diff options
Diffstat (limited to 'research/flossing/step7_D_trm_engelken_interfloss_kl10_26041_k4_batch4_10k.json')
| -rw-r--r-- | research/flossing/step7_D_trm_engelken_interfloss_kl10_26041_k4_batch4_10k.json | 52136 |
1 files changed, 52136 insertions, 0 deletions
diff --git a/research/flossing/step7_D_trm_engelken_interfloss_kl10_26041_k4_batch4_10k.json b/research/flossing/step7_D_trm_engelken_interfloss_kl10_26041_k4_batch4_10k.json new file mode 100644 index 0000000..6faf65f --- /dev/null +++ b/research/flossing/step7_D_trm_engelken_interfloss_kl10_26041_k4_batch4_10k.json @@ -0,0 +1,52136 @@ +{ + "args": { + "model": "trm", + "ckpt_root": "/home/yurenh2/rrm/trm/checkpoints/Sudoku-extreme-1k-aug-1000-ACT-torch/pretrain_mlp_t_sudoku_singleGPU", + "ckpt_name": "step_26041", + "train_steps": 10000, + "batch_size": 4, + "train_lr": 1e-05, + "floss_lr": 0.0001, + "floss_steps": 500, + "interfloss_at": "0,500", + "floss_mode": "engelken_l2", + "lambda_star": 0.0, + "k_lyap": 4, + "lyap_act_steps": 4, + "seed": 42, + "eval_every": 1000, + "eval_n": 512, + "eval_batch_size": 32, + "floss_log_every": 10, + "eval_after_floss": true, + "kl_beta": 10.0, + "kl_replay_size": 64, + "kl_batch_size": 4, + "kl_temperature": 1.0, + "out": "step7_D_trm_engelken_interfloss_kl10_26041_k4_batch4_10k.json" + }, + "initial_acc": 0.59765625, + "initial_tok_acc": 0.8614245756172839, + "task_steps": [ + { + "train_step": 1, + "sup_loss": 1.0403251460331648 + }, + { + "train_step": 2, + "sup_loss": 0.7831296437826808 + }, + { + "train_step": 3, + "sup_loss": 1.0634877504769487 + }, + { + "train_step": 4, + "sup_loss": 1.2959107786731285 + }, + { + "train_step": 5, + "sup_loss": 1.1072553392426363 + }, + { + "train_step": 6, + "sup_loss": 1.0962899043973697 + }, + { + "train_step": 7, + "sup_loss": 1.0860744925613854 + }, + { + "train_step": 8, + "sup_loss": 1.1994162853816248 + }, + { + "train_step": 9, + "sup_loss": 0.9035157041547422 + }, + { + "train_step": 10, + "sup_loss": 0.9996094115588288 + }, + { + "train_step": 11, + "sup_loss": 1.0290821646463766 + }, + { + "train_step": 12, + "sup_loss": 0.7494518225882397 + }, + { + "train_step": 13, + "sup_loss": 1.1560139502458326 + }, + { + "train_step": 14, + "sup_loss": 0.9690593505153827 + }, + { + "train_step": 15, + "sup_loss": 1.3867824261765593 + }, + { + "train_step": 16, + "sup_loss": 1.1713786937354933 + }, + { + "train_step": 17, + "sup_loss": 1.1774686432937695 + }, + { + "train_step": 18, + "sup_loss": 0.8454486071166539 + }, + { + "train_step": 19, + "sup_loss": 1.1312322225007037 + }, + { + "train_step": 20, + "sup_loss": 1.0542340423920271 + }, + { + "train_step": 21, + "sup_loss": 1.0167175810221967 + }, + { + "train_step": 22, + "sup_loss": 1.0071892558243016 + }, + { + "train_step": 23, + "sup_loss": 1.0684235290389776 + }, + { + "train_step": 24, + "sup_loss": 1.1429263985473128 + }, + { + "train_step": 25, + "sup_loss": 1.0745116926795455 + }, + { + "train_step": 26, + "sup_loss": 0.9772747754917347 + }, + { + "train_step": 27, + "sup_loss": 0.9166478468663994 + }, + { + "train_step": 28, + "sup_loss": 0.9424294562292244 + }, + { + "train_step": 29, + "sup_loss": 0.952909371690173 + }, + { + "train_step": 30, + "sup_loss": 1.0052657579109436 + }, + { + "train_step": 31, + "sup_loss": 0.7639527576803236 + }, + { + "train_step": 32, + "sup_loss": 1.1223599455293916 + }, + { + "train_step": 33, + "sup_loss": 1.0264735617355565 + }, + { + "train_step": 34, + "sup_loss": 0.8757956897861044 + }, + { + "train_step": 35, + "sup_loss": 0.7786442508276131 + }, + { + "train_step": 36, + "sup_loss": 0.995477942843414 + }, + { + "train_step": 37, + "sup_loss": 0.9427741893578253 + }, + { + "train_step": 38, + "sup_loss": 1.1073327062625713 + }, + { + "train_step": 39, + "sup_loss": 1.0462605874709205 + }, + { + "train_step": 40, + "sup_loss": 0.9195322324294424 + }, + { + "train_step": 41, + "sup_loss": 0.9688621591271749 + }, + { + "train_step": 42, + "sup_loss": 1.0381808244792536 + }, + { + "train_step": 43, + "sup_loss": 0.9317817274062592 + }, + { + "train_step": 44, + "sup_loss": 0.8641137762698659 + }, + { + "train_step": 45, + "sup_loss": 0.8778386385323642 + }, + { + "train_step": 46, + "sup_loss": 0.8756965924090999 + }, + { + "train_step": 47, + "sup_loss": 0.9835877317249826 + }, + { + "train_step": 48, + "sup_loss": 0.917973276496139 + }, + { + "train_step": 49, + "sup_loss": 1.0586225699059617 + }, + { + "train_step": 50, + "sup_loss": 0.9186028399563532 + }, + { + "train_step": 51, + "sup_loss": 0.997310268417226 + }, + { + "train_step": 52, + "sup_loss": 0.8757362800822579 + }, + { + "train_step": 53, + "sup_loss": 0.894975413841335 + }, + { + "train_step": 54, + "sup_loss": 0.8655181461926419 + }, + { + "train_step": 55, + "sup_loss": 0.9938269877732189 + }, + { + "train_step": 56, + "sup_loss": 0.9523132613785966 + }, + { + "train_step": 57, + "sup_loss": 0.920955847875173 + }, + { + "train_step": 58, + "sup_loss": 0.8852219640201391 + }, + { + "train_step": 59, + "sup_loss": 0.6953053515819522 + }, + { + "train_step": 60, + "sup_loss": 0.9443247578591283 + }, + { + "train_step": 61, + "sup_loss": 0.9932526365666519 + }, + { + "train_step": 62, + "sup_loss": 0.8835446371432072 + }, + { + "train_step": 63, + "sup_loss": 0.8185871263272912 + }, + { + "train_step": 64, + "sup_loss": 0.9146679174530505 + }, + { + "train_step": 65, + "sup_loss": 0.809898350316218 + }, + { + "train_step": 66, + "sup_loss": 0.8464172938141878 + }, + { + "train_step": 67, + "sup_loss": 0.800917161747725 + }, + { + "train_step": 68, + "sup_loss": 0.8115797230221632 + }, + { + "train_step": 69, + "sup_loss": 0.7870937382858428 + }, + { + "train_step": 70, + "sup_loss": 0.8554718620854829 + }, + { + "train_step": 71, + "sup_loss": 0.8829257604058058 + }, + { + "train_step": 72, + "sup_loss": 0.9447761411339075 + }, + { + "train_step": 73, + "sup_loss": 0.9794465381438661 + }, + { + "train_step": 74, + "sup_loss": 0.8242210395814575 + }, + { + "train_step": 75, + "sup_loss": 0.8394461331736733 + }, + { + "train_step": 76, + "sup_loss": 0.6317516257676259 + }, + { + "train_step": 77, + "sup_loss": 0.9171515211576301 + }, + { + "train_step": 78, + "sup_loss": 0.8368876896584848 + }, + { + "train_step": 79, + "sup_loss": 0.8385987592842671 + }, + { + "train_step": 80, + "sup_loss": 0.8796235911469467 + }, + { + "train_step": 81, + "sup_loss": 0.9138523332065823 + }, + { + "train_step": 82, + "sup_loss": 0.9125149664068208 + }, + { + "train_step": 83, + "sup_loss": 0.7715950563745138 + }, + { + "train_step": 84, + "sup_loss": 0.7749734022011147 + }, + { + "train_step": 85, + "sup_loss": 0.8814164250010413 + }, + { + "train_step": 86, + "sup_loss": 0.7311161722505384 + }, + { + "train_step": 87, + "sup_loss": 0.8107095987416947 + }, + { + "train_step": 88, + "sup_loss": 0.808551656251754 + }, + { + "train_step": 89, + "sup_loss": 0.8857164120622939 + }, + { + "train_step": 90, + "sup_loss": 0.8683209727454886 + }, + { + "train_step": 91, + "sup_loss": 0.6948048476737075 + }, + { + "train_step": 92, + "sup_loss": 0.9390856985858043 + }, + { + "train_step": 93, + "sup_loss": 0.7698575001660715 + }, + { + "train_step": 94, + "sup_loss": 0.898431464638425 + }, + { + "train_step": 95, + "sup_loss": 0.935734973197651 + }, + { + "train_step": 96, + "sup_loss": 0.9267384745695696 + }, + { + "train_step": 97, + "sup_loss": 0.9292768883000153 + }, + { + "train_step": 98, + "sup_loss": 0.658922155503981 + }, + { + "train_step": 99, + "sup_loss": 0.6706835768368808 + }, + { + "train_step": 100, + "sup_loss": 0.7824526514458834 + }, + { + "train_step": 101, + "sup_loss": 0.9114505899487146 + }, + { + "train_step": 102, + "sup_loss": 0.8479857716103155 + }, + { + "train_step": 103, + "sup_loss": 0.7329352180182273 + }, + { + "train_step": 104, + "sup_loss": 0.8304630053324847 + }, + { + "train_step": 105, + "sup_loss": 0.7696208818926299 + }, + { + "train_step": 106, + "sup_loss": 0.8557424740442301 + }, + { + "train_step": 107, + "sup_loss": 0.7446803938378213 + }, + { + "train_step": 108, + "sup_loss": 0.9370060571055288 + }, + { + "train_step": 109, + "sup_loss": 0.8740674768516924 + }, + { + "train_step": 110, + "sup_loss": 0.853599195047833 + }, + { + "train_step": 111, + "sup_loss": 0.7605807083196832 + }, + { + "train_step": 112, + "sup_loss": 0.4742261524337822 + }, + { + "train_step": 113, + "sup_loss": 0.580267954906575 + }, + { + "train_step": 114, + "sup_loss": 0.8566607965671011 + }, + { + "train_step": 115, + "sup_loss": 0.7891956860705989 + }, + { + "train_step": 116, + "sup_loss": 0.8801160904818237 + }, + { + "train_step": 117, + "sup_loss": 0.763257343111892 + }, + { + "train_step": 118, + "sup_loss": 1.1126045708613863 + }, + { + "train_step": 119, + "sup_loss": 0.9035010006419081 + }, + { + "train_step": 120, + "sup_loss": 0.7154155733855007 + }, + { + "train_step": 121, + "sup_loss": 0.8131014528860013 + }, + { + "train_step": 122, + "sup_loss": 0.7438626816526027 + }, + { + "train_step": 123, + "sup_loss": 0.8958839330203195 + }, + { + "train_step": 124, + "sup_loss": 0.9146143944857081 + }, + { + "train_step": 125, + "sup_loss": 0.7811402606450091 + }, + { + "train_step": 126, + "sup_loss": 0.9053893623482765 + }, + { + "train_step": 127, + "sup_loss": 0.8880192626593797 + }, + { + "train_step": 128, + "sup_loss": 0.6503626408343862 + }, + { + "train_step": 129, + "sup_loss": 0.9948227267969016 + }, + { + "train_step": 130, + "sup_loss": 0.7829357231806566 + }, + { + "train_step": 131, + "sup_loss": 0.8480959395065004 + }, + { + "train_step": 132, + "sup_loss": 0.8672935605507226 + }, + { + "train_step": 133, + "sup_loss": 0.8529523401841418 + }, + { + "train_step": 134, + "sup_loss": 0.7783885562574718 + }, + { + "train_step": 135, + "sup_loss": 0.7867377306263516 + }, + { + "train_step": 136, + "sup_loss": 0.8377695459878439 + }, + { + "train_step": 137, + "sup_loss": 0.8730860173300804 + }, + { + "train_step": 138, + "sup_loss": 0.7468528837179922 + }, + { + "train_step": 139, + "sup_loss": 0.8303867201786787 + }, + { + "train_step": 140, + "sup_loss": 0.6625073054278932 + }, + { + "train_step": 141, + "sup_loss": 0.8526869813689404 + }, + { + "train_step": 142, + "sup_loss": 0.8989899503373079 + }, + { + "train_step": 143, + "sup_loss": 