,
+ "noisy_loss_mean": 0.46278128602732477
+ },
+ {
+ "train_step": 6565,
+ "loss": 0.5526216327573323,
+ "clean_loss": 0.5399139148686894,
+ "noisy_loss_mean": 0.5568575387202133
+ },
+ {
+ "train_step": 6566,
+ "loss": 0.6146320595591691,
+ "clean_loss": 0.6121443662819077,
+ "noisy_loss_mean": 0.6154612906515896
+ },
+ {
+ "train_step": 6567,
+ "loss": 0.510329815159317,
+ "clean_loss": 0.4954564847340959,
+ "noisy_loss_mean": 0.515287591967724
+ },
+ {
+ "train_step": 6568,
+ "loss": 0.5251969684625363,
+ "clean_loss": 0.5248725407309719,
+ "noisy_loss_mean": 0.5253051110397244
+ },
+ {
+ "train_step": 6569,
+ "loss": 0.49903951977781247,
+ "clean_loss": 0.49942226458363387,
+ "noisy_loss_mean": 0.49891193817587204
+ },
+ {
+ "train_step": 6570,
+ "loss": 0.6831698680521936,
+ "clean_loss": 0.6712630758781808,
+ "noisy_loss_mean": 0.6871387987768646
+ },
+ {
+ "train_step": 6571,
+ "loss": 0.40833226232751163,
+ "clean_loss": 0.41086842148213976,
+ "noisy_loss_mean": 0.40748687594263555
+ },
+ {
+ "train_step": 6572,
+ "loss": 0.6041406113374812,
+ "clean_loss": 0.5943185339698619,
+ "noisy_loss_mean": 0.6074146371266875
+ },
+ {
+ "train_step": 6573,
+ "loss": 0.4867063353860337,
+ "clean_loss": 0.48359401741911856,
+ "noisy_loss_mean": 0.48774377470833885
+ },
+ {
+ "train_step": 6574,
+ "loss": 0.6374040356139568,
+ "clean_loss": 0.6294064884329339,
+ "noisy_loss_mean": 0.6400698846742977
+ },
+ {
+ "train_step": 6575,
+ "loss": 0.6234367703894537,
+ "clean_loss": 0.6296488530884885,
+ "noisy_loss_mean": 0.6213660761564421
+ },
+ {
+ "train_step": 6576,
+ "loss": 0.6028958565348899,
+ "clean_loss": 0.6102688614166791,
+ "noisy_loss_mean": 0.6004381882409602
+ },
+ {
+ "train_step": 6577,
+ "loss": 0.40344627554104534,
+ "clean_loss": 0.4055599842353428,
+ "noisy_loss_mean": 0.4027417059762795
+ },
+ {
+ "train_step": 6578,
+ "loss": 0.5158027802723811,
+ "clean_loss": 0.5140056340201163,
+ "noisy_loss_mean": 0.516401829023136
+ },
+ {
+ "train_step": 6579,
+ "loss": 0.6126060060582762,
+ "clean_loss": 0.605496394620904,
+ "noisy_loss_mean": 0.6149758765374003
+ },
+ {
+ "train_step": 6580,
+ "loss": 0.5715610929301033,
+ "clean_loss": 0.5666397371861772,
+ "noisy_loss_mean": 0.5732015448447453
+ },
+ {
+ "train_step": 6581,
+ "loss": 0.6083298764198366,
+ "clean_loss": 0.6111765151931351,
+ "noisy_loss_mean": 0.6073809968287373
+ },
+ {
+ "train_step": 6582,
+ "loss": 0.5352561913935374,
+ "clean_loss": 0.5284262658309945,
+ "noisy_loss_mean": 0.5375328332477184
+ },
+ {
+ "train_step": 6583,
+ "loss": 0.6500337292289249,
+ "clean_loss": 0.6307435650663621,
+ "noisy_loss_mean": 0.6564637839497792
+ },
+ {
+ "train_step": 6584,
+ "loss": 0.46574369182447395,
+ "clean_loss": 0.4506579867902139,
+ "noisy_loss_mean": 0.4707722601692273
+ },
+ {
+ "train_step": 6585,
+ "loss": 0.5682694205062467,
+ "clean_loss": 0.564302669100142,
+ "noisy_loss_mean": 0.5695916709749483
+ },
+ {
+ "train_step": 6586,
+ "loss": 0.564720190943897,
+ "clean_loss": 0.5710523152103113,
+ "noisy_loss_mean": 0.5626094828550924
+ },
+ {
+ "train_step": 6587,
+ "loss": 0.6301355899178371,
+ "clean_loss": 0.6387308453520212,
+ "noisy_loss_mean": 0.6272705047731091
+ },
+ {
+ "train_step": 6588,
+ "loss": 0.7415691456183808,
+ "clean_loss": 0.7421183312535887,
+ "noisy_loss_mean": 0.741386083739978
+ },
+ {
+ "train_step": 6589,
+ "loss": 0.6936358500287119,
+ "clean_loss": 0.6947655356726363,
+ "noisy_loss_mean": 0.6932592881474037
+ },
+ {
+ "train_step": 6590,
+ "loss": 0.5984576923594342,
+ "clean_loss": 0.6033344103534768,
+ "noisy_loss_mean": 0.5968321196947534
+ },
+ {
+ "train_step": 6591,
+ "loss": 0.39481610723535127,
+ "clean_loss": 0.38684671933913856,
+ "noisy_loss_mean": 0.3974725698674222
+ },
+ {
+ "train_step": 6592,
+ "loss": 0.4349494182942207,
+ "clean_loss": 0.4402063568640725,
+ "noisy_loss_mean": 0.4331971054376034
+ },
+ {
+ "train_step": 6593,
+ "loss": 0.5923249669519639,
+ "clean_loss": 0.5969507854762705,
+ "noisy_loss_mean": 0.5907830274438618
+ },
+ {
+ "train_step": 6594,
+ "loss": 0.5308852272046184,
+ "clean_loss": 0.526800592790307,
+ "noisy_loss_mean": 0.532246772009389
+ },
+ {
+ "train_step": 6595,
+ "loss": 0.4277966691725448,
+ "clean_loss": 0.4317931619544491,
+ "noisy_loss_mean": 0.42646450491190996
+ },
+ {
+ "train_step": 6596,
+ "loss": 0.626227969603054,
+ "clean_loss": 0.6175262910124995,
+ "noisy_loss_mean": 0.6291285291332389
+ },
+ {
+ "train_step": 6597,
+ "loss": 0.36236415361304697,
+ "clean_loss": 0.3665803153096178,
+ "noisy_loss_mean": 0.36095876638085667
+ },
+ {
+ "train_step": 6598,
+ "loss": 0.603530971393634,
+ "clean_loss": 0.6005659681091691,
+ "noisy_loss_mean": 0.6045193058217889
+ },
+ {
+ "train_step": 6599,
+ "loss": 0.48241635745595973,
+ "clean_loss": 0.4750455140928271,
+ "noisy_loss_mean": 0.4848733052436706
+ },
+ {
+ "train_step": 6600,
+ "loss": 0.5158809334752725,
+ "clean_loss": 0.5204273623577402,
+ "noisy_loss_mean": 0.5143654571811166
+ },
+ {
+ "train_step": 6601,
+ "loss": 0.48405692196037836,
+ "clean_loss": 0.4763827784218701,
+ "noisy_loss_mean": 0.48661496980654784
+ },
+ {
+ "train_step": 6602,
+ "loss": 0.7881096679288837,
+ "clean_loss": 0.7837621909955305,
+ "noisy_loss_mean": 0.789558826906668
+ },
+ {
+ "train_step": 6603,
+ "loss": 0.6092799062605296,
+ "clean_loss": 0.6072937597275077,
+ "noisy_loss_mean": 0.6099419551048704
+ },
+ {
+ "train_step": 6604,
+ "loss": 0.4643374878245077,
+ "clean_loss": 0.4701724888719457,
+ "noisy_loss_mean": 0.46239248747536177
+ },
+ {
+ "train_step": 6605,
+ "loss": 0.7057781568147934,
+ "clean_loss": 0.7034996827871783,
+ "noisy_loss_mean": 0.7065376481573318
+ },
+ {
+ "train_step": 6606,
+ "loss": 0.3778794728588422,
+ "clean_loss": 0.3739754888060702,
+ "noisy_loss_mean": 0.37918080087643286
+ },
+ {
+ "train_step": 6607,
+ "loss": 0.6277466334450131,
+ "clean_loss": 0.6171901012209662,
+ "noisy_loss_mean": 0.6312654775196954
+ },
+ {
+ "train_step": 6608,
+ "loss": 0.4608098524575208,
+ "clean_loss": 0.4709449827601186,
+ "noisy_loss_mean": 0.45743147568998827
+ },
+ {
+ "train_step": 6609,
+ "loss": 0.5227286057460439,
+ "clean_loss": 0.502647985713416,
+ "noisy_loss_mean": 0.5294221457569198
+ },
+ {
+ "train_step": 6610,
+ "loss": 0.5525727069444608,
+ "clean_loss": 0.5564153815113447,
+ "noisy_loss_mean": 0.5512918154221662
+ },
+ {
+ "train_step": 6611,
+ "loss": 0.5673799115692771,
+ "clean_loss": 0.5894037036367865,
+ "noisy_loss_mean": 0.560038647546774
+ },
+ {
+ "train_step": 6612,
+ "loss": 0.5767832448115082,
+ "clean_loss": 0.5854422803097156,
+ "noisy_loss_mean": 0.5738968996454391
+ },
+ {
+ "train_step": 6613,
+ "loss": 0.46829741294782473,
+ "clean_loss": 0.45478619535529724,
+ "noisy_loss_mean": 0.47280115214533386
+ },
+ {
+ "train_step": 6614,
+ "loss": 0.5946409961979637,
+ "clean_loss": 0.5808012863516642,
+ "noisy_loss_mean": 0.5992542328133971
+ },
+ {
+ "train_step": 6615,
+ "loss": 0.7026837335745303,
+ "clean_loss": 0.70754638111287,
+ "noisy_loss_mean": 0.7010628510617504
+ },
+ {
+ "train_step": 6616,
+ "loss": 0.7437898824798996,
+ "clean_loss": 0.7046150021456627,
+ "noisy_loss_mean": 0.7568481759246453
+ },
+ {
+ "train_step": 6617,
+ "loss": 0.5184043218988555,
+ "clean_loss": 0.5212084819602487,
+ "noisy_loss_mean": 0.5174696018783912
+ },
+ {
+ "train_step": 6618,
+ "loss": 0.6085269160381706,
+ "clean_loss": 0.5993890647053975,
+ "noisy_loss_mean": 0.6115728664824283
+ },
+ {
+ "train_step": 6619,
+ "loss": 0.5531534763520821,
+ "clean_loss": 0.5656709920724086,
+ "noisy_loss_mean": 0.5489809711119733
+ },
+ {
+ "train_step": 6620,
+ "loss": 0.36756843384066173,
+ "clean_loss": 0.36520044598168233,
+ "noisy_loss_mean": 0.36835776312698826
+ },
+ {
+ "train_step": 6621,
+ "loss": 0.460891957997591,
+ "clean_loss": 0.4672103357521087,
+ "noisy_loss_mean": 0.4587858320794183
+ },
+ {
+ "train_step": 6622,
+ "loss": 0.9093211570720099,
+ "clean_loss": 0.9062180322540141,
+ "noisy_loss_mean": 0.9103555320113418
+ },
+ {
+ "train_step": 6623,
+ "loss": 0.4294556306387227,
+ "clean_loss": 0.4334540703270085,
+ "noisy_loss_mean": 0.42812281740929414
+ },
+ {
+ "train_step": 6624,
+ "loss": 0.7595281395711717,
+ "clean_loss": 0.7504662918886094,
+ "noisy_loss_mean": 0.762548755465359
+ },
+ {
+ "train_step": 6625,
+ "loss": 0.6011704230580429,
+ "clean_loss": 0.5856445073084782,
+ "noisy_loss_mean": 0.6063457283078978
+ },
+ {
+ "train_step": 6626,
+ "loss": 0.6479830959725741,
+ "clean_loss": 0.6537464019856831,
+ "noisy_loss_mean": 0.6460619939682044
+ },
+ {
+ "train_step": 6627,
+ "loss": 0.6439967786827474,
+ "clean_loss": 0.6453621686100477,
+ "noisy_loss_mean": 0.6435416487069806
+ },
+ {
+ "train_step": 6628,
+ "loss": 0.4355235696333067,
+ "clean_loss": 0.4354372393812145,
+ "noisy_loss_mean": 0.43555234638400403
+ },
+ {
+ "train_step": 6629,
+ "loss": 0.6402028366582339,
+ "clean_loss": 0.6480853772772655,
+ "noisy_loss_mean": 0.6375753231185567
+ },
+ {
+ "train_step": 6630,
+ "loss": 0.49337136697440476,
+ "clean_loss": 0.49662351592683435,
+ "noisy_loss_mean": 0.49228731732359493
+ },
+ {
+ "train_step": 6631,
+ "loss": 0.4060954987317127,
+ "clean_loss": 0.4130183211881448,
+ "noisy_loss_mean": 0.4037878912462354
+ },
+ {
+ "train_step": 6632,
+ "loss": 0.5871202202580031,
+ "clean_loss": 0.5846421442687602,
+ "noisy_loss_mean": 0.5879462455877508
+ },
+ {
+ "train_step": 6633,
+ "loss": 0.5570011081006604,
+ "clean_loss": 0.5413769675272789,
+ "noisy_loss_mean": 0.5622091549584542
+ },
+ {
+ "train_step": 6634,
+ "loss": 0.7696326791119739,
+ "clean_loss": 0.7713536366993434,
+ "noisy_loss_mean": 0.7690590265828506
+ },
+ {
+ "train_step": 6635,
+ "loss": 0.5633689525677748,
+ "clean_loss": 0.5673847081200555,
+ "noisy_loss_mean": 0.5620303673836812
+ },
+ {
+ "train_step": 6636,
+ "loss": 0.5256525571811164,
+ "clean_loss": 0.5296712273573002,
+ "noisy_loss_mean": 0.5243130004557218
+ },
+ {
+ "train_step": 6637,
+ "loss": 0.4891764678624887,
+ "clean_loss": 0.4982997346121508,
+ "noisy_loss_mean": 0.4861353789459346
+ },
+ {
+ "train_step": 6638,
+ "loss": 0.5750819238362119,
+ "clean_loss": 0.5839372850379985,
+ "noisy_loss_mean": 0.5721301367689499
+ },
+ {
+ "train_step": 6639,
+ "loss": 0.6072049685778008,
+ "clean_loss": 0.6131047185727095,
+ "noisy_loss_mean": 0.6052383852461646
+ },
+ {
+ "train_step": 6640,
+ "loss": 0.7521453166837596,
+ "clean_loss": 0.7443743113400068,
+ "noisy_loss_mean": 0.7547356517983439
+ },
+ {
+ "train_step": 6641,
+ "loss": 0.47984696536906174,
+ "clean_loss": 0.4796555992556541,
+ "noisy_loss_mean": 0.479910754073531
+ },
+ {
+ "train_step": 6642,
+ "loss": 0.5753319922599445,
+ "clean_loss": 0.5792917075263144,
+ "noisy_loss_mean": 0.5740120871711544
+ },
+ {
+ "train_step": 6643,
+ "loss": 0.6661730554661858,
+ "clean_loss": 0.66037116829336,
+ "noisy_loss_mean": 0.6681070178571277
+ },
+ {
+ "train_step": 6644,
+ "loss": 0.5400395325648022,
+ "clean_loss": 0.5446688415409009,
+ "noisy_loss_mean": 0.5384964295727693
+ },
+ {
+ "train_step": 6645,
+ "loss": 0.39874567310518483,
+ "clean_loss": 0.4115713872311131,
+ "noisy_loss_mean": 0.39447043506320867
+ },
+ {
+ "train_step": 6646,
+ "loss": 0.5860814277513231,
+ "clean_loss": 0.5899538663053666,
+ "noisy_loss_mean": 0.5847906148999752
+ },
+ {
+ "train_step": 6647,
+ "loss": 0.5904497057751987,
+ "clean_loss": 0.5954847306102186,
+ "noisy_loss_mean": 0.5887713641635254
+ },
+ {
+ "train_step": 6648,
+ "loss": 0.4459528894636741,
+ "clean_loss": 0.464283218484434,
+ "noisy_loss_mean": 0.43984277979008746
+ },
+ {
+ "train_step": 6649,
+ "loss": 0.6376254402549999,
+ "clean_loss": 0.6333353337625547,
+ "noisy_loss_mean": 0.6390554757524817
+ },
+ {
+ "train_step": 6650,
+ "loss": 0.5240741282639053,
+ "clean_loss": 0.5231352331749233,
+ "noisy_loss_mean": 0.524387093293566
+ },
+ {
+ "train_step": 6651,
+ "loss": 0.6840485341488696,
+ "clean_loss": 0.6955950623131538,
+ "noisy_loss_mean": 0.6801996914274415
+ },
+ {
+ "train_step": 6652,
+ "loss": 0.543110486783833,
+ "clean_loss": 0.5410349171324367,
+ "noisy_loss_mean": 0.5438023433342983
+ },
+ {
+ "train_step": 6653,
+ "loss": 0.6247258955531132,
+ "clean_loss": 0.6374172481736043,
+ "noisy_loss_mean": 0.6204954446796163
+ },
+ {
+ "train_step": 6654,
+ "loss": 0.5210703798282761,
+ "clean_loss": 0.5283721781267776,
+ "noisy_loss_mean": 0.5186364470621089
+ },
+ {
+ "train_step": 6655,
+ "loss": 0.43001633325861377,
+ "clean_loss": 0.42754136656546676,
+ "noisy_loss_mean": 0.4308413221563295
+ },
+ {
+ "train_step": 6656,
+ "loss": 0.4837352516430369,
+ "clean_loss": 0.483032143683688,
+ "noisy_loss_mean": 0.48396962096281976
+ },
+ {
+ "train_step": 6657,
+ "loss": 0.44954030893979346,
+ "clean_loss": 0.44840658063590494,
+ "noisy_loss_mean": 0.44991821837442303
+ },
+ {
+ "train_step": 6658,
+ "loss": 0.4612825744815452,
+ "clean_loss": 0.4592741753704775,
+ "noisy_loss_mean": 0.46195204085190106
+ },
+ {
+ "train_step": 6659,
+ "loss": 0.5138372183053799,
+ "clean_loss": 0.5140322845409991,
+ "noisy_loss_mean": 0.51377219622684
+ },
+ {
+ "train_step": 6660,
+ "loss": 0.5378942349374431,
+ "clean_loss": 0.537704721798995,
+ "noisy_loss_mean": 0.5379574059835925
+ },
+ {
+ "train_step": 6661,
+ "loss": 0.42429002150117767,
+ "clean_loss": 0.416037435033275,
+ "noisy_loss_mean": 0.42704088365714515
+ },
+ {
+ "train_step": 6662,
+ "loss": 0.6076945825949032,
+ "clean_loss": 0.6059784941806737,
+ "noisy_loss_mean": 0.6082666120663128
+ },
+ {
+ "train_step": 6663,
+ "loss": 0.4630646434895187,
+ "clean_loss": 0.45866816753545814,
+ "noisy_loss_mean": 0.4645301354742056
+ },
+ {
+ "train_step": 6664,
+ "loss": 0.4339460098480409,
+ "clean_loss": 0.4280310555664601,
+ "noisy_loss_mean": 0.43591766127523446
+ },
+ {
+ "train_step": 6665,
+ "loss": 0.6508329216273756,
+ "clean_loss": 0.6421279597715664,
+ "noisy_loss_mean": 0.653734575579312
+ },
+ {
+ "train_step": 6666,
+ "loss": 0.6192270180585353,
+ "clean_loss": 0.6138864204717375,
+ "noisy_loss_mean": 0.6210072172541347
+ },
+ {
+ "train_step": 6667,
+ "loss": 0.5557996117138566,
+ "clean_loss": 0.5556614222870873,
+ "noisy_loss_mean": 0.555845674856113
+ },
+ {
+ "train_step": 6668,
+ "loss": 0.5171634240027034,
+ "clean_loss": 0.509650363088823,
+ "noisy_loss_mean": 0.5196677776406635
+ },
+ {
+ "train_step": 6669,
+ "loss": 0.4717799875594587,
+ "clean_loss": 0.456043403582038,
+ "noisy_loss_mean": 0.47702551555193234
+ },
+ {
+ "train_step": 6670,
+ "loss": 0.4887014295258809,
+ "clean_loss": 0.4964242298278517,
+ "noisy_loss_mean": 0.4861271627585573
+ },
+ {
+ "train_step": 6671,
+ "loss": 0.43512889572881464,
+ "clean_loss": 0.43187637218383507,
+ "noisy_loss_mean": 0.4362130702438078
+ },
+ {
+ "train_step": 6672,
+ "loss": 0.7094430779099914,
+ "clean_loss": 0.6980942095166248,
+ "noisy_loss_mean": 0.7132260340411136
+ },
+ {
+ "train_step": 6673,
+ "loss": 0.5766578998181355,
+ "clean_loss": 0.5861428186085724,
+ "noisy_loss_mean": 0.5734962602213233
+ },
+ {
+ "train_step": 6674,
+ "loss": 0.5852349141101023,
+ "clean_loss": 0.5919351505408632,
+ "noisy_loss_mean": 0.5830015019665155
+ },
+ {
+ "train_step": 6675,
+ "loss": 0.48497132135979737,
+ "clean_loss": 0.4881073288936497,
+ "noisy_loss_mean": 0.4839259855151799
+ },
+ {
+ "train_step": 6676,
+ "loss": 0.6027165771924873,
+ "clean_loss": 0.5921856702577086,
+ "noisy_loss_mean": 0.6062268795040802
+ },
+ {
+ "train_step": 6677,
+ "loss": 0.5774401175351427,
+ "clean_loss": 0.5840757930691809,
+ "noisy_loss_mean": 0.5752282256904632
+ },
+ {
+ "train_step": 6678,
+ "loss": 0.631480178197638,
+ "clean_loss": 0.6296799305149046,
+ "noisy_loss_mean": 0.6320802607585492
+ },
+ {
+ "train_step": 6679,
+ "loss": 0.6666948048897932,
+ "clean_loss": 0.6772777957358492,
+ "noisy_loss_mean": 0.6631671412744411
+ },
+ {
+ "train_step": 6680,
+ "loss": 0.50939118349447,
+ "clean_loss": 0.5111415020804745,
+ "noisy_loss_mean": 0.5088077439658019
+ },
+ {
+ "train_step": 6681,
+ "loss": 0.6091585153151242,
+ "clean_loss": 0.6015560684470607,
+ "noisy_loss_mean": 0.6116926642711453
+ },
+ {
+ "train_step": 6682,
+ "loss": 0.5798594400475245,
+ "clean_loss": 0.5803474498190695,
+ "noisy_loss_mean": 0.5796967701236762
+ },
+ {
+ "train_step": 6683,
+ "loss": 0.6551043018258684,
+ "clean_loss": 0.6507081427420299,
+ "noisy_loss_mean": 0.656569688187148
+ },
+ {
+ "train_step": 6684,
+ "loss": 0.42089907587313713,
+ "clean_loss": 0.41831329236203046,
+ "noisy_loss_mean": 0.42176100371017267
+ },
+ {
+ "train_step": 6685,
+ "loss": 0.5242974421792037,
+ "clean_loss": 0.523819719130243,
+ "noisy_loss_mean": 0.524456683195524
+ },
+ {
+ "train_step": 6686,
+ "loss": 0.5545293534715452,
+ "clean_loss": 0.5769771318549158,
+ "noisy_loss_mean": 0.5470467606770882
+ },
+ {
+ "train_step": 6687,
+ "loss": 0.43608058626239626,
+ "clean_loss": 0.4405355559896087,
+ "noisy_loss_mean": 0.4345955963533255
+ },
+ {
+ "train_step": 6688,
+ "loss": 0.7203841526290806,
+ "clean_loss": 0.7043116602041802,
+ "noisy_loss_mean": 0.7257416501040473
+ },
+ {
+ "train_step": 6689,
+ "loss": 0.5413299651034098,
+ "clean_loss": 0.5447611278748277,
+ "noisy_loss_mean": 0.5401862441796038
+ },
+ {
+ "train_step": 6690,
+ "loss": 0.462008328102256,
+ "clean_loss": 0.4632031717085297,
+ "noisy_loss_mean": 0.46161004690016477
+ },
+ {
+ "train_step": 6691,
+ "loss": 0.4446575616213464,
+ "clean_loss": 0.43060759149492445,
+ "noisy_loss_mean": 0.4493408849968204
+ },
+ {
+ "train_step": 6692,
+ "loss": 0.6002038553335677,
+ "clean_loss": 0.5949355800641892,
+ "noisy_loss_mean": 0.6019599470900272
+ },
+ {
+ "train_step": 6693,
+ "loss": 0.6235819497520296,
+ "clean_loss": 0.627868166021434,
+ "noisy_loss_mean": 0.6221532109955614
+ },
+ {
+ "train_step": 6694,
+ "loss": 0.4627373432366735,
+ "clean_loss": 0.46249100145188543,
+ "noisy_loss_mean": 0.46281945716493617
+ },
+ {
+ "train_step": 6695,
+ "loss": 0.5987706410035051,
+ "clean_loss": 0.6009956008135395,
+ "noisy_loss_mean": 0.5980289877334936
+ },
+ {
+ "train_step": 6696,
+ "loss": 0.6682614216805698,
+ "clean_loss": 0.6769690076737775,
+ "noisy_loss_mean": 0.6653588930161672
+ },
+ {
+ "train_step": 6697,
+ "loss": 0.540482677127375,
+ "clean_loss": 0.5341270685203491,
+ "noisy_loss_mean": 0.5426012133297169
+ },
+ {
+ "train_step": 6698,
+ "loss": 0.5700827565795125,
+ "clean_loss": 0.5725950661166224,
+ "noisy_loss_mean": 0.5692453200671426
+ },
+ {
+ "train_step": 6699,
+ "loss": 0.625188061572586,
+ "clean_loss": 0.6212303612837222,
+ "noisy_loss_mean": 0.6265072950022074
+ },
+ {
+ "train_step": 6700,
+ "loss": 0.6139907489194887,
+ "clean_loss": 0.6153945418278126,
+ "noisy_loss_mean": 0.6135228179500473
+ },
+ {
+ "train_step": 6701,
+ "loss": 0.47845109117965334,
+ "clean_loss": 0.47652353934202546,
+ "noisy_loss_mean": 0.4790936084588626
+ },
+ {
+ "train_step": 6702,
+ "loss": 0.7816384949154964,
+ "clean_loss": 0.7949714961015706,
+ "noisy_loss_mean": 0.777194161186805
+ },
+ {
+ "train_step": 6703,
+ "loss": 0.5304341678775518,
+ "clean_loss": 0.5185596295497773,
+ "noisy_loss_mean": 0.5343923473201433
+ },
+ {
+ "train_step": 6704,
+ "loss": 0.44124985247706505,
+ "clean_loss": 0.44193112156613834,
+ "noisy_loss_mean": 0.44102276278070723
+ },
+ {
+ "train_step": 6705,
+ "loss": 0.5932189229225571,
+ "clean_loss": 0.5897414769171766,
+ "noisy_loss_mean": 0.5943780715910173
+ },
+ {
+ "train_step": 6706,
+ "loss": 0.651852755775529,
+ "clean_loss": 0.6161147848008568,
+ "noisy_loss_mean": 0.6637654127670864
+ },
+ {
+ "train_step": 6707,
+ "loss": 0.6421314726011291,
+ "clean_loss": 0.6505422631980131,
+ "noisy_loss_mean": 0.6393278757355011
+ },
+ {
+ "train_step": 6708,
+ "loss": 0.5955705763176162,
+ "clean_loss": 0.5848602166467887,
+ "noisy_loss_mean": 0.5991406962078921
+ },
+ {
+ "train_step": 6709,
+ "loss": 0.4448890759764483,
+ "clean_loss": 0.45048655708842095,
+ "noisy_loss_mean": 0.443023248939124
+ },
+ {
+ "train_step": 6710,
+ "loss": 0.7408613566812071,
+ "clean_loss": 0.7544196297138308,
+ "noisy_loss_mean": 0.7363419323369992
+ },
+ {
+ "train_step": 6711,
+ "loss": 0.6342168501715333,
+ "clean_loss": 0.6465455177263676,
+ "noisy_loss_mean": 0.6301072943199219
+ },
+ {
+ "train_step": 6712,
+ "loss": 0.6702992416323541,
+ "clean_loss": 0.6776383986504341,
+ "noisy_loss_mean": 0.6678528559596608
+ },
+ {
+ "train_step": 6713,
+ "loss": 0.39012707483753917,
+ "clean_loss": 0.3802238841461962,
+ "noisy_loss_mean": 0.3934281384013201
+ },
+ {
+ "train_step": 6714,
+ "loss": 0.4526795910332776,
+ "clean_loss": 0.42204526361430517,
+ "noisy_loss_mean": 0.46289103350626837
+ },
+ {
+ "train_step": 6715,
+ "loss": 0.4224301971398857,
+ "clean_loss": 0.4207596939001525,
+ "noisy_loss_mean": 0.4229870315531301
+ },
+ {
+ "train_step": 6716,
+ "loss": 0.5819906776391099,
+ "clean_loss": 0.5891252994292352,
+ "noisy_loss_mean": 0.5796124703757348
+ },
+ {
+ "train_step": 6717,
+ "loss": 0.594519116812975,
+ "clean_loss": 0.5796827033289557,
+ "noisy_loss_mean": 0.5994645879743147
+ },
+ {
+ "train_step": 6718,
+ "loss": 0.6937471681253926,
+ "clean_loss": 0.7004597178228001,
+ "noisy_loss_mean": 0.6915096515595901
+ },
+ {
+ "train_step": 6719,
+ "loss": 0.6825100919186048,
+ "clean_loss": 0.6788427476143363,
+ "noisy_loss_mean": 0.6837325400200277
+ },
+ {
+ "train_step": 6720,
+ "loss": 0.6116992716496324,
+ "clean_loss": 0.6140609862824995,
+ "noisy_loss_mean": 0.6109120334386767
+ },
+ {
+ "train_step": 6721,
+ "loss": 0.59156826522962,
+ "clean_loss": 0.5997644330725185,
+ "noisy_loss_mean": 0.5888362092819873
+ },
+ {
+ "train_step": 6722,
+ "loss": 0.5139086750964124,
+ "clean_loss": 0.5022651726463317,
+ "noisy_loss_mean": 0.5177898425797726
+ },
+ {
+ "train_step": 6723,
+ "loss": 0.5720140897430535,
+ "clean_loss": 0.5898476788545413,
+ "noisy_loss_mean": 0.5660695600392242
+ },
+ {
+ "train_step": 6724,
+ "loss": 0.6738319934373416,
+ "clean_loss": 0.6653572124406867,
+ "noisy_loss_mean": 0.6766569204362266
+ },
+ {
+ "train_step": 6725,
+ "loss": 0.5100402698545744,
+ "clean_loss": 0.4945831863195894,
+ "noisy_loss_mean": 0.5151926310329027
+ },
+ {
+ "train_step": 6726,
+ "loss": 0.6159757414068526,
+ "clean_loss": 0.6145041953828471,
+ "noisy_loss_mean": 0.6164662567481879
+ },
+ {
+ "train_step": 6727,
+ "loss": 0.5805145195559216,
+ "clean_loss": 0.5805133367479582,
+ "noisy_loss_mean": 0.5805149138252427
+ },
+ {
+ "train_step": 6728,
+ "loss": 0.541887881066178,
+ "clean_loss": 0.5561527615834472,
+ "noisy_loss_mean": 0.537132920893755
+ },
+ {
+ "train_step": 6729,
+ "loss": 0.6337235812102734,
+ "clean_loss": 0.6290729608076825,
+ "noisy_loss_mean": 0.635273788011137
+ },
+ {
+ "train_step": 6730,
+ "loss": 0.5408897641812206,
+ "clean_loss": 0.5585289441070811,
+ "noisy_loss_mean": 0.535010037539267
+ },
+ {
+ "train_step": 6731,
+ "loss": 0.4795188039791806,
+ "clean_loss": 0.48793889718806294,
+ "noisy_loss_mean": 0.4767121062428865
+ },
+ {
+ "train_step": 6732,
+ "loss": 0.4525399398236634,
+ "clean_loss": 0.4458690875153475,
+ "noisy_loss_mean": 0.45476355725976875
+ },
+ {
+ "train_step": 6733,
+ "loss": 0.7203029425775187,
+ "clean_loss": 0.7287036316847916,
+ "noisy_loss_mean": 0.7175027128750945
+ },
+ {
+ "train_step": 6734,
+ "loss": 0.5590821176844585,
+ "clean_loss": 0.5613571322403399,
+ "noisy_loss_mean": 0.5583237794991648
+ },
+ {
+ "train_step": 6735,
+ "loss": 0.416828689731676,
+ "clean_loss": 0.4221948120755174,
+ "noisy_loss_mean": 0.4150399822837289
+ },
+ {
+ "train_step": 6736,
+ "loss": 0.5624701008236126,
+ "clean_loss": 0.5603926462285272,
+ "noisy_loss_mean": 0.5631625856886411
+ },
+ {
+ "train_step": 6737,
+ "loss": 0.38819180707659323,
+ "clean_loss": 0.3800144514410104,
+ "noisy_loss_mean": 0.3909175922884542
+ },
+ {
+ "train_step": 6738,
+ "loss": 0.4044711556848849,
+ "clean_loss": 0.41697441837147375,
+ "noisy_loss_mean": 0.4003034014560219
+ },
+ {
+ "train_step": 6739,
+ "loss": 0.5349315434284947,
+ "clean_loss": 0.5476010184314076,
+ "noisy_loss_mean": 0.5307083850941904
+ },
+ {
+ "train_step": 6740,
+ "loss": 0.6910746143539593,
+ "clean_loss": 0.6978746527398662,
+ "noisy_loss_mean": 0.6888079348919903
+ },
+ {
+ "train_step": 6741,
+ "loss": 0.43659147369157225,
+ "clean_loss": 0.43913457373655945,
+ "noisy_loss_mean": 0.4357437736765765
+ },
+ {
+ "train_step": 6742,
+ "loss": 0.5626236239742277,
+ "clean_loss": 0.5491345068267928,
+ "noisy_loss_mean": 0.5671199963567061
+ },
+ {
+ "train_step": 6743,
+ "loss": 0.4321333049906079,
+ "clean_loss": 0.4345499494296505,
+ "noisy_loss_mean": 0.43132775684426045
+ },
+ {
+ "train_step": 6744,
+ "loss": 0.45029911572676645,
+ "clean_loss": 0.4531618164068163,
+ "noisy_loss_mean": 0.44934488216674984
+ },
+ {
+ "train_step": 6745,
+ "loss": 0.4464402237325502,
+ "clean_loss": 0.4370731181888998,
+ "noisy_loss_mean": 0.4495625922471003
+ },
+ {
+ "train_step": 6746,
+ "loss": 0.6683020735634047,
+ "clean_loss": 0.6638723640030951,
+ "noisy_loss_mean": 0.6697786434168411
+ },
+ {
+ "train_step": 6747,
+ "loss": 0.46599672908194617,
+ "clean_loss": 0.46734967303155783,
+ "noisy_loss_mean": 0.46554574776540897
+ },
+ {
+ "train_step": 6748,
+ "loss": 0.5086954250757444,
+ "clean_loss": 0.5289618416421085,
+ "noisy_loss_mean": 0.5019399528869564
+ },
+ {
+ "train_step": 6749,
+ "loss": 0.4247399323875284,
+ "clean_loss": 0.4302412993606512,
+ "noisy_loss_mean": 0.4229061433964874
+ },
+ {
+ "train_step": 6750,
+ "loss": 0.7330994676813409,
+ "clean_loss": 0.7391286216889946,
+ "noisy_loss_mean": 0.7310897496787896
+ },
+ {
+ "train_step": 6751,
+ "loss": 0.5007483630143603,
+ "clean_loss": 0.49929304175822764,
+ "noisy_loss_mean": 0.5012334700997378
+ },
+ {
+ "train_step": 6752,
+ "loss": 0.6445187772765157,
+ "clean_loss": 0.6421254211183127,
+ "noisy_loss_mean": 0.6453165626625835
+ },
+ {
+ "train_step": 6753,
+ "loss": 0.511595214754613,
+ "clean_loss": 0.5077922525127384,
+ "noisy_loss_mean": 0.5128628688352378
+ },
+ {
+ "train_step": 6754,
+ "loss": 0.6990388364882041,
+ "clean_loss": 0.7099100529103212,
+ "noisy_loss_mean": 0.6954150976808319
+ },
+ {
+ "train_step": 6755,
+ "loss": 0.5762829675906038,
+ "clean_loss": 0.5897063092622646,
+ "noisy_loss_mean": 0.5718085203667168
+ },
+ {
+ "train_step": 6756,
+ "loss": 0.7605708577301731,
+ "clean_loss": 0.7402246254296563,
+ "noisy_loss_mean": 0.7673529351636786
+ },
+ {
+ "train_step": 6757,
+ "loss": 0.4111013006179911,
+ "clean_loss": 0.4192935864482244,
+ "noisy_loss_mean": 0.40837053867458
+ },
+ {
+ "train_step": 6758,
+ "loss": 0.49294128115780333,
+ "clean_loss": 0.4885610879769578,
+ "noisy_loss_mean": 0.49440134555141846
+ },
+ {
+ "train_step": 6759,
+ "loss": 0.6110689737413463,
+ "clean_loss": 0.6002067731886046,
+ "noisy_loss_mean": 0.6146897072589268
+ },
+ {
+ "train_step": 6760,
+ "loss": 0.5316334909617527,
+ "clean_loss": 0.5384857466515203,
+ "noisy_loss_mean": 0.5293494057318302
+ },
+ {
+ "train_step": 6761,
+ "loss": 0.750899501951519,
+ "clean_loss": 0.7586433265654073,
+ "noisy_loss_mean": 0.7483182270802228
+ },
+ {
+ "train_step": 6762,
+ "loss": 0.36921067537269137,
+ "clean_loss": 0.3740053782870075,
+ "noisy_loss_mean": 0.36761244106791935
+ },
+ {
+ "train_step": 6763,
+ "loss": 0.37572635415903155,
+ "clean_loss": 0.37274695251431084,
+ "noisy_loss_mean": 0.3767194880406051
+ },
+ {
+ "train_step": 6764,
+ "loss": 0.4283522289951848,
+ "clean_loss": 0.4319330724716249,
+ "noisy_loss_mean": 0.42715861450303816
+ },
+ {
+ "train_step": 6765,
+ "loss": 0.35704763611043167,
+ "clean_loss": 0.35901128557178175,
+ "noisy_loss_mean": 0.35639308628998156
+ },
+ {
+ "train_step": 6766,
+ "loss": 0.5897478880116118,
+ "clean_loss": 0.560934285913355,
+ "noisy_loss_mean": 0.5993524220443641
+ },
+ {
+ "train_step": 6767,
+ "loss": 0.48012585081239334,
+ "clean_loss": 0.48098763164275293,
+ "noisy_loss_mean": 0.47983859053560685
+ },
+ {
+ "train_step": 6768,
+ "loss": 0.5065235474030171,
+ "clean_loss": 0.5052448742532933,
+ "noisy_loss_mean": 0.5069497717862583
+ },
+ {
+ "train_step": 6769,
+ "loss": 0.5206609544879359,
+ "clean_loss": 0.5163359017651735,
+ "noisy_loss_mean": 0.5221026387288568
+ },
+ {
+ "train_step": 6770,
+ "loss": 0.4493454418681688,
+ "clean_loss": 0.4434968307989234,
+ "noisy_loss_mean": 0.4512949788912506
+ },
+ {
+ "train_step": 6771,
+ "loss": 0.6295032832238201,
+ "clean_loss": 0.6379216018510668,
+ "noisy_loss_mean": 0.6266971770147377
+ },
+ {
+ "train_step": 6772,
+ "loss": 0.49296966825278643,
+ "clean_loss": 0.4955317031909162,
+ "noisy_loss_mean": 0.4921156566067431
+ },
+ {
+ "train_step": 6773,
+ "loss": 0.48193302149053596,
+ "clean_loss": 0.48565027732903576,
+ "noisy_loss_mean": 0.480693936211036
+ },
+ {
+ "train_step": 6774,
+ "loss": 0.35229363835407834,
+ "clean_loss": 0.35151677298771544,
+ "noisy_loss_mean": 0.35255259347619927
+ },
+ {
+ "train_step": 6775,
+ "loss": 0.5469445159714514,
+ "clean_loss": 0.5393274576342579,
+ "noisy_loss_mean": 0.5494835354171825
+ },
+ {
+ "train_step": 6776,
+ "loss": 0.4621492831075478,
+ "clean_loss": 0.4693150543423755,
+ "noisy_loss_mean": 0.45976069269593856
+ },
+ {
+ "train_step": 6777,
+ "loss": 0.36917654625593277,
+ "clean_loss": 0.3680047697946024,
+ "noisy_loss_mean": 0.3695671384097095
+ },
+ {
+ "train_step": 6778,
+ "loss": 0.4094347347889845,
+ "clean_loss": 0.40879503435152553,
+ "noisy_loss_mean": 0.4096479682681375
+ },
+ {
+ "train_step": 6779,
+ "loss": 0.6683122852549042,
+ "clean_loss": 0.6646241937679275,
+ "noisy_loss_mean": 0.6695416490838966
+ },
+ {
+ "train_step": 6780,
+ "loss": 0.5726505918291207,
+ "clean_loss": 0.5643387797220665,
+ "noisy_loss_mean": 0.5754211958648053
+ },
+ {
+ "train_step": 6781,
+ "loss": 0.4094301216792081,
+ "clean_loss": 0.4062268448978307,
+ "noisy_loss_mean": 0.41049788060633396
+ },
+ {
+ "train_step": 6782,
+ "loss": 0.5380180889614878,
+ "clean_loss": 0.5403887879026534,
+ "noisy_loss_mean": 0.5372278559810993
+ },
+ {
+ "train_step": 6783,
+ "loss": 0.6948482828497593,
+ "clean_loss": 0.7004390232808843,
+ "noisy_loss_mean": 0.6929847027060508
+ },
+ {
+ "train_step": 6784,
+ "loss": 0.8062096757255621,
+ "clean_loss": 0.8081331181068242,
+ "noisy_loss_mean": 0.8055685282651414
+ },
+ {
+ "train_step": 6785,
+ "loss": 0.5017336483543318,
+ "clean_loss": 0.5089952444515057,
+ "noisy_loss_mean": 0.4993131163219406
+ },
+ {
+ "train_step": 6786,
+ "loss": 0.5341430820530088,
+ "clean_loss": 0.5472416680041425,
+ "noisy_loss_mean": 0.5297768867359642
+ },
+ {
+ "train_step": 6787,
+ "loss": 0.5467732528086704,
+ "clean_loss": 0.5417603524945622,
+ "noisy_loss_mean": 0.5484442195800397
+ },
+ {
+ "train_step": 6788,
+ "loss": 0.7184580383972498,
+ "clean_loss": 0.7437865804448035,
+ "noisy_loss_mean": 0.7100151910480652
+ },
+ {
+ "train_step": 6789,
+ "loss": 0.5166874001736421,
+ "clean_loss": 0.5236890891988192,
+ "noisy_loss_mean": 0.5143535038319166
+ },
+ {
+ "train_step": 6790,
+ "loss": 0.5801729877349149,
+ "clean_loss": 0.5890693545669394,
+ "noisy_loss_mean": 0.5772075321242401
+ },
+ {
+ "train_step": 6791,
+ "loss": 0.49364050665821446,
+ "clean_loss": 0.495123518990135,
+ "noisy_loss_mean": 0.493146169214241
+ },
+ {
+ "train_step": 6792,
+ "loss": 0.8419080304887878,
+ "clean_loss": 0.8086659125774822,
+ "noisy_loss_mean": 0.8529887364592229
+ },
+ {
+ "train_step": 6793,
+ "loss": 0.6013023709293392,
+ "clean_loss": 0.600807837073416,
+ "noisy_loss_mean": 0.6014672155479803
+ },
+ {
+ "train_step": 6794,
+ "loss": 0.594614643368879,
+ "clean_loss": 0.5803764788230125,
+ "noisy_loss_mean": 0.5993606982175014
+ },
+ {
+ "train_step": 6795,
+ "loss": 0.6143130020956422,
+ "clean_loss": 0.6186583103769666,
+ "noisy_loss_mean": 0.6128645660018675
+ },
+ {
+ "train_step": 6796,
+ "loss": 0.6195535304997101,
+ "clean_loss": 0.6053701385419067,
+ "noisy_loss_mean": 0.6242813278189779
+ },
+ {
+ "train_step": 6797,
+ "loss": 0.5666218309132235,
+ "clean_loss": 0.5646922059481186,
+ "noisy_loss_mean": 0.5672650392349251
+ },
+ {
+ "train_step": 6798,
+ "loss": 0.49209671487512885,
+ "clean_loss": 0.5004541470793801,
+ "noisy_loss_mean": 0.4893109041403784
+ },
+ {
+ "train_step": 6799,
+ "loss": 0.7013104095886113,
+ "clean_loss": 0.6808646554383578,
+ "noisy_loss_mean": 0.7081256609720291
+ },
+ {
+ "train_step": 6800,
+ "loss": 0.5648651981361845,
+ "clean_loss": 0.5602646319453883,
+ "noisy_loss_mean": 0.5663987201997832
+ },
+ {
+ "train_step": 6801,
+ "loss": 0.4885306356222314,
+ "clean_loss": 0.48498128453837547,
+ "noisy_loss_mean": 0.4897137526501834
+ },
+ {
+ "train_step": 6802,
+ "loss": 0.468682150966528,
+ "clean_loss": 0.46700984642623294,
+ "noisy_loss_mean": 0.46923958581329295
+ },
+ {
+ "train_step": 6803,
+ "loss": 0.520957040869683,
+ "clean_loss": 0.5091990739813561,
+ "noisy_loss_mean": 0.5248763631657919
+ },
+ {
+ "train_step": 6804,
+ "loss": 0.3716803680378926,
+ "clean_loss": 0.35589475922925623,
+ "noisy_loss_mean": 0.3769422376407714
+ },
+ {
+ "train_step": 6805,
+ "loss": 0.5588457183521713,
+ "clean_loss": 0.5583776518700734,
+ "noisy_loss_mean": 0.5590017405128708
+ },
+ {
+ "train_step": 6806,
+ "loss": 0.30752873183646323,
+ "clean_loss": 0.3105878465005289,
+ "noisy_loss_mean": 0.3065090269484414
+ },
+ {
+ "train_step": 6807,
+ "loss": 0.636658727587799,
+ "clean_loss": 0.6037723584776313,
+ "noisy_loss_mean": 0.6476208506245216
+ },
+ {
+ "train_step": 6808,
+ "loss": 0.38827579786104466,
+ "clean_loss": 0.37947122604920913,
+ "noisy_loss_mean": 0.39121065513165654
+ },
+ {
+ "train_step": 6809,
+ "loss": 0.3346154552342256,
+ "clean_loss": 0.3374344596459372,
+ "noisy_loss_mean": 0.33367578709698836
+ },
+ {
+ "train_step": 6810,
+ "loss": 0.4876815626040981,
+ "clean_loss": 0.48573371227840095,
+ "noisy_loss_mean": 0.4883308460459972
+ },
+ {
+ "train_step": 6811,
+ "loss": 0.5981319187694296,
+ "clean_loss": 0.6041940749475132,
+ "noisy_loss_mean": 0.5961112000434018
+ },
+ {
+ "train_step": 6812,
+ "loss": 0.4391492818564151,
+ "clean_loss": 0.41762078951041226,
+ "noisy_loss_mean": 0.4463254459717494
+ },
+ {
+ "train_step": 6813,
+ "loss": 0.48024388988510824,
+ "clean_loss": 0.4890486953176061,
+ "noisy_loss_mean": 0.4773089547409422
+ },
+ {
+ "train_step": 6814,
+ "loss": 0.7047125493195665,
+ "clean_loss": 0.7117350194113881,
+ "noisy_loss_mean": 0.702371725955626
+ },
+ {
+ "train_step": 6815,
+ "loss": 0.5401962396284737,
+ "clean_loss": 0.5449912504932463,
+ "noisy_loss_mean": 0.5385979026735496
+ },
+ {
+ "train_step": 6816,
+ "loss": 0.5652432841826316,
+ "clean_loss": 0.5481175928771442,
+ "noisy_loss_mean": 0.5709518479511274
+ },
+ {
+ "train_step": 6817,
+ "loss": 0.4701972665338312,
+ "clean_loss": 0.4619541633916709,
+ "noisy_loss_mean": 0.47294496758121807
+ },
+ {
+ "train_step": 6818,
+ "loss": 0.639438579881752,
+ "clean_loss": 0.6362153556295322,
+ "noisy_loss_mean": 0.6405129879658253
+ },
+ {
+ "train_step": 6819,
+ "loss": 0.552107463037515,
+ "clean_loss": 0.5539907254919669,
+ "noisy_loss_mean": 0.551479708886031
+ },
+ {
+ "train_step": 6820,
+ "loss": 0.515143105638528,
+ "clean_loss": 0.4954329054352277,
+ "noisy_loss_mean": 0.5217131723729617
+ },
+ {
+ "train_step": 6821,
+ "loss": 0.4644306016496517,
+ "clean_loss": 0.46442999386392375,
+ "noisy_loss_mean": 0.46443080424489436
+ },
+ {
+ "train_step": 6822,
+ "loss": 0.5562712706087403,
+ "clean_loss": 0.54077058805781,
+ "noisy_loss_mean": 0.5614381647923837
+ },
+ {
+ "train_step": 6823,
+ "loss": 0.6755502576431307,
+ "clean_loss": 0.6735524646652252,
+ "noisy_loss_mean": 0.6762161886357658
+ },
+ {
+ "train_step": 6824,
+ "loss": 0.623282497187299,
+ "clean_loss": 0.6226157046799518,
+ "noisy_loss_mean": 0.6235047613564146
+ },
+ {
+ "train_step": 6825,
+ "loss": 0.6468633779574104,
+ "clean_loss": 0.6462358735125274,
+ "noisy_loss_mean": 0.6470725461057049
+ },
+ {
+ "train_step": 6826,
+ "loss": 0.6582062745452757,
+ "clean_loss": 0.6506883162420254,
+ "noisy_loss_mean": 0.660712260646359
+ },
+ {
+ "train_step": 6827,
+ "loss": 0.5721582994220973,
+ "clean_loss": 0.567417263464513,
+ "noisy_loss_mean": 0.5737386447412919
+ },
+ {
+ "train_step": 6828,
+ "loss": 0.6997707853726556,
+ "clean_loss": 0.6957056194441755,
+ "noisy_loss_mean": 0.7011258406821489
+ },
+ {
+ "train_step": 6829,
+ "loss": 0.5431090613975305,
+ "clean_loss": 0.5397454033577967,
+ "noisy_loss_mean": 0.5442302807441083
+ },
+ {
+ "train_step": 6830,
+ "loss": 0.8783631316567411,
+ "clean_loss": 0.8740097610801981,
+ "noisy_loss_mean": 0.8798142551822554
+ },
+ {
+ "train_step": 6831,
+ "loss": 0.6792234284348939,
+ "clean_loss": 0.6663976126904395,
+ "noisy_loss_mean": 0.6834987003497122
+ },
+ {
+ "train_step": 6832,
+ "loss": 0.6405674193206871,
+ "clean_loss": 0.6352341504939587,
+ "noisy_loss_mean": 0.6423451755962631
+ },
+ {
+ "train_step": 6833,
+ "loss": 0.5141649271438907,
+ "clean_loss": 0.5192829726912905,
+ "noisy_loss_mean": 0.5124589119614241
+ },
+ {
+ "train_step": 6834,
+ "loss": 0.6112550873822153,
+ "clean_loss": 0.6193968287370123,
+ "noisy_loss_mean": 0.608541173597283
+ },
+ {
+ "train_step": 6835,
+ "loss": 0.5389814057948007,
+ "clean_loss": 0.5284388892087509,
+ "noisy_loss_mean": 0.5424955779901506
+ },
+ {
+ "train_step": 6836,
+ "loss": 0.5563550343162535,
+ "clean_loss": 0.5544142641423326,
+ "noisy_loss_mean": 0.5570019577075604
+ },
+ {
+ "train_step": 6837,
+ "loss": 0.5180823814902293,
+ "clean_loss": 0.530058365349564,
+ "noisy_loss_mean": 0.514090386870451
+ },
+ {
+ "train_step": 6838,
+ "loss": 0.5166673233144753,
+ "clean_loss": 0.5220322185720462,
+ "noisy_loss_mean": 0.5148790248952849
+ },
+ {
+ "train_step": 6839,
+ "loss": 0.33295168973940126,
+ "clean_loss": 0.3414450114926613,
+ "noisy_loss_mean": 0.3301205824883145
+ },
+ {
+ "train_step": 6840,
+ "loss": 0.4557714161077213,
+ "clean_loss": 0.45054211621719353,
+ "noisy_loss_mean": 0.45751451607123056
+ },
+ {
+ "train_step": 6841,
+ "loss": 0.47868996391515944,
+ "clean_loss": 0.48128360837732687,
+ "noisy_loss_mean": 0.47782541576110366
+ },
+ {
+ "train_step": 6842,
+ "loss": 0.7161047185355582,
+ "clean_loss": 0.7204397617254528,
+ "noisy_loss_mean": 0.7146597041389265
+ },
+ {
+ "train_step": 6843,
+ "loss": 0.5697843959580418,
+ "clean_loss": 0.5660632060886172,
+ "noisy_loss_mean": 0.5710247925811832
+ },
+ {
+ "train_step": 6844,
+ "loss": 0.7315735238733215,
+ "clean_loss": 0.7285109519231702,
+ "noisy_loss_mean": 0.7325943811900387
+ },
+ {
+ "train_step": 6845,
+ "loss": 0.5083777198747579,
+ "clean_loss": 0.4953011611255152,
+ "noisy_loss_mean": 0.5127365727911722
+ },
+ {
+ "train_step": 6846,
+ "loss": 0.6902173674237266,
+ "clean_loss": 0.6869504275615529,
+ "noisy_loss_mean": 0.6913063473777846
+ },
+ {
+ "train_step": 6847,
+ "loss": 0.4750822806475542,
+ "clean_loss": 0.4758528283397604,
+ "noisy_loss_mean": 0.47482543141681877
+ },
+ {
+ "train_step": 6848,
+ "loss": 0.6210308958116183,
+ "clean_loss": 0.6224823821761652,
+ "noisy_loss_mean": 0.620547067023436
+ },
+ {
+ "train_step": 6849,
+ "loss": 0.5543559952520661,
+ "clean_loss": 0.5660868042655733,
+ "noisy_loss_mean": 0.550445725580897
+ },
+ {
+ "train_step": 6850,
+ "loss": 0.5817212994601499,
+ "clean_loss": 0.5729481894309811,
+ "noisy_loss_mean": 0.5846456694698728
+ },
+ {
+ "train_step": 6851,
+ "loss": 0.5932545158230237,
+ "clean_loss": 0.579782986365467,
+ "noisy_loss_mean": 0.5977450256422092
+ },
+ {
+ "train_step": 6852,
+ "loss": 0.41733969602295207,
+ "clean_loss": 0.4140004897605186,
+ "noisy_loss_mean": 0.41845276477709653
+ },
+ {
+ "train_step": 6853,
+ "loss": 0.3923529931004403,
+ "clean_loss": 0.3843185729749169,
+ "noisy_loss_mean": 0.3950311331422814
+ },
+ {
+ "train_step": 6854,
+ "loss": 0.5752770200160303,
+ "clean_loss": 0.5751607957763262,
+ "noisy_loss_mean": 0.5753157614292651
+ },
+ {
+ "train_step": 6855,
+ "loss": 0.45059385870021734,
+ "clean_loss": 0.4703114569243279,
+ "noisy_loss_mean": 0.4440213259588472
+ },
+ {
+ "train_step": 6856,
+ "loss": 0.48147807465722653,
+ "clean_loss": 0.48642906466103425,
+ "noisy_loss_mean": 0.4798277446559573
+ },
+ {
+ "train_step": 6857,
+ "loss": 0.4265989495556722,
+ "clean_loss": 0.4246116475287315,
+ "noisy_loss_mean": 0.4272613835646524
+ },
+ {
+ "train_step": 6858,
+ "loss": 0.6207358587648539,
+ "clean_loss": 0.6268965757465395,
+ "noisy_loss_mean": 0.6186822864376255
+ },
+ {
+ "train_step": 6859,
+ "loss": 0.7020268895769189,
+ "clean_loss": 0.7081855460604999,
+ "noisy_loss_mean": 0.699974004082392
+ },
+ {
+ "train_step": 6860,
+ "loss": 0.47948573645197445,
+ "clean_loss": 0.4740017430841278,
+ "noisy_loss_mean": 0.4813137342412566
+ },
+ {
+ "train_step": 6861,
+ "loss": 0.5470647391312711,
+ "clean_loss": 0.5350324404864604,
+ "noisy_loss_mean": 0.5510755053462081
+ },
+ {
+ "train_step": 6862,
+ "loss": 0.4298747219790935,
+ "clean_loss": 0.4273951328262564,
+ "noisy_loss_mean": 0.43070125169670587
+ },
+ {
+ "train_step": 6863,
+ "loss": 0.6576529031176013,
+ "clean_loss": 0.659590222356474,
+ "noisy_loss_mean": 0.6570071300379771
+ },
+ {
+ "train_step": 6864,
+ "loss": 0.5950490898315194,
+ "clean_loss": 0.5969078649856414,
+ "noisy_loss_mean": 0.5944294981134787
+ },
+ {
+ "train_step": 6865,
+ "loss": 0.5481227394261332,
+ "clean_loss": 0.5570798721238948,
+ "noisy_loss_mean": 0.5451370285268794
+ },
+ {
+ "train_step": 6866,
+ "loss": 0.5469603555281046,
+ "clean_loss": 0.5456128431631538,
+ "noisy_loss_mean": 0.5474095263164215
+ },
+ {
+ "train_step": 6867,
+ "loss": 0.6327495481486574,
+ "clean_loss": 0.6271745233574176,
+ "noisy_loss_mean": 0.6346078897457372
+ },
+ {
+ "train_step": 6868,
+ "loss": 0.573466647508267,
+ "clean_loss": 0.5609511776929237,
+ "noisy_loss_mean": 0.5776384707800482
+ },
+ {
+ "train_step": 6869,
+ "loss": 0.7772514826590559,
+ "clean_loss": 0.7842738691335859,
+ "noisy_loss_mean": 0.7749106871675457
+ },
+ {
+ "train_step": 6870,
+ "loss": 0.6206263234342847,
+ "clean_loss": 0.6206921034670256,
+ "noisy_loss_mean": 0.6206043967567044
+ },
+ {
+ "train_step": 6871,
+ "loss": 0.5377647385483905,
+ "clean_loss": 0.5344201919101722,
+ "noisy_loss_mean": 0.5388795874277966
+ },
+ {
+ "train_step": 6872,
+ "loss": 0.5584282082478297,
+ "clean_loss": 0.5592423113088124,
+ "noisy_loss_mean": 0.5581568405608355
+ },
+ {
+ "train_step": 6873,
+ "loss": 0.408218435858119,
+ "clean_loss": 0.3933410827346247,
+ "noisy_loss_mean": 0.4131775535659504
+ },
+ {
+ "train_step": 6874,
+ "loss": 0.7129622420511289,
+ "clean_loss": 0.7065562017026377,
+ "noisy_loss_mean": 0.7150975888339595
+ },
+ {
+ "train_step": 6875,
+ "loss": 0.46621246652372267,
+ "clean_loss": 0.4646544739712958,
+ "noisy_loss_mean": 0.4667317973745316
+ },
+ {
+ "train_step": 6876,
+ "loss": 0.6594649405639558,
+ "clean_loss": 0.6628819501330417,
+ "noisy_loss_mean": 0.6583259373742604
+ },
+ {
+ "train_step": 6877,
+ "loss": 0.30376856496677096,
+ "clean_loss": 0.311829408738864,
+ "noisy_loss_mean": 0.30108161704274
+ },
+ {
+ "train_step": 6878,
+ "loss": 0.5420278774254047,
+ "clean_loss": 0.5453886387173508,
+ "noisy_loss_mean": 0.5409076236614228
+ },
+ {
+ "train_step": 6879,
+ "loss": 0.6161266746823184,
+ "clean_loss": 0.6121937574308405,
+ "noisy_loss_mean": 0.6174376470994777
+ },
+ {
+ "train_step": 6880,
+ "loss": 0.5935761312021757,
+ "clean_loss": 0.6174602070152659,
+ "noisy_loss_mean": 0.5856147725978124
+ },
+ {
+ "train_step": 6881,
+ "loss": 0.6299985875515811,
+ "clean_loss": 0.6221788963411727,
+ "noisy_loss_mean": 0.6326051512883839
+ },
+ {
+ "train_step": 6882,
+ "loss": 0.6475383613270833,
+ "clean_loss": 0.6294841298352962,
+ "noisy_loss_mean": 0.6535564384910124
+ },
+ {
+ "train_step": 6883,
+ "loss": 0.46027251611916997,
+ "clean_loss": 0.4621905605728288,
+ "noisy_loss_mean": 0.45963316796795034
+ },
+ {
+ "train_step": 6884,
+ "loss": 0.6552578159447697,
+ "clean_loss": 0.6560627202526296,
+ "noisy_loss_mean": 0.6549895145088165
+ },
+ {
+ "train_step": 6885,
+ "loss": 0.630219573645435,
+ "clean_loss": 0.6262084209627822,
+ "noisy_loss_mean": 0.6315566245396527
+ },
+ {
+ "train_step": 6886,
+ "loss": 0.520656968922393,
+ "clean_loss": 0.5368294129326919,
+ "noisy_loss_mean": 0.5152661542522933
+ },
+ {
+ "train_step": 6887,
+ "loss": 0.5588034673616417,
+ "clean_loss": 0.556388250927849,
+ "noisy_loss_mean": 0.5596085395062391
+ },
+ {
+ "train_step": 6888,
+ "loss": 0.4693225519216394,
+ "clean_loss": 0.4583535840408142,
+ "noisy_loss_mean": 0.4729788745485812
+ },
+ {
+ "train_step": 6889,
+ "loss": 0.45933552451158555,
+ "clean_loss": 0.46135601546182636,
+ "noisy_loss_mean": 0.4586620275281719
+ },
+ {
+ "train_step": 6890,
+ "loss": 0.5098443163613282,
+ "clean_loss": 0.5207329428022145,
+ "noisy_loss_mean": 0.5062147742143662
+ },
+ {
+ "train_step": 6891,
+ "loss": 0.6089538255347318,
+ "clean_loss": 0.621970216581322,
+ "noisy_loss_mean": 0.6046150285192017
+ },
+ {
+ "train_step": 6892,
+ "loss": 0.663774114044836,
+ "clean_loss": 0.6674175011095261,
+ "noisy_loss_mean": 0.6625596516899392
+ },
+ {
+ "train_step": 6893,
+ "loss": 0.6735499099197637,
+ "clean_loss": 0.6796564879584454,
+ "noisy_loss_mean": 0.6715143839068697
+ },
+ {
+ "train_step": 6894,
+ "loss": 0.41396001461007886,
+ "clean_loss": 0.4092356363936853,
+ "noisy_loss_mean": 0.4155348073488767
+ },
+ {
+ "train_step": 6895,
+ "loss": 0.6339893665422791,
+ "clean_loss": 0.6385563579366369,
+ "noisy_loss_mean": 0.6324670360774932
+ },
+ {
+ "train_step": 6896,
+ "loss": 0.37654260077935986,
+ "clean_loss": 0.3790912267074923,
+ "noisy_loss_mean": 0.37569305880331566
+ },
+ {
+ "train_step": 6897,
+ "loss": 0.6827471289378736,
+ "clean_loss": 0.6936960179310419,
+ "noisy_loss_mean": 0.6790974992734841
+ },
+ {
+ "train_step": 6898,
+ "loss": 0.43897090413458023,
+ "clean_loss": 0.42294119561496685,
+ "noisy_loss_mean": 0.44431414030778466
+ },
+ {
+ "train_step": 6899,
+ "loss": 0.7464084245183084,
+ "clean_loss": 0.7507246703880261,
+ "noisy_loss_mean": 0.7449696758950691
+ },
+ {
+ "train_step": 6900,
+ "loss": 0.6190893274330495,
+ "clean_loss": 0.6169232167971399,
+ "noisy_loss_mean": 0.6198113643116859
+ },
+ {
+ "train_step": 6901,
+ "loss": 0.4660559753789948,
+ "clean_loss": 0.4615234690898402,
+ "noisy_loss_mean": 0.467566810808713
+ },
+ {
+ "train_step": 6902,
+ "loss": 0.4753249047596687,
+ "clean_loss": 0.47454396794665177,
+ "noisy_loss_mean": 0.4755852170306744
+ },
+ {
+ "train_step": 6903,
+ "loss": 0.7153106265558098,
+ "clean_loss": 0.7086834849805649,
+ "noisy_loss_mean": 0.7175196737475581
+ },
+ {
+ "train_step": 6904,
+ "loss": 0.6545120173584444,
+ "clean_loss": 0.665807587659678,
+ "noisy_loss_mean": 0.6507468272580332
+ },
+ {
+ "train_step": 6905,
+ "loss": 0.5273165200790372,
+ "clean_loss": 0.5190701215047901,
+ "noisy_loss_mean": 0.5300653196037862
+ },
+ {
+ "train_step": 6906,
+ "loss": 0.5063508966832097,
+ "clean_loss": 0.5022958807043524,
+ "noisy_loss_mean": 0.5077025686761621
+ },
+ {
+ "train_step": 6907,
+ "loss": 0.32918323967414453,
+ "clean_loss": 0.32449121125227914,
+ "noisy_loss_mean": 0.33074724914809966
+ },
+ {
+ "train_step": 6908,
+ "loss": 0.44856219946469605,
+ "clean_loss": 0.4404957743089188,
+ "noisy_loss_mean": 0.45125100784995514
+ },
+ {
+ "train_step": 6909,
+ "loss": 0.5338372474604769,
+ "clean_loss": 0.5450984610902257,
+ "noisy_loss_mean": 0.5300835095838938
+ },
+ {
+ "train_step": 6910,
+ "loss": 0.49622673429273634,
+ "clean_loss": 0.49225390754948417,
+ "noisy_loss_mean": 0.49755100987382045
+ },
+ {
+ "train_step": 6911,
+ "loss": 0.5537492661405468,
+ "clean_loss": 0.5623360175070357,
+ "noisy_loss_mean": 0.5508870156850505
+ },
+ {
+ "train_step": 6912,
+ "loss": 0.6312000134963283,
+ "clean_loss": 0.6288482810058462,
+ "noisy_loss_mean": 0.631983924326489
+ },
+ {
+ "train_step": 6913,
+ "loss": 0.3778931608433564,
+ "clean_loss": 0.373603735936228,
+ "noisy_loss_mean": 0.37932296914573255
+ },
+ {
+ "train_step": 6914,
+ "loss": 0.5654849822432938,
+ "clean_loss": 0.5739646873142912,
+ "noisy_loss_mean": 0.5626584138862946
+ },
+ {
+ "train_step": 6915,
+ "loss": 0.5656959302558895,
+ "clean_loss": 0.5679196443023072,
+ "noisy_loss_mean": 0.564954692240417
+ },
+ {
+ "train_step": 6916,
+ "loss": 0.6600910310746227,
+ "clean_loss": 0.6508024278810179,
+ "noisy_loss_mean": 0.6631872321391576
+ },
+ {
+ "train_step": 6917,
+ "loss": 0.4302003904525291,
+ "clean_loss": 0.43166813759412626,
+ "noisy_loss_mean": 0.4297111414053301
+ },
+ {
+ "train_step": 6918,
+ "loss": 0.5513486662079126,
+ "clean_loss": 0.5537794728454192,
+ "noisy_loss_mean": 0.5505383973287438
+ },
+ {
+ "train_step": 6919,
+ "loss": 0.5922257053102222,
+ "clean_loss": 0.6001102221664342,
+ "noisy_loss_mean": 0.5895975330248182
+ },
+ {
+ "train_step": 6920,
+ "loss": 0.6104155098761181,
+ "clean_loss": 0.6050614628890122,
+ "noisy_loss_mean": 0.6122001922051535
+ },
+ {
+ "train_step": 6921,
+ "loss": 0.3842336444396135,
+ "clean_loss": 0.38561742185329373,
+ "noisy_loss_mean": 0.3837723853017201
+ },
+ {
+ "train_step": 6922,
+ "loss": 0.6436592380750104,
+ "clean_loss": 0.661842540766307,
+ "noisy_loss_mean": 0.6375981371779116
+ },
+ {
+ "train_step": 6923,
+ "loss": 0.3670547117051225,
+ "clean_loss": 0.3677541617762901,
+ "noisy_loss_mean": 0.36682156168140007
+ },
+ {
+ "train_step": 6924,
+ "loss": 0.3704932723142208,
+ "clean_loss": 0.3674665780068698,
+ "noisy_loss_mean": 0.37150217041667116
+ },
+ {
+ "train_step": 6925,
+ "loss": 0.5220350395499838,
+ "clean_loss": 0.5219637389762115,
+ "noisy_loss_mean": 0.5220588064079079
+ },
+ {
+ "train_step": 6926,
+ "loss": 0.46265837649152164,
+ "clean_loss": 0.4574376952451339,
+ "noisy_loss_mean": 0.46439860357365087
+ },
+ {
+ "train_step": 6927,
+ "loss": 0.5233364277484699,
+ "clean_loss": 0.5236928095121125,
+ "noisy_loss_mean": 0.5232176338272557
+ },
+ {
+ "train_step": 6928,
+ "loss": 0.49782770731855197,
+ "clean_loss": 0.5004586951500261,
+ "noisy_loss_mean": 0.49695071137472735
+ },
+ {
+ "train_step": 6929,
+ "loss": 0.6952261018078487,
+ "clean_loss": 0.7026485782347486,
+ "noisy_loss_mean": 0.692751942998882
+ },
+ {
+ "train_step": 6930,
+ "loss": 0.4885818858777469,
+ "clean_loss": 0.4877387663542944,
+ "noisy_loss_mean": 0.48886292571889767
+ },
+ {
+ "train_step": 6931,
+ "loss": 0.6149379896945336,
+ "clean_loss": 0.6170362542921605,
+ "noisy_loss_mean": 0.6142385681619914
+ },
+ {
+ "train_step": 6932,
+ "loss": 0.7467206442276085,
+ "clean_loss": 0.7479366362637656,
+ "noisy_loss_mean": 0.7463153135488895
+ },
+ {
+ "train_step": 6933,
+ "loss": 0.5228089111865981,
+ "clean_loss": 0.49429577641547856,
+ "noisy_loss_mean": 0.5323132894436381
+ },
+ {
+ "train_step": 6934,
+ "loss": 0.6112845858089091,
+ "clean_loss": 0.6140503905438635,
+ "noisy_loss_mean": 0.6103626508972576
+ },
+ {
+ "train_step": 6935,
+ "loss": 0.5063178254040464,
+ "clean_loss": 0.4932226222094052,
+ "noisy_loss_mean": 0.5106828931355936
+ },
+ {
+ "train_step": 6936,
+ "loss": 0.39825940023756445,
+ "clean_loss": 0.39459451173763993,
+ "noisy_loss_mean": 0.3994810297375393
+ },
+ {
+ "train_step": 6937,
+ "loss": 0.5761354714277465,
+ "clean_loss": 0.5667499975689818,
+ "noisy_loss_mean": 0.5792639627140014
+ },
+ {
+ "train_step": 6938,
+ "loss": 0.8037271121370324,
+ "clean_loss": 0.7906815857115931,
+ "noisy_loss_mean": 0.8080756209455123
+ },
+ {
+ "train_step": 6939,
+ "loss": 0.5073654226004439,
+ "clean_loss": 0.5091116947024809,
+ "noisy_loss_mean": 0.506783331899765
+ },
+ {
+ "train_step": 6940,
+ "loss": 0.6610962959306474,
+ "clean_loss": 0.6536880025602064,
+ "noisy_loss_mean": 0.6635657270541278
+ },
+ {
+ "train_step": 6941,
+ "loss": 0.538728984427653,
+ "clean_loss": 0.5426031425486578,
+ "noisy_loss_mean": 0.5374375983873181
+ },
+ {
+ "train_step": 6942,
+ "loss": 0.7018445242017719,
+ "clean_loss": 0.6955676235910146,
+ "noisy_loss_mean": 0.7039368244053579
+ },
+ {
+ "train_step": 6943,
+ "loss": 0.6122767762800403,
+ "clean_loss": 0.5856754555568098,
+ "noisy_loss_mean": 0.6211438831877838
+ },
+ {
+ "train_step": 6944,
+ "loss": 0.7069075744975989,
+ "clean_loss": 0.6808895500459226,
+ "noisy_loss_mean": 0.7155802493148243
+ },
+ {
+ "train_step": 6945,
+ "loss": 0.7043488075923587,
+ "clean_loss": 0.7026608500279257,
+ "noisy_loss_mean": 0.7049114601138363
+ },
+ {
+ "train_step": 6946,
+ "loss": 0.4580646391499916,
+ "clean_loss": 0.4552560848889449,
+ "noisy_loss_mean": 0.4590008239036738
+ },
+ {
+ "train_step": 6947,
+ "loss": 0.7104550429724189,
+ "clean_loss": 0.7123041114119811,
+ "noisy_loss_mean": 0.7098386868258982
+ },
+ {
+ "train_step": 6948,
+ "loss": 0.6679403388414958,
+ "clean_loss": 0.6631566321826193,
+ "noisy_loss_mean": 0.669534907727788
+ },
+ {
+ "train_step": 6949,
+ "loss": 0.6199590723357775,
+ "clean_loss": 0.6391678962824144,
+ "noisy_loss_mean": 0.6135561310202319
+ },
+ {
+ "train_step": 6950,
+ "loss": 0.5007451407306907,
+ "clean_loss": 0.4920144663811519,
+ "noisy_loss_mean": 0.5036553655138704
+ },
+ {
+ "train_step": 6951,
+ "loss": 0.6554404106365443,
+ "clean_loss": 0.6604567558354872,
+ "noisy_loss_mean": 0.6537682955702301
+ },
+ {
+ "train_step": 6952,
+ "loss": 0.6051786411345134,
+ "clean_loss": 0.6110677801266358,
+ "noisy_loss_mean": 0.6032155948038059
+ },
+ {
+ "train_step": 6953,
+ "loss": 0.5293265825444539,
+ "clean_loss": 0.5297232025768638,
+ "noisy_loss_mean": 0.5291943758669838
+ },
+ {
+ "train_step": 6954,
+ "loss": 0.3737862087305708,
+ "clean_loss": 0.3671512188135375,
+ "noisy_loss_mean": 0.3759978720362485
+ },
+ {
+ "train_step": 6955,
+ "loss": 0.4488034525227968,
+ "clean_loss": 0.45476243203210626,
+ "noisy_loss_mean": 0.4468171260196936
+ },
+ {
+ "train_step": 6956,
+ "loss": 0.526812006141627,
+ "clean_loss": 0.5335152095348279,
+ "noisy_loss_mean": 0.52457760501056
+ },
+ {
+ "train_step": 6957,
+ "loss": 0.7108365529651857,
+ "clean_loss": 0.7076733965208926,
+ "noisy_loss_mean": 0.7118909384466168
+ },
+ {
+ "train_step": 6958,
+ "loss": 0.7295226680937965,
+ "clean_loss": 0.7378735221663519,
+ "noisy_loss_mean": 0.7267390500696114
+ },
+ {
+ "train_step": 6959,
+ "loss": 0.6525600124262485,
+ "clean_loss": 0.6608342627966245,
+ "noisy_loss_mean": 0.6498019289694564
+ },
+ {
+ "train_step": 6960,
+ "loss": 0.5372211939017133,
+ "clean_loss": 0.5419086945097716,
+ "noisy_loss_mean": 0.5356586936990272
+ },
+ {
+ "train_step": 6961,
+ "loss": 0.6902538566010141,
+ "clean_loss": 0.6760254154026444,
+ "noisy_loss_mean": 0.6949966703338041
+ },
+ {
+ "train_step": 6962,
+ "loss": 0.56400021448476,
+ "clean_loss": 0.5533231056112963,
+ "noisy_loss_mean": 0.5675592507759145
+ },
+ {
+ "train_step": 6963,
+ "loss": 0.6541440382312774,
+ "clean_loss": 0.664207973474362,
+ "noisy_loss_mean": 0.6507893931502493
+ },
+ {
+ "train_step": 6964,
+ "loss": 0.466905294072399,
+ "clean_loss": 0.4622192469656406,
+ "noisy_loss_mean": 0.46846730977465184
+ },
+ {
+ "train_step": 6965,
+ "loss": 0.6917972064509008,
+ "clean_loss": 0.7025480767062163,
+ "noisy_loss_mean": 0.6882135830324622
+ },
+ {
+ "train_step": 6966,
+ "loss": 0.6460775741379097,
+ "clean_loss": 0.6569674086485775,
+ "noisy_loss_mean": 0.6424476293010203
+ },
+ {
+ "train_step": 6967,
+ "loss": 0.6083718065885724,
+ "clean_loss": 0.6140948673123969,
+ "noisy_loss_mean": 0.606464119680631
+ },
+ {
+ "train_step": 6968,
+ "loss": 0.45415971015551926,
+ "clean_loss": 0.4509906332123503,
+ "noisy_loss_mean": 0.4552160691365756
+ },
+ {
+ "train_step": 6969,
+ "loss": 0.47070441439013705,
+ "clean_loss": 0.45652910545904235,
+ "noisy_loss_mean": 0.4754295173671686
+ },
+ {
+ "train_step": 6970,
+ "loss": 0.5244813011428875,
+ "clean_loss": 0.5353450471375759,
+ "noisy_loss_mean": 0.5208600524779915
+ },
+ {
+ "train_step": 6971,
+ "loss": 0.6530735378056715,
+ "clean_loss": 0.6471615535686313,
+ "noisy_loss_mean": 0.6550441992180182
+ },
+ {
+ "train_step": 6972,
+ "loss": 0.6229420801025978,
+ "clean_loss": 0.6267475348135688,
+ "noisy_loss_mean": 0.6216735951989406
+ },
+ {
+ "train_step": 6973,
+ "loss": 0.6751502354767696,
+ "clean_loss": 0.667037682949101,
+ "noisy_loss_mean": 0.6778544196526589
+ },
+ {
+ "train_step": 6974,
+ "loss": 0.5698270790784423,
+ "clean_loss": 0.5731320401849423,
+ "noisy_loss_mean": 0.5687254253762757
+ },
+ {
+ "train_step": 6975,
+ "loss": 0.7222110509786899,
+ "clean_loss": 0.7333539845363326,
+ "noisy_loss_mean": 0.7184967397928089
+ },
+ {
+ "train_step": 6976,
+ "loss": 0.424491802224346,
+ "clean_loss": 0.4251828146139565,
+ "noisy_loss_mean": 0.42426146476114246
+ },
+ {
+ "train_step": 6977,
+ "loss": 0.6928164698779538,
+ "clean_loss": 0.696010243197237,
+ "noisy_loss_mean": 0.6917518787715261
+ },
+ {
+ "train_step": 6978,
+ "loss": 0.40415242856158956,
+ "clean_loss": 0.39808551660599123,
+ "noisy_loss_mean": 0.40617473254678904
+ },
+ {
+ "train_step": 6979,
+ "loss": 0.3233518206232245,
+ "clean_loss": 0.3186101420014227,
+ "noisy_loss_mean": 0.3249323801638251
+ },
+ {
+ "train_step": 6980,
+ "loss": 0.7189555506722929,
+ "clean_loss": 0.7249272559895092,
+ "noisy_loss_mean": 0.7169649822332206
+ },
+ {
+ "train_step": 6981,
+ "loss": 0.5774388810002234,
+ "clean_loss": 0.5663868002187886,
+ "noisy_loss_mean": 0.5811229079273684
+ },
+ {
+ "train_step": 6982,
+ "loss": 0.6867486016034428,
+ "clean_loss": 0.6974354330714193,
+ "noisy_loss_mean": 0.6831863244474506
+ },
+ {
+ "train_step": 6983,
+ "loss": 0.42568919745564926,
+ "clean_loss": 0.4202291573511869,
+ "noisy_loss_mean": 0.42750921082380344
+ },
+ {
+ "train_step": 6984,
+ "loss": 0.6144437924880615,
+ "clean_loss": 0.6057726679799655,
+ "noisy_loss_mean": 0.6173341673240934
+ },
+ {
+ "train_step": 6985,
+ "loss": 0.6078068307395752,
+ "clean_loss": 0.6014020908691463,
+ "noisy_loss_mean": 0.6099417440297182
+ },
+ {
+ "train_step": 6986,
+ "loss": 0.335614362730005,
+ "clean_loss": 0.34531941903673513,
+ "noisy_loss_mean": 0.332379343961095
+ },
+ {
+ "train_step": 6987,
+ "loss": 0.6707213888056422,
+ "clean_loss": 0.6774907234994275,
+ "noisy_loss_mean": 0.6684649439077139
+ },
+ {
+ "train_step": 6988,
+ "loss": 0.6149530176108365,
+ "clean_loss": 0.6140553632554983,
+ "noisy_loss_mean": 0.6152522357292827
+ },
+ {
+ "train_step": 6989,
+ "loss": 0.38906391157648346,
+ "clean_loss": 0.38359373721135925,
+ "noisy_loss_mean": 0.3908873030315249
+ },
+ {
+ "train_step": 6990,
+ "loss": 0.746607840587939,
+ "clean_loss": 0.7442041018935776,
+ "noisy_loss_mean": 0.7474090868193928
+ },
+ {
+ "train_step": 6991,
+ "loss": 0.5963490714923062,
+ "clean_loss": 0.5969060727229497,
+ "noisy_loss_mean": 0.596163404415425
+ },
+ {
+ "train_step": 6992,
+ "loss": 0.35768120871093556,
+ "clean_loss": 0.36216665044073004,
+ "noisy_loss_mean": 0.3561860614676708
+ },
+ {
+ "train_step": 6993,
+ "loss": 0.584664841356981,
+ "clean_loss": 0.5978687439243332,
+ "noisy_loss_mean": 0.580263540501197
+ },
+ {
+ "train_step": 6994,
+ "loss": 0.6566103519399971,
+ "clean_loss": 0.6552496052058381,
+ "noisy_loss_mean": 0.6570639341847166
+ },
+ {
+ "train_step": 6995,
+ "loss": 0.6944594671249893,