0.864608430027291 + }, + { + "train_step": 144, + "sup_loss": 0.7975706622669969 + }, + { + "train_step": 145, + "sup_loss": 0.7558367433802693 + }, + { + "train_step": 146, + "sup_loss": 0.802751294148994 + }, + { + "train_step": 147, + "sup_loss": 0.7933616380439577 + }, + { + "train_step": 148, + "sup_loss": 0.9167511379737193 + }, + { + "train_step": 149, + "sup_loss": 0.8820214470710125 + }, + { + "train_step": 150, + "sup_loss": 0.7923825326158289 + }, + { + "train_step": 151, + "sup_loss": 0.8510975599046237 + }, + { + "train_step": 152, + "sup_loss": 0.8085708488045885 + }, + { + "train_step": 153, + "sup_loss": 0.6801125997749858 + }, + { + "train_step": 154, + "sup_loss": 0.8121890624125726 + }, + { + "train_step": 155, + "sup_loss": 0.7309105965360733 + }, + { + "train_step": 156, + "sup_loss": 0.7102338846613042 + }, + { + "train_step": 157, + "sup_loss": 0.7868492707518421 + }, + { + "train_step": 158, + "sup_loss": 0.6040579239105968 + }, + { + "train_step": 159, + "sup_loss": 0.8580612107743391 + }, + { + "train_step": 160, + "sup_loss": 0.8323699801729904 + }, + { + "train_step": 161, + "sup_loss": 0.7295482769673575 + }, + { + "train_step": 162, + "sup_loss": 0.80718985330685 + }, + { + "train_step": 163, + "sup_loss": 0.9129652264567135 + }, + { + "train_step": 164, + "sup_loss": 0.8179038138396516 + }, + { + "train_step": 165, + "sup_loss": 0.8544041108297894 + }, + { + "train_step": 166, + "sup_loss": 0.8274168663846524 + }, + { + "train_step": 167, + "sup_loss": 0.8246761799212001 + }, + { + "train_step": 168, + "sup_loss": 0.6510109390081371 + }, + { + "train_step": 169, + "sup_loss": 0.9743008087451259 + }, + { + "train_step": 170, + "sup_loss": 0.7573899158744798 + }, + { + "train_step": 171, + "sup_loss": 0.722216884803475 + }, + { + "train_step": 172, + "sup_loss": 0.767935771035319 + }, + { + "train_step": 173, + "sup_loss": 0.8898586784094281 + }, + { + "train_step": 174, + "sup_loss": 0.5746005100911866 + }, + { + "train_step": 175, + "sup_loss": 0.8161249199362637 + }, + { + "train_step": 176, + "sup_loss": 0.8011729116341311 + }, + { + "train_step": 177, + "sup_loss": 0.7824939138062278 + }, + { + "train_step": 178, + "sup_loss": 0.7307860854516013 + }, + { + "train_step": 179, + "sup_loss": 0.7329826052135233 + }, + { + "train_step": 180, + "sup_loss": 0.8400781923136547 + }, + { + "train_step": 181, + "sup_loss": 0.7824997581658905 + }, + { + "train_step": 182, + "sup_loss": 0.8408219338487627 + }, + { + "train_step": 183, + "sup_loss": 0.7167077363055524 + }, + { + "train_step": 184, + "sup_loss": 0.6704387833754892 + }, + { + "train_step": 185, + "sup_loss": 0.8308008194070603 + }, + { + "train_step": 186, + "sup_loss": 0.8870335675657154 + }, + { + "train_step": 187, + "sup_loss": 0.7260865073153637 + }, + { + "train_step": 188, + "sup_loss": 0.7834550623565195 + }, + { + "train_step": 189, + "sup_loss": 0.8292853078814606 + }, + { + "train_step": 190, + "sup_loss": 0.9285900950140835 + }, + { + "train_step": 191, + "sup_loss": 0.7277168257174865 + }, + { + "train_step": 192, + "sup_loss": 0.824271455754566 + }, + { + "train_step": 193, + "sup_loss": 0.7844309347124965 + }, + { + "train_step": 194, + "sup_loss": 0.7656195205206948 + }, + { + "train_step": 195, + "sup_loss": 0.8586030841497913 + }, + { + "train_step": 196, + "sup_loss": 0.8351625777039573 + }, + { + "train_step": 197, + "sup_loss": 0.6702027831414685 + }, + { + "train_step": 198, + "sup_loss": 0.8956009608837614 + }, + { + "train_step": 199, + "sup_loss": 0.7765602425588465 + }, + { + "train_step": 200, + "sup_loss": 0.6561283631916148 + }, + { + "train_step": 201, + "sup_loss": 0.7082692812126578 + }, + { + "train_step": 202, + "sup_loss": 0.7190309607629528 + }, + { + "train_step": 203, + "sup_loss": 0.9191018672492027 + }, + { + "train_step": 204, + "sup_loss": 0.6852117222192206 + }, + { + "train_step": 205, + "sup_loss": 0.6070737985659398 + }, + { + "train_step": 206, + "sup_loss": 0.8190872382163707 + }, + { + "train_step": 207, + "sup_loss": 0.8872710059020984 + }, + { + "train_step": 208, + "sup_loss": 0.8151229668055646 + }, + { + "train_step": 209, + "sup_loss": 0.6615562017363438 + }, + { + "train_step": 210, + "sup_loss": 0.8631835908403015 + }, + { + "train_step": 211, + "sup_loss": 0.8801223139992969 + }, + { + "train_step": 212, + "sup_loss": 0.8033514896656448 + }, + { + "train_step": 213, + "sup_loss": 0.8244294207335697 + }, + { + "train_step": 214, + "sup_loss": 0.7534011321648801 + }, + { + "train_step": 215, + "sup_loss": 0.7113679978579055 + }, + { + "train_step": 216, + "sup_loss": 0.822839857449938 + }, + { + "train_step": 217, + "sup_loss": 0.7423181095130277 + }, + { + "train_step": 218, + "sup_loss": 0.7588921087440086 + }, + { + "train_step": 219, + "sup_loss": 0.8545417393459072 + }, + { + "train_step": 220, + "sup_loss": 0.8351535490552093 + }, + { + "train_step": 221, + "sup_loss": 0.8469508595320225 + }, + { + "train_step": 222, + "sup_loss": 0.7727575808454215 + }, + { + "train_step": 223, + "sup_loss": 0.5678238660087146 + }, + { + "train_step": 224, + "sup_loss": 0.819204987209274 + }, + { + "train_step": 225, + "sup_loss": 0.7365431531593283 + }, + { + "train_step": 226, + "sup_loss": 0.7531656566932515 + }, + { + "train_step": 227, + "sup_loss": 0.8816137006965884 + }, + { + "train_step": 228, + "sup_loss": 0.8513229152935265 + }, + { + "train_step": 229, + "sup_loss": 0.839659225608734 + }, + { + "train_step": 230, + "sup_loss": 0.7635257142870089 + }, + { + "train_step": 231, + "sup_loss": 0.9038475320576723 + }, + { + "train_step": 232, + "sup_loss": 0.7118510614068038 + }, + { + "train_step": 233, + "sup_loss": 0.7911748291292174 + }, + { + "train_step": 234, + "sup_loss": 0.8159055430901326 + }, + { + "train_step": 235, + "sup_loss": 0.7775873595164657 + }, + { + "train_step": 236, + "sup_loss": 0.6975001125003434 + }, + { + "train_step": 237, + "sup_loss": 0.752510708665402 + }, + { + "train_step": 238, + "sup_loss": 0.5948777484799088 + }, + { + "train_step": 239, + "sup_loss": 0.8661304764171889 + }, + { + "train_step": 240, + "sup_loss": 0.7856358954529367 + }, + { + "train_step": 241, + "sup_loss": 0.8180662684948173 + }, + { + "train_step": 242, + "sup_loss": 0.6174485741081079 + }, + { + "train_step": 243, + "sup_loss": 0.9119526590123433 + }, + { + "train_step": 244, + "sup_loss": 0.6914810182229212 + }, + { + "train_step": 245, + "sup_loss": 0.7468827090443989 + }, + { + "train_step": 246, + "sup_loss": 0.7231899595851682 + }, + { + "train_step": 247, + "sup_loss": 0.5260079829070651 + }, + { + "train_step": 248, + "sup_loss": 0.8554935479053383 + }, + { + "train_step": 249, + "sup_loss": 0.7398348100123856 + }, + { + "train_step": 250, + "sup_loss": 0.8302293537728015 + }, + { + "train_step": 251, + "sup_loss": 0.6935697048850918 + }, + { + "train_step": 252, + "sup_loss": 0.787568911098454 + }, + { + "train_step": 253, + "sup_loss": 0.6308542788870278 + }, + { + "train_step": 254, + "sup_loss": 0.7003149664378768 + }, + { + "train_step": 255, + "sup_loss": 0.4865967863704704 + }, + { + "train_step": 256, + "sup_loss": 0.7213234556127427 + }, + { + "train_step": 257, + "sup_loss": 0.5767994252292434 + }, + { + "train_step": 258, + "sup_loss": 0.8274385791347785 + }, + { + "train_step": 259, + "sup_loss": 0.6874704557003654 + }, + { + "train_step": 260, + "sup_loss": 0.8379295693078619 + }, + { + "train_step": 261, + "sup_loss": 0.7740249973212311 + }, + { + "train_step": 262, + "sup_loss": 0.7833419844117303 + }, + { + "train_step": 263, + "sup_loss": 0.8460462776681149 + }, + { + "train_step": 264, + "sup_loss": 0.8078595963743838 + }, + { + "train_step": 265, + "sup_loss": 0.7101444531008596 + }, + { + "train_step": 266, + "sup_loss": 0.9420441602752809 + }, + { + "train_step": 267, + "sup_loss": 0.9291931574050071 + }, + { + "train_step": 268, + "sup_loss": 0.8396544830178145 + }, + { + "train_step": 269, + "sup_loss": 0.6138917565336434 + }, + { + "train_step": 270, + "sup_loss": 0.7771250385688684 + }, + { + "train_step": 271, + "sup_loss": 0.6951820158714968 + }, + { + "train_step": 272, + "sup_loss": 0.6881266645114053 + }, + { + "train_step": 273, + "sup_loss": 0.8049787698468984 + }, + { + "train_step": 274, + "sup_loss": 0.6799253977712233 + }, + { + "train_step": 275, + "sup_loss": 0.5936978784642226 + }, + { + "train_step": 276, + "sup_loss": 0.7853927152900352 + }, + { + "train_step": 277, + "sup_loss": 0.8658565438939828 + }, + { + "train_step": 278, + "sup_loss": 0.5931359511074583 + }, + { + "train_step": 279, + "sup_loss": 0.9047973497963925 + }, + { + "train_step": 280, + "sup_loss": 0.4940111051231307 + }, + { + "train_step": 281, + "sup_loss": 0.7698648276189446 + }, + { + "train_step": 282, + "sup_loss": 0.7969218674190732 + }, + { + "train_step": 283, + "sup_loss": 0.7612385079897929 + }, + { + "train_step": 284, + "sup_loss": 0.7693718063231213 + }, + { + "train_step": 285, + "sup_loss": 0.8784462758583752 + }, + { + "train_step": 286, + "sup_loss": 0.8042525025931359 + }, + { + "train_step": 287, + "sup_loss": 0.7476388252304846 + }, + { + "train_step": 288, + "sup_loss": 0.850839081196899 + }, + { + "train_step": 289, + "sup_loss": 0.6607439725403869 + }, + { + "train_step": 290, + "sup_loss": 0.9461000059793634 + }, + { + "train_step": 291, + "sup_loss": 0.7482594943766787 + }, + { + "train_step": 292, + "sup_loss": 0.7148183828500874 + }, + { + "train_step": 293, + "sup_loss": 1.0308918870641386 + }, + { + "train_step": 294, + "sup_loss": 0.750070895043814 + }, + { + "train_step": 295, + "sup_loss": 0.7473150111229265 + }, + { + "train_step": 296, + "sup_loss": 0.810315889764051 + }, + { + "train_step": 297, + "sup_loss": 0.7732261887072794 + }, + { + "train_step": 298, + "sup_loss": 0.8282944538710076 + }, + { + "train_step": 299, + "sup_loss": 0.6636485118025783 + }, + { + "train_step": 300, + "sup_loss": 0.6152361666322628 + }, + { + "train_step": 301, + "sup_loss": 0.8349078382936757 + }, + { + "train_step": 302, + "sup_loss": 0.7067369588446502 + }, + { + "train_step": 303, + "sup_loss": 0.842964339993838 + }, + { + "train_step": 304, + "sup_loss": 0.8647676471765242 + }, + { + "train_step": 305, + "sup_loss": 0.777059629198203 + }, + { + "train_step": 306, + "sup_loss": 0.7741471700530058 + }, + { + "train_step": 