+ "clean_loss": 0.6827377738265688,
+ "noisy_loss_mean": 0.6983666982244628
+ },
+ {
+ "train_step": 6996,
+ "loss": 0.5478182200101949,
+ "clean_loss": 0.5439386167088676,
+ "noisy_loss_mean": 0.5491114211106373
+ },
+ {
+ "train_step": 6997,
+ "loss": 0.4485623923174442,
+ "clean_loss": 0.444616653910174,
+ "noisy_loss_mean": 0.4498776384532009
+ },
+ {
+ "train_step": 6998,
+ "loss": 0.6020919657399288,
+ "clean_loss": 0.605351946642859,
+ "noisy_loss_mean": 0.6010053054389521
+ },
+ {
+ "train_step": 6999,
+ "loss": 0.8053940999234274,
+ "clean_loss": 0.8033251020914858,
+ "noisy_loss_mean": 0.8060837658674078
+ },
+ {
+ "train_step": 7000,
+ "loss": 0.6872045754841603,
+ "clean_loss": 0.6886812429781082,
+ "noisy_loss_mean": 0.6867123529861777
+ },
+ {
+ "train_step": 7001,
+ "loss": 0.5385847653990747,
+ "clean_loss": 0.5356569758941523,
+ "noisy_loss_mean": 0.5395606952340489
+ },
+ {
+ "train_step": 7002,
+ "loss": 0.39283959538750524,
+ "clean_loss": 0.3966781006785867,
+ "noisy_loss_mean": 0.39156009362381144
+ },
+ {
+ "train_step": 7003,
+ "loss": 0.6900080357585091,
+ "clean_loss": 0.7021868675586104,
+ "noisy_loss_mean": 0.6859484251584753
+ },
+ {
+ "train_step": 7004,
+ "loss": 0.5714901869437409,
+ "clean_loss": 0.5756720646747936,
+ "noisy_loss_mean": 0.5700962277000566
+ },
+ {
+ "train_step": 7005,
+ "loss": 0.4569939397271382,
+ "clean_loss": 0.4550323440954713,
+ "noisy_loss_mean": 0.4576478049376938
+ },
+ {
+ "train_step": 7006,
+ "loss": 0.6065078889665296,
+ "clean_loss": 0.613121244959038,
+ "noisy_loss_mean": 0.6043034369690269
+ },
+ {
+ "train_step": 7007,
+ "loss": 0.9077475555528318,
+ "clean_loss": 0.9098270690040959,
+ "noisy_loss_mean": 0.9070543844024105
+ },
+ {
+ "train_step": 7008,
+ "loss": 0.7834073684881039,
+ "clean_loss": 0.7779659068471163,
+ "noisy_loss_mean": 0.7852211890350996
+ },
+ {
+ "train_step": 7009,
+ "loss": 0.6580446785460365,
+ "clean_loss": 0.6591632469891349,
+ "noisy_loss_mean": 0.6576718223983371
+ },
+ {
+ "train_step": 7010,
+ "loss": 0.3808027793427057,
+ "clean_loss": 0.38431173178152417,
+ "noisy_loss_mean": 0.3796331285297662
+ },
+ {
+ "train_step": 7011,
+ "loss": 0.7641855707143308,
+ "clean_loss": 0.7684017035195161,
+ "noisy_loss_mean": 0.7627801931126023
+ },
+ {
+ "train_step": 7012,
+ "loss": 0.8470856234509853,
+ "clean_loss": 0.816684737741947,
+ "noisy_loss_mean": 0.8572192520206646
+ },
+ {
+ "train_step": 7013,
+ "loss": 0.5896627414116239,
+ "clean_loss": 0.5807598171967894,
+ "noisy_loss_mean": 0.5926303828165688
+ },
+ {
+ "train_step": 7014,
+ "loss": 0.37013399204848274,
+ "clean_loss": 0.36431214435733317,
+ "noisy_loss_mean": 0.3720746079455326
+ },
+ {
+ "train_step": 7015,
+ "loss": 0.7778149361850933,
+ "clean_loss": 0.7824379366365098,
+ "noisy_loss_mean": 0.7762739360346211
+ },
+ {
+ "train_step": 7016,
+ "loss": 0.49645199210758006,
+ "clean_loss": 0.49340322867037656,
+ "noisy_loss_mean": 0.49746824658664796
+ },
+ {
+ "train_step": 7017,
+ "loss": 0.5423306746141009,
+ "clean_loss": 0.5452705821009411,
+ "noisy_loss_mean": 0.5413507054518208
+ },
+ {
+ "train_step": 7018,
+ "loss": 0.3974494043091041,
+ "clean_loss": 0.3994913268244028,
+ "noisy_loss_mean": 0.3967687634706712
+ },
+ {
+ "train_step": 7019,
+ "loss": 0.48394637263782947,
+ "clean_loss": 0.4712619348780976,
+ "noisy_loss_mean": 0.48817451855774013
+ },
+ {
+ "train_step": 7020,
+ "loss": 0.5244868498807442,
+ "clean_loss": 0.5220684740829432,
+ "noisy_loss_mean": 0.5252929751466778
+ },
+ {
+ "train_step": 7021,
+ "loss": 0.44850847225728585,
+ "clean_loss": 0.4516644300965041,
+ "noisy_loss_mean": 0.4474564863108797
+ },
+ {
+ "train_step": 7022,
+ "loss": 0.6841887581489954,
+ "clean_loss": 0.6912120797232147,
+ "noisy_loss_mean": 0.6818476509575889
+ },
+ {
+ "train_step": 7023,
+ "loss": 0.4860130639007928,
+ "clean_loss": 0.4942093955647274,
+ "noisy_loss_mean": 0.48328095334614796
+ },
+ {
+ "train_step": 7024,
+ "loss": 0.565721779183711,
+ "clean_loss": 0.568674445913685,
+ "noisy_loss_mean": 0.5647375569403864
+ },
+ {
+ "train_step": 7025,
+ "loss": 0.5687799529692754,
+ "clean_loss": 0.5737508991884563,
+ "noisy_loss_mean": 0.5671229708962152
+ },
+ {
+ "train_step": 7026,
+ "loss": 0.3643498310953552,
+ "clean_loss": 0.3640317798747697,
+ "noisy_loss_mean": 0.3644558481688836
+ },
+ {
+ "train_step": 7027,
+ "loss": 0.5298680599045369,
+ "clean_loss": 0.5383360111692281,
+ "noisy_loss_mean": 0.5270454094829732
+ },
+ {
+ "train_step": 7028,
+ "loss": 0.5969427949704542,
+ "clean_loss": 0.602752822415146,
+ "noisy_loss_mean": 0.595006119155557
+ },
+ {
+ "train_step": 7029,
+ "loss": 0.5631156329667589,
+ "clean_loss": 0.5600944894735458,
+ "noisy_loss_mean": 0.56412268079783
+ },
+ {
+ "train_step": 7030,
+ "loss": 0.6904222644696626,
+ "clean_loss": 0.6981902797449946,
+ "noisy_loss_mean": 0.6878329260445519
+ },
+ {
+ "train_step": 7031,
+ "loss": 0.45825095011100225,
+ "clean_loss": 0.44516992953918877,
+ "noisy_loss_mean": 0.4626112903016068
+ },
+ {
+ "train_step": 7032,
+ "loss": 0.5431447563745206,
+ "clean_loss": 0.5461514478600187,
+ "noisy_loss_mean": 0.5421425258793546
+ },
+ {
+ "train_step": 7033,
+ "loss": 0.5881221477820459,
+ "clean_loss": 0.5971917513025111,
+ "noisy_loss_mean": 0.5850989466085575
+ },
+ {
+ "train_step": 7034,
+ "loss": 0.5146447520260541,
+ "clean_loss": 0.514787471110364,
+ "noisy_loss_mean": 0.5145971789979508
+ },
+ {
+ "train_step": 7035,
+ "loss": 0.6457158928289043,
+ "clean_loss": 0.6474006352053301,
+ "noisy_loss_mean": 0.6451543120367624
+ },
+ {
+ "train_step": 7036,
+ "loss": 0.6246617180705198,
+ "clean_loss": 0.6187681562075783,
+ "noisy_loss_mean": 0.6266262386915004
+ },
+ {
+ "train_step": 7037,
+ "loss": 0.6248287223520905,
+ "clean_loss": 0.6141000086288391,
+ "noisy_loss_mean": 0.6284049602598412
+ },
+ {
+ "train_step": 7038,
+ "loss": 0.6759681444812111,
+ "clean_loss": 0.667381787515791,
+ "noisy_loss_mean": 0.6788302634696844
+ },
+ {
+ "train_step": 7039,
+ "loss": 0.5033816823521218,
+ "clean_loss": 0.5067871092682089,
+ "noisy_loss_mean": 0.5022465400467594
+ },
+ {
+ "train_step": 7040,
+ "loss": 0.8089319027067878,
+ "clean_loss": 0.7988447868934532,
+ "noisy_loss_mean": 0.8122942746445659
+ },
+ {
+ "train_step": 7041,
+ "loss": 0.5752504433222,
+ "clean_loss": 0.5797660309976713,
+ "noisy_loss_mean": 0.5737452474303762
+ },
+ {
+ "train_step": 7042,
+ "loss": 0.4447611340261645,
+ "clean_loss": 0.43218559752735847,
+ "noisy_loss_mean": 0.4489529795257665
+ },
+ {
+ "train_step": 7043,
+ "loss": 0.4761252612030703,
+ "clean_loss": 0.4907714093613828,
+ "noisy_loss_mean": 0.4712432118169661
+ },
+ {
+ "train_step": 7044,
+ "loss": 0.5291088278802605,
+ "clean_loss": 0.5342404421252048,
+ "noisy_loss_mean": 0.5273982897986123
+ },
+ {
+ "train_step": 7045,
+ "loss": 0.5837688386062283,
+ "clean_loss": 0.5849679690956422,
+ "noisy_loss_mean": 0.5833691284430904
+ },
+ {
+ "train_step": 7046,
+ "loss": 0.6128552273992318,
+ "clean_loss": 0.6211242498769867,
+ "noisy_loss_mean": 0.6100988865733136
+ },
+ {
+ "train_step": 7047,
+ "loss": 0.503280700388184,
+ "clean_loss": 0.4959403856446643,
+ "noisy_loss_mean": 0.5057274719693571
+ },
+ {
+ "train_step": 7048,
+ "loss": 0.4212909076791292,
+ "clean_loss": 0.4146690572631181,
+ "noisy_loss_mean": 0.42349819115113285
+ },
+ {
+ "train_step": 7049,
+ "loss": 0.41237438205654264,
+ "clean_loss": 0.4141847937376519,
+ "noisy_loss_mean": 0.41177091149617295
+ },
+ {
+ "train_step": 7050,
+ "loss": 0.49544748847776954,
+ "clean_loss": 0.5064693010737559,
+ "noisy_loss_mean": 0.4917735509457741
+ },
+ {
+ "train_step": 7051,
+ "loss": 0.4944433894337992,
+ "clean_loss": 0.5017034094525871,
+ "noisy_loss_mean": 0.49202338276086993
+ },
+ {
+ "train_step": 7052,
+ "loss": 0.6859887047346355,
+ "clean_loss": 0.6748686746700023,
+ "noisy_loss_mean": 0.6896953814228465
+ },
+ {
+ "train_step": 7053,
+ "loss": 0.7030530406119113,
+ "clean_loss": 0.7138168633626538,
+ "noisy_loss_mean": 0.6994650996949973
+ },
+ {
+ "train_step": 7054,
+ "loss": 0.8375437467271043,
+ "clean_loss": 0.8462817904527291,
+ "noisy_loss_mean": 0.8346310654852293
+ },
+ {
+ "train_step": 7055,
+ "loss": 0.5671089785349998,
+ "clean_loss": 0.5561039896665596,
+ "noisy_loss_mean": 0.5707773081578131
+ },
+ {
+ "train_step": 7056,
+ "loss": 0.6153576944571161,
+ "clean_loss": 0.6138146334396679,
+ "noisy_loss_mean": 0.6158720481295988
+ },
+ {
+ "train_step": 7057,
+ "loss": 0.5691850102414131,
+ "clean_loss": 0.5758021229288648,
+ "noisy_loss_mean": 0.5669793060122627
+ },
+ {
+ "train_step": 7058,
+ "loss": 0.6941348352341521,
+ "clean_loss": 0.667301673216656,
+ "noisy_loss_mean": 0.7030792225733175
+ },
+ {
+ "train_step": 7059,
+ "loss": 0.43930693994871023,
+ "clean_loss": 0.4255318690081651,
+ "noisy_loss_mean": 0.44389863026222526
+ },
+ {
+ "train_step": 7060,
+ "loss": 0.5172135766870608,
+ "clean_loss": 0.5144229366209698,
+ "noisy_loss_mean": 0.5181437900424245
+ },
+ {
+ "train_step": 7061,
+ "loss": 0.6304493313207846,
+ "clean_loss": 0.6339859513897023,
+ "noisy_loss_mean": 0.6292704579644788
+ },
+ {
+ "train_step": 7062,
+ "loss": 0.5297357473293743,
+ "clean_loss": 0.4995729624177972,
+ "noisy_loss_mean": 0.5397900089665667
+ },
+ {
+ "train_step": 7063,
+ "loss": 0.3584164142619325,
+ "clean_loss": 0.3691667292807842,
+ "noisy_loss_mean": 0.3548329759223153
+ },
+ {
+ "train_step": 7064,
+ "loss": 0.4672942347845458,
+ "clean_loss": 0.4648572574621879,
+ "noisy_loss_mean": 0.4681065605586651
+ },
+ {
+ "train_step": 7065,
+ "loss": 0.4122730910402771,
+ "clean_loss": 0.39971691970635315,
+ "noisy_loss_mean": 0.4164584814849184
+ },
+ {
+ "train_step": 7066,
+ "loss": 0.6086473031446782,
+ "clean_loss": 0.6216219206741875,
+ "noisy_loss_mean": 0.6043224306348417
+ },
+ {
+ "train_step": 7067,
+ "loss": 0.8333688140526501,
+ "clean_loss": 0.8345405699490938,
+ "noisy_loss_mean": 0.8329782287538355
+ },
+ {
+ "train_step": 7068,
+ "loss": 0.6914650852183076,
+ "clean_loss": 0.688847433777409,
+ "noisy_loss_mean": 0.6923376356986073
+ },
+ {
+ "train_step": 7069,
+ "loss": 0.8323476472227596,
+ "clean_loss": 0.8319829909319445,
+ "noisy_loss_mean": 0.8324691993196979
+ },
+ {
+ "train_step": 7070,
+ "loss": 0.6720115777228239,
+ "clean_loss": 0.6702357761971642,
+ "noisy_loss_mean": 0.6726035115647107
+ },
+ {
+ "train_step": 7071,
+ "loss": 0.5112532640927898,
+ "clean_loss": 0.5121492764443023,
+ "noisy_loss_mean": 0.5109545933089522
+ },
+ {
+ "train_step": 7072,
+ "loss": 0.7230213924963977,
+ "clean_loss": 0.7299205238966143,
+ "noisy_loss_mean": 0.720721682029659
+ },
+ {
+ "train_step": 7073,
+ "loss": 0.6921129293625177,
+ "clean_loss": 0.6552091499018186,
+ "noisy_loss_mean": 0.7044141891827507
+ },
+ {
+ "train_step": 7074,
+ "loss": 0.5508938382299251,
+ "clean_loss": 0.5487821291737051,
+ "noisy_loss_mean": 0.5515977412486651
+ },
+ {
+ "train_step": 7075,
+ "loss": 0.6053592427246176,
+ "clean_loss": 0.6114863886083655,
+ "noisy_loss_mean": 0.6033168607633683
+ },
+ {
+ "train_step": 7076,
+ "loss": 0.5024810365183712,
+ "clean_loss": 0.5102233114871795,
+ "noisy_loss_mean": 0.4999002781954351
+ },
+ {
+ "train_step": 7077,
+ "loss": 0.6358014609244004,
+ "clean_loss": 0.6480979475956901,
+ "noisy_loss_mean": 0.6317026320339704
+ },
+ {
+ "train_step": 7078,
+ "loss": 0.6153414690237414,
+ "clean_loss": 0.6199971607773833,
+ "noisy_loss_mean": 0.6137895717725275
+ },
+ {
+ "train_step": 7079,
+ "loss": 0.5191774740164542,
+ "clean_loss": 0.5125018616850877,
+ "noisy_loss_mean": 0.5214026781269098
+ },
+ {
+ "train_step": 7080,
+ "loss": 0.7021528824807559,
+ "clean_loss": 0.7087995883697625,
+ "noisy_loss_mean": 0.6999373138510872
+ },
+ {
+ "train_step": 7081,
+ "loss": 0.5537977052747463,
+ "clean_loss": 0.5432981291226132,
+ "noisy_loss_mean": 0.5572975639921238
+ },
+ {
+ "train_step": 7082,
+ "loss": 0.6409488326338696,
+ "clean_loss": 0.6431627657148505,
+ "noisy_loss_mean": 0.6402108549402094
+ },
+ {
+ "train_step": 7083,
+ "loss": 0.5483780700448821,
+ "clean_loss": 0.550774344016914,
+ "noisy_loss_mean": 0.5475793120542048
+ },
+ {
+ "train_step": 7084,
+ "loss": 0.40165683587849665,
+ "clean_loss": 0.4130270575504217,
+ "noisy_loss_mean": 0.3978667619878549
+ },
+ {
+ "train_step": 7085,
+ "loss": 0.48144561046624307,
+ "clean_loss": 0.48427116458083497,
+ "noisy_loss_mean": 0.4805037590947125
+ },
+ {
+ "train_step": 7086,
+ "loss": 0.5382739526973718,
+ "clean_loss": 0.536549367558119,
+ "noisy_loss_mean": 0.5388488144104561
+ },
+ {
+ "train_step": 7087,
+ "loss": 0.6685865649113525,
+ "clean_loss": 0.6528046002417467,
+ "noisy_loss_mean": 0.6738472198012211
+ },
+ {
+ "train_step": 7088,
+ "loss": 0.3953590783629806,
+ "clean_loss": 0.38802352900532927,
+ "noisy_loss_mean": 0.3978042614821977
+ },
+ {
+ "train_step": 7089,
+ "loss": 0.9185956590255064,
+ "clean_loss": 0.9355915408637326,
+ "noisy_loss_mean": 0.9129303650794313
+ },
+ {
+ "train_step": 7090,
+ "loss": 0.6472057654648552,
+ "clean_loss": 0.6419187763122782,
+ "noisy_loss_mean": 0.648968095182381
+ },
+ {
+ "train_step": 7091,
+ "loss": 0.5576747024305899,
+ "clean_loss": 0.5571094879052609,
+ "noisy_loss_mean": 0.5578631072723663
+ },
+ {
+ "train_step": 7092,
+ "loss": 0.3992322729129477,
+ "clean_loss": 0.40006709597079415,
+ "noisy_loss_mean": 0.39895399856033226
+ },
+ {
+ "train_step": 7093,
+ "loss": 0.5879680085801812,
+ "clean_loss": 0.580336679384659,
+ "noisy_loss_mean": 0.5905117849786886
+ },
+ {
+ "train_step": 7094,
+ "loss": 0.5875137788419652,
+ "clean_loss": 0.5807777039671238,
+ "noisy_loss_mean": 0.5897591371335791
+ },
+ {
+ "train_step": 7095,
+ "loss": 0.5283134488972218,
+ "clean_loss": 0.51106834854656,
+ "noisy_loss_mean": 0.5340618156807756
+ },
+ {
+ "train_step": 7096,
+ "loss": 0.5398904083069691,
+ "clean_loss": 0.5315428402303551,
+ "noisy_loss_mean": 0.5426729309991737
+ },
+ {
+ "train_step": 7097,
+ "loss": 0.6385302299838466,
+ "clean_loss": 0.6456721200506064,
+ "noisy_loss_mean": 0.6361495999615934
+ },
+ {
+ "train_step": 7098,
+ "loss": 0.5466113212434562,
+ "clean_loss": 0.5490756858571386,
+ "noisy_loss_mean": 0.5457898663722288
+ },
+ {
+ "train_step": 7099,
+ "loss": 0.5859647304183879,
+ "clean_loss": 0.5806650542495793,
+ "noisy_loss_mean": 0.5877312891413243
+ },
+ {
+ "train_step": 7100,
+ "loss": 0.627989564885511,
+ "clean_loss": 0.6260796991193542,
+ "noisy_loss_mean": 0.6286261868075632
+ },
+ {
+ "train_step": 7101,
+ "loss": 0.6794758094146844,
+ "clean_loss": 0.6837258921831733,
+ "noisy_loss_mean": 0.6780591151585215
+ },
+ {
+ "train_step": 7102,
+ "loss": 0.42293821949772237,
+ "clean_loss": 0.41982963826980474,
+ "noisy_loss_mean": 0.4239744132403616
+ },
+ {
+ "train_step": 7103,
+ "loss": 0.46072640769378764,
+ "clean_loss": 0.47061181701648247,
+ "noisy_loss_mean": 0.45743127125288935
+ },
+ {
+ "train_step": 7104,
+ "loss": 0.4967988358075374,
+ "clean_loss": 0.49254281653456744,
+ "noisy_loss_mean": 0.49821750889852745
+ },
+ {
+ "train_step": 7105,
+ "loss": 0.2524701533250741,
+ "clean_loss": 0.25038655644235697,
+ "noisy_loss_mean": 0.2531646856193132
+ },
+ {
+ "train_step": 7106,
+ "loss": 0.38566366967613364,
+ "clean_loss": 0.39981137581551845,
+ "noisy_loss_mean": 0.38094776762967203
+ },
+ {
+ "train_step": 7107,
+ "loss": 0.6639289195751741,
+ "clean_loss": 0.6665723799142464,
+ "noisy_loss_mean": 0.6630477661288166
+ },
+ {
+ "train_step": 7108,
+ "loss": 0.5706600810434197,
+ "clean_loss": 0.5614107526990688,
+ "noisy_loss_mean": 0.5737431904915365
+ },
+ {
+ "train_step": 7109,
+ "loss": 0.7580802776828861,
+ "clean_loss": 0.7567490615624598,
+ "noisy_loss_mean": 0.758524016389695
+ },
+ {
+ "train_step": 7110,
+ "loss": 0.6236123207749397,
+ "clean_loss": 0.6380653401922854,
+ "noisy_loss_mean": 0.6187946476358244
+ },
+ {
+ "train_step": 7111,
+ "loss": 0.45618469552113106,
+ "clean_loss": 0.4620174106024574,
+ "noisy_loss_mean": 0.4542404571606889
+ },
+ {
+ "train_step": 7112,
+ "loss": 0.6422881725004979,
+ "clean_loss": 0.641853499116599,
+ "noisy_loss_mean": 0.6424330636284642
+ },
+ {
+ "train_step": 7113,
+ "loss": 0.6013438128984124,
+ "clean_loss": 0.5994693078578244,
+ "noisy_loss_mean": 0.6019686479119418
+ },
+ {
+ "train_step": 7114,
+ "loss": 0.7979752770778556,
+ "clean_loss": 0.7903192522266437,
+ "noisy_loss_mean": 0.8005272853615931
+ },
+ {
+ "train_step": 7115,
+ "loss": 0.5144179953584627,
+ "clean_loss": 0.4876528997199652,
+ "noisy_loss_mean": 0.5233396939046284
+ },
+ {
+ "train_step": 7116,
+ "loss": 0.5335445226080948,
+ "clean_loss": 0.5346525381927942,
+ "noisy_loss_mean": 0.5331751840798616
+ },
+ {
+ "train_step": 7117,
+ "loss": 0.5329990272701526,
+ "clean_loss": 0.5440637078434386,
+ "noisy_loss_mean": 0.5293108004123904
+ },
+ {
+ "train_step": 7118,
+ "loss": 0.4737484702025001,
+ "clean_loss": 0.47822308585818457,
+ "noisy_loss_mean": 0.4722569316506053
+ },
+ {
+ "train_step": 7119,
+ "loss": 0.5106899489953494,
+ "clean_loss": 0.5128350955969078,
+ "noisy_loss_mean": 0.5099749001281632
+ },
+ {
+ "train_step": 7120,
+ "loss": 0.5478502292256403,
+ "clean_loss": 0.5421781088151993,
+ "noisy_loss_mean": 0.5497409360291207
+ },
+ {
+ "train_step": 7121,
+ "loss": 0.5669962817610498,
+ "clean_loss": 0.5624724633796867,
+ "noisy_loss_mean": 0.5685042212215041
+ },
+ {
+ "train_step": 7122,
+ "loss": 0.3920142811418434,
+ "clean_loss": 0.3924166681910424,
+ "noisy_loss_mean": 0.39188015212544375
+ },
+ {
+ "train_step": 7123,
+ "loss": 0.431980639919876,
+ "clean_loss": 0.4277398505268422,
+ "noisy_loss_mean": 0.43339423638422064
+ },
+ {
+ "train_step": 7124,
+ "loss": 0.37975073418842586,
+ "clean_loss": 0.38650320225998347,
+ "noisy_loss_mean": 0.3774999114979067
+ },
+ {
+ "train_step": 7125,
+ "loss": 0.3833706350168962,
+ "clean_loss": 0.380207300608928,
+ "noisy_loss_mean": 0.3844250798195523
+ },
+ {
+ "train_step": 7126,
+ "loss": 0.6281863844323055,
+ "clean_loss": 0.6266554786004833,
+ "noisy_loss_mean": 0.6286966863762461
+ },
+ {
+ "train_step": 7127,
+ "loss": 0.42805128017104793,
+ "clean_loss": 0.43006005776544937,
+ "noisy_loss_mean": 0.4273816876395807
+ },
+ {
+ "train_step": 7128,
+ "loss": 0.5632971715647341,
+ "clean_loss": 0.5664268136070515,
+ "noisy_loss_mean": 0.5622539575506283
+ },
+ {
+ "train_step": 7129,
+ "loss": 0.5717473322297737,
+ "clean_loss": 0.5775523427735912,
+ "noisy_loss_mean": 0.5698123287151678
+ },
+ {
+ "train_step": 7130,
+ "loss": 0.4006974775332154,
+ "clean_loss": 0.416952493546945,
+ "noisy_loss_mean": 0.39527913886197213
+ },
+ {
+ "train_step": 7131,
+ "loss": 0.570910556140129,
+ "clean_loss": 0.5656928771156446,
+ "noisy_loss_mean": 0.5726497824816237
+ },
+ {
+ "train_step": 7132,
+ "loss": 0.5239535730543738,
+ "clean_loss": 0.5259179514018127,
+ "noisy_loss_mean": 0.5232987802718942
+ },
+ {
+ "train_step": 7133,
+ "loss": 0.5693581592522894,
+ "clean_loss": 0.5682776110585053,
+ "noisy_loss_mean": 0.5697183419835506
+ },
+ {
+ "train_step": 7134,
+ "loss": 0.5790281827511206,
+ "clean_loss": 0.5805995750016831,
+ "noisy_loss_mean": 0.5785043853342664
+ },
+ {
+ "train_step": 7135,
+ "loss": 0.5435051436510754,
+ "clean_loss": 0.5410724340054385,
+ "noisy_loss_mean": 0.5443160468662877
+ },
+ {
+ "train_step": 7136,
+ "loss": 0.5560308847191071,
+ "clean_loss": 0.5561749168563409,
+ "noisy_loss_mean": 0.5559828740066958
+ },
+ {
+ "train_step": 7137,
+ "loss": 0.41700354281503027,
+ "clean_loss": 0.4073817074986825,
+ "noisy_loss_mean": 0.42021082125381276
+ },
+ {
+ "train_step": 7138,
+ "loss": 0.5388137892847473,
+ "clean_loss": 0.5443770196226414,
+ "noisy_loss_mean": 0.536959379172116
+ },
+ {
+ "train_step": 7139,
+ "loss": 0.6141957824324675,
+ "clean_loss": 0.6165972396186506,
+ "noisy_loss_mean": 0.6133952967037398
+ },
+ {
+ "train_step": 7140,
+ "loss": 0.6022236473410354,
+ "clean_loss": 0.5783555889274714,
+ "noisy_loss_mean": 0.6101796668122234
+ },
+ {
+ "train_step": 7141,
+ "loss": 0.3942854197720164,
+ "clean_loss": 0.3952579549509081,
+ "noisy_loss_mean": 0.3939612413790526
+ },
+ {
+ "train_step": 7142,
+ "loss": 0.6524824430670109,
+ "clean_loss": 0.6562039050760656,
+ "noisy_loss_mean": 0.6512419557306592
+ },
+ {
+ "train_step": 7143,
+ "loss": 0.7362840337857399,
+ "clean_loss": 0.7329067034485345,
+ "noisy_loss_mean": 0.7374098105648083
+ },
+ {
+ "train_step": 7144,
+ "loss": 0.4728276914912815,
+ "clean_loss": 0.4654348963832907,
+ "noisy_loss_mean": 0.4752919565272784
+ },
+ {
+ "train_step": 7145,
+ "loss": 0.43975837891217895,
+ "clean_loss": 0.4334065097206809,
+ "noisy_loss_mean": 0.44187566864267835
+ },
+ {
+ "train_step": 7146,
+ "loss": 0.7214561875993801,
+ "clean_loss": 0.7084034851876699,
+ "noisy_loss_mean": 0.7258070884032836
+ },
+ {
+ "train_step": 7147,
+ "loss": 0.5956618110389498,
+ "clean_loss": 0.5923246815508246,
+ "noisy_loss_mean": 0.5967741875349913
+ },
+ {
+ "train_step": 7148,
+ "loss": 0.5297541863911748,
+ "clean_loss": 0.5269634686972615,
+ "noisy_loss_mean": 0.5306844256224792
+ },
+ {
+ "train_step": 7149,
+ "loss": 0.7291886444914399,
+ "clean_loss": 0.7314395878345725,
+ "noisy_loss_mean": 0.7284383300437293
+ },
+ {
+ "train_step": 7150,
+ "loss": 0.46509973586849546,
+ "clean_loss": 0.4586579577524694,
+ "noisy_loss_mean": 0.4672469952405041
+ },
+ {
+ "train_step": 7151,
+ "loss": 0.49586266612379687,
+ "clean_loss": 0.47075713740132896,
+ "noisy_loss_mean": 0.5042311756979528
+ },
+ {
+ "train_step": 7152,
+ "loss": 0.5201738967725064,
+ "clean_loss": 0.538764189971633,
+ "noisy_loss_mean": 0.5139771323727976
+ },
+ {
+ "train_step": 7153,
+ "loss": 0.6324176450374996,
+ "clean_loss": 0.6369195382148984,
+ "noisy_loss_mean": 0.6309170139783666
+ },
+ {
+ "train_step": 7154,
+ "loss": 0.7395040354087462,
+ "clean_loss": 0.7343840862985864,
+ "noisy_loss_mean": 0.7412106851121328
+ },
+ {
+ "train_step": 7155,
+ "loss": 0.7148304902961793,
+ "clean_loss": 0.7207426480879137,
+ "noisy_loss_mean": 0.7128597710322678
+ },
+ {
+ "train_step": 7156,
+ "loss": 0.3922716060295704,
+ "clean_loss": 0.39838102885314003,
+ "noisy_loss_mean": 0.3902351317550472
+ },
+ {
+ "train_step": 7157,
+ "loss": 0.5935170488756887,
+ "clean_loss": 0.5988171661072212,
+ "noisy_loss_mean": 0.5917503431318444
+ },
+ {
+ "train_step": 7158,
+ "loss": 0.38714125314757075,
+ "clean_loss": 0.39400946968438455,
+ "noisy_loss_mean": 0.3848518476352995
+ },
+ {
+ "train_step": 7159,
+ "loss": 0.64260593216213,
+ "clean_loss": 0.6674644181506073,
+ "noisy_loss_mean": 0.634319770165971
+ },
+ {
+ "train_step": 7160,
+ "loss": 0.6413945560702157,
+ "clean_loss": 0.6269551885408194,
+ "noisy_loss_mean": 0.6462076785800145
+ },
+ {
+ "train_step": 7161,
+ "loss": 0.6553730255105443,
+ "clean_loss": 0.6541255989410403,
+ "noisy_loss_mean": 0.6557888343670458
+ },
+ {
+ "train_step": 7162,
+ "loss": 0.36023561140388594,
+ "clean_loss": 0.364225387470879,
+ "noisy_loss_mean": 0.3589056860482216
+ },
+ {
+ "train_step": 7163,
+ "loss": 0.6289056879516561,
+ "clean_loss": 0.6537659042306699,
+ "noisy_loss_mean": 0.6206189491919848
+ },
+ {
+ "train_step": 7164,
+ "loss": 0.5586701818324691,
+ "clean_loss": 0.5556008648889426,
+ "noisy_loss_mean": 0.5596932874803112
+ },
+ {
+ "train_step": 7165,
+ "loss": 0.5821169574662268,
+ "clean_loss": 0.5683786985306726,
+ "noisy_loss_mean": 0.5866963771114116
+ },
+ {
+ "train_step": 7166,
+ "loss": 0.5836182700849688,
+ "clean_loss": 0.582202449248998,
+ "noisy_loss_mean": 0.5840902103636257
+ },
+ {
+ "train_step": 7167,
+ "loss": 0.3952240309719785,
+ "clean_loss": 0.40448320120547654,
+ "noisy_loss_mean": 0.3921376408941459
+ },
+ {
+ "train_step": 7168,
+ "loss": 0.6107715769779727,
+ "clean_loss": 0.6137219034805992,
+ "noisy_loss_mean": 0.6097881348104305
+ },
+ {
+ "train_step": 7169,
+ "loss": 0.5107918579518211,
+ "clean_loss": 0.5182336672498897,
+ "noisy_loss_mean": 0.508311254852465
+ },
+ {
+ "train_step": 7170,
+ "loss": 0.5153118415683651,
+ "clean_loss": 0.5172748605974076,
+ "noisy_loss_mean": 0.5146575018920175
+ },
+ {
+ "train_step": 7171,
+ "loss": 0.6007989846259981,
+ "clean_loss": 0.5908247195993612,
+ "noisy_loss_mean": 0.6041237396348771
+ },
+ {
+ "train_step": 7172,
+ "loss": 0.4674441382272254,
+ "clean_loss": 0.4673761688529686,
+ "noisy_loss_mean": 0.467466794685311
+ },
+ {
+ "train_step": 7173,
+ "loss": 0.35221484175908846,
+ "clean_loss": 0.34739722465337736,
+ "noisy_loss_mean": 0.3538207141276588
+ },
+ {
+ "train_step": 7174,
+ "loss": 0.6381345512129368,
+ "clean_loss": 0.6278155402294561,
+ "noisy_loss_mean": 0.6415742215407637
+ },
+ {
+ "train_step": 7175,
+ "loss": 0.6637604841844795,
+ "clean_loss": 0.6630230244508124,
+ "noisy_loss_mean": 0.6640063040957019
+ },
+ {
+ "train_step": 7176,
+ "loss": 0.7089312055198713,
+ "clean_loss": 0.7030951516825611,
+ "noisy_loss_mean": 0.7108765567989747
+ },
+ {
+ "train_step": 7177,
+ "loss": 0.5682519520792044,
+ "clean_loss": 0.5633285099590846,
+ "noisy_loss_mean": 0.5698930994525778
+ },
+ {
+ "train_step": 7178,
+ "loss": 0.718252980190357,
+ "clean_loss": 0.7285142571133819,
+ "noisy_loss_mean": 0.7148325545493487
+ },
+ {
+ "train_step": 7179,
+ "loss": 0.6241681586767591,
+ "clean_loss": 0.6245372195924828,
+ "noisy_loss_mean": 0.624045138371518
+ },
+ {
+ "train_step": 7180,
+ "loss": 0.41315149566836695,
+ "clean_loss": 0.4127645373224702,
+ "noisy_loss_mean": 0.4132804817836658
+ },
+ {
+ "train_step": 7181,
+ "loss": 0.4884309632018573,
+ "clean_loss": 0.4902026162520482,
+ "noisy_loss_mean": 0.48784041218512697
+ },
+ {
+ "train_step": 7182,
+ "loss": 0.49565153785886,
+ "clean_loss": 0.49035925754931586,
+ "noisy_loss_mean": 0.49741563129537464
+ },
+ {
+ "train_step": 7183,
+ "loss": 0.489691530582688,
+ "clean_loss": 0.48632610831110124,
+ "noisy_loss_mean": 0.49081333800655025
+ },
+ {
+ "train_step": 7184,
+ "loss": 0.6502025707975407,
+ "clean_loss": 0.6476680976539813,
+ "noisy_loss_mean": 0.6510473951787273
+ },
+ {
+ "train_step": 7185,
+ "loss": 0.6217029629763624,
+ "clean_loss": 0.623278548528647,
+ "noisy_loss_mean": 0.6211777677922675
+ },
+ {
+ "train_step": 7186,
+ "loss": 0.6528880512479389,
+ "clean_loss": 0.6464974450999152,
+ "noisy_loss_mean": 0.6550182532972801
+ },
+ {
+ "train_step": 7187,
+ "loss": 0.5303682259005047,
+ "clean_loss": 0.5288180556876545,
+ "noisy_loss_mean": 0.5308849493047881
+ },
+ {
+ "train_step": 7188,
+ "loss": 0.5069923363962074,
+ "clean_loss": 0.48939066812898474,
+ "noisy_loss_mean": 0.5128595591519483
+ },
+ {
+ "train_step": 7189,
+ "loss": 1.0456816472821522,
+ "clean_loss": 1.0362090172519764,
+ "noisy_loss_mean": 1.048839190625544
+ },
+ {
+ "train_step": 7190,
+ "loss": 0.47757300361321287,
+ "clean_loss": 0.4887806949601712,
+ "noisy_loss_mean": 0.47383710649756
+ },
+ {
+ "train_step": 7191,
+ "loss": 0.6112059323488933,
+ "clean_loss": 0.6046179295530639,
+ "noisy_loss_mean": 0.6134019332808365
+ },
+ {
+ "train_step": 7192,
+ "loss": 0.6698136658716902,
+ "clean_loss": 0.6626039858795355,
+ "noisy_loss_mean": 0.6722168925357418
+ },
+ {
+ "train_step": 7193,
+ "loss": 0.5422003051607753,
+ "clean_loss": 0.557676925482486,
+ "noisy_loss_mean": 0.5370414317202049
+ },
+ {
+ "train_step": 7194,
+ "loss": 0.7014106256334875,
+ "clean_loss": 0.6943849790139337,
+ "noisy_loss_mean": 0.7037525078400054
+ },
+ {
+ "train_step": 7195,
+ "loss": 0.5930847387397842,
+ "clean_loss": 0.5864564485017667,
+ "noisy_loss_mean": 0.5952941688191234
+ },
+ {
+ "train_step": 7196,
+ "loss": 0.6656467557142474,
+ "clean_loss": 0.6824942743927358,
+ "noisy_loss_mean": 0.6600309161547512
+ },
+ {
+ "train_step": 7197,
+ "loss": 0.5762618357341925,
+ "clean_loss": 0.5723645015885643,
+ "noisy_loss_mean": 0.5775609471160686
+ },
+ {
+ "train_step": 7198,
+ "loss": 0.7272759953850187,
+ "clean_loss": 0.7095207912769914,
+ "noisy_loss_mean": 0.7331943967543612
+ },
+ {
+ "train_step": 7199,
+ "loss": 0.5126775098068669,
+ "clean_loss": 0.5027405896701168,
+ "noisy_loss_mean": 0.5159898165191169
+ },
+ {
+ "train_step": 7200,
+ "loss": 0.5727150063630826,
+ "clean_loss": 0.5720546969947674,
+ "noisy_loss_mean": 0.5729351094858544
+ },
+ {
+ "train_step": 7201,
+ "loss": 0.4934829287691478,
+ "clean_loss": 0.4898833885713279,
+ "noisy_loss_mean": 0.49468277550175443
+ },
+ {
+ "train_step": 7202,
+ "loss": 0.5961261855460964,
+ "clean_loss": 0.5828753202038801,
+ "noisy_loss_mean": 0.6005431406601685
+ },
+ {
+ "train_step": 7203,
+ "loss": 0.680501404734304,
+ "clean_loss": 0.6633264826761727,
+ "noisy_loss_mean": 0.686226378753681
+ },
+ {
+ "train_step": 7204,
+ "loss": 0.47588838489633,
+ "clean_loss": 0.48562715345830554,
+ "noisy_loss_mean": 0.4726421287090048
+ },
+ {
+ "train_step": 7205,
+ "loss": 0.5545244161869148,
+ "clean_loss": 0.5746301367479281,
+ "noisy_loss_mean": 0.5478225093332437
+ },
+ {
+ "train_step": 7206,
+ "loss": 0.6388656177617003,
+ "clean_loss": 0.6243052508077718,
+ "noisy_loss_mean": 0.6437190734130097
+ },
+ {
+ "train_step": 7207,
+ "loss": 0.5268791252957279,
+ "clean_loss": 0.5200376439832182,
+ "noisy_loss_mean": 0.5291596190665644
+ },
+ {
+ "train_step": 7208,
+ "loss": 0.8357599127765435,
+ "clean_loss": 0.8459882107744015,
+ "noisy_loss_mean": 0.8323504801105909
+ },
+ {
+ "train_step": 7209,
+ "loss": 0.4946082055887114,
+ "clean_loss": 0.49179936413684694,
+ "noisy_loss_mean": 0.49554448607266616
+ },
+ {
+ "train_step": 7210,
+ "loss": 0.40386370523827875,
+ "clean_loss": 0.4054955567715843,
+ "noisy_loss_mean": 0.4033197547271769
+ },
+ {
+ "train_step": 7211,
+ "loss": 0.4581027558570975,
+ "clean_loss": 0.450236683687464,
+ "noisy_loss_mean": 0.46072477991364197
+ },
+ {
+ "train_step": 7212,
+ "loss": 0.5095049548192955,
+ "clean_loss": 0.5046609746780422,
+ "noisy_loss_mean": 0.5111196148663799
+ },
+ {
+ "train_step": 7213,
+ "loss": 0.4308056981546698,
+ "clean_loss": 0.4428515622023827,
+ "noisy_loss_mean": 0.42679041013876545
+ },
+ {
+ "train_step": 7214,
+ "loss": 0.638583161983187,
+ "clean_loss": 0.6538875649543587,
+ "noisy_loss_mean": 0.6334816943261298
+ },
+ {
+ "train_step": 7215,
+ "loss": 0.6921139231370974,
+ "clean_loss": 0.696375034165907,
+ "noisy_loss_mean": 0.690693552794161
+ },
+ {
+ "train_step": 7216,
+ "loss": 0.4087112931811907,
+ "clean_loss": 0.40112791844401663,
+ "noisy_loss_mean": 0.41123908476024873
+ },
+ {
+ "train_step": 7217,
+ "loss": 0.6162751668114985,
+ "clean_loss": 0.6306079410839228,
+ "noisy_loss_mean": 0.6114975753873569
+ },
+ {
+ "train_step": 7218,
+ "loss": 0.3659722709736939,
+ "clean_loss": 0.3499517376981697,
+ "noisy_loss_mean": 0.371312448732202
+ },
+ {
+ "train_step": 7219,
+ "loss": 0.6036727043371959,
+ "clean_loss": 0.6084049650521143,
+ "noisy_loss_mean": 0.6020952840988897
+ },
+ {
+ "train_step": 7220,
+ "loss": 0.7136286619240628,
+ "clean_loss": 0.6838110417928986,
+ "noisy_loss_mean": 0.723567868634451
+ },
+ {
+ "train_step": 7221,
+ "loss": 0.3769267051928359,
+ "clean_loss": 0.37860366852710536,
+ "noisy_loss_mean": 0.376367717414746
+ },
+ {
+ "train_step": 7222,
+ "loss": 0.6903523787231939,
+ "clean_loss": 0.6856933654839098,
+ "noisy_loss_mean": 0.6919053831362886
+ },
+ {
+ "train_step": 7223,
+ "loss": 0.556034207201476,
+ "clean_loss": 0.5726956867428163,
+ "noisy_loss_mean": 0.5504803806876959
+ },
+ {
+ "train_step": 7224,
+ "loss": 0.5234284568587011,
+ "clean_loss": 0.4935391190569015,
+ "noisy_loss_mean": 0.533391569459301
+ },
+ {
+ "train_step": 7225,
+ "loss": 0.697614704559008,
+ "clean_loss": 0.6866073194498827,
+ "noisy_loss_mean": 0.7012838329287164
+ },
+ {
+ "train_step": 7226,
+ "loss": 0.6338320566180766,
+ "clean_loss": 0.6384479088093031,
+ "noisy_loss_mean": 0.6322934392210011
+ },
+ {
+ "train_step": 7227,
+ "loss": 0.3952327561282003,
+ "clean_loss": 0.39448822485191154,
+ "noisy_loss_mean": 0.3954809332202966
+ },
+ {
+ "train_step": 7228,
+ "loss": 0.6005053708009029,
+ "clean_loss": 0.6130988957053567,
+ "noisy_loss_mean": 0.596307529166085
+ },
+ {
+ "train_step": 7229,
+ "loss": 0.7789206219228071,
+ "clean_loss": 0.774618785283024,
+ "noisy_loss_mean": 0.7803545674694016
+ },
+ {
+ "train_step": 7230,
+ "loss": 0.5642121047512908,
+ "clean_loss": 0.5645114728759824,
+ "noisy_loss_mean": 0.5641123153763936
+ },
+ {
+ "train_step": 7231,
+ "loss": 0.4425972956322701,
+ "clean_loss": 0.450126071283154,
+ "noisy_loss_mean": 0.44008770374864215
+ },
+ {
+ "train_step": 7232,
+ "loss": 0.5717994340665029,
+ "clean_loss": 0.5730560400095336,
+ "noisy_loss_mean": 0.5713805654188261
+ },
+ {
+ "train_step": 7233,
+ "loss": 0.5123490978798249,
+ "clean_loss": 0.5051831776470268,
+ "noisy_loss_mean": 0.5147377379574243
+ },
+ {
+ "train_step": 7234,
+ "loss": 0.484081687907707,
+ "clean_loss": 0.48594233339139953,
+ "noisy_loss_mean": 0.48346147274647616
+ },
+ {
+ "train_step": 7235,
+ "loss": 0.6745387091974395,
+ "clean_loss": 0.6642896999676265,
+ "noisy_loss_mean": 0.6779550456073772
+ },
+ {
+ "train_step": 7236,
+ "loss": 0.6103758290134358,
+ "clean_loss": 0.6040213538491165,
+ "noisy_loss_mean": 0.6124939874015423
+ },
+ {
+ "train_step": 7237,
+ "loss": 0.667596705209381,
+ "clean_loss": 0.6655472565241244,
+ "noisy_loss_mean": 0.668279854771133
+ },
+ {
+ "train_step": 7238,
+ "loss": 0.4665163382551175,
+ "clean_loss": 0.46266870430425816,
+ "noisy_loss_mean": 0.4677988829054039
+ },
+ {
+ "train_step": 7239,
+ "loss": 0.6396985198080474,
+ "clean_loss": 0.6276736263504503,
+ "noisy_loss_mean": 0.6437068176272464
+ },
+ {
+ "train_step": 7240,
+ "loss": 0.6154352179593002,
+ "clean_loss": 0.6268804026450538,
+ "noisy_loss_mean": 0.6116201563973823
+ },
+ {
+ "train_step": 7241,
+ "loss": 0.6902693845762662,
+ "clean_loss": 0.7091653451145343,
+ "noisy_loss_mean": 0.68397073106351
+ },
+ {
+ "train_step": 7242,
+ "loss": 0.34368049540219564,
+ "clean_loss": 0.3383925541938133,
+ "noisy_loss_mean": 0.3454431424716564
+ },
+ {
+ "train_step": 7243,
+ "loss": 0.46025653350390333,
+ "clean_loss": 0.4613491758573968,
+ "noisy_loss_mean": 0.45989231938607217
+ },
+ {
+ "train_step": 7244,
+ "loss": 0.6269819912553332,
+ "clean_loss": 0.6157840722858938,
+ "noisy_loss_mean": 0.6307146309118129
+ },
+ {
+ "train_step": 7245,
+ "loss": 0.4212969702728211,
+ "clean_loss": 0.4216503299583692,
+ "noisy_loss_mean": 0.42117918371097174
+ },
+ {
+ "train_step": 7246,
+ "loss": 0.6009174370974468,
+ "clean_loss": 0.6039478385610677,
+ "noisy_loss_mean": 0.59990730327624
+ },
+ {
+ "train_step": 7247,
+ "loss": 0.49875295551391846,
+ "clean_loss": 0.4810567177248151,
+ "noisy_loss_mean": 0.5046517014436196
+ },
+ {
+ "train_step": 7248,
+ "loss": 0.46516558631053895,
+ "clean_loss": 0.4598086200183084,
+ "noisy_loss_mean": 0.4669512417412825
+ },
+ {
+ "train_step": 7249,
+ "loss": 0.4356873228768005,
+ "clean_loss": 0.43881988141366673,
+ "noisy_loss_mean": 0.43464313669784516
+ },
+ {
+ "train_step": 7250,
+ "loss": 0.5999085351473266,
+ "clean_loss": 0.596858594857081,
+ "noisy_loss_mean": 0.6009251819107417
+ },
+ {
+ "train_step": 7251,
+ "loss": 0.516732555348334,
+ "clean_loss": 0.5120002252863619,
+ "noisy_loss_mean": 0.5183099987023246
+ },
+ {
+ "train_step": 7252,
+ "loss": 0.5263213607137058,
+ "clean_loss": 0.5283713783376962,
+ "noisy_loss_mean": 0.525638021505709
+ },
+ {
+ "train_step": 7253,
+ "loss": 0.6237234248022262,
+ "clean_loss": 0.635706186637348,
+ "noisy_loss_mean": 0.6197291708571856
+ },
+ {
+ "train_step": 7254,
+ "loss": 0.4966058124860384,
+ "clean_loss": 0.4861746878665664,
+ "noisy_loss_mean": 0.5000828540258624
+ },
+ {
+ "train_step": 7255,
+ "loss": 0.3993016440516827,
+ "clean_loss": 0.39618345842988895,
+ "noisy_loss_mean": 0.40034103925894726
+ },
+ {
+ "train_step": 7256,
+ "loss": 0.456480833876312,
+ "clean_loss": 0.4627760431356082,
+ "noisy_loss_mean": 0.4543824307898799
+ },
+ {
+ "train_step": 7257,
+ "loss": 0.6984604107023367,
+ "clean_loss": 0.7055552892775321,
+ "noisy_loss_mean": 0.6960954511772716
+ },
+ {
+ "train_step": 7258,
+ "loss": 0.6392801306950349,
+ "clean_loss": 0.6488554868736175,
+ "noisy_loss_mean": 0.636088345302174
+ },
+ {
+ "train_step": 7259,
+ "loss": 0.4585414014884738,
+ "clean_loss": 0.44374049255142367,
+ "noisy_loss_mean": 0.46347503780082383
+ },
+ {
+ "train_step": 7260,
+ "loss": 0.7372979135178723,
+ "clean_loss": 0.7239530230403526,
+ "noisy_loss_mean": 0.7417462103437122
+ },
+ {
+ "train_step": 7261,
+ "loss": 0.4744063726958797,
+ "clean_loss": 0.47784766161474085,
+ "noisy_loss_mean": 0.4732592763895927
+ },
+ {
+ "train_step": 7262,
+ "loss": 0.4766357427208817,
+ "clean_loss": 0.48536922722324677,
+ "noisy_loss_mean": 0.47372458122009337
+ },
+ {
+ "train_step": 7263,
+ "loss": 0.49828323952104475,
+ "clean_loss": 0.4940936444905268,
+ "noisy_loss_mean": 0.49967977119788404
+ },
+ {
+ "train_step": 7264,
+ "loss": 0.5074006262012605,
+ "clean_loss": 0.5102740599847444,
+ "noisy_loss_mean": 0.5064428149400991
+ },
+ {
+ "train_step": 7265,
+ "loss": 0.5282132497152814,
+ "clean_loss": 0.5229891211148961,
+ "noisy_loss_mean": 0.5299546259154099
+ },
+ {
+ "train_step": 7266,
+ "loss": 0.48336416565055706,
+ "clean_loss": 0.4819871350398258,
+ "noisy_loss_mean": 0.4838231758541341
+ },
+ {
+ "train_step": 7267,
+ "loss": 0.3218508069133994,
+ "clean_loss": 0.33907281191699573,
+ "noisy_loss_mean": 0.3161101385788672
+ },
+ {
+ "train_step": 7268,
+ "loss": 0.6761386038442392,
+ "clean_loss": 0.674505314647852,
+ "noisy_loss_mean": 0.6766830335763682
+ },
+ {
+ "train_step": 7269,
+ "loss": 0.4401171350525096,
+ "clean_loss": 0.4380281621453376,
+ "noisy_loss_mean": 0.4408134593549003
+ },
+ {
+ "train_step": 7270,
+ "loss": 0.675987231560828,
+ "clean_loss": 0.6830373650675732,
+ "noisy_loss_mean": 0.6736371870585796
+ },
+ {
+ "train_step": 7271,
+ "loss": 0.6387661262204978,
+ "clean_loss": 0.6342806406967222,
+ "noisy_loss_mean": 0.6402612880617563
+ },
+ {
+ "train_step": 7272,
+ "loss": 0.5030296469940048,
+ "clean_loss": 0.5002492867805389,
+ "noisy_loss_mean": 0.5039564337318266
+ },
+ {
+ "train_step": 7273,
+ "loss": 0.600822819986429,
+ "clean_loss": 0.615368823609717,
+ "noisy_loss_mean": 0.5959741521119996
+ },
+ {
+ "train_step": 7274,
+ "loss": 0.555783264202769,
+ "clean_loss": 0.5625973587009048,
+ "noisy_loss_mean": 0.5535118993700571
+ },
+ {
+ "train_step": 7275,
+ "loss": 0.5021885769087067,
+ "clean_loss": 0.4809430018686794,
+ "noisy_loss_mean": 0.5092704352553825
+ },
+ {
+ "train_step": 7276,
+ "loss": 0.7454459475457673,
+ "clean_loss": 0.7382537251723824,
+ "noisy_loss_mean": 0.7478433550035625
+ },
+ {
+ "train_step": 7277,
+ "loss": 0.49779907123491496,
+ "clean_loss": 0.49281594010829566,
+ "noisy_loss_mean": 0.499460114943788
+ },
+ {
+ "train_step": 7278,
+ "loss": 0.4713369055006503,
+ "clean_loss": 0.47570314155370524,
+ "noisy_loss_mean": 0.4698814934829654
+ },
+ {
+ "train_step": 7279,
+ "loss": 0.7092702721890999,
+ "clean_loss": 0.7098998857826802,
+ "noisy_loss_mean": 0.7090604009912398
+ },
+ {
+ "train_step": 7280,
+ "loss": 0.6318678676154397,
+ "clean_loss": 0.6255410468836148,
+ "noisy_loss_mean": 0.6339768078593814
+ },
+ {
+ "train_step": 7281,
+ "loss": 0.4782345193898858,
+ "clean_loss": 0.4775355566173719,
+ "noisy_loss_mean": 0.47846750698072377
+ },
+ {
+ "train_step": 7282,
+ "loss": 0.550092126657236,
+ "clean_loss": 0.5573010661718139,
+ "noisy_loss_mean": 0.5476891468190433
+ },
+ {
+ "train_step": 7283,
+ "loss": 0.5688722243589215,
+ "clean_loss": 0.5661608983634313,
+ "noisy_loss_mean": 0.5697759996907514
+ },
+ {
+ "train_step": 7284,
+ "loss": 0.5309354917086997,
+ "clean_loss": 0.5359479245391718,
+ "noisy_loss_mean": 0.529264680765209
+ },
+ {
+ "train_step": 7285,
+ "loss": 0.6471673856176043,
+ "clean_loss": 0.6458282484398189,
+ "noisy_loss_mean": 0.6476137646768662
+ },
+ {
+ "train_step": 7286,
+ "loss": 0.6885250051614908,
+ "clean_loss": 0.7137006657602739,
+ "noisy_loss_mean": 0.6801331182952298
+ },
+ {
+ "train_step": 7287,
+ "loss": 0.37798766474705825,
+ "clean_loss": 0.36106439223131215,
+ "noisy_loss_mean": 0.38362875558564036
+ },
+ {
+ "train_step": 7288,
+ "loss": 0.7505732361712474,
+ "clean_loss": 0.7486402136628411,
+ "noisy_loss_mean": 0.7512175770073828
+ },
+ {
+ "train_step": 7289,
+ "loss": 0.3222333582292031,
+ "clean_loss": 0.32335784694715414,
+ "noisy_loss_mean": 0.3218585286565528
+ },
+ {
+ "train_step": 7290,
+ "loss": 0.4328745999939466,
+ "clean_loss": 0.43323416512134116,
+ "noisy_loss_mean": 0.43275474495148175
+ },
+ {
+ "train_step": 7291,
+ "loss": 0.5884813303336799,
+ "clean_loss": 0.5802299566981538,
+ "noisy_loss_mean": 0.5912317882121886
+ },
+ {
+ "train_step": 7292,
+ "loss": 0.4832466543505077,
+ "clean_loss": 0.47983454532886827,
+ "noisy_loss_mean": 0.48438402402438746
+ },
+ {
+ "train_step": 7293,
+ "loss": 0.2889788222637084,
+ "clean_loss": 0.2861140060083167,
+ "noisy_loss_mean": 0.2899337610155057
+ },
+ {
+ "train_step": 7294,
+ "loss": 0.37438190218203893,
+ "clean_loss": 0.3760635624598099,
+ "noisy_loss_mean": 0.3738213487561153
+ },
+ {
+ "train_step": 7295,
+ "loss": 0.5568879405407168,
+ "clean_loss": 0.5455283621957916,
+ "noisy_loss_mean": 0.5606744666556919
+ },
+ {
+ "train_step": 7296,
+ "loss": 0.48183862041002745,
+ "clean_loss": 0.4800714422378941,
+ "noisy_loss_mean": 0.4824276798007386
+ },
+ {
+ "train_step": 7297,
+ "loss": 0.5931921586154343,
+ "clean_loss": 0.5989159121838299,
+ "noisy_loss_mean": 0.5912842407593023
+ },
+ {
+ "train_step": 7298,
+ "loss": 0.7530582930537725,
+ "clean_loss": 0.7581345817549763,
+ "noisy_loss_mean": 0.7513661968200379
+ },
+ {
+ "train_step": 7299,
+ "loss": 0.543965061889677,
+ "clean_loss": 0.5448788633097955,
+ "noisy_loss_mean": 0.5436604614163043
+ },
+ {
+ "train_step": 7300,
+ "loss": 0.4732763839160551,
+ "clean_loss": 0.46700065413057784,
+ "noisy_loss_mean": 0.47536829384454754
+ },
+ {
+ "train_step": 7301,
+ "loss": 0.517177094640868,
+ "clean_loss": 0.5152290403016562,
+ "noisy_loss_mean": 0.517826446087272
+ },
+ {
+ "train_step": 7302,
+ "loss": 0.4154972116301068,
+ "clean_loss": 0.4163126481257911,
+ "noisy_loss_mean": 0.41522539946487863
+ },
+ {
+ "train_step": 7303,
+ "loss": 0.6783384077849369,
+ "clean_loss": 0.6669997151747942,
+ "noisy_loss_mean": 0.6821179719883178
+ },
+ {
+ "train_step": 7304,
+ "loss": 0.5875066878931131,
+ "clean_loss": 0.5899876151639233,
+ "noisy_loss_mean": 0.5866797121361763
+ },
+ {
+ "train_step": 7305,
+ "loss": 0.6643036338865904,
+ "clean_loss": 0.6632576824164563,
+ "noisy_loss_mean": 0.664652284376635
+ },
+ {
+ "train_step": 7306,
+ "loss": 0.3677546872914996,
+ "clean_loss": 0.36295927562949704,
+ "noisy_loss_mean": 0.3693531578455005
+ },
+ {
+ "train_step": 7307,
+ "loss": 0.5869964268510361,
+ "clean_loss": 0.5763818940673753,
+ "noisy_loss_mean": 0.5905346044455897
+ },
+ {
+ "train_step": 7308,
+ "loss": 0.5885039555190179,
+ "clean_loss": 0.571838958879033,
+ "noisy_loss_mean": 0.5940589543990128
+ },
+ {
+ "train_step": 7309,
+ "loss": 0.6316594334693888,
+ "clean_loss": 0.6179409065176666,
+ "noisy_loss_mean": 0.6362322757866296
+ },
+ {
+ "train_step": 7310,
+ "loss": 0.5165286970460992,
+ "clean_loss": 0.5119195940744159,
+ "noisy_loss_mean": 0.518065064703327
+ },
+ {
+ "train_step": 7311,
+ "loss": 0.4502827501704857,
+ "clean_loss": 0.44688254525068566,
+ "noisy_loss_mean": 0.45141615181041894
+ },
+ {
+ "train_step": 7312,
+ "loss": 0.5369362448592541,
+ "clean_loss": 0.536951893983292,
+ "noisy_loss_mean": 0.5369310284845747
+ },
+ {
+ "train_step": 7313,
+ "loss": 0.6633207219993571,
+ "clean_loss": 0.6533026254261943,
+ "noisy_loss_mean": 0.6666600875237446
+ },
+ {
+ "train_step": 7314,
+ "loss": 0.5671223155938602,
+ "clean_loss": 0.5665514296197776,
+ "noisy_loss_mean": 0.5673126109185543
+ },
+ {
+ "train_step": 7315,
+ "loss": 0.5365194855034843,
+ "clean_loss": 0.5388210853552345,
+ "noisy_loss_mean": 0.535752285552901
+ },
+ {
+ "train_step": 7316,
+ "loss": 0.5471435789216718,
+ "clean_loss": 0.556005271219532,
+ "noisy_loss_mean": 0.5441896814890517
+ },
+ {
+ "train_step": 7317,
+ "loss": 0.7208913577216673,
+ "clean_loss": 0.7337346636437455,
+ "noisy_loss_mean": 0.7166102557476414
+ },
+ {
+ "train_step": 7318,
+ "loss": 0.41528374696386483,
+ "clean_loss": 0.4141834374038463,
+ "noisy_loss_mean": 0.4156505168172044
+ },
+ {
+ "train_step": 7319,
+ "loss": 0.5699123860734876,
+ "clean_loss": 0.5658852240578995,
+ "noisy_loss_mean": 0.5712547734120169
+ },
+ {
+ "train_step": 7320,
+ "loss": 0.5856365325859163,
+ "clean_loss": 0.5850629676970187,
+ "noisy_loss_mean": 0.5858277208822154
+ },
+ {
+ "train_step": 7321,
+ "loss": 0.349667019774516,
+ "clean_loss": 0.3465441754827443,
+ "noisy_loss_mean": 0.3507079678717731
+ },
+ {
+ "train_step": 7322,
+ "loss": 0.4932067205278995,
+ "clean_loss": 0.5087983841447381,
+ "noisy_loss_mean": 0.48800949932228654
+ },
+ {
+ "train_step": 7323,
+ "loss": 0.380081074917906,
+ "clean_loss": 0.38109183308104544,
+ "noisy_loss_mean": 0.37974415553019286
+ },
+ {
+ "train_step": 7324,
+ "loss": 0.40410171131220457,
+ "clean_loss": 0.39106430396186065,
+ "noisy_loss_mean": 0.40844751376231914
+ },
+ {
+ "train_step": 7325,
+ "loss": 0.5275974663479598,
+ "clean_loss": 0.510173761888244,
+ "noisy_loss_mean": 0.5334053678345317
+ },
+ {
+ "train_step": 7326,
+ "loss": 0.6014953807699437,
+ "clean_loss": 0.6146832288992997,
+ "noisy_loss_mean": 0.5970994313934916
+ },
+ {
+ "train_step": 7327,
+ "loss": 0.5726740650577051,
+ "clean_loss": 0.574837443690704,
+ "noisy_loss_mean": 0.5719529388467056
+ },
+ {
+ "train_step": 7328,
+ "loss": 0.5198936418638529,
+ "clean_loss": 0.5071153503316149,
+ "noisy_loss_mean": 0.524153072374599
+ },
+ {
+ "train_step": 7329,
+ "loss": 0.6197760549969371,
+ "clean_loss": 0.6267662158068249,
+ "noisy_loss_mean": 0.6174460013936411
+ },
+ {
+ "train_step": 7330,
+ "loss": 0.3879717084820468,
+ "clean_loss": 0.3837475713615861,
+ "noisy_loss_mean": 0.38937975418886706
+ },
+ {
+ "train_step": 7331,
+ "loss": 0.6442193957241491,
+ "clean_loss": 0.6257510611447834,
+ "noisy_loss_mean": 0.6503755072506043
+ },
+ {
+ "train_step": 7332,
+ "loss": 0.5507097368559737,
+ "clean_loss": 0.5734196841030275,
+ "noisy_loss_mean": 0.5431397544402892
+ },
+ {
+ "train_step": 7333,
+ "loss": 0.4799189313917086,
+ "clean_loss": 0.47416870248618836,
+ "noisy_loss_mean": 0.4818356743602154
+ },
+ {
+ "train_step": 7334,
+ "loss": 0.5226680475740426,
+ "clean_loss": 0.49709990803701676,
+ "noisy_loss_mean": 0.5311907607530513
+ },
+ {
+ "train_step": 7335,
+ "loss": 0.4816832355585813,
+ "clean_loss": 0.46995754046622745,
+ "noisy_loss_mean": 0.48559180058936596
+ },
+ {
+ "train_step": 7336,
+ "loss": 0.2678267375998422,
+ "clean_loss": 0.26356298026232455,
+ "noisy_loss_mean": 0.2692479900456814
+ },
+ {
+ "train_step": 7337,
+ "loss": 0.44279567025767386,
+ "clean_loss": 0.43727402384773967,
+ "noisy_loss_mean": 0.4446362190609852
+ },
+ {
+ "train_step": 7338,
+ "loss": 0.615048063154585,
+ "clean_loss": 0.6217130749946441,
+ "noisy_loss_mean": 0.6128263925412321
+ },
+ {
+ "train_step": 7339,
+ "loss": 0.7165423291109139,
+ "clean_loss": 0.7056977911628737,
+ "noisy_loss_mean": 0.7201571750935941
+ },
+ {
+ "train_step": 7340,
+ "loss": 0.5111696210441918,
+ "clean_loss": 0.5254771690968313,
+ "noisy_loss_mean": 0.5064004383599787
+ },
+ {
+ "train_step": 7341,
+ "loss": 0.5227126883763744,
+ "clean_loss": 0.532811888418952,
+ "noisy_loss_mean": 0.5193462883621819
+ },
+ {
+ "train_step": 7342,
+ "loss": 0.4262812384358986,
+ "clean_loss": 0.4191584422858339,
+ "noisy_loss_mean": 0.4286555038192536
+ },
+ {
+ "train_step": 7343,
+ "loss": 0.2967254499773998,
+ "clean_loss": 0.3042338429545559,
+ "noisy_loss_mean": 0.2942226523183478
+ },
+ {
+ "train_step": 7344,
+ "loss": 0.6751956433960428,
+ "clean_loss": 0.6859141165659002,
+ "noisy_loss_mean": 0.6716228190060902
+ },
+ {
+ "train_step": 7345,
+ "loss": 0.46844735974499857,
+ "clean_loss": 0.47429882361070624,
+ "noisy_loss_mean": 0.4664968717897627
+ },
+ {
+ "train_step": 7346,
+ "loss": 0.5865903086057789,
+ "clean_loss": 0.5699827193866202,
+ "noisy_loss_mean": 0.5921261716788317
+ },
+ {
+ "train_step": 7347,
+ "loss": 0.5346070254180972,
+ "clean_loss": 0.5386029262501126,
+ "noisy_loss_mean": 0.533275058474092
+ },
+ {
+ "train_step": 7348,
+ "loss": 0.46528626722102756,
+ "clean_loss": 0.4728142208580238,
+ "noisy_loss_mean": 0.46277694934202884
+ },
+ {
+ "train_step": 7349,
+ "loss": 0.6724102109284628,
+ "clean_loss": 0.6660188666457842,
+ "noisy_loss_mean": 0.6745406590226889
+ },
+ {
+ "train_step": 7350,
+ "loss": 0.6395714308828042,
+ "clean_loss": 0.638143869547899,
+ "noisy_loss_mean": 0.640047284661106
+ },
+ {
+ "train_step": 7351,
+ "loss": 0.6090423918427734,
+ "clean_loss": 0.6182052651717874,
+ "noisy_loss_mean": 0.6059881007331019
+ },
+ {
+ "train_step": 7352,
+ "loss": 0.447152483724755,
+ "clean_loss": 0.44559072625248974,
+ "noisy_loss_mean": 0.4476730695488434
+ },
+ {
+ "train_step": 7353,
+ "loss": 0.41453518727084976,
+ "clean_loss": 0.42268523809466085,
+ "noisy_loss_mean": 0.4118185036629127
+ },
+ {
+ "train_step": 7354,
+ "loss": 0.3039568409343862,
+ "clean_loss": 0.31486327857540014,
+ "noisy_loss_mean": 0.3003213617207149
+ },
+ {
+ "train_step": 7355,
+ "loss": 0.49235449491107136,
+ "clean_loss": 0.48664660611412947,
+ "noisy_loss_mean": 0.494257124510052
+ },
+ {
+ "train_step": 7356,
+ "loss": 0.5452224374545922,
+ "clean_loss": 0.5363123017530185,
+ "noisy_loss_mean": 0.5481924826884502
+ },
+ {
+ "train_step": 7357,
+ "loss": 0.5028076820889945,
+ "clean_loss": 0.5012172443641606,
+ "noisy_loss_mean": 0.5033378279972726
+ },
+ {
+ "train_step": 7358,
+ "loss": 0.6514377495452964,
+ "clean_loss": 0.6507565030584266,
+ "noisy_loss_mean": 0.6516648317075863
+ },
+ {
+ "train_step": 7359,
+ "loss": 0.6121995706622191,
+ "clean_loss": 0.6012655175550632,
+ "noisy_loss_mean": 0.615844255031271
+ },
+ {
+ "train_step": 7360,
+ "loss": 0.5894651690902821,
+ "clean_loss": 0.5802203337587277,
+ "noisy_loss_mean": 0.5925467808674668
+ },
+ {
+ "train_step": 7361,
+ "loss": 0.6298915086136293,
+ "clean_loss": 0.59094146103524,
+ "noisy_loss_mean": 0.6428748578064258
+ },
+ {
+ "train_step": 7362,
+ "loss": 0.5692972396382966,
+ "clean_loss": 0.5678913267953002,
+ "noisy_loss_mean": 0.5697658772526287
+ },
+ {
+ "train_step": 7363,
+ "loss": 0.6515207817236885,
+ "clean_loss": 0.648075060389449,
+ "noisy_loss_mean": 0.6526693555017683
+ },
+ {
+ "train_step": 7364,
+ "loss": 0.6410173247263593,
+ "clean_loss": 0.6142037625340055,
+ "noisy_loss_mean": 0.6499551787904773
+ },
+ {
+ "train_step": 7365,
+ "loss": 0.6976118077593809,
+ "clean_loss": 0.6948583726403686,
+ "noisy_loss_mean": 0.6985296194657183
+ },
+ {
+ "train_step": 7366,
+ "loss": 0.508091540401593,
+ "clean_loss": 0.5056254683563394,
+ "noisy_loss_mean": 0.5089135644166776
+ },
+ {
+ "train_step": 7367,
+ "loss": 0.5735911858040679,
+ "clean_loss": 0.5740524538119572,
+ "noisy_loss_mean": 0.5734374298014381
+ },
+ {
+ "train_step": 7368,
+ "loss": 0.6011359479647094,
+ "clean_loss": 0.6191378002225876,
+ "noisy_loss_mean": 0.5951353305454168
+ },
+ {
+ "train_step": 7369,
+ "loss": 0.6562426635135995,
+ "clean_loss": 0.6655698312172955,
+ "noisy_loss_mean": 0.6531336076123675
+ },
+ {
+ "train_step": 7370,
+ "loss": 0.8451665182784658,
+ "clean_loss": 0.8526378597955597,
+ "noisy_loss_mean": 0.8426760711061011
+ },
+ {
+ "train_step": 7371,
+ "loss": 0.656249738440431,
+ "clean_loss": 0.649808471952729,
+ "noisy_loss_mean": 0.658396827269665
+ },
+ {
+ "train_step": 7372,
+ "loss": 0.46576760981826154,
+ "clean_loss": 0.44472156829740106,
+ "noisy_loss_mean": 0.4727829569918817
+ },
+ {
+ "train_step": 7373,
+ "loss": 0.5019100779833965,
+ "clean_loss": 0.5040119358313273,
+ "noisy_loss_mean": 0.5012094587007528
+ },
+ {
+ "train_step": 7374,
+ "loss": 0.6456305923984864,
+ "clean_loss": 0.6389425310903855,
+ "noisy_loss_mean": 0.6478599461678535
+ },
+ {
+ "train_step": 7375,
+ "loss": 0.5337593702776042,
+ "clean_loss": 0.5518800127408596,
+ "noisy_loss_mean": 0.5277191561231858
+ },
+ {
+ "train_step": 7376,
+ "loss": 0.6134441386521617,
+ "clean_loss": 0.6079691357738504,
+ "noisy_loss_mean": 0.6152691396115989
+ },
+ {
+ "train_step": 7377,
+ "loss": 0.4429349303278009,
+ "clean_loss": 0.44609989979272946,
+ "noisy_loss_mean": 0.44187994050615803
+ },
+ {
+ "train_step": 7378,
+ "loss": 0.5408941427282733,
+ "clean_loss": 0.5415233469060695,
+ "noisy_loss_mean": 0.5406844080023412
+ },
+ {
+ "train_step": 7379,
+ "loss": 0.4703663542357813,
+ "clean_loss": 0.47385317597864807,
+ "noisy_loss_mean": 0.46920408032149247
+ },
+ {
+ "train_step": 7380,
+ "loss": 0.5827779759131761,
+ "clean_loss": 0.5899281938971452,
+ "noisy_loss_mean": 0.5803945699185198
+ },
+ {
+ "train_step": 7381,
+ "loss": 0.6220365933567031,
+ "clean_loss": 0.6318800098977323,
+ "noisy_loss_mean": 0.6187554545096935
+ },
+ {
+ "train_step": 7382,
+ "loss": 0.4726846798019225,
+ "clean_loss": 0.47270728762814396,
+ "noisy_loss_mean": 0.4726771438598487
+ },
+ {
+ "train_step": 7383,
+ "loss": 0.5402805724980393,
+ "clean_loss": 0.5491499385710739,
+ "noisy_loss_mean": 0.5373241171403612
+ },
+ {
+ "train_step": 7384,
+ "loss": 0.7993220882740371,
+ "clean_loss": 0.8045669172105748,
+ "noisy_loss_mean": 0.797573811961858
+ },
+ {
+ "train_step": 7385,
+ "loss": 0.5676433516945181,
+ "clean_loss": 0.5533687241661456,
+ "noisy_loss_mean": 0.5724015608706422
+ },
+ {
+ "train_step": 7386,
+ "loss": 0.8634739844128785,
+ "clean_loss": 0.8519261875201346,
+ "noisy_loss_mean": 0.8673232500437932
+ },
+ {
+ "train_step": 7387,
+ "loss": 0.6166404560138046,
+ "clean_loss": 0.626126761177818,
+ "noisy_loss_mean": 0.6134783542924668
+ },
+ {
+ "train_step": 7388,
+ "loss": 0.645472752745724,
+ "clean_loss": 0.65484895479006,
+ "noisy_loss_mean": 0.6423473520642786
+ },
+ {
+ "train_step": 7389,
+ "loss": 0.5726121232093677,
+ "clean_loss": 0.5670873604184853,
+ "noisy_loss_mean": 0.5744537108063286
+ },
+ {
+ "train_step": 7390,
+ "loss": 0.482163297077077,
+ "clean_loss": 0.48466542115768385,
+ "noisy_loss_mean": 0.4813292557168747
+ },
+ {
+ "train_step": 7391,
+ "loss": 0.6581942039832915,
+ "clean_loss": 0.6748587764368943,
+ "noisy_loss_mean": 0.6526393464987573
+ },
+ {
+ "train_step": 7392,
+ "loss": 0.629708989533735,
+ "clean_loss": 0.6331407031419328,
+ "noisy_loss_mean": 0.628565084997669
+ },
+ {
+ "train_step": 7393,
+ "loss": 0.5070661451819094,
+ "clean_loss": 0.5100506758879739,
+ "noisy_loss_mean": 0.5060713016132212
+ },
+ {
+ "train_step": 7394,
+ "loss": 0.6133030387991787,
+ "clean_loss": 0.6155767380803164,
+ "noisy_loss_mean": 0.6125451390387995
+ },
+ {
+ "train_step": 7395,
+ "loss": 0.6607460219775076,
+ "clean_loss": 0.6909123230796947,
+ "noisy_loss_mean": 0.6506905882767785
+ },
+ {
+ "train_step": 7396,
+ "loss": 0.5287503292661008,
+ "clean_loss": 0.5587811297262534,
+ "noisy_loss_mean": 0.51874006244605
+ },
+ {
+ "train_step": 7397,
+ "loss": 0.5001272364559011,
+ "clean_loss": 0.4910704560452698,
+ "noisy_loss_mean": 0.5031461632594448
+ },
+ {
+ "train_step": 7398,
+ "loss": 0.5876198936406918,
+ "clean_loss": 0.5919477527238833,
+ "noisy_loss_mean": 0.5861772739462947
+ },
+ {
+ "train_step": 7399,
+ "loss": 0.8965507918436446,
+ "clean_loss": 0.8885995138147637,
+ "noisy_loss_mean": 0.8992012178532717
+ },
+ {
+ "train_step": 7400,
+ "loss": 0.5897789197703734,
+ "clean_loss": 0.6024856547389446,
+ "noisy_loss_mean": 0.5855433414475164
+ },
+ {
+ "train_step": 7401,
+ "loss": 0.4633898564115035,
+ "clean_loss": 0.46165840988133305,
+ "noisy_loss_mean": 0.4639670052548936
+ },
+ {
+ "train_step": 7402,
+ "loss": 0.5966954813650703,
+ "clean_loss": 0.6095878310518319,
+ "noisy_loss_mean": 0.5923980314694831
+ },
+ {
+ "train_step": 7403,
+ "loss": 0.5377143224269404,
+ "clean_loss": 0.5289006790790468,
+ "noisy_loss_mean": 0.5406522035429049
+ },
+ {
+ "train_step": 7404,
+ "loss": 0.5058503185754167,
+ "clean_loss": 0.5093972204611072,
+ "noisy_loss_mean": 0.5046680179468532
+ },
+ {
+ "train_step": 7405,
+ "loss": 0.6213168739721711,
+ "clean_loss": 0.6053038705388865,
+ "noisy_loss_mean": 0.626654541783266
+ },
+ {
+ "train_step": 7406,
+ "loss": 0.36722341418996357,
+ "clean_loss": 0.35705442341179827,
+ "noisy_loss_mean": 0.37061307778268526
+ },
+ {
+ "train_step": 7407,
+ "loss": 0.5990648845157034,
+ "clean_loss": 0.6026450175926013,
+ "noisy_loss_mean": 0.5978715068234041
+ },
+ {
+ "train_step": 7408,
+ "loss": 0.5472857900974363,
+ "clean_loss": 0.539448663355106,
+ "noisy_loss_mean": 0.5498981656782131
+ },
+ {
+ "train_step": 7409,
+ "loss": 0.6847364958944964,
+ "clean_loss": 0.6885312703643088,
+ "noisy_loss_mean": 0.6834715710712255
+ },
+ {
+ "train_step": 7410,
+ "loss": 0.44387014725788615,
+ "clean_loss": 0.44943880521309426,
+ "noisy_loss_mean": 0.4420139279394834
+ },
+ {
+ "train_step": 7411,
+ "loss": 0.5634013849539552,
+ "clean_loss": 0.5540757033973593,
+ "noisy_loss_mean": 0.5665099454728204
+ },
+ {
+ "train_step": 7412,
+ "loss": 0.49928403163308355,
+ "clean_loss": 0.4881360467884066,
+ "noisy_loss_mean": 0.5030000265813093
+ },
+ {
+ "train_step": 7413,
+ "loss": 0.6679348648744965,
+ "clean_loss": 0.6768014178615479,
+ "noisy_loss_mean": 0.664979347212146
+ },
+ {
+ "train_step": 7414,
+ "loss": 0.5805272261329926,
+ "clean_loss": 0.5858513370650825,
+ "noisy_loss_mean": 0.5787525224889628
+ },
+ {
+ "train_step": 7415,
+ "loss": 0.6359585583646437,
+ "clean_loss": 0.6322135917941324,
+ "noisy_loss_mean": 0.637206880554814
+ },
+ {
+ "train_step": 7416,
+ "loss": 0.49456393112662955,
+ "clean_loss": 0.5004676369632094,
+ "noisy_loss_mean": 0.49259602918110296
+ },
+ {
+ "train_step": 7417,
+ "loss": 0.48712855967562385,
+ "clean_loss": 0.4935595991959041,
+ "noisy_loss_mean": 0.48498487983553035
+ },
+ {
+ "train_step": 7418,
+ "loss": 0.44473696965933585,
+ "clean_loss": 0.45147995282239967,
+ "noisy_loss_mean": 0.44248930860498126
+ },
+ {
+ "train_step": 7419,
+ "loss": 0.713011548730863,
+ "clean_loss": 0.7148402050509125,
+ "noisy_loss_mean": 0.7124019966241799
+ },
+ {
+ "train_step": 7420,
+ "loss": 0.61172230613243,
+ "clean_loss": 0.6113487563574098,
+ "noisy_loss_mean": 0.6118468227241033
+ },
+ {
+ "train_step": 7421,
+ "loss": 0.6423957907360047,
+ "clean_loss": 0.6464550496759789,
+ "noisy_loss_mean": 0.64104270442268
+ },
+ {
+ "train_step": 7422,
+ "loss": 0.5448886726206579,
+ "clean_loss": 0.5327684821451034,
+ "noisy_loss_mean": 0.5489287361125094
+ },
+ {
+ "train_step": 7423,
+ "loss": 0.7173656985181964,
+ "clean_loss": 0.7143777638106564,
+ "noisy_loss_mean": 0.7183616767540432
+ },
+ {
+ "train_step": 7424,
+ "loss": 0.6082731941849493,
+ "clean_loss": 0.5955149422331085,
+ "noisy_loss_mean": 0.612525944835563
+ },
+ {
+ "train_step": 7425,
+ "loss": 0.6695069409650674,
+ "clean_loss": 0.6607866194559344,
+ "noisy_loss_mean": 0.672413714801445
+ },
+ {
+ "train_step": 7426,