307, + "sup_loss": 0.5337517958664176 + }, + { + "train_step": 308, + "sup_loss": 0.7814544827082376 + }, + { + "train_step": 309, + "sup_loss": 0.7574368331702099 + }, + { + "train_step": 310, + "sup_loss": 0.8336189680284587 + }, + { + "train_step": 311, + "sup_loss": 0.8430239212039323 + }, + { + "train_step": 312, + "sup_loss": 0.8733229959831527 + }, + { + "train_step": 313, + "sup_loss": 0.7644493491288687 + }, + { + "train_step": 314, + "sup_loss": 0.8135147000107263 + }, + { + "train_step": 315, + "sup_loss": 0.7694379810098073 + }, + { + "train_step": 316, + "sup_loss": 0.78245865965757 + }, + { + "train_step": 317, + "sup_loss": 0.8868010082278622 + }, + { + "train_step": 318, + "sup_loss": 0.7973482005624107 + }, + { + "train_step": 319, + "sup_loss": 0.6174839174603401 + }, + { + "train_step": 320, + "sup_loss": 0.813265881241614 + }, + { + "train_step": 321, + "sup_loss": 0.7418517070695971 + }, + { + "train_step": 322, + "sup_loss": 0.7530241219749648 + }, + { + "train_step": 323, + "sup_loss": 0.8010058182783759 + }, + { + "train_step": 324, + "sup_loss": 0.7674026847939305 + }, + { + "train_step": 325, + "sup_loss": 0.6896380966927553 + }, + { + "train_step": 326, + "sup_loss": 0.4771472575226372 + }, + { + "train_step": 327, + "sup_loss": 0.7285234224308612 + }, + { + "train_step": 328, + "sup_loss": 0.8918939402834823 + }, + { + "train_step": 329, + "sup_loss": 0.7972328928332433 + }, + { + "train_step": 330, + "sup_loss": 0.6957711722833665 + }, + { + "train_step": 331, + "sup_loss": 0.8222059383667849 + }, + { + "train_step": 332, + "sup_loss": 0.6375401226086145 + }, + { + "train_step": 333, + "sup_loss": 0.7195529168976724 + }, + { + "train_step": 334, + "sup_loss": 0.7034841433433028 + }, + { + "train_step": 335, + "sup_loss": 0.8635961970358468 + }, + { + "train_step": 336, + "sup_loss": 0.7152275729267557 + }, + { + "train_step": 337, + "sup_loss": 0.6925458841228589 + }, + { + "train_step": 338, + "sup_loss": 0.9179764971715563 + }, + { + "train_step": 339, + "sup_loss": 0.7955700918081331 + }, + { + "train_step": 340, + "sup_loss": 0.8824876322282516 + }, + { + "train_step": 341, + "sup_loss": 0.5850570786376014 + }, + { + "train_step": 342, + "sup_loss": 0.7845109528894801 + }, + { + "train_step": 343, + "sup_loss": 0.7456566622304341 + }, + { + "train_step": 344, + "sup_loss": 0.8160518104925468 + }, + { + "train_step": 345, + "sup_loss": 0.7961278292385054 + }, + { + "train_step": 346, + "sup_loss": 0.42761373765138866 + }, + { + "train_step": 347, + "sup_loss": 0.8124156543584328 + }, + { + "train_step": 348, + "sup_loss": 0.5576074750835204 + }, + { + "train_step": 349, + "sup_loss": 0.6950732169335669 + }, + { + "train_step": 350, + "sup_loss": 0.9330023269081885 + }, + { + "train_step": 351, + "sup_loss": 0.7170383587109859 + }, + { + "train_step": 352, + "sup_loss": 0.45874616579757654 + }, + { + "train_step": 353, + "sup_loss": 0.7368434042683527 + }, + { + "train_step": 354, + "sup_loss": 0.7012908269685169 + }, + { + "train_step": 355, + "sup_loss": 0.7258602358834132 + }, + { + "train_step": 356, + "sup_loss": 0.7304435477976459 + }, + { + "train_step": 357, + "sup_loss": 0.747962162032262 + }, + { + "train_step": 358, + "sup_loss": 0.8621522775909887 + }, + { + "train_step": 359, + "sup_loss": 0.673724500761975 + }, + { + "train_step": 360, + "sup_loss": 0.8209439660270096 + }, + { + "train_step": 361, + "sup_loss": 0.6628775931312387 + }, + { + "train_step": 362, + "sup_loss": 0.7339292475252199 + }, + { + "train_step": 363, + "sup_loss": 0.778266208499981 + }, + { + "train_step": 364, + "sup_loss": 0.8767937210725577 + }, + { + "train_step": 365, + "sup_loss": 0.7773407224380915 + }, + { + "train_step": 366, + "sup_loss": 0.8444904926940435 + }, + { + "train_step": 367, + "sup_loss": 0.6698305338212887 + }, + { + "train_step": 368, + "sup_loss": 0.6647030177708653 + }, + { + "train_step": 369, + "sup_loss": 0.6076299950019625 + }, + { + "train_step": 370, + "sup_loss": 0.7762966664519114 + }, + { + "train_step": 371, + "sup_loss": 0.6571720796694812 + }, + { + "train_step": 372, + "sup_loss": 0.8280881544622547 + }, + { + "train_step": 373, + "sup_loss": 0.6251334571813225 + }, + { + "train_step": 374, + "sup_loss": 0.8646749266899206 + }, + { + "train_step": 375, + "sup_loss": 0.7396668071549627 + }, + { + "train_step": 376, + "sup_loss": 0.7934433511228016 + }, + { + "train_step": 377, + "sup_loss": 0.6709531749801004 + }, + { + "train_step": 378, + "sup_loss": 0.7470734183643987 + }, + { + "train_step": 379, + "sup_loss": 0.8072861109476084 + }, + { + "train_step": 380, + "sup_loss": 0.7094951122874882 + }, + { + "train_step": 381, + "sup_loss": 0.6585880097796395 + }, + { + "train_step": 382, + "sup_loss": 0.7361980972701605 + }, + { + "train_step": 383, + "sup_loss": 0.6365713159682634 + }, + { + "train_step": 384, + "sup_loss": 0.8178576563322136 + }, + { + "train_step": 385, + "sup_loss": 0.6742101291130743 + }, + { + "train_step": 386, + "sup_loss": 0.6337617934443734 + }, + { + "train_step": 387, + "sup_loss": 0.7591840324878041 + }, + { + "train_step": 388, + "sup_loss": 0.669271044675174 + }, + { + "train_step": 389, + "sup_loss": 0.4951055076549508 + }, + { + "train_step": 390, + "sup_loss": 0.9463676451530997 + }, + { + "train_step": 391, + "sup_loss": 0.8460420823905839 + }, + { + "train_step": 392, + "sup_loss": 0.4854570400436341 + }, + { + "train_step": 393, + "sup_loss": 0.8408586517704173 + }, + { + "train_step": 394, + "sup_loss": 0.8567190998588149 + }, + { + "train_step": 395, + "sup_loss": 0.6128453284479611 + }, + { + "train_step": 396, + "sup_loss": 0.4983362484249844 + }, + { + "train_step": 397, + "sup_loss": 0.713517374222208 + }, + { + "train_step": 398, + "sup_loss": 0.45810721733499704 + }, + { + "train_step": 399, + "sup_loss": 0.6091653883759132 + }, + { + "train_step": 400, + "sup_loss": 0.4274157410728424 + }, + { + "train_step": 401, + "sup_loss": 0.6910117268630528 + }, + { + "train_step": 402, + "sup_loss": 0.707669515326762 + }, + { + "train_step": 403, + "sup_loss": 0.6694482547288909 + }, + { + "train_step": 404, + "sup_loss": 0.6170301990587689 + }, + { + "train_step": 405, + "sup_loss": 0.8263307241978242 + }, + { + "train_step": 406, + "sup_loss": 0.8455503934696187 + }, + { + "train_step": 407, + "sup_loss": 0.8430409171476563 + }, + { + "train_step": 408, + "sup_loss": 0.7106542957149745 + }, + { + "train_step": 409, + "sup_loss": 0.7762020693786555 + }, + { + "train_step": 410, + "sup_loss": 0.7184843058905601 + }, + { + "train_step": 411, + "sup_loss": 0.679364078481895 + }, + { + "train_step": 412, + "sup_loss": 0.8097469760740501 + }, + { + "train_step": 413, + "sup_loss": 0.9707885894662762 + }, + { + "train_step": 414, + "sup_loss": 0.6828876014791201 + }, + { + "train_step": 415, + "sup_loss": 0.5161769325705564 + }, + { + "train_step": 416, + "sup_loss": 0.6643151022498116 + }, + { + "train_step": 417, + "sup_loss": 0.8712681970527381 + }, + { + "train_step": 418, + "sup_loss": 0.664998608504142 + }, + { + "train_step": 419, + "sup_loss": 0.7119329310252512 + }, + { + "train_step": 420, + "sup_loss": 0.830395807195487 + }, + { + "train_step": 421, + "sup_loss": 0.8325783546451245 + }, + { + "train_step": 422, + "sup_loss": 0.7940284375172748 + }, + { + "train_step": 423, + "sup_loss": 0.5437189014510635 + }, + { + "train_step": 424, + "sup_loss": 0.8153432526324894 + }, + { + "train_step": 425, + "sup_loss": 0.7300773725110508 + }, + { + "train_step": 426, + "sup_loss": 0.5598960965332518 + }, + { + "train_step": 427, + "sup_loss": 0.76099710607962 + }, + { + "train_step": 428, + "sup_loss": 0.6370466529503565 + }, + { + "train_step": 429, + "sup_loss": 1.0826465846802071 + }, + { + "train_step": 430, + "sup_loss": 0.7794782359142398 + }, + { + "train_step": 431, + "sup_loss": 0.6681909341656269 + }, + { + "train_step": 432, + "sup_loss": 0.876138592101685 + }, + { + "train_step": 433, + "sup_loss": 0.8080900116875075 + }, + { + "train_step": 434, + "sup_loss": 0.8234722972302353 + }, + { + "train_step": 435, + "sup_loss": 0.6969807923163016 + }, + { + "train_step": 436, + "sup_loss": 0.8667475211954121 + }, + { + "train_step": 437, + "sup_loss": 0.6121405429545617 + }, + { + "train_step": 438, + "sup_loss": 0.6861049284246605 + }, + { + "train_step": 439, + "sup_loss": 0.6196656996327223 + }, + { + "train_step": 440, + "sup_loss": 0.5750879067070244 + }, + { + "train_step": 441, + "sup_loss": 0.7295022227653852 + }, + { + "train_step": 442, + "sup_loss": 0.8294053399604144 + }, + { + "train_step": 443, + "sup_loss": 0.7007216698253843 + }, + { + "train_step": 444, + "sup_loss": 0.8718098317337697 + }, + { + "train_step": 445, + "sup_loss": 0.8904019694821813 + }, + { + "train_step": 446, + "sup_loss": 0.8226793363966727 + }, + { + "train_step": 447, + "sup_loss": 0.865717394201662 + }, + { + "train_step": 448, + "sup_loss": 0.5769527715027997 + }, + { + "train_step": 449, + "sup_loss": 0.8134025714619227 + }, + { + "train_step": 450, + "sup_loss": 0.8642424766138751 + }, + { + "train_step": 451, + "sup_loss": 0.828386478299715 + }, + { + "train_step": 452, + "sup_loss": 0.7474841869316192 + }, + { + "train_step": 453, + "sup_loss": 0.6757787574326388 + }, + { + "train_step": 454, + "sup_loss": 0.659319092243089 + }, + { + "train_step": 455, + "sup_loss": 0.8585960241433578 + }, + { + "train_step": 456, + "sup_loss": 0.7856912928905149 + }, + { + "train_step": 457, + "sup_loss": 0.7270817929346173 + }, + { + "train_step": 458, + "sup_loss": 0.7067870935384498 + }, + { + "train_step": 459, + "sup_loss": 0.7295637816733274 + }, + { + "train_step": 460, + "sup_loss": 0.7624484805141457 + }, + { + "train_step": 461, + "sup_loss": 0.6855570894818899 + }, + { + "train_step": 462, + "sup_loss": 0.7839957994760475 + }, + { + "train_step": 463, + "sup_loss": 0.654864589890918 + }, + { + "train_step": 464, + "sup_loss": 0.7785825364144048 + }, + { + "train_step": 465, + "sup_loss": 0.7490111405526703 + }, + { + "train_step": 466, + "sup_loss": 0.6985769304430082 + }, + { + "train_step": 467, + "sup_loss": 0.736734499289629 + }, + { + "train_step": 468, + "sup_loss": 0.7224172244375839 + }, + { + "train_step": 469, + "sup_loss": 0.696947379355761 + }, + { + "train_step": 470, + "sup_loss": 