+ "loss": 0.6542519301380644,
+ "clean_loss": 0.6517786423394928,
+ "noisy_loss_mean": 0.6550763594042549
+ },
+ {
+ "train_step": 7427,
+ "loss": 0.5662049226245884,
+ "clean_loss": 0.5606785657117425,
+ "noisy_loss_mean": 0.5680470415955371
+ },
+ {
+ "train_step": 7428,
+ "loss": 0.5213150913018869,
+ "clean_loss": 0.5181896606544524,
+ "noisy_loss_mean": 0.5223569015176982
+ },
+ {
+ "train_step": 7429,
+ "loss": 0.8006864463358616,
+ "clean_loss": 0.8063162723701389,
+ "noisy_loss_mean": 0.7988098376577691
+ },
+ {
+ "train_step": 7430,
+ "loss": 0.37056420518172983,
+ "clean_loss": 0.3603527036141463,
+ "noisy_loss_mean": 0.373968039037591
+ },
+ {
+ "train_step": 7431,
+ "loss": 0.4710681157532516,
+ "clean_loss": 0.4639607146511834,
+ "noisy_loss_mean": 0.473437249453941
+ },
+ {
+ "train_step": 7432,
+ "loss": 0.4946812888476942,
+ "clean_loss": 0.5053663170467021,
+ "noisy_loss_mean": 0.49111961278135824
+ },
+ {
+ "train_step": 7433,
+ "loss": 0.49939287066287363,
+ "clean_loss": 0.5000782912517182,
+ "noisy_loss_mean": 0.4991643971332587
+ },
+ {
+ "train_step": 7434,
+ "loss": 0.39553591842487823,
+ "clean_loss": 0.39346537890834965,
+ "noisy_loss_mean": 0.3962260982637211
+ },
+ {
+ "train_step": 7435,
+ "loss": 0.3803363503130558,
+ "clean_loss": 0.3635422472496812,
+ "noisy_loss_mean": 0.3859343846675139
+ },
+ {
+ "train_step": 7436,
+ "loss": 0.6553577690048018,
+ "clean_loss": 0.6623298977524358,
+ "noisy_loss_mean": 0.6530337260889238
+ },
+ {
+ "train_step": 7437,
+ "loss": 0.45718521289290387,
+ "clean_loss": 0.4470656887600536,
+ "noisy_loss_mean": 0.4605583876038539
+ },
+ {
+ "train_step": 7438,
+ "loss": 0.572282794101332,
+ "clean_loss": 0.5706589054254416,
+ "noisy_loss_mean": 0.5728240903266286
+ },
+ {
+ "train_step": 7439,
+ "loss": 0.708470502061361,
+ "clean_loss": 0.6894699229104606,
+ "noisy_loss_mean": 0.7148040284449945
+ },
+ {
+ "train_step": 7440,
+ "loss": 0.6091573455578635,
+ "clean_loss": 0.6189892508911017,
+ "noisy_loss_mean": 0.6058800437801174
+ },
+ {
+ "train_step": 7441,
+ "loss": 0.5693394797041202,
+ "clean_loss": 0.5616187637647556,
+ "noisy_loss_mean": 0.5719130516839085
+ },
+ {
+ "train_step": 7442,
+ "loss": 0.5125958781217252,
+ "clean_loss": 0.5078360302904371,
+ "noisy_loss_mean": 0.5141824940654879
+ },
+ {
+ "train_step": 7443,
+ "loss": 0.48644450413094076,
+ "clean_loss": 0.4756607860891276,
+ "noisy_loss_mean": 0.49003907681154507
+ },
+ {
+ "train_step": 7444,
+ "loss": 0.5014281669722539,
+ "clean_loss": 0.5206649871540519,
+ "noisy_loss_mean": 0.49501589357832126
+ },
+ {
+ "train_step": 7445,
+ "loss": 0.3828298865666518,
+ "clean_loss": 0.3765998023798002,
+ "noisy_loss_mean": 0.38490658129560235
+ },
+ {
+ "train_step": 7446,
+ "loss": 0.562295099223803,
+ "clean_loss": 0.5609733319372254,
+ "noisy_loss_mean": 0.562735688319329
+ },
+ {
+ "train_step": 7447,
+ "loss": 0.7007682907443442,
+ "clean_loss": 0.6971313767872226,
+ "noisy_loss_mean": 0.7019805953967181
+ },
+ {
+ "train_step": 7448,
+ "loss": 0.579550887039878,
+ "clean_loss": 0.5811788830006283,
+ "noisy_loss_mean": 0.579008221719628
+ },
+ {
+ "train_step": 7449,
+ "loss": 0.64921102743031,
+ "clean_loss": 0.6389767006310966,
+ "noisy_loss_mean": 0.6526224696967143
+ },
+ {
+ "train_step": 7450,
+ "loss": 0.5082133897518557,
+ "clean_loss": 0.49908213843012444,
+ "noisy_loss_mean": 0.5112571401924327
+ },
+ {
+ "train_step": 7451,
+ "loss": 0.5404279861762682,
+ "clean_loss": 0.5515960896700286,
+ "noisy_loss_mean": 0.5367052850116815
+ },
+ {
+ "train_step": 7452,
+ "loss": 0.3528304999687818,
+ "clean_loss": 0.35399370454320855,
+ "noisy_loss_mean": 0.3524427651106396
+ },
+ {
+ "train_step": 7453,
+ "loss": 0.5794968441717641,
+ "clean_loss": 0.5871207372721119,
+ "noisy_loss_mean": 0.5769555464716482
+ },
+ {
+ "train_step": 7454,
+ "loss": 0.5320379486271236,
+ "clean_loss": 0.5287605724652292,
+ "noisy_loss_mean": 0.5331304073477551
+ },
+ {
+ "train_step": 7455,
+ "loss": 0.4833110716057013,
+ "clean_loss": 0.48047904656692564,
+ "noisy_loss_mean": 0.4842550799519598
+ },
+ {
+ "train_step": 7456,
+ "loss": 0.542531066628421,
+ "clean_loss": 0.5432078991633705,
+ "noisy_loss_mean": 0.5423054557834378
+ },
+ {
+ "train_step": 7457,
+ "loss": 0.5587349560461013,
+ "clean_loss": 0.5554493446367322,
+ "noisy_loss_mean": 0.5598301598492244
+ },
+ {
+ "train_step": 7458,
+ "loss": 0.459187777988328,
+ "clean_loss": 0.45134839416568834,
+ "noisy_loss_mean": 0.4618009059292079
+ },
+ {
+ "train_step": 7459,
+ "loss": 0.6247039691177698,
+ "clean_loss": 0.6195978024893004,
+ "noisy_loss_mean": 0.6264060246605929
+ },
+ {
+ "train_step": 7460,
+ "loss": 0.5570936908267057,
+ "clean_loss": 0.5519219074013388,
+ "noisy_loss_mean": 0.5588176186351613
+ },
+ {
+ "train_step": 7461,
+ "loss": 0.6953901157457012,
+ "clean_loss": 0.7046850002911268,
+ "noisy_loss_mean": 0.6922918208972261
+ },
+ {
+ "train_step": 7462,
+ "loss": 0.47329522849770045,
+ "clean_loss": 0.4783657239586284,
+ "noisy_loss_mean": 0.47160506334405783
+ },
+ {
+ "train_step": 7463,
+ "loss": 0.6593520148034504,
+ "clean_loss": 0.6272804362754262,
+ "noisy_loss_mean": 0.6700425409794585
+ },
+ {
+ "train_step": 7464,
+ "loss": 0.5383704654562442,
+ "clean_loss": 0.5387141696080375,
+ "noisy_loss_mean": 0.5382558974056463
+ },
+ {
+ "train_step": 7465,
+ "loss": 0.40798077669556126,
+ "clean_loss": 0.3878416160890672,
+ "noisy_loss_mean": 0.41469383023105927
+ },
+ {
+ "train_step": 7466,
+ "loss": 0.6170897685232856,
+ "clean_loss": 0.6099493766557448,
+ "noisy_loss_mean": 0.6194698991457991
+ },
+ {
+ "train_step": 7467,
+ "loss": 0.3992277076869328,
+ "clean_loss": 0.3945844788161529,
+ "noisy_loss_mean": 0.4007754506438594
+ },
+ {
+ "train_step": 7468,
+ "loss": 0.3995641283385479,
+ "clean_loss": 0.40583974196954764,
+ "noisy_loss_mean": 0.3974722571282146
+ },
+ {
+ "train_step": 7469,
+ "loss": 0.5840338728940114,
+ "clean_loss": 0.5938917761852266,
+ "noisy_loss_mean": 0.5807479051302731
+ },
+ {
+ "train_step": 7470,
+ "loss": 0.6838731455382714,
+ "clean_loss": 0.6780709333747035,
+ "noisy_loss_mean": 0.6858072162594607
+ },
+ {
+ "train_step": 7471,
+ "loss": 0.4775291748908692,
+ "clean_loss": 0.47669187382212347,
+ "noisy_loss_mean": 0.47780827524711783
+ },
+ {
+ "train_step": 7472,
+ "loss": 0.5170010412940547,
+ "clean_loss": 0.5199177796453616,
+ "noisy_loss_mean": 0.5160287951769523
+ },
+ {
+ "train_step": 7473,
+ "loss": 0.48855624455975083,
+ "clean_loss": 0.48796806700771805,
+ "noisy_loss_mean": 0.4887523037437618
+ },
+ {
+ "train_step": 7474,
+ "loss": 0.4646503784208075,
+ "clean_loss": 0.44719432226752853,
+ "noisy_loss_mean": 0.4704690638052338
+ },
+ {
+ "train_step": 7475,
+ "loss": 0.511832031414498,
+ "clean_loss": 0.5119243126535892,
+ "noisy_loss_mean": 0.5118012710014676
+ },
+ {
+ "train_step": 7476,
+ "loss": 0.6026346339981906,
+ "clean_loss": 0.606610652721737,
+ "noisy_loss_mean": 0.6013092944236752
+ },
+ {
+ "train_step": 7477,
+ "loss": 0.5249753336462514,
+ "clean_loss": 0.5315073935655644,
+ "noisy_loss_mean": 0.5227979803398136
+ },
+ {
+ "train_step": 7478,
+ "loss": 0.6326767386840827,
+ "clean_loss": 0.6307894577521328,
+ "noisy_loss_mean": 0.6333058323280659
+ },
+ {
+ "train_step": 7479,
+ "loss": 0.5802455065530783,
+ "clean_loss": 0.579368545130542,
+ "noisy_loss_mean": 0.580537827027257
+ },
+ {
+ "train_step": 7480,
+ "loss": 0.48583941248350293,
+ "clean_loss": 0.481748433907786,
+ "noisy_loss_mean": 0.48720307200874197
+ },
+ {
+ "train_step": 7481,
+ "loss": 0.7239026990123636,
+ "clean_loss": 0.7321855351486466,
+ "noisy_loss_mean": 0.7211417536336026
+ },
+ {
+ "train_step": 7482,
+ "loss": 0.5070474550257694,
+ "clean_loss": 0.5046311984878841,
+ "noisy_loss_mean": 0.5078528738717313
+ },
+ {
+ "train_step": 7483,
+ "loss": 0.5642075907017046,
+ "clean_loss": 0.5662901496549829,
+ "noisy_loss_mean": 0.563513404383945
+ },
+ {
+ "train_step": 7484,
+ "loss": 0.6514946188061407,
+ "clean_loss": 0.6541617851805509,
+ "noisy_loss_mean": 0.6506055633480039
+ },
+ {
+ "train_step": 7485,
+ "loss": 0.46908491821655945,
+ "clean_loss": 0.47367410053041986,
+ "noisy_loss_mean": 0.46755519077860597
+ },
+ {
+ "train_step": 7486,
+ "loss": 0.51037537776257,
+ "clean_loss": 0.5121704978991853,
+ "noisy_loss_mean": 0.5097770043836983
+ },
+ {
+ "train_step": 7487,
+ "loss": 0.6311298295013789,
+ "clean_loss": 0.6285810505110571,
+ "noisy_loss_mean": 0.6319794224981528
+ },
+ {
+ "train_step": 7488,
+ "loss": 0.48798267229401093,
+ "clean_loss": 0.49225070219442163,
+ "noisy_loss_mean": 0.4865599956605407
+ },
+ {
+ "train_step": 7489,
+ "loss": 0.6076867055911542,
+ "clean_loss": 0.6078996660394186,
+ "noisy_loss_mean": 0.6076157187750661
+ },
+ {
+ "train_step": 7490,
+ "loss": 0.6721204138970578,
+ "clean_loss": 0.6656501927519671,
+ "noisy_loss_mean": 0.6742771542787547
+ },
+ {
+ "train_step": 7491,
+ "loss": 0.529086435553784,
+ "clean_loss": 0.522893099412073,
+ "noisy_loss_mean": 0.5311508809343543
+ },
+ {
+ "train_step": 7492,
+ "loss": 0.6790718093935078,
+ "clean_loss": 0.6835647952045079,
+ "noisy_loss_mean": 0.6775741474565077
+ },
+ {
+ "train_step": 7493,
+ "loss": 0.7086607546522297,
+ "clean_loss": 0.7165643905618966,
+ "noisy_loss_mean": 0.7060262093490074
+ },
+ {
+ "train_step": 7494,
+ "loss": 0.7737717097137047,
+ "clean_loss": 0.7826517952531933,
+ "noisy_loss_mean": 0.7708116812005419
+ },
+ {
+ "train_step": 7495,
+ "loss": 0.5804944523922515,
+ "clean_loss": 0.5772765221543608,
+ "noisy_loss_mean": 0.5815670958048816
+ },
+ {
+ "train_step": 7496,
+ "loss": 0.4358636474655005,
+ "clean_loss": 0.43726774768871357,
+ "noisy_loss_mean": 0.43539561405776284
+ },
+ {
+ "train_step": 7497,
+ "loss": 0.684454910922965,
+ "clean_loss": 0.6770668475695214,
+ "noisy_loss_mean": 0.6869175987074462
+ },
+ {
+ "train_step": 7498,
+ "loss": 0.9595112757371719,
+ "clean_loss": 0.9305220307399544,
+ "noisy_loss_mean": 0.969174357402911
+ },
+ {
+ "train_step": 7499,
+ "loss": 0.7217147698568032,
+ "clean_loss": 0.7213803780884325,
+ "noisy_loss_mean": 0.7218262337795934
+ },
+ {
+ "train_step": 7500,
+ "loss": 0.7132604045915645,
+ "clean_loss": 0.7054251866228349,
+ "noisy_loss_mean": 0.7158721439144743
+ },
+ {
+ "train_step": 7501,
+ "loss": 0.703042827058209,
+ "clean_loss": 0.7069733212657473,
+ "noisy_loss_mean": 0.7017326623223629
+ },
+ {
+ "train_step": 7502,
+ "loss": 0.4510682893209641,
+ "clean_loss": 0.4593187071339477,
+ "noisy_loss_mean": 0.4483181500499696
+ },
+ {
+ "train_step": 7503,
+ "loss": 0.5874134147158045,
+ "clean_loss": 0.5746236598867577,
+ "noisy_loss_mean": 0.5916766663254869
+ },
+ {
+ "train_step": 7504,
+ "loss": 0.5196078283562046,
+ "clean_loss": 0.5175196661287155,
+ "noisy_loss_mean": 0.5203038824320342
+ },
+ {
+ "train_step": 7505,
+ "loss": 0.6423110573877227,
+ "clean_loss": 0.6520093763419363,
+ "noisy_loss_mean": 0.6390782844029846
+ },
+ {
+ "train_step": 7506,
+ "loss": 0.6071271578940732,
+ "clean_loss": 0.5974418268277513,
+ "noisy_loss_mean": 0.6103556015828472
+ },
+ {
+ "train_step": 7507,
+ "loss": 0.5617386667962992,
+ "clean_loss": 0.5820617280043887,
+ "noisy_loss_mean": 0.5549643130602694
+ },
+ {
+ "train_step": 7508,
+ "loss": 0.4521510826106827,
+ "clean_loss": 0.44513042413533765,
+ "noisy_loss_mean": 0.45449130210246436
+ },
+ {
+ "train_step": 7509,
+ "loss": 0.7347397320104737,
+ "clean_loss": 0.7601252223217105,
+ "noisy_loss_mean": 0.7262779019067281
+ },
+ {
+ "train_step": 7510,
+ "loss": 0.5890772445689143,
+ "clean_loss": 0.6040427928956477,
+ "noisy_loss_mean": 0.5840887284600033
+ },
+ {
+ "train_step": 7511,
+ "loss": 0.40967844751537674,
+ "clean_loss": 0.4152181196415563,
+ "noisy_loss_mean": 0.4078318901399836
+ },
+ {
+ "train_step": 7512,
+ "loss": 0.55508366151675,
+ "clean_loss": 0.5562843730689527,
+ "noisy_loss_mean": 0.5546834243326825
+ },
+ {
+ "train_step": 7513,
+ "loss": 0.7139062513803439,
+ "clean_loss": 0.7300178402013201,
+ "noisy_loss_mean": 0.7085357217733518
+ },
+ {
+ "train_step": 7514,
+ "loss": 0.5863268426563164,
+ "clean_loss": 0.5952002361258184,
+ "noisy_loss_mean": 0.5833690448331491
+ },
+ {
+ "train_step": 7515,
+ "loss": 0.6272933486914699,
+ "clean_loss": 0.6349089945397349,
+ "noisy_loss_mean": 0.6247548000753816
+ },
+ {
+ "train_step": 7516,
+ "loss": 0.5029160626885374,
+ "clean_loss": 0.4963630574399366,
+ "noisy_loss_mean": 0.5051003977714044
+ },
+ {
+ "train_step": 7517,
+ "loss": 0.6247533142852286,
+ "clean_loss": 0.6200003788639217,
+ "noisy_loss_mean": 0.6263376260923309
+ },
+ {
+ "train_step": 7518,
+ "loss": 0.48293520774839604,
+ "clean_loss": 0.47243556352641736,
+ "noisy_loss_mean": 0.48643508915572226
+ },
+ {
+ "train_step": 7519,
+ "loss": 0.6168330133909871,
+ "clean_loss": 0.6133429305958801,
+ "noisy_loss_mean": 0.6179963743226894
+ },
+ {
+ "train_step": 7520,
+ "loss": 0.5762437154137499,
+ "clean_loss": 0.5644511337996873,
+ "noisy_loss_mean": 0.5801745759517707
+ },
+ {
+ "train_step": 7521,
+ "loss": 0.551451299495306,
+ "clean_loss": 0.5487597093579546,
+ "noisy_loss_mean": 0.5523484962077564
+ },
+ {
+ "train_step": 7522,
+ "loss": 0.6224143415142187,
+ "clean_loss": 0.6241980669137073,
+ "noisy_loss_mean": 0.621819766381056
+ },
+ {
+ "train_step": 7523,
+ "loss": 0.4089268887543656,
+ "clean_loss": 0.41255078299528847,
+ "noisy_loss_mean": 0.40771892400739135
+ },
+ {
+ "train_step": 7524,
+ "loss": 0.5542734761679524,
+ "clean_loss": 0.5479247815594696,
+ "noisy_loss_mean": 0.5563897077041134
+ },
+ {
+ "train_step": 7525,
+ "loss": 0.9232228955795335,
+ "clean_loss": 0.928329272926925,
+ "noisy_loss_mean": 0.9215207697970696
+ },
+ {
+ "train_step": 7526,
+ "loss": 0.5490307890693629,
+ "clean_loss": 0.5581493477842788,
+ "noisy_loss_mean": 0.5459912694977243
+ },
+ {
+ "train_step": 7527,
+ "loss": 0.6122584222654683,
+ "clean_loss": 0.613805628729809,
+ "noisy_loss_mean": 0.6117426867773548
+ },
+ {
+ "train_step": 7528,
+ "loss": 0.6494490613611323,
+ "clean_loss": 0.6486130048402114,
+ "noisy_loss_mean": 0.6497277468681059
+ },
+ {
+ "train_step": 7529,
+ "loss": 0.6973321755960192,
+ "clean_loss": 0.7014935408361291,
+ "noisy_loss_mean": 0.6959450538493158
+ },
+ {
+ "train_step": 7530,
+ "loss": 0.5928915661525258,
+ "clean_loss": 0.5878838282140284,
+ "noisy_loss_mean": 0.5945608121320248
+ },
+ {
+ "train_step": 7531,
+ "loss": 0.5890873231998565,
+ "clean_loss": 0.5836973349397796,
+ "noisy_loss_mean": 0.5908839859532155
+ },
+ {
+ "train_step": 7532,
+ "loss": 0.6067613699242979,
+ "clean_loss": 0.6068787934355105,
+ "noisy_loss_mean": 0.6067222287538937
+ },
+ {
+ "train_step": 7533,
+ "loss": 0.7411391015604166,
+ "clean_loss": 0.7371525631479626,
+ "noisy_loss_mean": 0.7424679476979014
+ },
+ {
+ "train_step": 7534,
+ "loss": 0.3795616564990715,
+ "clean_loss": 0.38127516719555665,
+ "noisy_loss_mean": 0.37899048626690973
+ },
+ {
+ "train_step": 7535,
+ "loss": 0.5618410008102354,
+ "clean_loss": 0.5659451726257368,
+ "noisy_loss_mean": 0.5604729435384015
+ },
+ {
+ "train_step": 7536,
+ "loss": 0.36062909920342406,
+ "clean_loss": 0.3704176204255732,
+ "noisy_loss_mean": 0.35736625879604106
+ },
+ {
+ "train_step": 7537,
+ "loss": 0.5251855757738505,
+ "clean_loss": 0.5278523901601773,
+ "noisy_loss_mean": 0.524296637645075
+ },
+ {
+ "train_step": 7538,
+ "loss": 0.6306473192590467,
+ "clean_loss": 0.6293285909439836,
+ "noisy_loss_mean": 0.6310868953640678
+ },
+ {
+ "train_step": 7539,
+ "loss": 0.43898574772550425,
+ "clean_loss": 0.43579356215256443,
+ "noisy_loss_mean": 0.4400498095831509
+ },
+ {
+ "train_step": 7540,
+ "loss": 0.5904275933017383,
+ "clean_loss": 0.5925456238861425,
+ "noisy_loss_mean": 0.5897215831069369
+ },
+ {
+ "train_step": 7541,
+ "loss": 0.4259917446022319,
+ "clean_loss": 0.41925127020922554,
+ "noisy_loss_mean": 0.4282385693999006
+ },
+ {
+ "train_step": 7542,
+ "loss": 0.667194386322197,
+ "clean_loss": 0.6681517576659541,
+ "noisy_loss_mean": 0.6668752625409446
+ },
+ {
+ "train_step": 7543,
+ "loss": 0.5574621930718091,
+ "clean_loss": 0.5697562019113139,
+ "noisy_loss_mean": 0.5533641901253076
+ },
+ {
+ "train_step": 7544,
+ "loss": 0.7270845801374006,
+ "clean_loss": 0.7172426502242474,
+ "noisy_loss_mean": 0.730365223441785
+ },
+ {
+ "train_step": 7545,
+ "loss": 0.4250477288642661,
+ "clean_loss": 0.4271199359837708,
+ "noisy_loss_mean": 0.4243569931577646
+ },
+ {
+ "train_step": 7546,
+ "loss": 0.47052439703271703,
+ "clean_loss": 0.4702587013413039,
+ "noisy_loss_mean": 0.4706129622631881
+ },
+ {
+ "train_step": 7547,
+ "loss": 0.7536075596103795,
+ "clean_loss": 0.7607374220271017,
+ "noisy_loss_mean": 0.7512309388048054
+ },
+ {
+ "train_step": 7548,
+ "loss": 0.43575005736753036,
+ "clean_loss": 0.42911782501886925,
+ "noisy_loss_mean": 0.43796080148375066
+ },
+ {
+ "train_step": 7549,
+ "loss": 0.513800108407009,
+ "clean_loss": 0.5153149615321807,
+ "noisy_loss_mean": 0.5132951573652851
+ },
+ {
+ "train_step": 7550,
+ "loss": 0.6996958041835525,
+ "clean_loss": 0.7025235332882476,
+ "noisy_loss_mean": 0.6987532278153208
+ },
+ {
+ "train_step": 7551,
+ "loss": 0.5456301778116404,
+ "clean_loss": 0.5457699875602242,
+ "noisy_loss_mean": 0.5455835745621124
+ },
+ {
+ "train_step": 7552,
+ "loss": 0.5645332550135571,
+ "clean_loss": 0.5609143242068294,
+ "noisy_loss_mean": 0.5657395652824664
+ },
+ {
+ "train_step": 7553,
+ "loss": 0.6533279000092296,
+ "clean_loss": 0.6607613413108147,
+ "noisy_loss_mean": 0.6508500862420346
+ },
+ {
+ "train_step": 7554,
+ "loss": 0.4492309460082228,
+ "clean_loss": 0.43400985520827534,
+ "noisy_loss_mean": 0.45430464294153855
+ },
+ {
+ "train_step": 7555,
+ "loss": 0.6514182028855606,
+ "clean_loss": 0.6414019939782507,
+ "noisy_loss_mean": 0.6547569391879974
+ },
+ {
+ "train_step": 7556,
+ "loss": 0.5513252563746324,
+ "clean_loss": 0.5468260377275029,
+ "noisy_loss_mean": 0.5528249959236754
+ },
+ {
+ "train_step": 7557,
+ "loss": 0.9057990912793296,
+ "clean_loss": 0.90310682495903,
+ "noisy_loss_mean": 0.906696513386096
+ },
+ {
+ "train_step": 7558,
+ "loss": 0.4355683477575504,
+ "clean_loss": 0.4357748597200113,
+ "noisy_loss_mean": 0.43549951043673013
+ },
+ {
+ "train_step": 7559,
+ "loss": 0.6423627731181683,
+ "clean_loss": 0.6496378966623727,
+ "noisy_loss_mean": 0.6399377319367668
+ },
+ {
+ "train_step": 7560,
+ "loss": 0.612228592629998,
+ "clean_loss": 0.5917464316549096,
+ "noisy_loss_mean": 0.6190559796216942
+ },
+ {
+ "train_step": 7561,
+ "loss": 0.6691449043283697,
+ "clean_loss": 0.6629205652887624,
+ "noisy_loss_mean": 0.6712196840082388
+ },
+ {
+ "train_step": 7562,
+ "loss": 0.7724646439278503,
+ "clean_loss": 0.7711547541580073,
+ "noisy_loss_mean": 0.7729012738511313
+ },
+ {
+ "train_step": 7563,
+ "loss": 0.6851272412455629,
+ "clean_loss": 0.6807471800698961,
+ "noisy_loss_mean": 0.686587261637452
+ },
+ {
+ "train_step": 7564,
+ "loss": 0.4032227796834379,
+ "clean_loss": 0.39765593276925626,
+ "noisy_loss_mean": 0.4050783953214984
+ },
+ {
+ "train_step": 7565,
+ "loss": 0.46354545366102573,
+ "clean_loss": 0.4728813418900918,
+ "noisy_loss_mean": 0.46043349091800373
+ },
+ {
+ "train_step": 7566,
+ "loss": 0.8173815571254901,
+ "clean_loss": 0.8226550765813228,
+ "noisy_loss_mean": 0.8156237173068792
+ },
+ {
+ "train_step": 7567,
+ "loss": 0.46482891915663205,
+ "clean_loss": 0.46644906210397463,
+ "noisy_loss_mean": 0.4642888715075178
+ },
+ {
+ "train_step": 7568,
+ "loss": 0.37183976092500903,
+ "clean_loss": 0.37659678994009893,
+ "noisy_loss_mean": 0.37025408458664577
+ },
+ {
+ "train_step": 7569,
+ "loss": 0.5067007255122737,
+ "clean_loss": 0.5144266611583806,
+ "noisy_loss_mean": 0.504125413630238
+ },
+ {
+ "train_step": 7570,
+ "loss": 0.5369386492257859,
+ "clean_loss": 0.5302328978724195,
+ "noisy_loss_mean": 0.539173899676908
+ },
+ {
+ "train_step": 7571,
+ "loss": 0.7471343341541539,
+ "clean_loss": 0.7440709628121922,
+ "noisy_loss_mean": 0.7481554579348076
+ },
+ {
+ "train_step": 7572,
+ "loss": 0.538407350043514,
+ "clean_loss": 0.5287952928243406,
+ "noisy_loss_mean": 0.5416113691165718
+ },
+ {
+ "train_step": 7573,
+ "loss": 0.5493228914606412,
+ "clean_loss": 0.5414661570579379,
+ "noisy_loss_mean": 0.5519418029282089
+ },
+ {
+ "train_step": 7574,
+ "loss": 0.5382920416176273,
+ "clean_loss": 0.5411173456486532,
+ "noisy_loss_mean": 0.5373502736072854
+ },
+ {
+ "train_step": 7575,
+ "loss": 0.5296038616560128,
+ "clean_loss": 0.5314948154462593,
+ "noisy_loss_mean": 0.5289735437259308
+ },
+ {
+ "train_step": 7576,
+ "loss": 0.4539692092711024,
+ "clean_loss": 0.44757101614263184,
+ "noisy_loss_mean": 0.4561019403139259
+ },
+ {
+ "train_step": 7577,
+ "loss": 0.4577033423819301,
+ "clean_loss": 0.45650641537613146,
+ "noisy_loss_mean": 0.45810231805052964
+ },
+ {
+ "train_step": 7578,
+ "loss": 0.6671730531650608,
+ "clean_loss": 0.659787926718371,
+ "noisy_loss_mean": 0.6696347619806241
+ },
+ {
+ "train_step": 7579,
+ "loss": 0.4756965434594566,
+ "clean_loss": 0.46869528864980037,
+ "noisy_loss_mean": 0.47803029506267536
+ },
+ {
+ "train_step": 7580,
+ "loss": 0.7432639092162776,
+ "clean_loss": 0.737626585691645,
+ "noisy_loss_mean": 0.7451430170578218
+ },
+ {
+ "train_step": 7581,
+ "loss": 0.6247590028805349,
+ "clean_loss": 0.6189079574884694,
+ "noisy_loss_mean": 0.6267093513445566
+ },
+ {
+ "train_step": 7582,
+ "loss": 0.6925963531856906,
+ "clean_loss": 0.6827871673090258,
+ "noisy_loss_mean": 0.6958660818112454
+ },
+ {
+ "train_step": 7583,
+ "loss": 0.5134328548970943,
+ "clean_loss": 0.5159181855464943,
+ "noisy_loss_mean": 0.5126044113472944
+ },
+ {
+ "train_step": 7584,
+ "loss": 0.7317960856944338,
+ "clean_loss": 0.7217557913523339,
+ "noisy_loss_mean": 0.7351428504751337
+ },
+ {
+ "train_step": 7585,
+ "loss": 0.46338001218534786,
+ "clean_loss": 0.46760801209570385,
+ "noisy_loss_mean": 0.46197067888189586
+ },
+ {
+ "train_step": 7586,
+ "loss": 0.4586336475503495,
+ "clean_loss": 0.4599933954038332,
+ "noisy_loss_mean": 0.45818039826585494
+ },
+ {
+ "train_step": 7587,
+ "loss": 0.5683390532951134,
+ "clean_loss": 0.570007320420304,
+ "noisy_loss_mean": 0.567782964253383
+ },
+ {
+ "train_step": 7588,
+ "loss": 0.6915975262698802,
+ "clean_loss": 0.6827195079516436,
+ "noisy_loss_mean": 0.6945568657092925
+ },
+ {
+ "train_step": 7589,
+ "loss": 0.5716735059225002,
+ "clean_loss": 0.5717089171642441,
+ "noisy_loss_mean": 0.5716617021752523
+ },
+ {
+ "train_step": 7590,
+ "loss": 0.6350776729682192,
+ "clean_loss": 0.6327307542592712,
+ "noisy_loss_mean": 0.6358599792045351
+ },
+ {
+ "train_step": 7591,
+ "loss": 0.5783422191740477,
+ "clean_loss": 0.566842048854979,
+ "noisy_loss_mean": 0.5821756092804039
+ },
+ {
+ "train_step": 7592,
+ "loss": 0.5047180379370122,
+ "clean_loss": 0.5006418581653426,
+ "noisy_loss_mean": 0.5060767645275687
+ },
+ {
+ "train_step": 7593,
+ "loss": 0.49246950332359213,
+ "clean_loss": 0.50005413419277,
+ "noisy_loss_mean": 0.4899412930338662
+ },
+ {
+ "train_step": 7594,
+ "loss": 0.40439011399793684,
+ "clean_loss": 0.40754551496795044,
+ "noisy_loss_mean": 0.40333831367459894
+ },
+ {
+ "train_step": 7595,
+ "loss": 0.6919152012004944,
+ "clean_loss": 0.6939914740769606,
+ "noisy_loss_mean": 0.6912231102416723
+ },
+ {
+ "train_step": 7596,
+ "loss": 0.5312499556047654,
+ "clean_loss": 0.5365543567363527,
+ "noisy_loss_mean": 0.5294818218942362
+ },
+ {
+ "train_step": 7597,
+ "loss": 0.4221096638815472,
+ "clean_loss": 0.41742496076122504,
+ "noisy_loss_mean": 0.42367123158832126
+ },
+ {
+ "train_step": 7598,
+ "loss": 0.8804643017243874,
+ "clean_loss": 0.876647897507926,
+ "noisy_loss_mean": 0.8817364364632079
+ },
+ {
+ "train_step": 7599,
+ "loss": 0.5420201229806088,
+ "clean_loss": 0.5374924463007884,
+ "noisy_loss_mean": 0.5435293485405488
+ },
+ {
+ "train_step": 7600,
+ "loss": 0.6502590972752866,
+ "clean_loss": 0.633448233200642,
+ "noisy_loss_mean": 0.6558627186335015
+ },
+ {
+ "train_step": 7601,
+ "loss": 0.5671259559405738,
+ "clean_loss": 0.5708182701031721,
+ "noisy_loss_mean": 0.565895184553041
+ },
+ {
+ "train_step": 7602,
+ "loss": 0.68424519489704,
+ "clean_loss": 0.6838497643791648,
+ "noisy_loss_mean": 0.6843770050696651
+ },
+ {
+ "train_step": 7603,
+ "loss": 0.784509822858975,
+ "clean_loss": 0.800072784225023,
+ "noisy_loss_mean": 0.7793221690702922
+ },
+ {
+ "train_step": 7604,
+ "loss": 0.6134346758988063,
+ "clean_loss": 0.6012649570209428,
+ "noisy_loss_mean": 0.617491248858094
+ },
+ {
+ "train_step": 7605,
+ "loss": 0.4805505700724019,
+ "clean_loss": 0.4739644544348222,
+ "noisy_loss_mean": 0.4827459419515951
+ },
+ {
+ "train_step": 7606,
+ "loss": 0.3450176445007713,
+ "clean_loss": 0.3416732885698653,
+ "noisy_loss_mean": 0.3461324298110733
+ },
+ {
+ "train_step": 7607,
+ "loss": 0.47774935929390994,
+ "clean_loss": 0.46922718425235926,
+ "noisy_loss_mean": 0.4805900843077601
+ },
+ {
+ "train_step": 7608,
+ "loss": 0.5103789020588092,
+ "clean_loss": 0.5098510693648253,
+ "noisy_loss_mean": 0.510554846290137
+ },
+ {
+ "train_step": 7609,
+ "loss": 0.6334051680078987,
+ "clean_loss": 0.6276411166303627,
+ "noisy_loss_mean": 0.6353265184670773
+ },
+ {
+ "train_step": 7610,
+ "loss": 0.4748155981823357,
+ "clean_loss": 0.4684163733554366,
+ "noisy_loss_mean": 0.47694867312463535
+ },
+ {
+ "train_step": 7611,
+ "loss": 0.5699773190755988,
+ "clean_loss": 0.5696978943733453,
+ "noisy_loss_mean": 0.5700704606430166
+ },
+ {
+ "train_step": 7612,
+ "loss": 0.5782847938036855,
+ "clean_loss": 0.5816295097915577,
+ "noisy_loss_mean": 0.5771698884743947
+ },
+ {
+ "train_step": 7613,
+ "loss": 0.6089327870377241,
+ "clean_loss": 0.6044351355754991,
+ "noisy_loss_mean": 0.6104320041917992
+ },
+ {
+ "train_step": 7614,
+ "loss": 0.46211850742957417,
+ "clean_loss": 0.46088225908012953,
+ "noisy_loss_mean": 0.46253059021272236
+ },
+ {
+ "train_step": 7615,
+ "loss": 0.5704751015547613,
+ "clean_loss": 0.5968199186273693,
+ "noisy_loss_mean": 0.5616934958638921
+ },
+ {
+ "train_step": 7616,
+ "loss": 0.46416333008683347,
+ "clean_loss": 0.467215440761542,
+ "noisy_loss_mean": 0.4631459598619306
+ },
+ {
+ "train_step": 7617,
+ "loss": 0.6118501183553295,
+ "clean_loss": 0.6170630864273273,
+ "noisy_loss_mean": 0.6101124623313302
+ },
+ {
+ "train_step": 7618,
+ "loss": 0.7149397141868676,
+ "clean_loss": 0.7101858181728643,
+ "noisy_loss_mean": 0.7165243461915355
+ },
+ {
+ "train_step": 7619,
+ "loss": 0.28283916065131365,
+ "clean_loss": 0.2830668699974561,
+ "noisy_loss_mean": 0.28276325753593284
+ },
+ {
+ "train_step": 7620,
+ "loss": 0.48451887306568353,
+ "clean_loss": 0.4854881061637391,
+ "noisy_loss_mean": 0.48419579536633167
+ },
+ {
+ "train_step": 7621,
+ "loss": 0.5213731778339756,
+ "clean_loss": 0.5245486717486926,
+ "noisy_loss_mean": 0.5203146798624032
+ },
+ {
+ "train_step": 7622,
+ "loss": 0.4986205875095469,
+ "clean_loss": 0.4811859167115267,
+ "noisy_loss_mean": 0.5044321444422203
+ },
+ {
+ "train_step": 7623,
+ "loss": 0.5048434124935487,
+ "clean_loss": 0.5012862747563062,
+ "noisy_loss_mean": 0.5060291250726294
+ },
+ {
+ "train_step": 7624,
+ "loss": 0.3884070667248266,
+ "clean_loss": 0.3919997604858315,
+ "noisy_loss_mean": 0.387209502137825
+ },
+ {
+ "train_step": 7625,
+ "loss": 0.48872553392721896,
+ "clean_loss": 0.4715679343501994,
+ "noisy_loss_mean": 0.49444473378622544
+ },
+ {
+ "train_step": 7626,
+ "loss": 0.5159734592600352,
+ "clean_loss": 0.5121790567952426,
+ "noisy_loss_mean": 0.5172382600816329
+ },
+ {
+ "train_step": 7627,
+ "loss": 0.6544080351623499,
+ "clean_loss": 0.6672502139780085,
+ "noisy_loss_mean": 0.6501273088904638
+ },
+ {
+ "train_step": 7628,
+ "loss": 0.4925819129716992,
+ "clean_loss": 0.4931493687557773,
+ "noisy_loss_mean": 0.4923927610436732
+ },
+ {
+ "train_step": 7629,
+ "loss": 0.6683893223601671,
+ "clean_loss": 0.6790867686673843,
+ "noisy_loss_mean": 0.6648235069244279
+ },
+ {
+ "train_step": 7630,
+ "loss": 0.5813087125021934,
+ "clean_loss": 0.5678023385562116,
+ "noisy_loss_mean": 0.585810837150854
+ },
+ {
+ "train_step": 7631,
+ "loss": 0.5623516629466817,
+ "clean_loss": 0.5681569314170443,
+ "noisy_loss_mean": 0.5604165734565608
+ },
+ {
+ "train_step": 7632,
+ "loss": 0.6892357512908318,
+ "clean_loss": 0.6886964640836696,
+ "noisy_loss_mean": 0.6894155136932193
+ },
+ {
+ "train_step": 7633,
+ "loss": 0.5991736657078046,
+ "clean_loss": 0.6001803677378841,
+ "noisy_loss_mean": 0.5988380983644449
+ },
+ {
+ "train_step": 7634,
+ "loss": 0.6130979398923428,
+ "clean_loss": 0.6240655919197432,
+ "noisy_loss_mean": 0.6094420558832093
+ },
+ {
+ "train_step": 7635,
+ "loss": 0.6158075794902798,
+ "clean_loss": 0.6142644495690758,
+ "noisy_loss_mean": 0.616321956130681
+ },
+ {
+ "train_step": 7636,
+ "loss": 0.575607618996763,
+ "clean_loss": 0.5573667653438334,
+ "noisy_loss_mean": 0.5816879035477397
+ },
+ {
+ "train_step": 7637,
+ "loss": 0.6530605473338439,
+ "clean_loss": 0.6559870544842525,
+ "noisy_loss_mean": 0.6520850449503743
+ },
+ {
+ "train_step": 7638,
+ "loss": 0.5289285129646002,
+ "clean_loss": 0.5359366217406105,
+ "noisy_loss_mean": 0.5265924767059299
+ },
+ {
+ "train_step": 7639,
+ "loss": 0.5767943499294048,
+ "clean_loss": 0.571055017174078,
+ "noisy_loss_mean": 0.5787074608478471
+ },
+ {
+ "train_step": 7640,
+ "loss": 0.6661693305734266,
+ "clean_loss": 0.6540657163698604,
+ "noisy_loss_mean": 0.6702038686412822
+ },
+ {
+ "train_step": 7641,
+ "loss": 0.6847496431990376,
+ "clean_loss": 0.6997281475595889,
+ "noisy_loss_mean": 0.6797568084121873
+ },
+ {
+ "train_step": 7642,
+ "loss": 0.44706865513529503,
+ "clean_loss": 0.4494314607042188,
+ "noisy_loss_mean": 0.4462810532789871
+ },
+ {
+ "train_step": 7643,
+ "loss": 0.7103193713107292,
+ "clean_loss": 0.7148678351589051,
+ "noisy_loss_mean": 0.7088032166946706
+ },
+ {
+ "train_step": 7644,
+ "loss": 0.42550902678046887,
+ "clean_loss": 0.4264863322970793,
+ "noisy_loss_mean": 0.42518325827493203
+ },
+ {
+ "train_step": 7645,
+ "loss": 0.6777910263937195,
+ "clean_loss": 0.6756870699665622,
+ "noisy_loss_mean": 0.6784923452027719
+ },
+ {
+ "train_step": 7646,
+ "loss": 0.390471301849623,
+ "clean_loss": 0.38920183077538606,
+ "noisy_loss_mean": 0.3908944588743686
+ },
+ {
+ "train_step": 7647,
+ "loss": 0.6861868818801011,
+ "clean_loss": 0.6818422744096784,
+ "noisy_loss_mean": 0.687635084370242
+ },
+ {
+ "train_step": 7648,
+ "loss": 0.48878234585639935,
+ "clean_loss": 0.48192947865666136,
+ "noisy_loss_mean": 0.49106663492297864
+ },
+ {
+ "train_step": 7649,
+ "loss": 0.4434258157367513,
+ "clean_loss": 0.42988854315255565,
+ "noisy_loss_mean": 0.44793823993148313
+ },
+ {
+ "train_step": 7650,
+ "loss": 0.5663237822262334,
+ "clean_loss": 0.5673058977449404,
+ "noisy_loss_mean": 0.5659964103866643
+ },
+ {
+ "train_step": 7651,
+ "loss": 0.641072499995838,
+ "clean_loss": 0.6292107511223588,
+ "noisy_loss_mean": 0.6450264162869978
+ },
+ {
+ "train_step": 7652,
+ "loss": 0.4961379039668037,
+ "clean_loss": 0.4924855781232047,
+ "noisy_loss_mean": 0.49735534591467
+ },
+ {
+ "train_step": 7653,
+ "loss": 0.687725288724184,
+ "clean_loss": 0.6816457361429452,
+ "noisy_loss_mean": 0.6897518062512636
+ },
+ {
+ "train_step": 7654,
+ "loss": 0.6012345538324908,
+ "clean_loss": 0.601592975778978,
+ "noisy_loss_mean": 0.6011150798503284
+ },
+ {
+ "train_step": 7655,
+ "loss": 0.48908140596689503,
+ "clean_loss": 0.4778648614459647,
+ "noisy_loss_mean": 0.4928202541405384
+ },
+ {
+ "train_step": 7656,
+ "loss": 0.6917875728123072,
+ "clean_loss": 0.692229685998689,
+ "noisy_loss_mean": 0.6916402017501798
+ },
+ {
+ "train_step": 7657,
+ "loss": 0.5353012237999126,
+ "clean_loss": 0.5161156631941833,
+ "noisy_loss_mean": 0.5416964106684891
+ },
+ {
+ "train_step": 7658,
+ "loss": 0.47193423632221615,
+ "clean_loss": 0.4736360051392721,
+ "noisy_loss_mean": 0.47136698004986416
+ },
+ {
+ "train_step": 7659,
+ "loss": 0.6934605576934476,
+ "clean_loss": 0.7001622295037858,
+ "noisy_loss_mean": 0.6912266670900015
+ },
+ {
+ "train_step": 7660,
+ "loss": 0.6798956710735254,
+ "clean_loss": 0.6758117336365712,
+ "noisy_loss_mean": 0.6812569835525103
+ },
+ {
+ "train_step": 7661,
+ "loss": 0.714437772647051,
+ "clean_loss": 0.743704356639719,
+ "noisy_loss_mean": 0.7046822446494949
+ },
+ {
+ "train_step": 7662,
+ "loss": 0.6885453700720316,
+ "clean_loss": 0.6959471202482779,
+ "noisy_loss_mean": 0.6860781200132827
+ },
+ {
+ "train_step": 7663,
+ "loss": 0.73548155655542,
+ "clean_loss": 0.7613548474722687,
+ "noisy_loss_mean": 0.7268571262498038
+ },
+ {
+ "train_step": 7664,
+ "loss": 0.6371097220039039,
+ "clean_loss": 0.6239437050853088,
+ "noisy_loss_mean": 0.6414983943101024
+ },
+ {
+ "train_step": 7665,
+ "loss": 0.7754024215957478,
+ "clean_loss": 0.7744326331076635,
+ "noisy_loss_mean": 0.7757256844251094
+ },
+ {
+ "train_step": 7666,
+ "loss": 0.33677980095024623,
+ "clean_loss": 0.3419930397482304,
+ "noisy_loss_mean": 0.33504205468425147
+ },
+ {
+ "train_step": 7667,
+ "loss": 0.7093140402293004,
+ "clean_loss": 0.700093946268609,
+ "noisy_loss_mean": 0.7123874048828643
+ },
+ {
+ "train_step": 7668,
+ "loss": 0.5213861212816306,
+ "clean_loss": 0.52878769382946,
+ "noisy_loss_mean": 0.518918930432354
+ },
+ {
+ "train_step": 7669,
+ "loss": 0.494000232681474,
+ "clean_loss": 0.49788600392694754,
+ "noisy_loss_mean": 0.4927049755996496
+ },
+ {
+ "train_step": 7670,
+ "loss": 0.3345493256188595,
+ "clean_loss": 0.3272226128343571,
+ "noisy_loss_mean": 0.33699156321369367
+ },
+ {
+ "train_step": 7671,
+ "loss": 0.6544672093717381,
+ "clean_loss": 0.6506236357345189,
+ "noisy_loss_mean": 0.6557484005841445
+ },
+ {
+ "train_step": 7672,
+ "loss": 0.5397971978131906,
+ "clean_loss": 0.540234957146102,
+ "noisy_loss_mean": 0.5396512780355532
+ },
+ {
+ "train_step": 7673,
+ "loss": 0.5218844618672411,
+ "clean_loss": 0.5121432414709549,
+ "noisy_loss_mean": 0.5251315353326698
+ },
+ {
+ "train_step": 7674,
+ "loss": 0.6960653370539562,
+ "clean_loss": 0.7058004638670883,
+ "noisy_loss_mean": 0.6928202947829122
+ },
+ {
+ "train_step": 7675,
+ "loss": 0.3669498867854174,
+ "clean_loss": 0.3735609471930541,
+ "noisy_loss_mean": 0.36474619998287183
+ },
+ {
+ "train_step": 7676,
+ "loss": 0.6117821940099857,
+ "clean_loss": 0.6076903828482514,
+ "noisy_loss_mean": 0.613146131063897
+ },
+ {
+ "train_step": 7677,
+ "loss": 0.6503254946988228,
+ "clean_loss": 0.6327731388324176,
+ "noisy_loss_mean": 0.6561762799876245
+ },
+ {
+ "train_step": 7678,
+ "loss": 0.5394945649202892,
+ "clean_loss": 0.538108389624057,
+ "noisy_loss_mean": 0.5399566233523666
+ },
+ {
+ "train_step": 7679,
+ "loss": 0.41988931611717595,
+ "clean_loss": 0.42207898933330806,
+ "noisy_loss_mean": 0.419159425045132
+ },
+ {
+ "train_step": 7680,
+ "loss": 0.5383433417527657,
+ "clean_loss": 0.5313302003438827,
+ "noisy_loss_mean": 0.5406810555557267
+ },
+ {
+ "train_step": 7681,
+ "loss": 0.3455479928021219,
+ "clean_loss": 0.3315537002446495,
+ "noisy_loss_mean": 0.35021275698794607
+ },
+ {
+ "train_step": 7682,
+ "loss": 0.5937130257901807,
+ "clean_loss": 0.6048069651777797,
+ "noisy_loss_mean": 0.5900150459943144
+ },
+ {
+ "train_step": 7683,
+ "loss": 0.5466642464002434,
+ "clean_loss": 0.5477532739919206,
+ "noisy_loss_mean": 0.5463012372030176
+ },
+ {
+ "train_step": 7684,
+ "loss": 0.751120016660969,
+ "clean_loss": 0.7502434518550599,
+ "noisy_loss_mean": 0.7514122049296054
+ },
+ {
+ "train_step": 7685,
+ "loss": 0.5722273976230594,
+ "clean_loss": 0.5828005450340213,
+ "noisy_loss_mean": 0.5687030151527387
+ },
+ {
+ "train_step": 7686,
+ "loss": 0.7320818053361053,
+ "clean_loss": 0.7247821241194972,
+ "noisy_loss_mean": 0.7345150324083081
+ },
+ {
+ "train_step": 7687,
+ "loss": 0.5673148519818608,
+ "clean_loss": 0.5660923305536982,
+ "noisy_loss_mean": 0.5677223591245818
+ },
+ {
+ "train_step": 7688,
+ "loss": 0.605548443161033,
+ "clean_loss": 0.6033930196393976,
+ "noisy_loss_mean": 0.6062669176682448
+ },
+ {
+ "train_step": 7689,
+ "loss": 0.5765936708511535,
+ "clean_loss": 0.5649399287340322,
+ "noisy_loss_mean": 0.5804782515568606
+ },
+ {
+ "train_step": 7690,
+ "loss": 0.6910982031076878,
+ "clean_loss": 0.6793566725628093,
+ "noisy_loss_mean": 0.6950120466226473
+ },
+ {
+ "train_step": 7691,
+ "loss": 0.26941409106635494,
+ "clean_loss": 0.27058749088900624,
+ "noisy_loss_mean": 0.26902295779213786
+ },
+ {
+ "train_step": 7692,
+ "loss": 0.4766129319613425,
+ "clean_loss": 0.4908568534344647,
+ "noisy_loss_mean": 0.4718649581369685
+ },
+ {
+ "train_step": 7693,
+ "loss": 0.5195325365777524,
+ "clean_loss": 0.512772172261637,
+ "noisy_loss_mean": 0.521785991349791
+ },
+ {
+ "train_step": 7694,
+ "loss": 0.5342393568364194,
+ "clean_loss": 0.5392347376134664,
+ "noisy_loss_mean": 0.5325742299107372
+ },
+ {
+ "train_step": 7695,
+ "loss": 0.5525506681172709,
+ "clean_loss": 0.5541008163685469,
+ "noisy_loss_mean": 0.5520339520335122
+ },
+ {
+ "train_step": 7696,
+ "loss": 0.42173374408657105,
+ "clean_loss": 0.4229672028215867,
+ "noisy_loss_mean": 0.4213225911748992
+ },
+ {
+ "train_step": 7697,
+ "loss": 0.4749356993137099,
+ "clean_loss": 0.4771256960660381,
+ "noisy_loss_mean": 0.47420570039626714
+ },
+ {
+ "train_step": 7698,
+ "loss": 0.8571415231789743,
+ "clean_loss": 0.8270061204964909,
+ "noisy_loss_mean": 0.8671866574064686
+ },
+ {
+ "train_step": 7699,
+ "loss": 0.5318039294576031,
+ "clean_loss": 0.5394767432512024,
+ "noisy_loss_mean": 0.5292463248597367
+ },
+ {
+ "train_step": 7700,
+ "loss": 0.5069160511432066,
+ "clean_loss": 0.5200701360657211,
+ "noisy_loss_mean": 0.5025313561690351
+ },
+ {
+ "train_step": 7701,
+ "loss": 0.8910394920039532,
+ "clean_loss": 0.8863674857882676,
+ "noisy_loss_mean": 0.8925968274091817
+ },
+ {
+ "train_step": 7702,
+ "loss": 0.7092267601647168,
+ "clean_loss": 0.6944439600291512,
+ "noisy_loss_mean": 0.7141543602099052
+ },
+ {
+ "train_step": 7703,
+ "loss": 0.4946045596691967,
+ "clean_loss": 0.4949072669812573,
+ "noisy_loss_mean": 0.49450365723184314
+ },
+ {
+ "train_step": 7704,
+ "loss": 0.6006572278138231,
+ "clean_loss": 0.607941527233977,
+ "noisy_loss_mean": 0.5982291280071051
+ },
+ {
+ "train_step": 7705,
+ "loss": 0.6256310443045465,
+ "clean_loss": 0.6258998856557022,
+ "noisy_loss_mean": 0.625541430520828
+ },
+ {
+ "train_step": 7706,
+ "loss": 0.5239664235709862,
+ "clean_loss": 0.521779043201242,
+ "noisy_loss_mean": 0.5246955503609009
+ },
+ {
+ "train_step": 7707,
+ "loss": 0.5682208694604955,
+ "clean_loss": 0.5725759469445357,
+ "noisy_loss_mean": 0.5667691769658154
+ },
+ {
+ "train_step": 7708,
+ "loss": 0.5856233321744393,
+ "clean_loss": 0.5593845080394113,
+ "noisy_loss_mean": 0.5943696068861153
+ },
+ {
+ "train_step": 7709,
+ "loss": 0.7533712583678296,
+ "clean_loss": 0.7536684990121962,
+ "noisy_loss_mean": 0.7532721781530408
+ },
+ {
+ "train_step": 7710,
+ "loss": 0.5465364144749048,
+ "clean_loss": 0.5722560138979664,
+ "noisy_loss_mean": 0.5379632146672176
+ },
+ {
+ "train_step": 7711,
+ "loss": 0.6795179705647575,
+ "clean_loss": 0.6909798054580298,
+ "noisy_loss_mean": 0.6756973589336668
+ },
+ {
+ "train_step": 7712,
+ "loss": 0.538653146085007,
+ "clean_loss": 0.5309091055154731,
+ "noisy_loss_mean": 0.5412344929415184
+ },
+ {
+ "train_step": 7713,
+ "loss": 0.6594267946681597,
+ "clean_loss": 0.653859239685373,
+ "noisy_loss_mean": 0.6612826463290886
+ },
+ {
+ "train_step": 7714,
+ "loss": 0.5694397590128728,
+ "clean_loss": 0.5733510084850643,
+ "noisy_loss_mean": 0.5681360091888091
+ },
+ {
+ "train_step": 7715,
+ "loss": 0.4860889628610205,
+ "clean_loss": 0.49255088693822674,
+ "noisy_loss_mean": 0.4839349881686184
+ },
+ {
+ "train_step": 7716,
+ "loss": 0.5121230796561888,
+ "clean_loss": 0.5161293745026895,
+ "noisy_loss_mean": 0.5107876480406884
+ },
+ {
+ "train_step": 7717,
+ "loss": 0.4181193155353351,
+ "clean_loss": 0.42850908397952503,
+ "noisy_loss_mean": 0.41465605938727185
+ },
+ {
+ "train_step": 7718,
+ "loss": 0.6630346140204332,
+ "clean_loss": 0.667039716381647,
+ "noisy_loss_mean": 0.6616995799000285
+ },
+ {
+ "train_step": 7719,
+ "loss": 0.45186186780367443,
+ "clean_loss": 0.46062400322526315,
+ "noisy_loss_mean": 0.44894115599647816
+ },
+ {
+ "train_step": 7720,
+ "loss": 0.7353561128378555,
+ "clean_loss": 0.7288078730330091,
+ "noisy_loss_mean": 0.7375388594394711
+ },
+ {
+ "train_step": 7721,
+ "loss": 0.5428885448212935,
+ "clean_loss": 0.5150698510222501,
+ "noisy_loss_mean": 0.5521614427543078
+ },
+ {
+ "train_step": 7722,
+ "loss": 0.6504161068597114,
+ "clean_loss": 0.6377948960663545,
+ "noisy_loss_mean": 0.6546231771241636
+ },
+ {
+ "train_step": 7723,
+ "loss": 0.6129273216918856,
+ "clean_loss": 0.6168080636975295,
+ "noisy_loss_mean": 0.6116337410233377
+ },
+ {
+ "train_step": 7724,
+ "loss": 0.39247118180518786,
+ "clean_loss": 0.3905726211174643,
+ "noisy_loss_mean": 0.3931040353677624
+ },
+ {
+ "train_step": 7725,
+ "loss": 0.5006834437897418,
+ "clean_loss": 0.5050079445956724,
+ "noisy_loss_mean": 0.49924194352109835
+ },
+ {
+ "train_step": 7726,
+ "loss": 0.6927300565302904,
+ "clean_loss": 0.6816812268252326,
+ "noisy_loss_mean": 0.6964129997653096
+ },
+ {
+ "train_step": 7727,
+ "loss": 0.7011589545933663,
+ "clean_loss": 0.6878172335062778,
+ "noisy_loss_mean": 0.705606194955729
+ },
+ {
+ "train_step": 7728,
+ "loss": 0.6048350749812865,
+ "clean_loss": 0.6005802110089966,
+ "noisy_loss_mean": 0.6062533629720498
+ },
+ {
+ "train_step": 7729,
+ "loss": 0.7005597715086128,
+ "clean_loss": 0.6996564779868518,
+ "noisy_loss_mean": 0.7008608693491998
+ },
+ {
+ "train_step": 7730,
+ "loss": 0.5102665836642071,
+ "clean_loss": 0.4933436483741977,
+ "noisy_loss_mean": 0.5159075620942102
+ },
+ {
+ "train_step": 7731,
+ "loss": 0.47125141646263285,
+ "clean_loss": 0.4658368218425408,
+ "noisy_loss_mean": 0.47305628133599686
+ },
+ {
+ "train_step": 7732,
+ "loss": 0.5707486814412444,
+ "clean_loss": 0.5756585954667396,
+ "noisy_loss_mean": 0.569112043432746
+ },
+ {
+ "train_step": 7733,
+ "loss": 0.5778428764539365,
+ "clean_loss": 0.5878722785855334,
+ "noisy_loss_mean": 0.5744997424100708
+ },
+ {
+ "train_step": 7734,
+ "loss": 0.4715155907389299,
+ "clean_loss": 0.4659402535470761,
+ "noisy_loss_mean": 0.47337403646954784
+ },
+ {
+ "train_step": 7735,
+ "loss": 0.4205278624899922,
+ "clean_loss": 0.420541943429095,
+ "noisy_loss_mean": 0.4205231688436246
+ },
+ {
+ "train_step": 7736,
+ "loss": 0.4476557069237898,
+ "clean_loss": 0.4477603440540957,
+ "noisy_loss_mean": 0.44762082788035445
+ },
+ {
+ "train_step": 7737,
+ "loss": 0.4333904469937593,
+ "clean_loss": 0.42591821090812,
+ "noisy_loss_mean": 0.435881192355639
+ },
+ {
+ "train_step": 7738,
+ "loss": 0.6218440711143303,
+ "clean_loss": 0.6410778449187909,
+ "noisy_loss_mean": 0.6154328131795099
+ },
+ {
+ "train_step": 7739,
+ "loss": 0.7746718276508133,
+ "clean_loss": 0.7718728079376439,
+ "noisy_loss_mean": 0.7756048342218699
+ },
+ {
+ "train_step": 7740,
+ "loss": 0.669404924859998,
+ "clean_loss": 0.6753340834104191,
+ "noisy_loss_mean": 0.6674285386765244
+ },
+ {
+ "train_step": 7741,
+ "loss": 0.4568550494694987,
+ "clean_loss": 0.45426635199369614,
+ "noisy_loss_mean": 0.4577179486280995
+ },
+ {
+ "train_step": 7742,
+ "loss": 0.564572419410178,
+ "clean_loss": 0.5633179601907339,
+ "noisy_loss_mean": 0.5649905724833261
+ },
+ {
+ "train_step": 7743,
+ "loss": 0.3494304176920112,
+ "clean_loss": 0.3489739942930256,
+ "noisy_loss_mean": 0.3495825588250064
+ },
+ {
+ "train_step": 7744,
+ "loss": 0.583149320742894,
+ "clean_loss": 0.6004479036804744,
+ "noisy_loss_mean": 0.5773831264303673
+ },
+ {
+ "train_step": 7745,
+ "loss": 0.7674048512180501,
+ "clean_loss": 0.7628662568920974,
+ "noisy_loss_mean": 0.7689177159933677
+ },
+ {
+ "train_step": 7746,
+ "loss": 0.5064567238853188,
+ "clean_loss": 0.5065505478017445,
+ "noisy_loss_mean": 0.5064254492465102
+ },
+ {
+ "train_step": 7747,
+ "loss": 0.549198078679042,
+ "clean_loss": 0.5408154931607332,
+ "noisy_loss_mean": 0.5519922738518117
+ },
+ {
+ "train_step": 7748,
+ "loss": 0.5466192096386293,
+ "clean_loss": 0.5487062769884284,
+ "noisy_loss_mean": 0.5459235205220295
+ },
+ {
+ "train_step": 7749,
+ "loss": 0.5029383383316781,
+ "clean_loss": 0.4995006904841113,
+ "noisy_loss_mean": 0.5040842209475338
+ },
+ {
+ "train_step": 7750,
+ "loss": 0.4919831061393044,
+ "clean_loss": 0.49477997756796893,
+ "noisy_loss_mean": 0.49105081566308284
+ },
+ {
+ "train_step": 7751,
+ "loss": 0.44061979947753704,
+ "clean_loss": 0.4336185103672869,
+ "noisy_loss_mean": 0.4429535625142871
+ },
+ {
+ "train_step": 7752,
+ "loss": 0.5412028361256405,
+ "clean_loss": 0.5175471440875745,
+ "noisy_loss_mean": 0.5490880668049959
+ },
+ {
+ "train_step": 7753,
+ "loss": 0.4644268985706348,
+ "clean_loss": 0.4656596922052979,
+ "noisy_loss_mean": 0.4640159673590804
+ },
+ {
+ "train_step": 7754,
+ "loss": 0.7326064485659556,
+ "clean_loss": 0.7297706765895592,
+ "noisy_loss_mean": 0.7335517058914208
+ },
+ {
+ "train_step": 7755,
+ "loss": 0.42422721914774186,
+ "clean_loss": 0.43022322842021715,
+ "noisy_loss_mean": 0.42222854939025006
+ },
+ {
+ "train_step": 7756,
+ "loss": 0.5312948577645454,
+ "clean_loss": 0.5282833602875576,
+ "noisy_loss_mean": 0.5322986902568747
+ },
+ {
+ "train_step": 7757,
+ "loss": 0.4110074660235503,
+ "clean_loss": 0.39873385602370764,
+ "noisy_loss_mean": 0.4150986693568312
+ },
+ {
+ "train_step": 7758,
+ "loss": 0.651323448345795,
+ "clean_loss": 0.6501187824802909,
+ "noisy_loss_mean": 0.6517250036342963
+ },
+ {
+ "train_step": 7759,
+ "loss": 0.8002465263196844,
+ "clean_loss": 0.7943675782934516,
+ "noisy_loss_mean": 0.802206175661762
+ },
+ {
+ "train_step": 7760,
+ "loss": 0.5450826763606562,
+ "clean_loss": 0.5461732598254716,
+ "noisy_loss_mean": 0.5447191485390509
+ },
+ {
+ "train_step": 7761,
+ "loss": 0.6833449817385613,
+ "clean_loss": 0.6832381359246702,
+ "noisy_loss_mean": 0.6833805970098584
+ },
+ {
+ "train_step": 7762,
+ "loss": 0.38126675306646685,
+ "clean_loss": 0.38320046327273843,
+ "noisy_loss_mean": 0.38062218299770967
+ },
+ {
+ "train_step": 7763,
+ "loss": 0.5047624960718831,
+ "clean_loss": 0.49794308522492275,
+ "noisy_loss_mean": 0.5070356330208697
+ },
+ {
+ "train_step": 7764,
+ "loss": 0.5162133368386678,
+ "clean_loss": 0.5151683200061784,
+ "noisy_loss_mean": 0.5165616757828309
+ },
+ {
+ "train_step": 7765,
+ "loss": 0.5108096850795067,
+ "clean_loss": 0.5122162163028102,
+ "noisy_loss_mean": 0.5103408413384057
+ },
+ {
+ "train_step": 7766,
+ "loss": 0.4549594749529131,
+ "clean_loss": 0.4497925952287424,
+ "noisy_loss_mean": 0.4566817681943034
+ },
+ {
+ "train_step": 7767,
+ "loss": 0.6395268845143571,
+ "clean_loss": 0.6273128121801655,
+ "noisy_loss_mean": 0.6435982419590877
+ },
+ {
+ "train_step": 7768,
+ "loss": 0.4023738555339269,
+ "clean_loss": 0.40212762975785554,
+ "noisy_loss_mean": 0.4024559307926174
+ },
+ {
+ "train_step": 7769,
+ "loss": 0.5728840634499452,
+ "clean_loss": 0.5737800962632457,
+ "noisy_loss_mean": 0.5725853858455118
+ },
+ {
+ "train_step": 7770,
+ "loss": 0.5514282945910769,
+ "clean_loss": 0.5415037052931333,
+ "noisy_loss_mean": 0.5547364910237248
+ },
+ {
+ "train_step": 7771,
+ "loss": 0.4840443608109687,
+ "clean_loss": 0.47737157041326206,
+ "noisy_loss_mean": 0.48626862427687084
+ },
+ {
+ "train_step": 7772,
+ "loss": 0.42948471542401956,
+ "clean_loss": 0.44103916562441575,
+ "noisy_loss_mean": 0.4256332320238874
+ },
+ {
+ "train_step": 7773,
+ "loss": 0.6084464411896471,
+ "clean_loss": 0.6118849120360448,
+ "noisy_loss_mean": 0.6073002842408477
+ },
+ {
+ "train_step": 7774,
+ "loss": 0.7316309215359427,
+ "clean_loss": 0.7291771692635829,
+ "noisy_loss_mean": 0.7324488389600626
+ },
+ {
+ "train_step": 7775,
+ "loss": 0.5107959779243423,
+ "clean_loss": 0.5143695349885717,
+ "noisy_loss_mean": 0.5096047922362658
+ },
+ {
+ "train_step": 7776,
+ "loss": 0.8038165088359884,
+ "clean_loss": 0.8073358316775328,
+ "noisy_loss_mean": 0.8026434012221403
+ },
+ {
+ "train_step": 7777,
+ "loss": 0.7071503925133475,
+ "clean_loss": 0.7010067217312995,
+ "noisy_loss_mean": 0.7091982827740301
+ },
+ {
+ "train_step": 7778,
+ "loss": 0.7732059713513175,
+ "clean_loss": 0.7748753876156486,
+ "noisy_loss_mean": 0.7726494992632071
+ },
+ {
+ "train_step": 7779,
+ "loss": 0.4553359994881673,
+ "clean_loss": 0.4498460107974061,
+ "noisy_loss_mean": 0.4571659957184209
+ },
+ {
+ "train_step": 7780,
+ "loss": 0.39938520675179445,
+ "clean_loss": 0.418337973594595,
+ "noisy_loss_mean": 0.3930676178041943
+ },
+ {
+ "train_step": 7781,
+ "loss": 0.5612558388359923,
+ "clean_loss": 0.5596329393512918,
+ "noisy_loss_mean": 0.5617968053308923
+ },
+ {
+ "train_step": 7782,
+ "loss": 0.4960333051863691,
+ "clean_loss": 0.4970680866691857,
+ "noisy_loss_mean": 0.49568837802543025
+ },
+ {
+ "train_step": 7783,
+ "loss": 0.4522643152948421,
+ "clean_loss": 0.4498180153052708,
+ "noisy_loss_mean": 0.4530797486246992
+ },
+ {
+ "train_step": 7784,
+ "loss": 0.4991112503775038,
+ "clean_loss": 0.49912078914910984,
+ "noisy_loss_mean": 0.49910807078696845
+ },
+ {
+ "train_step": 7785,
+ "loss": 0.44081117778383233,
+ "clean_loss": 0.4522670521079002,
+ "noisy_loss_mean": 0.436992553009143
+ },
+ {
+ "train_step": 7786,
+ "loss": 0.46042692376280187,
+ "clean_loss": 0.46359873832334453,
+ "noisy_loss_mean": 0.45936965224262094
+ },
+ {
+ "train_step": 7787,
+ "loss": 0.6829110443280277,
+ "clean_loss": 0.6654733714638436,
+ "noisy_loss_mean": 0.6887236019494226
+ },
+ {
+ "train_step": 7788,
+ "loss": 0.6587895166458688,
+ "clean_loss": 0.6518364068108289,
+ "noisy_loss_mean": 0.6611072199242155
+ },
+ {
+ "train_step": 7789,
+ "loss": 0.29560568068091514,
+ "clean_loss": 0.2987453954312382,
+ "noisy_loss_mean": 0.2945591090974741
+ },
+ {
+ "train_step": 7790,
+ "loss": 0.9072545082295997,
+ "clean_loss": 0.9085807649138916,
+ "noisy_loss_mean": 0.9068124226681692
+ },
+ {
+ "train_step": 7791,
+ "loss": 0.49039247933162966,
+ "clean_loss": 0.49639362803309955,
+ "noisy_loss_mean": 0.4883920964311397
+ },
+ {
+ "train_step": 7792,
+ "loss": 0.4633702836423149,
+ "clean_loss": 0.46491299930124763,
+ "noisy_loss_mean": 0.46285604508933736
+ },
+ {
+ "train_step": 7793,
+ "loss": 0.6169488640874932,
+ "clean_loss": 0.6218634309782173,
+ "noisy_loss_mean": 0.6153106751239185
+ },
+ {
+ "train_step": 7794,
+ "loss": 0.42928085535618904,
+ "clean_loss": 0.4276725316611403,
+ "noisy_loss_mean": 0.4298169632545386
+ },
+ {
+ "train_step": 7795,
+ "loss": 0.5741800315763099,
+ "clean_loss": 0.5401294676263492,
+ "noisy_loss_mean": 0.58553021955963
+ },
+ {
+ "train_step": 7796,
+ "loss": 0.730620304350994,
+ "clean_loss": 0.7281878698787545,
+ "noisy_loss_mean": 0.7314311158417405
+ },
+ {
+ "train_step": 7797,
+ "loss": 0.5090154166458962,
+ "clean_loss": 0.510873080875806,
+ "noisy_loss_mean": 0.5083961952359263
+ },
+ {
+ "train_step": 7798,
+ "loss": 0.4732796282446264,
+ "clean_loss": 0.4585089198822071,
+ "noisy_loss_mean": 0.4782031976987661
+ },
+ {
+ "train_step": 7799,
+ "loss": 0.5042161401700735,
+ "clean_loss": 0.49933283179495963,
+ "noisy_loss_mean": 0.5058439096284449
+ },
+ {
+ "train_step": 7800,
+ "loss": 0.511940772341479,
+ "clean_loss": 0.5017079804626159,
+ "noisy_loss_mean": 0.5153517029677667
+ },
+ {
+ "train_step": 7801,
+ "loss": 0.5509345252304012,
+ "clean_loss": 0.5431253773192765,
+ "noisy_loss_mean": 0.5535375745341096
+ },
+ {
+ "train_step": 7802,
+ "loss": 0.5376088738876184,
+ "clean_loss": 0.5370237422748614,
+ "noisy_loss_mean": 0.5378039177585373
+ },
+ {
+ "train_step": 7803,
+ "loss": 0.3867475080084211,
+ "clean_loss": 0.39244493243229694,
+ "noisy_loss_mean": 0.38484836653379584
+ },
+ {
+ "train_step": 7804,
+ "loss": 0.39082637508806295,
+ "clean_loss": 0.3936593639139839,
+ "noisy_loss_mean": 0.3898820454794227
+ },
+ {
+ "train_step": 7805,
+ "loss": 0.5697124366827241,
+ "clean_loss": 0.5747577403318177,
+ "noisy_loss_mean": 0.5680306687996929
+ },
+ {
+ "train_step": 7806,
+ "loss": 0.4321750408332435,
+ "clean_loss": 0.4317161718720128,
+ "noisy_loss_mean": 0.4323279971536538
+ },
+ {
+ "train_step": 7807,
+ "loss": 0.7340322556413065,
+ "clean_loss": 0.7382246968921081,
+ "noisy_loss_mean": 0.7326347752243726
+ },
+ {
+ "train_step": 7808,
+ "loss": 0.46046131232648024,
+ "clean_loss": 0.4636751240366292,
+ "noisy_loss_mean": 0.45939004175643056
+ },
+ {
+ "train_step": 7809,
+ "loss": 0.8400615702903007,
+ "clean_loss": 0.8341440476699885,
+ "noisy_loss_mean": 0.8420340778304047
+ },
+ {
+ "train_step": 7810,
+ "loss": 0.4892167503748154,
+ "clean_loss": 0.4928449475736167,
+ "noisy_loss_mean": 0.48800735130854833
+ },
+ {
+ "train_step": 7811,
+ "loss": 0.6120929145680816,
+ "clean_loss": 0.6105496202748626,
+ "noisy_loss_mean": 0.6126073459991547
+ },
+ {
+ "train_step": 7812,
+ "loss": 0.5415475727365386,
+ "clean_loss": 0.5326707081708335,
+ "noisy_loss_mean": 0.5445065275917739
+ },
+ {
+ "train_step": 7813,
+ "loss": 0.5310453177062413,
+ "clean_loss": 0.5059143262798164,
+ "noisy_loss_mean": 0.5394223148483829
+ },
+ {
+ "train_step": 7814,
+ "loss": 0.6154530735708112,
+ "clean_loss": 0.6083518541766455,
+ "noisy_loss_mean": 0.6178201467021998
+ },
+ {
+ "train_step": 7815,
+ "loss": 0.45363770509374673,
+ "clean_loss": 0.45948488527144343,
+ "noisy_loss_mean": 0.4516886450345145
+ },
+ {
+ "train_step": 7816,
+ "loss": 0.5017819837151726,
+ "clean_loss": 0.5062996862417687,
+ "noisy_loss_mean": 0.5002760828729739
+ },
+ {
+ "train_step": 7817,
+ "loss": 0.5544286832723708,
+ "clean_loss": 0.5583637567444129,
+ "noisy_loss_mean": 0.5531169921150234
+ },
+ {
+ "train_step": 7818,
+ "loss": 0.7473918497084144,
+ "clean_loss": 0.75295775598119,
+ "noisy_loss_mean": 0.7455365476174892
+ },
+ {
+ "train_step": 7819,
+ "loss": 0.6688004035572656,
+ "clean_loss": 0.6647019488683116,
+ "noisy_loss_mean": 0.6701665551202503
+ },
+ {
+ "train_step": 7820,
+ "loss": 0.624977357266382,
+ "clean_loss": 0.6208335889366468,
+ "noisy_loss_mean": 0.6263586133762938
+ },
+ {
+ "train_step": 7821,
+ "loss": 0.5771291151494256,
+ "clean_loss": 0.5886529899935303,
+ "noisy_loss_mean": 0.573287823534724
+ },
+ {
+ "train_step": 7822,
+ "loss": 0.37231193538900353,
+ "clean_loss": 0.36989803123353354,
+ "noisy_loss_mean": 0.3731165701074936
+ },
+ {
+ "train_step": 7823,
+ "loss": 0.8429708586735829,
+ "clean_loss": 1.051315739877391,
+ "noisy_loss_mean": 0.7735225649389803
+ },
+ {
+ "train_step": 7824,
+ "loss": 0.2822723668529688,
+ "clean_loss": 0.2911483078999363,
+ "noisy_loss_mean": 0.27931371983731296
+ },
+ {
+ "train_step": 7825,
+ "loss": 0.4992687162672907,
+ "clean_loss": 0.5017010115903346,
+ "noisy_loss_mean": 0.49845795115960945
+ },
+ {
+ "train_step": 7826,
+ "loss": 0.5485521652038593,
+ "clean_loss": 0.5444376725211387,
+ "noisy_loss_mean": 0.5499236627647661
+ },
+ {
+ "train_step": 7827,
+ "loss": 0.7365065944765672,
+ "clean_loss": 0.7255643489723967,
+ "noisy_loss_mean": 0.7401540096446241
+ },
+ {
+ "train_step": 7828,
+ "loss": 0.6916989314582722,
+ "clean_loss": 0.688624294954002,
+ "noisy_loss_mean": 0.6927238102930291
+ },
+ {
+ "train_step": 7829,
+ "loss": 0.62554348434949,
+ "clean_loss": 0.6361100216157227,
+ "noisy_loss_mean": 0.6220213052607457
+ },
+ {
+ "train_step": 7830,
+ "loss": 0.44285567732037623,
+ "clean_loss": 0.4428858174328445,
+ "noisy_loss_mean": 0.4428456306162201
+ },
+ {
+ "train_step": 7831,
+ "loss": 0.2973489542797192,
+ "clean_loss": 0.3005382918774291,
+ "noisy_loss_mean": 0.29628584174714917
+ },
+ {
+ "train_step": 7832,
+ "loss": 0.5271183142761131,
+ "clean_loss": 0.5189169651852054,
+ "noisy_loss_mean": 0.5298520973064157
+ },
+ {
+ "train_step": 7833,
+ "loss": 0.6459912065163569,
+ "clean_loss": 0.6476124110218056,
+ "noisy_loss_mean": 0.6454508050145407
+ },
+ {
+ "train_step": 7834,
+ "loss": 0.5779599029546807,
+ "clean_loss": 0.5823194322965055,
+ "noisy_loss_mean": 0.5765067265074058
+ },
+ {
+ "train_step": 7835,
+ "loss": 0.6039046874937598,
+ "clean_loss": 0.6238203340712327,
+ "noisy_loss_mean": 0.5972661386346022
+ },
+ {
+ "train_step": 7836,
+ "loss": 0.6313471970998042,
+ "clean_loss": 0.633210993465009,
+ "noisy_loss_mean": 0.630725931644736
+ },
+ {
+ "train_step": 7837,
+ "loss": 0.5633483003449034,
+ "clean_loss": 0.5662160012984093,
+ "noisy_loss_mean": 0.562392400027068
+ },
+ {
+ "train_step": 7838,
+ "loss": 0.4289823833750188,
+ "clean_loss": 0.4277650209889306,
+ "noisy_loss_mean": 0.4293881708370482
+ },
+ {
+ "train_step": 7839,
+ "loss": 0.37718312135110654,
+ "clean_loss": 0.3813650897236277,
+ "noisy_loss_mean": 0.3757891318935995
+ },
+ {
+ "train_step": 7840,
+ "loss": 0.6245294000263901,
+ "clean_loss": 0.6208232964212904,
+ "noisy_loss_mean": 0.6257647678947567
+ },
+ {
+ "train_step": 7841,
+ "loss": 0.5206391708695566,
+ "clean_loss": 0.5220743672410579,
+ "noisy_loss_mean": 0.520160772079056
+ },
+ {
+ "train_step": 7842,
+ "loss": 0.5264010840158753,
+ "clean_loss": 0.5287462551552898,
+ "noisy_loss_mean": 0.5256193603027371
+ },
+ {
+ "train_step": 7843,
+ "loss": 0.3992488457535769,
+ "clean_loss": 0.40014387965786496,
+ "noisy_loss_mean": 0.3989505011188142
+ },
+ {
+ "train_step": 7844,
+ "loss": 0.684139115426396,
+ "clean_loss": 0.6798087204729153,
+ "noisy_loss_mean": 0.6855825804108896
+ },
+ {
+ "train_step": 7845,
+ "loss": 0.4507198122600254,
+ "clean_loss": 0.4457976171489649,
+ "noisy_loss_mean": 0.4523605439637122
+ },
+ {
+ "train_step": 7846,
+ "loss": 0.49029964975046625,
+ "clean_loss": 0.49029788386599205,
+ "noisy_loss_mean": 0.49030023837862435
+ },
+ {
+ "train_step": 7847,
+ "loss": 0.5518920765065696,
+ "clean_loss": 0.5531777478333342,
+ "noisy_loss_mean": 0.551463519397648
+ },
+ {
+ "train_step": 7848,
+ "loss": 0.26978770845612565,
+ "clean_loss": 0.26418925237859814,
+ "noisy_loss_mean": 0.2716538604819681
+ },
+ {
+ "train_step": 7849,
+ "loss": 0.7912056348675929,
+ "clean_loss": 0.7821184831031698,
+ "noisy_loss_mean": 0.7942346854557338
+ },
+ {
+ "train_step": 7850,
+ "loss": 0.53233756947053,
+ "clean_loss": 0.5385750293281495,
+ "noisy_loss_mean": 0.5302584161846569
+ },
+ {
+ "train_step": 7851,
+ "loss": 0.40473473661066095,
+ "clean_loss": 0.40226338382368837,
+ "noisy_loss_mean": 0.4055585208729851
+ },
+ {
+ "train_step": 7852,
+ "loss": 0.5283018580614547,
+ "clean_loss": 0.5435778384836185,
+ "noisy_loss_mean": 0.5232098645874003
+ },
+ {
+ "train_step": 7853,
+ "loss": 0.5724372509954903,
+ "clean_loss": 0.5786294540658619,
+ "noisy_loss_mean": 0.5703731833053662
+ },
+ {
+ "train_step": 7854,
+ "loss": 0.5529676406392489,
+ "clean_loss": 0.5421225432231704,
+ "noisy_loss_mean": 0.556582673111275
+ },
+ {
+ "train_step": 7855,
+ "loss": 0.42978350591617964,
+ "clean_loss": 0.42828261934807377,
+ "noisy_loss_mean": 0.4302838014388816
+ },
+ {
+ "train_step": 7856,
+ "loss": 0.5585232032910881,
+ "clean_loss": 0.5661173465963886,
+ "noisy_loss_mean": 0.5559918221893212
+ },
+ {
+ "train_step": 7857,
+ "loss": 0.4357701561789342,
+ "clean_loss": 0.4291412698064203,
+ "noisy_loss_mean": 0.4379797849697722
+ },
+ {
+ "train_step": 7858,
+ "loss": 0.585493005740523,
+ "clean_loss": 0.5802445882932175,
+ "noisy_loss_mean": 0.587242478222958
+ },
+ {
+ "train_step": 7859,
+ "loss": 0.4402981713733276,
+ "clean_loss": 0.4458897549343908,
+ "noisy_loss_mean": 0.4384343101863066
+ },
+ {
+ "train_step": 7860,
+ "loss": 0.5762174333536939,
+ "clean_loss": 0.5700356644742798,
+ "noisy_loss_mean": 0.5782780229801654
+ },
+ {
+ "train_step": 7861,
+ "loss": 0.5938173840553684,
+ "clean_loss": 0.5957189746468632,
+ "noisy_loss_mean": 0.5931835205248701
+ },
+ {
+ "train_step": 7862,
+ "loss": 0.5235772871060005,
+ "clean_loss": 0.5228161343898692,
+ "noisy_loss_mean": 0.5238310046780442
+ },
+ {
+ "train_step": 7863,
+ "loss": 0.5857828824617322,
+ "clean_loss": 0.5768826017355704,
+ "noisy_loss_mean": 0.588749642703786
+ },
+ {
+ "train_step": 7864,
+ "loss": 0.5561454252954334,
+ "clean_loss": 0.5067133547000208,
+ "noisy_loss_mean": 0.572622782160571
+ },
+ {
+ "train_step": 7865,
+ "loss": 0.37366564573291616,
+ "clean_loss": 0.3803675832521731,
+ "noisy_loss_mean": 0.37143166655983045
+ },
+ {
+ "train_step": 7866,
+ "loss": 0.46724374120201595,
+ "clean_loss": 0.46988148340640035,
+ "noisy_loss_mean": 0.4663644938005545
+ },
+ {
+ "train_step": 7867,
+ "loss": 0.48967129236989787,
+ "clean_loss": 0.4870294996881476,
+ "noisy_loss_mean": 0.49055188993048127
+ },
+ {
+ "train_step": 7868,
+ "loss": 0.5221221087632701,
+ "clean_loss": 0.5197845493057275,
+ "noisy_loss_mean": 0.5229012952491178
+ },
+ {
+ "train_step": 7869,
+ "loss": 0.5640806908265377,
+ "clean_loss": 0.5616377746459512,
+ "noisy_loss_mean": 0.5648949962200664
+ },
+ {
+ "train_step": 7870,
+ "loss": 0.4251543661997115,
+ "clean_loss": 0.43956414543102057,
+ "noisy_loss_mean": 0.42035110645594176
+ },
+ {
+ "train_step": 7871,
+ "loss": 0.6393464376350642,
+ "clean_loss": 0.6412715471857149,
+ "noisy_loss_mean": 0.6387047344515139
+ },
+ {
+ "train_step": 7872,
+ "loss": 0.5125324254671106,
+ "clean_loss": 0.503007242223998,
+ "noisy_loss_mean": 0.5157074865481482
+ },
+ {
+ "train_step": 7873,
+ "loss": 0.5803027133180519,
+ "clean_loss": 0.586793148605914,
+ "noisy_loss_mean": 0.5781392348887646
+ },
+ {
+ "train_step": 7874,
+ "loss": 0.4263791974133999,
+ "clean_loss": 0.4234072081058293,
+ "noisy_loss_mean": 0.42736986051592346
+ },
+ {
+ "train_step": 7875,
+ "loss": 0.566117055165509,
+ "clean_loss": 0.5544588698844024,
+ "noisy_loss_mean": 0.570003116925878
+ },
+ {
+ "train_step": 7876,
+ "loss": 0.47063380709651575,
+ "clean_loss": 0.4626807276480224,
+ "noisy_loss_mean": 0.4732848335793469
+ },
+ {
+ "train_step": 7877,
+ "loss": 0.5863306496490976,
+ "clean_loss": 0.5905664942099955,
+ "noisy_loss_mean": 0.5849187014621317
+ },
+ {
+ "train_step": 7878,
+ "loss": 0.5833216344209254,
+ "clean_loss": 0.580596050183381,
+ "noisy_loss_mean": 0.5842301625001068
+ },
+ {
+ "train_step": 7879,
+ "loss": 0.45074502906081626,
+ "clean_loss": 0.45069159612129206,
+ "noisy_loss_mean": 0.45076284004065775
+ },
+ {
+ "train_step": 7880,
+ "loss": 0.7363515903543953,
+ "clean_loss": 0.7356774813021396,
+ "noisy_loss_mean": 0.7365762933718139
+ },
+ {
+ "train_step": 7881,
+ "loss": 0.5443594140797812,
+ "clean_loss": 0.5373058962342451,
+ "noisy_loss_mean": 0.5467105866949599
+ },
+ {
+ "train_step": 7882,
+ "loss": 0.5799431826785699,
+ "clean_loss": 0.5722520556281847,
+ "noisy_loss_mean": 0.582506891695365
+ },
+ {
+ "train_step": 7883,
+ "loss": 0.5758824213302284,
+ "clean_loss": 0.563716227897008,
+ "noisy_loss_mean": 0.5799378191413018
+ },
+ {
+ "train_step": 7884,
+ "loss": 0.34365740450344456,
+ "clean_loss": 0.3470361554827486,
+ "noisy_loss_mean": 0.3425311541770098
+ },
+ {
+ "train_step": 7885,
+ "loss": 0.5677560948894251,
+ "clean_loss": 0.5672360826579843,
+ "noisy_loss_mean": 0.5679294322999054
+ },
+ {
+ "train_step": 7886,
+ "loss": 0.39890093232091417,
+ "clean_loss": 0.3820892903802848,
+ "noisy_loss_mean": 0.4045048129677906
+ },
+ {
+ "train_step": 7887,
+ "loss": 0.4762394797309544,
+ "clean_loss": 0.46811084022878346,
+ "noisy_loss_mean": 0.478949026231678
+ },
+ {
+ "train_step": 7888,
+ "loss": 0.6758307637412502,
+ "clean_loss": 0.6710872379728181,
+ "noisy_loss_mean": 0.6774119389973942
+ },
+ {
+ "train_step": 7889,
+ "loss": 0.5643111710001121,
+ "clean_loss": 0.5645117282893081,
+ "noisy_loss_mean": 0.5642443185703799
+ },
+ {
+ "train_step": 7890,
+ "loss": 0.7724388313532233,
+ "clean_loss": 0.770415895014709,
+ "noisy_loss_mean": 0.7731131434660613
+ },
+ {
+ "train_step": 7891,
+ "loss": 0.7825074199407843,
+ "clean_loss": 0.787955477562039,
+ "noisy_loss_mean": 0.7806914007336992
+ },
+ {
+ "train_step": 7892,
+ "loss": 0.5660809016985809,
+ "clean_loss": 0.5616979845130673,
+ "noisy_loss_mean": 0.5675418740937521
+ },
+ {
+ "train_step": 7893,
+ "loss": 0.555247164726894,
+ "clean_loss": 0.5530137412366931,
+ "noisy_loss_mean": 0.5559916392236275
+ },
+ {
+ "train_step": 7894,
+ "loss": 0.49328712315515105,
+ "clean_loss": 0.4929526468310943,
+ "noisy_loss_mean": 0.49339861526317
+ },
+ {
+ "train_step": 7895,
+ "loss": 0.5272053096421067,
+ "clean_loss": 0.5212940712995197,
+ "noisy_loss_mean": 0.5291757224229691
+ },
+ {
+ "train_step": 7896,
+ "loss": 0.5184143256508623,
+ "clean_loss": 0.507045765620171,
+ "noisy_loss_mean": 0.5222038456610928
+ },
+ {
+ "train_step": 7897,
+ "loss": 0.48146110650296037,
+ "clean_loss": 0.48421860182664855,
+ "noisy_loss_mean": 0.4805419413950643
+ },
+ {
+ "train_step": 7898,
+ "loss": 0.7220232243728625,
+ "clean_loss": 0.7234590766475939,
+ "noisy_loss_mean": 0.7215446069479521
+ },
+ {
+ "train_step": 7899,
+ "loss": 0.33847219393607586,
+ "clean_loss": 0.3467872730447529,
+ "noisy_loss_mean": 0.3357005008998502
+ },
+ {
+ "train_step": 7900,
+ "loss": 0.5359926235289245,
+ "clean_loss": 0.5399503092144254,
+ "noisy_loss_mean": 0.534673394967091
+ },
+ {
+ "train_step": 7901,
+ "loss": 0.45391968964785434,
+ "clean_loss": 0.4773867833654971,
+ "noisy_loss_mean": 0.4460973250753067
+ },
+ {
+ "train_step": 7902,
+ "loss": 0.32156299018355305,
+ "clean_loss": 0.31903542588395783,
+ "noisy_loss_mean": 0.32240551161675146
+ },
+ {
+ "train_step": 7903,
+ "loss": 0.6596165016032954,
+ "clean_loss": 0.65557021185902,
+ "noisy_loss_mean": 0.6609652648513873
+ },
+ {
+ "train_step": 7904,
+ "loss": 0.5680525033980044,
+ "clean_loss": 0.5722542415145061,
+ "noisy_loss_mean": 0.5666519240258371
+ },
+ {
+ "train_step": 7905,
+ "loss": 0.5867330306307146,
+ "clean_loss": 0.5957397912501496,
+ "noisy_loss_mean": 0.5837307770909029
+ },
+ {
+ "train_step": 7906,
+ "loss": 0.42401976195655927,
+ "clean_loss": 0.42783239532584033,
+ "noisy_loss_mean": 0.42274888416679895
+ },
+ {
+ "train_step": 7907,
+ "loss": 0.3760061491523915,
+ "clean_loss": 0.3625846782455397,
+ "noisy_loss_mean": 0.38047997278800877
+ },
+ {
+ "train_step": 7908,
+ "loss": 0.610794703705679,
+ "clean_loss": 0.619387557651938,
+ "noisy_loss_mean": 0.607930419056926
+ },
+ {
+ "train_step": 7909,
+ "loss": 0.5218050267035076,
+ "clean_loss": 0.532742068167913,
+ "noisy_loss_mean": 0.5181593462153725
+ },
+ {
+ "train_step": 7910,
+ "loss": 0.4703071233197403,
+ "clean_loss": 0.46220715043798277,
+ "noisy_loss_mean": 0.4730071142803261
+ },
+ {
+ "train_step": 7911,
+ "loss": 0.4346826142366028,
+ "clean_loss": 0.4367387223566541,
+ "noisy_loss_mean": 0.4339972448632525
+ },
+ {
+ "train_step": 7912,
+ "loss": 0.7661363194048695,
+ "clean_loss": 0.7729299496425956,
+ "noisy_loss_mean": 0.763871775992294
+ },
+ {
+ "train_step": 7913,
+ "loss": 0.672022496238041,
+ "clean_loss": 0.6687019175366895,
+ "noisy_loss_mean": 0.6731293558051582
+ },
+ {
+ "train_step": 7914,
+ "loss": 0.6878404359821687,
+ "clean_loss": 0.6750880409633053,
+ "noisy_loss_mean": 0.69209123432179
+ },
+ {
+ "train_step": 7915,
+ "loss": 0.6059001073814809,
+ "clean_loss": 0.5972664702525572,
+ "noisy_loss_mean": 0.6087779864244555
+ },
+ {
+ "train_step": 7916,
+ "loss": 0.5958835285410603,
+ "clean_loss": 0.5896420196803221,
+ "noisy_loss_mean": 0.5979640314946396
+ },
+ {
+ "train_step": 7917,
+ "loss": 0.43651281262968433,
+ "clean_loss": 0.43239566946132335,
+ "noisy_loss_mean": 0.43788519368580464
+ },
+ {
+ "train_step": 7918,
+ "loss": 0.6651552378414856,
+ "clean_loss": 0.664579050616438,
+ "noisy_loss_mean": 0.6653473002498348
+ },
+ {
+ "train_step": 7919,
+ "loss": 0.4742628790421365,
+ "clean_loss": 0.4825406643998312,
+ "noisy_loss_mean": 0.4715036172562382
+ },
+ {
+ "train_step": 7920,
+ "loss": 0.4096578791440251,
+ "clean_loss": 0.41779081624471237,
+ "noisy_loss_mean": 0.4069469001104627
+ },
+ {
+ "train_step": 7921,
+ "loss": 0.517583502240725,
+ "clean_loss": 0.5160740571952664,
+ "noisy_loss_mean": 0.5180866505892112
+ },
+ {
+ "train_step": 7922,
+ "loss": 0.4897122539275806,
+ "clean_loss": 0.4897961359277378,
+ "noisy_loss_mean": 0.48968429326086155
+ },
+ {
+ "train_step": 7923,
+ "loss": 0.4189322313146908,
+ "clean_loss": 0.4111811381263418,
+ "noisy_loss_mean": 0.4215159290441404
+ },
+ {
+ "train_step": 7924,
+ "loss": 0.6297899764270597,
+ "clean_loss": 0.6145068861434808,
+ "noisy_loss_mean": 0.6348843398549193
+ },
+ {
+ "train_step": 7925,
+ "loss": 0.4768674422446816,
+ "clean_loss": 0.4665507040156534,
+ "noisy_loss_mean": 0.4803063549876909
+ },
+ {
+ "train_step": 7926,
+ "loss": 0.5562966360388044,
+ "clean_loss": 0.5481366387748796,
+ "noisy_loss_mean": 0.5590166351267792
+ },
+ {
+ "train_step": 7927,
+ "loss": 0.628097968279259,
+ "clean_loss": 0.6270977899988819,
+ "noisy_loss_mean": 0.6284313610393847
+ },
+ {
+ "train_step": 7928,
+ "loss": 0.6993845304678418,
+ "clean_loss": 0.7015563209439029,
+ "noisy_loss_mean": 0.6986606003091548
+ },
+ {
+ "train_step": 7929,
+ "loss": 0.4849875252256226,
+ "clean_loss": 0.48024206482010234,
+ "noisy_loss_mean": 0.486569345360796
+ },
+ {
+ "train_step": 7930,
+ "loss": 0.46945808128563404,
+ "clean_loss": 0.46199512478444155,
+ "noisy_loss_mean": 0.4719457334526982
+ },
+ {
+ "train_step": 7931,
+ "loss": 0.4533274324832058,
+ "clean_loss": 0.44953544215787206,
+ "noisy_loss_mean": 0.4545914292583171
+ },
+ {
+ "train_step": 7932,
+ "loss": 0.5168000071390018,
+ "clean_loss": 0.5042854580532061,
+ "noisy_loss_mean": 0.5209715235009337
+ },
+ {
+ "train_step": 7933,
+ "loss": 0.6273945952813599,
+ "clean_loss": 0.6432226652650822,
+ "noisy_loss_mean": 0.6221185719534525
+ },
+ {
+ "train_step": 7934,
+ "loss": 0.5184382354756185,
+ "clean_loss": 0.522193196567759,
+ "noisy_loss_mean": 0.5171865817782383
+ },
+ {
+ "train_step": 7935,
+ "loss": 0.4571495266483485,
+ "clean_loss": 0.45973664660029473,
+ "noisy_loss_mean": 0.45628715333103304
+ },
+ {
+ "train_step": 7936,
+ "loss": 0.6066170562970952,
+ "clean_loss": 0.6256865370131147,
+ "noisy_loss_mean": 0.6002605627250887
+ },
+ {
+ "train_step": 7937,
+ "loss": 0.511571740398429,
+ "clean_loss": 0.5250615361945681,
+ "noisy_loss_mean": 0.507075141799716
+ },
+ {
+ "train_step": 7938,
+ "loss": 0.6438981488212718,
+ "clean_loss": 0.6413349088273382,
+ "noisy_loss_mean": 0.644752562152583
+ },
+ {
+ "train_step": 7939,
+ "loss": 0.5923977183286693,
+ "clean_loss": 0.6084528250534635,
+ "noisy_loss_mean": 0.5870460160870711
+ },
+ {
+ "train_step": 7940,
+ "loss": 0.5909732651568462,
+ "clean_loss": 0.5936690051561297,
+ "noisy_loss_mean": 0.5900746851570852
+ },
+ {
+ "train_step": 7941,
+ "loss": 0.5860564938209751,
+ "clean_loss": 0.5944308961260053,
+ "noisy_loss_mean": 0.5832650263859652
+ },
+ {
+ "train_step": 7942,
+ "loss": 0.46466715260565317,
+ "clean_loss": 0.44954740555398287,
+ "noisy_loss_mean": 0.46970706828954323
+ },
+ {
+ "train_step": 7943,
+ "loss": 0.497651594406919,
+ "clean_loss": 0.517873623409358,
+ "noisy_loss_mean": 0.49091091807277265
+ },
+ {
+ "train_step": 7944,
+ "loss": 0.5229978295232427,
+ "clean_loss": 0.5184147191699728,
+ "noisy_loss_mean": 0.5245255329743327
+ },
+ {
+ "train_step": 7945,
+ "loss": 0.4721115835848675,
+ "clean_loss": 0.48024080470364383,
+ "noisy_loss_mean": 0.469401843211942
+ },
+ {
+ "train_step": 7946,
+ "loss": 0.5662259198101574,
+ "clean_loss": 0.5736107514762795,
+ "noisy_loss_mean": 0.5637643092547832
+ },
+ {
+ "train_step": 7947,
+ "loss": 0.6595231416703675,
+ "clean_loss": 0.6585306367035603,
+ "noisy_loss_mean": 0.6598539766593032
+ },
+ {
+ "train_step": 7948,
+ "loss": 0.5916098632606241,
+ "clean_loss": 0.5993241087738898,
+ "noisy_loss_mean": 0.5890384480895356
+ },
+ {
+ "train_step": 7949,
+ "loss": 0.7181321964090512,
+ "clean_loss": 0.738980421388838,
+ "noisy_loss_mean": 0.7111827880824556
+ },
+ {
+ "train_step": 7950,
+ "loss": 0.5635793206717422,
+ "clean_loss": 0.5760965991962438,
+ "noisy_loss_mean": 0.5594068944969084
+ },
+ {
+ "train_step": 7951,
+ "loss": 0.6798464661088355,
+ "clean_loss": 0.675647999145599,
+ "noisy_loss_mean": 0.681245955096581
+ },
+ {
+ "train_step": 7952,
+ "loss": 0.5466238997161446,
+ "clean_loss": 0.5253377651986398,
+ "noisy_loss_mean": 0.5537192778886462
+ },
+ {
+ "train_step": 7953,
+ "loss": 0.6316200896721889,
+ "clean_loss": 0.6381640144111259,
+ "noisy_loss_mean": 0.6294387814258765
+ },
+ {
+ "train_step": 7954,
+ "loss": 0.5269093421501776,
+ "clean_loss": 0.5289812787452085,
+ "noisy_loss_mean": 0.5262186966185006
+ },
+ {
+ "train_step": 7955,
+ "loss": 0.5681756755661251,
+ "clean_loss": 0.5628571318350388,
+ "noisy_loss_mean": 0.5699485234764872
+ },
+ {
+ "train_step": 7956,
+ "loss": 0.44883959206369667,
+ "clean_loss": 0.443493747295774,
+ "noisy_loss_mean": 0.4506215403196709
+ },
+ {
+ "train_step": 7957,
+ "loss": 0.44413706315586127,
+ "clean_loss": 0.4443438075800058,
+ "noisy_loss_mean": 0.4440681483478131
+ },
+ {
+ "train_step": 7958,
+ "loss": 0.5109163816895601,
+ "clean_loss": 0.5190080979501573,
+ "noisy_loss_mean": 0.5082191429360275
+ },
+ {
+ "train_step": 7959,
+ "loss": 0.5800756841480549,
+ "clean_loss": 0.5743766222229479,
+ "noisy_loss_mean": 0.5819753714564239
+ },
+ {
+ "train_step": 7960,
+ "loss": 0.3584636918277405,
+ "clean_loss": 0.36763913275600874,
+ "noisy_loss_mean": 0.3554052115183178
+ },
+ {
+ "train_step": 7961,
+ "loss": 0.5159152033272689,
+ "clean_loss": 0.521924221328531,
+ "noisy_loss_mean": 0.5139121973268481
+ },
+ {
+ "train_step": 7962,
+ "loss": 0.7107078216239247,
+ "clean_loss": 0.693447865964597,
+ "noisy_loss_mean": 0.7164611401770339
+ },
+ {
+ "train_step": 7963,
+ "loss": 0.720425302434841,
+ "clean_loss": 0.7142513358417483,
+ "noisy_loss_mean": 0.7224832912992053
+ },
+ {
+ "train_step": 7964,
+ "loss": 0.5751059328139725,
+ "clean_loss": 0.6009027073227594,
+ "noisy_loss_mean": 0.5665070079777103
+ },
+ {
+ "train_step": 7965,
+ "loss": 0.7429658971264257,
+ "clean_loss": 0.7563256245764263,
+ "noisy_loss_mean": 0.7385126546430922
+ },
+ {
+ "train_step": 7966,
+ "loss": 0.5011712160371118,
+ "clean_loss": 0.4962600316861046,
+ "noisy_loss_mean": 0.5028082774874475
+ },
+ {
+ "train_step": 7967,
+ "loss": 0.6226609512952617,
+ "clean_loss": 0.6041272745137196,
+ "noisy_loss_mean": 0.6288388435557757
+ },
+ {
+ "train_step": 7968,
+ "loss": 0.7781583985557626,
+ "clean_loss": 0.7585067825926094,
+ "noisy_loss_mean": 0.784708937210147
+ },
+ {
+ "train_step": 7969,
+ "loss": 0.45528483891932253,
+ "clean_loss": 0.45438426738387583,
+ "noisy_loss_mean": 0.4555850294311381
+ },
+ {
+ "train_step": 7970,
+ "loss": 0.5633228684460843,
+ "clean_loss": 0.5704058688792405,
+ "noisy_loss_mean": 0.5609618683016988
+ },
+ {
+ "train_step": 7971,
+ "loss": 0.49142232137854247,
+ "clean_loss": 0.5137680723431719,
+ "noisy_loss_mean": 0.4839737377236659
+ },
+ {
+ "train_step": 7972,
+ "loss": 0.4035240044640014,
+ "clean_loss": 0.4075359572272199,
+ "noisy_loss_mean": 0.40218668687626186
+ },
+ {
+ "train_step": 7973,
+ "loss": 0.5012583833570111,
+ "clean_loss": 0.49594778119845384,
+ "noisy_loss_mean": 0.5030285840765302
+ },
+ {
+ "train_step": 7974,
+ "loss": 0.4629127061997463,
+ "clean_loss": 0.47646563471044745,
+ "noisy_loss_mean": 0.4583950633628459
+ },
+ {
+ "train_step": 7975,
+ "loss": 0.6364871351571184,
+ "clean_loss": 0.6432319315965552,
+ "noisy_loss_mean": 0.6342388696773061
+ },
+ {
+ "train_step": 7976,
+ "loss": 0.41780030391657935,
+ "clean_loss": 0.42417040225987956,
+ "noisy_loss_mean": 0.41567693780214593
+ },
+ {
+ "train_step": 7977,
+ "loss": 0.4786532322187151,
+ "clean_loss": 0.4842012838998263,
+ "noisy_loss_mean": 0.4768038816583447
+ },
+ {
+ "train_step": 7978,
+ "loss": 0.642260203741877,
+ "clean_loss": 0.6389091118760826,
+ "noisy_loss_mean": 0.6433772343638083
+ },
+ {
+ "train_step": 7979,
+ "loss": 0.49733568861053,
+ "clean_loss": 0.5019060442128893,
+ "noisy_loss_mean": 0.49581223674307684
+ },
+ {
+ "train_step": 7980,
+ "loss": 0.5755246927499394,
+ "clean_loss": 0.5563017344837453,
+ "noisy_loss_mean": 0.5819323455053375
+ },
+ {
+ "train_step": 7981,
+ "loss": 0.5725039027155217,
+ "clean_loss": 0.5744030472507612,
+ "noisy_loss_mean": 0.5718708545371084
+ },
+ {
+ "train_step": 7982,
+ "loss": 0.3078007151301272,
+ "clean_loss": 0.3035689112886934,
+ "noisy_loss_mean": 0.3092113164106051
+ },
+ {
+ "train_step": 7983,
+ "loss": 0.5336625379155812,
+ "clean_loss": 0.531071259860032,
+ "noisy_loss_mean": 0.5345262972674308
+ },
+ {
+ "train_step": 7984,
+ "loss": 0.5383859898613803,
+ "clean_loss": 0.5392778174576872,
+ "noisy_loss_mean": 0.5380887139959446
+ },
+ {
+ "train_step": 7985,
+ "loss": 0.5509153604426226,
+ "clean_loss": 0.5585244923814244,
+ "noisy_loss_mean": 0.5483789831296886
+ },
+ {
+ "train_step": 7986,
+ "loss": 0.3616067814338967,
+ "clean_loss": 0.36566087534264075,
+ "noisy_loss_mean": 0.3602554167976486
+ },
+ {
+ "train_step": 7987,
+ "loss": 0.4727075896283499,
+ "clean_loss": 0.47152003864664743,
+ "noisy_loss_mean": 0.47310343995558407
+ },
+ {
+ "train_step": 7988,
+ "loss": 0.660059499029453,
+ "clean_loss": 0.6591164634959978,
+ "noisy_loss_mean": 0.6603738442072714
+ },
+ {
+ "train_step": 7989,
+ "loss": 0.6021888557533305,
+ "clean_loss": 0.6170432902137098,
+ "noisy_loss_mean": 0.5972373775998706
+ },
+ {
+ "train_step": 7990,
+ "loss": 0.41842555396173253,
+ "clean_loss": 0.42378400817770434,
+ "noisy_loss_mean": 0.41663940255640863
+ },
+ {
+ "train_step": 7991,
+ "loss": 0.4787297133795111,
+ "clean_loss": 0.47342109463218895,
+ "noisy_loss_mean": 0.48049925296195184
+ },
+ {
+ "train_step": 7992,
+ "loss": 0.5306508542900694,
+ "clean_loss": 0.5380940341132203,
+ "noisy_loss_mean": 0.5281697943490191
+ },
+ {
+ "train_step": 7993,
+ "loss": 0.46204811798108525,
+ "clean_loss": 0.44526828752452563,
+ "noisy_loss_mean": 0.46764139479993844
+ },
+ {
+ "train_step": 7994,
+ "loss": 0.6698712288325817,
+ "clean_loss": 0.6625733919755074,
+ "noisy_loss_mean": 0.6723038411182731
+ },
+ {
+ "train_step": 7995,
+ "loss": 0.578560051502922,
+ "clean_loss": 0.586226804988003,
+ "noisy_loss_mean": 0.5760044670078951
+ },
+ {
+ "train_step": 7996,
+ "loss": 0.45063481074356115,
+ "clean_loss": 0.4429697991777122,
+ "noisy_loss_mean": 0.4531898145988442
+ },
+ {
+ "train_step": 7997,
+ "loss": 0.5200534589696686,
+ "clean_loss": 0.5283964022436911,
+ "noisy_loss_mean": 0.5172724778783278
+ },
+ {
+ "train_step": 7998,
+ "loss": 0.5475443306719168,
+ "clean_loss": 0.5400821515181206,
+ "noisy_loss_mean": 0.5500317237231821
+ },
+ {
+ "train_step": 7999,
+ "loss": 0.7216690548120543,
+ "clean_loss": 0.7229472009568811,
+ "noisy_loss_mean": 0.7212430060971121
+ },
+ {
+ "train_step": 8000,
+ "loss": 0.5470008461129817,
+ "clean_loss": 0.5542260419219446,
+ "noisy_loss_mean": 0.544592447509994
+ },
+ {
+ "train_step": 8001,
+ "loss": 0.6707023421564853,
+ "clean_loss": 0.6415018247588928,
+ "noisy_loss_mean": 0.6804358479556827
+ },
+ {
+ "train_step": 8002,
+ "loss": 0.5100736445622309,
+ "clean_loss": 0.49890051266296287,
+ "noisy_loss_mean": 0.513798021861987
+ },
+ {
+ "train_step": 8003,
+ "loss": 0.5589382510265214,
+ "clean_loss": 0.5459891037130783,
+ "noisy_loss_mean": 0.5632546334643358
+ },
+ {
+ "train_step": 8004,
+ "loss": 0.5983024267377597,
+ "clean_loss": 0.601460105221522,
+ "noisy_loss_mean": 0.5972498672431722
+ },
+ {
+ "train_step": 8005,
+ "loss": 0.4783365913441742,
+ "clean_loss": 0.47492312406717985,
+ "noisy_loss_mean": 0.479474413769839
+ },
+ {
+ "train_step": 8006,
+ "loss": 0.4237773228899362,
+ "clean_loss": 0.42583474895370993,
+ "noisy_loss_mean": 0.4230915142020117
+ },
+ {
+ "train_step": 8007,
+ "loss": 0.7365778899353506,
+ "clean_loss": 0.7437090666385529,
+ "noisy_loss_mean": 0.7342008310342832
+ },
+ {
+ "train_step": 8008,
+ "loss": 0.7303126730524568,
+ "clean_loss": 0.7311370604236013,
+ "noisy_loss_mean": 0.7300378772620754
+ },
+ {
+ "train_step": 8009,
+ "loss": 0.4804008508012286,
+ "clean_loss": 0.48179092135586155,
+ "noisy_loss_mean": 0.4799374939496843
+ },
+ {
+ "train_step": 8010,
+ "loss": 0.5022547183659569,
+ "clean_loss": 0.50210347275036,
+ "noisy_loss_mean": 0.502305133571156
+ },
+ {
+ "train_step": 8011,
+ "loss": 0.5283887844367743,
+ "clean_loss": 0.5223268694668091,
+ "noisy_loss_mean": 0.530409422760096
+ },
+ {
+ "train_step": 8012,
+ "loss": 0.4610145964658322,
+ "clean_loss": 0.466695909576037,
+ "noisy_loss_mean": 0.45912082542909727
+ },
+ {
+ "train_step": 8013,
+ "loss": 0.626417351859252,
+ "clean_loss": 0.6217138489032568,
+ "noisy_loss_mean": 0.627985186177917
+ },
+ {
+ "train_step": 8014,
+ "loss": 0.6230233954460851,
+ "clean_loss": 0.6162159945804978,
+ "noisy_loss_mean": 0.6252925290679476
+ },
+ {
+ "train_step": 8015,
+ "loss": 0.3729487627544128,
+ "clean_loss": 0.37294306790936543,
+ "noisy_loss_mean": 0.37295066103609525
+ },
+ {
+ "train_step": 8016,
+ "loss": 0.5036769968341834,
+ "clean_loss": 0.49486262871945463,
+ "noisy_loss_mean": 0.506615119539093
+ },
+ {
+ "train_step": 8017,
+ "loss": 0.8621467111378817,
+ "clean_loss": 0.8430861728784046,
+ "noisy_loss_mean": 0.8685002238910408
+ },
+ {
+ "train_step": 8018,
+ "loss": 0.7138774187052401,
+ "clean_loss": 0.7342129686198068,
+ "noisy_loss_mean": 0.7070989020670512
+ },
+ {
+ "train_step": 8019,
+ "loss": 0.5087036783153193,
+ "clean_loss": 0.5071690154119035,
+ "noisy_loss_mean": 0.5092152326164578
+ },
+ {
+ "train_step": 8020,
+ "loss": 0.5501440254355268,
+ "clean_loss": 0.545207251298606,
+ "noisy_loss_mean": 0.5517896168145002
+ },
+ {
+ "train_step": 8021,
+ "loss": 0.4879807276333602,
+ "clean_loss": 0.4748005975953007,
+ "noisy_loss_mean": 0.4923741043127134
+ },
+ {
+ "train_step": 8022,
+ "loss": 0.4567800458626247,
+ "clean_loss": 0.46083678653157367,
+ "noisy_loss_mean": 0.4554277989729751
+ },
+ {
+ "train_step": 8023,
+ "loss": 0.42549495206696875,
+ "clean_loss": 0.421142160206711,
+ "noisy_loss_mean": 0.4269458826870547
+ },
+ {
+ "train_step": 8024,
+ "loss": 0.6330529690660853,
+ "clean_loss": 0.6322473314179119,
+ "noisy_loss_mean": 0.63332151494881
+ },
+ {
+ "train_step": 8025,
+ "loss": 0.45509751462701975,
+ "clean_loss": 0.45582118511962577,
+ "noisy_loss_mean": 0.45485629112948445
+ },
+ {
+ "train_step": 8026,
+ "loss": 0.29843792334552177,
+ "clean_loss": 0.29242391349085733,
+ "noisy_loss_mean": 0.3004425932970765
+ },
+ {
+ "train_step": 8027,
+ "loss": 0.6902381581644893,
+ "clean_loss": 0.6828596177768026,
+ "noisy_loss_mean": 0.6926976716270515
+ },
+ {
+ "train_step": 8028,
+ "loss": 0.6271890678946337,
+ "clean_loss": 0.6292085951216985,
+ "noisy_loss_mean": 0.6265158921522788
+ },
+ {
+ "train_step": 8029,
+ "loss": 0.4094323397025031,
+ "clean_loss": 0.40276963789542175,
+ "noisy_loss_mean": 0.41165324030486355
+ },
+ {
+ "train_step": 8030,
+ "loss": 0.4676801118443606,
+ "clean_loss": 0.4529742762010399,
+ "noisy_loss_mean": 0.4725820570588008
+ },
+ {
+ "train_step": 8031,
+ "loss": 0.45226381750751876,
+ "clean_loss": 0.4487354841040396,
+ "noisy_loss_mean": 0.4534399286420119
+ },
+ {
+ "train_step": 8032,
+ "loss": 0.591403340583369,
+ "clean_loss": 0.5883232243281701,
+ "noisy_loss_mean": 0.5924300460017686
+ },
+ {
+ "train_step": 8033,
+ "loss": 0.7136783984713206,
+ "clean_loss": 0.7150545400366953,
+ "noisy_loss_mean": 0.7132196846161957
+ },
+ {
+ "train_step": 8034,
+ "loss": 0.6242479893640612,
+ "clean_loss": 0.6432607365588113,
+ "noisy_loss_mean": 0.6179104069658112
+ },
+ {
+ "train_step": 8035,
+ "loss": 0.4624524802234002,
+ "clean_loss": 0.46782074200105633,
+ "noisy_loss_mean": 0.46066305963084814
+ },
+ {
+ "train_step": 8036,
+ "loss": 0.49717043543892664,
+ "clean_loss": 0.4981215770181238,
+ "noisy_loss_mean": 0.49685338824586084
+ },
+ {
+ "train_step": 8037,
+ "loss": 0.4362950377838982,
+ "clean_loss": 0.43984423979199144,
+ "noisy_loss_mean": 0.43511197044786715
+ },
+ {
+ "train_step": 8038,
+ "loss": 0.6355894617754765,
+ "clean_loss": 0.6314788652578935,
+ "noisy_loss_mean": 0.6369596606146707
+ },
+ {
+ "train_step": 8039,
+ "loss": 0.4590400830603411,
+ "clean_loss": 0.4470523841613312,
+ "noisy_loss_mean": 0.4630359826933444
+ },
+ {
+ "train_step": 8040,
+ "loss": 0.6188719974978425,
+ "clean_loss": 0.6146457126754447,
+ "noisy_loss_mean": 0.6202807591053084
+ },
+ {
+ "train_step": 8041,
+ "loss": 0.7646378543530614,
+ "clean_loss": 0.7545679026340086,
+ "noisy_loss_mean": 0.767994504926079
+ },
+ {
+ "train_step": 8042,
+ "loss": 0.5888026772888685,
+ "clean_loss": 0.5865222082272081,
+ "noisy_loss_mean": 0.5895628336427553
+ },
+ {
+ "train_step": 8043,
+ "loss": 0.533089544579117,
+ "clean_loss": 0.5510583129573031,
+ "noisy_loss_mean": 0.5270999551197216
+ },
+ {
+ "train_step": 8044,
+ "loss": 0.46623536757248163,
+ "clean_loss": 0.4401694808836771,
+ "noisy_loss_mean": 0.4749239964687498
+ },
+ {
+ "train_step": 8045,
+ "loss": 0.6150872606889413,
+ "clean_loss": 0.6100714046135803,
+ "noisy_loss_mean": 0.6167592127140615
+ },
+ {
+ "train_step": 8046,
+ "loss": 0.5580963675937555,
+ "clean_loss": 0.5534201538318907,
+ "noisy_loss_mean": 0.5596551055143771
+ },
+ {
+ "train_step": 8047,
+ "loss": 0.7153462307646536,
+ "clean_loss": 0.7170991484919902,
+ "noisy_loss_mean": 0.7147619248555414
+ },
+ {
+ "train_step": 8048,
+ "loss": 0.7474869982669865,
+ "clean_loss": 0.7536410385026655,
+ "noisy_loss_mean": 0.7454356515217602
+ },
+ {
+ "train_step": 8049,
+ "loss": 0.6229891589775827,
+ "clean_loss": 0.6229791414246335,
+ "noisy_loss_mean": 0.6229924981618989
+ },
+ {
+ "train_step": 8050,
+ "loss": 0.7076129984763041,
+ "clean_loss": 0.7186548715007207,
+ "noisy_loss_mean": 0.7039323741348319
+ },
+ {
+ "train_step": 8051,
+ "loss": 0.5274601299585453,
+ "clean_loss": 0.524757311638145,
+ "noisy_loss_mean": 0.5283610693986788
+ },
+ {
+ "train_step": 8052,
+ "loss": 0.636594226793274,
+ "clean_loss": 0.644816458112508,
+ "noisy_loss_mean": 0.6338534830201962
+ },
+ {
+ "train_step": 8053,
+ "loss": 0.3941646876472109,
+ "clean_loss": 0.3988850265202483,
+ "noisy_loss_mean": 0.3925912413561985
+ },
+ {
+ "train_step": 8054,
+ "loss": 0.6507743706244173,
+ "clean_loss": 0.6453616151694089,
+ "noisy_loss_mean": 0.6525786224427536
+ },
+ {
+ "train_step": 8055,
+ "loss": 0.584467935192837,
+ "clean_loss": 0.5857295857284879,
+ "noisy_loss_mean": 0.5840473850142867
+ },
+ {
+ "train_step": 8056,
+ "loss": 0.6062676026819266,
+ "clean_loss": 0.5944730812353927,
+ "noisy_loss_mean": 0.6101991098307712
+ },
+ {
+ "train_step": 8057,
+ "loss": 0.6972412058535618,
+ "clean_loss": 0.6883054729986968,
+ "noisy_loss_mean": 0.7002197834718501
+ },
+ {
+ "train_step": 8058,
+ "loss": 0.4546371398890108,
+ "clean_loss": 0.45393437291452227,
+ "noisy_loss_mean": 0.45487139554717354
+ },
+ {
+ "train_step": 8059,
+ "loss": 0.38874333633183933,
+ "clean_loss": 0.3870599795369071,
+ "noisy_loss_mean": 0.38930445526348345
+ },
+ {
+ "train_step": 8060,
+ "loss": 0.5650714512504348,
+ "clean_loss": 0.5581423209313753,
+ "noisy_loss_mean": 0.567381161356788
+ },
+ {
+ "train_step": 8061,
+ "loss": 0.7197019259052359,
+ "clean_loss": 0.7352076868649692,
+ "noisy_loss_mean": 0.7145333389186582
+ },
+ {
+ "train_step": 8062,
+ "loss": 0.6839057924501762,
+ "clean_loss": 0.6800760740928283,
+ "noisy_loss_mean": 0.6851823652359589
+ },
+ {
+ "train_step": 8063,
+ "loss": 0.6361331399751968,
+ "clean_loss": 0.6421516236166044,
+ "noisy_loss_mean": 0.6341269787613942
+ },
+ {
+ "train_step": 8064,
+ "loss": 0.6156899804108322,
+ "clean_loss": 0.620492419569568,
+ "noisy_loss_mean": 0.6140891673579202
+ },
+ {
+ "train_step": 8065,
+ "loss": 0.5296486288079056,
+ "clean_loss": 0.5059652682767709,
+ "noisy_loss_mean": 0.5375430823182837
+ },
+ {
+ "train_step": 8066,
+ "loss": 0.5025829183102755,
+ "clean_loss": 0.494940096787655,
+ "noisy_loss_mean": 0.5051305254844821
+ },
+ {
+ "train_step": 8067,
+ "loss": 0.5003060353208948,
+ "clean_loss": 0.5046630994732703,
+ "noisy_loss_mean": 0.49885368060343627
+ },
+ {
+ "train_step": 8068,
+ "loss": 0.4947204975798075,
+ "clean_loss": 0.49463421967494964,
+ "noisy_loss_mean": 0.49474925688142685
+ },
+ {
+ "train_step": 8069,
+ "loss": 0.6721258990387964,
+ "clean_loss": 0.6857397315779274,
+ "noisy_loss_mean": 0.6675879548590861
+ },
+ {
+ "train_step": 8070,
+ "loss": 0.5993017033694706,
+ "clean_loss": 0.5944371999781477,
+ "noisy_loss_mean": 0.6009232044999117
+ },
+ {
+ "train_step": 8071,
+ "loss": 0.6551555010294228,
+ "clean_loss": 0.6273163547838347,
+ "noisy_loss_mean": 0.6644352164446187
+ },
+ {
+ "train_step": 8072,
+ "loss": 0.5690617439607762,
+ "clean_loss": 0.5729058772209265,
+ "noisy_loss_mean": 0.5677803662073928
+ },
+ {
+ "train_step": 8073,
+ "loss": 0.5693520786782218,
+ "clean_loss": 0.5634580399931336,
+ "noisy_loss_mean": 0.5713167582399178
+ },
+ {
+ "train_step": 8074,
+ "loss": 0.6379948637421988,
+ "clean_loss": 0.63011382594593,
+ "noisy_loss_mean": 0.6406218763409551
+ },
+ {
+ "train_step": 8075,
+ "loss": 0.45900824443913085,
+ "clean_loss": 0.4541106207854159,
+ "noisy_loss_mean": 0.4606407856570358
+ },
+ {
+ "train_step": 8076,
+ "loss": 0.5738792809301034,
+ "clean_loss": 0.5675438474112865,
+ "noisy_loss_mean": 0.5759910921030424
+ },
+ {
+ "train_step": 8077,
+ "loss": 0.5405472568614584,
+ "clean_loss": 0.5353851037167845,
+ "noisy_loss_mean": 0.5422679745763498
+ },
+ {
+ "train_step": 8078,
+ "loss": 0.6691860952518016,
+ "clean_loss": 0.6685560191819284,
+ "noisy_loss_mean": 0.6693961206084259
+ },
+ {
+ "train_step": 8079,
+ "loss": 0.7154683046049771,
+ "clean_loss": 0.7145307699065806,
+ "noisy_loss_mean": 0.7157808161711093
+ },
+ {
+ "train_step": 8080,
+ "loss": 0.5313596232045088,
+ "clean_loss": 0.5191819411028594,
+ "noisy_loss_mean": 0.5354188505717254
+ },
+ {
+ "train_step": 8081,
+ "loss": 0.5814199303907737,
+ "clean_loss": 0.5936703533419626,
+ "noisy_loss_mean": 0.5773364560737106
+ },
+ {
+ "train_step": 8082,
+ "loss": 0.5145684195428392,
+ "clean_loss": 0.5199165723043464,
+ "noisy_loss_mean": 0.5127857019556701
+ },
+ {
+ "train_step": 8083,
+ "loss": 0.5876057993957824,
+ "clean_loss": 0.5827429178094914,
+ "noisy_loss_mean": 0.5892267599245461
+ },
+ {
+ "train_step": 8084,
+ "loss": 0.8457459632739611,
+ "clean_loss": 0.8192546353001302,
+ "noisy_loss_mean": 0.8545764059319048
+ },
+ {
+ "train_step": 8085,
+ "loss": 0.40974994732862813,
+ "clean_loss": 0.4019353030582869,
+ "noisy_loss_mean": 0.41235482875207524
+ },
+ {
+ "train_step": 8086,
+ "loss": 0.539127139805992,
+ "clean_loss": 0.5338849149154906,
+ "noisy_loss_mean": 0.5408745481028259
+ },
+ {
+ "train_step": 8087,
+ "loss": 0.7268753967001427,
+ "clean_loss": 0.7251710181019327,
+ "noisy_loss_mean": 0.727443522899546
+ },
+ {
+ "train_step": 8088,
+ "loss": 0.5276065736479413,
+ "clean_loss": 0.5406887802111465,
+ "noisy_loss_mean": 0.5232458381268729
+ },
+ {
+ "train_step": 8089,
+ "loss": 0.5642077422092978,
+ "clean_loss": 0.5561692939861403,
+ "noisy_loss_mean": 0.5668872249503503
+ },
+ {
+ "train_step": 8090,
+ "loss": 0.6425985222191292,
+ "clean_loss": 0.6326138439762155,
+ "noisy_loss_mean": 0.6459267483001003
+ },
+ {
+ "train_step": 8091,
+ "loss": 0.5163894169894787,
+ "clean_loss": 0.5056086247458311,
+ "noisy_loss_mean": 0.5199830144040279
+ },
+ {
+ "train_step": 8092,
+ "loss": 0.6424432687928894,
+ "clean_loss": 0.6579705554277367,
+ "noisy_loss_mean": 0.6372675065812735
+ },
+ {
+ "train_step": 8093,
+ "loss": 0.5311999921589039,
+ "clean_loss": 0.5284155281913677,
+ "noisy_loss_mean": 0.5321281468147494
+ },
+ {
+ "train_step": 8094,
+ "loss": 0.6112470656636446,
+ "clean_loss": 0.6163784166389157,
+ "noisy_loss_mean": 0.6095366153385542
+ },
+ {
+ "train_step": 8095,
+ "loss": 0.39190495778769946,
+ "clean_loss": 0.3843819252244089,
+ "noisy_loss_mean": 0.3944126353087964
+ },
+ {
+ "train_step": 8096,
+ "loss": 0.6734023196404701,
+ "clean_loss": 0.6602593774434558,
+ "noisy_loss_mean": 0.6777833003728083
+ },
+ {
+ "train_step": 8097,
+ "loss": 0.7263379724841545,
+ "clean_loss": 0.7357040469589067,
+ "noisy_loss_mean": 0.7232159476592374
+ },
+ {
+ "train_step": 8098,
+ "loss": 0.5172044509825884,
+ "clean_loss": 0.5072233063199333,
+ "noisy_loss_mean": 0.5205314992034734
+ },
+ {
+ "train_step": 8099,
+ "loss": 0.559294417495285,
+ "clean_loss": 0.5629325894406765,
+ "noisy_loss_mean": 0.5580816935134877
+ },
+ {
+ "train_step": 8100,
+ "loss": 0.7180642086528346,
+ "clean_loss": 0.718531847874271,
+ "noisy_loss_mean": 0.7179083289123557
+ },
+ {
+ "train_step": 8101,
+ "loss": 0.3290342191161948,
+ "clean_loss": 0.32859888956868877,
+ "noisy_loss_mean": 0.3291793289653635
+ },
+ {
+ "train_step": 8102,
+ "loss": 0.4588465643372723,
+ "clean_loss": 0.4622611293244876,
+ "noisy_loss_mean": 0.4577083760082006
+ },
+ {
+ "train_step": 8103,
+ "loss": 0.5633756924566918,
+ "clean_loss": 0.5720751669836923,
+ "noisy_loss_mean": 0.5604758676143584
+ },
+ {
+ "train_step": 8104,
+ "loss": 0.5473365048563783,
+ "clean_loss": 0.5435320169428641,
+ "noisy_loss_mean": 0.5486046674942164
+ },
+ {
+ "train_step": 8105,
+ "loss": 0.5514828419967304,
+ "clean_loss": 0.5342681509243838,
+ "noisy_loss_mean": 0.5572210723541792
+ },
+ {
+ "train_step": 8106,
+ "loss": 0.4868015313080622,
+ "clean_loss": 0.4720873822073262,
+ "noisy_loss_mean": 0.49170624767497423
+ },
+ {
+ "train_step": 8107,
+ "loss": 0.6566445631988165,
+ "clean_loss": 0.659739447696946,
+ "noisy_loss_mean": 0.6556129350327732
+ },
+ {
+ "train_step": 8108,
+ "loss": 0.524577062692154,
+ "clean_loss": 0.5110330276356326,
+ "noisy_loss_mean": 0.5290917410443278
+ },
+ {
+ "train_step": 8109,
+ "loss": 0.683987921080459,
+ "clean_loss": 0.682873680287024,
+ "noisy_loss_mean": 0.6843593346782707
+ },
+ {
+ "train_step": 8110,
+ "loss": 0.6227645985282741,
+ "clean_loss": 0.6181757273450925,
+ "noisy_loss_mean": 0.6242942222560014
+ },
+ {
+ "train_step": 8111,
+ "loss": 0.4916831311583674,
+ "clean_loss": 0.48170051324790697,
+ "noisy_loss_mean": 0.49501067046185426
+ },
+ {
+ "train_step": 8112,
+ "loss": 0.6243423043178089,
+ "clean_loss": 0.6299566720197457,
+ "noisy_loss_mean": 0.6224708484171632
+ },
+ {
+ "train_step": 8113,
+ "loss": 0.6342513224696886,
+ "clean_loss": 0.6188992377754793,
+ "noisy_loss_mean": 0.6393686840344251
+ },
+ {
+ "train_step": 8114,
+ "loss": 0.518026439866727,
+ "clean_loss": 0.5068059410310917,
+ "noisy_loss_mean": 0.5217666061452721
+ },
+ {
+ "train_step": 8115,
+ "loss": 0.8626288443532282,
+ "clean_loss": 0.8856557183112713,
+ "noisy_loss_mean": 0.8549532197005472
+ },
+ {
+ "train_step": 8116,
+ "loss": 0.8108425294961454,
+ "clean_loss": 0.814031779127363,
+ "noisy_loss_mean": 0.8097794462857396
+ },
+ {
+ "train_step": 8117,
+ "loss": 0.33875124764233233,
+ "clean_loss": 0.33923744010780904,
+ "noisy_loss_mean": 0.33858918348717343
+ },
+ {
+ "train_step": 8118,
+ "loss": 0.4568069719656975,
+ "clean_loss": 0.4585333048548263,
+ "noisy_loss_mean": 0.4562315276693212
+ },
+ {
+ "train_step": 8119,
+ "loss": 0.4954404594379285,
+ "clean_loss": 0.48931159522921225,
+ "noisy_loss_mean": 0.4974834141741673
+ },
+ {
+ "train_step": 8120,
+ "loss": 0.7921254681414609,
+ "clean_loss": 0.7844862531678053,
+ "noisy_loss_mean": 0.7946718731326793
+ },
+ {
+ "train_step": 8121,
+ "loss": 0.610083235817208,
+ "clean_loss": 0.6102066148863821,
+ "noisy_loss_mean": 0.6100421094608167
+ },
+ {
+ "train_step": 8122,
+ "loss": 0.5578961750395338,
+ "clean_loss": 0.5609065343461394,
+ "noisy_loss_mean": 0.5568927219373321
+ },
+ {
+ "train_step": 8123,
+ "loss": 0.5511057863882038,
+ "clean_loss": 0.5515472463600819,
+ "noisy_loss_mean": 0.5509586330642445
+ },
+ {
+ "train_step": 8124,
+ "loss": 0.6389348596044555,
+ "clean_loss": 0.6417158538724647,
+ "noisy_loss_mean": 0.638007861515119
+ },
+ {
+ "train_step": 8125,
+ "loss": 0.5277096086232824,
+ "clean_loss": 0.5343747365073594,
+ "noisy_loss_mean": 0.5254878993285902
+ },
+ {
+ "train_step": 8126,
+ "loss": 0.30881129103077887,
+ "clean_loss": 0.31155058507633365,
+ "noisy_loss_mean": 0.3078981930155939
+ },
+ {
+ "train_step": 8127,
+ "loss": 0.650666354209752,
+ "clean_loss": 0.6399544888297837,
+ "noisy_loss_mean": 0.6542369760030748
+ },
+ {
+ "train_step": 8128,
+ "loss": 0.5994283705998935,
+ "clean_loss": 0.6048491482675004,
+ "noisy_loss_mean": 0.5976214447106912
+ },
+ {
+ "train_step": 8129,
+ "loss": 0.45016302890902793,
+ "clean_loss": 0.45514056266552944,
+ "noisy_loss_mean": 0.44850385099019413
+ },
+ {
+ "train_step": 8130,
+ "loss": 0.6773250621378307,
+ "clean_loss": 0.6753300787095733,
+ "noisy_loss_mean": 0.6779900566139165
+ },
+ {
+ "train_step": 8131,
+ "loss": 0.6428422157877158,
+ "clean_loss": 0.653410457695236,
+ "noisy_loss_mean": 0.6393194684852092
+ },
+ {
+ "train_step": 8132,
+ "loss": 0.4888437285734468,
+ "clean_loss": 0.49044343468791135,
+ "noisy_loss_mean": 0.48831049320195863
+ },
+ {
+ "train_step": 8133,
+ "loss": 0.5525514423594556,
+ "clean_loss": 0.5467935729222286,
+ "noisy_loss_mean": 0.5544707321718647
+ },
+ {
+ "train_step": 8134,
+ "loss": 0.47586949631485387,
+ "clean_loss": 0.4788629046154145,
+ "noisy_loss_mean": 0.47487169354800035
+ },
+ {
+ "train_step": 8135,
+ "loss": 0.5608481440075278,
+ "clean_loss": 0.5495533811449617,
+ "noisy_loss_mean": 0.5646130649617166
+ },
+ {
+ "train_step": 8136,
+ "loss": 0.49439100935181735,
+ "clean_loss": 0.4782849906824176,
+ "noisy_loss_mean": 0.4997596822416173
+ },
+ {
+ "train_step": 8137,
+ "loss": 0.3954700906058548,
+ "clean_loss": 0.39732713188709246,
+ "noisy_loss_mean": 0.3948510768454423
+ },
+ {
+ "train_step": 8138,
+ "loss": 0.649277411165364,
+ "clean_loss": 0.6514005524317563,
+ "noisy_loss_mean": 0.6485696974098998
+ },
+ {
+ "train_step": 8139,
+ "loss": 0.6225847609855779,
+ "clean_loss": 0.6026321053034467,
+ "noisy_loss_mean": 0.629235646212955
+ },
+ {
+ "train_step": 8140,
+ "loss": 0.7272532590824003,
+ "clean_loss": 0.7306593160250745,
+ "noisy_loss_mean": 0.7261179067681757
+ },
+ {
+ "train_step": 8141,
+ "loss": 0.5071633762075847,
+ "clean_loss": 0.5061456386091238,
+ "noisy_loss_mean": 0.5075026220737383
+ },
+ {
+ "train_step": 8142,
+ "loss": 0.5987900432440227,
+ "clean_loss": 0.5929645889962605,
+ "noisy_loss_mean": 0.6007318613266102
+ },
+ {
+ "train_step": 8143,
+ "loss": 0.5136579757189108,
+ "clean_loss": 0.5151537158119255,
+ "noisy_loss_mean": 0.5131593956879058
+ },
+ {
+ "train_step": 8144,
+ "loss": 0.5986424614066449,
+ "clean_loss": 0.5983470471141735,
+ "noisy_loss_mean": 0.5987409328374688
+ },
+ {
+ "train_step": 8145,
+ "loss": 0.5250781736635772,
+ "clean_loss": 0.5186374506525437,
+ "noisy_loss_mean": 0.5272250813339218
+ },
+ {
+ "train_step": 8146,
+ "loss": 0.6004494752117457,
+ "clean_loss": 0.595024147089059,
+ "noisy_loss_mean": 0.602257917919308
+ },
+ {
+ "train_step": 8147,
+ "loss": 0.5073931860650188,
+ "clean_loss": 0.49538634240074336,
+ "noisy_loss_mean": 0.5113954672864439
+ },
+ {
+ "train_step": 8148,
+ "loss": 0.47036007634205984,
+ "clean_loss": 0.4750477304061541,
+ "noisy_loss_mean": 0.4687975249873617
+ },
+ {
+ "train_step": 8149,
+ "loss": 0.5084578379153688,
+ "clean_loss": 0.5106901579777251,
+ "noisy_loss_mean": 0.5077137312279166
+ },
+ {
+ "train_step": 8150,
+ "loss": 0.5648879396653319,
+ "clean_loss": 0.5564850214544663,
+ "noisy_loss_mean": 0.5676889124022871
+ },
+ {
+ "train_step": 8151,
+ "loss": 0.44978171125113625,
+ "clean_loss": 0.44801559374523997,
+ "noisy_loss_mean": 0.45037041708643505
+ },
+ {
+ "train_step": 8152,
+ "loss": 0.6596414465297515,
+ "clean_loss": 0.6553368960678614,
+ "noisy_loss_mean": 0.661076296683715
+ },
+ {
+ "train_step": 8153,
+ "loss": 0.5888170558982969,
+ "clean_loss": 0.5924454942628753,
+ "noisy_loss_mean": 0.5876075764434375
+ },
+ {
+ "train_step": 8154,
+ "loss": 0.6945171881029104,
+ "clean_loss": 0.7197370273572989,
+ "noisy_loss_mean": 0.6861105750181141
+ },
+ {
+ "train_step": 8155,
+ "loss": 0.4961215828580553,
+ "clean_loss": 0.5028434806084771,
+ "noisy_loss_mean": 0.4938809502745814
+ },
+ {
+ "train_step": 8156,
+ "loss": 0.4371197793019405,
+ "clean_loss": 0.454117982216458,
+ "noisy_loss_mean": 0.43145371166376806
+ },
+ {
+ "train_step": 8157,
+ "loss": 0.6029475584207408,
+ "clean_loss": 0.6025245918142764,
+ "noisy_loss_mean": 0.6030885472895622
+ },
+ {
+ "train_step": 8158,
+ "loss": 0.6526664835136863,
+ "clean_loss": 0.6588247792408912,
+ "noisy_loss_mean": 0.6506137182712847
+ },
+ {
+ "train_step": 8159,
+ "loss": 0.629910857451054,
+ "clean_loss": 0.6297472048362902,
+ "noisy_loss_mean": 0.6299654083226419
+ },
+ {
+ "train_step": 8160,
+ "loss": 0.7636238118653945,
+ "clean_loss": 0.7709224779856708,
+ "noisy_loss_mean": 0.7611909231586358
+ },
+ {
+ "train_step": 8161,
+ "loss": 0.5438302953726969,
+ "clean_loss": 0.5450410442295033,
+ "noisy_loss_mean": 0.5434267124204281
+ },
+ {
+ "train_step": 8162,
+ "loss": 0.6353218089589323,
+ "clean_loss": 0.6380832517806249,
+ "noisy_loss_mean": 0.6344013280183682
+ },
+ {
+ "train_step": 8163,
+ "loss": 0.6145449655407491,
+ "clean_loss": 0.6216788475243797,
+ "noisy_loss_mean": 0.6121670048795389
+ },
+ {
+ "train_step": 8164,
+ "loss": 0.4980371113871302,
+ "clean_loss": 0.4997659996855047,
+ "noisy_loss_mean": 0.497460815287672
+ },
+ {
+ "train_step": 8165,
+ "loss": 0.44810995736124265,
+ "clean_loss": 0.43758136867673236,
+ "noisy_loss_mean": 0.45161948692274606
+ },
+ {
+ "train_step": 8166,
+ "loss": 0.5465979228344824,
+ "clean_loss": 0.545889786533209,
+ "noisy_loss_mean": 0.5468339682682402
+ },
+ {
+ "train_step": 8167,
+ "loss": 0.4059738504027274,
+ "clean_loss": 0.38991527675511206,
+ "noisy_loss_mean": 0.41132670828526585
+ },
+ {
+ "train_step": 8168,
+ "loss": 0.6033749621980816,
+ "clean_loss": 0.6031898913341682,
+ "noisy_loss_mean": 0.6034366524860527
+ },
+ {
+ "train_step": 8169,
+ "loss": 0.6054825394701099,
+ "clean_loss": 0.5967449790998182,
+ "noisy_loss_mean": 0.6083950595935405
+ },
+ {
+ "train_step": 8170,
+ "loss": 0.5898318737644727,
+ "clean_loss": 0.58851128085272,
+ "noisy_loss_mean": 0.5902720714017234
+ },
+ {
+ "train_step": 8171,
+ "loss": 0.6158051549784036,
+ "clean_loss": 0.6070226537432669,
+ "noisy_loss_mean": 0.6187326553901159
+ },
+ {
+ "train_step": 8172,
+ "loss": 0.8407266975219823,
+ "clean_loss": 0.8353250819907452,
+ "noisy_loss_mean": 0.8425272360323945
+ },
+ {
+ "train_step": 8173,
+ "loss": 0.4121300736665334,
+ "clean_loss": 0.41388469169521225,
+ "noisy_loss_mean": 0.4115452009903071
+ },
+ {
+ "train_step": 8174,
+ "loss": 0.5904471815181875,
+ "clean_loss": 0.5882195244817201,
+ "noisy_loss_mean": 0.5911897338636768
+ },
+ {
+ "train_step": 8175,
+ "loss": 0.6674842387200697,
+ "clean_loss": 0.6800762007714853,
+ "noisy_loss_mean": 0.6632869180362644
+ },
+ {
+ "train_step": 8176,
+ "loss": 0.47159536493165916,
+ "clean_loss": 0.47469355701173344,
+ "noisy_loss_mean": 0.4705626342383011
+ },
+ {
+ "train_step": 8177,
+ "loss": 0.7194460896297056,
+ "clean_loss": 0.6823192211378233,
+ "noisy_loss_mean": 0.731821712460333
+ },
+ {
+ "train_step": 8178,
+ "loss": 0.7412599377688758,
+ "clean_loss": 0.7456008452768291,
+ "noisy_loss_mean": 0.7398129685995579
+ },
+ {
+ "train_step": 8179,
+ "loss": 0.5956211993866081,
+ "clean_loss": 0.6005942222256864,
+ "noisy_loss_mean": 0.5939635251069153
+ },
+ {
+ "train_step": 8180,
+ "loss": 0.575790396741347,
+ "clean_loss": 0.5768146437216379,
+ "noisy_loss_mean": 0.5754489810812501
+ },
+ {
+ "train_step": 8181,
+ "loss": 0.5711212098659623,
+ "clean_loss": 0.5700547620212797,
+ "noisy_loss_mean": 0.5714766924808564
+ },
+ {
+ "train_step": 8182,
+ "loss": 0.47080836357437716,
+ "clean_loss": 0.4701326434887439,
+ "noisy_loss_mean": 0.4710336036029217
+ },
+ {
+ "train_step": 8183,
+ "loss": 0.7597430088164812,
+ "clean_loss": 0.7651088153987113,
+ "noisy_loss_mean": 0.7579544066224044
+ },
+ {
+ "train_step": 8184,
+ "loss": 0.6663602565743676,
+ "clean_loss": 0.6592737780173922,
+ "noisy_loss_mean": 0.6687224160933593
+ },
+ {
+ "train_step": 8185,
+ "loss": 0.5967590789619542,
+ "clean_loss": 0.5983897230270343,
+ "noisy_loss_mean": 0.5962155309402609
+ },
+ {
+ "train_step": 8186,
+ "loss": 0.4461393989532686,
+ "clean_loss": 0.44372241236788484,
+ "noisy_loss_mean": 0.4469450611483965
+ },
+ {
+ "train_step": 8187,
+ "loss": 0.6810980818453692,
+ "clean_loss": 0.6938788610034118,
+ "noisy_loss_mean": 0.6768378221260217
+ },
+ {
+ "train_step": 8188,
+ "loss": 0.5261036742759673,
+ "clean_loss": 0.5319121424581243,
+ "noisy_loss_mean": 0.5241675182152482
+ },
+ {
+ "train_step": 8189,
+ "loss": 0.5285764164568969,
+ "clean_loss": 0.5304523123463614,
+ "noisy_loss_mean": 0.5279511178270755
+ },
+ {
+ "train_step": 8190,
+ "loss": 0.4565420727605765,
+ "clean_loss": 0.44935443050874424,
+ "noisy_loss_mean": 0.4589379535111873
+ },
+ {
+ "train_step": 8191,
+ "loss": 0.6742009058901927,
+ "clean_loss": 0.6738820813235228,
+ "noisy_loss_mean": 0.6743071807457492
+ },
+ {
+ "train_step": 8192,
+ "loss": 0.440279796489805,
+ "clean_loss": 0.45300339746963697,
+ "noisy_loss_mean": 0.4360385961631943
+ },
+ {
+ "train_step": 8193,
+ "loss": 0.820879485922331,
+ "clean_loss": 0.8321241997682355,
+ "noisy_loss_mean": 0.8171312479736961
+ },
+ {
+ "train_step": 8194,
+ "loss": 0.4535330153966789,
+ "clean_loss": 0.44363965561803176,
+ "noisy_loss_mean": 0.4568308019895612
+ },
+ {
+ "train_step": 8195,
+ "loss": 0.38141112532718474,
+ "clean_loss": 0.3896571550599903,
+ "noisy_loss_mean": 0.3786624487495829
+ },
+ {
+ "train_step": 8196,
+ "loss": 0.628789680058281,
+ "clean_loss": 0.6290374805826786,
+ "noisy_loss_mean": 0.6287070798834816
+ },
+ {
+ "train_step": 8197,
+ "loss": 0.6847731053287054,
+ "clean_loss": 0.6829694132078955,
+ "noisy_loss_mean": 0.685374336035642
+ },
+ {
+ "train_step": 8198,
+ "loss": 0.4009622685517601,
+ "clean_loss": 0.40300858884270657,
+ "noisy_loss_mean": 0.4002801617881113
+ },
+ {
+ "train_step": 8199,
+ "loss": 0.6932163010044119,
+ "clean_loss": 0.7040021836802305,
+ "noisy_loss_mean": 0.6896210067791392
+ },
+ {
+ "train_step": 8200,
+ "loss": 0.4827327167771708,
+ "clean_loss": 0.4843880607604474,
+ "noisy_loss_mean": 0.48218093544941193
+ },
+ {
+ "train_step": 8201,
+ "loss": 0.5341554817252792,
+ "clean_loss": 0.5344499404910943,
+ "noisy_loss_mean": 0.5340573288033407
+ },
+ {
+ "train_step": 8202,
+ "loss": 0.705133270714565,
+ "clean_loss": 0.7140725896366698,
+ "noisy_loss_mean": 0.70215349774053
+ },
+ {
+ "train_step": 8203,
+ "loss": 0.49318593061315097,
+ "clean_loss": 0.49018293369923677,
+ "noisy_loss_mean": 0.4941869295844557
+ },
+ {
+ "train_step": 8204,
+ "loss": 0.555278249469688,
+ "clean_loss": 0.5518850839348849,
+ "noisy_loss_mean": 0.5564093046479556
+ },
+ {
+ "train_step": 8205,
+ "loss": 0.5629524310848922,
+ "clean_loss": 0.5697387466980768,
+ "noisy_loss_mean": 0.5606903258804974
+ },
+ {
+ "train_step": 8206,
+ "loss": 0.6400032296373669,
+ "clean_loss": 0.6385959470224554,
+ "noisy_loss_mean": 0.6404723238423373
+ },
+ {
+ "train_step": 8207,
+ "loss": 0.46545533075125206,
+ "clean_loss": 0.45332864328902445,
+ "noisy_loss_mean": 0.46949755990532793
+ },
+ {
+ "train_step": 8208,
+ "loss": 0.48910703976274617,
+ "clean_loss": 0.4821192636306215,
+ "noisy_loss_mean": 0.4914362984734544
+ },
+ {
+ "train_step": 8209,
+ "loss": 0.48024633125290195,
+ "clean_loss": 0.4873030205747916,
+ "noisy_loss_mean": 0.4778941014789388
+ },
+ {
+ "train_step": 8210,
+ "loss": 0.5373663840403494,
+ "clean_loss": 0.5286806878463628,
+ "noisy_loss_mean": 0.5402616161050116
+ },
+ {
+ "train_step": 8211,
+ "loss": 0.41131612266022,
+ "clean_loss": 0.41738102388655124,
+ "noisy_loss_mean": 0.40929448891810954
+ },
+ {
+ "train_step": 8212,
+ "loss": 0.6871056629868503,
+ "clean_loss": 0.692587656707343,
+ "noisy_loss_mean": 0.6852783317466861
+ },
+ {
+ "train_step": 8213,
+ "loss": 0.4052602808310029,
+ "clean_loss": 0.40633144766440976,
+ "noisy_loss_mean": 0.40490322521986727
+ },
+ {
+ "train_step": 8214,
+ "loss": 0.7184001108710617,
+ "clean_loss": 0.7074300843217426,
+ "noisy_loss_mean": 0.7220567863875015
+ },
+ {
+ "train_step": 8215,
+ "loss": 0.4825846075285328,
+ "clean_loss": 0.47304143187907477,
+ "noisy_loss_mean": 0.4857656660783522
+ },
+ {
+ "train_step": 8216,
+ "loss": 0.4556076864085093,
+ "clean_loss": 0.4652328794010198,
+ "noisy_loss_mean": 0.45239928874433916
+ },
+ {
+ "train_step": 8217,
+ "loss": 0.5976785079932744,
+ "clean_loss": 0.5733072379505828,
+ "noisy_loss_mean": 0.6058022646741715
+ },
+ {
+ "train_step": 8218,
+ "loss": 0.5653385933011482,
+ "clean_loss": 0.5643075858927933,
+ "noisy_loss_mean": 0.5656822624372665
+ },
+ {
+ "train_step": 8219,
+ "loss": 0.557999719962121,
+ "clean_loss": 0.5658920848329175,
+ "noisy_loss_mean": 0.5553689316718556
+ },
+ {
+ "train_step": 8220,
+ "loss": 0.45415465168256836,
+ "clean_loss": 0.46716250597935505,
+ "noisy_loss_mean": 0.4498187002503062
+ },
+ {
+ "train_step": 8221,
+ "loss": 0.639070542953529,
+ "clean_loss": 0.6356101569107924,
+ "noisy_loss_mean": 0.6402240049677745
+ },
+ {
+ "train_step": 8222,
+ "loss": 0.43555680719207146,
+ "clean_loss": 0.433947295734606,
+ "noisy_loss_mean": 0.4360933110112266
+ },
+ {
+ "train_step": 8223,
+ "loss": 0.6795335406901781,
+ "clean_loss": 0.6833997094824372,
+ "noisy_loss_mean": 0.6782448177594252
+ },
+ {
+ "train_step": 8224,
+ "loss": 0.5610400558713562,
+ "clean_loss": 0.5765285621933706,
+ "noisy_loss_mean": 0.5558772204306847
+ },
+ {
+ "train_step": 8225,
+ "loss": 0.7478500100076497,
+ "clean_loss": 0.7557552262789269,
+ "noisy_loss_mean": 0.745214937917224
+ },
+ {
+ "train_step": 8226,
+ "loss": 0.6100580987628841,
+ "clean_loss": 0.6053447413863976,
+ "noisy_loss_mean": 0.6116292178883795
+ },
+ {
+ "train_step": 8227,
+ "loss": 0.526836429500221,
+ "clean_loss": 0.5226323033423375,
+ "noisy_loss_mean": 0.5282378048861821
+ },
+ {
+ "train_step": 8228,
+ "loss": 0.471022265431073,
+ "clean_loss": 0.4802946184040573,
+ "noisy_loss_mean": 0.46793148110674493
+ },
+ {
+ "train_step": 8229,
+ "loss": 0.5997944237817016,
+ "clean_loss": 0.5938198142133343,
+ "noisy_loss_mean": 0.6017859603044906
+ },
+ {
+ "train_step": 8230,
+ "loss": 0.4050725514225616,
+ "clean_loss": 0.411092273068361,
+ "noisy_loss_mean": 0.40306597754062845
+ },
+ {
+ "train_step": 8231,
+ "loss": 0.4438278091910747,
+ "clean_loss": 0.44473159181622346,
+ "noisy_loss_mean": 0.4435265483160251
+ },
+ {
+ "train_step": 8232,
+ "loss": 0.4279015155737632,
+ "clean_loss": 0.421132247056588,
+ "noisy_loss_mean": 0.43015793841282157
+ },
+ {
+ "train_step": 8233,
+ "loss": 0.47374485376956255,
+ "clean_loss": 0.4741272244472215,
+ "noisy_loss_mean": 0.4736173968770096
+ },
+ {
+ "train_step": 8234,
+ "loss": 0.5217445848283488,
+ "clean_loss": 0.5086614033047296,
+ "noisy_loss_mean": 0.526105645336222
+ },
+ {
+ "train_step": 8235,
+ "loss": 0.5440574486692695,
+ "clean_loss": 0.5389831999182262,
+ "noisy_loss_mean": 0.5457488649196174
+ },
+ {
+ "train_step": 8236,
+ "loss": 0.603212599487247,
+ "clean_loss": 0.6086856129203213,
+ "noisy_loss_mean": 0.6013882616762222
+ },
+ {
+ "train_step": 8237,
+ "loss": 0.5575158857103257,
+ "clean_loss": 0.5508329398990524,
+ "noisy_loss_mean": 0.5597435343140836
+ },
+ {
+ "train_step": 8238,
+ "loss": 0.6827782771435682,
+ "clean_loss": 0.6669312409903677,
+ "noisy_loss_mean": 0.6880606225279684
+ },
+ {
+ "train_step": 8239,
+ "loss": 0.5758005726134567,
+ "clean_loss": 0.5706894048795061,
+ "noisy_loss_mean": 0.5775042951914403
+ },
+ {
+ "train_step": 8240,
+ "loss": 0.5984056417778849,
+ "clean_loss": 0.600570546299828,
+ "noisy_loss_mean": 0.5976840069372372
+ },
+ {
+ "train_step": 8241,
+ "loss": 0.6824254112408027,
+ "clean_loss": 0.6824093086330028,
+ "noisy_loss_mean": 0.682430778776736
+ },
+ {
+ "train_step": 8242,
+ "loss": 0.5770901983967012,
+ "clean_loss": 0.5725101153232155,
+ "noisy_loss_mean": 0.5786168927545297
+ },
+ {
+ "train_step": 8243,
+ "loss": 0.529158504227047,
+ "clean_loss": 0.5309923640340484,
+ "noisy_loss_mean": 0.5285472176247132
+ },
+ {
+ "train_step": 8244,
+ "loss": 0.621342338301038,
+ "clean_loss": 0.6305451715067799,
+ "noisy_loss_mean": 0.6182747272324575
+ },
+ {
+ "train_step": 8245,
+ "loss": 0.39040943062555394,
+ "clean_loss": 0.387764725196041,
+ "noisy_loss_mean": 0.3912909991020583
+ },
+ {
+ "train_step": 8246,
+ "loss": 0.6569922421872549,
+ "clean_loss": 0.6394059884565524,
+ "noisy_loss_mean": 0.6628543267641559
+ },
+ {
+ "train_step": 8247,
+ "loss": 0.4396773668847115,
+ "clean_loss": 0.43573544800365915,
+ "noisy_loss_mean": 0.4409913398450623
+ },
+ {
+ "train_step": 8248,
+ "loss": 0.4790636312437567,
+ "clean_loss": 0.49025057586441634,
+ "noisy_loss_mean": 0.4753346497035369
+ },
+ {
+ "train_step": 8249,
+ "loss": 0.6763511144279428,
+ "clean_loss": 0.6815899593079738,
+ "noisy_loss_mean": 0.6746048328012658
+ },
+ {
+ "train_step": 8250,
+ "loss": 0.5756984132337429,
+ "clean_loss": 0.5690652510377952,
+ "noisy_loss_mean": 0.5779094672990589
+ },
+ {
+ "train_step": 8251,
+ "loss": 0.7243477415989955,
+ "clean_loss": 0.7254039976412161,
+ "noisy_loss_mean": 0.7239956562515887
+ },
+ {
+ "train_step": 8252,
+ "loss": 0.6170645497178454,
+ "clean_loss": 0.6037191547891166,
+ "noisy_loss_mean": 0.6215130146940884
+ },
+ {
+ "train_step": 8253,
+ "loss": 0.40357925215826995,
+ "clean_loss": 0.4082967181402948,
+ "noisy_loss_mean": 0.402006763497595
+ },
+ {
+ "train_step": 8254,
+ "loss": 0.5060770244339496,
+ "clean_loss": 0.48147047619551814,
+ "noisy_loss_mean": 0.5142792071800936
+ },
+ {
+ "train_step": 8255,
+ "loss": 0.5682531985985108,
+ "clean_loss": 0.5635764140542988,
+ "noisy_loss_mean": 0.5698121267799148
+ },
+ {
+ "train_step": 8256,
+ "loss": 0.46219767218604857,
+ "clean_loss": 0.46418260464098915,
+ "noisy_loss_mean": 0.46153602803440164
+ },
+ {
+ "train_step": 8257,
+ "loss": 0.6676863650803231,
+ "clean_loss": 0.6535988881520209,
+ "noisy_loss_mean": 0.6723821907230905
+ },
+ {
+ "train_step": 8258,
+ "loss": 0.6137078167093257,
+ "clean_loss": 0.6074383162038114,
+ "noisy_loss_mean": 0.6157976502111638
+ },
+ {
+ "train_step": 8259,
+ "loss": 0.6452126082244125,
+ "clean_loss": 0.6365743597462166,
+ "noisy_loss_mean": 0.6480920243838112
+ },
+ {
+ "train_step": 8260,
+ "loss": 0.618306558529042,
+ "clean_loss": 0.6140593225054983,
+ "noisy_loss_mean": 0.6197223038702232
+ },
+ {
+ "train_step": 8261,
+ "loss": 0.5474898714788465,
+ "clean_loss": 0.5590662094876647,
+ "noisy_loss_mean": 0.5436310921425739
+ },
+ {
+ "train_step": 8262,
+ "loss": 0.6266640648826789,
+ "clean_loss": 0.6390004246462839,
+ "noisy_loss_mean": 0.6225519449614771
+ },
+ {
+ "train_step": 8263,
+ "loss": 0.4407241492352605,
+ "clean_loss": 0.4440039467667993,
+ "noisy_loss_mean": 0.43963088339141415
+ },
+ {
+ "train_step": 8264,
+ "loss": 0.6016039872441448,
+ "clean_loss": 0.6016282676821312,
+ "noisy_loss_mean": 0.601595893764816
+ },
+ {
+ "train_step": 8265,
+ "loss": 0.5799779970887142,
+ "clean_loss": 0.6009824682414465,
+ "noisy_loss_mean": 0.5729765067044701
+ },
+ {
+ "train_step": 8266,
+ "loss": 0.4524313076471092,
+ "clean_loss": 0.46052965225474124,
+ "noisy_loss_mean": 0.4497318594445652
+ },
+ {
+ "train_step": 8267,
+ "loss": 0.30498076675259117,
+ "clean_loss": 0.30543509037903427,
+ "noisy_loss_mean": 0.3048293255437768
+ },
+ {
+ "train_step": 8268,
+ "loss": 0.6428328177781577,
+ "clean_loss": 0.6509856088787298,
+ "noisy_loss_mean": 0.6401152207446336
+ },
+ {
+ "train_step": 8269,
+ "loss": 0.3663896498407344,
+ "clean_loss": 0.36392428399120985,
+ "noisy_loss_mean": 0.3672114384572425
+ },
+ {
+ "train_step": 8270,
+ "loss": 0.73633632868723,
+ "clean_loss": 0.7383662976787001,
+ "noisy_loss_mean": 0.73565967235674
+ },
+ {
+ "train_step": 8271,
+ "loss": 0.5872515870428743,
+ "clean_loss": 0.5726456037389853,
+ "noisy_loss_mean": 0.5921202481441706
+ },
+ {
+ "train_step": 8272,
+ "loss": 0.4936884590097771,
+ "clean_loss": 0.5014814184594106,
+ "noisy_loss_mean": 0.4910908058598992
+ },
+ {
+ "train_step": 8273,
+ "loss": 0.464759060469752,
+ "clean_loss": 0.4699351550243414,
+ "noisy_loss_mean": 0.4630336956182222
+ },
+ {
+ "train_step": 8274,
+ "loss": 0.7525041009193332,
+ "clean_loss": 0.7538342486026226,
+ "noisy_loss_mean": 0.7520607183582367
+ },
+ {
+ "train_step": 8275,
+ "loss": 0.5839067718097549,
+ "clean_loss": 0.5930826290107618,
+ "noisy_loss_mean": 0.5808481527427526
+ },
+ {
+ "train_step": 8276,
+ "loss": 0.5202208867413691,
+ "clean_loss": 0.5205738055658717,
+ "noisy_loss_mean": 0.5201032471332017
+ },
+ {
+ "train_step": 8277,
+ "loss": 0.5616232132778483,
+ "clean_loss": 0.5596451545108985,
+ "noisy_loss_mean": 0.5622825662001648
+ },
+ {
+ "train_step": 8278,
+ "loss": 0.610451716137997,
+ "clean_loss": 0.6136008562508954,
+ "noisy_loss_mean": 0.6094020027670308
+ },
+ {
+ "train_step": 8279,
+ "loss": 0.261687371192265,
+ "clean_loss": 0.26498128121521536,
+ "noisy_loss_mean": 0.2605894011846148
+ },
+ {
+ "train_step": 8280,
+ "loss": 0.7487451121234003,
+ "clean_loss": 0.7625368182389145,
+ "noisy_loss_mean": 0.7441478767515624
+ },
+ {
+ "train_step": 8281,
+ "loss": 0.4646334885437663,
+ "clean_loss": 0.45945128969093824,
+ "noisy_loss_mean": 0.46636088816137566
+ },
+ {
+ "train_step": 8282,
+ "loss": 0.695556268491389,
+ "clean_loss": 0.695306007106327,
+ "noisy_loss_mean": 0.6956396889530764
+ },
+ {
+ "train_step": 8283,
+ "loss": 0.42871768723039927,
+ "clean_loss": 0.42558638770945284,
+ "noisy_loss_mean": 0.42976145373738145
+ },
+ {
+ "train_step": 8284,
+ "loss": 0.7606075835587679,
+ "clean_loss": 0.7635847213346977,
+ "noisy_loss_mean": 0.7596152043001246
+ },
+ {
+ "train_step": 8285,
+ "loss": 0.6106766246973823,
+ "clean_loss": 0.6159365523111542,
+ "noisy_loss_mean": 0.6089233154927914
+ },
+ {
+ "train_step": 8286,
+ "loss": 0.4978735307774306,
+ "clean_loss": 0.4968751688839762,
+ "noisy_loss_mean": 0.4982063180752487
+ },
+ {
+ "train_step": 8287,
+ "loss": 0.48372531157864485,
+ "clean_loss": 0.4815203675414808,