0.7692405877637716 + }, + { + "train_step": 471, + "sup_loss": 0.6703553230081818 + }, + { + "train_step": 472, + "sup_loss": 0.7758435124709874 + }, + { + "train_step": 473, + "sup_loss": 0.7375462155375153 + }, + { + "train_step": 474, + "sup_loss": 0.8163530303291885 + }, + { + "train_step": 475, + "sup_loss": 0.545470970733105 + }, + { + "train_step": 476, + "sup_loss": 0.5394959931306468 + }, + { + "train_step": 477, + "sup_loss": 0.6207291705285634 + }, + { + "train_step": 478, + "sup_loss": 0.7588898250225231 + }, + { + "train_step": 479, + "sup_loss": 0.7982188598827833 + }, + { + "train_step": 480, + "sup_loss": 0.6400272801650385 + }, + { + "train_step": 481, + "sup_loss": 0.7737698981224121 + }, + { + "train_step": 482, + "sup_loss": 0.8171729104386785 + }, + { + "train_step": 483, + "sup_loss": 0.9170426441984659 + }, + { + "train_step": 484, + "sup_loss": 0.7368093418564013 + }, + { + "train_step": 485, + "sup_loss": 0.6066802020920007 + }, + { + "train_step": 486, + "sup_loss": 0.7991373785037879 + }, + { + "train_step": 487, + "sup_loss": 0.8103609587768694 + }, + { + "train_step": 488, + "sup_loss": 0.8614287362021075 + }, + { + "train_step": 489, + "sup_loss": 0.865897595968441 + }, + { + "train_step": 490, + "sup_loss": 0.8412592455997809 + }, + { + "train_step": 491, + "sup_loss": 0.7241805462501405 + }, + { + "train_step": 492, + "sup_loss": 0.793750957182477 + }, + { + "train_step": 493, + "sup_loss": 0.5815066455556088 + }, + { + "train_step": 494, + "sup_loss": 0.6475257287120326 + }, + { + "train_step": 495, + "sup_loss": 0.7630904388718418 + }, + { + "train_step": 496, + "sup_loss": 0.688563395680367 + }, + { + "train_step": 497, + "sup_loss": 0.5971330944877936 + }, + { + "train_step": 498, + "sup_loss": 0.6886764109097181 + }, + { + "train_step": 499, + "sup_loss": 0.6345816933855416 + }, + { + "train_step": 500, + "sup_loss": 1.0783274212485245 + }, + { + "train_step": 501, + "sup_loss": 1.061793253264621 + }, + { + "train_step": 502, + "sup_loss": 0.9273892875715538 + }, + { + "train_step": 503, + "sup_loss": 1.0576645366466884 + }, + { + "train_step": 504, + "sup_loss": 1.0598184475806445 + }, + { + "train_step": 505, + "sup_loss": 1.0484109706927238 + }, + { + "train_step": 506, + "sup_loss": 1.0548910990840334 + }, + { + "train_step": 507, + "sup_loss": 0.83401827694016 + }, + { + "train_step": 508, + "sup_loss": 0.89725003102349 + }, + { + "train_step": 509, + "sup_loss": 1.1619796784925405 + }, + { + "train_step": 510, + "sup_loss": 0.9095318784385605 + }, + { + "train_step": 511, + "sup_loss": 0.966041478498353 + }, + { + "train_step": 512, + "sup_loss": 1.1189220202544665 + }, + { + "train_step": 513, + "sup_loss": 1.035932116083954 + }, + { + "train_step": 514, + "sup_loss": 1.0437585484273846 + }, + { + "train_step": 515, + "sup_loss": 0.980463704862809 + }, + { + "train_step": 516, + "sup_loss": 1.3212493020220206 + }, + { + "train_step": 517, + "sup_loss": 0.8213103831098303 + }, + { + "train_step": 518, + "sup_loss": 1.2386827571976753 + }, + { + "train_step": 519, + "sup_loss": 1.1252236752351086 + }, + { + "train_step": 520, + "sup_loss": 1.1366204530542847 + }, + { + "train_step": 521, + "sup_loss": 1.0645472694434874 + }, + { + "train_step": 522, + "sup_loss": 1.042761974811604 + }, + { + "train_step": 523, + "sup_loss": 1.030931172298077 + }, + { + "train_step": 524, + "sup_loss": 1.1898241109630734 + }, + { + "train_step": 525, + "sup_loss": 0.9008423148288219 + }, + { + "train_step": 526, + "sup_loss": 0.9914200311443666 + }, + { + "train_step": 527, + "sup_loss": 0.9501471348239893 + }, + { + "train_step": 528, + "sup_loss": 1.210102040204386 + }, + { + "train_step": 529, + "sup_loss": 0.9503691814093762 + }, + { + "train_step": 530, + "sup_loss": 1.2952529992509425 + }, + { + "train_step": 531, + "sup_loss": 0.9526451213099726 + }, + { + "train_step": 532, + "sup_loss": 1.1638149448583577 + }, + { + "train_step": 533, + "sup_loss": 0.7834956037753618 + }, + { + "train_step": 534, + "sup_loss": 0.9697160656413892 + }, + { + "train_step": 535, + "sup_loss": 0.9017169488517967 + }, + { + "train_step": 536, + "sup_loss": 1.0339850862990343 + }, + { + "train_step": 537, + "sup_loss": 0.9403435374529939 + }, + { + "train_step": 538, + "sup_loss": 0.976295752279075 + }, + { + "train_step": 539, + "sup_loss": 0.9205329688499344 + }, + { + "train_step": 540, + "sup_loss": 0.5906608282144038 + }, + { + "train_step": 541, + "sup_loss": 0.8114398272554854 + }, + { + "train_step": 542, + "sup_loss": 0.9691199872654522 + }, + { + "train_step": 543, + "sup_loss": 1.01385770599529 + }, + { + "train_step": 544, + "sup_loss": 0.9917936874988572 + }, + { + "train_step": 545, + "sup_loss": 1.0012757853478846 + }, + { + "train_step": 546, + "sup_loss": 0.9674017941554506 + }, + { + "train_step": 547, + "sup_loss": 1.0184248882040252 + }, + { + "train_step": 548, + "sup_loss": 1.1157263654048952 + }, + { + "train_step": 549, + "sup_loss": 1.0626080546062924 + }, + { + "train_step": 550, + "sup_loss": 0.7758036499355534 + }, + { + "train_step": 551, + "sup_loss": 0.9328287968973958 + }, + { + "train_step": 552, + "sup_loss": 0.8109169984926362 + }, + { + "train_step": 553, + "sup_loss": 0.9191372043399058 + }, + { + "train_step": 554, + "sup_loss": 0.9197025613203244 + }, + { + "train_step": 555, + "sup_loss": 1.0078141530402034 + }, + { + "train_step": 556, + "sup_loss": 0.9573241001724352 + }, + { + "train_step": 557, + "sup_loss": 0.9128546753105122 + }, + { + "train_step": 558, + "sup_loss": 0.8566221225487747 + }, + { + "train_step": 559, + "sup_loss": 0.7514424129502936 + }, + { + "train_step": 560, + "sup_loss": 0.6370008471893651 + }, + { + "train_step": 561, + "sup_loss": 0.960873285353226 + }, + { + "train_step": 562, + "sup_loss": 0.8768675360785196 + }, + { + "train_step": 563, + "sup_loss": 0.9329882047123916 + }, + { + "train_step": 564, + "sup_loss": 1.1095958898517444 + }, + { + "train_step": 565, + "sup_loss": 1.082473848929873 + }, + { + "train_step": 566, + "sup_loss": 1.0804385911701413 + }, + { + "train_step": 567, + "sup_loss": 0.7714419398192458 + }, + { + "train_step": 568, + "sup_loss": 0.9686020531201603 + }, + { + "train_step": 569, + "sup_loss": 0.9895897589842237 + }, + { + "train_step": 570, + "sup_loss": 0.8181438532198195 + }, + { + "train_step": 571, + "sup_loss": 1.1803319439794424 + }, + { + "train_step": 572, + "sup_loss": 0.9120313765449404 + }, + { + "train_step": 573, + "sup_loss": 0.861933596786152 + }, + { + "train_step": 574, + "sup_loss": 0.7149161846491531 + }, + { + "train_step": 575, + "sup_loss": 0.9190908170714165 + }, + { + "train_step": 576, + "sup_loss": 0.914213479875307 + }, + { + "train_step": 577, + "sup_loss": 0.8083704003208927 + }, + { + "train_step": 578, + "sup_loss": 0.8336312384361061 + }, + { + "train_step": 579, + "sup_loss": 0.984203745865913 + }, + { + "train_step": 580, + "sup_loss": 0.8831947240496855 + }, + { + "train_step": 581, + "sup_loss": 0.8734149913614704 + }, + { + "train_step": 582, + "sup_loss": 0.905991172245982 + }, + { + "train_step": 583, + "sup_loss": 0.7879134648031507 + }, + { + "train_step": 584, + "sup_loss": 0.9829536745206916 + }, + { + "train_step": 585, + "sup_loss": 0.8424748029884765 + }, + { + "train_step": 586, + "sup_loss": 0.9107218944564719 + }, + { + "train_step": 587, + "sup_loss": 0.8196173500633397 + }, + { + "train_step": 588, + "sup_loss": 0.9763307749113219 + }, + { + "train_step": 589, + "sup_loss": 0.8319259798346647 + }, + { + "train_step": 590, + "sup_loss": 0.8809121601350364 + }, + { + "train_step": 591, + "sup_loss": 0.9126620240976413 + }, + { + "train_step": 592, + "sup_loss": 0.8258547837519559 + }, + { + "train_step": 593, + "sup_loss": 0.9015250676244398 + }, + { + "train_step": 594, + "sup_loss": 0.7152672900069731 + }, + { + "train_step": 595, + "sup_loss": 0.7189491349840869 + }, + { + "train_step": 596, + "sup_loss": 0.7948822677037277 + }, + { + "train_step": 597, + "sup_loss": 0.9283959515738152 + }, + { + "train_step": 598, + "sup_loss": 0.8416088790697316 + }, + { + "train_step": 599, + "sup_loss": 0.7228295594847908 + }, + { + "train_step": 600, + "sup_loss": 0.8340949972224834 + }, + { + "train_step": 601, + "sup_loss": 1.013157924869413 + }, + { + "train_step": 602, + "sup_loss": 0.8404986901393708 + }, + { + "train_step": 603, + "sup_loss": 0.9690713336940715 + }, + { + "train_step": 604, + "sup_loss": 0.8669142495608103 + }, + { + "train_step": 605, + "sup_loss": 0.8951627866499122 + }, + { + "train_step": 606, + "sup_loss": 0.7990149232018882 + }, + { + "train_step": 607, + "sup_loss": 0.8061511219083021 + }, + { + "train_step": 608, + "sup_loss": 0.8600210374669025 + }, + { + "train_step": 609, + "sup_loss": 0.8415640248400508 + }, + { + "train_step": 610, + "sup_loss": 0.9625885708494335 + }, + { + "train_step": 611, + "sup_loss": 0.909477797711728 + }, + { + "train_step": 612, + "sup_loss": 1.092217123133727 + }, + { + "train_step": 613, + "sup_loss": 0.7002219509695824 + }, + { + "train_step": 614, + "sup_loss": 0.7693357074272655 + }, + { + "train_step": 615, + "sup_loss": 0.9118223802361755 + }, + { + "train_step": 616, + "sup_loss": 0.7335624232211267 + }, + { + "train_step": 617, + "sup_loss": 0.9589858786898986 + }, + { + "train_step": 618, + "sup_loss": 0.696505630697213 + }, + { + "train_step": 619, + "sup_loss": 0.84039408310417 + }, + { + "train_step": 620, + "sup_loss": 0.9846042627729094 + }, + { + "train_step": 621, + "sup_loss": 0.7320437153814799 + }, + { + "train_step": 622, + "sup_loss": 0.8381748412062852 + }, + { + "train_step": 623, + "sup_loss": 0.8597900391551517 + }, + { + "train_step": 624, + "sup_loss": 0.7491367109311456 + }, + { + "train_step": 625, + "sup_loss": 0.7966040613593386 + }, + { + "train_step": 626, + "sup_loss": 0.925155223383582 + }, + { + "train_step": 627, + "sup_loss": 0.7589287883722319 + }, + { + "train_step": 628, + "sup_loss": 0.9326436174333298 + }, + { + "train_step": 629, + "sup_loss": 1.0319969622157263 + }, + { + "train_step": 630, + "sup_loss": 0.7873999547096195 + }, + { + "train_step": 631, + "sup_loss": 0.7612873469039444 + }, + { + "train_step": 632, + "sup_loss": 0.8924874445458895 + }, + { + "train_step": 633, + "sup_loss": 0.8051029925436646 + }, + { + "train_step": 