+ "noisy_loss_mean": 0.48446029292436626
+ },
+ {
+ "train_step": 8288,
+ "loss": 0.5561217396914838,
+ "clean_loss": 0.55947901338488,
+ "noisy_loss_mean": 0.5550026484603517
+ },
+ {
+ "train_step": 8289,
+ "loss": 0.5563146592140737,
+ "clean_loss": 0.5619608105739565,
+ "noisy_loss_mean": 0.5544326087607795
+ },
+ {
+ "train_step": 8290,
+ "loss": 0.6360492309394676,
+ "clean_loss": 0.6311083011119782,
+ "noisy_loss_mean": 0.6376962075486308
+ },
+ {
+ "train_step": 8291,
+ "loss": 0.4459233717353349,
+ "clean_loss": 0.44623325369794153,
+ "noisy_loss_mean": 0.44582007774779936
+ },
+ {
+ "train_step": 8292,
+ "loss": 0.5199597029451798,
+ "clean_loss": 0.5097396496870922,
+ "noisy_loss_mean": 0.5233663873645424
+ },
+ {
+ "train_step": 8293,
+ "loss": 0.459664802420526,
+ "clean_loss": 0.4510190467740403,
+ "noisy_loss_mean": 0.46254672096935456
+ },
+ {
+ "train_step": 8294,
+ "loss": 0.6697588019232841,
+ "clean_loss": 0.6724910623194069,
+ "noisy_loss_mean": 0.6688480484579099
+ },
+ {
+ "train_step": 8295,
+ "loss": 0.5846969088522436,
+ "clean_loss": 0.5790670618932694,
+ "noisy_loss_mean": 0.5865735245052348
+ },
+ {
+ "train_step": 8296,
+ "loss": 0.46379427392996453,
+ "clean_loss": 0.46464116701078917,
+ "noisy_loss_mean": 0.46351197623635626
+ },
+ {
+ "train_step": 8297,
+ "loss": 0.42503490212078393,
+ "clean_loss": 0.43205414715424934,
+ "noisy_loss_mean": 0.42269515377629546
+ },
+ {
+ "train_step": 8298,
+ "loss": 0.5478672703508941,
+ "clean_loss": 0.5342907268305986,
+ "noisy_loss_mean": 0.5523927848576592
+ },
+ {
+ "train_step": 8299,
+ "loss": 0.6729865319494011,
+ "clean_loss": 0.6795141917164609,
+ "noisy_loss_mean": 0.6708106453603812
+ },
+ {
+ "train_step": 8300,
+ "loss": 0.6129210863608805,
+ "clean_loss": 0.6108997492395066,
+ "noisy_loss_mean": 0.6135948654013385
+ },
+ {
+ "train_step": 8301,
+ "loss": 0.6211448501708817,
+ "clean_loss": 0.6201912489286747,
+ "noisy_loss_mean": 0.6214627172516175
+ },
+ {
+ "train_step": 8302,
+ "loss": 0.639312065892233,
+ "clean_loss": 0.6433544586711868,
+ "noisy_loss_mean": 0.6379646016325817
+ },
+ {
+ "train_step": 8303,
+ "loss": 0.6051481316441643,
+ "clean_loss": 0.6055893127119096,
+ "noisy_loss_mean": 0.6050010712882492
+ },
+ {
+ "train_step": 8304,
+ "loss": 0.5674645566618566,
+ "clean_loss": 0.5729096228213864,
+ "noisy_loss_mean": 0.5656495346086801
+ },
+ {
+ "train_step": 8305,
+ "loss": 0.920486353168718,
+ "clean_loss": 0.9192042083752666,
+ "noisy_loss_mean": 0.9209137347665352
+ },
+ {
+ "train_step": 8306,
+ "loss": 0.7335399631092032,
+ "clean_loss": 0.7385600413908259,
+ "noisy_loss_mean": 0.7318666036819956
+ },
+ {
+ "train_step": 8307,
+ "loss": 0.48123245933603326,
+ "clean_loss": 0.4740650443430571,
+ "noisy_loss_mean": 0.48362159766702534
+ },
+ {
+ "train_step": 8308,
+ "loss": 0.4705760422589759,
+ "clean_loss": 0.4635594099455626,
+ "noisy_loss_mean": 0.47291491969678034
+ },
+ {
+ "train_step": 8309,
+ "loss": 0.42817116803621735,
+ "clean_loss": 0.42145986378278355,
+ "noisy_loss_mean": 0.4304082694540286
+ },
+ {
+ "train_step": 8310,
+ "loss": 0.532069987267928,
+ "clean_loss": 0.5383409686119052,
+ "noisy_loss_mean": 0.5299796601532689
+ },
+ {
+ "train_step": 8311,
+ "loss": 0.707834661123865,
+ "clean_loss": 0.7254374921206138,
+ "noisy_loss_mean": 0.7019670507916153
+ },
+ {
+ "train_step": 8312,
+ "loss": 0.6150688974021534,
+ "clean_loss": 0.6181970172202361,
+ "noisy_loss_mean": 0.6140261907961259
+ },
+ {
+ "train_step": 8313,
+ "loss": 0.3797528617185598,
+ "clean_loss": 0.3686646038459096,
+ "noisy_loss_mean": 0.3834489476761099
+ },
+ {
+ "train_step": 8314,
+ "loss": 0.6231207757620715,
+ "clean_loss": 0.6018788767287834,
+ "noisy_loss_mean": 0.6302014087731675
+ },
+ {
+ "train_step": 8315,
+ "loss": 0.9224406878330255,
+ "clean_loss": 0.925831694309209,
+ "noisy_loss_mean": 0.9213103523409644
+ },
+ {
+ "train_step": 8316,
+ "loss": 0.4393339711843511,
+ "clean_loss": 0.4412861460426284,
+ "noisy_loss_mean": 0.43868324623159194
+ },
+ {
+ "train_step": 8317,
+ "loss": 0.6141995906876362,
+ "clean_loss": 0.6045292225850767,
+ "noisy_loss_mean": 0.6174230467218227
+ },
+ {
+ "train_step": 8318,
+ "loss": 0.48514127816411123,
+ "clean_loss": 0.4880610733103931,
+ "noisy_loss_mean": 0.4841680131153507
+ },
+ {
+ "train_step": 8319,
+ "loss": 0.5722858600338248,
+ "clean_loss": 0.5715793461032642,
+ "noisy_loss_mean": 0.5725213646773449
+ },
+ {
+ "train_step": 8320,
+ "loss": 0.3918694302913808,
+ "clean_loss": 0.3912237039818969,
+ "noisy_loss_mean": 0.39208467239454214
+ },
+ {
+ "train_step": 8321,
+ "loss": 0.2953404440491932,
+ "clean_loss": 0.2954807026961406,
+ "noisy_loss_mean": 0.29529369116687737
+ },
+ {
+ "train_step": 8322,
+ "loss": 0.7757225729305657,
+ "clean_loss": 0.76776136685641,
+ "noisy_loss_mean": 0.7783763082886175
+ },
+ {
+ "train_step": 8323,
+ "loss": 0.41964467508923914,
+ "clean_loss": 0.406088357584582,
+ "noisy_loss_mean": 0.42416344759079155
+ },
+ {
+ "train_step": 8324,
+ "loss": 0.46246620575900177,
+ "clean_loss": 0.4707679562504319,
+ "noisy_loss_mean": 0.4596989555951918
+ },
+ {
+ "train_step": 8325,
+ "loss": 0.60963648903105,
+ "clean_loss": 0.621399348019884,
+ "noisy_loss_mean": 0.605715536034772
+ },
+ {
+ "train_step": 8326,
+ "loss": 0.5824433011187857,
+ "clean_loss": 0.5630768680754966,
+ "noisy_loss_mean": 0.5888987787998822
+ },
+ {
+ "train_step": 8327,
+ "loss": 0.4881500882605752,
+ "clean_loss": 0.4902120748641959,
+ "noisy_loss_mean": 0.48746275939270167
+ },
+ {
+ "train_step": 8328,
+ "loss": 0.5287189936321293,
+ "clean_loss": 0.5349640582571178,
+ "noisy_loss_mean": 0.5266373054237997
+ },
+ {
+ "train_step": 8329,
+ "loss": 0.5265054897941404,
+ "clean_loss": 0.5214485275783838,
+ "noisy_loss_mean": 0.5281911438660591
+ },
+ {
+ "train_step": 8330,
+ "loss": 0.6318717847805748,
+ "clean_loss": 0.6349227161371624,
+ "noisy_loss_mean": 0.6308548076617124
+ },
+ {
+ "train_step": 8331,
+ "loss": 0.457014853117251,
+ "clean_loss": 0.45772664240749816,
+ "noisy_loss_mean": 0.456777590020502
+ },
+ {
+ "train_step": 8332,
+ "loss": 0.4456525892793286,
+ "clean_loss": 0.45266567096779786,
+ "noisy_loss_mean": 0.4433148953831722
+ },
+ {
+ "train_step": 8333,
+ "loss": 0.3990793536191176,
+ "clean_loss": 0.39613105193742604,
+ "noisy_loss_mean": 0.4000621208463481
+ },
+ {
+ "train_step": 8334,
+ "loss": 0.47750007904532477,
+ "clean_loss": 0.47764950401631656,
+ "noisy_loss_mean": 0.4774502707216608
+ },
+ {
+ "train_step": 8335,
+ "loss": 0.5362230761407736,
+ "clean_loss": 0.544596320608426,
+ "noisy_loss_mean": 0.5334319946515561
+ },
+ {
+ "train_step": 8336,
+ "loss": 0.5166766509925845,
+ "clean_loss": 0.5085108646785712,
+ "noisy_loss_mean": 0.5193985797639222
+ },
+ {
+ "train_step": 8337,
+ "loss": 0.5924882271450024,
+ "clean_loss": 0.6067865148218617,
+ "noisy_loss_mean": 0.5877221312527159
+ },
+ {
+ "train_step": 8338,
+ "loss": 0.534862508642107,
+ "clean_loss": 0.5373211156452133,
+ "noisy_loss_mean": 0.5340429729744051
+ },
+ {
+ "train_step": 8339,
+ "loss": 0.3783648591850234,
+ "clean_loss": 0.3750689329530033,
+ "noisy_loss_mean": 0.37946350126236333
+ },
+ {
+ "train_step": 8340,
+ "loss": 0.6654645121303082,
+ "clean_loss": 0.6634939403375043,
+ "noisy_loss_mean": 0.6661213693945762
+ },
+ {
+ "train_step": 8341,
+ "loss": 0.4468939161749911,
+ "clean_loss": 0.4487948774516392,
+ "noisy_loss_mean": 0.44626026241610833
+ },
+ {
+ "train_step": 8342,
+ "loss": 0.5325809575073704,
+ "clean_loss": 0.5253150494728374,
+ "noisy_loss_mean": 0.5350029268522148
+ },
+ {
+ "train_step": 8343,
+ "loss": 0.5884912444506669,
+ "clean_loss": 0.5868586589685529,
+ "noisy_loss_mean": 0.5890354396113716
+ },
+ {
+ "train_step": 8344,
+ "loss": 0.2762371277875105,
+ "clean_loss": 0.2833341031285186,
+ "noisy_loss_mean": 0.27387146934050777
+ },
+ {
+ "train_step": 8345,
+ "loss": 0.6414955428187625,
+ "clean_loss": 0.6367721483672544,
+ "noisy_loss_mean": 0.6430700076359318
+ },
+ {
+ "train_step": 8346,
+ "loss": 0.5354987452700587,
+ "clean_loss": 0.5406550819662137,
+ "noisy_loss_mean": 0.5337799663713404
+ },
+ {
+ "train_step": 8347,
+ "loss": 0.5783511858657449,
+ "clean_loss": 0.5787100947030427,
+ "noisy_loss_mean": 0.5782315495866457
+ },
+ {
+ "train_step": 8348,
+ "loss": 0.4720764269935469,
+ "clean_loss": 0.46530487239872986,
+ "noisy_loss_mean": 0.47433361185848594
+ },
+ {
+ "train_step": 8349,
+ "loss": 0.5337896699950517,
+ "clean_loss": 0.5319628483816226,
+ "noisy_loss_mean": 0.5343986105328614
+ },
+ {
+ "train_step": 8350,
+ "loss": 0.46562374035663123,
+ "clean_loss": 0.4619562722403295,
+ "noisy_loss_mean": 0.46684622972873185
+ },
+ {
+ "train_step": 8351,
+ "loss": 0.6482376663264022,
+ "clean_loss": 0.6445074741092843,
+ "noisy_loss_mean": 0.6494810637321082
+ },
+ {
+ "train_step": 8352,
+ "loss": 0.4545246820689732,
+ "clean_loss": 0.4628567712844432,
+ "noisy_loss_mean": 0.45174731899714987
+ },
+ {
+ "train_step": 8353,
+ "loss": 0.3973308345525667,
+ "clean_loss": 0.3954721095278403,
+ "noisy_loss_mean": 0.3979504095608088
+ },
+ {
+ "train_step": 8354,
+ "loss": 0.4438417246548332,
+ "clean_loss": 0.46025992302426005,
+ "noisy_loss_mean": 0.43836899186502415
+ },
+ {
+ "train_step": 8355,
+ "loss": 0.3457959980908048,
+ "clean_loss": 0.34908122299783356,
+ "noisy_loss_mean": 0.3447009231217952
+ },
+ {
+ "train_step": 8356,
+ "loss": 0.4785696639696238,
+ "clean_loss": 0.49646741477896306,
+ "noisy_loss_mean": 0.47260374703317737
+ },
+ {
+ "train_step": 8357,
+ "loss": 0.5197135027672598,
+ "clean_loss": 0.5227317756277705,
+ "noisy_loss_mean": 0.5187074118137561
+ },
+ {
+ "train_step": 8358,
+ "loss": 0.5617094738626354,
+ "clean_loss": 0.5663674433729979,
+ "noisy_loss_mean": 0.5601568173591812
+ },
+ {
+ "train_step": 8359,
+ "loss": 0.6050354547407432,
+ "clean_loss": 0.6026364859621236,
+ "noisy_loss_mean": 0.605835111000283
+ },
+ {
+ "train_step": 8360,
+ "loss": 0.7421587515494373,
+ "clean_loss": 0.7319309638317076,
+ "noisy_loss_mean": 0.7455680141220139
+ },
+ {
+ "train_step": 8361,
+ "loss": 0.573553907217065,
+ "clean_loss": 0.5841799652725169,
+ "noisy_loss_mean": 0.5700118878652477
+ },
+ {
+ "train_step": 8362,
+ "loss": 0.48633681643434623,
+ "clean_loss": 0.49995163887837535,
+ "noisy_loss_mean": 0.4817985422863365
+ },
+ {
+ "train_step": 8363,
+ "loss": 0.6661180823728574,
+ "clean_loss": 0.6609393229063377,
+ "noisy_loss_mean": 0.667844335528364
+ },
+ {
+ "train_step": 8364,
+ "loss": 0.5075399244373993,
+ "clean_loss": 0.5029544522352359,
+ "noisy_loss_mean": 0.5090684151714536
+ },
+ {
+ "train_step": 8365,
+ "loss": 0.6435403583244843,
+ "clean_loss": 0.637913655941069,
+ "noisy_loss_mean": 0.6454159257856227
+ },
+ {
+ "train_step": 8366,
+ "loss": 0.5768200783259525,
+ "clean_loss": 0.5723543098139264,
+ "noisy_loss_mean": 0.5783086678299613
+ },
+ {
+ "train_step": 8367,
+ "loss": 0.5077647362808868,
+ "clean_loss": 0.5137539225527284,
+ "noisy_loss_mean": 0.5057683408569396
+ },
+ {
+ "train_step": 8368,
+ "loss": 0.6663119501048149,
+ "clean_loss": 0.66338990058956,
+ "noisy_loss_mean": 0.6672859666098998
+ },
+ {
+ "train_step": 8369,
+ "loss": 0.648225712015212,
+ "clean_loss": 0.6420710693445162,
+ "noisy_loss_mean": 0.6502772595721106
+ },
+ {
+ "train_step": 8370,
+ "loss": 0.3856298784857457,
+ "clean_loss": 0.3874381551593864,
+ "noisy_loss_mean": 0.38502711959453206
+ },
+ {
+ "train_step": 8371,
+ "loss": 0.6320647544809983,
+ "clean_loss": 0.6277018756017434,
+ "noisy_loss_mean": 0.6335190474407498
+ },
+ {
+ "train_step": 8372,
+ "loss": 0.5218608927142696,
+ "clean_loss": 0.5095164246586015,
+ "noisy_loss_mean": 0.5259757153994923
+ },
+ {
+ "train_step": 8373,
+ "loss": 0.6456052168057217,
+ "clean_loss": 0.6452392391113341,
+ "noisy_loss_mean": 0.6457272093705175
+ },
+ {
+ "train_step": 8374,
+ "loss": 0.7378278135537204,
+ "clean_loss": 0.7274078452424034,
+ "noisy_loss_mean": 0.7413011363241595
+ },
+ {
+ "train_step": 8375,
+ "loss": 0.44553289626258336,
+ "clean_loss": 0.4328370107308218,
+ "noisy_loss_mean": 0.4497648581065039
+ },
+ {
+ "train_step": 8376,
+ "loss": 0.6524397581083028,
+ "clean_loss": 0.658092273969305,
+ "noisy_loss_mean": 0.6505555861546354
+ },
+ {
+ "train_step": 8377,
+ "loss": 0.431105734918709,
+ "clean_loss": 0.42617490181713513,
+ "noisy_loss_mean": 0.4327493459525669
+ },
+ {
+ "train_step": 8378,
+ "loss": 0.5283854915165871,
+ "clean_loss": 0.544850276265527,
+ "noisy_loss_mean": 0.5228972299336071
+ },
+ {
+ "train_step": 8379,
+ "loss": 0.3940633783776212,
+ "clean_loss": 0.3939900800490156,
+ "noisy_loss_mean": 0.3940878111538231
+ },
+ {
+ "train_step": 8380,
+ "loss": 0.6864936412407556,
+ "clean_loss": 0.680071423693786,
+ "noisy_loss_mean": 0.6886343804230788
+ },
+ {
+ "train_step": 8381,
+ "loss": 0.3992217982610369,
+ "clean_loss": 0.3852233762260451,
+ "noisy_loss_mean": 0.4038879389393675
+ },
+ {
+ "train_step": 8382,
+ "loss": 0.48480608379912554,
+ "clean_loss": 0.4889344311744273,
+ "noisy_loss_mean": 0.4834299680073583
+ },
+ {
+ "train_step": 8383,
+ "loss": 0.6459718464240155,
+ "clean_loss": 0.629278141458153,
+ "noisy_loss_mean": 0.6515364147459697
+ },
+ {
+ "train_step": 8384,
+ "loss": 0.5479768184072354,
+ "clean_loss": 0.5396055009503592,
+ "noisy_loss_mean": 0.5507672575595274
+ },
+ {
+ "train_step": 8385,
+ "loss": 0.6056651824920215,
+ "clean_loss": 0.6009461431268637,
+ "noisy_loss_mean": 0.6072381956137408
+ },
+ {
+ "train_step": 8386,
+ "loss": 0.807178460972148,
+ "clean_loss": 0.8003589100654467,
+ "noisy_loss_mean": 0.8094516446077149
+ },
+ {
+ "train_step": 8387,
+ "loss": 0.5575119119079728,
+ "clean_loss": 0.5550142247273948,
+ "noisy_loss_mean": 0.5583444743014988
+ },
+ {
+ "train_step": 8388,
+ "loss": 0.24512754840590767,
+ "clean_loss": 0.24626739184231783,
+ "noisy_loss_mean": 0.2447476005937709
+ },
+ {
+ "train_step": 8389,
+ "loss": 0.6993515636317517,
+ "clean_loss": 0.7007565001709137,
+ "noisy_loss_mean": 0.698883251452031
+ },
+ {
+ "train_step": 8390,
+ "loss": 0.7558789138460974,
+ "clean_loss": 0.7263461793135009,
+ "noisy_loss_mean": 0.7657231586902963
+ },
+ {
+ "train_step": 8391,
+ "loss": 0.44517332504137375,
+ "clean_loss": 0.4326682121725601,
+ "noisy_loss_mean": 0.449341695997645
+ },
+ {
+ "train_step": 8392,
+ "loss": 0.5460255121664696,
+ "clean_loss": 0.5406554505248525,
+ "noisy_loss_mean": 0.5478155327136752
+ },
+ {
+ "train_step": 8393,
+ "loss": 0.5606182859375907,
+ "clean_loss": 0.5594286873378909,
+ "noisy_loss_mean": 0.5610148188041572
+ },
+ {
+ "train_step": 8394,
+ "loss": 0.474078929078961,
+ "clean_loss": 0.48161734395341926,
+ "noisy_loss_mean": 0.47156612412080817
+ },
+ {
+ "train_step": 8395,
+ "loss": 0.5377346182334324,
+ "clean_loss": 0.5527622178462057,
+ "noisy_loss_mean": 0.532725418362508
+ },
+ {
+ "train_step": 8396,
+ "loss": 0.3492612658784072,
+ "clean_loss": 0.3484526741075083,
+ "noisy_loss_mean": 0.34953079646870683
+ },
+ {
+ "train_step": 8397,
+ "loss": 0.6926865218444711,
+ "clean_loss": 0.6862333802745778,
+ "noisy_loss_mean": 0.6948375690344356
+ },
+ {
+ "train_step": 8398,
+ "loss": 0.583835094589312,
+ "clean_loss": 0.5823683263247137,
+ "noisy_loss_mean": 0.5843240173441782
+ },
+ {
+ "train_step": 8399,
+ "loss": 0.6384814302604858,
+ "clean_loss": 0.6422715815811297,
+ "noisy_loss_mean": 0.6372180464869378
+ },
+ {
+ "train_step": 8400,
+ "loss": 0.6566683958142749,
+ "clean_loss": 0.6532608286734085,
+ "noisy_loss_mean": 0.6578042515278971
+ },
+ {
+ "train_step": 8401,
+ "loss": 0.5718725350084142,
+ "clean_loss": 0.5664271603353322,
+ "noisy_loss_mean": 0.5736876598994414
+ },
+ {
+ "train_step": 8402,
+ "loss": 0.628262099810696,
+ "clean_loss": 0.6169190428904126,
+ "noisy_loss_mean": 0.6320431187841238
+ },
+ {
+ "train_step": 8403,
+ "loss": 0.8208014643257148,
+ "clean_loss": 0.8313952807691585,
+ "noisy_loss_mean": 0.8172701921779001
+ },
+ {
+ "train_step": 8404,
+ "loss": 0.38750734390867897,
+ "clean_loss": 0.4125272698464471,
+ "noisy_loss_mean": 0.3791673685960896
+ },
+ {
+ "train_step": 8405,
+ "loss": 0.42368580224255126,
+ "clean_loss": 0.4213804233409394,
+ "noisy_loss_mean": 0.42445426187642193
+ },
+ {
+ "train_step": 8406,
+ "loss": 0.551604941551708,
+ "clean_loss": 0.5426339752635851,
+ "noisy_loss_mean": 0.5545952636477489
+ },
+ {
+ "train_step": 8407,
+ "loss": 0.6272319200732484,
+ "clean_loss": 0.6264044104071176,
+ "noisy_loss_mean": 0.6275077566286252
+ },
+ {
+ "train_step": 8408,
+ "loss": 0.4862351606417675,
+ "clean_loss": 0.4819885148678705,
+ "noisy_loss_mean": 0.4876507092330666
+ },
+ {
+ "train_step": 8409,
+ "loss": 0.6109868990113013,
+ "clean_loss": 0.6270685678958925,
+ "noisy_loss_mean": 0.6056263427164376
+ },
+ {
+ "train_step": 8410,
+ "loss": 0.6173530851859353,
+ "clean_loss": 0.6130131726954233,
+ "noisy_loss_mean": 0.6187997226827727
+ },
+ {
+ "train_step": 8411,
+ "loss": 0.42834951242683283,
+ "clean_loss": 0.42230117737923445,
+ "noisy_loss_mean": 0.43036562410936563
+ },
+ {
+ "train_step": 8412,
+ "loss": 0.5761443134736703,
+ "clean_loss": 0.5711413754532461,
+ "noisy_loss_mean": 0.5778119594804786
+ },
+ {
+ "train_step": 8413,
+ "loss": 0.4598556848691656,
+ "clean_loss": 0.46434912982171406,
+ "noisy_loss_mean": 0.4583578698849828
+ },
+ {
+ "train_step": 8414,
+ "loss": 0.42163063054955985,
+ "clean_loss": 0.4109399221195986,
+ "noisy_loss_mean": 0.4251942000262135
+ },
+ {
+ "train_step": 8415,
+ "loss": 0.5857641712832915,
+ "clean_loss": 0.5863555814983941,
+ "noisy_loss_mean": 0.585567034544924
+ },
+ {
+ "train_step": 8416,
+ "loss": 0.5273410546347058,
+ "clean_loss": 0.5417214269821651,
+ "noisy_loss_mean": 0.5225475971855525
+ },
+ {
+ "train_step": 8417,
+ "loss": 0.5440078902632489,
+ "clean_loss": 0.5584701593168158,
+ "noisy_loss_mean": 0.53918713391206
+ },
+ {
+ "train_step": 8418,
+ "loss": 0.45168692923350423,
+ "clean_loss": 0.45964880744914655,
+ "noisy_loss_mean": 0.44903296982829016
+ },
+ {
+ "train_step": 8419,
+ "loss": 0.44577635291369827,
+ "clean_loss": 0.4449673397495461,
+ "noisy_loss_mean": 0.44604602396841564
+ },
+ {
+ "train_step": 8420,
+ "loss": 0.6126227172800826,
+ "clean_loss": 0.6047359204767245,
+ "noisy_loss_mean": 0.6152516495478686
+ },
+ {
+ "train_step": 8421,
+ "loss": 0.28520244627472313,
+ "clean_loss": 0.2782342619633899,
+ "noisy_loss_mean": 0.28752517437850095
+ },
+ {
+ "train_step": 8422,
+ "loss": 0.4915804946826756,
+ "clean_loss": 0.5032077477006323,
+ "noisy_loss_mean": 0.4877047436766901
+ },
+ {
+ "train_step": 8423,
+ "loss": 0.2523127508166463,
+ "clean_loss": 0.25634292747420495,
+ "noisy_loss_mean": 0.25096935859746006
+ },
+ {
+ "train_step": 8424,
+ "loss": 0.44653697050708563,
+ "clean_loss": 0.41930891557886557,
+ "noisy_loss_mean": 0.45561298881649237
+ },
+ {
+ "train_step": 8425,
+ "loss": 0.48336903417834337,
+ "clean_loss": 0.483659417702284,
+ "noisy_loss_mean": 0.4832722396703632
+ },
+ {
+ "train_step": 8426,
+ "loss": 0.6173329706365096,
+ "clean_loss": 0.6156360300256852,
+ "noisy_loss_mean": 0.6178986175067842
+ },
+ {
+ "train_step": 8427,
+ "loss": 0.5195677485459727,
+ "clean_loss": 0.5161837203067234,
+ "noisy_loss_mean": 0.5206957579590558
+ },
+ {
+ "train_step": 8428,
+ "loss": 0.49181810761173106,
+ "clean_loss": 0.48870207710419883,
+ "noisy_loss_mean": 0.49285678444757514
+ },
+ {
+ "train_step": 8429,
+ "loss": 0.589458809583682,
+ "clean_loss": 0.5832084194853798,
+ "noisy_loss_mean": 0.5915422729497827
+ },
+ {
+ "train_step": 8430,
+ "loss": 0.5491006002015825,
+ "clean_loss": 0.5524621141133338,
+ "noisy_loss_mean": 0.547980095564332
+ },
+ {
+ "train_step": 8431,
+ "loss": 0.3651764885614437,
+ "clean_loss": 0.37702762035738946,
+ "noisy_loss_mean": 0.3612261112961284
+ },
+ {
+ "train_step": 8432,
+ "loss": 0.6066192343412719,
+ "clean_loss": 0.5996945669220367,
+ "noisy_loss_mean": 0.6089274568143502
+ },
+ {
+ "train_step": 8433,
+ "loss": 0.6043685072296809,
+ "clean_loss": 0.6065602627189125,
+ "noisy_loss_mean": 0.6036379220666038
+ },
+ {
+ "train_step": 8434,
+ "loss": 0.412736766979366,
+ "clean_loss": 0.40868464487908646,
+ "noisy_loss_mean": 0.41408747434612586
+ },
+ {
+ "train_step": 8435,
+ "loss": 0.5936362583486872,
+ "clean_loss": 0.605169140099006,
+ "noisy_loss_mean": 0.5897919644319142
+ },
+ {
+ "train_step": 8436,
+ "loss": 0.6408954251959755,
+ "clean_loss": 0.6330459707457988,
+ "noisy_loss_mean": 0.643511910012701
+ },
+ {
+ "train_step": 8437,
+ "loss": 0.6678789157556831,
+ "clean_loss": 0.6798461354160303,
+ "noisy_loss_mean": 0.6638898425355674
+ },
+ {
+ "train_step": 8438,
+ "loss": 0.5709265559323123,
+ "clean_loss": 0.5768716237078197,
+ "noisy_loss_mean": 0.5689448666738098
+ },
+ {
+ "train_step": 8439,
+ "loss": 0.4331504032129391,
+ "clean_loss": 0.42970263624143196,
+ "noisy_loss_mean": 0.4342996588701082
+ },
+ {
+ "train_step": 8440,
+ "loss": 0.6715507055628119,
+ "clean_loss": 0.6958975379184713,
+ "noisy_loss_mean": 0.6634350947775922
+ },
+ {
+ "train_step": 8441,
+ "loss": 0.5397509094770434,
+ "clean_loss": 0.5268788659056529,
+ "noisy_loss_mean": 0.544041590667507
+ },
+ {
+ "train_step": 8442,
+ "loss": 0.7253488822789711,
+ "clean_loss": 0.728484972949632,
+ "noisy_loss_mean": 0.7243035187220842
+ },
+ {
+ "train_step": 8443,
+ "loss": 0.5475571505360214,
+ "clean_loss": 0.5542987589186461,
+ "noisy_loss_mean": 0.5453099477418132
+ },
+ {
+ "train_step": 8444,
+ "loss": 0.552680551527453,
+ "clean_loss": 0.5471314925804605,
+ "noisy_loss_mean": 0.5545302378431171
+ },
+ {
+ "train_step": 8445,
+ "loss": 0.5379511909369618,
+ "clean_loss": 0.5344875644508132,
+ "noisy_loss_mean": 0.5391057330990111
+ },
+ {
+ "train_step": 8446,
+ "loss": 0.5095852199553326,
+ "clean_loss": 0.5259390451320423,
+ "noisy_loss_mean": 0.5041339448964294
+ },
+ {
+ "train_step": 8447,
+ "loss": 0.41242020342881425,
+ "clean_loss": 0.410010233505832,
+ "noisy_loss_mean": 0.41322352673647494
+ },
+ {
+ "train_step": 8448,
+ "loss": 0.4890198267635239,
+ "clean_loss": 0.49463363291518475,
+ "noisy_loss_mean": 0.4871485580463036
+ },
+ {
+ "train_step": 8449,
+ "loss": 0.662528251002455,
+ "clean_loss": 0.6463829851810479,
+ "noisy_loss_mean": 0.6679100062762574
+ },
+ {
+ "train_step": 8450,
+ "loss": 0.3282392618030392,
+ "clean_loss": 0.331970772826736,
+ "noisy_loss_mean": 0.3269954247951403
+ },
+ {
+ "train_step": 8451,
+ "loss": 0.5720685005479815,
+ "clean_loss": 0.5748621731685304,
+ "noisy_loss_mean": 0.571137276341132
+ },
+ {
+ "train_step": 8452,
+ "loss": 0.6822412799455793,
+ "clean_loss": 0.6873205422936481,
+ "noisy_loss_mean": 0.680548192496223
+ },
+ {
+ "train_step": 8453,
+ "loss": 0.6036320710053473,
+ "clean_loss": 0.5859638203653387,
+ "noisy_loss_mean": 0.6095214878853502
+ },
+ {
+ "train_step": 8454,
+ "loss": 0.6220392234761238,
+ "clean_loss": 0.6165769040007968,
+ "noisy_loss_mean": 0.623859996634566
+ },
+ {
+ "train_step": 8455,
+ "loss": 0.5894598862869053,
+ "clean_loss": 0.5944331085772838,
+ "noisy_loss_mean": 0.5878021455234457
+ },
+ {
+ "train_step": 8456,
+ "loss": 0.5331853350357513,
+ "clean_loss": 0.5296822331266123,
+ "noisy_loss_mean": 0.5343530356721309
+ },
+ {
+ "train_step": 8457,
+ "loss": 0.5072942351822242,
+ "clean_loss": 0.509080106369993,
+ "noisy_loss_mean": 0.5066989447863013
+ },
+ {
+ "train_step": 8458,
+ "loss": 0.47760609334362614,
+ "clean_loss": 0.47970675353074155,
+ "noisy_loss_mean": 0.47690587328125433
+ },
+ {
+ "train_step": 8459,
+ "loss": 0.6646189517094587,
+ "clean_loss": 0.6561352927312643,
+ "noisy_loss_mean": 0.6674468380355235
+ },
+ {
+ "train_step": 8460,
+ "loss": 0.4299214424186483,
+ "clean_loss": 0.4320249630412445,
+ "noisy_loss_mean": 0.4292202688777829
+ },
+ {
+ "train_step": 8461,
+ "loss": 0.7779443253006026,
+ "clean_loss": 0.7625042592615989,
+ "noisy_loss_mean": 0.7830910139802706
+ },
+ {
+ "train_step": 8462,
+ "loss": 0.47156099982252075,
+ "clean_loss": 0.4578851220770738,
+ "noisy_loss_mean": 0.4761196257376697
+ },
+ {
+ "train_step": 8463,
+ "loss": 0.40334797750286006,
+ "clean_loss": 0.3967596741779553,
+ "noisy_loss_mean": 0.40554407861116165
+ },
+ {
+ "train_step": 8464,
+ "loss": 0.5750058568186242,
+ "clean_loss": 0.571535973911812,
+ "noisy_loss_mean": 0.5761624844542282
+ },
+ {
+ "train_step": 8465,
+ "loss": 0.4322535086248384,
+ "clean_loss": 0.42791913245970786,
+ "noisy_loss_mean": 0.43369830067988185
+ },
+ {
+ "train_step": 8466,
+ "loss": 0.7315704608598832,
+ "clean_loss": 0.7279856766081134,
+ "noisy_loss_mean": 0.7327653889438063
+ },
+ {
+ "train_step": 8467,
+ "loss": 0.5200802632500454,
+ "clean_loss": 0.5168639354870803,
+ "noisy_loss_mean": 0.5211523725043671
+ },
+ {
+ "train_step": 8468,
+ "loss": 0.46854490315706454,
+ "clean_loss": 0.47316784678358126,
+ "noisy_loss_mean": 0.4670039219482256
+ },
+ {
+ "train_step": 8469,
+ "loss": 0.5259384367333635,
+ "clean_loss": 0.5288046243685843,
+ "noisy_loss_mean": 0.5249830408549565
+ },
+ {
+ "train_step": 8470,
+ "loss": 0.4889122452776006,
+ "clean_loss": 0.4803325194254683,
+ "noisy_loss_mean": 0.491772153894978
+ },
+ {
+ "train_step": 8471,
+ "loss": 0.3229586404490403,
+ "clean_loss": 0.3208084764201499,
+ "noisy_loss_mean": 0.32367536179200374
+ },
+ {
+ "train_step": 8472,
+ "loss": 0.5323796201846058,
+ "clean_loss": 0.5419602444098724,
+ "noisy_loss_mean": 0.5291860787761836
+ },
+ {
+ "train_step": 8473,
+ "loss": 0.5378627218984082,
+ "clean_loss": 0.5397769353690729,
+ "noisy_loss_mean": 0.53722465074152
+ },
+ {
+ "train_step": 8474,
+ "loss": 0.540017221438133,
+ "clean_loss": 0.5443977223542594,
+ "noisy_loss_mean": 0.5385570544660908
+ },
+ {
+ "train_step": 8475,
+ "loss": 0.5057747164723252,
+ "clean_loss": 0.49419989946447507,
+ "noisy_loss_mean": 0.5096329888082752
+ },
+ {
+ "train_step": 8476,
+ "loss": 0.5105957644834467,
+ "clean_loss": 0.5112040025020963,
+ "noisy_loss_mean": 0.5103930184772302
+ },
+ {
+ "train_step": 8477,
+ "loss": 0.6297245181724556,
+ "clean_loss": 0.6232403777259641,
+ "noisy_loss_mean": 0.6318858983212859
+ },
+ {
+ "train_step": 8478,
+ "loss": 0.4418158891034558,
+ "clean_loss": 0.44268876788174205,
+ "noisy_loss_mean": 0.4415249295106937
+ },
+ {
+ "train_step": 8479,
+ "loss": 0.578948894632553,
+ "clean_loss": 0.5678072781620022,
+ "noisy_loss_mean": 0.5826627667894032
+ },
+ {
+ "train_step": 8480,
+ "loss": 0.8298933590152272,
+ "clean_loss": 0.8297100213330897,
+ "noisy_loss_mean": 0.8299544715759398
+ },
+ {
+ "train_step": 8481,
+ "loss": 0.6745100232856024,
+ "clean_loss": 0.6802893881639059,
+ "noisy_loss_mean": 0.6725835683261678
+ },
+ {
+ "train_step": 8482,
+ "loss": 0.49473700942279025,
+ "clean_loss": 0.4943623021218524,
+ "noisy_loss_mean": 0.4948619118564362
+ },
+ {
+ "train_step": 8483,
+ "loss": 0.6132201531459389,
+ "clean_loss": 0.6090793887488076,
+ "noisy_loss_mean": 0.6146004079449826
+ },
+ {
+ "train_step": 8484,
+ "loss": 0.5942631035153797,
+ "clean_loss": 0.5946528418968642,
+ "noisy_loss_mean": 0.5941331907215516
+ },
+ {
+ "train_step": 8485,
+ "loss": 0.6017076442001664,
+ "clean_loss": 0.5925751007135175,
+ "noisy_loss_mean": 0.6047518253623828
+ },
+ {
+ "train_step": 8486,
+ "loss": 0.3609560685105183,
+ "clean_loss": 0.36111587410615986,
+ "noisy_loss_mean": 0.36090279997863783
+ },
+ {
+ "train_step": 8487,
+ "loss": 0.6487316840974947,
+ "clean_loss": 0.6494449482354239,
+ "noisy_loss_mean": 0.6484939293848517
+ },
+ {
+ "train_step": 8488,
+ "loss": 0.7073489470908705,
+ "clean_loss": 0.7052962785927034,
+ "noisy_loss_mean": 0.7080331699235929
+ },
+ {
+ "train_step": 8489,
+ "loss": 0.491093903725456,
+ "clean_loss": 0.4850523058379643,
+ "noisy_loss_mean": 0.4931077696879533
+ },
+ {
+ "train_step": 8490,
+ "loss": 0.5844425064943233,
+ "clean_loss": 0.5676716346458086,
+ "noisy_loss_mean": 0.5900327971104947
+ },
+ {
+ "train_step": 8491,
+ "loss": 0.48011779922294456,
+ "clean_loss": 0.4795135651627526,
+ "noisy_loss_mean": 0.4803192105763419
+ },
+ {
+ "train_step": 8492,
+ "loss": 0.6006783181298166,
+ "clean_loss": 0.6037486059356086,
+ "noisy_loss_mean": 0.5996548888612193
+ },
+ {
+ "train_step": 8493,
+ "loss": 0.5775085701092199,
+ "clean_loss": 0.5830614821352624,
+ "noisy_loss_mean": 0.5756575994338723
+ },
+ {
+ "train_step": 8494,
+ "loss": 0.71785363929241,
+ "clean_loss": 0.7074530235334058,
+ "noisy_loss_mean": 0.7213205112120781
+ },
+ {
+ "train_step": 8495,
+ "loss": 0.6614649569131552,
+ "clean_loss": 0.6574742538296064,
+ "noisy_loss_mean": 0.6627951912743382
+ },
+ {
+ "train_step": 8496,
+ "loss": 0.5815185899262016,
+ "clean_loss": 0.5899271767660741,
+ "noisy_loss_mean": 0.5787157276462441
+ },
+ {
+ "train_step": 8497,
+ "loss": 0.3900809878248265,
+ "clean_loss": 0.38468789755884986,
+ "noisy_loss_mean": 0.391878684580152
+ },
+ {
+ "train_step": 8498,
+ "loss": 0.44547347658241976,
+ "clean_loss": 0.44407004252070165,
+ "noisy_loss_mean": 0.44594128793632576
+ },
+ {
+ "train_step": 8499,
+ "loss": 0.514281440523622,
+ "clean_loss": 0.5122829060253423,
+ "noisy_loss_mean": 0.5149476186897153
+ },
+ {
+ "train_step": 8500,
+ "loss": 0.5760825100947101,
+ "clean_loss": 0.5723609898840533,
+ "noisy_loss_mean": 0.5773230168315958
+ },
+ {
+ "train_step": 8501,
+ "loss": 0.512309979060338,
+ "clean_loss": 0.5273569921306667,
+ "noisy_loss_mean": 0.5072943080368951
+ },
+ {
+ "train_step": 8502,
+ "loss": 0.4134470523428869,
+ "clean_loss": 0.41514115769283183,
+ "noisy_loss_mean": 0.412882350559572
+ },
+ {
+ "train_step": 8503,
+ "loss": 0.7785716570907285,
+ "clean_loss": 0.7755104854762025,
+ "noisy_loss_mean": 0.7795920476289039
+ },
+ {
+ "train_step": 8504,
+ "loss": 0.5145297103643016,
+ "clean_loss": 0.5244642073819378,
+ "noisy_loss_mean": 0.5112182113584228
+ },
+ {
+ "train_step": 8505,
+ "loss": 0.45142276517481866,
+ "clean_loss": 0.4549102005157076,
+ "noisy_loss_mean": 0.45026028672785573
+ },
+ {
+ "train_step": 8506,
+ "loss": 0.4927580188287424,
+ "clean_loss": 0.48896189032203835,
+ "noisy_loss_mean": 0.49402339499764375
+ },
+ {
+ "train_step": 8507,
+ "loss": 0.5536384584338806,
+ "clean_loss": 0.5389100136446795,
+ "noisy_loss_mean": 0.558547940030281
+ },
+ {
+ "train_step": 8508,
+ "loss": 0.5338141123578952,
+ "clean_loss": 0.5297194362207427,
+ "noisy_loss_mean": 0.5351790044036128
+ },
+ {
+ "train_step": 8509,
+ "loss": 0.3970327849061771,
+ "clean_loss": 0.3912523032249772,
+ "noisy_loss_mean": 0.3989596121332437
+ },
+ {
+ "train_step": 8510,
+ "loss": 0.6097771441914831,
+ "clean_loss": 0.5990885549248355,
+ "noisy_loss_mean": 0.6133400072803656
+ },
+ {
+ "train_step": 8511,
+ "loss": 0.62692075350102,
+ "clean_loss": 0.6336789971704855,
+ "noisy_loss_mean": 0.6246680056111981
+ },
+ {
+ "train_step": 8512,
+ "loss": 0.5637188828405242,
+ "clean_loss": 0.5658476792030672,
+ "noisy_loss_mean": 0.5630092840530098
+ },
+ {
+ "train_step": 8513,
+ "loss": 0.6205969437115775,
+ "clean_loss": 0.6210802841428062,
+ "noisy_loss_mean": 0.6204358302345012
+ },
+ {
+ "train_step": 8514,
+ "loss": 0.6580864137465963,
+ "clean_loss": 0.6424129614115587,
+ "noisy_loss_mean": 0.6633108978582755
+ },
+ {
+ "train_step": 8515,
+ "loss": 0.5282688607450673,
+ "clean_loss": 0.5177658583000293,
+ "noisy_loss_mean": 0.5317698615600799
+ },
+ {
+ "train_step": 8516,
+ "loss": 0.5823606786537829,
+ "clean_loss": 0.5943197188529921,
+ "noisy_loss_mean": 0.5783743319207132
+ },
+ {
+ "train_step": 8517,
+ "loss": 0.49479015000864457,
+ "clean_loss": 0.5002554473124307,
+ "noisy_loss_mean": 0.4929683842407158
+ },
+ {
+ "train_step": 8518,
+ "loss": 0.7311269624670025,
+ "clean_loss": 0.7062995115543207,
+ "noisy_loss_mean": 0.7394027794378965
+ },
+ {
+ "train_step": 8519,
+ "loss": 0.3822833622923314,
+ "clean_loss": 0.3927813157478225,
+ "noisy_loss_mean": 0.37878404447383424
+ },
+ {
+ "train_step": 8520,
+ "loss": 0.693718607042563,
+ "clean_loss": 0.6995815529944174,
+ "noisy_loss_mean": 0.6917642917252783
+ },
+ {
+ "train_step": 8521,
+ "loss": 0.3965805787973371,
+ "clean_loss": 0.39758349413902244,
+ "noisy_loss_mean": 0.396246273683442
+ },
+ {
+ "train_step": 8522,
+ "loss": 0.4188696721914795,
+ "clean_loss": 0.4210597461050061,
+ "noisy_loss_mean": 0.41813964755363736
+ },
+ {
+ "train_step": 8523,
+ "loss": 0.6180433657208961,
+ "clean_loss": 0.6266425771911743,
+ "noisy_loss_mean": 0.6151769618974701
+ },
+ {
+ "train_step": 8524,
+ "loss": 0.6499167401994388,
+ "clean_loss": 0.6429627810737194,
+ "noisy_loss_mean": 0.6522347265746786
+ },
+ {
+ "train_step": 8525,
+ "loss": 0.5654467549042956,
+ "clean_loss": 0.5734154971231821,
+ "noisy_loss_mean": 0.5627905074980003
+ },
+ {
+ "train_step": 8526,
+ "loss": 0.5679662710582953,
+ "clean_loss": 0.556858373776391,
+ "noisy_loss_mean": 0.5716689034855967
+ },
+ {
+ "train_step": 8527,
+ "loss": 0.5252142940713791,
+ "clean_loss": 0.521354010350394,
+ "noisy_loss_mean": 0.5265010553117074
+ },
+ {
+ "train_step": 8528,
+ "loss": 0.46332724857017554,
+ "clean_loss": 0.4530384618977148,
+ "noisy_loss_mean": 0.46675684412766244
+ },
+ {
+ "train_step": 8529,
+ "loss": 0.5495431119873594,
+ "clean_loss": 0.5540440445257545,
+ "noisy_loss_mean": 0.5480428011412277
+ },
+ {
+ "train_step": 8530,
+ "loss": 0.6504579475193497,
+ "clean_loss": 0.6611930343573605,
+ "noisy_loss_mean": 0.6468795852400128
+ },
+ {
+ "train_step": 8531,
+ "loss": 0.6155987144219579,
+ "clean_loss": 0.619609091331134,
+ "noisy_loss_mean": 0.6142619221188993
+ },
+ {
+ "train_step": 8532,
+ "loss": 0.4781718151005371,
+ "clean_loss": 0.47225409923040435,
+ "noisy_loss_mean": 0.480144387057248
+ },
+ {
+ "train_step": 8533,
+ "loss": 0.3910164334630323,
+ "clean_loss": 0.3934357832513734,
+ "noisy_loss_mean": 0.39020998353358527
+ },
+ {
+ "train_step": 8534,
+ "loss": 0.6930677554314071,
+ "clean_loss": 0.6916256469942189,
+ "noisy_loss_mean": 0.6935484582438031
+ },
+ {
+ "train_step": 8535,
+ "loss": 0.41176312781798535,
+ "clean_loss": 0.4189221504017858,
+ "noisy_loss_mean": 0.4093767869567186
+ },
+ {
+ "train_step": 8536,
+ "loss": 0.6880107382378664,
+ "clean_loss": 0.6764483009481749,
+ "noisy_loss_mean": 0.6918648840010969
+ },
+ {
+ "train_step": 8537,
+ "loss": 0.4562149452706127,
+ "clean_loss": 0.45049438165334443,
+ "noisy_loss_mean": 0.4581217998097021
+ },
+ {
+ "train_step": 8538,
+ "loss": 0.7198587189487791,
+ "clean_loss": 0.727356993794279,
+ "noisy_loss_mean": 0.7173592940002792
+ },
+ {
+ "train_step": 8539,
+ "loss": 0.488774682218507,
+ "clean_loss": 0.4790094614659862,
+ "noisy_loss_mean": 0.49202975580268066
+ },
+ {
+ "train_step": 8540,
+ "loss": 0.43153169363179333,
+ "clean_loss": 0.4298500179885957,
+ "noisy_loss_mean": 0.43209225217952585
+ },
+ {
+ "train_step": 8541,
+ "loss": 0.3607059619176025,
+ "clean_loss": 0.3628862973722613,
+ "noisy_loss_mean": 0.35997918343271623
+ },
+ {
+ "train_step": 8542,
+ "loss": 0.451224983358517,
+ "clean_loss": 0.43923033787115917,
+ "noisy_loss_mean": 0.4552231985209696
+ },
+ {
+ "train_step": 8543,
+ "loss": 0.34746864940796274,
+ "clean_loss": 0.34635686992799164,
+ "noisy_loss_mean": 0.3478392425679531
+ },
+ {
+ "train_step": 8544,
+ "loss": 0.5549459223139099,
+ "clean_loss": 0.5647663926210529,
+ "noisy_loss_mean": 0.5516724322115288
+ },
+ {
+ "train_step": 8545,
+ "loss": 0.42205125158361995,
+ "clean_loss": 0.41326746216690724,
+ "noisy_loss_mean": 0.42497918138919083
+ },
+ {
+ "train_step": 8546,
+ "loss": 0.45047730631861443,
+ "clean_loss": 0.4479648161665261,
+ "noisy_loss_mean": 0.4513148030359772
+ },
+ {
+ "train_step": 8547,
+ "loss": 0.47096320502850986,
+ "clean_loss": 0.47264229980230626,
+ "noisy_loss_mean": 0.4704035067705777
+ },
+ {
+ "train_step": 8548,
+ "loss": 0.4669262856395402,
+ "clean_loss": 0.47271742392801674,
+ "noisy_loss_mean": 0.464995906210048
+ },
+ {
+ "train_step": 8549,
+ "loss": 0.6244513218843772,
+ "clean_loss": 0.6166145345848982,
+ "noisy_loss_mean": 0.6270635843175368
+ },
+ {
+ "train_step": 8550,
+ "loss": 0.40381427500961903,
+ "clean_loss": 0.40829307368666135,
+ "noisy_loss_mean": 0.40232134211727155
+ },
+ {
+ "train_step": 8551,
+ "loss": 0.5904193772379287,
+ "clean_loss": 0.595233979213217,
+ "noisy_loss_mean": 0.5888145099128326
+ },
+ {
+ "train_step": 8552,
+ "loss": 0.45460839477126,
+ "clean_loss": 0.45305468551453837,
+ "noisy_loss_mean": 0.45512629785683395
+ },
+ {
+ "train_step": 8553,
+ "loss": 0.36289772054818975,
+ "clean_loss": 0.36917883741435736,
+ "noisy_loss_mean": 0.36080401492613384
+ },
+ {
+ "train_step": 8554,
+ "loss": 0.5301883568892184,
+ "clean_loss": 0.5290684673449475,
+ "noisy_loss_mean": 0.5305616534039753
+ },
+ {
+ "train_step": 8555,
+ "loss": 0.7817501942192047,
+ "clean_loss": 0.7898439052379644,
+ "noisy_loss_mean": 0.7790522905462846
+ },
+ {
+ "train_step": 8556,
+ "loss": 0.5239242653126077,
+ "clean_loss": 0.5219692334937098,
+ "noisy_loss_mean": 0.5245759425855737
+ },
+ {
+ "train_step": 8557,
+ "loss": 0.3639877952380954,
+ "clean_loss": 0.36725665032679483,
+ "noisy_loss_mean": 0.36289817687519554
+ },
+ {
+ "train_step": 8558,
+ "loss": 0.6296368221636206,
+ "clean_loss": 0.6255461983406296,
+ "noisy_loss_mean": 0.6310003634379511
+ },
+ {
+ "train_step": 8559,
+ "loss": 0.5966227255935594,
+ "clean_loss": 0.5985289693679068,
+ "noisy_loss_mean": 0.5959873110021102
+ },
+ {
+ "train_step": 8560,
+ "loss": 0.5019315312691343,
+ "clean_loss": 0.4951483145897573,
+ "noisy_loss_mean": 0.5041926034955933
+ },
+ {
+ "train_step": 8561,
+ "loss": 0.44492904981978376,
+ "clean_loss": 0.44078022661974114,
+ "noisy_loss_mean": 0.4463119908864646
+ },
+ {
+ "train_step": 8562,
+ "loss": 0.5391263995114203,
+ "clean_loss": 0.5442180480016294,
+ "noisy_loss_mean": 0.5374291833480173
+ },
+ {
+ "train_step": 8563,
+ "loss": 0.46747206058560964,
+ "clean_loss": 0.4566499075766841,
+ "noisy_loss_mean": 0.47107944492191817
+ },
+ {
+ "train_step": 8564,
+ "loss": 0.44352973334767043,
+ "clean_loss": 0.4529177635315268,
+ "noisy_loss_mean": 0.4404003899530517
+ },
+ {
+ "train_step": 8565,
+ "loss": 0.6026987679869472,
+ "clean_loss": 0.600418680967237,
+ "noisy_loss_mean": 0.6034587969935172
+ },
+ {
+ "train_step": 8566,
+ "loss": 0.3677492532580876,
+ "clean_loss": 0.3618653834325344,
+ "noisy_loss_mean": 0.36971054319993873
+ },
+ {
+ "train_step": 8567,
+ "loss": 0.525527016808675,
+ "clean_loss": 0.5169041164735829,
+ "noisy_loss_mean": 0.5284013169203723
+ },
+ {
+ "train_step": 8568,
+ "loss": 0.3853134825325412,
+ "clean_loss": 0.3926678522041042,
+ "noisy_loss_mean": 0.3828620259753535
+ },
+ {
+ "train_step": 8569,
+ "loss": 0.5634510968268477,
+ "clean_loss": 0.5719397628917557,
+ "noisy_loss_mean": 0.5606215414718783
+ },
+ {
+ "train_step": 8570,
+ "loss": 0.44457144283356453,
+ "clean_loss": 0.4399801869818398,
+ "noisy_loss_mean": 0.4461018614508061
+ },
+ {
+ "train_step": 8571,
+ "loss": 0.7395929198799269,
+ "clean_loss": 0.7373078734080458,
+ "noisy_loss_mean": 0.7403546020372208
+ },
+ {
+ "train_step": 8572,
+ "loss": 0.5685748606702012,
+ "clean_loss": 0.5613316381364243,
+ "noisy_loss_mean": 0.5709892681814602
+ },
+ {
+ "train_step": 8573,
+ "loss": 0.6659489910329137,
+ "clean_loss": 0.6645870342225121,
+ "noisy_loss_mean": 0.666402976636381
+ },
+ {
+ "train_step": 8574,
+ "loss": 0.5766799341015482,
+ "clean_loss": 0.5744884684006165,
+ "noisy_loss_mean": 0.5774104226685254
+ },
+ {
+ "train_step": 8575,
+ "loss": 0.40766069678254413,
+ "clean_loss": 0.40683418031238133,
+ "noisy_loss_mean": 0.40793620227259836
+ },
+ {
+ "train_step": 8576,
+ "loss": 0.5628185906882603,
+ "clean_loss": 0.5653238388067205,
+ "noisy_loss_mean": 0.5619835079821071
+ },
+ {
+ "train_step": 8577,
+ "loss": 0.46558245430231204,
+ "clean_loss": 0.45523106663648516,
+ "noisy_loss_mean": 0.4690329168575876
+ },
+ {
+ "train_step": 8578,
+ "loss": 0.7135580943722424,
+ "clean_loss": 0.7076385619367771,
+ "noisy_loss_mean": 0.7155312718507307
+ },
+ {
+ "train_step": 8579,
+ "loss": 0.5401322154006941,
+ "clean_loss": 0.5490520880024594,
+ "noisy_loss_mean": 0.5371589245334389
+ },
+ {
+ "train_step": 8580,
+ "loss": 0.6259330572728697,
+ "clean_loss": 0.6286422407521796,
+ "noisy_loss_mean": 0.6250299961130997
+ },
+ {
+ "train_step": 8581,
+ "loss": 0.5625841139065635,
+ "clean_loss": 0.5609554749933887,
+ "noisy_loss_mean": 0.5631269935442883
+ },
+ {
+ "train_step": 8582,
+ "loss": 0.6434669697558256,
+ "clean_loss": 0.6458586089934948,
+ "noisy_loss_mean": 0.6426697566766025
+ },
+ {
+ "train_step": 8583,
+ "loss": 0.6402457282699789,
+ "clean_loss": 0.6496241471809645,
+ "noisy_loss_mean": 0.6371195886329838
+ },
+ {
+ "train_step": 8584,
+ "loss": 0.49309010506883766,
+ "clean_loss": 0.48832671078567585,
+ "noisy_loss_mean": 0.49467790316322496
+ },
+ {
+ "train_step": 8585,
+ "loss": 0.6394123482251425,
+ "clean_loss": 0.6317724718050027,
+ "noisy_loss_mean": 0.6419589736985225
+ },
+ {
+ "train_step": 8586,
+ "loss": 0.3869493670414085,
+ "clean_loss": 0.3778936197140916,
+ "noisy_loss_mean": 0.38996794948384744
+ },
+ {
+ "train_step": 8587,
+ "loss": 0.7503460097412002,
+ "clean_loss": 0.7430328613779994,
+ "noisy_loss_mean": 0.7527837258622673
+ },
+ {
+ "train_step": 8588,
+ "loss": 0.3884243858672214,
+ "clean_loss": 0.3860729040583635,
+ "noisy_loss_mean": 0.3892082131368407
+ },
+ {
+ "train_step": 8589,
+ "loss": 0.760707652614634,
+ "clean_loss": 0.775744550755415,
+ "noisy_loss_mean": 0.7556953532343736
+ },
+ {
+ "train_step": 8590,
+ "loss": 0.44096749985103334,
+ "clean_loss": 0.44901675128166874,
+ "noisy_loss_mean": 0.4382844160408215
+ },
+ {
+ "train_step": 8591,
+ "loss": 0.42103264598954215,
+ "clean_loss": 0.42517724021355047,
+ "noisy_loss_mean": 0.41965111458153936
+ },
+ {
+ "train_step": 8592,
+ "loss": 0.6544064117285964,
+ "clean_loss": 0.662408045989652,
+ "noisy_loss_mean": 0.6517392003082445
+ },
+ {
+ "train_step": 8593,
+ "loss": 0.4923066093085685,
+ "clean_loss": 0.4946490958321921,
+ "noisy_loss_mean": 0.49152578046736056
+ },
+ {
+ "train_step": 8594,
+ "loss": 0.4848064105004607,
+ "clean_loss": 0.4935092205957869,
+ "noisy_loss_mean": 0.4819054738020187
+ },
+ {
+ "train_step": 8595,
+ "loss": 0.4921274801823635,
+ "clean_loss": 0.49659678361178944,
+ "noisy_loss_mean": 0.49063771237255493
+ },
+ {
+ "train_step": 8596,
+ "loss": 0.37432333712842614,
+ "clean_loss": 0.36791307800410655,
+ "noisy_loss_mean": 0.376460090169866
+ },
+ {
+ "train_step": 8597,
+ "loss": 0.5176579413896103,
+ "clean_loss": 0.5078725326328405,
+ "noisy_loss_mean": 0.5209197443085336
+ },
+ {
+ "train_step": 8598,
+ "loss": 0.4857595028480038,
+ "clean_loss": 0.4748463242268354,
+ "noisy_loss_mean": 0.48939722905505995
+ },
+ {
+ "train_step": 8599,
+ "loss": 0.5208370570909119,
+ "clean_loss": 0.5205235329894613,
+ "noisy_loss_mean": 0.5209415651247288
+ },
+ {
+ "train_step": 8600,
+ "loss": 0.430975108242731,
+ "clean_loss": 0.4300923710514366,
+ "noisy_loss_mean": 0.4312693539731624
+ },
+ {
+ "train_step": 8601,
+ "loss": 0.5631124445765019,
+ "clean_loss": 0.5632808780968196,
+ "noisy_loss_mean": 0.5630563000697294
+ },
+ {
+ "train_step": 8602,
+ "loss": 0.4934802019231378,
+ "clean_loss": 0.4905687841602658,
+ "noisy_loss_mean": 0.4944506745107618
+ },
+ {
+ "train_step": 8603,
+ "loss": 0.6253161081278718,
+ "clean_loss": 0.6296943290580485,
+ "noisy_loss_mean": 0.6238567011511461
+ },
+ {
+ "train_step": 8604,
+ "loss": 0.3949305734446831,
+ "clean_loss": 0.4068368410610157,
+ "noisy_loss_mean": 0.3909618175725722
+ },
+ {
+ "train_step": 8605,
+ "loss": 0.5886405804899224,
+ "clean_loss": 0.581497980068951,
+ "noisy_loss_mean": 0.591021447296913
+ },
+ {
+ "train_step": 8606,
+ "loss": 0.7926702452527018,
+ "clean_loss": 0.7742619846202998,
+ "noisy_loss_mean": 0.7988063321301692
+ },
+ {
+ "train_step": 8607,
+ "loss": 0.5542383835844693,
+ "clean_loss": 0.5428190839575849,
+ "noisy_loss_mean": 0.5580448167934309
+ },
+ {
+ "train_step": 8608,
+ "loss": 0.8054204057982195,
+ "clean_loss": 0.8220441007039951,
+ "noisy_loss_mean": 0.7998791741629611
+ },
+ {
+ "train_step": 8609,
+ "loss": 0.38974440443282843,
+ "clean_loss": 0.3955238865361835,
+ "noisy_loss_mean": 0.38781791039837676
+ },
+ {
+ "train_step": 8610,
+ "loss": 0.6881581965058066,
+ "clean_loss": 0.6931755235794175,
+ "noisy_loss_mean": 0.6864857541479362
+ },
+ {
+ "train_step": 8611,
+ "loss": 0.7965806834850033,
+ "clean_loss": 0.8056684711826269,
+ "noisy_loss_mean": 0.7935514209191288
+ },
+ {
+ "train_step": 8612,
+ "loss": 0.40706382069134284,
+ "clean_loss": 0.39994441663322194,
+ "noisy_loss_mean": 0.40943695537738317
+ },
+ {
+ "train_step": 8613,
+ "loss": 0.5988902710888997,
+ "clean_loss": 0.6008726632155543,
+ "noisy_loss_mean": 0.5982294737133482
+ },
+ {
+ "train_step": 8614,
+ "loss": 0.5802029774574463,
+ "clean_loss": 0.5788078302350821,
+ "noisy_loss_mean": 0.5806680265315678
+ },
+ {
+ "train_step": 8615,
+ "loss": 0.5564354441356647,
+ "clean_loss": 0.5640968482006261,
+ "noisy_loss_mean": 0.5538816427806776
+ },
+ {
+ "train_step": 8616,
+ "loss": 0.5332305025127447,
+ "clean_loss": 0.5347625545978144,
+ "noisy_loss_mean": 0.5327198184843881
+ },
+ {
+ "train_step": 8617,
+ "loss": 0.4510134549231918,
+ "clean_loss": 0.45283008700280114,
+ "noisy_loss_mean": 0.4504079108966553
+ },
+ {
+ "train_step": 8618,
+ "loss": 0.5689039059795957,
+ "clean_loss": 0.5705151169712626,
+ "noisy_loss_mean": 0.5683668356490401
+ },
+ {
+ "train_step": 8619,
+ "loss": 0.6670479794863229,
+ "clean_loss": 0.6654413625602609,
+ "noisy_loss_mean": 0.6675835184616767
+ },
+ {
+ "train_step": 8620,
+ "loss": 0.5028031060667776,
+ "clean_loss": 0.488561244277814,
+ "noisy_loss_mean": 0.5075503933297655
+ },
+ {
+ "train_step": 8621,
+ "loss": 0.4981697640965282,
+ "clean_loss": 0.5038068566890661,
+ "noisy_loss_mean": 0.4962907332323488
+ },
+ {
+ "train_step": 8622,
+ "loss": 0.4941264037244083,
+ "clean_loss": 0.48937762144501695,
+ "noisy_loss_mean": 0.49570933115087207
+ },
+ {
+ "train_step": 8623,
+ "loss": 0.5428543910860901,
+ "clean_loss": 0.5426164729604777,
+ "noisy_loss_mean": 0.5429336971279609
+ },
+ {
+ "train_step": 8624,
+ "loss": 0.6376662773915573,
+ "clean_loss": 0.6257773922897472,
+ "noisy_loss_mean": 0.6416292390921607
+ },
+ {
+ "train_step": 8625,
+ "loss": 0.6305740157672954,
+ "clean_loss": 0.6358869698707128,
+ "noisy_loss_mean": 0.6288030310661564
+ },
+ {
+ "train_step": 8626,
+ "loss": 0.6220470548809731,
+ "clean_loss": 0.6239705234585806,
+ "noisy_loss_mean": 0.6214058986884373
+ },
+ {
+ "train_step": 8627,
+ "loss": 0.47423432338820737,
+ "clean_loss": 0.47437359178149757,
+ "noisy_loss_mean": 0.47418790059044397
+ },
+ {
+ "train_step": 8628,
+ "loss": 0.448939472523845,
+ "clean_loss": 0.4414464034668958,
+ "noisy_loss_mean": 0.45143716220949476
+ },
+ {
+ "train_step": 8629,
+ "loss": 0.7549721675630636,
+ "clean_loss": 0.7477843642356314,
+ "noisy_loss_mean": 0.757368102005541
+ },
+ {
+ "train_step": 8630,
+ "loss": 0.5031929307978592,
+ "clean_loss": 0.4936737723000648,
+ "noisy_loss_mean": 0.5063659836304574
+ },
+ {
+ "train_step": 8631,
+ "loss": 0.7500993979097516,
+ "clean_loss": 0.7506253312497851,
+ "noisy_loss_mean": 0.749924086796407
+ },
+ {
+ "train_step": 8632,
+ "loss": 0.6079305716735586,
+ "clean_loss": 0.6020534888491434,
+ "noisy_loss_mean": 0.609889599281697
+ },
+ {
+ "train_step": 8633,
+ "loss": 0.6845642958825777,
+ "clean_loss": 0.6884269379954164,
+ "noisy_loss_mean": 0.6832767485116314
+ },
+ {
+ "train_step": 8634,
+ "loss": 0.6087755066406226,
+ "clean_loss": 0.6002771182973782,
+ "noisy_loss_mean": 0.6116083027550375
+ },
+ {
+ "train_step": 8635,
+ "loss": 0.5248316689449734,
+ "clean_loss": 0.5249034106759708,
+ "noisy_loss_mean": 0.5248077550346408
+ },
+ {
+ "train_step": 8636,
+ "loss": 0.5984742619281671,
+ "clean_loss": 0.6132924544216133,
+ "noisy_loss_mean": 0.5935348644303516
+ },
+ {
+ "train_step": 8637,
+ "loss": 0.5607992766774178,
+ "clean_loss": 0.5567862615941654,
+ "noisy_loss_mean": 0.5621369483718351
+ },
+ {
+ "train_step": 8638,
+ "loss": 0.6838046491019143,
+ "clean_loss": 0.6937388739900666,
+ "noisy_loss_mean": 0.6804932408058635
+ },
+ {
+ "train_step": 8639,
+ "loss": 0.7765684951973647,
+ "clean_loss": 0.7774800184025996,
+ "noisy_loss_mean": 0.7762646541289531
+ },
+ {
+ "train_step": 8640,
+ "loss": 0.39774443180630126,
+ "clean_loss": 0.3914857423715953,
+ "noisy_loss_mean": 0.39983066161786995
+ },
+ {
+ "train_step": 8641,
+ "loss": 0.5461619656299576,
+ "clean_loss": 0.5302200874365642,
+ "noisy_loss_mean": 0.5514759250277552
+ },
+ {
+ "train_step": 8642,
+ "loss": 0.4826466825502951,
+ "clean_loss": 0.48727092760082247,
+ "noisy_loss_mean": 0.4811052675334526
+ },
+ {
+ "train_step": 8643,
+ "loss": 0.5806296643355487,
+ "clean_loss": 0.5780163840086747,
+ "noisy_loss_mean": 0.58150075777784
+ },
+ {
+ "train_step": 8644,
+ "loss": 0.5283975904257603,
+ "clean_loss": 0.5224628769942964,
+ "noisy_loss_mean": 0.5303758282362482
+ },
+ {
+ "train_step": 8645,
+ "loss": 0.6216321351651358,
+ "clean_loss": 0.6124218437623276,
+ "noisy_loss_mean": 0.6247022322994052
+ },
+ {
+ "train_step": 8646,
+ "loss": 0.6003895063599138,
+ "clean_loss": 0.6114640898942834,
+ "noisy_loss_mean": 0.5966979785151239
+ },
+ {
+ "train_step": 8647,
+ "loss": 0.6068453810652492,
+ "clean_loss": 0.6025765201981639,
+ "noisy_loss_mean": 0.6082683346876111
+ },
+ {
+ "train_step": 8648,
+ "loss": 0.6138795739764643,
+ "clean_loss": 0.6141469020262148,
+ "noisy_loss_mean": 0.6137904646265474
+ },
+ {
+ "train_step": 8649,
+ "loss": 0.7377631373144591,
+ "clean_loss": 0.730958265514299,
+ "noisy_loss_mean": 0.7400314279145125
+ },
+ {
+ "train_step": 8650,
+ "loss": 0.6474996584402175,
+ "clean_loss": 0.6556254552856452,
+ "noisy_loss_mean": 0.6447910594917416
+ },
+ {
+ "train_step": 8651,
+ "loss": 0.5908318854157925,
+ "clean_loss": 0.598450062775842,
+ "noisy_loss_mean": 0.5882924929624426
+ },
+ {
+ "train_step": 8652,
+ "loss": 0.43943663779781583,
+ "clean_loss": 0.4420432320673147,
+ "noisy_loss_mean": 0.43856777304131617
+ },
+ {
+ "train_step": 8653,
+ "loss": 0.7750727409085436,
+ "clean_loss": 0.7599693533514291,
+ "noisy_loss_mean": 0.7801072034275817
+ },
+ {
+ "train_step": 8654,
+ "loss": 0.5135848917762236,
+ "clean_loss": 0.5175917783787201,
+ "noisy_loss_mean": 0.5122492629087247
+ },
+ {
+ "train_step": 8655,
+ "loss": 0.5063848472778886,
+ "clean_loss": 0.5008511474962892,
+ "noisy_loss_mean": 0.508229413871755
+ },
+ {
+ "train_step": 8656,
+ "loss": 0.6441666601400121,
+ "clean_loss": 0.6241914538157054,
+ "noisy_loss_mean": 0.6508250622481144
+ },
+ {
+ "train_step": 8657,
+ "loss": 0.5545281887195006,
+ "clean_loss": 0.5460344165926363,
+ "noisy_loss_mean": 0.5573594460951221
+ },
+ {
+ "train_step": 8658,
+ "loss": 0.5384872195428461,
+ "clean_loss": 0.5473366136671454,
+ "noisy_loss_mean": 0.5355374215014129
+ },
+ {
+ "train_step": 8659,
+ "loss": 0.6805824646726243,
+ "clean_loss": 0.6497230943448361,
+ "noisy_loss_mean": 0.6908689214485536
+ },
+ {
+ "train_step": 8660,
+ "loss": 0.5713398120935532,
+ "clean_loss": 0.5787502030334063,
+ "noisy_loss_mean": 0.5688696817802689
+ },
+ {
+ "train_step": 8661,
+ "loss": 0.624368837135798,
+ "clean_loss": 0.625726194063684,
+ "noisy_loss_mean": 0.6239163848265027
+ },
+ {
+ "train_step": 8662,
+ "loss": 0.6284896088585796,
+ "clean_loss": 0.6113213902384428,
+ "noisy_loss_mean": 0.6342123483986252
+ },
+ {
+ "train_step": 8663,
+ "loss": 0.6453394937011243,
+ "clean_loss": 0.6391145201801267,
+ "noisy_loss_mean": 0.6474144848747901
+ },
+ {
+ "train_step": 8664,
+ "loss": 0.5199337753710479,
+ "clean_loss": 0.5213569734347303,
+ "noisy_loss_mean": 0.5194593760164871
+ },
+ {
+ "train_step": 8665,
+ "loss": 0.46065540049668513,
+ "clean_loss": 0.4587858610213451,
+ "noisy_loss_mean": 0.46127858032179847
+ },
+ {
+ "train_step": 8666,
+ "loss": 0.5867099484858889,
+ "clean_loss": 0.586471309159815,
+ "noisy_loss_mean": 0.5867894949279134
+ },
+ {
+ "train_step": 8667,
+ "loss": 0.5861227690278338,
+ "clean_loss": 0.582136839506423,
+ "noisy_loss_mean": 0.5874514122016373
+ },
+ {
+ "train_step": 8668,
+ "loss": 0.44252717567652705,
+ "clean_loss": 0.4419493532978053,
+ "noisy_loss_mean": 0.442719783136101
+ },
+ {
+ "train_step": 8669,
+ "loss": 0.4951638733804187,
+ "clean_loss": 0.49595367261113854,
+ "noisy_loss_mean": 0.4949006069701787
+ },
+ {
+ "train_step": 8670,
+ "loss": 0.6530379544310934,
+ "clean_loss": 0.6620575316927809,
+ "noisy_loss_mean": 0.6500314286771974
+ },
+ {
+ "train_step": 8671,
+ "loss": 0.6512164819823852,
+ "clean_loss": 0.6637119568610955,
+ "noisy_loss_mean": 0.6470513236894818
+ },
+ {
+ "train_step": 8672,
+ "loss": 0.5811621081446501,
+ "clean_loss": 0.5815044797713048,
+ "noisy_loss_mean": 0.5810479842690985
+ },
+ {
+ "train_step": 8673,
+ "loss": 0.5560332918592579,
+ "clean_loss": 0.562321633208919,
+ "noisy_loss_mean": 0.5539371780760375
+ },
+ {
+ "train_step": 8674,
+ "loss": 0.4985645208164743,
+ "clean_loss": 0.4913657506745283,
+ "noisy_loss_mean": 0.5009641108637896
+ },
+ {
+ "train_step": 8675,
+ "loss": 0.6334834417829578,
+ "clean_loss": 0.6430918808033869,
+ "noisy_loss_mean": 0.6302806287761481
+ },
+ {
+ "train_step": 8676,
+ "loss": 0.6954496965790311,
+ "clean_loss": 0.6909571803576106,
+ "noisy_loss_mean": 0.6969472019861712
+ },
+ {
+ "train_step": 8677,
+ "loss": 0.5416859678336634,
+ "clean_loss": 0.5533758921611583,
+ "noisy_loss_mean": 0.5377893263911652
+ },
+ {
+ "train_step": 8678,
+ "loss": 0.7090664980931738,
+ "clean_loss": 0.693340008734127,
+ "noisy_loss_mean": 0.7143086612128561
+ },
+ {
+ "train_step": 8679,
+ "loss": 0.6366122576907721,
+ "clean_loss": 0.6454645696793394,
+ "noisy_loss_mean": 0.6336614870279165
+ },
+ {
+ "train_step": 8680,
+ "loss": 0.5788976661566987,
+ "clean_loss": 0.5661767828654817,
+ "noisy_loss_mean": 0.5831379605871043
+ },
+ {
+ "train_step": 8681,
+ "loss": 0.44444254380857207,
+ "clean_loss": 0.4550167885082965,
+ "noisy_loss_mean": 0.44091779557533056
+ },
+ {
+ "train_step": 8682,
+ "loss": 0.4773746817509561,
+ "clean_loss": 0.4733587136535639,
+ "noisy_loss_mean": 0.4787133377834201
+ },
+ {
+ "train_step": 8683,
+ "loss": 0.6534171221748293,
+ "clean_loss": 0.6550711768946686,
+ "noisy_loss_mean": 0.6528657706015495
+ },
+ {
+ "train_step": 8684,
+ "loss": 0.7435726302987568,
+ "clean_loss": 0.7409428078313051,
+ "noisy_loss_mean": 0.7444492377879074
+ },
+ {
+ "train_step": 8685,
+ "loss": 0.6289760282152965,
+ "clean_loss": 0.6304174208535938,
+ "noisy_loss_mean": 0.6284955640025308
+ },
+ {
+ "train_step": 8686,
+ "loss": 0.4956728838932035,
+ "clean_loss": 0.4903720375867439,
+ "noisy_loss_mean": 0.49743983266202335
+ },
+ {
+ "train_step": 8687,
+ "loss": 0.6453002718613849,
+ "clean_loss": 0.6423665148901283,
+ "noisy_loss_mean": 0.6462781908518038
+ },
+ {
+ "train_step": 8688,
+ "loss": 0.8688900148130694,
+ "clean_loss": 0.8607384147649022,
+ "noisy_loss_mean": 0.8716072148291251
+ },
+ {
+ "train_step": 8689,
+ "loss": 0.4565064522718682,
+ "clean_loss": 0.46819646207233606,
+ "noisy_loss_mean": 0.45260978233837895
+ },
+ {
+ "train_step": 8690,
+ "loss": 0.6299650248111431,
+ "clean_loss": 0.631914103753486,
+ "noisy_loss_mean": 0.6293153318303623
+ },
+ {
+ "train_step": 8691,
+ "loss": 0.5874848175796347,
+ "clean_loss": 0.5899899489529766,
+ "noisy_loss_mean": 0.5866497737885207
+ },
+ {
+ "train_step": 8692,
+ "loss": 0.5181900600735152,
+ "clean_loss": 0.5055169967270569,
+ "noisy_loss_mean": 0.5224144145223347
+ },
+ {
+ "train_step": 8693,
+ "loss": 0.5683367350420698,
+ "clean_loss": 0.5626656516476095,
+ "noisy_loss_mean": 0.5702270961735566
+ },
+ {
+ "train_step": 8694,
+ "loss": 0.579158587174709,
+ "clean_loss": 0.5872169790363192,
+ "noisy_loss_mean": 0.5764724565541722
+ },
+ {
+ "train_step": 8695,
+ "loss": 0.6323241186956894,
+ "clean_loss": 0.6407471792142916,
+ "noisy_loss_mean": 0.6295164318561551
+ },
+ {
+ "train_step": 8696,
+ "loss": 0.5204742450828581,
+ "clean_loss": 0.5149545834803675,
+ "noisy_loss_mean": 0.5223141322836885
+ },
+ {
+ "train_step": 8697,
+ "loss": 0.535026505676708,
+ "clean_loss": 0.5390597601267046,
+ "noisy_loss_mean": 0.5336820875267091
+ },
+ {
+ "train_step": 8698,
+ "loss": 0.5269902694022393,
+ "clean_loss": 0.5293691879139971,
+ "noisy_loss_mean": 0.5261972965649867
+ },
+ {
+ "train_step": 8699,
+ "loss": 0.7255777764523448,
+ "clean_loss": 0.7355548060729389,
+ "noisy_loss_mean": 0.7222520999121467
+ },
+ {
+ "train_step": 8700,
+ "loss": 0.5802846016736494,
+ "clean_loss": 0.5827757937380844,
+ "noisy_loss_mean": 0.5794542043188377
+ },
+ {
+ "train_step": 8701,
+ "loss": 0.3639006982438978,
+ "clean_loss": 0.3549338577594227,
+ "noisy_loss_mean": 0.3668896450720562
+ },
+ {
+ "train_step": 8702,
+ "loss": 0.615164812147834,
+ "clean_loss": 0.5987984903663859,
+ "noisy_loss_mean": 0.6206202527416501
+ },
+ {
+ "train_step": 8703,
+ "loss": 0.7125708435145245,
+ "clean_loss": 0.7174392924399833,
+ "noisy_loss_mean": 0.7109480272060381
+ },
+ {
+ "train_step": 8704,
+ "loss": 0.6849254899524893,
+ "clean_loss": 0.6916186246205788,
+ "noisy_loss_mean": 0.682694445063126
+ },
+ {
+ "train_step": 8705,
+ "loss": 0.5473746758331384,
+ "clean_loss": 0.5446298720786158,
+ "noisy_loss_mean": 0.5482896104179793
+ },
+ {
+ "train_step": 8706,
+ "loss": 0.5734442647611258,
+ "clean_loss": 0.5583832120481411,
+ "noisy_loss_mean": 0.578464615665454
+ },
+ {
+ "train_step": 8707,
+ "loss": 0.6541294331338412,
+ "clean_loss": 0.6668710134669547,
+ "noisy_loss_mean": 0.6498822396894701
+ },
+ {
+ "train_step": 8708,
+ "loss": 0.490725230721923,
+ "clean_loss": 0.48370018258323316,
+ "noisy_loss_mean": 0.49306691343481956
+ },
+ {
+ "train_step": 8709,
+ "loss": 0.5688335938770939,
+ "clean_loss": 0.5734794734823718,
+ "noisy_loss_mean": 0.5672849673420013
+ },
+ {
+ "train_step": 8710,
+ "loss": 0.5493097445171713,
+ "clean_loss": 0.5532600978946658,
+ "noisy_loss_mean": 0.5479929600580065
+ },
+ {
+ "train_step": 8711,
+ "loss": 0.7093081391501894,
+ "clean_loss": 0.7099318823961243,
+ "noisy_loss_mean": 0.7091002247348778
+ },
+ {
+ "train_step": 8712,
+ "loss": 0.520331374467395,
+ "clean_loss": 0.5204226256618901,
+ "noisy_loss_mean": 0.5203009574025632
+ },
+ {
+ "train_step": 8713,
+ "loss": 0.5472133707728631,
+ "clean_loss": 0.5344875258559671,
+ "noisy_loss_mean": 0.5514553190784951
+ },
+ {
+ "train_step": 8714,
+ "loss": 0.742272481461365,
+ "clean_loss": 0.7606087976130939,
+ "noisy_loss_mean": 0.7361603760774553
+ },
+ {
+ "train_step": 8715,
+ "loss": 0.448708162008972,
+ "clean_loss": 0.4458639159503843,
+ "noisy_loss_mean": 0.44965624402850124
+ },
+ {
+ "train_step": 8716,
+ "loss": 0.4589146603625529,
+ "clean_loss": 0.4604126467137992,
+ "noisy_loss_mean": 0.45841533157880415
+ },
+ {
+ "train_step": 8717,
+ "loss": 0.45828750070220153,
+ "clean_loss": 0.44799123287824,
+ "noisy_loss_mean": 0.4617195899768554
+ },
+ {
+ "train_step": 8718,
+ "loss": 0.34893015040779024,
+ "clean_loss": 0.33060493839874594,
+ "noisy_loss_mean": 0.35503855441080506
+ },
+ {
+ "train_step": 8719,
+ "loss": 0.5395602080172002,
+ "clean_loss": 0.5322121602315398,
+ "noisy_loss_mean": 0.5420095572790871
+ },
+ {
+ "train_step": 8720,
+ "loss": 0.672519417765145,
+ "clean_loss": 0.6836769727016654,
+ "noisy_loss_mean": 0.6688002327863048
+ },
+ {
+ "train_step": 8721,
+ "loss": 0.531556784227782,
+ "clean_loss": 0.5185712527038537,
+ "noisy_loss_mean": 0.5358852947357581
+ },
+ {
+ "train_step": 8722,
+ "loss": 0.6730530909564361,
+ "clean_loss": 0.6735342531322567,
+ "noisy_loss_mean": 0.6728927035644957
+ },
+ {
+ "train_step": 8723,
+ "loss": 0.6337616630431397,
+ "clean_loss": 0.6412645116707777,
+ "noisy_loss_mean": 0.6312607135005935
+ },
+ {
+ "train_step": 8724,
+ "loss": 0.6439811599634694,
+ "clean_loss": 0.6303881202290048,
+ "noisy_loss_mean": 0.6485121732082909
+ },
+ {
+ "train_step": 8725,
+ "loss": 0.5335295945653283,
+ "clean_loss": 0.5236780635104495,
+ "noisy_loss_mean": 0.5368134382502879
+ },
+ {
+ "train_step": 8726,
+ "loss": 0.5560033459251996,
+ "clean_loss": 0.5606783290335436,
+ "noisy_loss_mean": 0.5544450182224182
+ },
+ {
+ "train_step": 8727,
+ "loss": 0.7993458309847934,
+ "clean_loss": 0.789530630742386,
+ "noisy_loss_mean": 0.8026175643989292
+ },
+ {
+ "train_step": 8728,
+ "loss": 0.4465651350043323,
+ "clean_loss": 0.45893704064334195,
+ "noisy_loss_mean": 0.44244116645799575
+ },
+ {
+ "train_step": 8729,
+ "loss": 0.5071394110667997,
+ "clean_loss": 0.5178295565154021,
+ "noisy_loss_mean": 0.503576029250599
+ },
+ {
+ "train_step": 8730,
+ "loss": 0.8386104447821531,
+ "clean_loss": 0.8341316623640744,
+ "noisy_loss_mean": 0.840103372254846
+ },
+ {
+ "train_step": 8731,
+ "loss": 0.6398294349244487,
+ "clean_loss": 0.636219758411172,
+ "noisy_loss_mean": 0.6410326604288743
+ },
+ {
+ "train_step": 8732,
+ "loss": 0.7869791007892721,
+ "clean_loss": 0.7889429967416999,
+ "noisy_loss_mean": 0.7863244688051295
+ },
+ {
+ "train_step": 8733,
+ "loss": 0.47473812082881206,
+ "clean_loss": 0.47383462842391855,
+ "noisy_loss_mean": 0.4750392849637766
+ },
+ {
+ "train_step": 8734,
+ "loss": 0.5726024493825658,
+ "clean_loss": 0.5764948990830546,
+ "noisy_loss_mean": 0.5713049661490693
+ },
+ {
+ "train_step": 8735,
+ "loss": 0.5729568089562671,
+ "clean_loss": 0.5829711355795425,
+ "noisy_loss_mean": 0.569618700081842
+ },
+ {
+ "train_step": 8736,
+ "loss": 0.6246841909572528,
+ "clean_loss": 0.626831145693965,
+ "noisy_loss_mean": 0.6239685393783487
+ },
+ {
+ "train_step": 8737,
+ "loss": 0.5288602949326212,
+ "clean_loss": 0.5079848508342114,
+ "noisy_loss_mean": 0.535818776298758
+ },
+ {
+ "train_step": 8738,
+ "loss": 0.6605046655726452,
+ "clean_loss": 0.6662725879708765,
+ "noisy_loss_mean": 0.6585820247732349
+ },
+ {
+ "train_step": 8739,
+ "loss": 0.5698530332156264,
+ "clean_loss": 0.5662292496827401,
+ "noisy_loss_mean": 0.5710609610599219
+ },
+ {
+ "train_step": 8740,
+ "loss": 0.492123686174741,
+ "clean_loss": 0.4814662074477749,
+ "noisy_loss_mean": 0.49567617908372963
+ },
+ {
+ "train_step": 8741,
+ "loss": 0.719330362545678,
+ "clean_loss": 0.7132444399087782,
+ "noisy_loss_mean": 0.7213590034246447
+ },
+ {
+ "train_step": 8742,
+ "loss": 0.6215320298829005,
+ "clean_loss": 0.6262200534775055,
+ "noisy_loss_mean": 0.6199693553513655
+ },
+ {
+ "train_step": 8743,
+ "loss": 0.5621497491801523,
+ "clean_loss": 0.5564751944049139,
+ "noisy_loss_mean": 0.5640412674385651
+ },
+ {
+ "train_step": 8744,
+ "loss": 0.6052159258047372,
+ "clean_loss": 0.6146735467598182,
+ "noisy_loss_mean": 0.602063385486377
+ },
+ {
+ "train_step": 8745,
+ "loss": 0.5057936845765572,
+ "clean_loss": 0.5007217106725714,
+ "noisy_loss_mean": 0.5074843425445524
+ },
+ {
+ "train_step": 8746,
+ "loss": 0.616232575536807,
+ "clean_loss": 0.6175410883194067,
+ "noisy_loss_mean": 0.6157964046092738
+ },
+ {
+ "train_step": 8747,
+ "loss": 0.47712900686400006,
+ "clean_loss": 0.47051302989848864,
+ "noisy_loss_mean": 0.47933433251917057
+ },
+ {
+ "train_step": 8748,
+ "loss": 0.7692202249696112,
+ "clean_loss": 0.7513932113472367,
+ "noisy_loss_mean": 0.775162562843736
+ },
+ {
+ "train_step": 8749,
+ "loss": 0.4883883357483517,
+ "clean_loss": 0.4865632991449573,
+ "noisy_loss_mean": 0.48899668128281654
+ },
+ {
+ "train_step": 8750,
+ "loss": 0.4368391479234208,
+ "clean_loss": 0.432678172516608,
+ "noisy_loss_mean": 0.43822613972569174
+ },
+ {
+ "train_step": 8751,
+ "loss": 0.44384556138254644,
+ "clean_loss": 0.4357342251592247,
+ "noisy_loss_mean": 0.4465493401236537
+ },
+ {
+ "train_step": 8752,
+ "loss": 0.5455157935805784,
+ "clean_loss": 0.5472913795766283,
+ "noisy_loss_mean": 0.5449239315818951
+ },
+ {
+ "train_step": 8753,
+ "loss": 0.4364735309226851,
+ "clean_loss": 0.41743229651167546,
+ "noisy_loss_mean": 0.4428206090596883
+ },
+ {
+ "train_step": 8754,
+ "loss": 0.6783491006599155,
+ "clean_loss": 0.679427305654578,
+ "noisy_loss_mean": 0.6779896989950279
+ },
+ {
+ "train_step": 8755,
+ "loss": 0.3517946383260734,
+ "clean_loss": 0.3508955546777404,
+ "noisy_loss_mean": 0.3520943328755177
+ },
+ {
+ "train_step": 8756,
+ "loss": 0.7391454627093783,
+ "clean_loss": 0.7348184793947882,
+ "noisy_loss_mean": 0.7405877904809084
+ },
+ {
+ "train_step": 8757,
+ "loss": 0.570830000692288,
+ "clean_loss": 0.5740152039395777,
+ "noisy_loss_mean": 0.5697682662765247
+ },
+ {
+ "train_step": 8758,
+ "loss": 0.42691262371211547,
+ "clean_loss": 0.434771666642689,
+ "noisy_loss_mean": 0.4242929427352577
+ },
+ {
+ "train_step": 8759,
+ "loss": 0.672740879029954,
+ "clean_loss": 0.6801323892526229,
+ "noisy_loss_mean": 0.6702770422890644
+ },
+ {
+ "train_step": 8760,
+ "loss": 0.510484452490896,
+ "clean_loss": 0.5155036160987375,
+ "noisy_loss_mean": 0.5088113979549488
+ },
+ {
+ "train_step": 8761,
+ "loss": 0.42201472845143895,
+ "clean_loss": 0.42132743829132885,
+ "noisy_loss_mean": 0.4222438251714756
+ },
+ {
+ "train_step": 8762,
+ "loss": 0.5164872839227896,
+ "clean_loss": 0.5177126979377666,
+ "noisy_loss_mean": 0.5160788125844641
+ },
+ {
+ "train_step": 8763,
+ "loss": 0.5996568974251222,
+ "clean_loss": 0.6107933317606935,
+ "noisy_loss_mean": 0.5959447526465983
+ },
+ {
+ "train_step": 8764,
+ "loss": 0.5013479013841804,
+ "clean_loss": 0.5111247018035162,
+ "noisy_loss_mean": 0.4980889679110685
+ },
+ {
+ "train_step": 8765,
+ "loss": 0.5465840961034847,
+ "clean_loss": 0.559868377675051,
+ "noisy_loss_mean": 0.542156002246296
+ },
+ {
+ "train_step": 8766,
+ "loss": 0.5140485970566442,
+ "clean_loss": 0.5155015464976211,
+ "noisy_loss_mean": 0.5135642805763186
+ },
+ {
+ "train_step": 8767,
+ "loss": 0.5733965319404468,
+ "clean_loss": 0.5569696130257155,
+ "noisy_loss_mean": 0.5788721715786905
+ },
+ {
+ "train_step": 8768,
+ "loss": 0.5734898610904612,
+ "clean_loss": 0.5678598049090758,
+ "noisy_loss_mean": 0.5753665464842563
+ },
+ {
+ "train_step": 8769,
+ "loss": 0.565373277212392,
+ "clean_loss": 0.5567486185430816,
+ "noisy_loss_mean": 0.5682481634354954
+ },
+ {
+ "train_step": 8770,
+ "loss": 0.6680396281434373,
+ "clean_loss": 0.6703279596809052,
+ "noisy_loss_mean": 0.6672768509642814
+ },
+ {
+ "train_step": 8771,
+ "loss": 0.6550548801101981,
+ "clean_loss": 0.6544033463804284,
+ "noisy_loss_mean": 0.6552720580201213
+ },
+ {
+ "train_step": 8772,
+ "loss": 0.540842497864366,
+ "clean_loss": 0.5467004879474491,
+ "noisy_loss_mean": 0.5388898345033383
+ },
+ {
+ "train_step": 8773,
+ "loss": 0.3372547613622927,
+ "clean_loss": 0.33292800419480323,
+ "noisy_loss_mean": 0.33869701375145583
+ },
+ {
+ "train_step": 8774,
+ "loss": 0.3539281746390697,
+ "clean_loss": 0.3523347552417155,
+ "noisy_loss_mean": 0.3544593144381878
+ },
+ {
+ "train_step": 8775,
+ "loss": 0.6711378910513174,
+ "clean_loss": 0.6687727967210978,
+ "noisy_loss_mean": 0.6719262558280573
+ },
+ {
+ "train_step": 8776,
+ "loss": 0.44379644222367387,
+ "clean_loss": 0.43731394164838133,
+ "noisy_loss_mean": 0.44595727574877136
+ },
+ {
+ "train_step": 8777,
+ "loss": 0.6729721334973078,
+ "clean_loss": 0.6849499514546917,
+ "noisy_loss_mean": 0.6689795275115132
+ },
+ {
+ "train_step": 8778,
+ "loss": 0.7107680372369272,
+ "clean_loss": 0.6997783752906666,
+ "noisy_loss_mean": 0.7144312578856806
+ },
+ {
+ "train_step": 8779,
+ "loss": 0.5888707997128075,
+ "clean_loss": 0.5852903808450491,
+ "noisy_loss_mean": 0.590064272668727
+ },
+ {
+ "train_step": 8780,
+ "loss": 0.5764793510267769,
+ "clean_loss": 0.5784239200479486,
+ "noisy_loss_mean": 0.5758311613530529
+ },
+ {
+ "train_step": 8781,
+ "loss": 0.46693081599473085,
+ "clean_loss": 0.4887275186900996,
+ "noisy_loss_mean": 0.45966524842960793
+ },
+ {
+ "train_step": 8782,
+ "loss": 0.6142525187156862,
+ "clean_loss": 0.6349435350861254,
+ "noisy_loss_mean": 0.6073555132588732
+ },
+ {
+ "train_step": 8783,
+ "loss": 0.5945976798900525,
+ "clean_loss": 0.5954471453614457,
+ "noisy_loss_mean": 0.5943145247329215
+ },
+ {
+ "train_step": 8784,
+ "loss": 0.6129941743304501,
+ "clean_loss": 0.6182578054912785,
+ "noisy_loss_mean": 0.6112396306101741
+ },
+ {
+ "train_step": 8785,
+ "loss": 0.5606990893724713,
+ "clean_loss": 0.5642618621407738,
+ "noisy_loss_mean": 0.5595114984497037
+ },
+ {
+ "train_step": 8786,
+ "loss": 0.7382743333973013,
+ "clean_loss": 0.6976735675415341,
+ "noisy_loss_mean": 0.7518079220158903
+ },
+ {
+ "train_step": 8787,
+ "loss": 0.5625469144136895,
+ "clean_loss": 0.5638464221463472,
+ "noisy_loss_mean": 0.5621137451694703
+ },
+ {
+ "train_step": 8788,
+ "loss": 0.6992225505034978,
+ "clean_loss": 0.6981187766105098,
+ "noisy_loss_mean": 0.6995904751344938
+ },
+ {
+ "train_step": 8789,
+ "loss": 0.6387287142355631,
+ "clean_loss": 0.6278705499308217,
+ "noisy_loss_mean": 0.6423481023371437
+ },
+ {
+ "train_step": 8790,
+ "loss": 0.6163552289034334,
+ "clean_loss": 0.6152550680000493,
+ "noisy_loss_mean": 0.6167219492045614
+ },
+ {
+ "train_step": 8791,
+ "loss": 0.6241076301426094,
+ "clean_loss": 0.6217266219788944,
+ "noisy_loss_mean": 0.6249012995305143
+ },
+ {
+ "train_step": 8792,
+ "loss": 0.6883430548418981,
+ "clean_loss": 0.6927953428772123,
+ "noisy_loss_mean": 0.6868589588301267
+ },
+ {
+ "train_step": 8793,
+ "loss": 0.6104015542632301,
+ "clean_loss": 0.6189639238628333,
+ "noisy_loss_mean": 0.6075474310633623
+ },
+ {
+ "train_step": 8794,
+ "loss": 0.5579160390552845,
+ "clean_loss": 0.5637678634974557,
+ "noisy_loss_mean": 0.5559654309078941
+ },
+ {
+ "train_step": 8795,
+ "loss": 0.4836862751940909,
+ "clean_loss": 0.48798966741710786,
+ "noisy_loss_mean": 0.48225181111975196
+ },
+ {
+ "train_step": 8796,
+ "loss": 0.5967053962452915,
+ "clean_loss": 0.5969247660815687,
+ "noisy_loss_mean": 0.5966322729665324
+ },
+ {
+ "train_step": 8797,
+ "loss": 0.7289312201843822,
+ "clean_loss": 0.7071508996485911,
+ "noisy_loss_mean": 0.7361913270296458
+ },
+ {
+ "train_step": 8798,
+ "loss": 0.4973126290513441,
+ "clean_loss": 0.49726174424718844,
+ "noisy_loss_mean": 0.49732959065272925
+ },
+ {
+ "train_step": 8799,
+ "loss": 0.5695511096929415,
+ "clean_loss": 0.5722808842750163,
+ "noisy_loss_mean": 0.56864118483225
+ },
+ {
+ "train_step": 8800,
+ "loss": 0.6496160341746944,
+ "clean_loss": 0.6497184238618744,
+ "noisy_loss_mean": 0.6495819042789677
+ },
+ {
+ "train_step": 8801,
+ "loss": 0.4493673542879081,
+ "clean_loss": 0.4370257952444955,
+ "noisy_loss_mean": 0.4534812073023789
+ },
+ {
+ "train_step": 8802,
+ "loss": 0.6185703978591521,
+ "clean_loss": 0.6233873865269105,
+ "noisy_loss_mean": 0.6169647349698995
+ },
+ {
+ "train_step": 8803,
+ "loss": 0.5983905390029587,
+ "clean_loss": 0.6052161376301066,
+ "noisy_loss_mean": 0.5961153394605762
+ },
+ {
+ "train_step": 8804,
+ "loss": 0.6091842348240202,
+ "clean_loss": 0.6154470445629941,
+ "noisy_loss_mean": 0.6070966315776954
+ },
+ {
+ "train_step": 8805,
+ "loss": 0.4380289654654882,
+ "clean_loss": 0.43850153600868635,
+ "noisy_loss_mean": 0.4378714419510888
+ },
+ {
+ "train_step": 8806,
+ "loss": 0.5911320836270972,
+ "clean_loss": 0.5988364571143407,
+ "noisy_loss_mean": 0.5885639591313493
+ },
+ {
+ "train_step": 8807,
+ "loss": 0.42092052856671974,
+ "clean_loss": 0.41020731487923945,
+ "noisy_loss_mean": 0.4244915997958798
+ },
+ {
+ "train_step": 8808,
+ "loss": 0.5047740142393593,
+ "clean_loss": 0.4939239871799649,
+ "noisy_loss_mean": 0.508390689925824
+ },
+ {
+ "train_step": 8809,
+ "loss": 0.5420187845608031,
+ "clean_loss": 0.5580613382833839,
+ "noisy_loss_mean": 0.5366712666532761
+ },
+ {
+ "train_step": 8810,
+ "loss": 0.5545436262428507,
+ "clean_loss": 0.5565615874685756,
+ "noisy_loss_mean": 0.5538709725009424
+ },
+ {
+ "train_step": 8811,
+ "loss": 0.4182401027806547,
+ "clean_loss": 0.43168084732265555,
+ "noisy_loss_mean": 0.4137598545999878
+ },
+ {
+ "train_step": 8812,
+ "loss": 0.4678611431528335,
+ "clean_loss": 0.45129541586572364,
+ "noisy_loss_mean": 0.4733830522485367
+ },
+ {
+ "train_step": 8813,
+ "loss": 0.3181855176693953,
+ "clean_loss": 0.31651659480719274,
+ "noisy_loss_mean": 0.31874182529012945
+ },
+ {
+ "train_step": 8814,
+ "loss": 0.726942390528119,
+ "clean_loss": 0.7237988022935352,
+ "noisy_loss_mean": 0.7279902532729802
+ },
+ {
+ "train_step": 8815,
+ "loss": 0.562343972944266,
+ "clean_loss": 0.5516202635184997,
+ "noisy_loss_mean": 0.5659185427528547
+ },
+ {
+ "train_step": 8816,
+ "loss": 0.5955349307400251,
+ "clean_loss": 0.5869419758609402,
+ "noisy_loss_mean": 0.5983992490330533
+ },
+ {
+ "train_step": 8817,
+ "loss": 0.6184259267802098,
+ "clean_loss": 0.6443381316538676,
+ "noisy_loss_mean": 0.6097885251556572
+ },
+ {
+ "train_step": 8818,
+ "loss": 0.6258201821832772,
+ "clean_loss": 0.6192902486310297,
+ "noisy_loss_mean": 0.627996826700693
+ },
+ {
+ "train_step": 8819,
+ "loss": 0.4656945483125434,
+ "clean_loss": 0.4652039199485104,
+ "noisy_loss_mean": 0.4658580911005544
+ },
+ {
+ "train_step": 8820,
+ "loss": 0.49843220121527093,
+ "clean_loss": 0.5148054689966697,
+ "noisy_loss_mean": 0.492974445288138
+ },
+ {
+ "train_step": 8821,
+ "loss": 0.5865892324775535,
+ "clean_loss": 0.5850919197938276,
+ "noisy_loss_mean": 0.5870883367054621
+ },
+ {
+ "train_step": 8822,
+ "loss": 0.47010712636517626,
+ "clean_loss": 0.4777614259818654,
+ "noisy_loss_mean": 0.4675556931596132
+ },
+ {
+ "train_step": 8823,
+ "loss": 0.5259345036000869,
+ "clean_loss": 0.5364600627187881,
+ "noisy_loss_mean": 0.5224259838938531
+ },
+ {
+ "train_step": 8824,
+ "loss": 0.5596857902438004,
+ "clean_loss": 0.5551680979390772,
+ "noisy_loss_mean": 0.5611916876787081
+ },
+ {
+ "train_step": 8825,
+ "loss": 0.8519291048865697,
+ "clean_loss": 0.8396921361570968,
+ "noisy_loss_mean": 0.8560080944630606
+ },
+ {
+ "train_step": 8826,
+ "loss": 0.525230746261184,
+ "clean_loss": 0.5234428322776956,
+ "noisy_loss_mean": 0.5258267175890136
+ },
+ {
+ "train_step": 8827,
+ "loss": 0.746361566004528,
+ "clean_loss": 0.7566330168793801,
+ "noisy_loss_mean": 0.7429377490462438
+ },
+ {
+ "train_step": 8828,
+ "loss": 0.633481277154703,
+ "clean_loss": 0.6434995797001718,
+ "noisy_loss_mean": 0.6301418429728801
+ },
+ {
+ "train_step": 8829,
+ "loss": 0.6139875485461674,
+ "clean_loss": 0.6186957278148622,
+ "noisy_loss_mean": 0.6124181554566026
+ },
+ {
+ "train_step": 8830,
+ "loss": 0.575672224299461,
+ "clean_loss": 0.5811823924236702,
+ "noisy_loss_mean": 0.5738355015913911
+ },
+ {
+ "train_step": 8831,
+ "loss": 0.572646094987969,
+ "clean_loss": 0.5649294835798179,
+ "noisy_loss_mean": 0.5752182987906861
+ },
+ {
+ "train_step": 8832,
+ "loss": 0.4053963422834436,
+ "clean_loss": 0.3962297246080178,
+ "noisy_loss_mean": 0.4084518815085856
+ },
+ {
+ "train_step": 8833,
+ "loss": 0.4344651234787341,
+ "clean_loss": 0.4328957817359509,
+ "noisy_loss_mean": 0.4349882373929952
+ },
+ {
+ "train_step": 8834,
+ "loss": 0.5191741359608941,
+ "clean_loss": 0.5129888781256559,
+ "noisy_loss_mean": 0.5212358885726401
+ },
+ {
+ "train_step": 8835,
+ "loss": 0.6250546672302226,
+ "clean_loss": 0.6140931041310588,
+ "noisy_loss_mean": 0.6287085215966105
+ },
+ {
+ "train_step": 8836,
+ "loss": 0.5564084640163107,
+ "clean_loss": 0.5482982491188941,
+ "noisy_loss_mean": 0.5591118689821163
+ },
+ {
+ "train_step": 8837,
+ "loss": 0.5651302319089389,
+ "clean_loss": 0.5694420243180764,
+ "noisy_loss_mean": 0.5636929677725596
+ },
+ {
+ "train_step": 8838,
+ "loss": 0.5415011781674745,
+ "clean_loss": 0.5447876312133635,
+ "noisy_loss_mean": 0.5404056938188448
+ },
+ {
+ "train_step": 8839,
+ "loss": 0.530143119333553,
+ "clean_loss": 0.539734088474637,
+ "noisy_loss_mean": 0.5269461296198582
+ },
+ {
+ "train_step": 8840,
+ "loss": 0.5101363150676781,
+ "clean_loss": 0.5211485387968364,
+ "noisy_loss_mean": 0.5064655738246252
+ },
+ {
+ "train_step": 8841,
+ "loss": 0.6524717999183403,
+ "clean_loss": 0.6493974017514607,
+ "noisy_loss_mean": 0.6534965993073
+ },
+ {
+ "train_step": 8842,
+ "loss": 0.44186767574621255,
+ "clean_loss": 0.4552401698553231,
+ "noisy_loss_mean": 0.43741017770984225
+ },
+ {
+ "train_step": 8843,
+ "loss": 0.5306518201422575,
+ "clean_loss": 0.5377244025001404,
+ "noisy_loss_mean": 0.5282942926896298
+ },
+ {
+ "train_step": 8844,
+ "loss": 0.6583234522102083,
+ "clean_loss": 0.6678977751106432,
+ "noisy_loss_mean": 0.6551320112433968
+ },
+ {
+ "train_step": 8845,
+ "loss": 0.6981871635470012,
+ "clean_loss": 0.7014982980393442,
+ "noisy_loss_mean": 0.6970834520495536
+ },
+ {
+ "train_step": 8846,
+ "loss": 0.703043236606341,
+ "clean_loss": 0.6989109899195372,
+ "noisy_loss_mean": 0.7044206521686088
+ },
+ {
+ "train_step": 8847,
+ "loss": 0.46726929440798853,
+ "clean_loss": 0.4546726959457117,
+ "noisy_loss_mean": 0.4714681605620808
+ },
+ {
+ "train_step": 8848,
+ "loss": 0.3432790658571852,
+ "clean_loss": 0.3413920617672324,
+ "noisy_loss_mean": 0.3439080672205028
+ },
+ {
+ "train_step": 8849,
+ "loss": 0.5875836620960435,
+ "clean_loss": 0.5881501451176291,
+ "noisy_loss_mean": 0.5873948344221817
+ },
+ {
+ "train_step": 8850,
+ "loss": 0.5363247187026525,
+ "clean_loss": 0.5311745465370293,
+ "noisy_loss_mean": 0.5380414427578603
+ },
+ {
+ "train_step": 8851,
+ "loss": 0.575712248783782,
+ "clean_loss": 0.5727221894031007,
+ "noisy_loss_mean": 0.5767089352440091
+ },
+ {
+ "train_step": 8852,
+ "loss": 0.5586353352605293,
+ "clean_loss": 0.562022583074678,
+ "noisy_loss_mean": 0.5575062526558131
+ },
+ {
+ "train_step": 8853,
+ "loss": 0.5897556204277233,
+ "clean_loss": 0.5911391799264774,
+ "noisy_loss_mean": 0.5892944339281387
+ },
+ {
+ "train_step": 8854,
+ "loss": 0.7141323779121329,
+ "clean_loss": 0.7237466848521558,
+ "noisy_loss_mean": 0.7109276089321254
+ },
+ {
+ "train_step": 8855,
+ "loss": 0.4888713237870026,
+ "clean_loss": 0.4791969431647421,
+ "noisy_loss_mean": 0.49209611732775604
+ },
+ {
+ "train_step": 8856,
+ "loss": 0.3572893303080934,
+ "clean_loss": 0.3595466908329825,
+ "noisy_loss_mean": 0.35653687679979695
+ },
+ {
+ "train_step": 8857,
+ "loss": 0.615112754823475,
+ "clean_loss": 0.6217030171827569,
+ "noisy_loss_mean": 0.6129160007037143
+ },
+ {
+ "train_step": 8858,
+ "loss": 0.6247287592693985,
+ "clean_loss": 0.6371432575609103,
+ "noisy_loss_mean": 0.620590593172228
+ },
+ {
+ "train_step": 8859,
+ "loss": 0.4194483108871901,
+ "clean_loss": 0.4217507326318313,
+ "noisy_loss_mean": 0.4186808369723097
+ },
+ {
+ "train_step": 8860,
+ "loss": 0.4386837179584754,
+ "clean_loss": 0.4424505492048337,
+ "noisy_loss_mean": 0.4374281075430226
+ },
+ {
+ "train_step": 8861,
+ "loss": 0.6293007006827724,
+ "clean_loss": 0.6265282858423702,
+ "noisy_loss_mean": 0.6302248389629066
+ },
+ {
+ "train_step": 8862,
+ "loss": 0.6851080979567362,
+ "clean_loss": 0.6849587489411806,
+ "noisy_loss_mean": 0.6851578809619214
+ },
+ {
+ "train_step": 8863,
+ "loss": 0.6619653977005927,
+ "clean_loss": 0.6605331233797801,
+ "noisy_loss_mean": 0.662442822474197
+ },
+ {
+ "train_step": 8864,
+ "loss": 0.5211580153465143,
+ "clean_loss": 0.521032421967265,
+ "noisy_loss_mean": 0.521199879806264
+ },
+ {
+ "train_step": 8865,
+ "loss": 0.5579237067254224,
+ "clean_loss": 0.5374598174145246,
+ "noisy_loss_mean": 0.5647450031623883
+ },
+ {
+ "train_step": 8866,
+ "loss": 0.5660278723423439,
+ "clean_loss": 0.581658164673337,
+ "noisy_loss_mean": 0.5608177748986795
+ },
+ {
+ "train_step": 8867,
+ "loss": 0.8861051624481224,
+ "clean_loss": 0.8899762482739,
+ "noisy_loss_mean": 0.8848148005061968
+ },
+ {
+ "train_step": 8868,
+ "loss": 0.4428330138506128,
+ "clean_loss": 0.44037923181745203,
+ "noisy_loss_mean": 0.44365094119499976
+ },
+ {
+ "train_step": 8869,
+ "loss": 0.7321090220029176,
+ "clean_loss": 0.7488979019898854,
+ "noisy_loss_mean": 0.7265127286739282
+ },
+ {
+ "train_step": 8870,
+ "loss": 0.4933820618136959,
+ "clean_loss": 0.5073989485088892,
+ "noisy_loss_mean": 0.48870976624863155
+ },
+ {
+ "train_step": 8871,
+ "loss": 0.5067882350466385,
+ "clean_loss": 0.4996735480804078,
+ "noisy_loss_mean": 0.5091597973687154
+ },
+ {
+ "train_step": 8872,
+ "loss": 0.8105928915773131,
+ "clean_loss": 0.8191183244398806,
+ "noisy_loss_mean": 0.8077510806231238
+ },
+ {
+ "train_step": 8873,
+ "loss": 0.5760797691796097,
+ "clean_loss": 0.5784180155466628,
+ "noisy_loss_mean": 0.5753003537239253
+ },
+ {
+ "train_step": 8874,
+ "loss": 0.5885468224486208,
+ "clean_loss": 0.6052844398671888,
+ "noisy_loss_mean": 0.5829676166424314
+ },
+ {
+ "train_step": 8875,
+ "loss": 0.4412221425478028,
+ "clean_loss": 0.4380489882238458,
+ "noisy_loss_mean": 0.44227986065578845
+ },
+ {
+ "train_step": 8876,
+ "loss": 0.5357653007815222,
+ "clean_loss": 0.5310574439293929,
+ "noisy_loss_mean": 0.5373345863988985
+ },
+ {
+ "train_step": 8877,
+ "loss": 0.5611227454642084,
+ "clean_loss": 0.569970075057787,
+ "noisy_loss_mean": 0.5581736355996821
+ },
+ {
+ "train_step": 8878,
+ "loss": 0.6021924360062783,
+ "clean_loss": 0.5894056020554058,
+ "noisy_loss_mean": 0.6064547139899025
+ },
+ {
+ "train_step": 8879,
+ "loss": 0.7290124327509827,
+ "clean_loss": 0.7286127618847019,
+ "noisy_loss_mean": 0.7291456563730763
+ },
+ {
+ "train_step": 8880,
+ "loss": 0.6598999182985135,
+ "clean_loss": 0.6755798116613452,
+ "noisy_loss_mean": 0.6546732871775696
+ },
+ {
+ "train_step": 8881,
+ "loss": 0.47677842837793843,
+ "clean_loss": 0.4831396150555439,
+ "noisy_loss_mean": 0.47465803281873664
+ },
+ {
+ "train_step": 8882,
+ "loss": 0.3935718394874729,
+ "clean_loss": 0.3949125805359026,
+ "noisy_loss_mean": 0.39312492580466296
+ },
+ {
+ "train_step": 8883,
+ "loss": 0.28742495669344803,
+ "clean_loss": 0.29093333294888596,
+ "noisy_loss_mean": 0.2862554979416354
+ },
+ {
+ "train_step": 8884,
+ "loss": 0.49446995283011796,
+ "clean_loss": 0.4950842159050903,
+ "noisy_loss_mean": 0.4942651984717939
+ },
+ {
+ "train_step": 8885,
+ "loss": 0.5167052182110415,
+ "clean_loss": 0.5189242488869249,
+ "noisy_loss_mean": 0.5159655413190803
+ },
+ {
+ "train_step": 8886,
+ "loss": 0.5201118473472308,
+ "clean_loss": 0.514806132541444,
+ "noisy_loss_mean": 0.5218804189491597
+ },
+ {
+ "train_step": 8887,
+ "loss": 0.4892249533456122,
+ "clean_loss": 0.4949021576259106,
+ "noisy_loss_mean": 0.48733255191884606
+ },
+ {
+ "train_step": 8888,
+ "loss": 0.7573753867303776,
+ "clean_loss": 0.7564616212627874,
+ "noisy_loss_mean": 0.7576799752195744
+ },
+ {
+ "train_step": 8889,
+ "loss": 0.3851279010867821,
+ "clean_loss": 0.38976839369297545,
+ "noisy_loss_mean": 0.38358107021805105
+ },
+ {
+ "train_step": 8890,
+ "loss": 0.449292154979709,
+ "clean_loss": 0.45163476004788394,
+ "noisy_loss_mean": 0.4485112866236507
+ },
+ {
+ "train_step": 8891,
+ "loss": 0.7456698601081833,
+ "clean_loss": 0.7300767354002031,
+ "noisy_loss_mean": 0.7508675683441766
+ },
+ {
+ "train_step": 8892,
+ "loss": 0.39354647731816367,
+ "clean_loss": 0.3911176692089672,
+ "noisy_loss_mean": 0.3943560800212291
+ },
+ {
+ "train_step": 8893,
+ "loss": 0.5828819937200407,
+ "clean_loss": 0.5978150889785637,
+ "noisy_loss_mean": 0.5779042953005329
+ },
+ {
+ "train_step": 8894,
+ "loss": 0.6181920673316605,
+ "clean_loss": 0.6074227988958211,
+ "noisy_loss_mean": 0.6217818234769404
+ },
+ {
+ "train_step": 8895,
+ "loss": 0.6598743452468496,
+ "clean_loss": 0.654036525008762,
+ "noisy_loss_mean": 0.6618202853262122
+ },
+ {
+ "train_step": 8896,
+ "loss": 0.5653474001211518,
+ "clean_loss": 0.5860106405157053,
+ "noisy_loss_mean": 0.5584596533229673
+ },
+ {
+ "train_step": 8897,
+ "loss": 0.5277939416514061,
+ "clean_loss": 0.5197137266147536,
+ "noisy_loss_mean": 0.5304873466636237
+ },
+ {
+ "train_step": 8898,
+ "loss": 0.528715300719314,
+ "clean_loss": 0.5282427321498437,
+ "noisy_loss_mean": 0.5288728235758041
+ },
+ {
+ "train_step": 8899,
+ "loss": 0.4163939174142173,
+ "clean_loss": 0.41356350878174347,
+ "noisy_loss_mean": 0.41733738695837524
+ },
+ {
+ "train_step": 8900,
+ "loss": 0.5922432506221788,
+ "clean_loss": 0.594024940121258,
+ "noisy_loss_mean": 0.5916493541224858
+ },
+ {
+ "train_step": 8901,
+ "loss": 0.5820620072776529,
+ "clean_loss": 0.5897887355975882,
+ "noisy_loss_mean": 0.5794864311710078
+ },
+ {
+ "train_step": 8902,
+ "loss": 0.7878632097057006,
+ "clean_loss": 0.7877111810819282,
+ "noisy_loss_mean": 0.7879138859136248
+ },
+ {
+ "train_step": 8903,
+ "loss": 0.49984298670978483,
+ "clean_loss": 0.495471790822277,
+ "noisy_loss_mean": 0.5013000520056208
+ },
+ {
+ "train_step": 8904,
+ "loss": 0.4727795768027127,
+ "clean_loss": 0.4781571604406682,
+ "noisy_loss_mean": 0.4709870489233942
+ },
+ {
+ "train_step": 8905,
+ "loss": 0.5216876183935639,
+ "clean_loss": 0.515582324552948,
+ "noisy_loss_mean": 0.523722716340436
+ },
+ {
+ "train_step": 8906,
+ "loss": 0.4513320544693127,
+ "clean_loss": 0.45193782810708466,
+ "noisy_loss_mean": 0.4511301299233887
+ },
+ {
+ "train_step": 8907,
+ "loss": 0.5055329002835878,
+ "clean_loss": 0.4893742839611505,
+ "noisy_loss_mean": 0.5109191057244002
+ },
+ {
+ "train_step": 8908,
+ "loss": 0.660710918331001,
+ "clean_loss": 0.6634300577287098,
+ "noisy_loss_mean": 0.6598045385317648
+ },
+ {
+ "train_step": 8909,
+ "loss": 0.5826157959433469,
+ "clean_loss": 0.5882873803482394,
+ "noisy_loss_mean": 0.5807252678083827
+ },
+ {
+ "train_step": 8910,
+ "loss": 0.6264850877868163,
+ "clean_loss": 0.6279063960524289,
+ "noisy_loss_mean": 0.6260113183649455
+ },
+ {
+ "train_step": 8911,
+ "loss": 0.5429961298738304,
+ "clean_loss": 0.5374779472135309,
+ "noisy_loss_mean": 0.5448355240939303
+ },
+ {
+ "train_step": 8912,
+ "loss": 0.5517491315934385,
+ "clean_loss": 0.5514094205857748,
+ "noisy_loss_mean": 0.5518623685959931
+ },
+ {
+ "train_step": 8913,
+ "loss": 0.5360834766167955,
+ "clean_loss": 0.5263506423582424,
+ "noisy_loss_mean": 0.5393277547029798
+ },
+ {
+ "train_step": 8914,
+ "loss": 0.7414375736898984,
+ "clean_loss": 0.7288818034686901,
+ "noisy_loss_mean": 0.7456228304303011
+ },
+ {
+ "train_step": 8915,
+ "loss": 0.6788321895127116,
+ "clean_loss": 0.6743650564610104,
+ "noisy_loss_mean": 0.6803212338632787
+ },
+ {
+ "train_step": 8916,
+ "loss": 0.6593060103524024,
+ "clean_loss": 0.6585788444856413,
+ "noisy_loss_mean": 0.6595483989746562
+ },
+ {
+ "train_step": 8917,
+ "loss": 0.6650622819086922,
+ "clean_loss": 0.654024935656759,
+ "noisy_loss_mean": 0.6687413973260034
+ },
+ {
+ "train_step": 8918,
+ "loss": 0.4120788487611595,
+ "clean_loss": 0.4312096505262175,
+ "noisy_loss_mean": 0.4057019148394736
+ },
+ {
+ "train_step": 8919,
+ "loss": 0.5783865192921714,
+ "clean_loss": 0.5814629827001508,
+ "noisy_loss_mean": 0.5773610314895117
+ },
+ {
+ "train_step": 8920,
+ "loss": 0.5382665344505366,
+ "clean_loss": 0.5282247103058851,
+ "noisy_loss_mean": 0.5416138091654203
+ },
+ {
+ "train_step": 8921,
+ "loss": 0.5516546460084344,
+ "clean_loss": 0.5517169975594146,
+ "noisy_loss_mean": 0.5516338621581077
+ },
+ {
+ "train_step": 8922,
+ "loss": 0.6445513751629082,
+ "clean_loss": 0.6290917682368639,
+ "noisy_loss_mean": 0.6497045774715895
+ },
+ {
+ "train_step": 8923,
+ "loss": 0.4813379596499664,
+ "clean_loss": 0.48222812496272244,
+ "noisy_loss_mean": 0.4810412378790477
+ },
+ {
+ "train_step": 8924,
+ "loss": 0.5634369040389198,
+ "clean_loss": 0.5608924926617536,
+ "noisy_loss_mean": 0.5642850411646418
+ },
+ {
+ "train_step": 8925,
+ "loss": 0.4325859084142161,
+ "clean_loss": 0.43355750941731047,
+ "noisy_loss_mean": 0.43226204141318475
+ },
+ {
+ "train_step": 8926,
+ "loss": 0.529171600335234,
+ "clean_loss": 0.5372645123571889,
+ "noisy_loss_mean": 0.5264739629945824
+ },
+ {
+ "train_step": 8927,
+ "loss": 0.47065872626354943,
+ "clean_loss": 0.4729330795988185,
+ "noisy_loss_mean": 0.4699006084851265
+ },
+ {
+ "train_step": 8928,
+ "loss": 0.5663112725180681,
+ "clean_loss": 0.5675430638459888,
+ "noisy_loss_mean": 0.5659006754087613
+ },
+ {
+ "train_step": 8929,
+ "loss": 0.7164478970493091,
+ "clean_loss": 0.7071431540045293,
+ "noisy_loss_mean": 0.7195494780642356
+ },
+ {
+ "train_step": 8930,
+ "loss": 0.27409967820242626,
+ "clean_loss": 0.274574446995255,
+ "noisy_loss_mean": 0.27394142193814996
+ },
+ {
+ "train_step": 8931,
+ "loss": 0.6710779489696861,
+ "clean_loss": 0.670446158169711,
+ "noisy_loss_mean": 0.6712885459030112
+ },
+ {
+ "train_step": 8932,
+ "loss": 0.5709383742655101,
+ "clean_loss": 0.5666711120354464,
+ "noisy_loss_mean": 0.5723607950088646
+ },
+ {
+ "train_step": 8933,
+ "loss": 0.7212400542231538,
+ "clean_loss": 0.6988163329081032,
+ "noisy_loss_mean": 0.7287146279948374
+ },
+ {
+ "train_step": 8934,
+ "loss": 0.6646034558701197,
+ "clean_loss": 0.6517360126915104,
+ "noisy_loss_mean": 0.6688926035963229
+ },
+ {
+ "train_step": 8935,
+ "loss": 0.5436431385238595,
+ "clean_loss": 0.5486438871497745,
+ "noisy_loss_mean": 0.5419762223152211
+ },
+ {
+ "train_step": 8936,
+ "loss": 0.5797278844296524,
+ "clean_loss": 0.5761176948426097,
+ "noisy_loss_mean": 0.5809312809586666
+ },
+ {
+ "train_step": 8937,
+ "loss": 0.5536440957593014,
+ "clean_loss": 0.5522883836163612,
+ "noisy_loss_mean": 0.5540959998069481
+ },
+ {
+ "train_step": 8938,
+ "loss": 0.5482653883195252,
+ "clean_loss": 0.5446072870984662,
+ "noisy_loss_mean": 0.5494847553932116
+ },
+ {
+ "train_step": 8939,
+ "loss": 0.5535270038060432,
+ "clean_loss": 0.5662434217107235,
+ "noisy_loss_mean": 0.5492881978378165
+ },
+ {
+ "train_step": 8940,
+ "loss": 0.6336878711207481,
+ "clean_loss": 0.6418503905594559,
+ "noisy_loss_mean": 0.6309670313078454
+ },
+ {
+ "train_step": 8941,
+ "loss": 0.4498540759126438,
+ "clean_loss": 0.4433891138695766,
+ "noisy_loss_mean": 0.45200906326033286
+ },
+ {
+ "train_step": 8942,
+ "loss": 0.6833089691609919,
+ "clean_loss": 0.6682014670879367,
+ "noisy_loss_mean": 0.6883448031853435
+ },
+ {
+ "train_step": 8943,
+ "loss": 0.557053896182133,
+ "clean_loss": 0.557998381351677,
+ "noisy_loss_mean": 0.556739067792285
+ },
+ {
+ "train_step": 8944,
+ "loss": 0.5669517470398671,
+ "clean_loss": 0.556386261406255,
+ "noisy_loss_mean": 0.5704735755844044
+ },
+ {
+ "train_step": 8945,
+ "loss": 0.6478693648686488,
+ "clean_loss": 0.6355558921563492,
+ "noisy_loss_mean": 0.6519738557727487
+ },
+ {
+ "train_step": 8946,
+ "loss": 0.4434992168708154,
+ "clean_loss": 0.45156038164611045,
+ "noisy_loss_mean": 0.4408121619457171
+ },
+ {
+ "train_step": 8947,
+ "loss": 0.6175222385714156,
+ "clean_loss": 0.6166576998358937,
+ "noisy_loss_mean": 0.6178104181499229
+ },
+ {
+ "train_step": 8948,
+ "loss": 0.4915701259146351,
+ "clean_loss": 0.4960634897463935,
+ "noisy_loss_mean": 0.49007233797071564
+ },
+ {
+ "train_step": 8949,
+ "loss": 0.5555387738316858,
+ "clean_loss": 0.5537629113426583,
+ "noisy_loss_mean": 0.556130727994695
+ },
+ {
+ "train_step": 8950,
+ "loss": 0.601369718375156,
+ "clean_loss": 0.5866264021256724,
+ "noisy_loss_mean": 0.6062841571249837
+ },
+ {
+ "train_step": 8951,
+ "loss": 0.8204806254196266,
+ "clean_loss": 0.8338160127832722,
+ "noisy_loss_mean": 0.8160354962984115
+ },
+ {
+ "train_step": 8952,
+ "loss": 0.48173050641598936,
+ "clean_loss": 0.4839949459395451,
+ "noisy_loss_mean": 0.48097569324147077
+ },
+ {
+ "train_step": 8953,
+ "loss": 0.4148487776643133,
+ "clean_loss": 0.4217895918689785,
+ "noisy_loss_mean": 0.4125351729294249
+ },
+ {
+ "train_step": 8954,
+ "loss": 0.572614063720603,
+ "clean_loss": 0.5666766832802203,
+ "noisy_loss_mean": 0.5745931905340639
+ },
+ {
+ "train_step": 8955,
+ "loss": 0.5519339028605398,
+ "clean_loss": 0.553511686205143,
+ "noisy_loss_mean": 0.5514079750790054
+ },
+ {
+ "train_step": 8956,
+ "loss": 0.6181153443943709,
+ "clean_loss": 0.6185840769193813,
+ "noisy_loss_mean": 0.6179591002193674
+ },
+ {
+ "train_step": 8957,
+ "loss": 0.33913663994740884,
+ "clean_loss": 0.34719216064157654,
+ "noisy_loss_mean": 0.33645146638268625
+ },
+ {
+ "train_step": 8958,
+ "loss": 0.3267516278851431,
+ "clean_loss": 0.3304277384734028,
+ "noisy_loss_mean": 0.3255262576890566
+ },
+ {
+ "train_step": 8959,
+ "loss": 0.6905590304353275,
+ "clean_loss": 0.6903507740036191,
+ "noisy_loss_mean": 0.6906284492458971
+ },
+ {
+ "train_step": 8960,
+ "loss": 0.4972164710729461,
+ "clean_loss": 0.4904831261908613,
+ "noisy_loss_mean": 0.4994609193669744
+ },
+ {
+ "train_step": 8961,
+ "loss": 0.6165574803680283,
+ "clean_loss": 0.6101486290615057,
+ "noisy_loss_mean": 0.6186937641368689
+ },
+ {
+ "train_step": 8962,
+ "loss": 0.6731515832414536,
+ "clean_loss": 0.6453571824526122,
+ "noisy_loss_mean": 0.6824163835044009
+ },
+ {
+ "train_step": 8963,
+ "loss": 0.6366612267950266,
+ "clean_loss": 0.6347970119869086,
+ "noisy_loss_mean": 0.6372826317310659
+ },
+ {
+ "train_step": 8964,
+ "loss": 0.5108169848008136,
+ "clean_loss": 0.5137089021004358,
+ "noisy_loss_mean": 0.5098530123676062
+ },
+ {
+ "train_step": 8965,
+ "loss": 0.7285982947192271,
+ "clean_loss": 0.7384295865605369,
+ "noisy_loss_mean": 0.7253211974387904
+ },
+ {
+ "train_step": 8966,
+ "loss": 0.5881090525933332,
+ "clean_loss": 0.5795928125660919,
+ "noisy_loss_mean": 0.5909477992690804
+ },
+ {
+ "train_step": 8967,
+ "loss": 0.5236877186113995,
+ "clean_loss": 0.5200925559727847,
+ "noisy_loss_mean": 0.5248861061576044
+ },
+ {
+ "train_step": 8968,
+ "loss": 0.49750520589482283,
+ "clean_loss": 0.4928526701854013,
+ "noisy_loss_mean": 0.4990560511312967
+ },
+ {
+ "train_step": 8969,
+ "loss": 0.5038501653079399,
+ "clean_loss": 0.4986653222327527,
+ "noisy_loss_mean": 0.5055784463330022
+ },
+ {
+ "train_step": 8970,
+ "loss": 0.599556558537002,
+ "clean_loss": 0.6016873121807885,
+ "noisy_loss_mean": 0.5988463073224065
+ },
+ {
+ "train_step": 8971,
+ "loss": 0.4312627917895147,
+ "clean_loss": 0.42199372955908626,
+ "noisy_loss_mean": 0.4343524791996575
+ },
+ {
+ "train_step": 8972,
+ "loss": 0.46324839800757783,
+ "clean_loss": 0.46150758290155414,
+ "noisy_loss_mean": 0.4638286697095857
+ },
+ {
+ "train_step": 8973,
+ "loss": 0.5869870964324395,
+ "clean_loss": 0.5816257584751027,
+ "noisy_loss_mean": 0.5887742090848852
+ },
+ {
+ "train_step": 8974,
+ "loss": 0.45992964016319243,
+ "clean_loss": 0.4659552582982021,
+ "noisy_loss_mean": 0.4579211007848559
+ },
+ {
+ "train_step": 8975,
+ "loss": 0.7529693280324404,
+ "clean_loss": 0.7504367459040014,
+ "noisy_loss_mean": 0.7538135220752533
+ },
+ {
+ "train_step": 8976,
+ "loss": 0.5407300156685476,
+ "clean_loss": 0.5218429775883912,
+ "noisy_loss_mean": 0.5470256950285998
+ },
+ {
+ "train_step": 8977,
+ "loss": 0.5442501834954425,
+ "clean_loss": 0.5453407943897978,
+ "noisy_loss_mean": 0.5438866465306575
+ },
+ {
+ "train_step": 8978,
+ "loss": 0.688743576078491,
+ "clean_loss": 0.6968622418928575,
+ "noisy_loss_mean": 0.6860373541403688
+ },
+ {
+ "train_step": 8979,
+ "loss": 0.5160130134792761,
+ "clean_loss": 0.5116470001938495,
+ "noisy_loss_mean": 0.517468351241085
+ },
+ {
+ "train_step": 8980,
+ "loss": 0.5381833013041666,
+ "clean_loss": 0.5370547170780297,
+ "noisy_loss_mean": 0.5385594960462122
+ },
+ {
+ "train_step": 8981,
+ "loss": 0.330937395468371,
+ "clean_loss": 0.3345428747215672,
+ "noisy_loss_mean": 0.32973556905063894
+ },
+ {
+ "train_step": 8982,
+ "loss": 0.4483973611703258,
+ "clean_loss": 0.45764121874086205,
+ "noisy_loss_mean": 0.4453160753134804
+ },
+ {
+ "train_step": 8983,
+ "loss": 0.4501344225841881,
+ "clean_loss": 0.4443273332784963,
+ "noisy_loss_mean": 0.45207011901941874
+ },
+ {
+ "train_step": 8984,
+ "loss": 0.6482691956511266,
+ "clean_loss": 0.6464854336060053,
+ "noisy_loss_mean": 0.6488637829995004
+ },
+ {
+ "train_step": 8985,
+ "loss": 0.4678131164410274,
+ "clean_loss": 0.45821936506525485,
+ "noisy_loss_mean": 0.47101103356628493
+ },
+ {
+ "train_step": 8986,
+ "loss": 0.4389383172000777,
+ "clean_loss": 0.4422776063523541,
+ "noisy_loss_mean": 0.4378252208159856
+ },
+ {
+ "train_step": 8987,
+ "loss": 0.4391769400415942,
+ "clean_loss": 0.42708426489447154,
+ "noisy_loss_mean": 0.44320783175730166
+ },
+ {
+ "train_step": 8988,
+ "loss": 0.5517252408402873,
+ "clean_loss": 0.5408766698985252,
+ "noisy_loss_mean": 0.5553414311542081
+ },
+ {
+ "train_step": 8989,
+ "loss": 0.7208494301685319,
+ "clean_loss": 0.7215469812240128,
+ "noisy_loss_mean": 0.7206169131500383
+ },
+ {
+ "train_step": 8990,
+ "loss": 0.5747172838541703,
+ "clean_loss": 0.5686673184728764,
+ "noisy_loss_mean": 0.5767339389812682
+ },
+ {
+ "train_step": 8991,
+ "loss": 0.4749455764083047,
+ "clean_loss": 0.4704619930201314,
+ "noisy_loss_mean": 0.47644010420436245
+ },
+ {
+ "train_step": 8992,
+ "loss": 0.751418705239291,
+ "clean_loss": 0.7435371951620188,
+ "noisy_loss_mean": 0.7540458752650484
+ },
+ {
+ "train_step": 8993,
+ "loss": 0.5220591620712433,
+ "clean_loss": 0.5339471914382787,
+ "noisy_loss_mean": 0.5180964856155649
+ },
+ {
+ "train_step": 8994,
+ "loss": 0.6579406543133324,
+ "clean_loss": 0.6461133679561272,
+ "noisy_loss_mean": 0.6618830830990675
+ },
+ {
+ "train_step": 8995,
+ "loss": 0.7036434306967568,
+ "clean_loss": 0.7078987905149694,
+ "noisy_loss_mean": 0.7022249774240192
+ },
+ {
+ "train_step": 8996,
+ "loss": 0.5391909746299506,
+ "clean_loss": 0.5434861737242285,
+ "noisy_loss_mean": 0.5377592415985246
+ },
+ {
+ "train_step": 8997,
+ "loss": 0.5859812074373311,
+ "clean_loss": 0.5779698699914153,
+ "noisy_loss_mean": 0.5886516532526362
+ },
+ {
+ "train_step": 8998,
+ "loss": 0.5019033150037161,
+ "clean_loss": 0.49816173037455325,
+ "noisy_loss_mean": 0.5031505098801037
+ },
+ {
+ "train_step": 8999,
+ "loss": 0.5892824270909286,
+ "clean_loss": 0.5985397719748213,
+ "noisy_loss_mean": 0.5861966454629643
+ },
+ {
+ "train_step": 9000,
+ "loss": 0.5080356270991895,
+ "clean_loss": 0.5089781463436701,
+ "noisy_loss_mean": 0.5077214540176959
+ },
+ {
+ "train_step": 9001,
+ "loss": 0.8527118336224395,
+ "clean_loss": 0.8545260321564403,
+ "noisy_loss_mean": 0.8521071007777725
+ },
+ {
+ "train_step": 9002,
+ "loss": 0.42252797479983223,
+ "clean_loss": 0.41446846288638156,
+ "noisy_loss_mean": 0.42521447877098245
+ },
+ {
+ "train_step": 9003,
+ "loss": 0.5459953528908028,
+ "clean_loss": 0.5667978886860716,
+ "noisy_loss_mean": 0.5390611742923799
+ },
+ {
+ "train_step": 9004,
+ "loss": 0.44791785920122446,
+ "clean_loss": 0.4466184207529807,
+ "noisy_loss_mean": 0.44835100535063904
+ },
+ {
+ "train_step": 9005,
+ "loss": 0.5042878032844351,
+ "clean_loss": 0.49064614567629194,
+ "noisy_loss_mean": 0.5088350224871495
+ },
+ {
+ "train_step": 9006,
+ "loss": 0.4368291591092958,
+ "clean_loss": 0.42855163258756324,
+ "noisy_loss_mean": 0.43958833461654007
+ },
+ {
+ "train_step": 9007,
+ "loss": 0.6799327103540036,
+ "clean_loss": 0.6855083783479359,
+ "noisy_loss_mean": 0.6780741543560261
+ },
+ {
+ "train_step": 9008,
+ "loss": 0.6012770699280516,
+ "clean_loss": 0.6081435935090904,
+ "noisy_loss_mean": 0.5989882287343721
+ },
+ {
+ "train_step": 9009,
+ "loss": 0.4103979394849397,
+ "clean_loss": 0.40741902588938417,
+ "noisy_loss_mean": 0.4113909106834582
+ },
+ {
+ "train_step": 9010,
+ "loss": 0.426814609146743,
+ "clean_loss": 0.43536678538778445,
+ "noisy_loss_mean": 0.42396388373306254
+ },
+ {
+ "train_step": 9011,
+ "loss": 0.5739825071782971,
+ "clean_loss": 0.5815242594986437,
+ "noisy_loss_mean": 0.5714685897381817
+ },
+ {
+ "train_step": 9012,
+ "loss": 0.6490823381182365,
+ "clean_loss": 0.6452847902439413,
+ "noisy_loss_mean": 0.6503481874096683
+ },
+ {
+ "train_step": 9013,
+ "loss": 0.640411451819267,
+ "clean_loss": 0.6299806318807338,
+ "noisy_loss_mean": 0.643888391798778
+ },
+ {
+ "train_step": 9014,
+ "loss": 0.624289585873918,
+ "clean_loss": 0.6399362162964625,
+ "noisy_loss_mean": 0.6190740423997365
+ },
+ {
+ "train_step": 9015,
+ "loss": 0.5640648412351404,
+ "clean_loss": 0.5717287181646833,
+ "noisy_loss_mean": 0.5615102155919596
+ },
+ {
+ "train_step": 9016,
+ "loss": 0.3908701397982127,
+ "clean_loss": 0.39272850981972096,
+ "noisy_loss_mean": 0.3902506831243766
+ },
+ {
+ "train_step": 9017,
+ "loss": 0.5332361924566189,
+ "clean_loss": 0.5522016407164579,
+ "noisy_loss_mean": 0.5269143763700058
+ },
+ {
+ "train_step": 9018,
+ "loss": 0.5284492496932225,
+ "clean_loss": 0.5351134739646165,
+ "noisy_loss_mean": 0.5262278416027578
+ },
+ {
+ "train_step": 9019,
+ "loss": 0.5214537339159573,
+ "clean_loss": 0.507869473657381,
+ "noisy_loss_mean": 0.5259818206688162
+ },
+ {
+ "train_step": 9020,
+ "loss": 0.5488974846102208,
+ "clean_loss": 0.5532258950195913,
+ "noisy_loss_mean": 0.5474546811404305
+ },
+ {
+ "train_step": 9021,
+ "loss": 0.6633687667451528,
+ "clean_loss": 0.6536107289582364,
+ "noisy_loss_mean": 0.6666214460074582
+ },
+ {
+ "train_step": 9022,
+ "loss": 0.4802753976207904,
+ "clean_loss": 0.47762578266261135,
+ "noisy_loss_mean": 0.4811586026068501
+ },
+ {
+ "train_step": 9023,
+ "loss": 0.4807195124642074,
+ "clean_loss": 0.4896310783671619,
+ "noisy_loss_mean": 0.4777489904965559
+ },
+ {
+ "train_step": 9024,
+ "loss": 0.628150625520594,
+ "clean_loss": 0.6243467568464668,
+ "noisy_loss_mean": 0.629418581745303
+ },
+ {
+ "train_step": 9025,
+ "loss": 0.7243703819708874,
+ "clean_loss": 0.7321870767544355,
+ "noisy_loss_mean": 0.7217648170430381
+ },
+ {
+ "train_step": 9026,
+ "loss": 0.8423467027112159,
+ "clean_loss": 0.8398686479934414,
+ "noisy_loss_mean": 0.8431727209504741
+ },
+ {
+ "train_step": 9027,
+ "loss": 0.793095562180216,
+ "clean_loss": 0.7871922948246807,
+ "noisy_loss_mean": 0.7950633179653946
+ },
+ {
+ "train_step": 9028,
+ "loss": 0.46560549772052423,
+ "clean_loss": 0.46818008242239095,
+ "noisy_loss_mean": 0.464747302819902
+ },
+ {
+ "train_step": 9029,
+ "loss": 0.6349739218834806,
+ "clean_loss": 0.6416827390343247,
+ "noisy_loss_mean": 0.6327376494998658
+ },
+ {
+ "train_step": 9030,
+ "loss": 0.3609473447127567,
+ "clean_loss": 0.3607983587595994,
+ "noisy_loss_mean": 0.3609970066971424
+ },
+ {
+ "train_step": 9031,
+ "loss": 0.4486322955384182,
+ "clean_loss": 0.45133361086138174,
+ "noisy_loss_mean": 0.4477318570974303
+ },
+ {
+ "train_step": 9032,
+ "loss": 0.5017325359678155,
+ "clean_loss": 0.49914553644739695,
+ "noisy_loss_mean": 0.5025948691412884
+ },
+ {
+ "train_step": 9033,
+ "loss": 0.4977043545610249,
+ "clean_loss": 0.49123138387228854,
+ "noisy_loss_mean": 0.4998620114572703
+ },
+ {
+ "train_step": 9034,
+ "loss": 0.545812574667857,
+ "clean_loss": 0.5481043970195639,
+ "noisy_loss_mean": 0.5450486338839549
+ },
+ {
+ "train_step": 9035,
+ "loss": 0.5263782698551593,
+ "clean_loss": 0.5221057277837395,
+ "noisy_loss_mean": 0.5278024505456327
+ },
+ {
+ "train_step": 9036,
+ "loss": 0.417517394347623,
+ "clean_loss": 0.4266697204495743,
+ "noisy_loss_mean": 0.41446661898030596
+ },
+ {
+ "train_step": 9037,
+ "loss": 0.5055109224915552,
+ "clean_loss": 0.5183192396128857,
+ "noisy_loss_mean": 0.5012414834511117
+ },
+ {
+ "train_step": 9038,
+ "loss": 0.7276563891526915,
+ "clean_loss": 0.7100899509784011,
+ "noisy_loss_mean": 0.7335118685441216
+ },
+ {
+ "train_step": 9039,
+ "loss": 0.545147699611028,
+ "clean_loss": 0.5433950702498065,
+ "noisy_loss_mean": 0.545731909398102
+ },
+ {
+ "train_step": 9040,
+ "loss": 0.43894122790631795,
+ "clean_loss": 0.44234294267221536,
+ "noisy_loss_mean": 0.43780732298435215
+ },
+ {
+ "train_step": 9041,
+ "loss": 0.6792351666918156,
+ "clean_loss": 0.687808085762278,
+ "noisy_loss_mean": 0.6763775270016614
+ },
+ {
+ "train_step": 9042,
+ "loss": 0.4737440415374188,
+ "clean_loss": 0.4663648961371947,
+ "noisy_loss_mean": 0.4762037566708268
+ },
+ {
+ "train_step": 9043,
+ "loss": 0.7138302867357282,
+ "clean_loss": 0.7195805530673609,
+ "noisy_loss_mean": 0.7119135312918509
+ },
+ {
+ "train_step": 9044,
+ "loss": 0.5000669450171822,
+ "clean_loss": 0.5056496990733236,
+ "noisy_loss_mean": 0.49820602699846833
+ },
+ {
+ "train_step": 9045,
+ "loss": 0.6514533915239158,
+ "clean_loss": 0.6649232287385172,
+ "noisy_loss_mean": 0.6469634457857153
+ },
+ {
+ "train_step": 9046,
+ "loss": 0.38887099342847753,
+ "clean_loss": 0.36729199618403086,
+ "noisy_loss_mean": 0.39606399250995966
+ },
+ {
+ "train_step": 9047,
+ "loss": 0.6003890577294481,
+ "clean_loss": 0.6003575691887989,
+ "noisy_loss_mean": 0.6003995539096644
+ },
+ {
+ "train_step": 9048,
+ "loss": 0.4563394895643141,
+ "clean_loss": 0.4546807221552256,
+ "noisy_loss_mean": 0.45689241203401015
+ },
+ {
+ "train_step": 9049,
+ "loss": 0.4620260816617654,
+ "clean_loss": 0.45175496124308395,
+ "noisy_loss_mean": 0.4654497884679925
+ },
+ {
+ "train_step": 9050,
+ "loss": 0.5733977111006187,
+ "clean_loss": 0.5526154609540325,
+ "noisy_loss_mean": 0.5803251278161474
+ },
+ {
+ "train_step": 9051,
+ "loss": 0.5489936819651152,
+ "clean_loss": 0.5587321066472696,
+ "noisy_loss_mean": 0.5457475404043971
+ },
+ {
+ "train_step": 9052,
+ "loss": 0.6704899471929141,
+ "clean_loss": 0.687158128347385,
+ "noisy_loss_mean": 0.6649338868080905
+ },
+ {
+ "train_step": 9053,
+ "loss": 0.8221161786841986,
+ "clean_loss": 0.8242163909624896,
+ "noisy_loss_mean": 0.8214161079247683
+ },
+ {
+ "train_step": 9054,
+ "loss": 0.6537644600989997,
+ "clean_loss": 0.6572866181765527,
+ "noisy_loss_mean": 0.652590407406482
+ },
+ {
+ "train_step": 9055,
+ "loss": 0.5145248489444549,
+ "clean_loss": 0.503851724910926,
+ "noisy_loss_mean": 0.5180825569556313
+ },
+ {
+ "train_step": 9056,
+ "loss": 0.5745950920269329,
+ "clean_loss": 0.5703305849580736,
+ "noisy_loss_mean": 0.5760165943832195
+ },
+ {
+ "train_step": 9057,
+ "loss": 0.5568796158009546,
+ "clean_loss": 0.5594028665791565,
+ "noisy_loss_mean": 0.5560385322082206
+ },
+ {
+ "train_step": 9058,
+ "loss": 0.6055382916898142,
+ "clean_loss": 0.6031844291983319,
+ "noisy_loss_mean": 0.6063229125203083
+ },
+ {
+ "train_step": 9059,
+ "loss": 0.7965107436995469,
+ "clean_loss": 0.8037860807228343,
+ "noisy_loss_mean": 0.7940856313584511
+ },
+ {
+ "train_step": 9060,
+ "loss": 0.6776677120349996,
+ "clean_loss": 0.6851551451404286,
+ "noisy_loss_mean": 0.6751719009998566
+ },
+ {
+ "train_step": 9061,
+ "loss": 0.5825700631912252,
+ "clean_loss": 0.580526755096358,
+ "noisy_loss_mean": 0.5832511658895143
+ },
+ {
+ "train_step": 9062,
+ "loss": 0.5549829625355926,
+ "clean_loss": 0.542128672216677,
+ "noisy_loss_mean": 0.5592677259752313
+ },
+ {
+ "train_step": 9063,
+ "loss": 0.5890512069500494,
+ "clean_loss": 0.582358387027962,
+ "noisy_loss_mean": 0.5912821469240787
+ },
+ {
+ "train_step": 9064,
+ "loss": 0.4995243382680187,
+ "clean_loss": 0.4973218159170611,
+ "noisy_loss_mean": 0.5002585123850045
+ },
+ {
+ "train_step": 9065,
+ "loss": 0.5224480887191174,
+ "clean_loss": 0.525330300421661,
+ "noisy_loss_mean": 0.5214873514849362
+ },
+ {
+ "train_step": 9066,
+ "loss": 0.5733276254448636,
+ "clean_loss": 0.5755662321552862,
+ "noisy_loss_mean": 0.572581423208056
+ },
+ {
+ "train_step": 9067,
+ "loss": 0.4891556261806963,
+ "clean_loss": 0.4793551758612293,
+ "noisy_loss_mean": 0.4924224429538519
+ },
+ {
+ "train_step": 9068,
+ "loss": 0.6355677623319083,
+ "clean_loss": 0.6271299095641704,
+ "noisy_loss_mean": 0.6383803799211542
+ },
+ {
+ "train_step": 9069,
+ "loss": 0.6360508353235027,
+ "clean_loss": 0.6283463921807749,
+ "noisy_loss_mean": 0.6386189830377453
+ },
+ {
+ "train_step": 9070,
+ "loss": 0.48125482151814614,
+ "clean_loss": 0.4683303080176755,
+ "noisy_loss_mean": 0.48556299268496966
+ },
+ {
+ "train_step": 9071,
+ "loss": 0.590208323281543,
+ "clean_loss": 0.596731413150408,
+ "noisy_loss_mean": 0.5880339599919214
+ },
+ {
+ "train_step": 9072,
+ "loss": 0.4880916348163966,
+ "clean_loss": 0.4925471661034515,
+ "noisy_loss_mean": 0.48660645772071165
+ },
+ {
+ "train_step": 9073,
+ "loss": 0.5971634772969271,
+ "clean_loss": 0.5999971979996693,
+ "noisy_loss_mean": 0.5962189037293463
+ },
+ {
+ "train_step": 9074,
+ "loss": 0.7035735077817017,
+ "clean_loss": 0.704242941063823,
+ "noisy_loss_mean": 0.7033503633543279
+ },
+ {
+ "train_step": 9075,
+ "loss": 0.40990947258254784,
+ "clean_loss": 0.4119844430111212,
+ "noisy_loss_mean": 0.40921781577302335
+ },
+ {
+ "train_step": 9076,
+ "loss": 0.39258103122789006,
+ "clean_loss": 0.3973467019151592,
+ "noisy_loss_mean": 0.39099247433213374
+ },
+ {
+ "train_step": 9077,
+ "loss": 0.5841336656834873,
+ "clean_loss": 0.5757781731382525,
+ "noisy_loss_mean": 0.5869188298652322
+ },
+ {
+ "train_step": 9078,
+ "loss": 0.5062056856255388,
+ "clean_loss": 0.5133426592482282,
+ "noisy_loss_mean": 0.5038266944179758
+ },
+ {
+ "train_step": 9079,
+ "loss": 0.5708349531016446,
+ "clean_loss": 0.5667639550110288,
+ "noisy_loss_mean": 0.5721919524651832
+ },
+ {
+ "train_step": 9080,
+ "loss": 0.6949794842553384,
+ "clean_loss": 0.7128153631439468,
+ "noisy_loss_mean": 0.689034191292469
+ },
+ {
+ "train_step": 9081,
+ "loss": 0.4973745423074944,
+ "clean_loss": 0.47886463960438624,
+ "noisy_loss_mean": 0.503544509875197
+ },
+ {
+ "train_step": 9082,
+ "loss": 0.6123015217889856,
+ "clean_loss": 0.6072373627461819,
+ "noisy_loss_mean": 0.6139895748032536
+ },
+ {
+ "train_step": 9083,
+ "loss": 0.5615295198851071,
+ "clean_loss": 0.5654062189694169,
+ "noisy_loss_mean": 0.5602372868570039
+ },
+ {
+ "train_step": 9084,
+ "loss": 0.5851828038928009,
+ "clean_loss": 0.5952277195660769,
+ "noisy_loss_mean": 0.5818344986683756
+ },
+ {
+ "train_step": 9085,
+ "loss": 0.6246961742952138,
+ "clean_loss": 0.6151323118573635,
+ "noisy_loss_mean": 0.6278841284411639
+ },
+ {
+ "train_step": 9086,
+ "loss": 0.5646926832278286,
+ "clean_loss": 0.5601054495731014,
+ "noisy_loss_mean": 0.5662217611127377
+ },
+ {
+ "train_step": 9087,
+ "loss": 0.6101030115596608,
+ "clean_loss": 0.6016053135184334,
+ "noisy_loss_mean": 0.6129355775734034
+ },
+ {
+ "train_step": 9088,
+ "loss": 0.6001527450616162,
+ "clean_loss": 0.5940080572949545,
+ "noisy_loss_mean": 0.60220097431717
+ },
+ {
+ "train_step": 9089,
+ "loss": 0.5584584457016639,
+ "clean_loss": 0.5511157575379128,
+ "noisy_loss_mean": 0.5609060084229143
+ },
+ {
+ "train_step": 9090,
+ "loss": 0.6069780072366133,
+ "clean_loss": 0.6086126653817818,
+ "noisy_loss_mean": 0.6064331211882239
+ },
+ {
+ "train_step": 9091,
+ "loss": 0.5622210439942996,
+ "clean_loss": 0.5521192867828495,
+ "noisy_loss_mean": 0.5655882963981164
+ },
+ {
+ "train_step": 9092,
+ "loss": 0.6307143843254963,
+ "clean_loss": 0.6357678824860621,
+ "noisy_loss_mean": 0.6290298849386411
+ },
+ {
+ "train_step": 9093,
+ "loss": 0.5563842720421261,
+ "clean_loss": 0.5583491167775967,
+ "noisy_loss_mean": 0.5557293237969695
+ },
+ {
+ "train_step": 9094,
+ "loss": 0.6637687553629219,
+ "clean_loss": 0.6602258402636526,
+ "noisy_loss_mean": 0.6649497270626784
+ },
+ {
+ "train_step": 9095,
+ "loss": 0.7875243451063828,
+ "clean_loss": 0.7908687589602342,
+ "noisy_loss_mean": 0.7864095404884323
+ },
+ {
+ "train_step": 9096,
+ "loss": 0.6202988725139504,
+ "clean_loss": 0.6375474595139854,
+ "noisy_loss_mean": 0.6145493435139388
+ },
+ {
+ "train_step": 9097,
+ "loss": 0.634811235585327,
+ "clean_loss": 0.6604367134109003,
+ "noisy_loss_mean": 0.6262694096434694
+ },
+ {
+ "train_step": 9098,
+ "loss": 0.5812547492714637,
+ "clean_loss": 0.5881374751252287,
+ "noisy_loss_mean": 0.5789605073202085
+ },
+ {
+ "train_step": 9099,
+ "loss": 0.4578169057270498,
+ "clean_loss": 0.48026780118689916,
+ "noisy_loss_mean": 0.45033327390710004
+ },
+ {
+ "train_step": 9100,
+ "loss": 0.5721142827764512,
+ "clean_loss": 0.5673856790073262,
+ "noisy_loss_mean": 0.5736904840328262
+ },
+ {
+ "train_step": 9101,
+ "loss": 0.49139007062123474,
+ "clean_loss": 0.4878857110933834,
+ "noisy_loss_mean": 0.4925581904638519
+ },
+ {
+ "train_step": 9102,
+ "loss": 0.5133304043343452,
+ "clean_loss": 0.5078288791830398,
+ "noisy_loss_mean": 0.515164246051447
+ },
+ {
+ "train_step": 9103,
+ "loss": 0.5080668667885831,
+ "clean_loss": 0.5082862435573523,
+ "noisy_loss_mean": 0.5079937411989933
+ },
+ {
+ "train_step": 9104,
+ "loss": 0.7806634878893883,
+ "clean_loss": 0.7671453119648297,
+ "noisy_loss_mean": 0.7851695465309078
+ },
+ {
+ "train_step": 9105,
+ "loss": 0.7008825530107075,
+ "clean_loss": 0.7049469593941996,
+ "noisy_loss_mean": 0.6995277508828769
+ },
+ {
+ "train_step": 9106,
+ "loss": 0.6234835015354179,
+ "clean_loss": 0.6259308973957233,
+ "noisy_loss_mean": 0.6226677029153161
+ },
+ {
+ "train_step": 9107,
+ "loss": 0.545339516541689,
+ "clean_loss": 0.5434163446990933,
+ "noisy_loss_mean": 0.5459805738225544
+ },
+ {
+ "train_step": 9108,
+ "loss": 0.41897060640188966,
+ "clean_loss": 0.42091499638267665,
+ "noisy_loss_mean": 0.418322476408294
+ },
+ {
+ "train_step": 9109,
+ "loss": 0.772588329853009,
+ "clean_loss": 0.7747540520029126,
+ "noisy_loss_mean": 0.7718664224697078
+ },
+ {
+ "train_step": 9110,
+ "loss": 0.5123087762126531,
+ "clean_loss": 0.5157477527758058,
+ "noisy_loss_mean": 0.5111624506916023
+ },
+ {
+ "train_step": 9111,
+ "loss": 0.514567145291398,
+ "clean_loss": 0.514878678994154,
+ "noisy_loss_mean": 0.5144633007238127
+ },
+ {
+ "train_step": 9112,
+ "loss": 0.3747725927095024,
+ "clean_loss": 0.3743076483816475,
+ "noisy_loss_mean": 0.37492757415212075
+ },
+ {
+ "train_step": 9113,
+ "loss": 0.6601560483100655,
+ "clean_loss": 0.6753333697948791,
+ "noisy_loss_mean": 0.655096941148461
+ },
+ {
+ "train_step": 9114,
+ "loss": 0.5463201056864933,
+ "clean_loss": 0.5450837173972527,
+ "noisy_loss_mean": 0.54673223511624
+ },
+ {
+ "train_step": 9115,
+ "loss": 0.647167072323215,
+ "clean_loss": 0.6519980145453091,
+ "noisy_loss_mean": 0.6455567582491838
+ },
+ {
+ "train_step": 9116,
+ "loss": 0.7286325718355398,
+ "clean_loss": 0.7379464390882449,
+ "noisy_loss_mean": 0.7255279494179714
+ },
+ {
+ "train_step": 9117,
+ "loss": 0.7182311723547634,
+ "clean_loss": 0.7206253166909311,
+ "noisy_loss_mean": 0.7174331242427074
+ },
+ {
+ "train_step": 9118,
+ "loss": 0.6034148632524983,
+ "clean_loss": 0.5971519470627871,
+ "noisy_loss_mean": 0.6055025019824019
+ },
+ {
+ "train_step": 9119,
+ "loss": 0.560255239367946,
+ "clean_loss": 0.5630547065031102,
+ "noisy_loss_mean": 0.5593220836562245
+ },
+ {
+ "train_step": 9120,
+ "loss": 0.46534446652176936,
+ "clean_loss": 0.46610157927024326,
+ "noisy_loss_mean": 0.46509209560561143
+ },
+ {
+ "train_step": 9121,
+ "loss": 0.7840433724587905,
+ "clean_loss": 0.788602712013739,
+ "noisy_loss_mean": 0.7825235926071411
+ },
+ {
+ "train_step": 9122,
+ "loss": 0.5007054078716072,
+ "clean_loss": 0.5160654991084301,
+ "noisy_loss_mean": 0.4955853774593329
+ },
+ {
+ "train_step": 9123,
+ "loss": 0.6329498962424975,
+ "clean_loss": 0.6197954317241723,
+ "noisy_loss_mean": 0.637334717748606
+ },
+ {
+ "train_step": 9124,
+ "loss": 0.4070751140310205,
+ "clean_loss": 0.41511189495506223,
+ "noisy_loss_mean": 0.4043961870563399
+ },
+ {
+ "train_step": 9125,
+ "loss": 0.830052611695005,
+ "clean_loss": 0.8164324318935258,
+ "noisy_loss_mean": 0.8345926716288314
+ },
+ {
+ "train_step": 9126,
+ "loss": 0.46141443902485524,
+ "clean_loss": 0.4673618406724553,
+ "noisy_loss_mean": 0.4594319718089886
+ },
+ {
+ "train_step": 9127,
+ "loss": 0.6010432991861607,
+ "clean_loss": 0.5993794324744667,
+ "noisy_loss_mean": 0.6015979214233921
+ },
+ {
+ "train_step": 9128,
+ "loss": 0.6716470256167836,
+ "clean_loss": 0.6832863839273872,
+ "noisy_loss_mean": 0.6677672395132491
+ },
+ {
+ "train_step": 9129,
+ "loss": 0.5261999454405586,
+ "clean_loss": 0.5251007146844715,
+ "noisy_loss_mean": 0.5265663556925876
+ },
+ {
+ "train_step": 9130,
+ "loss": 0.7209238882151001,
+ "clean_loss": 0.7333138151616567,
+ "noisy_loss_mean": 0.7167939125662478
+ },
+ {
+ "train_step": 9131,
+ "loss": 0.5985090494986229,
+ "clean_loss": 0.5944279491416687,
+ "noisy_loss_mean": 0.5998694162842743
+ },
+ {
+ "train_step": 9132,
+ "loss": 0.588480699812528,
+ "clean_loss": 0.5939761012864333,
+ "noisy_loss_mean": 0.5866488993212262
+ },
+ {
+ "train_step": 9133,
+ "loss": 0.4231362315246271,
+ "clean_loss": 0.4347599410189084,
+ "noisy_loss_mean": 0.41926166169319995
+ },
+ {
+ "train_step": 9134,
+ "loss": 0.4358776214775949,
+ "clean_loss": 0.443929856616986,
+ "noisy_loss_mean": 0.43319354309779784
+ },
+ {
+ "train_step": 9135,
+ "loss": 0.5651696441314327,
+ "clean_loss": 0.5675868474634547,
+ "noisy_loss_mean": 0.5643639096874254
+ },
+ {
+ "train_step": 9136,
+ "loss": 0.5651777579701577,
+ "clean_loss": 0.5735108255391296,
+ "noisy_loss_mean": 0.5624000687805003
+ },
+ {
+ "train_step": 9137,
+ "loss": 0.4211536612475896,
+ "clean_loss": 0.42494445546810533,
+ "noisy_loss_mean": 0.4198900631740843
+ },
+ {
+ "train_step": 9138,
+ "loss": 0.5155992927492896,
+ "clean_loss": 0.5048741960613768,
+ "noisy_loss_mean": 0.519174324978594
+ },
+ {
+ "train_step": 9139,
+ "loss": 0.45846971514309487,
+ "clean_loss": 0.45556379724011453,
+ "noisy_loss_mean": 0.4594383544440883
+ },
+ {
+ "train_step": 9140,
+ "loss": 0.568296393423856,
+ "clean_loss": 0.5693874414394716,
+ "noisy_loss_mean": 0.5679327107519841
+ },
+ {
+ "train_step": 9141,
+ "loss": 0.5312927505746725,
+ "clean_loss": 0.5302022275757932,
+ "noisy_loss_mean": 0.5316562582409656
+ },
+ {
+ "train_step": 9142,
+ "loss": 0.6941950182935142,
+ "clean_loss": 0.7052707644301289,
+ "noisy_loss_mean": 0.6905031029146426
+ },
+ {
+ "train_step": 9143,
+ "loss": 0.6064562649868717,
+ "clean_loss": 0.6069551687619383,
+ "noisy_loss_mean": 0.6062899637285161
+ },
+ {
+ "train_step": 9144,
+ "loss": 0.6072258173853019,
+ "clean_loss": 0.6113770858533022,
+ "noisy_loss_mean": 0.6058420612293018
+ },
+ {
+ "train_step": 9145,
+ "loss": 0.6884584883931244,
+ "clean_loss": 0.6858510400345257,
+ "noisy_loss_mean": 0.6893276378459906
+ },
+ {
+ "train_step": 9146,
+ "loss": 0.5086226952854005,
+ "clean_loss": 0.5098008523819275,
+ "noisy_loss_mean": 0.5082299762532249
+ },
+ {
+ "train_step": 9147,
+ "loss": 0.6103328632781175,
+ "clean_loss": 0.6074801628968782,
+ "noisy_loss_mean": 0.6112837634051974
+ },
+ {
+ "train_step": 9148,
+ "loss": 0.6651990820594311,
+ "clean_loss": 0.6579947205597784,
+ "noisy_loss_mean": 0.6676005358926487
+ },
+ {
+ "train_step": 9149,
+ "loss": 0.494723067905394,