634, + "sup_loss": 0.7795808120691067 + }, + { + "train_step": 635, + "sup_loss": 0.90221717540175 + }, + { + "train_step": 636, + "sup_loss": 0.8672346315006262 + }, + { + "train_step": 637, + "sup_loss": 0.8749801067267413 + }, + { + "train_step": 638, + "sup_loss": 0.6924558823572767 + }, + { + "train_step": 639, + "sup_loss": 0.7834198076164448 + }, + { + "train_step": 640, + "sup_loss": 0.8252011013481859 + }, + { + "train_step": 641, + "sup_loss": 0.8085792066391558 + }, + { + "train_step": 642, + "sup_loss": 0.7261081292422058 + }, + { + "train_step": 643, + "sup_loss": 0.9201204131961527 + }, + { + "train_step": 644, + "sup_loss": 0.7821284829268083 + }, + { + "train_step": 645, + "sup_loss": 0.8142738261340428 + }, + { + "train_step": 646, + "sup_loss": 0.8447042986569413 + }, + { + "train_step": 647, + "sup_loss": 0.7978870432462308 + }, + { + "train_step": 648, + "sup_loss": 0.8019173678608119 + }, + { + "train_step": 649, + "sup_loss": 0.9444586235398964 + }, + { + "train_step": 650, + "sup_loss": 0.8579840937193824 + }, + { + "train_step": 651, + "sup_loss": 0.8729750833049138 + }, + { + "train_step": 652, + "sup_loss": 0.8241851838968431 + }, + { + "train_step": 653, + "sup_loss": 0.7477181451779283 + }, + { + "train_step": 654, + "sup_loss": 0.765398059935555 + }, + { + "train_step": 655, + "sup_loss": 0.8228718135527636 + }, + { + "train_step": 656, + "sup_loss": 0.8078746486951301 + }, + { + "train_step": 657, + "sup_loss": 0.9370939749180099 + }, + { + "train_step": 658, + "sup_loss": 0.709898507804359 + }, + { + "train_step": 659, + "sup_loss": 0.7581979549730384 + }, + { + "train_step": 660, + "sup_loss": 0.7606634224530576 + }, + { + "train_step": 661, + "sup_loss": 0.8559437659307267 + }, + { + "train_step": 662, + "sup_loss": 0.869683244776515 + }, + { + "train_step": 663, + "sup_loss": 0.7955084530024127 + }, + { + "train_step": 664, + "sup_loss": 0.8379506465871577 + }, + { + "train_step": 665, + "sup_loss": 0.7100428344016746 + }, + { + "train_step": 666, + "sup_loss": 0.8389270052229679 + }, + { + "train_step": 667, + "sup_loss": 0.9623243789573589 + }, + { + "train_step": 668, + "sup_loss": 0.7908603018656413 + }, + { + "train_step": 669, + "sup_loss": 0.9945529691615546 + }, + { + "train_step": 670, + "sup_loss": 0.9778189571138863 + }, + { + "train_step": 671, + "sup_loss": 0.8501210892782077 + }, + { + "train_step": 672, + "sup_loss": 0.792934045695444 + }, + { + "train_step": 673, + "sup_loss": 0.835580482543365 + }, + { + "train_step": 674, + "sup_loss": 0.9665213139303032 + }, + { + "train_step": 675, + "sup_loss": 0.8012242274536866 + }, + { + "train_step": 676, + "sup_loss": 0.9031400066973612 + }, + { + "train_step": 677, + "sup_loss": 0.7482764222921218 + }, + { + "train_step": 678, + "sup_loss": 0.653051590286166 + }, + { + "train_step": 679, + "sup_loss": 0.9899613628505277 + }, + { + "train_step": 680, + "sup_loss": 0.828589722234761 + }, + { + "train_step": 681, + "sup_loss": 0.8699305573424532 + }, + { + "train_step": 682, + "sup_loss": 0.7570629677455835 + }, + { + "train_step": 683, + "sup_loss": 0.8176785422589078 + }, + { + "train_step": 684, + "sup_loss": 0.9381653721191423 + }, + { + "train_step": 685, + "sup_loss": 0.8454263460332566 + }, + { + "train_step": 686, + "sup_loss": 0.8894888594508157 + }, + { + "train_step": 687, + "sup_loss": 0.9563193908193306 + }, + { + "train_step": 688, + "sup_loss": 0.734786935598246 + }, + { + "train_step": 689, + "sup_loss": 0.7724821684190655 + }, + { + "train_step": 690, + "sup_loss": 0.8351392797571031 + }, + { + "train_step": 691, + "sup_loss": 0.8967172833562812 + }, + { + "train_step": 692, + "sup_loss": 0.7661000589974943 + }, + { + "train_step": 693, + "sup_loss": 0.8622643128186418 + }, + { + "train_step": 694, + "sup_loss": 0.7299523611955733 + }, + { + "train_step": 695, + "sup_loss": 0.8413122960562461 + }, + { + "train_step": 696, + "sup_loss": 0.838334822159851 + }, + { + "train_step": 697, + "sup_loss": 0.8305172367157527 + }, + { + "train_step": 698, + "sup_loss": 0.905524810713769 + }, + { + "train_step": 699, + "sup_loss": 0.8973955255160286 + }, + { + "train_step": 700, + "sup_loss": 0.7852566504535642 + }, + { + "train_step": 701, + "sup_loss": 0.7883484498621469 + }, + { + "train_step": 702, + "sup_loss": 0.764214729057527 + }, + { + "train_step": 703, + "sup_loss": 0.7986249376660737 + }, + { + "train_step": 704, + "sup_loss": 0.8147993662554213 + }, + { + "train_step": 705, + "sup_loss": 0.9045692282084657 + }, + { + "train_step": 706, + "sup_loss": 0.8275585757628616 + }, + { + "train_step": 707, + "sup_loss": 0.8789554888511868 + }, + { + "train_step": 708, + "sup_loss": 0.7641472191865778 + }, + { + "train_step": 709, + "sup_loss": 0.8585815437509176 + }, + { + "train_step": 710, + "sup_loss": 0.8347086085579524 + }, + { + "train_step": 711, + "sup_loss": 0.8306939096350765 + }, + { + "train_step": 712, + "sup_loss": 0.8347842868156083 + }, + { + "train_step": 713, + "sup_loss": 0.8244613910762308 + }, + { + "train_step": 714, + "sup_loss": 0.8916740736415328 + }, + { + "train_step": 715, + "sup_loss": 0.7044565351477057 + }, + { + "train_step": 716, + "sup_loss": 0.6318959204149561 + }, + { + "train_step": 717, + "sup_loss": 1.143087675915103 + }, + { + "train_step": 718, + "sup_loss": 0.7600043497945284 + }, + { + "train_step": 719, + "sup_loss": 0.7722398596064453 + }, + { + "train_step": 720, + "sup_loss": 0.7808237021874201 + }, + { + "train_step": 721, + "sup_loss": 0.7292812568441501 + }, + { + "train_step": 722, + "sup_loss": 0.8773712588101752 + }, + { + "train_step": 723, + "sup_loss": 0.7997511919216881 + }, + { + "train_step": 724, + "sup_loss": 0.7914007900366742 + }, + { + "train_step": 725, + "sup_loss": 0.6601889786844682 + }, + { + "train_step": 726, + "sup_loss": 0.8751254485336715 + }, + { + "train_step": 727, + "sup_loss": 0.746447669043616 + }, + { + "train_step": 728, + "sup_loss": 0.7020084651006062 + }, + { + "train_step": 729, + "sup_loss": 0.7960287347520294 + }, + { + "train_step": 730, + "sup_loss": 0.6873575081599075 + }, + { + "train_step": 731, + "sup_loss": 0.8094282696789967 + }, + { + "train_step": 732, + "sup_loss": 0.8241549773066035 + }, + { + "train_step": 733, + "sup_loss": 0.7089061761404465 + }, + { + "train_step": 734, + "sup_loss": 0.7528870828373138 + }, + { + "train_step": 735, + "sup_loss": 0.8242891682989304 + }, + { + "train_step": 736, + "sup_loss": 0.9171124577060382 + }, + { + "train_step": 737, + "sup_loss": 0.7940202217682314 + }, + { + "train_step": 738, + "sup_loss": 0.9204892067009086 + }, + { + "train_step": 739, + "sup_loss": 0.7441714286962972 + }, + { + "train_step": 740, + "sup_loss": 0.7552638474998556 + }, + { + "train_step": 741, + "sup_loss": 0.8455108536079053 + }, + { + "train_step": 742, + "sup_loss": 0.8357528622293879 + }, + { + "train_step": 743, + "sup_loss": 0.9035648232390975 + }, + { + "train_step": 744, + "sup_loss": 0.7813318805922956 + }, + { + "train_step": 745, + "sup_loss": 0.7741205978215097 + }, + { + "train_step": 746, + "sup_loss": 0.7713941961383302 + }, + { + "train_step": 747, + "sup_loss": 0.531708712681604 + }, + { + "train_step": 748, + "sup_loss": 0.8169877104775177 + }, + { + "train_step": 749, + "sup_loss": 0.838869709746542 + }, + { + "train_step": 750, + "sup_loss": 0.731198215275585 + }, + { + "train_step": 751, + "sup_loss": 0.7359230894217269 + }, + { + "train_step": 752, + "sup_loss": 0.6860729310476026 + }, + { + "train_step": 753, + "sup_loss": 0.7261074405485938 + }, + { + "train_step": 754, + "sup_loss": 0.7111007088976117 + }, + { + "train_step": 755, + "sup_loss": 0.7182847672718905 + }, + { + "train_step": 756, + "sup_loss": 0.8377120622131509 + }, + { + "train_step": 757, + "sup_loss": 0.711147974973033 + }, + { + "train_step": 758, + "sup_loss": 0.8321285800967723 + }, + { + "train_step": 759, + "sup_loss": 0.6948210308724415 + }, + { + "train_step": 760, + "sup_loss": 0.8083162257634422 + }, + { + "train_step": 761, + "sup_loss": 0.7833910546120916 + }, + { + "train_step": 762, + "sup_loss": 0.814133063484482 + }, + { + "train_step": 763, + "sup_loss": 0.8811716291070552 + }, + { + "train_step": 764, + "sup_loss": 0.8422314274558469 + }, + { + "train_step": 765, + "sup_loss": 0.5785608557680005 + }, + { + "train_step": 766, + "sup_loss": 0.8815311289102487 + }, + { + "train_step": 767, + "sup_loss": 0.6906019363631031 + }, + { + "train_step": 768, + "sup_loss": 0.8825135099911944 + }, + { + "train_step": 769, + "sup_loss": 0.7140462166347514 + }, + { + "train_step": 770, + "sup_loss": 0.8465704115646698 + }, + { + "train_step": 771, + "sup_loss": 0.6208816425732038 + }, + { + "train_step": 772, + "sup_loss": 0.9732601832276586 + }, + { + "train_step": 773, + "sup_loss": 0.7600441769968714 + }, + { + "train_step": 774, + "sup_loss": 0.8435250459771721 + }, + { + "train_step": 775, + "sup_loss": 0.8189324190261429 + }, + { + "train_step": 776, + "sup_loss": 0.8919682515392497 + }, + { + "train_step": 777, + "sup_loss": 0.835930881749864 + }, + { + "train_step": 778, + "sup_loss": 0.7807033814477371 + }, + { + "train_step": 779, + "sup_loss": 0.8260837949542975 + }, + { + "train_step": 780, + "sup_loss": 0.8393078760102507 + }, + { + "train_step": 781, + "sup_loss": 0.8294250912671608 + }, + { + "train_step": 782, + "sup_loss": 0.8873995792144651 + }, + { + "train_step": 783, + "sup_loss": 0.7280213543327948 + }, + { + "train_step": 784, + "sup_loss": 0.793382784116092 + }, + { + "train_step": 785, + "sup_loss": 0.8757059519544115 + }, + { + "train_step": 786, + "sup_loss": 0.8214724821630645 + }, + { + "train_step": 787, + "sup_loss": 0.7961574158671795 + }, + { + "train_step": 788, + "sup_loss": 0.9250854887238268 + }, + { + "train_step": 789, + "sup_loss": 0.7789653640766492 + }, + { + "train_step": 790, + "sup_loss": 0.8399638752646053 + }, + { + "train_step": 791, + "sup_loss": 0.7875669318696321 + }, + { + "train_step": 792, + "sup_loss": 0.9540702818728958 + }, + { + "train_step": 793, + "sup_loss": 0.7699589424152765 + }, + { + "train_step": 794, + "sup_loss": 0.7116468351903839 + }, + { + "train_step": 795, + "sup_loss": 0.8717434281675125 + }, + { + "train_step": 796, + "sup_loss": 0.7702380976694727 + }, + { + "train_step": 797, + "sup_loss": 0.7934664816056234 + }, + { + "train_step": 798, + "sup_loss": 0.8119756401222727 + }, + { + "train_step": 799, + "sup_loss": 0.9054787366937045 + }, + { + "train_step": 800, + "sup_loss": 0.735533246105228 + }, + { + "train_step": 801, + "sup_loss": 0.8198377242368282 + }, + { + "train_step": 802, + "sup_loss": 0.8614454660905574 + }, + { + "train_step": 803, + "sup_loss": 0.887836080697358 + }, + { + "train_step": 804, + "sup_loss": 0.6508245891698607 + }, + { + "train_step": 805, + "sup_loss": 0.7775641359404855 + }, + { + "train_step": 806, + "sup_loss": 0.683186437674009 + }, + { + "train_step": 807, + "sup_loss": 0.7160537154396095 + }, + { + "train_step": 808, + "sup_loss": 0.8471835848925007 + }, + { + "train_step": 809, + "sup_loss": 0.6919747850365245 + }, + { + "train_step": 810, + "sup_loss": 0.7351162870012184 + }, + { + "train_step": 811, + "sup_loss": 0.8028173033251021 + }, + { + "train_step": 812, + "sup_loss": 0.8173241014936978 + }, + { + "train_step": 813, + "sup_loss": 0.8321222285472177 + }, + { + "train_step": 814, + "sup_loss": 0.7992785739614807 + }, + { + "train_step": 815, + "sup_loss": 0.775434878120938 + }, + { + "train_step": 816, + "sup_loss": 0.8828603197651977 + }, + { + "train_step": 817, + "sup_loss": 0.6326775819219055 + }, + { + "train_step": 818, + "sup_loss": 0.7451985217885032 + }, + { + "train_step": 819, + "sup_loss": 0.681227411103593 + }, + { + "train_step": 820, + "sup_loss": 0.7805023294657378 + }, + { + "train_step": 821, + "sup_loss": 0.7019918623907169 + }, + { + "train_step": 822, + "sup_loss": 0.7852457968184339 + }, + { + "train_step": 823, + "sup_loss": 0.7929809595560257 + }, + { + "train_step": 824, + "sup_loss": 0.6453363819885407 + }, + { + "train_step": 825, + "sup_loss": 0.7537857991887501 + }, + { + "train_step": 826, + "sup_loss": 0.6720068092054918 + }, + { + "train_step": 827, + "sup_loss": 0.8750978260012159 + }, + { + "train_step": 828, + "sup_loss": 0.6993876003970312 + }, + { + "train_step": 829, + "sup_loss": 0.7836146214903926 + }, + { + "train_step": 830, + "sup_loss": 0.7765245574540071 + }, + { + "train_step": 831, + "sup_loss": 0.7809825036943804 + }, + { + "train_step": 832, + "sup_loss": 0.802543674086078 + }, + { + "train_step": 833, + "sup_loss": 0.7114137913912333 + }, + { + "train_step": 834, + "sup_loss": 0.7105360416723931 + }, + { + "train_step": 835, + "sup_loss": 0.9122872880719115 + }, + { + "train_step": 836, + "sup_loss": 0.6499887179312325 + }, + { + "train_step": 837, + "sup_loss": 0.8066786891941434 + }, + { + "train_step": 838, + "sup_loss": 0.7500302096524264 + }, + { + "train_step": 839, + "sup_loss": 0.6428706448331155 + }, + { + "train_step": 840, + "sup_loss": 0.6997510793600799 + }, + { + "train_step": 841, + "sup_loss": 0.8220832402981995 + }, + { + "train_step": 842, + "sup_loss": 0.6332787153915107 + }, + { + "train_step": 843, + "sup_loss": 0.8536971979773237 + }, + { + "train_step": 844, + "sup_loss": 0.9753287632848917 + }, + { + "train_step": 845, + "sup_loss": 0.7786749702695092 + }, + { + "train_step": 846, + "sup_loss": 0.7426181065264554 + }, + { + "train_step": 847, + "sup_loss": 0.9054637992276541 + }, + { + "train_step": 848, + "sup_loss": 0.7741285881143568 + }, + { + "train_step": 849, + "sup_loss": 0.8370323095850231 + }, + { + "train_step": 850, + "sup_loss": 0.6864129029325992 + }, + { + "train_step": 851, + "sup_loss": 0.7790339883207047 + }, + { + "train_step": 852, + "sup_loss": 0.6426959325565041 + }, + { + "train_step": 853, + "sup_loss": 0.7845067663182929 + }, + { + "train_step": 854, + "sup_loss": 0.7468415327587119 + }, + { + "train_step": 855, + "sup_loss": 0.8261877315478462 + }, + { + "train_step": 856, + "sup_loss": 0.895769007299627 + }, + { + "train_step": 857, + "sup_loss": 0.9822195490690911 + }, + { + "train_step": 858, + "sup_loss": 0.6281663963861278 + }, + { + "train_step": 859, + "sup_loss": 0.7850267882560119 + }, + { + "train_step": 860, + "sup_loss": 0.8680366496251938 + }, + { + "train_step": 861, + "sup_loss": 0.7790028006828188 + }, + { + "train_step": 862, + "sup_loss": 0.6492667003401085 + }, + { + "train_step": 863, + "sup_loss": 0.8651981505074751 + }, + { + "train_step": 864, + "sup_loss": 0.7783033462152871 + }, + { + "train_step": 865, + "sup_loss": 0.77660333949164 + }, + { + "train_step": 866, + "sup_loss": 0.796880489670525 + }, + { + "train_step": 867, + "sup_loss": 0.7582919727051188 + }, + { + "train_step": 868, + "sup_loss": 0.8436285967993721 + }, + { + "train_step": 869, + "sup_loss": 0.8752064950730384 + }, + { + "train_step": 870, + "sup_loss": 0.8487760897195105 + }, + { + "train_step": 871, + "sup_loss": 0.7149503634865111 + }, + { + "train_step": 872, + "sup_loss": 0.880125232108216 + }, + { + "train_step": 873, + "sup_loss": 0.6285789799360155 + }, + { + "train_step": 874, + "sup_loss": 0.7967136399729878 + }, + { + "train_step": 875, + "sup_loss": 0.7928809963277273 + }, + { + "train_step": 876, + "sup_loss": 0.7525728321872689 + }, + { + "train_step": 877, + "sup_loss": 0.8029018437919042 + }, + { + "train_step": 878, + "sup_loss": 0.9470639305921726 + }, + { + "train_step": 879, + "sup_loss": 0.8836934999547974 + }, + { + "train_step": 880, + "sup_loss": 0.7157186477754126 + }, + { + "train_step": 881, + "sup_loss": 0.7035641031127056 + }, + { + "train_step": 882, + "sup_loss": 0.8450900208875326 + }, + { + "train_step": 883, + "sup_loss": 0.7453635771653044 + }, + { + "train_step": 884, + "sup_loss": 0.8218945074511953 + }, + { + "train_step": 885, + "sup_loss": 0.8018417343365247 + }, + { + "train_step": 886, + "sup_loss": 0.7921833471794708 + }, + { + "train_step": 887, + "sup_loss": 0.6983153338524339 + }, + { + "train_step": 888, + "sup_loss": 0.8546335586473272 + }, + { + "train_step": 889, + "sup_loss": 0.833143669068632 + }, + { + "train_step": 890, + "sup_loss": 0.7302381812286783 + }, + { + "train_step": 891, + "sup_loss": 0.8458410465605842 + }, + { + "train_step": 892, + "sup_loss": 0.5941486720779993 + }, + { + "train_step": 893, + "sup_loss": 0.706594804633925 + }, + { + "train_step": 894, + "sup_loss": 0.7628655821426787 + }, + { + "train_step": 895, + "sup_loss": 0.8062913097020242 + }, + { + "train_step": 896, + "sup_loss": 0.7456899122774204 + }, + { + "train_step": 897, + "sup_loss": 0.8675802384143076 + }, + { + "train_step": 898, + "sup_loss": 0.8259626061594755 + }, + { + "train_step": 899, + "sup_loss": 0.7898136443078925 + }, + { + "train_step": 900, + "sup_loss": 0.7051574130096236 + }, + { + "train_step": 901, + "sup_loss": 0.7384120727926906 + }, + { + "train_step": 902, + "sup_loss": 0.7938258278444754 + }, + { + "train_step": 903, + "sup_loss": 0.941349638665239 + }, + { + "train_step": 904, + "sup_loss": 0.8596026114091714 + }, + { + "train_step": 905, + "sup_loss": 0.756104518708862 + }, + { + "train_step": 906, + "sup_loss": 0.758711603705219 + }, + { + "train_step": 907, + "sup_loss": 0.842382694963586 + }, + { + "train_step": 908, + "sup_loss": 0.6869706810855312 + }, + { + "train_step": 909, + "sup_loss": 0.8235058182562232 + }, + { + "train_step": 910, + "sup_loss": 0.9854700105501977 + }, + { + "train_step": 911, + "sup_loss": 0.7145966718856053 + }, + { + "train_step": 912, + "sup_loss": 0.636089024408931 + }, + { + "train_step": 913, + "sup_loss": 0.9988186428218431 + }, + { + "train_step": 914, + "sup_loss": 0.8969976936919816 + }, + { + "train_step": 915, + "sup_loss": 0.5769937721307377 + }, + { + "train_step": 916, + "sup_loss": 0.7882430976998079 + }, + { + "train_step": 917, + "sup_loss": 0.8952726311370992 + }, + { + "train_step": 918, + "sup_loss": 0.8084228722073523 + }, + { + "train_step": 919, + "sup_loss": 0.725338898945055 + }, + { + "train_step": 920, + "sup_loss": 0.863871202831549 + }, + { + "train_step": 921, + "sup_loss": 0.8329177575661143 + }, + { + "train_step": 922, + "sup_loss": 0.7432457438301969 + }, + { + "train_step": 923, + "sup_loss": 0.7558095454126863 + }, + { + "train_step": 924, + "sup_loss": 0.8269963591616265 + }, + { + "train_step": 925, + "sup_loss": 0.7262540535811971 + }, + { + "train_step": 926, + "sup_loss": 0.7767909185472389 + }, + { + "train_step": 927, + "sup_loss": 0.8171811232764044 + }, + { + "train_step": 928, + "sup_loss": 0.7898982033217308 + }, + { + "train_step": 929, + "sup_loss": 0.8853014302747314 + }, + { + "train_step": 930, + "sup_loss": 0.6214460427309956 + }, + { + "train_step": 931, + "sup_loss": 0.7595935968254185 + }, + { + "train_step": 932, + "sup_loss": 0.6321039819473425 + }, + { + "train_step": 933, + "sup_loss": 0.6917209640159361 + }, + { + "train_step": 934, + "sup_loss": 0.7220148049487162 + }, + { + "train_step": 935, + "sup_loss": 0.6026401856523899 + }, + { + "train_step": 936, + "sup_loss": 0.7206005384905909 + }, + { + "train_step": 937, + "sup_loss": 0.6371980889042284 + }, + { + "train_step": 938, + "sup_loss": 0.6370708691254059 + }, + { + "train_step": 939, + "sup_loss": 0.7071684571895476 + }, + { + "train_step": 940, + "sup_loss": 0.8222420933518346 + }, + { + "train_step": 941, + "sup_loss": 0.682811318482098 + }, + { + "train_step": 942, + "sup_loss": 0.8454517598530775 + }, + { + "train_step": 943, + "sup_loss": 0.8527770839862014 + }, + { + "train_step": 944, + "sup_loss": 0.8380622142163325 + }, + { + "train_step": 945, + "sup_loss": 0.8209457256433784 + }, + { + "train_step": 946, + "sup_loss": 0.7858712988140603 + }, + { + "train_step": 947, + "sup_loss": 0.7564624734019503 + }, + { + "train_step": 948, + "sup_loss": 0.8016516228952196 + }, + { + "train_step": 949, + "sup_loss": 0.7117371524837107 + }, + { + "train_step": 950, + "sup_loss": 0.8214144931773507 + }, + { + "train_step": 951, + "sup_loss": 0.8376572634529013 + }, + { + "train_step": 952, + "sup_loss": 0.8226013366248521 + }, + { + "train_step": 953, + "sup_loss": 0.8860412965632953 + }, + { + "train_step": 954, + "sup_loss": 0.7152867481869806 + }, + { + "train_step": 955, + "sup_loss": 0.8333693524521386 + }, + { + "train_step": 956, + "sup_loss": 0.7253866078661143 + }, + { + "train_step": 957, + "sup_loss": 0.8204319853458908 + }, + { + "train_step": 958, + "sup_loss": 0.7237275973452587 + }, + { + "train_step": 959, + "sup_loss": 0.7655293802429026 + }, + { + "train_step": 960, + "sup_loss": 0.8007543056872884 + }, + { + "train_step": 961, + "sup_loss": 0.7497613883344421 + }, + { + "train_step": 962, + "sup_loss": 0.80470357007026 + }, + { + "train_step": 963, + "sup_loss": 0.871770897629343 + }, + { + "train_step": 964, + "sup_loss": 0.7601149198870264 + }, + { + "train_step": 965, + "sup_loss": 0.7140907632802842 + }, + { + "train_step": 966, + "sup_loss": 0.5500520146611346 + }, + { + "train_step": 967, + "sup_loss": 0.696250947272461 + }, + { + "train_step": 968, + "sup_loss": 0.8510674987367743 + }, + { + "train_step": 969, + "sup_loss": 0.848305753666636 + }, + { + "train_step": 970, + "sup_loss": 0.8974720701987753 + }, + { + "train_step": 971, + "sup_loss": 0.859722615670687 + }, + { + "train_step": 972, + "sup_loss": 0.702934071766219 + }, + { + "train_step": 973, + "sup_loss": 0.7620052199707235 + }, + { + "train_step": 974, + "sup_loss": 0.6545853676866782 + }, + { + "train_step": 975, + "sup_loss": 0.6581970602071382 + }, + { + "train_step": 976, + "sup_loss": 0.8614720656833101 + }, + { + "train_step": 977, + "sup_loss": 0.7109554934091742 + }, + { + "train_step": 978, + "sup_loss": 0.6855331127925868 + }, + { + "train_step": 979, + "sup_loss": 0.7288621187962734 + }, + { + "train_step": 980, + "sup_loss": 0.8804090043394369 + }, + { + "train_step": 981, + "sup_loss": 0.6540989948768411 + }, + { + "train_step": 982, + "sup_loss": 0.8077154820741617 + }, + { + "train_step": 983, + "sup_loss": 0.6873940079214128 + }, + { + "train_step": 984, + "sup_loss": 0.7034000900341022 + }, + { + "train_step": 985, + "sup_loss": 0.85245408807605 + }, + { + "train_step": 986, + "sup_loss": 0.7617459524642858 + }, + { + "train_step": 987, + "sup_loss": 0.7771376356381716 + }, + { + "train_step": 988, + "sup_loss": 0.6875554948266085 + }, + { + "train_step": 989, + "sup_loss": 0.7199282453990055 + }, + { + "train_step": 990, + "sup_loss": 0.7079572929628539 + }, + { + "train_step": 991, + "sup_loss": 0.6501357350388333 + }, + { + "train_step": 992, + "sup_loss": 0.8752529241945766 + }, + { + "train_step": 993, + "sup_loss": 0.9779233456845016 + }, + { + "train_step": 994, + "sup_loss": 0.6479247321414052 + }, + { + "train_step": 995, + "sup_loss": 0.6556078621605284 + }, + { + "train_step": 996, + "sup_loss": 0.8084843179559331 + }, + { + "train_step": 997, + "sup_loss": 0.8209057586660993 + }, + { + "train_step": 998, + "sup_loss": 0.8106559777381399 + }, + { + "train_step": 999, + "sup_loss": 0.6710891821887709 + }, + { + "train_step": 1000, + "sup_loss": 0.7146530793714808 + }, + { + "train_step": 1001, + "sup_loss": 0.8919560168936975 + }, + { + "train_step": 1002, + "sup_loss": 0.7326798095686103 + }, + { + "train_step": 1003, + "sup_loss": 0.6053508131194908 + }, + { + "train_step": 1004, + "sup_loss": 0.8541945155486854 + }, + { + "train_step": 1005, + "sup_loss": 0.9663427008357202 + }, + { + "train_step": 1006, + "sup_loss": 0.8743265156073067 + }, + { + "train_step": 1007, + "sup_loss": 0.785336106829561 + }, + { + "train_step": 1008, + "sup_loss": 0.7981518477426931 + }, + { + "train_step": 1009, + "sup_loss": 0.773681019354571 + }, + { + "train_step": 1010, + "sup_loss": 0.8502159917053186 + }, + { + "train_step": 1011, + "sup_loss": 0.8727325337790474 + }, + { + "train_step": 1012, + "sup_loss": 0.6042764626651594 + }, + { + "train_step": 1013, + "sup_loss": 0.7241068563177778 + }, + { + "train_step": 1014, + "sup_loss": 0.8558753243103642 + }, + { + "train_step": 1015, + "sup_loss": 0.7947928489737253 + }, + { + "train_step": 1016, + "sup_loss": 0.7504157600627086 + }, + { + "train_step": 1017, + "sup_loss": 0.6171756267190929 + }, + { + "train_step": 1018, + "sup_loss": 0.7343532042342367 + }, + { + "train_step": 1019, + "sup_loss": 0.8447567216823014 + }, + { + "train_step": 1020, + "sup_loss": 0.8380597013194928 + }, + { + "train_step": 1021, + "sup_loss": 0.80481415320807 + }, + { + "train_step": 1022, + "sup_loss": 0.6935430595468705 + }, + { + "train_step": 1023, + "sup_loss": 0.7324177033720498 + }, + { + "train_step": 1024, + "sup_loss": 0.6633087167908331 + }, + { + "train_step": 1025, + "sup_loss": 0.6054491967151145 + }, + { + "train_step": 1026, + "sup_loss": 0.8411517574898179 + }, + { + "train_step": 1027, + "sup_loss": 0.6300008077401088 + }, + { + "train_step": 1028, + "sup_loss": 0.7770725548127658 + }, + { + "train_step": 1029, + "sup_loss": 0.9821360731093479 + }, + { + "train_step": 1030, + "sup_loss": 0.7597321631535768 + }, + { + "train_step": 1031, + "sup_loss": 0.46500004220425417 + }, + { + "train_step": 1032, + "sup_loss": 0.9853143734445156 + }, + { + "train_step": 1033, + "sup_loss": 0.7775407076068337 + }, + { + "train_step": 1034, + "sup_loss": 0.8816272149346293 + }, + { + "train_step": 1035, + "sup_loss": 0.7813373241760637 + }, + { + "train_step": 1036, + "sup_loss": 0.7195896580175739 + }, + { + "train_step": 1037, + "sup_loss": 0.6795048018459736 + }, + { + "train_step": 1038, + "sup_loss": 0.5276955904113392 + }, + { + "train_step": 1039, + "sup_loss": 0.8556597166326552 + }, + { + "train_step": 1040, + "sup_loss": 0.6975681078481363 + }, + { + "train_step": 1041, + "sup_loss": 0.8710474292929209 + }, + { + "train_step": 1042, + "sup_loss": 0.8969376397628448 + }, + { + "train_step": 1043, + "sup_loss": 0.9761017330695999 + }, + { + "train_step": 1044, + "sup_loss": 0.7164092601539978 + }, + { + "train_step": 1045, + "sup_loss": 0.7941393000946806 + }, + { + "train_step": 1046, + "sup_loss": 0.7643819238916815 + }, + { + "train_step": 1047, + "sup_loss": 0.6801264365795171 + }, + { + "train_step": 1048, + "sup_loss": 0.6212454473822902 + }, + { + "train_step": 1049, + "sup_loss": 0.7273808935750465 + }, + { + "train_step": 1050, + "sup_loss": 0.8998389694284704 + }, + { + "train_step": 1051, + "sup_loss": 0.653755391195829 + }, + { + "train_step": 1052, + "sup_loss": 0.5554326756724137 + }, + { + "train_step": 1053, + "sup_loss": 0.8545579247091155 + }, + { + "train_step": 1054, + "sup_loss": 0.6559559093454305 + }, + { + "train_step": 1055, + "sup_loss": 0.6734017256992904 + }, + { + "train_step": 1056, + "sup_loss": 0.9586760733166437 + }, + { + "train_step": 1057, + "sup_loss": 0.7453895885717052 + }, + { + "train_step": 1058, + "sup_loss": 0.5879324848383114 + }, + { + "train_step": 1059, + "sup_loss": 0.8589072790341268 + }, + { + "train_step": 1060, + "sup_loss": 0.7369985261328603 + }, + { + "train_step": 1061, + "sup_loss": 1.1747352674338185 + }, + { + "train_step": 1062, + "sup_loss": 0.8692146146453487 + }, + { + "train_step": 1063, + "sup_loss": 0.6889629807360983 + }, + { + "train_step": 1064, + "sup_loss": 0.823121137548374 + }, + { + "train_step": 1065, + "sup_loss": 0.47372272523901643 + }, + { + "train_step": 1066, + "sup_loss": 0.7699747575581789 + }, + { + "train_step": 1067, + "sup_loss": 0.9070301479154331 + }, + { + "train_step": 1068, + "sup_loss": 0.8380360350535934 + }, + { + "train_step": 1069, + "sup_loss": 0.6849964574069904 + }, + { + "train_step": 1070, + "sup_loss": 0.7156438086300825 + }, + { + "train_step": 1071, + "sup_loss": 0.6942423726837942 + }, + { + "train_step": 1072, + "sup_loss": 0.7500000580521384 + }, + { + "train_step": 1073, + "sup_loss": 0.7957110046932334 + }, + { + "train_step": 1074, + "sup_loss": 0.6786435218608069 + }, + { + "train_step": 1075, + "sup_loss": 0.852261780663845 + }, + { + "train_step": 1076, + "sup_loss": 0.7691669996050831 + }, + { + "train_step": 1077, + "sup_loss": 0.8030431875441356 + }, + { + "train_step": 1078, + "sup_loss": 0.7368617486732943 + }, + { + "train_step": 1079, + "sup_loss": 0.6936693434279635 + }, + { + "train_step": 1080, + "sup_loss": 0.7549519092925259 + }, + { + "train_step": 1081, + "sup_loss": 0.830818561242737 + }, + { + "train_step": 1082, + "sup_loss": 0.5807722919387985 + }, + { + "train_step": 1083, + "sup_loss": 0.7495762247886741 + }, + { + "train_step": 1084, + "sup_loss": 0.5921945178654507 + }, + { + "train_step": 1085, + "sup_loss": 0.7380584248616541 + }, + { + "train_step": 1086, + "sup_loss": 0.7311464395035054 + }, + { + "train_step": 1087, + "sup_loss": 0.4808251531034366 + }, + { + "train_step": 1088, + "sup_loss": 0.8321244764848872 + }, + { + "train_step": 1089, + "sup_loss": 0.6742497397085843 + }, + { + "train_step": 1090, + "sup_loss": 0.6199748629472274 + }, + { + "train_step": 1091, + "sup_loss": 0.6961409289206669 + }, + { + "train_step": 1092, + "sup_loss": 0.6745599376130637 + }, + { + "train_step": 1093, + "sup_loss": 0.878609226242195 + }, + { + "train_step": 1094, + "sup_loss": 0.574071217740307 + }, + { + "train_step": 1095, + "sup_loss": 0.8209414884126356 + }, + { + "train_step": 1096, + "sup_loss": 0.7095376905026389 + }, + { + "train_step": 1097, + "sup_loss": 0.8510817320828921 + }, + { + "train_step": 1098, + "sup_loss": 0.601031493937983 + }, + { + "train_step": 1099, + "sup_loss": 0.776377469396398 + }, + { + "train_step": 1100, + "sup_loss": 0.8315882986930057 + }, + { + "train_step": 1101, + "sup_loss": 0.47259055046778364 + }, + { + "train_step": 1102, + "sup_loss": 0.7579506308056093 + }, + { + "train_step": 1103, + "sup_loss": 0.734049031352446 + }, + { + "train_step": 1104, + "sup_loss": 0.688469892112965 + }, + { + "train_step": 1105, + "sup_loss": 0.748216634163513 + }, + { + "train_step": 1106, + "sup_loss": 0.6169870788632996 + }, + { + "train_step": 1107, + "sup_loss": 0.70647691498079 + }, + { + "train_step": 1108, + "sup_loss": 0.8980453905170243 + }, + { + "train_step": 1109, + "sup_loss": 0.48785198409238184 + }, + { + "train_step": 1110, + "sup_loss": 0.9187121072675105 + }, + { + "train_step": 1111, + "sup_loss": 0.8020336776791216 + }, + { + "train_step": 1112, + "sup_loss": 0.8514800779011138 + }, + { + "train_step": 1113, + "sup_loss": 0.7710246877999205 + }, + { + "train_step": 1114, + "sup_loss": 0.7206795809183819 + }, + { + "train_step": 1115, + "sup_loss": 0.4074149752923208 + }, + { + "train_step": 1116, + "sup_loss": 0.802730890322623 + }, + { + "train_step": 1117, + "sup_loss": 0.7111928103823615 + }, + { + "train_step": 1118, + "sup_loss": 0.6988734193096764 + }, + { + "train_step": 1119, + "sup_loss": 0.7970735588886626 + }, + { + "train_step": 1120, + "sup_loss": 0.605004741961583 + }, + { + "train_step": 1121, + "sup_loss": 0.6419401480786422 + }, + { + "train_step": 1122, + "sup_loss": 