+ "clean_loss": 0.49528587726285145,
+ "noisy_loss_mean": 0.4945354647862415
+ },
+ {
+ "train_step": 9150,
+ "loss": 0.6766660351903252,
+ "clean_loss": 0.6658146855385476,
+ "noisy_loss_mean": 0.6802831517409177
+ },
+ {
+ "train_step": 9151,
+ "loss": 0.5274851461134884,
+ "clean_loss": 0.528836376101,
+ "noisy_loss_mean": 0.5270347361176512
+ },
+ {
+ "train_step": 9152,
+ "loss": 0.7677773775839252,
+ "clean_loss": 0.7704903899897857,
+ "noisy_loss_mean": 0.7668730401153049
+ },
+ {
+ "train_step": 9153,
+ "loss": 0.6158312097009504,
+ "clean_loss": 0.6025395424137341,
+ "noisy_loss_mean": 0.6202617654633559
+ },
+ {
+ "train_step": 9154,
+ "loss": 0.5309552524438844,
+ "clean_loss": 0.5370207641873601,
+ "noisy_loss_mean": 0.5289334151960592
+ },
+ {
+ "train_step": 9155,
+ "loss": 0.9068867028288028,
+ "clean_loss": 0.8882574460399955,
+ "noisy_loss_mean": 0.9130964550917388
+ },
+ {
+ "train_step": 9156,
+ "loss": 0.5612940168330579,
+ "clean_loss": 0.5684644383330412,
+ "noisy_loss_mean": 0.5589038763330634
+ },
+ {
+ "train_step": 9157,
+ "loss": 0.5702834323182313,
+ "clean_loss": 0.5650271194311184,
+ "noisy_loss_mean": 0.5720355366139356
+ },
+ {
+ "train_step": 9158,
+ "loss": 0.46548887840736375,
+ "clean_loss": 0.46050625761708924,
+ "noisy_loss_mean": 0.46714975200412195
+ },
+ {
+ "train_step": 9159,
+ "loss": 0.6484266277496405,
+ "clean_loss": 0.6588218272855026,
+ "noisy_loss_mean": 0.6449615612376864
+ },
+ {
+ "train_step": 9160,
+ "loss": 0.49914790039639984,
+ "clean_loss": 0.5033777031981774,
+ "noisy_loss_mean": 0.4977379661291406
+ },
+ {
+ "train_step": 9161,
+ "loss": 0.5739983730195417,
+ "clean_loss": 0.5729951245614628,
+ "noisy_loss_mean": 0.5743327891722347
+ },
+ {
+ "train_step": 9162,
+ "loss": 0.6187416542387987,
+ "clean_loss": 0.6090604159950578,
+ "noisy_loss_mean": 0.621968733653379
+ },
+ {
+ "train_step": 9163,
+ "loss": 0.5672104505510779,
+ "clean_loss": 0.574599754325662,
+ "noisy_loss_mean": 0.5647473492928832
+ },
+ {
+ "train_step": 9164,
+ "loss": 0.6352628126703008,
+ "clean_loss": 0.6425612885174268,
+ "noisy_loss_mean": 0.6328299873879255
+ },
+ {
+ "train_step": 9165,
+ "loss": 0.5901204901095359,
+ "clean_loss": 0.5912657478850118,
+ "noisy_loss_mean": 0.5897387375177106
+ },
+ {
+ "train_step": 9166,
+ "loss": 0.5870400574577046,
+ "clean_loss": 0.583272274530012,
+ "noisy_loss_mean": 0.5882959851002688
+ },
+ {
+ "train_step": 9167,
+ "loss": 0.646706491218002,
+ "clean_loss": 0.6451762188261687,
+ "noisy_loss_mean": 0.6472165820152799
+ },
+ {
+ "train_step": 9168,
+ "loss": 0.6203359101249183,
+ "clean_loss": 0.6103655917141121,
+ "noisy_loss_mean": 0.623659349595187
+ },
+ {
+ "train_step": 9169,
+ "loss": 0.5334255221140526,
+ "clean_loss": 0.5300405253055878,
+ "noisy_loss_mean": 0.5345538543835409
+ },
+ {
+ "train_step": 9170,
+ "loss": 0.8067452468132811,
+ "clean_loss": 0.8133785317410231,
+ "noisy_loss_mean": 0.804534151837367
+ },
+ {
+ "train_step": 9171,
+ "loss": 0.36587968538375804,
+ "clean_loss": 0.3690001605556783,
+ "noisy_loss_mean": 0.36483952699311795
+ },
+ {
+ "train_step": 9172,
+ "loss": 0.4917340940971735,
+ "clean_loss": 0.5109977889574209,
+ "noisy_loss_mean": 0.4853128624770911
+ },
+ {
+ "train_step": 9173,
+ "loss": 0.531278526080561,
+ "clean_loss": 0.5131684545113309,
+ "noisy_loss_mean": 0.5373152166036377
+ },
+ {
+ "train_step": 9174,
+ "loss": 0.5232836606633018,
+ "clean_loss": 0.525993265604103,
+ "noisy_loss_mean": 0.522380459016368
+ },
+ {
+ "train_step": 9175,
+ "loss": 0.444179592921227,
+ "clean_loss": 0.43910150666895265,
+ "noisy_loss_mean": 0.44587228833865183
+ },
+ {
+ "train_step": 9176,
+ "loss": 0.505338205628177,
+ "clean_loss": 0.5044922807076534,
+ "noisy_loss_mean": 0.505620180601685
+ },
+ {
+ "train_step": 9177,
+ "loss": 0.6177446099361291,
+ "clean_loss": 0.6027443165746438,
+ "noisy_loss_mean": 0.6227447077232909
+ },
+ {
+ "train_step": 9178,
+ "loss": 0.5933866031579021,
+ "clean_loss": 0.5999435377929687,
+ "noisy_loss_mean": 0.5912009582795466
+ },
+ {
+ "train_step": 9179,
+ "loss": 0.5255954468175005,
+ "clean_loss": 0.5236026367967311,
+ "noisy_loss_mean": 0.5262597168244235
+ },
+ {
+ "train_step": 9180,
+ "loss": 0.48666927038107055,
+ "clean_loss": 0.4823981259488037,
+ "noisy_loss_mean": 0.48809298519182615
+ },
+ {
+ "train_step": 9181,
+ "loss": 0.6194414983253183,
+ "clean_loss": 0.6169930690613673,
+ "noisy_loss_mean": 0.6202576414133019
+ },
+ {
+ "train_step": 9182,
+ "loss": 0.42102414942462785,
+ "clean_loss": 0.4264246495017774,
+ "noisy_loss_mean": 0.4192239827322446
+ },
+ {
+ "train_step": 9183,
+ "loss": 0.580666308862144,
+ "clean_loss": 0.5733222298485827,
+ "noisy_loss_mean": 0.5831143351999977
+ },
+ {
+ "train_step": 9184,
+ "loss": 0.5392464498347219,
+ "clean_loss": 0.5438004723684988,
+ "noisy_loss_mean": 0.5377284423234628
+ },
+ {
+ "train_step": 9185,
+ "loss": 0.6935028644293635,
+ "clean_loss": 0.6913229103113787,
+ "noisy_loss_mean": 0.6942295158020251
+ },
+ {
+ "train_step": 9186,
+ "loss": 0.5910362626451257,
+ "clean_loss": 0.5899553349678273,
+ "noisy_loss_mean": 0.5913965718708918
+ },
+ {
+ "train_step": 9187,
+ "loss": 0.5745311748528389,
+ "clean_loss": 0.5799674050139079,
+ "noisy_loss_mean": 0.5727190981324827
+ },
+ {
+ "train_step": 9188,
+ "loss": 0.6023303770022934,
+ "clean_loss": 0.6127992984949813,
+ "noisy_loss_mean": 0.5988407365047308
+ },
+ {
+ "train_step": 9189,
+ "loss": 0.6827708874555615,
+ "clean_loss": 0.7011680639160213,
+ "noisy_loss_mean": 0.676638495302075
+ },
+ {
+ "train_step": 9190,
+ "loss": 0.6998278303274073,
+ "clean_loss": 0.6644934784999468,
+ "noisy_loss_mean": 0.7116059476032275
+ },
+ {
+ "train_step": 9191,
+ "loss": 0.5912250102813332,
+ "clean_loss": 0.5926147617705615,
+ "noisy_loss_mean": 0.590761759784924
+ },
+ {
+ "train_step": 9192,
+ "loss": 0.3952575497525639,
+ "clean_loss": 0.3939033874210644,
+ "noisy_loss_mean": 0.39570893719639705
+ },
+ {
+ "train_step": 9193,
+ "loss": 0.5235827332710635,
+ "clean_loss": 0.5163725156416175,
+ "noisy_loss_mean": 0.5259861391475457
+ },
+ {
+ "train_step": 9194,
+ "loss": 0.40093667207103545,
+ "clean_loss": 0.3976703208942443,
+ "noisy_loss_mean": 0.4020254557966325
+ },
+ {
+ "train_step": 9195,
+ "loss": 0.4191371136904923,
+ "clean_loss": 0.40805513662277143,
+ "noisy_loss_mean": 0.4228311060463992
+ },
+ {
+ "train_step": 9196,
+ "loss": 0.8921812061990684,
+ "clean_loss": 0.8856402623709463,
+ "noisy_loss_mean": 0.8943615208084422
+ },
+ {
+ "train_step": 9197,
+ "loss": 0.43573345580329503,
+ "clean_loss": 0.42577347960020295,
+ "noisy_loss_mean": 0.4390534478709924
+ },
+ {
+ "train_step": 9198,
+ "loss": 0.75326189037941,
+ "clean_loss": 0.7482664945186839,
+ "noisy_loss_mean": 0.7549270223329855
+ },
+ {
+ "train_step": 9199,
+ "loss": 0.5998703402031693,
+ "clean_loss": 0.5924423386972594,
+ "noisy_loss_mean": 0.6023463407051393
+ },
+ {
+ "train_step": 9200,
+ "loss": 0.34796908387158537,
+ "clean_loss": 0.34931808304523776,
+ "noisy_loss_mean": 0.3475194174803679
+ },
+ {
+ "train_step": 9201,
+ "loss": 0.5342067931551858,
+ "clean_loss": 0.5393789937854699,
+ "noisy_loss_mean": 0.5324827262784245
+ },
+ {
+ "train_step": 9202,
+ "loss": 0.844074888147148,
+ "clean_loss": 0.8655556537202591,
+ "noisy_loss_mean": 0.8369146329561111
+ },
+ {
+ "train_step": 9203,
+ "loss": 0.5941487861338163,
+ "clean_loss": 0.5979992009954471,
+ "noisy_loss_mean": 0.5928653145132726
+ },
+ {
+ "train_step": 9204,
+ "loss": 0.33778095708094014,
+ "clean_loss": 0.34971218507002605,
+ "noisy_loss_mean": 0.3338038810845781
+ },
+ {
+ "train_step": 9205,
+ "loss": 0.7864312750151519,
+ "clean_loss": 0.806268597626137,
+ "noisy_loss_mean": 0.7798188341448234
+ },
+ {
+ "train_step": 9206,
+ "loss": 0.48728779071240624,
+ "clean_loss": 0.4816341499830324,
+ "noisy_loss_mean": 0.4891723376221975
+ },
+ {
+ "train_step": 9207,
+ "loss": 0.743578167589976,
+ "clean_loss": 0.7483890673968073,
+ "noisy_loss_mean": 0.7419745343210321
+ },
+ {
+ "train_step": 9208,
+ "loss": 0.4717954985727948,
+ "clean_loss": 0.47495957866845107,
+ "noisy_loss_mean": 0.47074080520757605
+ },
+ {
+ "train_step": 9209,
+ "loss": 0.42906276450153036,
+ "clean_loss": 0.42987540788800266,
+ "noisy_loss_mean": 0.4287918833727063
+ },
+ {
+ "train_step": 9210,
+ "loss": 0.6084910208632921,
+ "clean_loss": 0.6076889766227821,
+ "noisy_loss_mean": 0.608758368943462
+ },
+ {
+ "train_step": 9211,
+ "loss": 0.5366569861092771,
+ "clean_loss": 0.5161920227806094,
+ "noisy_loss_mean": 0.5434786405521664
+ },
+ {
+ "train_step": 9212,
+ "loss": 0.40411178143632337,
+ "clean_loss": 0.4006914685498573,
+ "noisy_loss_mean": 0.40525188573181214
+ },
+ {
+ "train_step": 9213,
+ "loss": 0.7608855231796033,
+ "clean_loss": 0.7620876888716661,
+ "noisy_loss_mean": 0.760484801282249
+ },
+ {
+ "train_step": 9214,
+ "loss": 0.5295767528212469,
+ "clean_loss": 0.5458506432969724,
+ "noisy_loss_mean": 0.5241521226626719
+ },
+ {
+ "train_step": 9215,
+ "loss": 0.45490313644446934,
+ "clean_loss": 0.4429802383223533,
+ "noisy_loss_mean": 0.458877435818508
+ },
+ {
+ "train_step": 9216,
+ "loss": 0.41973181044706465,
+ "clean_loss": 0.42473907433180474,
+ "noisy_loss_mean": 0.41806272248548465
+ },
+ {
+ "train_step": 9217,
+ "loss": 0.5059052851361666,
+ "clean_loss": 0.4999851226721425,
+ "noisy_loss_mean": 0.5078786726241747
+ },
+ {
+ "train_step": 9218,
+ "loss": 0.7013421066150787,
+ "clean_loss": 0.7058031977109341,
+ "noisy_loss_mean": 0.6998550762497935
+ },
+ {
+ "train_step": 9219,
+ "loss": 0.7544369122755428,
+ "clean_loss": 0.7654364168597597,
+ "noisy_loss_mean": 0.7507704107474704
+ },
+ {
+ "train_step": 9220,
+ "loss": 0.5944201210385343,
+ "clean_loss": 0.6172905111093042,
+ "noisy_loss_mean": 0.586796657681611
+ },
+ {
+ "train_step": 9221,
+ "loss": 0.6227171484099192,
+ "clean_loss": 0.6163448516545992,
+ "noisy_loss_mean": 0.6248412473283592
+ },
+ {
+ "train_step": 9222,
+ "loss": 0.5549937478239433,
+ "clean_loss": 0.5445746849680675,
+ "noisy_loss_mean": 0.5584667687759017
+ },
+ {
+ "train_step": 9223,
+ "loss": 0.49514006095075835,
+ "clean_loss": 0.5054968798471243,
+ "noisy_loss_mean": 0.491687787985303
+ },
+ {
+ "train_step": 9224,
+ "loss": 0.5387415172076572,
+ "clean_loss": 0.536722289350492,
+ "noisy_loss_mean": 0.5394145931600455
+ },
+ {
+ "train_step": 9225,
+ "loss": 0.6346295499031496,
+ "clean_loss": 0.6361447455952169,
+ "noisy_loss_mean": 0.6341244846724604
+ },
+ {
+ "train_step": 9226,
+ "loss": 0.6234508022930283,
+ "clean_loss": 0.644386106034127,
+ "noisy_loss_mean": 0.6164723677126621
+ },
+ {
+ "train_step": 9227,
+ "loss": 0.682577468124375,
+ "clean_loss": 0.6840247859896316,
+ "noisy_loss_mean": 0.6820950288359562
+ },
+ {
+ "train_step": 9228,
+ "loss": 0.64631155154189,
+ "clean_loss": 0.6373459039411441,
+ "noisy_loss_mean": 0.6493001007421385
+ },
+ {
+ "train_step": 9229,
+ "loss": 0.6379840448773022,
+ "clean_loss": 0.6461376999649734,
+ "noisy_loss_mean": 0.6352661598480784
+ },
+ {
+ "train_step": 9230,
+ "loss": 0.6482951745558285,
+ "clean_loss": 0.6489758974293921,
+ "noisy_loss_mean": 0.6480682669313074
+ },
+ {
+ "train_step": 9231,
+ "loss": 0.4400185201136268,
+ "clean_loss": 0.4385918971204899,
+ "noisy_loss_mean": 0.4404940611113391
+ },
+ {
+ "train_step": 9232,
+ "loss": 0.5375291623205091,
+ "clean_loss": 0.5458221067245991,
+ "noisy_loss_mean": 0.5347648475191458
+ },
+ {
+ "train_step": 9233,
+ "loss": 0.4725652282576124,
+ "clean_loss": 0.483254557440439,
+ "noisy_loss_mean": 0.4690021185300035
+ },
+ {
+ "train_step": 9234,
+ "loss": 0.33156198851484986,
+ "clean_loss": 0.3300812609337152,
+ "noisy_loss_mean": 0.33205556437522804
+ },
+ {
+ "train_step": 9235,
+ "loss": 0.317548303237819,
+ "clean_loss": 0.31868680737107313,
+ "noisy_loss_mean": 0.3171688018600677
+ },
+ {
+ "train_step": 9236,
+ "loss": 0.6915334218797862,
+ "clean_loss": 0.6918280419360825,
+ "noisy_loss_mean": 0.6914352151943541
+ },
+ {
+ "train_step": 9237,
+ "loss": 0.5825590439777328,
+ "clean_loss": 0.6099523473749816,
+ "noisy_loss_mean": 0.5734279428453166
+ },
+ {
+ "train_step": 9238,
+ "loss": 0.6715977422747164,
+ "clean_loss": 0.6738098095149717,
+ "noisy_loss_mean": 0.6708603865279646
+ },
+ {
+ "train_step": 9239,
+ "loss": 0.5814680098953235,
+ "clean_loss": 0.5690133893891255,
+ "noisy_loss_mean": 0.5856195500640562
+ },
+ {
+ "train_step": 9240,
+ "loss": 0.4742920793813431,
+ "clean_loss": 0.4817655772495125,
+ "noisy_loss_mean": 0.4718009134252867
+ },
+ {
+ "train_step": 9241,
+ "loss": 0.5813149402507043,
+ "clean_loss": 0.562404578103139,
+ "noisy_loss_mean": 0.5876183942998927
+ },
+ {
+ "train_step": 9242,
+ "loss": 0.41838331273157636,
+ "clean_loss": 0.4129592327241904,
+ "noisy_loss_mean": 0.4201913394007051
+ },
+ {
+ "train_step": 9243,
+ "loss": 0.7235423758178092,
+ "clean_loss": 0.7317433006201723,
+ "noisy_loss_mean": 0.7208087342170214
+ },
+ {
+ "train_step": 9244,
+ "loss": 0.4839871023182433,
+ "clean_loss": 0.4737569203718476,
+ "noisy_loss_mean": 0.4873971629670419
+ },
+ {
+ "train_step": 9245,
+ "loss": 0.7065071309829504,
+ "clean_loss": 0.6993966624475108,
+ "noisy_loss_mean": 0.7088772871614303
+ },
+ {
+ "train_step": 9246,
+ "loss": 0.4582468397441515,
+ "clean_loss": 0.46565142543487353,
+ "noisy_loss_mean": 0.45577864451391076
+ },
+ {
+ "train_step": 9247,
+ "loss": 0.8105512879190464,
+ "clean_loss": 0.8069177613560071,
+ "noisy_loss_mean": 0.8117624634400595
+ },
+ {
+ "train_step": 9248,
+ "loss": 0.541462378267382,
+ "clean_loss": 0.5501758347485298,
+ "noisy_loss_mean": 0.5385578927736661
+ },
+ {
+ "train_step": 9249,
+ "loss": 0.6169800739244589,
+ "clean_loss": 0.6269153118749138,
+ "noisy_loss_mean": 0.6136683279409738
+ },
+ {
+ "train_step": 9250,
+ "loss": 0.5392540451083634,
+ "clean_loss": 0.5446225027763314,
+ "noisy_loss_mean": 0.5374645592190407
+ },
+ {
+ "train_step": 9251,
+ "loss": 0.5994583801432641,
+ "clean_loss": 0.601017569351272,
+ "noisy_loss_mean": 0.5989386504072615
+ },
+ {
+ "train_step": 9252,
+ "loss": 0.6389834958146844,
+ "clean_loss": 0.6374865494843938,
+ "noisy_loss_mean": 0.6394824779247813
+ },
+ {
+ "train_step": 9253,
+ "loss": 0.5441115529403373,
+ "clean_loss": 0.5441125379545131,
+ "noisy_loss_mean": 0.5441112246022787
+ },
+ {
+ "train_step": 9254,
+ "loss": 0.5285577449070331,
+ "clean_loss": 0.5248724720192426,
+ "noisy_loss_mean": 0.5297861692029634
+ },
+ {
+ "train_step": 9255,
+ "loss": 0.4779772990993462,
+ "clean_loss": 0.4808527173345527,
+ "noisy_loss_mean": 0.47701882635427745
+ },
+ {
+ "train_step": 9256,
+ "loss": 0.5886130496300853,
+ "clean_loss": 0.5937563962639311,
+ "noisy_loss_mean": 0.5868986007521367
+ },
+ {
+ "train_step": 9257,
+ "loss": 0.670664454533685,
+ "clean_loss": 0.6802685523812626,
+ "noisy_loss_mean": 0.6674630885844923
+ },
+ {
+ "train_step": 9258,
+ "loss": 0.5446511375834346,
+ "clean_loss": 0.5335605178907472,
+ "noisy_loss_mean": 0.5483480108143303
+ },
+ {
+ "train_step": 9259,
+ "loss": 0.5073375961861204,
+ "clean_loss": 0.5086074564424604,
+ "noisy_loss_mean": 0.506914309434007
+ },
+ {
+ "train_step": 9260,
+ "loss": 0.5095085696517625,
+ "clean_loss": 0.4972395009099874,
+ "noisy_loss_mean": 0.5135982592323542
+ },
+ {
+ "train_step": 9261,
+ "loss": 0.699019924372924,
+ "clean_loss": 0.7040808559227151,
+ "noisy_loss_mean": 0.6973329471896603
+ },
+ {
+ "train_step": 9262,
+ "loss": 0.502620597491551,
+ "clean_loss": 0.49273429296502796,
+ "noisy_loss_mean": 0.5059160323337252
+ },
+ {
+ "train_step": 9263,
+ "loss": 0.41717775579647387,
+ "clean_loss": 0.4184479827561464,
+ "noisy_loss_mean": 0.41675434680991635
+ },
+ {
+ "train_step": 9264,
+ "loss": 0.6105093585602263,
+ "clean_loss": 0.6231014234821949,
+ "noisy_loss_mean": 0.6063120035862367
+ },
+ {
+ "train_step": 9265,
+ "loss": 0.5143012730487846,
+ "clean_loss": 0.517767666880997,
+ "noisy_loss_mean": 0.513145808438047
+ },
+ {
+ "train_step": 9266,
+ "loss": 0.871607158801894,
+ "clean_loss": 0.8661056897419758,
+ "noisy_loss_mean": 0.8734409818218668
+ },
+ {
+ "train_step": 9267,
+ "loss": 0.5633630451714357,
+ "clean_loss": 0.5643205102096637,
+ "noisy_loss_mean": 0.5630438901586929
+ },
+ {
+ "train_step": 9268,
+ "loss": 0.6652900115588327,
+ "clean_loss": 0.6707856169709472,
+ "noisy_loss_mean": 0.6634581430881279
+ },
+ {
+ "train_step": 9269,
+ "loss": 0.6041466346214838,
+ "clean_loss": 0.5910563295378889,
+ "noisy_loss_mean": 0.6085100696493487
+ },
+ {
+ "train_step": 9270,
+ "loss": 0.6083683159471507,
+ "clean_loss": 0.6113612214335729,
+ "noisy_loss_mean": 0.60737068078501
+ },
+ {
+ "train_step": 9271,
+ "loss": 0.6496943550203389,
+ "clean_loss": 0.6441927162832588,
+ "noisy_loss_mean": 0.6515282345993655
+ },
+ {
+ "train_step": 9272,
+ "loss": 0.6475427293510987,
+ "clean_loss": 0.6332601035451101,
+ "noisy_loss_mean": 0.6523036046197616
+ },
+ {
+ "train_step": 9273,
+ "loss": 0.6500541476804278,
+ "clean_loss": 0.6647505313703563,
+ "noisy_loss_mean": 0.6451553531171182
+ },
+ {
+ "train_step": 9274,
+ "loss": 0.48579709395347326,
+ "clean_loss": 0.4876417422089141,
+ "noisy_loss_mean": 0.4851822112016597
+ },
+ {
+ "train_step": 9275,
+ "loss": 0.6143136818275095,
+ "clean_loss": 0.6107937231346179,
+ "noisy_loss_mean": 0.6154870013918066
+ },
+ {
+ "train_step": 9276,
+ "loss": 0.4775219786718422,
+ "clean_loss": 0.4793357489423994,
+ "noisy_loss_mean": 0.4769173885816565
+ },
+ {
+ "train_step": 9277,
+ "loss": 0.4095226307631223,
+ "clean_loss": 0.4204792469057136,
+ "noisy_loss_mean": 0.4058704253822585
+ },
+ {
+ "train_step": 9278,
+ "loss": 0.41880039008902054,
+ "clean_loss": 0.40993876082048586,
+ "noisy_loss_mean": 0.4217542665118654
+ },
+ {
+ "train_step": 9279,
+ "loss": 0.5240843370157391,
+ "clean_loss": 0.5220402910281856,
+ "noisy_loss_mean": 0.5247656856782571
+ },
+ {
+ "train_step": 9280,
+ "loss": 0.6351199543740893,
+ "clean_loss": 0.6205762505426805,
+ "noisy_loss_mean": 0.6399678556512256
+ },
+ {
+ "train_step": 9281,
+ "loss": 0.7035853885002782,
+ "clean_loss": 0.6993242307607137,
+ "noisy_loss_mean": 0.7050057744134662
+ },
+ {
+ "train_step": 9282,
+ "loss": 0.6105610733774277,
+ "clean_loss": 0.6227829585564524,
+ "noisy_loss_mean": 0.6064871116510862
+ },
+ {
+ "train_step": 9283,
+ "loss": 0.5661108282271541,
+ "clean_loss": 0.5678483770684508,
+ "noisy_loss_mean": 0.5655316452800553
+ },
+ {
+ "train_step": 9284,
+ "loss": 0.6444178983112502,
+ "clean_loss": 0.6445413909678832,
+ "noisy_loss_mean": 0.6443767340923725
+ },
+ {
+ "train_step": 9285,
+ "loss": 0.6310597455831328,
+ "clean_loss": 0.6104477146410534,
+ "noisy_loss_mean": 0.6379304225638259
+ },
+ {
+ "train_step": 9286,
+ "loss": 0.5949928942369545,
+ "clean_loss": 0.5988713380450141,
+ "noisy_loss_mean": 0.593700079634268
+ },
+ {
+ "train_step": 9287,
+ "loss": 0.4488458194618838,
+ "clean_loss": 0.44825250687663354,
+ "noisy_loss_mean": 0.4490435903236339
+ },
+ {
+ "train_step": 9288,
+ "loss": 0.7630706011845185,
+ "clean_loss": 0.7654298335519708,
+ "noisy_loss_mean": 0.7622841903953678
+ },
+ {
+ "train_step": 9289,
+ "loss": 0.5235525246499197,
+ "clean_loss": 0.5285643618858125,
+ "noisy_loss_mean": 0.5218819122379555
+ },
+ {
+ "train_step": 9290,
+ "loss": 0.43329198699394644,
+ "clean_loss": 0.45415033904344365,
+ "noisy_loss_mean": 0.4263392029774474
+ },
+ {
+ "train_step": 9291,
+ "loss": 0.5800793703538267,
+ "clean_loss": 0.5840038021408069,
+ "noisy_loss_mean": 0.5787712264248333
+ },
+ {
+ "train_step": 9292,
+ "loss": 0.6230796061224823,
+ "clean_loss": 0.6179799405444033,
+ "noisy_loss_mean": 0.6247794946485086
+ },
+ {
+ "train_step": 9293,
+ "loss": 0.47124117972626745,
+ "clean_loss": 0.47153326925680117,
+ "noisy_loss_mean": 0.4711438165494229
+ },
+ {
+ "train_step": 9294,
+ "loss": 0.3753890551402187,
+ "clean_loss": 0.37974660654020626,
+ "noisy_loss_mean": 0.37393653800688953
+ },
+ {
+ "train_step": 9295,
+ "loss": 0.7538700899585806,
+ "clean_loss": 0.7431051926747633,
+ "noisy_loss_mean": 0.7574583890531863
+ },
+ {
+ "train_step": 9296,
+ "loss": 0.41988121906705245,
+ "clean_loss": 0.42183234018191873,
+ "noisy_loss_mean": 0.419230845362097
+ },
+ {
+ "train_step": 9297,
+ "loss": 0.5869247005641042,
+ "clean_loss": 0.5681025429484726,
+ "noisy_loss_mean": 0.5931987531026479
+ },
+ {
+ "train_step": 9298,
+ "loss": 0.5193994822952225,
+ "clean_loss": 0.5322332853017432,
+ "noisy_loss_mean": 0.5151215479597157
+ },
+ {
+ "train_step": 9299,
+ "loss": 0.6973308198753241,
+ "clean_loss": 0.7063139848729749,
+ "noisy_loss_mean": 0.6943364315427738
+ },
+ {
+ "train_step": 9300,
+ "loss": 0.5946244543607804,
+ "clean_loss": 0.5731212347966409,
+ "noisy_loss_mean": 0.6017921942154936
+ },
+ {
+ "train_step": 9301,
+ "loss": 0.5444722404041444,
+ "clean_loss": 0.5380369524334264,
+ "noisy_loss_mean": 0.5466173363943837
+ },
+ {
+ "train_step": 9302,
+ "loss": 0.7961239855942503,
+ "clean_loss": 0.803980546772259,
+ "noisy_loss_mean": 0.7935051318682474
+ },
+ {
+ "train_step": 9303,
+ "loss": 0.4445489430589889,
+ "clean_loss": 0.4501108564153373,
+ "noisy_loss_mean": 0.4426949719402061
+ },
+ {
+ "train_step": 9304,
+ "loss": 0.6084874328181151,
+ "clean_loss": 0.6224957632207939,
+ "noisy_loss_mean": 0.6038179893505555
+ },
+ {
+ "train_step": 9305,
+ "loss": 0.5741818072314219,
+ "clean_loss": 0.5812215441429265,
+ "noisy_loss_mean": 0.5718352282609203
+ },
+ {
+ "train_step": 9306,
+ "loss": 0.535445012125199,
+ "clean_loss": 0.5460632712487031,
+ "noisy_loss_mean": 0.5319055924173643
+ },
+ {
+ "train_step": 9307,
+ "loss": 0.6614305382849672,
+ "clean_loss": 0.6746423022166268,
+ "noisy_loss_mean": 0.657026616974414
+ },
+ {
+ "train_step": 9308,
+ "loss": 0.5988335208449627,
+ "clean_loss": 0.6029064573773487,
+ "noisy_loss_mean": 0.5974758753341672
+ },
+ {
+ "train_step": 9309,
+ "loss": 0.6652946140035313,
+ "clean_loss": 0.6580905233406623,
+ "noisy_loss_mean": 0.667695977557821
+ },
+ {
+ "train_step": 9310,
+ "loss": 0.40262010528926595,
+ "clean_loss": 0.3979468444348488,
+ "noisy_loss_mean": 0.404177858907405
+ },
+ {
+ "train_step": 9311,
+ "loss": 0.4187809056517553,
+ "clean_loss": 0.4157901041986458,
+ "noisy_loss_mean": 0.41977783946945846
+ },
+ {
+ "train_step": 9312,
+ "loss": 0.40984185520502886,
+ "clean_loss": 0.4034417483749001,
+ "noisy_loss_mean": 0.4119752241484051
+ },
+ {
+ "train_step": 9313,
+ "loss": 0.6784222668190178,
+ "clean_loss": 0.679388053145665,
+ "noisy_loss_mean": 0.6781003380434688
+ },
+ {
+ "train_step": 9314,
+ "loss": 0.6461707089026041,
+ "clean_loss": 0.6499693822391919,
+ "noisy_loss_mean": 0.6449044844570747
+ },
+ {
+ "train_step": 9315,
+ "loss": 0.5451030105142725,
+ "clean_loss": 0.5425331356279499,
+ "noisy_loss_mean": 0.5459596354763802
+ },
+ {
+ "train_step": 9316,
+ "loss": 0.7623304181578312,
+ "clean_loss": 0.7482032962622917,
+ "noisy_loss_mean": 0.7670394587896777
+ },
+ {
+ "train_step": 9317,
+ "loss": 0.4738925889662443,
+ "clean_loss": 0.471279382130384,
+ "noisy_loss_mean": 0.47476365791153113
+ },
+ {
+ "train_step": 9318,
+ "loss": 0.8547236900545312,
+ "clean_loss": 0.8321390018859424,
+ "noisy_loss_mean": 0.8622519194440607
+ },
+ {
+ "train_step": 9319,
+ "loss": 0.7484101418487717,
+ "clean_loss": 0.7356116157177023,
+ "noisy_loss_mean": 0.7526763172257948
+ },
+ {
+ "train_step": 9320,
+ "loss": 0.6560268201611485,
+ "clean_loss": 0.6550439904834834,
+ "noisy_loss_mean": 0.6563544300537035
+ },
+ {
+ "train_step": 9321,
+ "loss": 0.674935432394379,
+ "clean_loss": 0.660622058612126,
+ "noisy_loss_mean": 0.6797065569884634
+ },
+ {
+ "train_step": 9322,
+ "loss": 0.7958927369168842,
+ "clean_loss": 0.789587256903633,
+ "noisy_loss_mean": 0.7979945635879679
+ },
+ {
+ "train_step": 9323,
+ "loss": 0.6008878800775328,
+ "clean_loss": 0.6024573695859429,
+ "noisy_loss_mean": 0.6003647169080627
+ },
+ {
+ "train_step": 9324,
+ "loss": 0.5042820327454548,
+ "clean_loss": 0.4995808973844537,
+ "noisy_loss_mean": 0.5058490778657886
+ },
+ {
+ "train_step": 9325,
+ "loss": 0.7288796950282721,
+ "clean_loss": 0.7523638012720991,
+ "noisy_loss_mean": 0.721051659613663
+ },
+ {
+ "train_step": 9326,
+ "loss": 0.42979710317573094,
+ "clean_loss": 0.42571160648393525,
+ "noisy_loss_mean": 0.43115893540632944
+ },
+ {
+ "train_step": 9327,
+ "loss": 0.771446825443167,
+ "clean_loss": 0.7748322800855615,
+ "noisy_loss_mean": 0.7703183405623687
+ },
+ {
+ "train_step": 9328,
+ "loss": 0.47264490018085303,
+ "clean_loss": 0.47304597897163814,
+ "noisy_loss_mean": 0.4725112072505914
+ },
+ {
+ "train_step": 9329,
+ "loss": 0.532741543340115,
+ "clean_loss": 0.5366842142915411,
+ "noisy_loss_mean": 0.5314273196896396
+ },
+ {
+ "train_step": 9330,
+ "loss": 0.34584439893702024,
+ "clean_loss": 0.34260568716836276,
+ "noisy_loss_mean": 0.3469239695265727
+ },
+ {
+ "train_step": 9331,
+ "loss": 0.6700500807691359,
+ "clean_loss": 0.6744101051608454,
+ "noisy_loss_mean": 0.6685967393052326
+ },
+ {
+ "train_step": 9332,
+ "loss": 0.7386375923324744,
+ "clean_loss": 0.7476785643782241,
+ "noisy_loss_mean": 0.7356239349838911
+ },
+ {
+ "train_step": 9333,
+ "loss": 0.4993769740314083,
+ "clean_loss": 0.4900658368421307,
+ "noisy_loss_mean": 0.5024806864278341
+ },
+ {
+ "train_step": 9334,
+ "loss": 0.8214651814581776,
+ "clean_loss": 0.8433875628697225,
+ "noisy_loss_mean": 0.8141577209876626
+ },
+ {
+ "train_step": 9335,
+ "loss": 0.6423942972162588,
+ "clean_loss": 0.6466767498466813,
+ "noisy_loss_mean": 0.640966813006118
+ },
+ {
+ "train_step": 9336,
+ "loss": 0.5266851028972277,
+ "clean_loss": 0.5225569231282855,
+ "noisy_loss_mean": 0.5280611628202084
+ },
+ {
+ "train_step": 9337,
+ "loss": 0.5654203534980982,
+ "clean_loss": 0.548261581519768,
+ "noisy_loss_mean": 0.5711399441575415
+ },
+ {
+ "train_step": 9338,
+ "loss": 0.5677763493088457,
+ "clean_loss": 0.5624419150476786,
+ "noisy_loss_mean": 0.5695544940625681
+ },
+ {
+ "train_step": 9339,
+ "loss": 0.5609373865556373,
+ "clean_loss": 0.5622664769486941,
+ "noisy_loss_mean": 0.5604943564246184
+ },
+ {
+ "train_step": 9340,
+ "loss": 0.5431554901496378,
+ "clean_loss": 0.5275467201654149,
+ "noisy_loss_mean": 0.5483584134777121
+ },
+ {
+ "train_step": 9341,
+ "loss": 0.4767966565318133,
+ "clean_loss": 0.4738238902535104,
+ "noisy_loss_mean": 0.47778757862458093
+ },
+ {
+ "train_step": 9342,
+ "loss": 0.4888847945153648,
+ "clean_loss": 0.4914886004054005,
+ "noisy_loss_mean": 0.48801685921868626
+ },
+ {
+ "train_step": 9343,
+ "loss": 0.48708146152817433,
+ "clean_loss": 0.4790503012771319,
+ "noisy_loss_mean": 0.4897585149451884
+ },
+ {
+ "train_step": 9344,
+ "loss": 0.6086044789608798,
+ "clean_loss": 0.627129825026702,
+ "noisy_loss_mean": 0.6024293636056056
+ },
+ {
+ "train_step": 9345,
+ "loss": 0.5537611237488325,
+ "clean_loss": 0.5669969567448807,
+ "noisy_loss_mean": 0.5493491794168164
+ },
+ {
+ "train_step": 9346,
+ "loss": 0.4418208364529188,
+ "clean_loss": 0.44710432254515964,
+ "noisy_loss_mean": 0.44005967442217186
+ },
+ {
+ "train_step": 9347,
+ "loss": 0.7062227976921591,
+ "clean_loss": 0.7042850002851706,
+ "noisy_loss_mean": 0.7068687301611553
+ },
+ {
+ "train_step": 9348,
+ "loss": 0.6323330166580761,
+ "clean_loss": 0.6216317268611795,
+ "noisy_loss_mean": 0.6359001132570415
+ },
+ {
+ "train_step": 9349,
+ "loss": 0.48645075880563393,
+ "clean_loss": 0.48174332174483653,
+ "noisy_loss_mean": 0.48801990449256644
+ },
+ {
+ "train_step": 9350,
+ "loss": 0.5128065149300531,
+ "clean_loss": 0.5156421192848324,
+ "noisy_loss_mean": 0.5118613134784601
+ },
+ {
+ "train_step": 9351,
+ "loss": 0.469196037051056,
+ "clean_loss": 0.46295111323674926,
+ "noisy_loss_mean": 0.4712776783224915
+ },
+ {
+ "train_step": 9352,
+ "loss": 0.6847201881216458,
+ "clean_loss": 0.6660567353270826,
+ "noisy_loss_mean": 0.6909413390531668
+ },
+ {
+ "train_step": 9353,
+ "loss": 0.4949920043168952,
+ "clean_loss": 0.4610851010522106,
+ "noisy_loss_mean": 0.5062943054051234
+ },
+ {
+ "train_step": 9354,
+ "loss": 0.5788101736533692,
+ "clean_loss": 0.5898608440611743,
+ "noisy_loss_mean": 0.5751266168507675
+ },
+ {
+ "train_step": 9355,
+ "loss": 0.583024630400502,
+ "clean_loss": 0.5932930775232681,
+ "noisy_loss_mean": 0.5796018146929133
+ },
+ {
+ "train_step": 9356,
+ "loss": 0.5641786321855233,
+ "clean_loss": 0.5594002244825728,
+ "noisy_loss_mean": 0.5657714347531734
+ },
+ {
+ "train_step": 9357,
+ "loss": 0.546591093653215,
+ "clean_loss": 0.5435030675014176,
+ "noisy_loss_mean": 0.547620435703814
+ },
+ {
+ "train_step": 9358,
+ "loss": 0.6163117493959944,
+ "clean_loss": 0.6151772902352234,
+ "noisy_loss_mean": 0.6166899024495848
+ },
+ {
+ "train_step": 9359,
+ "loss": 0.8434041686648469,
+ "clean_loss": 0.8418934521126465,
+ "noisy_loss_mean": 0.8439077408489136
+ },
+ {
+ "train_step": 9360,
+ "loss": 0.6962841324993674,
+ "clean_loss": 0.6939446423029798,
+ "noisy_loss_mean": 0.6970639625648299
+ },
+ {
+ "train_step": 9361,
+ "loss": 0.6317351035520954,
+ "clean_loss": 0.6258668867931445,
+ "noisy_loss_mean": 0.633691175805079
+ },
+ {
+ "train_step": 9362,
+ "loss": 0.5436378394898513,
+ "clean_loss": 0.5417604145973638,
+ "noisy_loss_mean": 0.5442636477873471
+ },
+ {
+ "train_step": 9363,
+ "loss": 0.6665071784803781,
+ "clean_loss": 0.6686407484830422,
+ "noisy_loss_mean": 0.6657959884794901
+ },
+ {
+ "train_step": 9364,
+ "loss": 0.4674804928426427,
+ "clean_loss": 0.46636942026176903,
+ "noisy_loss_mean": 0.4678508503696006
+ },
+ {
+ "train_step": 9365,
+ "loss": 0.41354088602289085,
+ "clean_loss": 0.41504251899097067,
+ "noisy_loss_mean": 0.41304034170019754
+ },
+ {
+ "train_step": 9366,
+ "loss": 0.674879872564129,
+ "clean_loss": 0.6745665690130724,
+ "noisy_loss_mean": 0.6749843070811478
+ },
+ {
+ "train_step": 9367,
+ "loss": 0.6798836884345267,
+ "clean_loss": 0.6844049483432166,
+ "noisy_loss_mean": 0.6783766017982967
+ },
+ {
+ "train_step": 9368,
+ "loss": 0.428939511581346,
+ "clean_loss": 0.42944568223225454,
+ "noisy_loss_mean": 0.4287707880310432
+ },
+ {
+ "train_step": 9369,
+ "loss": 0.4779290663872965,
+ "clean_loss": 0.4686125141550054,
+ "noisy_loss_mean": 0.48103458379806024
+ },
+ {
+ "train_step": 9370,
+ "loss": 0.5683021953201339,
+ "clean_loss": 0.5777637376434299,
+ "noisy_loss_mean": 0.5651483478790352
+ },
+ {
+ "train_step": 9371,
+ "loss": 0.5917825352645592,
+ "clean_loss": 0.5697033060011082,
+ "noisy_loss_mean": 0.5991422783523762
+ },
+ {
+ "train_step": 9372,
+ "loss": 0.5928711659397139,
+ "clean_loss": 0.5939678904435605,
+ "noisy_loss_mean": 0.5925055911050985
+ },
+ {
+ "train_step": 9373,
+ "loss": 0.4480805542886135,
+ "clean_loss": 0.44684973560496,
+ "noisy_loss_mean": 0.4484908271831647
+ },
+ {
+ "train_step": 9374,
+ "loss": 0.3599619109330801,
+ "clean_loss": 0.3591366873715233,
+ "noisy_loss_mean": 0.3602369854535991
+ },
+ {
+ "train_step": 9375,
+ "loss": 0.5212542650484808,
+ "clean_loss": 0.5190550715333535,
+ "noisy_loss_mean": 0.5219873295535233
+ },
+ {
+ "train_step": 9376,
+ "loss": 0.43210453662384235,
+ "clean_loss": 0.4442692556353297,
+ "noisy_loss_mean": 0.4280496302866799
+ },
+ {
+ "train_step": 9377,
+ "loss": 0.46095778654727815,
+ "clean_loss": 0.46276590076549823,
+ "noisy_loss_mean": 0.46035508180787144
+ },
+ {
+ "train_step": 9378,
+ "loss": 0.7284072444060379,
+ "clean_loss": 0.7355844112743197,
+ "noisy_loss_mean": 0.7260148554499439
+ },
+ {
+ "train_step": 9379,
+ "loss": 0.5440598231653369,
+ "clean_loss": 0.5496221111514935,
+ "noisy_loss_mean": 0.5422057271699513
+ },
+ {
+ "train_step": 9380,
+ "loss": 0.5974730363458463,
+ "clean_loss": 0.5936697092823398,
+ "noisy_loss_mean": 0.5987408120336819
+ },
+ {
+ "train_step": 9381,
+ "loss": 0.5465987485970565,
+ "clean_loss": 0.5441823094200063,
+ "noisy_loss_mean": 0.5474042283227398
+ },
+ {
+ "train_step": 9382,
+ "loss": 0.6212943620708082,
+ "clean_loss": 0.6233832848520711,
+ "noisy_loss_mean": 0.6205980544770541
+ },
+ {
+ "train_step": 9383,
+ "loss": 0.3719434706404569,
+ "clean_loss": 0.36976117686351717,
+ "noisy_loss_mean": 0.3726709018994368
+ },
+ {
+ "train_step": 9384,
+ "loss": 0.5960350895466111,
+ "clean_loss": 0.5994450531936918,
+ "noisy_loss_mean": 0.5948984349975842
+ },
+ {
+ "train_step": 9385,
+ "loss": 0.42612133548983777,
+ "clean_loss": 0.42496308331748966,
+ "noisy_loss_mean": 0.42650741954728716
+ },
+ {
+ "train_step": 9386,
+ "loss": 0.5397460550151778,
+ "clean_loss": 0.5144111481774873,
+ "noisy_loss_mean": 0.5481910239610746
+ },
+ {
+ "train_step": 9387,
+ "loss": 0.6660433535278939,
+ "clean_loss": 0.685923957142857,
+ "noisy_loss_mean": 0.6594164856562394
+ },
+ {
+ "train_step": 9388,
+ "loss": 0.5406311579145989,
+ "clean_loss": 0.5259901702976091,
+ "noisy_loss_mean": 0.5455114871202622
+ },
+ {
+ "train_step": 9389,
+ "loss": 0.636301775846222,
+ "clean_loss": 0.6318509714055396,
+ "noisy_loss_mean": 0.6377853773264496
+ },
+ {
+ "train_step": 9390,
+ "loss": 0.4266323804576014,
+ "clean_loss": 0.4209256600659165,
+ "noisy_loss_mean": 0.42853462058816305
+ },
+ {
+ "train_step": 9391,
+ "loss": 0.7673052548140479,
+ "clean_loss": 0.7688232019305341,
+ "noisy_loss_mean": 0.7667992724418857
+ },
+ {
+ "train_step": 9392,
+ "loss": 0.44910702279148135,
+ "clean_loss": 0.4473307440946976,
+ "noisy_loss_mean": 0.44969911569040927
+ },
+ {
+ "train_step": 9393,
+ "loss": 1.0154965868446093,
+ "clean_loss": 1.0125251457768025,
+ "noisy_loss_mean": 1.016487067200545
+ },
+ {
+ "train_step": 9394,
+ "loss": 0.5738030761027892,
+ "clean_loss": 0.5765530891356487,
+ "noisy_loss_mean": 0.572886405091836
+ },
+ {
+ "train_step": 9395,
+ "loss": 0.6319844023503487,
+ "clean_loss": 0.6364189267340101,
+ "noisy_loss_mean": 0.6305062275557948
+ },
+ {
+ "train_step": 9396,
+ "loss": 0.7412323028050615,
+ "clean_loss": 0.7469240644184826,
+ "noisy_loss_mean": 0.7393350489339211
+ },
+ {
+ "train_step": 9397,
+ "loss": 0.6043683602241665,
+ "clean_loss": 0.6056713031677671,
+ "noisy_loss_mean": 0.603934045909633
+ },
+ {
+ "train_step": 9398,
+ "loss": 0.7063574675874683,
+ "clean_loss": 0.6907370138905065,
+ "noisy_loss_mean": 0.7115642854864556
+ },
+ {
+ "train_step": 9399,
+ "loss": 0.51055346633374,
+ "clean_loss": 0.5034161300897301,
+ "noisy_loss_mean": 0.5129325784150766
+ },
+ {
+ "train_step": 9400,
+ "loss": 0.64253702033913,
+ "clean_loss": 0.6467518420682777,
+ "noisy_loss_mean": 0.6411320797627473
+ },
+ {
+ "train_step": 9401,
+ "loss": 0.7208218885089863,
+ "clean_loss": 0.7242390669908549,
+ "noisy_loss_mean": 0.71968282901503
+ },
+ {
+ "train_step": 9402,
+ "loss": 0.5829374698093055,
+ "clean_loss": 0.5816424012823831,
+ "noisy_loss_mean": 0.5833691593182797
+ },
+ {
+ "train_step": 9403,
+ "loss": 0.5998631769332765,
+ "clean_loss": 0.5994619717920251,
+ "noisy_loss_mean": 0.5999969119803602
+ },
+ {
+ "train_step": 9404,
+ "loss": 0.5594301470562324,
+ "clean_loss": 0.6149547443620502,
+ "noisy_loss_mean": 0.5409219479542932
+ },
+ {
+ "train_step": 9405,
+ "loss": 0.4439498585244153,
+ "clean_loss": 0.45608543641292065,
+ "noisy_loss_mean": 0.4399046658949135
+ },
+ {
+ "train_step": 9406,
+ "loss": 0.460660737717754,
+ "clean_loss": 0.4402146370632789,
+ "noisy_loss_mean": 0.46747610460257905
+ },
+ {
+ "train_step": 9407,
+ "loss": 0.6676094285861355,
+ "clean_loss": 0.6680849494407479,
+ "noisy_loss_mean": 0.667450921634598
+ },
+ {
+ "train_step": 9408,
+ "loss": 0.4812038182587966,
+ "clean_loss": 0.4777939371222748,
+ "noisy_loss_mean": 0.48234044530430387
+ },
+ {
+ "train_step": 9409,
+ "loss": 0.4979266859140827,
+ "clean_loss": 0.47843095194995067,
+ "noisy_loss_mean": 0.5044252639021267
+ },
+ {
+ "train_step": 9410,
+ "loss": 0.39985709727306773,
+ "clean_loss": 0.41359495161680293,
+ "noisy_loss_mean": 0.3952778124918226
+ },
+ {
+ "train_step": 9411,
+ "loss": 0.698941397922529,
+ "clean_loss": 0.6986427939200572,
+ "noisy_loss_mean": 0.6990409325900195
+ },
+ {
+ "train_step": 9412,
+ "loss": 0.6490918895771353,
+ "clean_loss": 0.644500833334807,
+ "noisy_loss_mean": 0.6506222416579114
+ },
+ {
+ "train_step": 9413,
+ "loss": 0.46300443391515184,
+ "clean_loss": 0.46362643969759193,
+ "noisy_loss_mean": 0.46279709865433843
+ },
+ {
+ "train_step": 9414,
+ "loss": 0.5810799120243393,
+ "clean_loss": 0.5803381901683594,
+ "noisy_loss_mean": 0.5813271526429992
+ },
+ {
+ "train_step": 9415,
+ "loss": 0.5668527605813228,
+ "clean_loss": 0.5704198430645159,
+ "noisy_loss_mean": 0.5656637330869251
+ },
+ {
+ "train_step": 9416,
+ "loss": 0.5107109134550643,
+ "clean_loss": 0.518764475184048,
+ "noisy_loss_mean": 0.5080263928787363
+ },
+ {
+ "train_step": 9417,
+ "loss": 0.4757522390849552,
+ "clean_loss": 0.47513948560004393,
+ "noisy_loss_mean": 0.47595649024659226
+ },
+ {
+ "train_step": 9418,
+ "loss": 0.5494851659529251,
+ "clean_loss": 0.5519737358122796,
+ "noisy_loss_mean": 0.5486556426664736
+ },
+ {
+ "train_step": 9419,
+ "loss": 0.7094754958076538,
+ "clean_loss": 0.7119698446582374,
+ "noisy_loss_mean": 0.7086440461907926
+ },
+ {
+ "train_step": 9420,
+ "loss": 0.5695593205476348,
+ "clean_loss": 0.5784927761908294,
+ "noisy_loss_mean": 0.5665815019999032
+ },
+ {
+ "train_step": 9421,
+ "loss": 0.6551407798986107,
+ "clean_loss": 0.6645870643240097,
+ "noisy_loss_mean": 0.6519920184234778
+ },
+ {
+ "train_step": 9422,
+ "loss": 0.5408345216658307,
+ "clean_loss": 0.5443741164441145,
+ "noisy_loss_mean": 0.5396546567397361
+ },
+ {
+ "train_step": 9423,
+ "loss": 0.5509206532320965,
+ "clean_loss": 0.5463189288815673,
+ "noisy_loss_mean": 0.5524545613489394
+ },
+ {
+ "train_step": 9424,
+ "loss": 0.4094410752427519,
+ "clean_loss": 0.4164975720098295,
+ "noisy_loss_mean": 0.407088909653726
+ },
+ {
+ "train_step": 9425,
+ "loss": 0.5510045353709663,
+ "clean_loss": 0.5516153825823805,
+ "noisy_loss_mean": 0.5508009196338283
+ },
+ {
+ "train_step": 9426,
+ "loss": 0.48522433826495415,
+ "clean_loss": 0.48557885763533104,
+ "noisy_loss_mean": 0.4851061651414952
+ },
+ {
+ "train_step": 9427,
+ "loss": 0.4921151167631241,
+ "clean_loss": 0.48347088598394594,
+ "noisy_loss_mean": 0.4949965270228502
+ },
+ {
+ "train_step": 9428,
+ "loss": 0.5665892980504046,
+ "clean_loss": 0.5574899849137002,
+ "noisy_loss_mean": 0.5696224024293062
+ },
+ {
+ "train_step": 9429,
+ "loss": 0.5007791802430064,
+ "clean_loss": 0.492341473831327,
+ "noisy_loss_mean": 0.5035917490468996
+ },
+ {
+ "train_step": 9430,
+ "loss": 0.7153049235840592,
+ "clean_loss": 0.7188633130835613,
+ "noisy_loss_mean": 0.7141187937508917
+ },
+ {
+ "train_step": 9431,
+ "loss": 0.5713242649146446,
+ "clean_loss": 0.5735353566543923,
+ "noisy_loss_mean": 0.5705872343347287
+ },
+ {
+ "train_step": 9432,
+ "loss": 0.4650610869177494,
+ "clean_loss": 0.45961304618949783,
+ "noisy_loss_mean": 0.4668771004938333
+ },
+ {
+ "train_step": 9433,
+ "loss": 0.5554528773767653,
+ "clean_loss": 0.559399954842956,
+ "noisy_loss_mean": 0.5541371848880351
+ },
+ {
+ "train_step": 9434,
+ "loss": 0.4645677438572101,
+ "clean_loss": 0.47436384954181654,
+ "noisy_loss_mean": 0.4613023752956746
+ },
+ {
+ "train_step": 9435,
+ "loss": 0.5192282450969627,
+ "clean_loss": 0.514189448246748,
+ "noisy_loss_mean": 0.5209078440470343
+ },
+ {
+ "train_step": 9436,
+ "loss": 0.46458823000565064,
+ "clean_loss": 0.474486282186293,
+ "noisy_loss_mean": 0.46128887927876977
+ },
+ {
+ "train_step": 9437,
+ "loss": 0.38607091340831545,
+ "clean_loss": 0.3770057233581175,
+ "noisy_loss_mean": 0.3890926434250481
+ },
+ {
+ "train_step": 9438,
+ "loss": 0.41299333142903427,
+ "clean_loss": 0.4191909131852503,
+ "noisy_loss_mean": 0.41092747084362896
+ },
+ {
+ "train_step": 9439,
+ "loss": 0.5642260161077701,
+ "clean_loss": 0.5821067362184887,
+ "noisy_loss_mean": 0.5582657760708639
+ },
+ {
+ "train_step": 9440,
+ "loss": 0.3782181615296375,
+ "clean_loss": 0.3701113382844171,
+ "noisy_loss_mean": 0.380920435944711
+ },
+ {
+ "train_step": 9441,
+ "loss": 0.5844632634808655,
+ "clean_loss": 0.5939063266027478,
+ "noisy_loss_mean": 0.5813155757735715
+ },
+ {
+ "train_step": 9442,
+ "loss": 0.4054622982731652,
+ "clean_loss": 0.3993291017442979,
+ "noisy_loss_mean": 0.407506697116121
+ },
+ {
+ "train_step": 9443,
+ "loss": 0.6373934152753724,
+ "clean_loss": 0.633811597173742,
+ "noisy_loss_mean": 0.6385873546425825
+ },
+ {
+ "train_step": 9444,
+ "loss": 0.5105335965883186,
+ "clean_loss": 0.5060092011380579,
+ "noisy_loss_mean": 0.5120417284050723
+ },
+ {
+ "train_step": 9445,
+ "loss": 0.3607372958298449,
+ "clean_loss": 0.36682386244902854,
+ "noisy_loss_mean": 0.358708440290117
+ },
+ {
+ "train_step": 9446,
+ "loss": 0.46286623870524657,
+ "clean_loss": 0.45753923996837553,
+ "noisy_loss_mean": 0.4646419049508703
+ },
+ {
+ "train_step": 9447,
+ "loss": 0.5591566525902909,
+ "clean_loss": 0.5602046083113769,
+ "noisy_loss_mean": 0.5588073340165957
+ },
+ {
+ "train_step": 9448,
+ "loss": 0.5109052260478422,
+ "clean_loss": 0.5184531195794961,
+ "noisy_loss_mean": 0.5083892615372908
+ },
+ {
+ "train_step": 9449,
+ "loss": 0.5100976780167934,
+ "clean_loss": 0.5223832573889768,
+ "noisy_loss_mean": 0.5060024848927324
+ },
+ {
+ "train_step": 9450,
+ "loss": 0.3708768977122814,
+ "clean_loss": 0.3677257846055549,
+ "noisy_loss_mean": 0.371927268747857
+ },
+ {
+ "train_step": 9451,
+ "loss": 0.4877020961207863,
+ "clean_loss": 0.5763105129759144,
+ "noisy_loss_mean": 0.4581659571690769
+ },
+ {
+ "train_step": 9452,
+ "loss": 0.6843975268956555,
+ "clean_loss": 0.7000391104144472,
+ "noisy_loss_mean": 0.6791836657227249
+ },
+ {
+ "train_step": 9453,
+ "loss": 0.4996273881203659,
+ "clean_loss": 0.5018748076375186,
+ "noisy_loss_mean": 0.498878248281315
+ },
+ {
+ "train_step": 9454,
+ "loss": 0.5729261008784203,
+ "clean_loss": 0.5772417155485814,
+ "noisy_loss_mean": 0.5714875626550333
+ },
+ {
+ "train_step": 9455,
+ "loss": 0.4644661524989462,
+ "clean_loss": 0.4779254662113007,
+ "noisy_loss_mean": 0.45997971459482795
+ },
+ {
+ "train_step": 9456,
+ "loss": 0.5084087275393021,
+ "clean_loss": 0.504886523977366,
+ "noisy_loss_mean": 0.5095827953932807
+ },
+ {
+ "train_step": 9457,
+ "loss": 0.3602647002827879,
+ "clean_loss": 0.36537655118295487,
+ "noisy_loss_mean": 0.3585607499827322
+ },
+ {
+ "train_step": 9458,
+ "loss": 0.3433454096145135,
+ "clean_loss": 0.3487196845383496,
+ "noisy_loss_mean": 0.34155398463990144
+ },
+ {
+ "train_step": 9459,
+ "loss": 0.6307048638846044,
+ "clean_loss": 0.6021859897157724,
+ "noisy_loss_mean": 0.6402111552742151
+ },
+ {
+ "train_step": 9460,
+ "loss": 0.5321212843474066,
+ "clean_loss": 0.5246119938583776,
+ "noisy_loss_mean": 0.5346243811770829
+ },
+ {
+ "train_step": 9461,
+ "loss": 0.5893697569447403,
+ "clean_loss": 0.5826553699573708,
+ "noisy_loss_mean": 0.5916078859405302
+ },
+ {
+ "train_step": 9462,
+ "loss": 0.739091810182104,
+ "clean_loss": 0.721832685447855,
+ "noisy_loss_mean": 0.744844851760187
+ },
+ {
+ "train_step": 9463,
+ "loss": 0.5575808279731724,
+ "clean_loss": 0.5482727824147419,
+ "noisy_loss_mean": 0.5606835098259827
+ },
+ {
+ "train_step": 9464,
+ "loss": 0.42129915311626065,
+ "clean_loss": 0.4179829261158293,
+ "noisy_loss_mean": 0.4224045621164045
+ },
+ {
+ "train_step": 9465,
+ "loss": 0.4875846077216705,
+ "clean_loss": 0.48392566208179605,
+ "noisy_loss_mean": 0.4888042562682953
+ },
+ {
+ "train_step": 9466,
+ "loss": 0.6466771801591644,
+ "clean_loss": 0.6491032264286689,
+ "noisy_loss_mean": 0.6458684980693296
+ },
+ {
+ "train_step": 9467,
+ "loss": 0.46448833816335344,
+ "clean_loss": 0.4610860868339921,
+ "noisy_loss_mean": 0.46562242193980724
+ },
+ {
+ "train_step": 9468,
+ "loss": 0.5782440727511373,
+ "clean_loss": 0.5737530643428015,
+ "noisy_loss_mean": 0.579741075553916
+ },
+ {
+ "train_step": 9469,
+ "loss": 0.4261768546743574,
+ "clean_loss": 0.4285144265509457,
+ "noisy_loss_mean": 0.425397664048828
+ },
+ {
+ "train_step": 9470,
+ "loss": 0.5808744499729976,
+ "clean_loss": 0.5849052020148292,
+ "noisy_loss_mean": 0.5795308659590539
+ },
+ {
+ "train_step": 9471,
+ "loss": 0.33157751279232744,
+ "clean_loss": 0.33127209342825426,
+ "noisy_loss_mean": 0.3316793192470185
+ },
+ {
+ "train_step": 9472,
+ "loss": 0.5844274222819597,
+ "clean_loss": 0.5889481325283097,
+ "noisy_loss_mean": 0.5829205188665098
+ },
+ {
+ "train_step": 9473,
+ "loss": 0.7047487998370814,
+ "clean_loss": 0.691944265219391,
+ "noisy_loss_mean": 0.7090169780429781
+ },
+ {
+ "train_step": 9474,
+ "loss": 0.5087564989079045,
+ "clean_loss": 0.4938680721446323,
+ "noisy_loss_mean": 0.5137193078289953
+ },
+ {
+ "train_step": 9475,
+ "loss": 0.5574946355881818,
+ "clean_loss": 0.5571939606545848,
+ "noisy_loss_mean": 0.5575948605660473
+ },
+ {
+ "train_step": 9476,
+ "loss": 0.6455766990269217,
+ "clean_loss": 0.634741142479916,
+ "noisy_loss_mean": 0.6491885512092569
+ },
+ {
+ "train_step": 9477,
+ "loss": 0.39940981151904864,
+ "clean_loss": 0.4002942759816072,
+ "noisy_loss_mean": 0.39911499003152917
+ },
+ {
+ "train_step": 9478,
+ "loss": 0.5100042027540084,
+ "clean_loss": 0.5029207651970274,
+ "noisy_loss_mean": 0.5123653486063354
+ },
+ {
+ "train_step": 9479,
+ "loss": 0.49491589170243744,
+ "clean_loss": 0.49773328442964493,
+ "noisy_loss_mean": 0.4939767607933683
+ },
+ {
+ "train_step": 9480,
+ "loss": 0.4805101244310015,
+ "clean_loss": 0.4832874480607339,
+ "noisy_loss_mean": 0.4795843498877574
+ },
+ {
+ "train_step": 9481,
+ "loss": 0.5396973144273851,
+ "clean_loss": 0.5493414462142264,
+ "noisy_loss_mean": 0.5364826038317713
+ },
+ {
+ "train_step": 9482,
+ "loss": 0.49371939526565467,
+ "clean_loss": 0.4852270798679669,
+ "noisy_loss_mean": 0.4965501670648839
+ },
+ {
+ "train_step": 9483,
+ "loss": 0.567951340342145,
+ "clean_loss": 0.5608303746112219,
+ "noisy_loss_mean": 0.570324995585786
+ },
+ {
+ "train_step": 9484,
+ "loss": 0.47280948279123536,
+ "clean_loss": 0.47231600527966344,
+ "noisy_loss_mean": 0.4729739752950926
+ },
+ {
+ "train_step": 9485,
+ "loss": 0.6558540792836842,
+ "clean_loss": 0.6657046991377592,
+ "noisy_loss_mean": 0.6525705393323259
+ },
+ {
+ "train_step": 9486,
+ "loss": 0.6320037052083083,
+ "clean_loss": 0.6270255288145778,
+ "noisy_loss_mean": 0.6336630973395517
+ },
+ {
+ "train_step": 9487,
+ "loss": 0.49803747329971004,
+ "clean_loss": 0.5013024232710153,
+ "noisy_loss_mean": 0.49694915664260825
+ },
+ {
+ "train_step": 9488,
+ "loss": 0.35407907088676727,
+ "clean_loss": 0.35739082947930206,
+ "noisy_loss_mean": 0.3529751513559223
+ },
+ {
+ "train_step": 9489,
+ "loss": 0.5339889895273913,
+ "clean_loss": 0.5370449259098767,
+ "noisy_loss_mean": 0.5329703440665629
+ },
+ {
+ "train_step": 9490,
+ "loss": 0.5040333075403612,
+ "clean_loss": 0.5011352420735052,
+ "noisy_loss_mean": 0.5049993293626466
+ },
+ {
+ "train_step": 9491,
+ "loss": 0.6333621422689024,
+ "clean_loss": 0.6260530697620458,
+ "noisy_loss_mean": 0.635798499771188
+ },
+ {
+ "train_step": 9492,
+ "loss": 0.46130934162342324,
+ "clean_loss": 0.46923231852718006,
+ "noisy_loss_mean": 0.458668349322171
+ },
+ {
+ "train_step": 9493,
+ "loss": 0.5513433988583635,
+ "clean_loss": 0.5243648240001277,
+ "noisy_loss_mean": 0.5603362571444421
+ },
+ {
+ "train_step": 9494,
+ "loss": 0.3884837834217298,
+ "clean_loss": 0.3947973657892161,
+ "noisy_loss_mean": 0.38637925596590095
+ },
+ {
+ "train_step": 9495,
+ "loss": 0.5377187319723189,
+ "clean_loss": 0.547701448027718,
+ "noisy_loss_mean": 0.5343911599538526
+ },
+ {
+ "train_step": 9496,
+ "loss": 0.41375096400495326,
+ "clean_loss": 0.4083017195194515,
+ "noisy_loss_mean": 0.4155673788334539
+ },
+ {
+ "train_step": 9497,
+ "loss": 0.5136750627972274,
+ "clean_loss": 0.5121275273107563,
+ "noisy_loss_mean": 0.5141909079593844
+ },
+ {
+ "train_step": 9498,
+ "loss": 0.4429641448849553,
+ "clean_loss": 0.44919248193737754,
+ "noisy_loss_mean": 0.44088803253414793
+ },
+ {
+ "train_step": 9499,
+ "loss": 0.3950777666002815,
+ "clean_loss": 0.3849005799840094,
+ "noisy_loss_mean": 0.3984701621390388
+ },
+ {
+ "train_step": 9500,
+ "loss": 0.43338793630069605,
+ "clean_loss": 0.43723919738906364,
+ "noisy_loss_mean": 0.4321041826045735
+ },
+ {
+ "train_step": 9501,
+ "loss": 0.4258185573145089,
+ "clean_loss": 0.4188236294814409,
+ "noisy_loss_mean": 0.42815019992553155
+ },
+ {
+ "train_step": 9502,
+ "loss": 0.7086273749460623,
+ "clean_loss": 0.7033761340161861,
+ "noisy_loss_mean": 0.7103777885893544
+ },
+ {
+ "train_step": 9503,
+ "loss": 0.5698353214350842,
+ "clean_loss": 0.5579684188932295,
+ "noisy_loss_mean": 0.5737909556157025
+ },
+ {
+ "train_step": 9504,
+ "loss": 0.5573205121083087,
+ "clean_loss": 0.5369675706393562,
+ "noisy_loss_mean": 0.5641048259312927
+ },
+ {
+ "train_step": 9505,
+ "loss": 0.5827439215774951,
+ "clean_loss": 0.5812199076458588,
+ "noisy_loss_mean": 0.5832519262213739
+ },
+ {
+ "train_step": 9506,
+ "loss": 0.5338430699143725,
+ "clean_loss": 0.5493915800177411,
+ "noisy_loss_mean": 0.5286602332132496
+ },
+ {
+ "train_step": 9507,
+ "loss": 0.42950654342190964,
+ "clean_loss": 0.4268848477283784,
+ "noisy_loss_mean": 0.43038044198642006
+ },
+ {
+ "train_step": 9508,
+ "loss": 0.48263618773697137,
+ "clean_loss": 0.4759828122984875,
+ "noisy_loss_mean": 0.4848539795497993
+ },
+ {
+ "train_step": 9509,
+ "loss": 0.602873204919534,
+ "clean_loss": 0.6085620159950464,
+ "noisy_loss_mean": 0.6009769345610299
+ },
+ {
+ "train_step": 9510,
+ "loss": 0.5478199744736353,
+ "clean_loss": 0.5437641390304547,
+ "noisy_loss_mean": 0.5491719196213621
+ },
+ {
+ "train_step": 9511,
+ "loss": 0.5954399056463412,
+ "clean_loss": 0.588892887132517,
+ "noisy_loss_mean": 0.5976222451509493
+ },
+ {
+ "train_step": 9512,
+ "loss": 0.4959879427534225,
+ "clean_loss": 0.4954204292244615,
+ "noisy_loss_mean": 0.4961771139297429
+ },
+ {
+ "train_step": 9513,
+ "loss": 0.49398216558971175,
+ "clean_loss": 0.5031955990790354,
+ "noisy_loss_mean": 0.4909110210932705
+ },
+ {
+ "train_step": 9514,
+ "loss": 0.5124278637948967,
+ "clean_loss": 0.5090623738986203,
+ "noisy_loss_mean": 0.513549693760322
+ },
+ {
+ "train_step": 9515,
+ "loss": 0.6239007394458672,
+ "clean_loss": 0.6234286921397899,
+ "noisy_loss_mean": 0.6240580885478931
+ },
+ {
+ "train_step": 9516,
+ "loss": 0.36354031442238166,
+ "clean_loss": 0.36326420120291936,
+ "noisy_loss_mean": 0.36363235216220247
+ },
+ {
+ "train_step": 9517,
+ "loss": 0.5379095720817529,
+ "clean_loss": 0.5469857084388453,
+ "noisy_loss_mean": 0.5348841932960554
+ },
+ {
+ "train_step": 9518,
+ "loss": 0.4084971331871874,
+ "clean_loss": 0.3988428777889476,
+ "noisy_loss_mean": 0.41171521831993396
+ },
+ {
+ "train_step": 9519,
+ "loss": 0.6231521329706824,
+ "clean_loss": 0.6267386759923185,
+ "noisy_loss_mean": 0.6219566186301368
+ },
+ {
+ "train_step": 9520,
+ "loss": 0.48547292863352765,
+ "clean_loss": 0.4953234398337389,
+ "noisy_loss_mean": 0.4821894249001239
+ },
+ {
+ "train_step": 9521,
+ "loss": 0.45669587308613796,
+ "clean_loss": 0.4550902952899139,
+ "noisy_loss_mean": 0.4572310656848793
+ },
+ {
+ "train_step": 9522,
+ "loss": 0.48790663307856297,
+ "clean_loss": 0.4929783779127965,
+ "noisy_loss_mean": 0.4862160514671518
+ },
+ {
+ "train_step": 9523,
+ "loss": 0.650152511594965,
+ "clean_loss": 0.6525794769558708,
+ "noisy_loss_mean": 0.6493435231413298
+ },
+ {
+ "train_step": 9524,
+ "loss": 0.3135510303868656,
+ "clean_loss": 0.3082625882535369,
+ "noisy_loss_mean": 0.31531384443130855
+ },
+ {
+ "train_step": 9525,
+ "loss": 0.7147131008452253,
+ "clean_loss": 0.7146368026519051,
+ "noisy_loss_mean": 0.7147385335763321
+ },
+ {
+ "train_step": 9526,
+ "loss": 0.37153968252538194,
+ "clean_loss": 0.36690615922518344,
+ "noisy_loss_mean": 0.37308419029211476
+ },
+ {
+ "train_step": 9527,
+ "loss": 0.5547063806811671,
+ "clean_loss": 0.554715729724311,
+ "noisy_loss_mean": 0.5547032643334524
+ },
+ {
+ "train_step": 9528,
+ "loss": 0.5745216389108454,
+ "clean_loss": 0.5753396747051813,
+ "noisy_loss_mean": 0.5742489603127333
+ },
+ {
+ "train_step": 9529,
+ "loss": 0.3996883771738098,
+ "clean_loss": 0.40039274875969794,
+ "noisy_loss_mean": 0.39945358664518044
+ },
+ {
+ "train_step": 9530,
+ "loss": 0.4395221220029031,
+ "clean_loss": 0.45100616077835803,
+ "noisy_loss_mean": 0.4356941090777515
+ },
+ {
+ "train_step": 9531,
+ "loss": 0.4751868953366355,
+ "clean_loss": 0.4778378779366232,
+ "noisy_loss_mean": 0.47430323446997286
+ },
+ {
+ "train_step": 9532,
+ "loss": 0.3497515501044649,
+ "clean_loss": 0.357439568858871,
+ "noisy_loss_mean": 0.34718887718632957
+ },
+ {
+ "train_step": 9533,
+ "loss": 0.6446040404249258,
+ "clean_loss": 0.6525017789875913,
+ "noisy_loss_mean": 0.6419714609040373
+ },
+ {
+ "train_step": 9534,
+ "loss": 0.571471389551351,
+ "clean_loss": 0.5513290645262053,
+ "noisy_loss_mean": 0.5781854978930662
+ },
+ {
+ "train_step": 9535,
+ "loss": 0.6063108173147438,
+ "clean_loss": 0.6113065256709148,
+ "noisy_loss_mean": 0.6046455811960202
+ },
+ {
+ "train_step": 9536,
+ "loss": 0.5393758751013301,
+ "clean_loss": 0.540638340958851,
+ "noisy_loss_mean": 0.5389550531488231
+ },
+ {
+ "train_step": 9537,
+ "loss": 0.5958927561468429,
+ "clean_loss": 0.6031590871912637,
+ "noisy_loss_mean": 0.5934706457987026
+ },
+ {
+ "train_step": 9538,
+ "loss": 0.5203635299537883,
+ "clean_loss": 0.5138398905889571,
+ "noisy_loss_mean": 0.5225380764087321
+ },
+ {
+ "train_step": 9539,
+ "loss": 0.43165014867815943,
+ "clean_loss": 0.42206454207701116,
+ "noisy_loss_mean": 0.4348453508785422
+ },
+ {
+ "train_step": 9540,
+ "loss": 0.4988639372090819,
+ "clean_loss": 0.4959744053596913,
+ "noisy_loss_mean": 0.4998271144922121
+ },
+ {
+ "train_step": 9541,
+ "loss": 0.6031686034999046,
+ "clean_loss": 0.5983422418477339,
+ "noisy_loss_mean": 0.604777390717295
+ },
+ {
+ "train_step": 9542,
+ "loss": 0.3705944646865683,
+ "clean_loss": 0.3574275212050531,
+ "noisy_loss_mean": 0.3749834458470734
+ },
+ {
+ "train_step": 9543,
+ "loss": 0.42953735802657894,
+ "clean_loss": 0.4279300287639826,
+ "noisy_loss_mean": 0.4300731344474444
+ },
+ {
+ "train_step": 9544,
+ "loss": 0.6175649744277902,
+ "clean_loss": 0.6150964293999363,
+ "noisy_loss_mean": 0.6183878227704082
+ },
+ {
+ "train_step": 9545,
+ "loss": 0.4291615216592919,
+ "clean_loss": 0.4339409574985055,
+ "noisy_loss_mean": 0.42756837637955397
+ },
+ {
+ "train_step": 9546,
+ "loss": 0.5274243472013934,
+ "clean_loss": 0.535473779915909,
+ "noisy_loss_mean": 0.5247412029632216
+ },
+ {
+ "train_step": 9547,
+ "loss": 0.6729694499136587,
+ "clean_loss": 0.6702455155535855,
+ "noisy_loss_mean": 0.6738774280336831
+ },
+ {
+ "train_step": 9548,
+ "loss": 0.66342547254605,
+ "clean_loss": 0.6492540957558789,
+ "noisy_loss_mean": 0.6681492648094404
+ },
+ {
+ "train_step": 9549,
+ "loss": 0.4805599073332447,
+ "clean_loss": 0.4719421561750212,
+ "noisy_loss_mean": 0.48343249105265257
+ },
+ {
+ "train_step": 9550,
+ "loss": 0.48616475118194624,
+ "clean_loss": 0.485258234288899,
+ "noisy_loss_mean": 0.4864669234796286
+ },
+ {
+ "train_step": 9551,
+ "loss": 0.49782765215034364,
+ "clean_loss": 0.5103013836777508,
+ "noisy_loss_mean": 0.4936697416412079
+ },
+ {
+ "train_step": 9552,
+ "loss": 0.4239547688420835,
+ "clean_loss": 0.4417065590225194,
+ "noisy_loss_mean": 0.4180375054486048
+ },
+ {
+ "train_step": 9553,
+ "loss": 0.44913965686452845,
+ "clean_loss": 0.4396550015214992,
+ "noisy_loss_mean": 0.4523012086455382
+ },
+ {
+ "train_step": 9554,
+ "loss": 0.6355683528915475,
+ "clean_loss": 0.6365322800728681,
+ "noisy_loss_mean": 0.6352470438311073
+ },
+ {
+ "train_step": 9555,
+ "loss": 0.5171637724122304,
+ "clean_loss": 0.5194597580972897,
+ "noisy_loss_mean": 0.516398443850544
+ },
+ {
+ "train_step": 9556,
+ "loss": 0.45070534955314623,
+ "clean_loss": 0.45458007000535655,
+ "noisy_loss_mean": 0.4494137760690761
+ },
+ {
+ "train_step": 9557,
+ "loss": 0.6091833991231506,
+ "clean_loss": 0.6218788368779854,
+ "noisy_loss_mean": 0.6049515865382056
+ },
+ {
+ "train_step": 9558,
+ "loss": 0.5624666570564483,
+ "clean_loss": 0.5653399051591,
+ "noisy_loss_mean": 0.5615089076888977
+ },
+ {
+ "train_step": 9559,
+ "loss": 0.5004330777954841,
+ "clean_loss": 0.47766659904454334,
+ "noisy_loss_mean": 0.5080219040457976
+ },
+ {
+ "train_step": 9560,
+ "loss": 0.657041936514425,
+ "clean_loss": 0.6589626748360703,
+ "noisy_loss_mean": 0.6564016904072099
+ },
+ {
+ "train_step": 9561,
+ "loss": 0.49634372661177834,
+ "clean_loss": 0.5006975581388776,
+ "noisy_loss_mean": 0.4948924494360785
+ },
+ {
+ "train_step": 9562,
+ "loss": 0.7821920674073963,
+ "clean_loss": 0.7733857971502975,
+ "noisy_loss_mean": 0.7851274908264294
+ },
+ {
+ "train_step": 9563,
+ "loss": 0.6014778963437106,
+ "clean_loss": 0.6005537359383415,
+ "noisy_loss_mean": 0.601785949812167
+ },
+ {
+ "train_step": 9564,
+ "loss": 0.6062613581860159,
+ "clean_loss": 0.5977300011838287,
+ "noisy_loss_mean": 0.6091051438534115
+ },
+ {
+ "train_step": 9565,
+ "loss": 0.6152722192524648,
+ "clean_loss": 0.6126858317348205,
+ "noisy_loss_mean": 0.6161343484250129
+ },
+ {
+ "train_step": 9566,
+ "loss": 0.6217010159264896,
+ "clean_loss": 0.6247563740359431,
+ "noisy_loss_mean": 0.6206825632233385
+ },
+ {
+ "train_step": 9567,
+ "loss": 0.628100586123425,
+ "clean_loss": 0.6279533131493796,
+ "noisy_loss_mean": 0.6281496771147735
+ },
+ {
+ "train_step": 9568,
+ "loss": 0.47421023645449417,
+ "clean_loss": 0.4640742923830721,
+ "noisy_loss_mean": 0.4775888844783016
+ },
+ {
+ "train_step": 9569,
+ "loss": 0.5156115869650086,
+ "clean_loss": 0.5247934029756355,
+ "noisy_loss_mean": 0.5125509816281331
+ },
+ {
+ "train_step": 9570,
+ "loss": 0.5894867492679572,
+ "clean_loss": 0.5961028690207529,
+ "noisy_loss_mean": 0.5872813760170251
+ },
+ {
+ "train_step": 9571,
+ "loss": 0.45546236521734573,
+ "clean_loss": 0.45638850689113547,
+ "noisy_loss_mean": 0.4551536513260825
+ },
+ {
+ "train_step": 9572,
+ "loss": 0.4062945852810622,
+ "clean_loss": 0.410259346480109,
+ "noisy_loss_mean": 0.4049729982147133
+ },
+ {
+ "train_step": 9573,
+ "loss": 0.4303538603687135,
+ "clean_loss": 0.4412868053085641,
+ "noisy_loss_mean": 0.42670954538876327
+ },
+ {
+ "train_step": 9574,
+ "loss": 0.5921761857705135,
+ "clean_loss": 0.6016606966767797,
+ "noisy_loss_mean": 0.5890146821350913
+ },
+ {
+ "train_step": 9575,
+ "loss": 0.43059801944110077,
+ "clean_loss": 0.4265344237367989,
+ "noisy_loss_mean": 0.4319525513425347
+ },
+ {
+ "train_step": 9576,
+ "loss": 0.5630582705244691,
+ "clean_loss": 0.5619192302207374,
+ "noisy_loss_mean": 0.563437950625713
+ },
+ {
+ "train_step": 9577,
+ "loss": 0.6231580819227205,
+ "clean_loss": 0.619156978388114,
+ "noisy_loss_mean": 0.6244917831009226
+ },
+ {
+ "train_step": 9578,
+ "loss": 0.7094414790194581,
+ "clean_loss": 0.6877752570168364,
+ "noisy_loss_mean": 0.7166635530203319
+ },
+ {
+ "train_step": 9579,
+ "loss": 0.6321229722988766,
+ "clean_loss": 0.6351751247372467,
+ "noisy_loss_mean": 0.6311055881527532
+ },
+ {
+ "train_step": 9580,
+ "loss": 0.5968344205453777,
+ "clean_loss": 0.5875520830862236,
+ "noisy_loss_mean": 0.5999285330317624
+ },
+ {
+ "train_step": 9581,
+ "loss": 0.50154815428769,
+ "clean_loss": 0.5021851148555013,
+ "noisy_loss_mean": 0.5013358340984194
+ },
+ {
+ "train_step": 9582,
+ "loss": 0.3985501368400618,
+ "clean_loss": 0.3963317677450403,
+ "noisy_loss_mean": 0.3992895932050689
+ },
+ {
+ "train_step": 9583,
+ "loss": 0.6091783080901675,
+ "clean_loss": 0.6241064421566636,
+ "noisy_loss_mean": 0.6042022634013356
+ },
+ {
+ "train_step": 9584,
+ "loss": 0.5873460470002867,
+ "clean_loss": 0.5978377636707839,
+ "noisy_loss_mean": 0.5838488081101209
+ },
+ {
+ "train_step": 9585,
+ "loss": 0.4489954315686147,
+ "clean_loss": 0.44611924947422615,
+ "noisy_loss_mean": 0.44995415893341084
+ },
+ {
+ "train_step": 9586,
+ "loss": 0.6071391906924966,
+ "clean_loss": 0.6080093344099601,
+ "noisy_loss_mean": 0.6068491427866753
+ },
+ {
+ "train_step": 9587,
+ "loss": 0.48249362553731123,
+ "clean_loss": 0.47880487018629875,
+ "noisy_loss_mean": 0.48372321065431545
+ },
+ {
+ "train_step": 9588,
+ "loss": 0.5181215064817335,
+ "clean_loss": 0.5219768820616801,
+ "noisy_loss_mean": 0.5168363812884179
+ },
+ {
+ "train_step": 9589,
+ "loss": 0.5439329893449425,
+ "clean_loss": 0.5306814498109375,
+ "noisy_loss_mean": 0.548350169189611
+ },
+ {
+ "train_step": 9590,
+ "loss": 0.4732415702535079,
+ "clean_loss": 0.47454346960717025,
+ "noisy_loss_mean": 0.4728076038022871
+ },
+ {
+ "train_step": 9591,
+ "loss": 0.539273994457947,
+ "clean_loss": 0.5376237154349816,
+ "noisy_loss_mean": 0.5398240874656021
+ },
+ {
+ "train_step": 9592,
+ "loss": 0.34463923344322994,
+ "clean_loss": 0.34598269366686185,
+ "noisy_loss_mean": 0.34419141336868603
+ },
+ {
+ "train_step": 9593,
+ "loss": 0.6724661390138089,
+ "clean_loss": 0.6690758518580731,
+ "noisy_loss_mean": 0.6735962347323875
+ },
+ {
+ "train_step": 9594,
+ "loss": 0.5514429426965353,
+ "clean_loss": 0.5511294423439674,
+ "noisy_loss_mean": 0.5515474428140578
+ },
+ {
+ "train_step": 9595,
+ "loss": 0.5001028490541116,
+ "clean_loss": 0.49429266050521437,
+ "noisy_loss_mean": 0.5020395785704107
+ },
+ {
+ "train_step": 9596,
+ "loss": 0.4593975522226811,
+ "clean_loss": 0.44957030500172535,
+ "noisy_loss_mean": 0.46267330129633305
+ },
+ {
+ "train_step": 9597,
+ "loss": 0.4561516155937133,
+ "clean_loss": 0.4554787997417348,
+ "noisy_loss_mean": 0.45637588754437286
+ },
+ {
+ "train_step": 9598,
+ "loss": 0.6031895768594704,
+ "clean_loss": 0.6097478134391329,
+ "noisy_loss_mean": 0.6010034979995827
+ },
+ {
+ "train_step": 9599,
+ "loss": 0.40521489167734137,
+ "clean_loss": 0.4000336963655094,
+ "noisy_loss_mean": 0.4069419567812853
+ },
+ {
+ "train_step": 9600,
+ "loss": 0.6740645770933608,
+ "clean_loss": 0.653556155978321,
+ "noisy_loss_mean": 0.6809007174650407
+ },
+ {
+ "train_step": 9601,
+ "loss": 0.4921112495625876,
+ "clean_loss": 0.4944487297289335,
+ "noisy_loss_mean": 0.49133208950713897
+ },
+ {
+ "train_step": 9602,
+ "loss": 0.6297149184546535,
+ "clean_loss": 0.613920744295474,
+ "noisy_loss_mean": 0.63497964317438
+ },
+ {
+ "train_step": 9603,
+ "loss": 0.5855147686081585,
+ "clean_loss": 0.5844946479527027,
+ "noisy_loss_mean": 0.5858548088266438
+ },
+ {
+ "train_step": 9604,
+ "loss": 0.5913293373019287,
+ "clean_loss": 0.5836061234085866,
+ "noisy_loss_mean": 0.5939037419330427
+ },
+ {
+ "train_step": 9605,
+ "loss": 0.4986968522918499,
+ "clean_loss": 0.4952025067413297,
+ "noisy_loss_mean": 0.4998616341420233
+ },
+ {
+ "train_step": 9606,
+ "loss": 0.5262511141298776,
+ "clean_loss": 0.5334060696932263,
+ "noisy_loss_mean": 0.5238661289420946
+ },
+ {
+ "train_step": 9607,
+ "loss": 0.5982195713519374,
+ "clean_loss": 0.581397695507578,
+ "noisy_loss_mean": 0.6038268633000573
+ },
+ {
+ "train_step": 9608,
+ "loss": 0.4384610872745665,
+ "clean_loss": 0.4343681935155672,
+ "noisy_loss_mean": 0.4398253851942329
+ },
+ {
+ "train_step": 9609,
+ "loss": 0.6949236726234026,
+ "clean_loss": 0.6963506658567751,
+ "noisy_loss_mean": 0.6944480082122785
+ },
+ {
+ "train_step": 9610,
+ "loss": 0.506970221647117,
+ "clean_loss": 0.5035977884746291,
+ "noisy_loss_mean": 0.5080943660379464
+ },
+ {
+ "train_step": 9611,
+ "loss": 0.6369630028020152,
+ "clean_loss": 0.6395843828984591,
+ "noisy_loss_mean": 0.6360892094365339
+ },
+ {
+ "train_step": 9612,
+ "loss": 0.4856108115793941,
+ "clean_loss": 0.4865450101377206,
+ "noisy_loss_mean": 0.48529941205995203
+ },
+ {
+ "train_step": 9613,
+ "loss": 0.4983863341296209,
+ "clean_loss": 0.5019906889549667,
+ "noisy_loss_mean": 0.4971848825211724
+ },
+ {
+ "train_step": 9614,
+ "loss": 0.6867017885804031,
+ "clean_loss": 0.6888849528588022,
+ "noisy_loss_mean": 0.68597406715427
+ },
+ {
+ "train_step": 9615,
+ "loss": 0.62353830278401,
+ "clean_loss": 0.6237139051358696,
+ "noisy_loss_mean": 0.6234797686667236
+ },
+ {
+ "train_step": 9616,
+ "loss": 0.6415088550718688,
+ "clean_loss": 0.6365963853396438,
+ "noisy_loss_mean": 0.6431463449826107
+ },
+ {
+ "train_step": 9617,
+ "loss": 0.6228461049871885,
+ "clean_loss": 0.6159619610337692,
+ "noisy_loss_mean": 0.6251408196383283
+ },
+ {
+ "train_step": 9618,
+ "loss": 0.4114932550490715,
+ "clean_loss": 0.41328900105665295,
+ "noisy_loss_mean": 0.4108946730465444
+ },
+ {
+ "train_step": 9619,
+ "loss": 0.7750939242276625,
+ "clean_loss": 0.7751674846333375,
+ "noisy_loss_mean": 0.7750694040924375
+ },
+ {
+ "train_step": 9620,
+ "loss": 0.316318712728049,
+ "clean_loss": 0.3146129803135957,
+ "noisy_loss_mean": 0.31688729019953343
+ },
+ {
+ "train_step": 9621,
+ "loss": 0.6939667954365452,
+ "clean_loss": 0.6939810798133017,
+ "noisy_loss_mean": 0.6939620339776263
+ },
+ {
+ "train_step": 9622,
+ "loss": 0.4145029425501955,
+ "clean_loss": 0.41506947016670576,
+ "noisy_loss_mean": 0.41431410001135865
+ },
+ {
+ "train_step": 9623,
+ "loss": 0.5122246127355228,
+ "clean_loss": 0.5193081198342159,
+ "noisy_loss_mean": 0.509863443702625
+ },
+ {
+ "train_step": 9624,
+ "loss": 0.6787701490652677,
+ "clean_loss": 0.6720819208035435,
+ "noisy_loss_mean": 0.6809995584858424
+ },
+ {
+ "train_step": 9625,
+ "loss": 0.4288540746536437,
+ "clean_loss": 0.41725510797083165,
+ "noisy_loss_mean": 0.4327203968812478
+ },
+ {
+ "train_step": 9626,
+ "loss": 0.5183402745252537,
+ "clean_loss": 0.5256726685365433,
+ "noisy_loss_mean": 0.5158961431881571
+ },
+ {
+ "train_step": 9627,
+ "loss": 0.39194886543366797,
+ "clean_loss": 0.39263417392474187,
+ "noisy_loss_mean": 0.3917204292699767
+ },
+ {
+ "train_step": 9628,
+ "loss": 0.5955207855801892,
+ "clean_loss": 0.5386687285023819,
+ "noisy_loss_mean": 0.6144714712727916
+ },
+ {
+ "train_step": 9629,
+ "loss": 0.5294794798029373,
+ "clean_loss": 0.531911329155059,
+ "noisy_loss_mean": 0.5286688633522302
+ },
+ {
+ "train_step": 9630,
+ "loss": 0.49217084887914514,
+ "clean_loss": 0.49269750801932305,
+ "noisy_loss_mean": 0.4919952958324192
+ },
+ {
+ "train_step": 9631,
+ "loss": 0.4956648475509263,
+ "clean_loss": 0.4908427447600847,
+ "noisy_loss_mean": 0.49727221514787345
+ },
+ {
+ "train_step": 9632,
+ "loss": 0.6562270936767649,
+ "clean_loss": 0.6567814394975019,
+ "noisy_loss_mean": 0.6560423117365192
+ },
+ {
+ "train_step": 9633,
+ "loss": 0.46073978061218357,
+ "clean_loss": 0.45888487400408096,
+ "noisy_loss_mean": 0.46135808281488444
+ },
+ {
+ "train_step": 9634,
+ "loss": 0.6260820668206177,
+ "clean_loss": 0.6201505394574666,
+ "noisy_loss_mean": 0.6280592426083348
+ },
+ {
+ "train_step": 9635,
+ "loss": 0.5597581350682439,
+ "clean_loss": 0.5487159505616359,
+ "noisy_loss_mean": 0.5634388632371131
+ },
+ {
+ "train_step": 9636,
+ "loss": 0.5293426757234608,
+ "clean_loss": 0.5253847630755104,
+ "noisy_loss_mean": 0.5306619799394442
+ },
+ {
+ "train_step": 9637,
+ "loss": 0.4556765211812556,
+ "clean_loss": 0.4603978578761073,
+ "noisy_loss_mean": 0.45410274228297176
+ },
+ {
+ "train_step": 9638,
+ "loss": 0.6082303924367409,
+ "clean_loss": 0.5962307303225759,
+ "noisy_loss_mean": 0.6122302798081294
+ },
+ {
+ "train_step": 9639,
+ "loss": 0.49677975741459884,
+ "clean_loss": 0.5020393558335448,
+ "noisy_loss_mean": 0.4950265579416169
+ },
+ {
+ "train_step": 9640,
+ "loss": 0.35415424387027705,
+ "clean_loss": 0.3728590018860405,
+ "noisy_loss_mean": 0.3479193245316892
+ },
+ {
+ "train_step": 9641,
+ "loss": 0.7815962329649311,
+ "clean_loss": 0.7824447449870727,
+ "noisy_loss_mean": 0.7813133956242172
+ },
+ {
+ "train_step": 9642,
+ "loss": 0.8277305737909526,
+ "clean_loss": 0.831419277701532,
+ "noisy_loss_mean": 0.8265010058207597
+ },
+ {
+ "train_step": 9643,
+ "loss": 0.6996633180239881,
+ "clean_loss": 0.7020031166767746,
+ "noisy_loss_mean": 0.6988833851397258
+ },
+ {
+ "train_step": 9644,
+ "loss": 0.5398829574984578,
+ "clean_loss": 0.5435382553933167,
+ "noisy_loss_mean": 0.5386645248668381
+ },
+ {
+ "train_step": 9645,
+ "loss": 0.5822144289100515,
+ "clean_loss": 0.5868774643545116,
+ "noisy_loss_mean": 0.5806600837618981
+ },
+ {
+ "train_step": 9646,
+ "loss": 0.5117268960259944,
+ "clean_loss": 0.5039088245112006,
+ "noisy_loss_mean": 0.514332919864259
+ },
+ {
+ "train_step": 9647,
+ "loss": 0.6088774309689183,
+ "clean_loss": 0.6128487210713882,
+ "noisy_loss_mean": 0.6075536676014283
+ },
+ {
+ "train_step": 9648,
+ "loss": 0.6121449495549032,
+ "clean_loss": 0.6133208870628897,
+ "noisy_loss_mean": 0.6117529703855743
+ },
+ {
+ "train_step": 9649,
+ "loss": 0.3779423822713071,
+ "clean_loss": 0.39022935775111217,
+ "noisy_loss_mean": 0.37384672377803874
+ },
+ {
+ "train_step": 9650,
+ "loss": 0.6507233491499793,
+ "clean_loss": 0.6513531129691243,
+ "noisy_loss_mean": 0.6505134278769309
+ },
+ {
+ "train_step": 9651,
+ "loss": 0.554634268423694,
+ "clean_loss": 0.5621843918449542,
+ "noisy_loss_mean": 0.5521175606166072
+ },
+ {
+ "train_step": 9652,
+ "loss": 0.7334455992416277,
+ "clean_loss": 0.7328159800939482,
+ "noisy_loss_mean": 0.7336554722908541
+ },
+ {
+ "train_step": 9653,
+ "loss": 0.8013654954345263,
+ "clean_loss": 0.8227340400964791,
+ "noisy_loss_mean": 0.7942426472138752
+ },
+ {
+ "train_step": 9654,
+ "loss": 0.5790068772417625,
+ "clean_loss": 0.5706761020988224,
+ "noisy_loss_mean": 0.5817838022894092
+ },
+ {
+ "train_step": 9655,
+ "loss": 0.4604665140297446,
+ "clean_loss": 0.4302785010073046,
+ "noisy_loss_mean": 0.47052918503722463
+ },
+ {
+ "train_step": 9656,
+ "loss": 0.5291558192868833,
+ "clean_loss": 0.5158322811203075,
+ "noisy_loss_mean": 0.533596998675742
+ },
+ {
+ "train_step": 9657,
+ "loss": 0.42504754222920893,
+ "clean_loss": 0.44707989591374536,
+ "noisy_loss_mean": 0.4177034243343634
+ },
+ {
+ "train_step": 9658,
+ "loss": 0.6499599880370517,
+ "clean_loss": 0.6495033111271211,
+ "noisy_loss_mean": 0.6501122136736952
+ },
+ {
+ "train_step": 9659,
+ "loss": 0.5143998629202365,
+ "clean_loss": 0.5129497428470033,
+ "noisy_loss_mean": 0.5148832362779809
+ },
+ {
+ "train_step": 9660,
+ "loss": 0.5038386575188569,
+ "clean_loss": 0.5126427005093374,
+ "noisy_loss_mean": 0.5009039765220301
+ },
+ {
+ "train_step": 9661,
+ "loss": 0.3339746895040982,
+ "clean_loss": 0.32196532236781084,
+ "noisy_loss_mean": 0.33797781188286063
+ },
+ {
+ "train_step": 9662,
+ "loss": 0.42805808342376866,
+ "clean_loss": 0.41137237254322584,
+ "noisy_loss_mean": 0.4336199870506163
+ },
+ {
+ "train_step": 9663,
+ "loss": 0.4860033984071501,
+ "clean_loss": 0.4905143761917973,
+ "noisy_loss_mean": 0.4844997391456011
+ },
+ {
+ "train_step": 9664,
+ "loss": 0.4166659311972444,
+ "clean_loss": 0.41474334404294066,
+ "noisy_loss_mean": 0.4173067935820123
+ },
+ {
+ "train_step": 9665,
+ "loss": 0.5359646405319407,
+ "clean_loss": 0.521488802286044,
+ "noisy_loss_mean": 0.5407899199472396
+ },
+ {
+ "train_step": 9666,
+ "loss": 0.6363839827130233,
+ "clean_loss": 0.6407408284826188,
+ "noisy_loss_mean": 0.6349317007898247
+ },
+ {
+ "train_step": 9667,
+ "loss": 0.6204172130778361,
+ "clean_loss": 0.6239844698936656,
+ "noisy_loss_mean": 0.6192281274725596
+ },
+ {
+ "train_step": 9668,
+ "loss": 0.33424481308351817,
+ "clean_loss": 0.33557036627948356,
+ "noisy_loss_mean": 0.33380296201819637
+ },
+ {
+ "train_step": 9669,
+ "loss": 0.5347882119152475,
+ "clean_loss": 0.5386623407931563,
+ "noisy_loss_mean": 0.5334968356226112
+ },
+ {
+ "train_step": 9670,
+ "loss": 0.6749809736822274,
+ "clean_loss": 0.6930577005089122,
+ "noisy_loss_mean": 0.6689553980733325
+ },
+ {
+ "train_step": 9671,
+ "loss": 0.5607092043256939,
+ "clean_loss": 0.5524559133218949,
+ "noisy_loss_mean": 0.5634603013269602
+ },
+ {
+ "train_step": 9672,
+ "loss": 0.44194846043129,
+ "clean_loss": 0.45234365905758206,
+ "noisy_loss_mean": 0.4384833942225259
+ },
+ {
+ "train_step": 9673,
+ "loss": 0.5680157901625282,
+ "clean_loss": 0.5528173620511455,
+ "noisy_loss_mean": 0.5730819328663225
+ },
+ {
+ "train_step": 9674,
+ "loss": 0.7215387747699253,
+ "clean_loss": 0.7215992076427341,
+ "noisy_loss_mean": 0.721518630478989
+ },
+ {
+ "train_step": 9675,
+ "loss": 0.955047862000274,
+ "clean_loss": 0.9584786248889682,
+ "noisy_loss_mean": 0.9539042743707095
+ },
+ {
+ "train_step": 9676,
+ "loss": 0.3263060541393766,
+ "clean_loss": 0.32768586086726803,
+ "noisy_loss_mean": 0.3258461185634128
+ },
+ {
+ "train_step": 9677,
+ "loss": 0.6231828724455581,
+ "clean_loss": 0.6081342036867403,
+ "noisy_loss_mean": 0.628199095365164
+ },
+ {
+ "train_step": 9678,
+ "loss": 0.5132265170290303,
+ "clean_loss": 0.515746594672605,
+ "noisy_loss_mean": 0.5123864911478389
+ },
+ {
+ "train_step": 9679,
+ "loss": 0.6502609440413187,
+ "clean_loss": 0.644518440361957,
+ "noisy_loss_mean": 0.6521751119344393
+ },
+ {
+ "train_step": 9680,
+ "loss": 0.5563951141172282,
+ "clean_loss": 0.5537011253690202,
+ "noisy_loss_mean": 0.557293110366631
+ },
+ {
+ "train_step": 9681,
+ "loss": 0.5339512019018453,
+ "clean_loss": 0.5340635088518455,
+ "noisy_loss_mean": 0.5339137662518453
+ },
+ {
+ "train_step": 9682,
+ "loss": 0.6327699724564685,
+ "clean_loss": 0.6403077199195195,
+ "noisy_loss_mean": 0.6302573899687848
+ },
+ {
+ "train_step": 9683,
+ "loss": 0.5310875360034781,
+ "clean_loss": 0.5204285324733642,
+ "noisy_loss_mean": 0.5346405371801827
+ },
+ {
+ "train_step": 9684,
+ "loss": 0.5100991603118312,
+ "clean_loss": 0.5210336319159483,
+ "noisy_loss_mean": 0.5064543364437921
+ },
+ {
+ "train_step": 9685,
+ "loss": 0.6693519049937411,
+ "clean_loss": 0.6673818233813972,
+ "noisy_loss_mean": 0.6700085988645222
+ },
+ {
+ "train_step": 9686,
+ "loss": 0.4569202470564227,
+ "clean_loss": 0.4481736093892059,
+ "noisy_loss_mean": 0.459835792945495
+ },
+ {
+ "train_step": 9687,
+ "loss": 0.32240971376214494,
+ "clean_loss": 0.3251957968978977,
+ "noisy_loss_mean": 0.3214810193835607
+ },
+ {
+ "train_step": 9688,
+ "loss": 0.34118710913727934,
+ "clean_loss": 0.3378353545609341,
+ "noisy_loss_mean": 0.3423043606627278
+ },
+ {
+ "train_step": 9689,
+ "loss": 0.4906890431692889,
+ "clean_loss": 0.48239829192512645,
+ "noisy_loss_mean": 0.4934526269173431
+ },
+ {
+ "train_step": 9690,
+ "loss": 0.4770456994480271,
+ "clean_loss": 0.47291300040486184,
+ "noisy_loss_mean": 0.47842326579574895
+ },
+ {
+ "train_step": 9691,
+ "loss": 0.671159268527977,
+ "clean_loss": 0.6711330231267177,
+ "noisy_loss_mean": 0.6711680169950633
+ },
+ {
+ "train_step": 9692,
+ "loss": 0.4481488315157831,
+ "clean_loss": 0.4434158281386235,
+ "noisy_loss_mean": 0.4497264993081696
+ },
+ {
+ "train_step": 9693,
+ "loss": 0.3948280555846805,
+ "clean_loss": 0.39288156254265644,
+ "noisy_loss_mean": 0.39547688659868857
+ },
+ {
+ "train_step": 9694,
+ "loss": 0.5988079017279344,
+ "clean_loss": 0.6027031700156594,
+ "noisy_loss_mean": 0.5975094789653594
+ },
+ {
+ "train_step": 9695,
+ "loss": 0.4674855358965405,
+ "clean_loss": 0.4697128714365233,
+ "noisy_loss_mean": 0.46674309071654624
+ },
+ {
+ "train_step": 9696,
+ "loss": 0.3956948162697701,
+ "clean_loss": 0.3806340865497589,
+ "noisy_loss_mean": 0.40071505950977376
+ },
+ {
+ "train_step": 9697,
+ "loss": 0.6860040983423568,
+ "clean_loss": 0.6666741586810921,
+ "noisy_loss_mean": 0.6924474115627782
+ },
+ {
+ "train_step": 9698,
+ "loss": 0.5771998305702748,
+ "clean_loss": 0.6028183675618389,
+ "noisy_loss_mean": 0.5686603182397535
+ },
+ {
+ "train_step": 9699,
+ "loss": 0.4625831495160091,
+ "clean_loss": 0.46236714491820413,
+ "noisy_loss_mean": 0.46265515104861077
+ },
+ {
+ "train_step": 9700,
+ "loss": 0.9054326995247745,
+ "clean_loss": 0.9129634149021918,
+ "noisy_loss_mean": 0.9029224610656353
+ },
+ {
+ "train_step": 9701,
+ "loss": 0.6535739408930288,
+ "clean_loss": 0.6551728526214461,
+ "noisy_loss_mean": 0.6530409703168898
+ },
+ {
+ "train_step": 9702,
+ "loss": 0.5465649232670525,
+ "clean_loss": 0.5610379777766423,
+ "noisy_loss_mean": 0.5417405717638558
+ },
+ {
+ "train_step": 9703,
+ "loss": 0.6096203004499556,
+ "clean_loss": 0.6118754872205188,
+ "noisy_loss_mean": 0.6088685715264345
+ },
+ {
+ "train_step": 9704,
+ "loss": 0.7260549212159076,
+ "clean_loss": 0.7186399022355312,
+ "noisy_loss_mean": 0.7285265942093665
+ },
+ {
+ "train_step": 9705,
+ "loss": 0.3891016443521528,
+ "clean_loss": 0.39017684374338135,
+ "noisy_loss_mean": 0.38874324455507664
+ },
+ {
+ "train_step": 9706,
+ "loss": 0.37920808289333496,
+ "clean_loss": 0.3756688092472678,
+ "noisy_loss_mean": 0.38038784077535737
+ },
+ {
+ "train_step": 9707,
+ "loss": 0.6513377083152605,
+ "clean_loss": 0.6516059530670923,
+ "noisy_loss_mean": 0.6512482933979832
+ },
+ {
+ "train_step": 9708,
+ "loss": 0.7509042855420622,
+ "clean_loss": 0.7450357771347044,
+ "noisy_loss_mean": 0.7528604550111816
+ },
+ {
+ "train_step": 9709,
+ "loss": 0.514079709077005,
+ "clean_loss": 0.5172593293419303,
+ "noisy_loss_mean": 0.5130198356553634
+ },
+ {
+ "train_step": 9710,
+ "loss": 0.6566484373709847,
+ "clean_loss": 0.6552716909850816,
+ "noisy_loss_mean": 0.6571073528329524
+ },
+ {
+ "train_step": 9711,
+ "loss": 0.5212835295867251,
+ "clean_loss": 0.517772328252739,
+ "noisy_loss_mean": 0.522453930031387
+ },
+ {
+ "train_step": 9712,
+ "loss": 0.6248620517386466,
+ "clean_loss": 0.6217569265560171,
+ "noisy_loss_mean": 0.6258970934661897
+ },
+ {
+ "train_step": 9713,
+ "loss": 0.7002044586016671,
+ "clean_loss": 0.6981138502395079,
+ "noisy_loss_mean": 0.7009013280557203
+ },
+ {
+ "train_step": 9714,
+ "loss": 0.6189093909662455,
+ "clean_loss": 0.6211130900848959,
+ "noisy_loss_mean": 0.6181748245933621
+ },
+ {
+ "train_step": 9715,
+ "loss": 0.5291905825642063,
+ "clean_loss": 0.533240231651367,
+ "noisy_loss_mean": 0.5278406995351526
+ },
+ {
+ "train_step": 9716,
+ "loss": 0.43766244032858204,
+ "clean_loss": 0.44343463154320556,
+ "noisy_loss_mean": 0.4357383765903742
+ },
+ {
+ "train_step": 9717,
+ "loss": 0.5693368639219683,
+ "clean_loss": 0.5717561557644211,
+ "noisy_loss_mean": 0.5685304333078173
+ },
+ {
+ "train_step": 9718,
+ "loss": 0.6395945698652976,
+ "clean_loss": 0.6463914345625615,
+ "noisy_loss_mean": 0.6373289482995429
+ },
+ {
+ "train_step": 9719,
+ "loss": 0.4851541383037536,
+ "clean_loss": 0.4887551232984338,
+ "noisy_loss_mean": 0.48395380997219356
+ },
+ {
+ "train_step": 9720,
+ "loss": 0.6445265527520461,
+ "clean_loss": 0.6533347226516708,
+ "noisy_loss_mean": 0.6415904961188378
+ },
+ {
+ "train_step": 9721,
+ "loss": 0.5741218469442594,
+ "clean_loss": 0.5922188158048782,
+ "noisy_loss_mean": 0.5680895239907198
+ },
+ {
+ "train_step": 9722,
+ "loss": 0.4855883613943329,
+ "clean_loss": 0.4888303451385034,
+ "noisy_loss_mean": 0.4845077001462761
+ },
+ {
+ "train_step": 9723,
+ "loss": 0.6378424076676973,
+ "clean_loss": 0.626353666387677,
+ "noisy_loss_mean": 0.6416719880943708
+ },
+ {
+ "train_step": 9724,
+ "loss": 0.6409377088831612,
+ "clean_loss": 0.6546208375894241,
+ "noisy_loss_mean": 0.6363766659810733
+ },
+ {
+ "train_step": 9725,
+ "loss": 0.5183957497981311,
+ "clean_loss": 0.5131769550895361,
+ "noisy_loss_mean": 0.5201353480343295
+ },
+ {
+ "train_step": 9726,
+ "loss": 0.6136715231861409,
+ "clean_loss": 0.6098649799789998,
+ "noisy_loss_mean": 0.6149403709218545
+ },
+ {
+ "train_step": 9727,
+ "loss": 0.5746909549668742,
+ "clean_loss": 0.5628582436014992,
+ "noisy_loss_mean": 0.578635192088666
+ },
+ {
+ "train_step": 9728,
+ "loss": 0.6784312722352968,
+ "clean_loss": 0.6840248049865779,
+ "noisy_loss_mean": 0.676566761318203
+ },
+ {
+ "train_step": 9729,
+ "loss": 0.5149058440715417,
+ "clean_loss": 0.516289747040665,
+ "noisy_loss_mean": 0.514444543081834
+ },
+ {
+ "train_step": 9730,
+ "loss": 0.4916995388266273,
+ "clean_loss": 0.5029676077301045,
+ "noisy_loss_mean": 0.48794351585880164
+ },
+ {
+ "train_step": 9731,
+ "loss": 0.4971616255843494,
+ "clean_loss": 0.4974344292665692,
+ "noisy_loss_mean": 0.4970706910236095
+ },
+ {
+ "train_step": 9732,
+ "loss": 0.5749135956326756,
+ "clean_loss": 0.5771649588523402,
+ "noisy_loss_mean": 0.5741631412261207
+ },
+ {
+ "train_step": 9733,
+ "loss": 0.6155139342282563,
+ "clean_loss": 0.6145890581537328,
+ "noisy_loss_mean": 0.6158222262530976
+ },
+ {
+ "train_step": 9734,
+ "loss": 0.5456919328119535,
+ "clean_loss": 0.544814974412977,
+ "noisy_loss_mean": 0.545984252278279
+ },
+ {
+ "train_step": 9735,
+ "loss": 0.5981371056971235,
+ "clean_loss": 0.5866508899822882,
+ "noisy_loss_mean": 0.6019658442687353
+ },
+ {
+ "train_step": 9736,
+ "loss": 0.4779059875127811,
+ "clean_loss": 0.46974405720308265,
+ "noisy_loss_mean": 0.48062663094934727
+ },
+ {
+ "train_step": 9737,
+ "loss": 0.6764089870747295,
+ "clean_loss": 0.6645020187968349,
+ "noisy_loss_mean": 0.6803779765006944
+ },
+ {
+ "train_step": 9738,
+ "loss": 0.4842570696667634,
+ "clean_loss": 0.4905992458430908,
+ "noisy_loss_mean": 0.48214301094132095
+ },
+ {
+ "train_step": 9739,
+ "loss": 0.39602591853860625,
+ "clean_loss": 0.39523166924573955,
+ "noisy_loss_mean": 0.3962906683028951
+ },
+ {
+ "train_step": 9740,
+ "loss": 0.8415761097576495,
+ "clean_loss": 0.8432767518100718,
+ "noisy_loss_mean": 0.8410092290735088
+ },
+ {
+ "train_step": 9741,
+ "loss": 0.6478373041670353,
+ "clean_loss": 0.6467893336578612,
+ "noisy_loss_mean": 0.6481866276700933
+ },
+ {
+ "train_step": 9742,
+ "loss": 0.5283818234514854,
+ "clean_loss": 0.5268631906906642,
+ "noisy_loss_mean": 0.5288880343717592
+ },
+ {
+ "train_step": 9743,
+ "loss": 0.43724980058092267,
+ "clean_loss": 0.4309369818777556,
+ "noisy_loss_mean": 0.43935407348197836
+ },
+ {
+ "train_step": 9744,
+ "loss": 0.7514222410445329,
+ "clean_loss": 0.7442357779943145,
+ "noisy_loss_mean": 0.7538177287279391
+ },
+ {
+ "train_step": 9745,
+ "loss": 0.6680608312253447,
+ "clean_loss": 0.6672401424248755,
+ "noisy_loss_mean": 0.6683343941588343
+ },
+ {
+ "train_step": 9746,
+ "loss": 0.6715806190243906,
+ "clean_loss": 0.6730813814100165,
+ "noisy_loss_mean": 0.6710803648958487
+ },
+ {
+ "train_step": 9747,
+ "loss": 0.5051571784413619,
+ "clean_loss": 0.501224381126105,
+ "noisy_loss_mean": 0.5064681108797809
+ },
+ {
+ "train_step": 9748,
+ "loss": 0.5060829423328999,
+ "clean_loss": 0.5087422840587297,
+ "noisy_loss_mean": 0.5051964950909565
+ },
+ {
+ "train_step": 9749,
+ "loss": 0.5547553499445275,
+ "clean_loss": 0.5562088417150224,
+ "noisy_loss_mean": 0.5542708526876959
+ },
+ {
+ "train_step": 9750,
+ "loss": 0.6700031248760476,
+ "clean_loss": 0.6672289637935138,
+ "noisy_loss_mean": 0.6709278452368922
+ },
+ {
+ "train_step": 9751,
+ "loss": 0.530868989891151,
+ "clean_loss": 0.5445520245011057,
+ "noisy_loss_mean": 0.5263079783544996
+ },
+ {
+ "train_step": 9752,
+ "loss": 0.6169846981121937,
+ "clean_loss": 0.6217313295990365,
+ "noisy_loss_mean": 0.6154024876165795
+ },
+ {
+ "train_step": 9753,
+ "loss": 0.521434055945194,
+ "clean_loss": 0.5126558548284788,
+ "noisy_loss_mean": 0.5243601229840991
+ },
+ {
+ "train_step": 9754,
+ "loss": 0.6605320374744639,
+ "clean_loss": 0.6745535318164168,
+ "noisy_loss_mean": 0.6558582060271463
+ },
+ {
+ "train_step": 9755,
+ "loss": 0.5971487945092349,
+ "clean_loss": 0.5897772848742029,
+ "noisy_loss_mean": 0.5996059643875787
+ },
+ {
+ "train_step": 9756,
+ "loss": 0.6842542458564732,
+ "clean_loss": 0.676569597826341,
+ "noisy_loss_mean": 0.6868157951998506
+ },
+ {
+ "train_step": 9757,
+ "loss": 0.4630058430198959,
+ "clean_loss": 0.4686293134119774,
+ "noisy_loss_mean": 0.46113135288920204
+ },
+ {
+ "train_step": 9758,
+ "loss": 0.5989284251620519,
+ "clean_loss": 0.5964889761158926,
+ "noisy_loss_mean": 0.5997415748441051
+ },
+ {
+ "train_step": 9759,
+ "loss": 0.5831017813495715,
+ "clean_loss": 0.5785546377278938,
+ "noisy_loss_mean": 0.5846174958901307
+ },
+ {
+ "train_step": 9760,
+ "loss": 0.6364410466915618,
+ "clean_loss": 0.6358758521006685,
+ "noisy_loss_mean": 0.6366294448885261
+ },
+ {
+ "train_step": 9761,
+ "loss": 0.5861207144546914,
+ "clean_loss": 0.5719908435050918,
+ "noisy_loss_mean": 0.5908306714378914
+ },
+ {
+ "train_step": 9762,
+ "loss": 0.438338090669999,
+ "clean_loss": 0.4322237579538473,
+ "noisy_loss_mean": 0.44037620157538293
+ },
+ {
+ "train_step": 9763,
+ "loss": 0.562934884320462,
+ "clean_loss": 0.5612059993619484,
+ "noisy_loss_mean": 0.5635111793066332
+ },
+ {
+ "train_step": 9764,
+ "loss": 0.6640198737829117,
+ "clean_loss": 0.6463650133502281,
+ "noisy_loss_mean": 0.669904827260473
+ },
+ {
+ "train_step": 9765,
+ "loss": 0.7783814560850402,
+ "clean_loss": 0.7793311706155622,
+ "noisy_loss_mean": 0.778064884574866
+ },
+ {
+ "train_step": 9766,
+ "loss": 0.7131444807430238,
+ "clean_loss": 0.7068620407848099,
+ "noisy_loss_mean": 0.7152386273957618
+ },
+ {
+ "train_step": 9767,
+ "loss": 0.6045182563391063,
+ "clean_loss": 0.6051564815336075,
+ "noisy_loss_mean": 0.6043055146076058
+ },
+ {
+ "train_step": 9768,
+ "loss": 0.4126337330943778,
+ "clean_loss": 0.415091906911785,
+ "noisy_loss_mean": 0.4118143418219087
+ },
+ {
+ "train_step": 9769,
+ "loss": 0.5251566448988831,
+ "clean_loss": 0.520809115991339,
+ "noisy_loss_mean": 0.526605821201398
+ },
+ {
+ "train_step": 9770,
+ "loss": 0.5869968181194347,
+ "clean_loss": 0.5968385613860835,
+ "noisy_loss_mean": 0.5837162370305518
+ },
+ {
+ "train_step": 9771,
+ "loss": 0.5041130504660594,
+ "clean_loss": 0.5098597414843202,
+ "noisy_loss_mean": 0.5021974867933056
+ },
+ {
+ "train_step": 9772,
+ "loss": 0.44064653412517846,
+ "clean_loss": 0.45176328953793427,
+ "noisy_loss_mean": 0.4369409489875932
+ },
+ {
+ "train_step": 9773,
+ "loss": 0.5188635639079182,
+ "clean_loss": 0.5179000476131823,
+ "noisy_loss_mean": 0.5191847360061635
+ },
+ {
+ "train_step": 9774,
+ "loss": 0.6484187592087279,
+ "clean_loss": 0.6581334394496029,
+ "noisy_loss_mean": 0.6451805324617695
+ },
+ {
+ "train_step": 9775,
+ "loss": 0.41532995054866484,
+ "clean_loss": 0.42603397295518214,
+ "noisy_loss_mean": 0.4117619430798258
+ },
+ {
+ "train_step": 9776,
+ "loss": 0.5828576398802031,
+ "clean_loss": 0.5987319152258227,
+ "noisy_loss_mean": 0.5775662147649966
+ },
+ {
+ "train_step": 9777,
+ "loss": 0.5719409363719894,
+ "clean_loss": 0.5721825891953589,
+ "noisy_loss_mean": 0.571860385430866
+ },
+ {
+ "train_step": 9778,
+ "loss": 0.5295166928097582,
+ "clean_loss": 0.5090716705284635,
+ "noisy_loss_mean": 0.5363317002368565
+ },
+ {
+ "train_step": 9779,
+ "loss": 0.4829898129031962,
+ "clean_loss": 0.4771063862099406,
+ "noisy_loss_mean": 0.48495095513428144
+ },
+ {
+ "train_step": 9780,
+ "loss": 0.5572846249124357,
+ "clean_loss": 0.576742219805462,
+ "noisy_loss_mean": 0.5507987599480937
+ },
+ {
+ "train_step": 9781,
+ "loss": 0.483923310908307,
+ "clean_loss": 0.480487856983894,
+ "noisy_loss_mean": 0.4850684622164447
+ },
+ {
+ "train_step": 9782,
+ "loss": 0.5332613764335022,
+ "clean_loss": 0.536442940523927,
+ "noisy_loss_mean": 0.5322008550700273
+ },
+ {
+ "train_step": 9783,
+ "loss": 0.6164991961278681,
+ "clean_loss": 0.6201337824211159,
+ "noisy_loss_mean": 0.6152876673634523
+ },
+ {
+ "train_step": 9784,
+ "loss": 0.7376999967382758,
+ "clean_loss": 0.7641265410806789,
+ "noisy_loss_mean": 0.7288911486241415
+ },
+ {
+ "train_step": 9785,
+ "loss": 0.5937078340778557,
+ "clean_loss": 0.5798465610701655,
+ "noisy_loss_mean": 0.5983282584137523
+ },
+ {
+ "train_step": 9786,
+ "loss": 0.7588470318648488,
+ "clean_loss": 0.7371050716105721,
+ "noisy_loss_mean": 0.7660943519496076
+ },
+ {
+ "train_step": 9787,
+ "loss": 0.7188852198655247,
+ "clean_loss": 0.7059888980583794,
+ "noisy_loss_mean": 0.7231839938012398
+ },
+ {
+ "train_step": 9788,
+ "loss": 0.5347709491731888,
+ "clean_loss": 0.5399197555346458,
+ "noisy_loss_mean": 0.5330546803860364
+ },
+ {
+ "train_step": 9789,
+ "loss": 0.4625297475423672,
+ "clean_loss": 0.47110469303841584,
+ "noisy_loss_mean": 0.45967143237701763
+ },
+ {
+ "train_step": 9790,
+ "loss": 0.4945796222994552,
+ "clean_loss": 0.5015467161286075,
+ "noisy_loss_mean": 0.49225725768973777
+ },
+ {
+ "train_step": 9791,
+ "loss": 0.6807400855277835,
+ "clean_loss": 0.6783591676171347,
+ "noisy_loss_mean": 0.6815337248313331
+ },
+ {
+ "train_step": 9792,
+ "loss": 0.7120399913892057,
+ "clean_loss": 0.7172784415859477,
+ "noisy_loss_mean": 0.7102938413236252
+ },
+ {
+ "train_step": 9793,
+ "loss": 0.42870805076396495,
+ "clean_loss": 0.409993215209089,
+ "noisy_loss_mean": 0.4349463292822569
+ },
+ {
+ "train_step": 9794,
+ "loss": 0.4086215976710874,
+ "clean_loss": 0.3877812005777911,
+ "noisy_loss_mean": 0.4155683967021862
+ },
+ {
+ "train_step": 9795,
+ "loss": 0.7679694980589467,
+ "clean_loss": 0.7861080982544859,
+ "noisy_loss_mean": 0.7619232979937669
+ },
+ {
+ "train_step": 9796,
+ "loss": 0.5380179380322505,
+ "clean_loss": 0.5331545105620524,
+ "noisy_loss_mean": 0.5396390805223165
+ },
+ {
+ "train_step": 9797,
+ "loss": 0.31563991189237317,
+ "clean_loss": 0.3144903078805591,
+ "noisy_loss_mean": 0.31602311322964455
+ },
+ {
+ "train_step": 9798,
+ "loss": 0.6209791031655234,
+ "clean_loss": 0.6217085104169894,
+ "noisy_loss_mean": 0.6207359674150349
+ },
+ {
+ "train_step": 9799,
+ "loss": 0.495011531995299,
+ "clean_loss": 0.4958169144612748,
+ "noisy_loss_mean": 0.4947430711733071
+ },
+ {
+ "train_step": 9800,
+ "loss": 0.6156844517055764,
+ "clean_loss": 0.6146149203182047,
+ "noisy_loss_mean": 0.6160409621680335
+ },
+ {
+ "train_step": 9801,
+ "loss": 0.5603946785347182,
+ "clean_loss": 0.544236198024701,
+ "noisy_loss_mean": 0.5657808387047241
+ },
+ {
+ "train_step": 9802,
+ "loss": 0.6303515498203678,
+ "clean_loss": 0.6154498420108404,
+ "noisy_loss_mean": 0.635318785756877
+ },
+ {
+ "train_step": 9803,
+ "loss": 0.48298479126982913,
+ "clean_loss": 0.4811332995002586,
+ "noisy_loss_mean": 0.4836019551930193
+ },
+ {
+ "train_step": 9804,
+ "loss": 0.4395740002716161,
+ "clean_loss": 0.4456685891446588,
+ "noisy_loss_mean": 0.43754247064726853
+ },
+ {
+ "train_step": 9805,
+ "loss": 0.8102530367749048,
+ "clean_loss": 0.8098857471335161,
+ "noisy_loss_mean": 0.8103754666553676
+ },
+ {
+ "train_step": 9806,
+ "loss": 0.6799482195414676,
+ "clean_loss": 0.6755361500872167,
+ "noisy_loss_mean": 0.6814189093595512
+ },
+ {
+ "train_step": 9807,
+ "loss": 0.5063020074121196,
+ "clean_loss": 0.5169408897047422,
+ "noisy_loss_mean": 0.5027557133145787
+ },
+ {
+ "train_step": 9808,
+ "loss": 0.5780480672556005,
+ "clean_loss": 0.578390660026185,
+ "noisy_loss_mean": 0.5779338696654057
+ },
+ {
+ "train_step": 9809,
+ "loss": 0.4094947085122951,
+ "clean_loss": 0.4099635556680277,
+ "noisy_loss_mean": 0.4093384261270508
+ },
+ {
+ "train_step": 9810,
+ "loss": 0.5654734842340191,
+ "clean_loss": 0.5664739826093583,
+ "noisy_loss_mean": 0.5651399847755728
+ },
+ {
+ "train_step": 9811,
+ "loss": 0.7355103293012997,
+ "clean_loss": 0.7288417852197908,
+ "noisy_loss_mean": 0.7377331773284693
+ },
+ {
+ "train_step": 9812,
+ "loss": 0.48458686162848785,
+ "clean_loss": 0.47939412954277133,
+ "noisy_loss_mean": 0.4863177723237267
+ },
+ {
+ "train_step": 9813,
+ "loss": 0.5524057427423932,
+ "clean_loss": 0.5237510456681542,
+ "noisy_loss_mean": 0.5619573084338062
+ },
+ {
+ "train_step": 9814,
+ "loss": 0.543153776737221,
+ "clean_loss": 0.5513358592482476,
+ "noisy_loss_mean": 0.540426415900212
+ },
+ {
+ "train_step": 9815,
+ "loss": 0.513061872378051,
+ "clean_loss": 0.5064888722243103,
+ "noisy_loss_mean": 0.5152528724292978
+ },
+ {
+ "train_step": 9816,
+ "loss": 0.6614242387492847,
+ "clean_loss": 0.6643990303166948,
+ "noisy_loss_mean": 0.6604326415601479
+ },
+ {
+ "train_step": 9817,
+ "loss": 0.6190198716600743,
+ "clean_loss": 0.6290643533938112,
+ "noisy_loss_mean": 0.615671711082162
+ },
+ {
+ "train_step": 9818,
+ "loss": 0.45621605697459605,
+ "clean_loss": 0.4532108738516659,
+ "noisy_loss_mean": 0.45721778468223945
+ },
+ {
+ "train_step": 9819,
+ "loss": 0.5226085356016206,
+ "clean_loss": 0.5256510069142383,
+ "noisy_loss_mean": 0.5215943784974147
+ },
+ {
+ "train_step": 9820,
+ "loss": 0.7019323546849066,
+ "clean_loss": 0.6957236226804108,
+ "noisy_loss_mean": 0.7040019320197385
+ },
+ {
+ "train_step": 9821,
+ "loss": 0.603050629005955,
+ "clean_loss": 0.6091445246005454,
+ "noisy_loss_mean": 0.6010193304744248
+ },
+ {
+ "train_step": 9822,
+ "loss": 0.4687539000399068,
+ "clean_loss": 0.4713963383988075,
+ "noisy_loss_mean": 0.46787308725360655
+ },
+ {
+ "train_step": 9823,
+ "loss": 0.5674532988975949,
+ "clean_loss": 0.544219304136001,
+ "noisy_loss_mean": 0.5751979638181263
+ },
+ {
+ "train_step": 9824,
+ "loss": 0.7035499585996812,
+ "clean_loss": 0.6917698783709036,
+ "noisy_loss_mean": 0.7074766520092736
+ },
+ {
+ "train_step": 9825,
+ "loss": 0.536489038825234,
+ "clean_loss": 0.5210099857326494,
+ "noisy_loss_mean": 0.5416487231894288
+ },
+ {
+ "train_step": 9826,
+ "loss": 0.5004844394715678,
+ "clean_loss": 0.5006635316170556,
+ "noisy_loss_mean": 0.5004247420897386
+ },
+ {
+ "train_step": 9827,
+ "loss": 0.6735887071694306,
+ "clean_loss": 0.6851704460506617,
+ "noisy_loss_mean": 0.6697281275423537
+ },
+ {
+ "train_step": 9828,
+ "loss": 0.5558705667091977,
+ "clean_loss": 0.5601298360709164,
+ "noisy_loss_mean": 0.5544508102552914
+ },
+ {
+ "train_step": 9829,
+ "loss": 0.5881682924154428,
+ "clean_loss": 0.6109195082853047,
+ "noisy_loss_mean": 0.5805845537921556
+ },
+ {
+ "train_step": 9830,
+ "loss": 0.4386285162524778,
+ "clean_loss": 0.42566526006403443,
+ "noisy_loss_mean": 0.4429496016486256
+ },
+ {
+ "train_step": 9831,
+ "loss": 0.6851846124063673,
+ "clean_loss": 0.6877782436842843,
+ "noisy_loss_mean": 0.6843200686470615
+ },
+ {
+ "train_step": 9832,
+ "loss": 0.5208598208652474,
+ "clean_loss": 0.5144913611268367,
+ "noisy_loss_mean": 0.5229826407780509
+ },
+ {
+ "train_step": 9833,
+ "loss": 0.5670591160539473,
+ "clean_loss": 0.578564610420277,
+ "noisy_loss_mean": 0.5632239512651709
+ },
+ {
+ "train_step": 9834,
+ "loss": 0.5609760235150723,
+ "clean_loss": 0.5680020498018755,
+ "noisy_loss_mean": 0.5586340147528045
+ },
+ {
+ "train_step": 9835,
+ "loss": 0.4982250014521338,
+ "clean_loss": 0.4930478045268203,
+ "noisy_loss_mean": 0.4999507337605717
+ },
+ {
+ "train_step": 9836,
+ "loss": 0.5515301901736284,
+ "clean_loss": 0.5484192526745235,
+ "noisy_loss_mean": 0.5525671693399966
+ },
+ {
+ "train_step": 9837,
+ "loss": 0.4352500241471273,
+ "clean_loss": 0.43048509485055925,
+ "noisy_loss_mean": 0.43683833391265003
+ },
+ {
+ "train_step": 9838,
+ "loss": 0.5344357644012001,
+ "clean_loss": 0.5386479203630921,
+ "noisy_loss_mean": 0.5330317124139027
+ },
+ {
+ "train_step": 9839,
+ "loss": 0.4096693641317469,
+ "clean_loss": 0.3907243558755454,
+ "noisy_loss_mean": 0.4159843668838141
+ },
+ {
+ "train_step": 9840,
+ "loss": 0.45890859780575516,
+ "clean_loss": 0.4471244469280468,
+ "noisy_loss_mean": 0.46283664809832464
+ },
+ {
+ "train_step": 9841,
+ "loss": 0.43191575087348894,
+ "clean_loss": 0.4372283718122896,
+ "noisy_loss_mean": 0.430144877227222
+ },
+ {
+ "train_step": 9842,
+ "loss": 0.741984470811329,
+ "clean_loss": 0.7194005974945876,
+ "noisy_loss_mean": 0.7495124285835763
+ },
+ {
+ "train_step": 9843,
+ "loss": 0.6374731700579341,
+ "clean_loss": 0.6082504904248528,
+ "noisy_loss_mean": 0.6472140632689611
+ },
+ {
+ "train_step": 9844,
+ "loss": 0.44889821400091945,
+ "clean_loss": 0.4109310371784263,
+ "noisy_loss_mean": 0.4615539396084172
+ },
+ {
+ "train_step": 9845,
+ "loss": 0.9755342760254766,
+ "clean_loss": 0.9842135753367375,
+ "noisy_loss_mean": 0.9726411762550562
+ },
+ {
+ "train_step": 9846,
+ "loss": 0.4963787603340237,
+ "clean_loss": 0.5041824827843736,
+ "noisy_loss_mean": 0.49377751951724047
+ },
+ {
+ "train_step": 9847,
+ "loss": 0.614976246175347,
+ "clean_loss": 0.6242254744665757,
+ "noisy_loss_mean": 0.6118931700782706
+ },
+ {
+ "train_step": 9848,
+ "loss": 0.570556519995898,
+ "clean_loss": 0.5875625881083072,
+ "noisy_loss_mean": 0.5648878306250947
+ },
+ {
+ "train_step": 9849,
+ "loss": 0.6563468460506047,
+ "clean_loss": 0.6478436339553049,
+ "noisy_loss_mean": 0.6591812500823713
+ },
+ {
+ "train_step": 9850,
+ "loss": 0.6173193084533928,
+ "clean_loss": 0.6130161226716334,
+ "noisy_loss_mean": 0.6187537037139793
+ },
+ {
+ "train_step": 9851,
+ "loss": 0.5989746509007041,
+ "clean_loss": 0.5971317627121215,
+ "noisy_loss_mean": 0.599588946963565
+ },
+ {
+ "train_step": 9852,
+ "loss": 0.6735368735118014,
+ "clean_loss": 0.6621198286141501,
+ "noisy_loss_mean": 0.6773425551443518
+ },
+ {
+ "train_step": 9853,
+ "loss": 0.446481340438858,
+ "clean_loss": 0.4531178209487337,
+ "noisy_loss_mean": 0.44426918026889944
+ },
+ {
+ "train_step": 9854,
+ "loss": 0.5977664011660762,
+ "clean_loss": 0.6060528238668001,
+ "noisy_loss_mean": 0.5950042602658349
+ },
+ {
+ "train_step": 9855,
+ "loss": 0.5180241759183251,
+ "clean_loss": 0.5108626380611876,
+ "noisy_loss_mean": 0.5204113552040375
+ },
+ {
+ "train_step": 9856,
+ "loss": 0.5974522389615446,
+ "clean_loss": 0.583293617925604,
+ "noisy_loss_mean": 0.6021717793068582
+ },
+ {
+ "train_step": 9857,
+ "loss": 0.6973530825650986,
+ "clean_loss": 0.6877471084333182,
+ "noisy_loss_mean": 0.7005550739423588
+ },
+ {
+ "train_step": 9858,
+ "loss": 0.45401786219902485,
+ "clean_loss": 0.45277804162735896,
+ "noisy_loss_mean": 0.45443113572291344
+ },
+ {
+ "train_step": 9859,
+ "loss": 0.5501423519059987,
+ "clean_loss": 0.5536387214038512,
+ "noisy_loss_mean": 0.5489768954067145
+ },
+ {
+ "train_step": 9860,
+ "loss": 0.41482699349765983,
+ "clean_loss": 0.42101688508334617,
+ "noisy_loss_mean": 0.41276369630243104
+ },
+ {
+ "train_step": 9861,
+ "loss": 0.7018283111640798,
+ "clean_loss": 0.7132773088618249,
+ "noisy_loss_mean": 0.6980119785981648
+ },
+ {
+ "train_step": 9862,
+ "loss": 0.7711899233744819,
+ "clean_loss": 0.7741585305113344,
+ "noisy_loss_mean": 0.7702003876621978
+ },
+ {
+ "train_step": 9863,
+ "loss": 0.6220190563463992,
+ "clean_loss": 0.6318276105743006,
+ "noisy_loss_mean": 0.6187495382704321
+ },
+ {
+ "train_step": 9864,
+ "loss": 0.66768414549442,
+ "clean_loss": 0.6570388366517809,
+ "noisy_loss_mean": 0.6712325817752997
+ },
+ {
+ "train_step": 9865,
+ "loss": 0.574342613661341,
+ "clean_loss": 0.5894645052767096,
+ "noisy_loss_mean": 0.5693019831228847
+ },
+ {
+ "train_step": 9866,
+ "loss": 0.4137237390402313,
+ "clean_loss": 0.40915005278384614,
+ "noisy_loss_mean": 0.41524830112569305
+ },
+ {
+ "train_step": 9867,
+ "loss": 0.5850204334252649,
+ "clean_loss": 0.5790532142638004,
+ "noisy_loss_mean": 0.5870095064790865
+ },
+ {
+ "train_step": 9868,
+ "loss": 0.9057720920518968,
+ "clean_loss": 0.8688873312856266,
+ "noisy_loss_mean": 0.9180670123073202
+ },
+ {
+ "train_step": 9869,
+ "loss": 0.6309645854539198,
+ "clean_loss": 0.6392250163058869,
+ "noisy_loss_mean": 0.628211108503264
+ },
+ {
+ "train_step": 9870,
+ "loss": 0.7162757456663558,
+ "clean_loss": 0.7124700283665538,
+ "noisy_loss_mean": 0.7175443180996232
+ },
+ {
+ "train_step": 9871,
+ "loss": 0.5597502638906406,
+ "clean_loss": 0.5615757005971754,
+ "noisy_loss_mean": 0.5591417849884623
+ },
+ {
+ "train_step": 9872,
+ "loss": 0.5108539774855659,
+ "clean_loss": 0.5151375009779999,
+ "noisy_loss_mean": 0.5094261363214213
+ },
+ {
+ "train_step": 9873,
+ "loss": 0.5363750137133758,
+ "clean_loss": 0.5347991856296999,
+ "noisy_loss_mean": 0.5369002897412679
+ },
+ {
+ "train_step": 9874,
+ "loss": 0.5937560210019586,
+ "clean_loss": 0.5812526498861409,
+ "noisy_loss_mean": 0.5979238113738977
+ },
+ {
+ "train_step": 9875,
+ "loss": 0.4316509584702777,
+ "clean_loss": 0.4288135291615018,
+ "noisy_loss_mean": 0.4325967682398697
+ },
+ {
+ "train_step": 9876,
+ "loss": 0.5566874344450262,
+ "clean_loss": 0.5553340522967204,
+ "noisy_loss_mean": 0.5571385618277948
+ },
+ {
+ "train_step": 9877,
+ "loss": 0.6175425596734592,
+ "clean_loss": 0.6494295002815662,
+ "noisy_loss_mean": 0.6069135794707567
+ },
+ {
+ "train_step": 9878,
+ "loss": 0.6752787183964295,
+ "clean_loss": 0.6613871597753249,
+ "noisy_loss_mean": 0.6799092379367976
+ },
+ {
+ "train_step": 9879,
+ "loss": 0.6788410366913764,
+ "clean_loss": 0.6856551528832185,
+ "noisy_loss_mean": 0.6765696646274292
+ },
+ {
+ "train_step": 9880,
+ "loss": 0.7122290235073239,
+ "clean_loss": 0.6997699611827392,
+ "noisy_loss_mean": 0.7163820442821853
+ },
+ {
+ "train_step": 9881,
+ "loss": 0.5559143683002344,
+ "clean_loss": 0.5448155966879245,
+ "noisy_loss_mean": 0.5596139588376711
+ },
+ {
+ "train_step": 9882,
+ "loss": 0.6221939947461412,
+ "clean_loss": 0.6215512415684039,
+ "noisy_loss_mean": 0.6224082458053869
+ },
+ {
+ "train_step": 9883,
+ "loss": 0.5777396287208842,
+ "clean_loss": 0.5821813541052923,
+ "noisy_loss_mean": 0.5762590535927483
+ },
+ {
+ "train_step": 9884,
+ "loss": 0.746911198715164,
+ "clean_loss": 0.7519106537858795,
+ "noisy_loss_mean": 0.7452447136915921
+ },
+ {
+ "train_step": 9885,
+ "loss": 0.4958905551914885,
+ "clean_loss": 0.5018980097907579,
+ "noisy_loss_mean": 0.4938880703250654
+ },
+ {
+ "train_step": 9886,
+ "loss": 0.5410398534150906,
+ "clean_loss": 0.540190128212279,
+ "noisy_loss_mean": 0.5413230951493612
+ },
+ {
+ "train_step": 9887,
+ "loss": 0.4521315198803192,
+ "clean_loss": 0.4545535444411277,
+ "noisy_loss_mean": 0.4513241783600496
+ },
+ {
+ "train_step": 9888,
+ "loss": 0.5898780670452267,
+ "clean_loss": 0.5938381867574684,
+ "noisy_loss_mean": 0.5885580271411462
+ },
+ {
+ "train_step": 9889,
+ "loss": 0.41138413860614553,
+ "clean_loss": 0.41688501258689614,
+ "noisy_loss_mean": 0.4095505139458953
+ },
+ {
+ "train_step": 9890,
+ "loss": 0.39023034497777076,
+ "clean_loss": 0.39003179547774586,
+ "noisy_loss_mean": 0.3902965281444457
+ },
+ {
+ "train_step": 9891,
+ "loss": 0.6745673954787966,
+ "clean_loss": 0.6504269001985807,
+ "noisy_loss_mean": 0.6826142272388687
+ },
+ {
+ "train_step": 9892,
+ "loss": 0.6017987042887911,
+ "clean_loss": 0.6275053072095688,
+ "noisy_loss_mean": 0.5932298366485319
+ },
+ {
+ "train_step": 9893,
+ "loss": 0.6559087286768815,
+ "clean_loss": 0.6832377434094158,
+ "noisy_loss_mean": 0.6467990570993701
+ },
+ {
+ "train_step": 9894,
+ "loss": 0.4340909034234097,
+ "clean_loss": 0.4311685726401405,
+ "noisy_loss_mean": 0.4350650136844995
+ },
+ {
+ "train_step": 9895,
+ "loss": 0.5106218290605342,
+ "clean_loss": 0.5101733202961872,
+ "noisy_loss_mean": 0.5107713319819832
+ },
+ {
+ "train_step": 9896,
+ "loss": 0.7013072784962939,
+ "clean_loss": 0.7065449310187684,
+ "noisy_loss_mean": 0.6995613943221359
+ },
+ {
+ "train_step": 9897,
+ "loss": 0.4434434736126087,
+ "clean_loss": 0.4538283818864549,
+ "noisy_loss_mean": 0.43998183752132664
+ },
+ {
+ "train_step": 9898,
+ "loss": 0.5015752515322205,
+ "clean_loss": 0.5047650781247918,
+ "noisy_loss_mean": 0.5005119760013633
+ },
+ {
+ "train_step": 9899,
+ "loss": 0.62388108114962,
+ "clean_loss": 0.6311960707830514,
+ "noisy_loss_mean": 0.6214427512718096
+ },
+ {
+ "train_step": 9900,
+ "loss": 0.46780665606517946,
+ "clean_loss": 0.4669326537873863,
+ "noisy_loss_mean": 0.46809799015777714
+ },
+ {
+ "train_step": 9901,
+ "loss": 0.667382240445362,
+ "clean_loss": 0.670208278256295,
+ "noisy_loss_mean": 0.6664402278417176
+ },
+ {
+ "train_step": 9902,
+ "loss": 0.47975901480952854,
+ "clean_loss": 0.4814434760775677,
+ "noisy_loss_mean": 0.4791975277201821
+ },
+ {
+ "train_step": 9903,
+ "loss": 0.40823777861858906,
+ "clean_loss": 0.4160660887039885,
+ "noisy_loss_mean": 0.40562834192345587
+ },
+ {
+ "train_step": 9904,
+ "loss": 0.6722230525404393,
+ "clean_loss": 0.6739470231030851,
+ "noisy_loss_mean": 0.671648395686224
+ },
+ {
+ "train_step": 9905,
+ "loss": 0.5072242349526456,
+ "clean_loss": 0.5026143544183375,
+ "noisy_loss_mean": 0.508760861797415
+ },
+ {
+ "train_step": 9906,
+ "loss": 0.6046487851684548,
+ "clean_loss": 0.6027947736145166,
+ "noisy_loss_mean": 0.6052667890197675
+ },
+ {
+ "train_step": 9907,
+ "loss": 0.6176103296940914,
+ "clean_loss": 0.6331412872175923,
+ "noisy_loss_mean": 0.6124333438529243
+ },
+ {
+ "train_step": 9908,
+ "loss": 0.522578756382446,
+ "clean_loss": 0.5286085232960327,
+ "noisy_loss_mean": 0.5205688340779172
+ },
+ {
+ "train_step": 9909,
+ "loss": 0.6610256378323085,
+ "clean_loss": 0.6652556275695873,
+ "noisy_loss_mean": 0.6596156412532156
+ },
+ {
+ "train_step": 9910,
+ "loss": 0.42405844895062217,
+ "clean_loss": 0.42561125351647733,
+ "noisy_loss_mean": 0.4235408474286704
+ },
+ {
+ "train_step": 9911,
+ "loss": 0.44259089253838396,
+ "clean_loss": 0.4264178145948731,
+ "noisy_loss_mean": 0.4479819185195542
+ },
+ {
+ "train_step": 9912,
+ "loss": 0.4700075044924425,
+ "clean_loss": 0.4610624394927928,
+ "noisy_loss_mean": 0.4729891928256591
+ },
+ {
+ "train_step": 9913,
+ "loss": 0.5712532106270471,
+ "clean_loss": 0.5851945506317828,
+ "noisy_loss_mean": 0.5666060972921352
+ },
+ {
+ "train_step": 9914,
+ "loss": 0.6258714965298123,
+ "clean_loss": 0.6257253754861287,
+ "noisy_loss_mean": 0.6259202035443736
+ },
+ {
+ "train_step": 9915,
+ "loss": 0.47839768992492876,
+ "clean_loss": 0.4899114885065842,
+ "noisy_loss_mean": 0.474559757064377
+ },
+ {
+ "train_step": 9916,
+ "loss": 0.7085232759236135,
+ "clean_loss": 0.7039474001127733,
+ "noisy_loss_mean": 0.7100485678605603
+ },
+ {
+ "train_step": 9917,
+ "loss": 0.6914279534444512,
+ "clean_loss": 0.6828014589032442,
+ "noisy_loss_mean": 0.6943034516248535
+ },
+ {
+ "train_step": 9918,
+ "loss": 0.4806073778271451,
+ "clean_loss": 0.48544411693582057,
+ "noisy_loss_mean": 0.4789951314575866
+ },
+ {
+ "train_step": 9919,
+ "loss": 0.6860788053621276,
+ "clean_loss": 0.6879314604391397,
+ "noisy_loss_mean": 0.6854612536697903
+ },
+ {
+ "train_step": 9920,
+ "loss": 0.49206149355791123,
+ "clean_loss": 0.48272158632862044,
+ "noisy_loss_mean": 0.49517479596767483
+ },
+ {
+ "train_step": 9921,
+ "loss": 0.6822446039425731,
+ "clean_loss": 0.6889042989533097,
+ "noisy_loss_mean": 0.680024705605661
+ },
+ {
+ "train_step": 9922,
+ "loss": 0.6896149095351543,
+ "clean_loss": 0.6879525070377426,
+ "noisy_loss_mean": 0.6901690437009581
+ },
+ {
+ "train_step": 9923,
+ "loss": 0.6221628235029566,
+ "clean_loss": 0.6284108213466687,
+ "noisy_loss_mean": 0.6200801575550524
+ },
+ {
+ "train_step": 9924,
+ "loss": 0.5031407513751414,
+ "clean_loss": 0.5191092353361308,
+ "noisy_loss_mean": 0.497817923388145
+ },
+ {
+ "train_step": 9925,
+ "loss": 0.4378802031549504,
+ "clean_loss": 0.45517287143838064,
+ "noisy_loss_mean": 0.432115980393807
+ },
+ {
+ "train_step": 9926,
+ "loss": 0.29038203432453025,
+ "clean_loss": 0.30241832435770527,
+ "noisy_loss_mean": 0.2863699376468052
+ },
+ {
+ "train_step": 9927,
+ "loss": 0.6194201070830567,
+ "clean_loss": 0.6146173828498762,
+ "noisy_loss_mean": 0.6210210151607836
+ },
+ {
+ "train_step": 9928,
+ "loss": 0.5475847759021404,
+ "clean_loss": 0.5350708785019057,
+ "noisy_loss_mean": 0.5517560750355518
+ },
+ {
+ "train_step": 9929,
+ "loss": 0.5312456477660473,
+ "clean_loss": 0.5277674698239956,
+ "noisy_loss_mean": 0.532405040413398
+ },
+ {
+ "train_step": 9930,
+ "loss": 0.5372065128939064,
+ "clean_loss": 0.5302834802099916,
+ "noisy_loss_mean": 0.5395141904552113
+ },
+ {
+ "train_step": 9931,
+ "loss": 0.5331431652798562,
+ "clean_loss": 0.5175971392627161,
+ "noisy_loss_mean": 0.5383251739522361
+ },
+ {
+ "train_step": 9932,
+ "loss": 0.6467667951334208,
+ "clean_loss": 0.645770032566141,
+ "noisy_loss_mean": 0.6470990493225142
+ },
+ {
+ "train_step": 9933,
+ "loss": 0.5373729984338667,
+ "clean_loss": 0.5371366477271579,
+ "noisy_loss_mean": 0.5374517820027696
+ },
+ {
+ "train_step": 9934,
+ "loss": 0.42477682591039356,
+ "clean_loss": 0.4223621710428995,
+ "noisy_loss_mean": 0.4255817108662249
+ },
+ {
+ "train_step": 9935,
+ "loss": 0.4100735698196257,
+ "clean_loss": 0.40903779759737297,
+ "noisy_loss_mean": 0.4104188272270433
+ },
+ {
+ "train_step": 9936,
+ "loss": 0.46711730320005107,
+ "clean_loss": 0.47446492166774373,
+ "noisy_loss_mean": 0.4646680970441535
+ },
+ {
+ "train_step": 9937,
+ "loss": 0.4972893949816685,
+ "clean_loss": 0.49947378228429595,
+ "noisy_loss_mean": 0.49656126588079275
+ },
+ {
+ "train_step": 9938,
+ "loss": 0.5800422469319361,
+ "clean_loss": 0.5812855803341825,
+ "noisy_loss_mean": 0.5796278024645205
+ },
+ {
+ "train_step": 9939,
+ "loss": 0.7734712053577133,
+ "clean_loss": 0.7804448091766004,
+ "noisy_loss_mean": 0.7711466707514175
+ },
+ {
+ "train_step": 9940,
+ "loss": 0.564293560678686,
+ "clean_loss": 0.566932521675396,
+ "noisy_loss_mean": 0.5634139070131159
+ },
+ {
+ "train_step": 9941,
+ "loss": 0.6515532013602441,
+ "clean_loss": 0.6612358846708147,
+ "noisy_loss_mean": 0.6483256402567207
+ },
+ {
+ "train_step": 9942,
+ "loss": 0.49163519318849846,
+ "clean_loss": 0.48369971427925806,
+ "noisy_loss_mean": 0.49428035282491195
+ },
+ {
+ "train_step": 9943,
+ "loss": 0.5122448916104296,
+ "clean_loss": 0.5160756451222812,
+ "noisy_loss_mean": 0.5109679737731457
+ },
+ {
+ "train_step": 9944,
+ "loss": 0.49549607919926003,
+ "clean_loss": 0.4874893753444032,
+ "noisy_loss_mean": 0.49816498048421237
+ },
+ {
+ "train_step": 9945,
+ "loss": 0.5625195457175121,
+ "clean_loss": 0.5613036205714044,
+ "noisy_loss_mean": 0.5629248540995478
+ },
+ {
+ "train_step": 9946,
+ "loss": 0.4287276841567609,
+ "clean_loss": 0.43800333533324576,
+ "noisy_loss_mean": 0.42563580043126586
+ },
+ {
+ "train_step": 9947,
+ "loss": 0.4718249107482178,
+ "clean_loss": 0.46045237851367926,
+ "noisy_loss_mean": 0.47561575482639734
+ },
+ {
+ "train_step": 9948,
+ "loss": 0.5039362266667105,
+ "clean_loss": 0.49300769738093675,
+ "noisy_loss_mean": 0.5075790697619683
+ },
+ {
+ "train_step": 9949,
+ "loss": 0.6123881562662893,
+ "clean_loss": 0.609459866022037,
+ "noisy_loss_mean": 0.6133642530143734
+ },
+ {
+ "train_step": 9950,
+ "loss": 0.6567101350506312,
+ "clean_loss": 0.6556415108459847,
+ "noisy_loss_mean": 0.6570663431188469
+ },
+ {
+ "train_step": 9951,
+ "loss": 0.6400196568408671,
+ "clean_loss": 0.6376616437685076,
+ "noisy_loss_mean": 0.6408056611983203
+ },
+ {
+ "train_step": 9952,
+ "loss": 0.25125302109150016,
+ "clean_loss": 0.2428264929827964,
+ "noisy_loss_mean": 0.25406186379440143
+ },
+ {
+ "train_step": 9953,
+ "loss": 0.586661944849371,
+ "clean_loss": 0.5782669817822365,
+ "noisy_loss_mean": 0.5894602658717492
+ },
+ {
+ "train_step": 9954,
+ "loss": 0.4522567351350454,
+ "clean_loss": 0.44900126959864745,
+ "noisy_loss_mean": 0.4533418903138447
+ },
+ {
+ "train_step": 9955,
+ "loss": 0.6742843714352372,
+ "clean_loss": 0.6558466125734439,
+ "noisy_loss_mean": 0.680430291055835
+ },
+ {
+ "train_step": 9956,
+ "loss": 0.6261340122668597,
+ "clean_loss": 0.616410412697528,
+ "noisy_loss_mean": 0.6293752121233035
+ },
+ {
+ "train_step": 9957,
+ "loss": 0.5739975574945562,
+ "clean_loss": 0.5876395649280597,
+ "noisy_loss_mean": 0.5694502216833884
+ },
+ {
+ "train_step": 9958,
+ "loss": 0.5528861213866436,
+ "clean_loss": 0.5521357462237498,
+ "noisy_loss_mean": 0.5531362464409417
+ },
+ {
+ "train_step": 9959,
+ "loss": 0.7096816697624602,
+ "clean_loss": 0.7055919195176603,
+ "noisy_loss_mean": 0.7110449198440602
+ },
+ {
+ "train_step": 9960,
+ "loss": 0.525336979778054,
+ "clean_loss": 0.5269434447681735,
+ "noisy_loss_mean": 0.5248014914480142
+ },
+ {
+ "train_step": 9961,
+ "loss": 0.5340800927764382,
+ "clean_loss": 0.5298638960378524,
+ "noisy_loss_mean": 0.5354854916893
+ },
+ {
+ "train_step": 9962,
+ "loss": 0.7071582760475548,
+ "clean_loss": 0.685056073063569,
+ "noisy_loss_mean": 0.7145256770422167
+ },
+ {
+ "train_step": 9963,
+ "loss": 0.8009668316480959,
+ "clean_loss": 0.8114876971611918,
+ "noisy_loss_mean": 0.7974598764770638
+ },
+ {
+ "train_step": 9964,
+ "loss": 0.6959202892161179,
+ "clean_loss": 0.699693258120925,
+ "noisy_loss_mean": 0.6946626329145156
+ },
+ {
+ "train_step": 9965,
+ "loss": 0.5562665949356158,
+ "clean_loss": 0.5561668775650069,
+ "noisy_loss_mean": 0.5562998340591521
+ },
+ {
+ "train_step": 9966,
+ "loss": 0.4724369490726423,
+ "clean_loss": 0.4770995461701462,
+ "noisy_loss_mean": 0.47088275004014096
+ },
+ {
+ "train_step": 9967,
+ "loss": 0.5358968929784698,
+ "clean_loss": 0.5314538729226332,
+ "noisy_loss_mean": 0.5373778996637486
+ },
+ {
+ "train_step": 9968,
+ "loss": 0.6205088614339992,
+ "clean_loss": 0.6275510524491614,
+ "noisy_loss_mean": 0.6181614644289452
+ },
+ {
+ "train_step": 9969,
+ "loss": 0.6297573630292408,
+ "clean_loss": 0.6291921016757079,
+ "noisy_loss_mean": 0.6299457834804185
+ },
+ {
+ "train_step": 9970,
+ "loss": 0.4212259943660546,
+ "clean_loss": 0.4251994422185861,
+ "noisy_loss_mean": 0.4199015117485441
+ },
+ {
+ "train_step": 9971,
+ "loss": 0.5175937149280114,
+ "clean_loss": 0.5239607473829927,
+ "noisy_loss_mean": 0.5154713707763511
+ },
+ {
+ "train_step": 9972,
+ "loss": 0.5005345106654011,
+ "clean_loss": 0.5212221741428971,
+ "noisy_loss_mean": 0.49363862283956905
+ },
+ {
+ "train_step": 9973,
+ "loss": 0.5084787126374172,
+ "clean_loss": 0.5170512694550794,
+ "noisy_loss_mean": 0.5056211936981964
+ },
+ {
+ "train_step": 9974,
+ "loss": 0.5454252779287911,
+ "clean_loss": 0.5455565666965897,
+ "noisy_loss_mean": 0.5453815150061915
+ },
+ {
+ "train_step": 9975,
+ "loss": 0.6665005709097725,
+ "clean_loss": 0.6815735874723986,
+ "noisy_loss_mean": 0.6614762320555639
+ },
+ {
+ "train_step": 9976,
+ "loss": 0.48610150416669323,
+ "clean_loss": 0.47686126768451736,
+ "noisy_loss_mean": 0.48918158299408515
+ },
+ {
+ "train_step": 9977,
+ "loss": 0.6208014749641397,
+ "clean_loss": 0.6100884762466371,
+ "noisy_loss_mean": 0.6243724745366406
+ },
+ {
+ "train_step": 9978,
+ "loss": 0.6328375359510361,
+ "clean_loss": 0.6263835174064252,
+ "noisy_loss_mean": 0.6349888754659064
+ },
+ {
+ "train_step": 9979,
+ "loss": 0.6673322334576002,
+ "clean_loss": 0.6656957075009815,
+ "noisy_loss_mean": 0.6678777421098063
+ },
+ {
+ "train_step": 9980,
+ "loss": 0.7249022264860898,
+ "clean_loss": 0.7298966358734741,
+ "noisy_loss_mean": 0.7232374233569617
+ },
+ {
+ "train_step": 9981,
+ "loss": 0.5405358613699689,
+ "clean_loss": 0.5584522401064093,
+ "noisy_loss_mean": 0.5345637351244887
+ },
+ {
+ "train_step": 9982,
+ "loss": 0.5971388248041418,
+ "clean_loss": 0.5851330485624889,
+ "noisy_loss_mean": 0.6011407502180263
+ },
+ {
+ "train_step": 9983,
+ "loss": 0.5894650037988879,
+ "clean_loss": 0.5948695077645908,
+ "noisy_loss_mean": 0.5876635024769868
+ },
+ {
+ "train_step": 9984,
+ "loss": 0.7461725994491879,
+ "clean_loss": 0.744603852816404,
+ "noisy_loss_mean": 0.7466955149934492
+ },
+ {
+ "train_step": 9985,
+ "loss": 0.45930512420183967,
+ "clean_loss": 0.45466133103715245,
+ "noisy_loss_mean": 0.46085305525673537
+ },
+ {
+ "train_step": 9986,
+ "loss": 0.508148809209001,
+ "clean_loss": 0.5190891008963529,
+ "noisy_loss_mean": 0.5045020453132171
+ },
+ {
+ "train_step": 9987,
+ "loss": 0.7092115663169747,
+ "clean_loss": 0.7041206577146712,
+ "noisy_loss_mean": 0.7109085358510758
+ },
+ {
+ "train_step": 9988,
+ "loss": 0.4511604571111313,
+ "clean_loss": 0.45948093002438395,
+ "noisy_loss_mean": 0.4483869661400471
+ },
+ {
+ "train_step": 9989,
+ "loss": 0.7716015966122034,
+ "clean_loss": 0.7499616306596233,
+ "noisy_loss_mean": 0.7788149185963968
+ },
+ {
+ "train_step": 9990,
+ "loss": 0.3595976834324982,
+ "clean_loss": 0.3638486539978843,
+ "noisy_loss_mean": 0.3581806932440362
+ },
+ {
+ "train_step": 9991,
+ "loss": 0.5697926164785558,
+ "clean_loss": 0.5576859116339016,
+ "noisy_loss_mean": 0.5738281847601072
+ },
+ {
+ "train_step": 9992,
+ "loss": 0.4440035485321809,
+ "clean_loss": 0.43884647876097665,
+ "noisy_loss_mean": 0.44572257178924896
+ },
+ {
+ "train_step": 9993,
+ "loss": 0.677392096180796,
+ "clean_loss": 0.6783363352342113,
+ "noisy_loss_mean": 0.6770773498296574
+ },
+ {
+ "train_step": 9994,
+ "loss": 0.5819291526473401,
+ "clean_loss": 0.5859309629291314,
+ "noisy_loss_mean": 0.5805952158867431
+ },
+ {
+ "train_step": 9995,
+ "loss": 0.45420097282624067,
+ "clean_loss": 0.4592266211406071,
+ "noisy_loss_mean": 0.4525257567214518
+ },
+ {
+ "train_step": 9996,
+ "loss": 0.47466878933454804,
+ "clean_loss": 0.47289954926554256,
+ "noisy_loss_mean": 0.47525853602421647
+ },
+ {
+ "train_step": 9997,
+ "loss": 0.6198948925988729,
+ "clean_loss": 0.6237209909187696,
+ "noisy_loss_mean": 0.6186195264922406
+ },
+ {
+ "train_step": 9998,
+ "loss": 0.4351333138184387,
+ "clean_loss": 0.4401717877232271,
+ "noisy_loss_mean": 0.43345382251684256
+ },
+ {
+ "train_step": 9999,
+ "loss": 0.48739511145049014,
+ "clean_loss": 0.4987351093227273,
+ "noisy_loss_mean": 0.48361511215974445
+ },
+ {
+ "train_step": 10000,
+ "loss": 0.6438833414722828,
+ "clean_loss": 0.6602939354492512,
+ "noisy_loss_mean": 0.6384131434799598
+ }
+ ],
+ "evals": [
+ {
+ "kind": "initial",
+ "train_step": 0,
+ "acc": 0.517578125,
+ "tok_acc": 0.8276668595679012
+ },
+ {
+ "kind": "task",
+ "train_step": 1000,
+ "acc": 0.64453125,
+ "tok_acc": 0.8738184799382716
+ },
+ {
+ "kind": "task",
+ "train_step": 2000,
+ "acc": 0.63671875,
+ "tok_acc": 0.8720582561728395
+ },
+ {
+ "kind": "task",
+ "train_step": 3000,
+ "acc": 0.623046875,
+ "tok_acc": 0.8688753858024691
+ },
+ {
+ "kind": "task",
+ "train_step": 4000,
+ "acc": 0.646484375,
+ "tok_acc": 0.8744454089506173
+ },
+ {
+ "kind": "task",
+ "train_step": 5000,
+ "acc": 0.654296875,
+ "tok_acc": 0.8762056327160493
+ },
+ {
+ "kind": "task",
+ "train_step": 6000,
+ "acc": 0.64453125,
+ "tok_acc": 0.8753375771604939
+ },
+ {
+ "kind": "task",
+ "train_step": 7000,
+ "acc": 0.666015625,
+ "tok_acc": 0.8823061342592593
+ },
+ {
+ "kind": "task",
+ "train_step": 8000,
+ "acc": 0.6484375,
+ "tok_acc": 0.8758198302469136
+ },
+ {
+ "kind": "task",
+ "train_step": 9000,
+ "acc": 0.65234375,
+ "tok_acc": 0.8753134645061729
+ },
+ {
+ "kind": "task",
+ "train_step": 10000,
+ "acc": 0.654296875,
+ "tok_acc": 0.8771701388888888
+ },
+ {
+ "kind": "final",
+ "train_step": 10000,
+ "acc": 0.654296875,
+ "tok_acc": 0.8771701388888888
+ }
+ ],
+ "final_acc": 0.654296875,
+ "final_tok_acc": 0.8771701388888888
+} \ No newline at end of file