0.7029604955516625 + }, + { + "train_step": 1123, + "sup_loss": 0.7206520698503822 + }, + { + "train_step": 1124, + "sup_loss": 0.8367332394782279 + }, + { + "train_step": 1125, + "sup_loss": 0.44219145880840655 + }, + { + "train_step": 1126, + "sup_loss": 0.7613267901535322 + }, + { + "train_step": 1127, + "sup_loss": 0.7009906473783123 + }, + { + "train_step": 1128, + "sup_loss": 0.6595574127857622 + }, + { + "train_step": 1129, + "sup_loss": 0.771181593264681 + }, + { + "train_step": 1130, + "sup_loss": 0.6979468688833499 + }, + { + "train_step": 1131, + "sup_loss": 0.4894517669965677 + }, + { + "train_step": 1132, + "sup_loss": 0.7544315906401143 + }, + { + "train_step": 1133, + "sup_loss": 0.6455615567468153 + }, + { + "train_step": 1134, + "sup_loss": 0.5720694489242347 + }, + { + "train_step": 1135, + "sup_loss": 0.48059211331781015 + }, + { + "train_step": 1136, + "sup_loss": 0.616534392458501 + }, + { + "train_step": 1137, + "sup_loss": 0.7875063612690549 + }, + { + "train_step": 1138, + "sup_loss": 0.7863603346881829 + }, + { + "train_step": 1139, + "sup_loss": 0.6922942401130519 + }, + { + "train_step": 1140, + "sup_loss": 0.675839299551325 + }, + { + "train_step": 1141, + "sup_loss": 0.8250991972153205 + }, + { + "train_step": 1142, + "sup_loss": 0.7635809062667075 + }, + { + "train_step": 1143, + "sup_loss": 0.7617035135929867 + }, + { + "train_step": 1144, + "sup_loss": 0.6080803910376169 + }, + { + "train_step": 1145, + "sup_loss": 0.904580415825553 + }, + { + "train_step": 1146, + "sup_loss": 0.6038809530878807 + }, + { + "train_step": 1147, + "sup_loss": 0.8155025765992481 + }, + { + "train_step": 1148, + "sup_loss": 0.7168632671828494 + }, + { + "train_step": 1149, + "sup_loss": 0.7885072456658654 + }, + { + "train_step": 1150, + "sup_loss": 0.6693905591172403 + }, + { + "train_step": 1151, + "sup_loss": 0.6676563321188634 + }, + { + "train_step": 1152, + "sup_loss": 0.8490312558183297 + }, + { + "train_step": 1153, + "sup_loss": 0.8224209546260426 + }, + { + "train_step": 1154, + "sup_loss": 0.4796757663248137 + }, + { + "train_step": 1155, + "sup_loss": 0.6329313031871572 + }, + { + "train_step": 1156, + "sup_loss": 0.7449012058901708 + }, + { + "train_step": 1157, + "sup_loss": 0.6671388502264722 + }, + { + "train_step": 1158, + "sup_loss": 0.6846226627284518 + }, + { + "train_step": 1159, + "sup_loss": 0.6914599779380405 + }, + { + "train_step": 1160, + "sup_loss": 0.8174282244651456 + }, + { + "train_step": 1161, + "sup_loss": 0.6682925302337079 + }, + { + "train_step": 1162, + "sup_loss": 0.7513168222467619 + }, + { + "train_step": 1163, + "sup_loss": 0.9054794464739955 + }, + { + "train_step": 1164, + "sup_loss": 0.6366425908425444 + }, + { + "train_step": 1165, + "sup_loss": 0.7837681570224568 + }, + { + "train_step": 1166, + "sup_loss": 0.6731866308470346 + }, + { + "train_step": 1167, + "sup_loss": 0.6794355826434951 + }, + { + "train_step": 1168, + "sup_loss": 0.5982859213888136 + }, + { + "train_step": 1169, + "sup_loss": 0.7514954273986335 + }, + { + "train_step": 1170, + "sup_loss": 0.83655769399974 + }, + { + "train_step": 1171, + "sup_loss": 0.7987795882517923 + }, + { + "train_step": 1172, + "sup_loss": 0.7763165082363488 + }, + { + "train_step": 1173, + "sup_loss": 0.6408111324512674 + }, + { + "train_step": 1174, + "sup_loss": 0.6894077736790725 + }, + { + "train_step": 1175, + "sup_loss": 0.7626558627657314 + }, + { + "train_step": 1176, + "sup_loss": 0.3964195153767104 + }, + { + "train_step": 1177, + "sup_loss": 0.7689237289417199 + }, + { + "train_step": 1178, + "sup_loss": 0.8995555229980072 + }, + { + "train_step": 1179, + "sup_loss": 0.8682803310432566 + }, + { + "train_step": 1180, + "sup_loss": 0.8805719956395734 + }, + { + "train_step": 1181, + "sup_loss": 0.6614078096445222 + }, + { + "train_step": 1182, + "sup_loss": 0.6863526029694688 + }, + { + "train_step": 1183, + "sup_loss": 0.5821854638804793 + }, + { + "train_step": 1184, + "sup_loss": 0.6236454550557461 + }, + { + "train_step": 1185, + "sup_loss": 0.7659578507126575 + }, + { + "train_step": 1186, + "sup_loss": 0.7004943258675325 + }, + { + "train_step": 1187, + "sup_loss": 0.9689051289120575 + }, + { + "train_step": 1188, + "sup_loss": 0.7829078081161656 + }, + { + "train_step": 1189, + "sup_loss": 0.6905372921303192 + }, + { + "train_step": 1190, + "sup_loss": 0.8134335820155786 + }, + { + "train_step": 1191, + "sup_loss": 0.769004399637515 + }, + { + "train_step": 1192, + "sup_loss": 0.6238930419025716 + }, + { + "train_step": 1193, + "sup_loss": 0.685752275499808 + }, + { + "train_step": 1194, + "sup_loss": 0.8231459826634677 + }, + { + "train_step": 1195, + "sup_loss": 0.869850958498706 + }, + { + "train_step": 1196, + "sup_loss": 0.6457004100323879 + }, + { + "train_step": 1197, + "sup_loss": 0.8035118539628142 + }, + { + "train_step": 1198, + "sup_loss": 0.7240728427746865 + }, + { + "train_step": 1199, + "sup_loss": 0.7752714236615816 + }, + { + "train_step": 1200, + "sup_loss": 0.6779435584628718 + }, + { + "train_step": 1201, + "sup_loss": 0.765045544274491 + }, + { + "train_step": 1202, + "sup_loss": 0.763481529611792 + }, + { + "train_step": 1203, + "sup_loss": 0.7834502757473772 + }, + { + "train_step": 1204, + "sup_loss": 0.7518682033932234 + }, + { + "train_step": 1205, + "sup_loss": 0.6476752218021354 + }, + { + "train_step": 1206, + "sup_loss": 0.6494450997705338 + }, + { + "train_step": 1207, + "sup_loss": 0.7616613776287814 + }, + { + "train_step": 1208, + "sup_loss": 0.7464508671415464 + }, + { + "train_step": 1209, + "sup_loss": 0.739574885768595 + }, + { + "train_step": 1210, + "sup_loss": 0.5165049256463211 + }, + { + "train_step": 1211, + "sup_loss": 0.6798613337273143 + }, + { + "train_step": 1212, + "sup_loss": 0.8406608901268889 + }, + { + "train_step": 1213, + "sup_loss": 0.6282270471394651 + }, + { + "train_step": 1214, + "sup_loss": 0.5614911898274486 + }, + { + "train_step": 1215, + "sup_loss": 0.6946941365449282 + }, + { + "train_step": 1216, + "sup_loss": 0.7208074916718901 + }, + { + "train_step": 1217, + "sup_loss": 0.7847275068198852 + }, + { + "train_step": 1218, + "sup_loss": 0.7180904565407196 + }, + { + "train_step": 1219, + "sup_loss": 0.8595291219823227 + }, + { + "train_step": 1220, + "sup_loss": 0.8184540361784025 + }, + { + "train_step": 1221, + "sup_loss": 0.5200089712423615 + }, + { + "train_step": 1222, + "sup_loss": 0.7845901659756165 + }, + { + "train_step": 1223, + "sup_loss": 0.7796713204717153 + }, + { + "train_step": 1224, + "sup_loss": 0.7776818613972777 + }, + { + "train_step": 1225, + "sup_loss": 0.7153077203879883 + }, + { + "train_step": 1226, + "sup_loss": 0.6474334496533674 + }, + { + "train_step": 1227, + "sup_loss": 0.6822253123787803 + }, + { + "train_step": 1228, + "sup_loss": 0.750122286770078 + }, + { + "train_step": 1229, + "sup_loss": 0.5931804347037342 + }, + { + "train_step": 1230, + "sup_loss": 0.7239734581625829 + }, + { + "train_step": 1231, + "sup_loss": 0.7622244506610625 + }, + { + "train_step": 1232, + "sup_loss": 0.4822163330369428 + }, + { + "train_step": 1233, + "sup_loss": 0.7992543140847909 + }, + { + "train_step": 1234, + "sup_loss": 0.6266863374567855 + }, + { + "train_step": 1235, + "sup_loss": 0.7526022042626455 + }, + { + "train_step": 1236, + "sup_loss": 0.8371377354293416 + }, + { + "train_step": 1237, + "sup_loss": 0.7465637821563375 + }, + { + "train_step": 1238, + "sup_loss": 0.7791683984944142 + }, + { + "train_step": 1239, + "sup_loss": 0.615601322994021 + }, + { + "train_step": 1240, + "sup_loss": 0.8180859902066695 + }, + { + "train_step": 1241, + "sup_loss": 0.7021405890255038 + }, + { + "train_step": 1242, + "sup_loss": 0.6696641893870496 + }, + { + "train_step": 1243, + "sup_loss": 0.6338760345096129 + }, + { + "train_step": 1244, + "sup_loss": 0.794416060607384 + }, + { + "train_step": 1245, + "sup_loss": 0.5773712531496111 + }, + { + "train_step": 1246, + "sup_loss": 0.5095560439495094 + }, + { + "train_step": 1247, + "sup_loss": 0.7120723666889106 + }, + { + "train_step": 1248, + "sup_loss": 0.6813057415486834 + }, + { + "train_step": 1249, + "sup_loss": 0.7121067832878495 + }, + { + "train_step": 1250, + "sup_loss": 0.653366165035247 + }, + { + "train_step": 1251, + "sup_loss": 0.7913586312415807 + }, + { + "train_step": 1252, + "sup_loss": 0.636088777436667 + }, + { + "train_step": 1253, + "sup_loss": 0.7062481151578625 + }, + { + "train_step": 1254, + "sup_loss": 0.6963376347979747 + }, + { + "train_step": 1255, + "sup_loss": 0.5375696177876351 + }, + { + "train_step": 1256, + "sup_loss": 0.8539263913927567 + }, + { + "train_step": 1257, + "sup_loss": 0.8505015111935836 + }, + { + "train_step": 1258, + "sup_loss": 0.9094759726554346 + }, + { + "train_step": 1259, + "sup_loss": 0.7295404996806433 + }, + { + "train_step": 1260, + "sup_loss": 0.8657114143072459 + }, + { + "train_step": 1261, + "sup_loss": 0.7448493472105232 + }, + { + "train_step": 1262, + "sup_loss": 0.6978891539541573 + }, + { + "train_step": 1263, + "sup_loss": 0.7037753407495727 + }, + { + "train_step": 1264, + "sup_loss": 0.778782741063979 + }, + { + "train_step": 1265, + "sup_loss": 0.7900904526277145 + }, + { + "train_step": 1266, + "sup_loss": 0.7740102941376076 + }, + { + "train_step": 1267, + "sup_loss": 0.633949630620035 + }, + { + "train_step": 1268, + "sup_loss": 0.7310552981353443 + }, + { + "train_step": 1269, + "sup_loss": 0.8587440174173002 + }, + { + "train_step": 1270, + "sup_loss": 0.5656749914781365 + }, + { + "train_step": 1271, + "sup_loss": 0.7561113475541089 + }, + { + "train_step": 1272, + "sup_loss": 0.8213182196071614 + }, + { + "train_step": 1273, + "sup_loss": 0.5208744778152079 + }, + { + "train_step": 1274, + "sup_loss": 0.7865236011797259 + }, + { + "train_step": 1275, + "sup_loss": 0.7634245324006532 + }, + { + "train_step": 1276, + "sup_loss": 0.8448005120095714 + }, + { + "train_step": 1277, + "sup_loss": 0.7013570842104189 + }, + { + "train_step": 1278, + "sup_loss": 0.7013416898051669 + }, + { + "train_step": 1279, + "sup_loss": 0.6581341086191058 + }, + { + "train_step": 1280, + "sup_loss": 0.7546555188358766 + }, + { + "train_step": 1281, + "sup_loss": 0.8385891620034747 + }, + { + "train_step": 1282, + "sup_loss": 0.8310482566774003 + }, + { + "train_step": 1283, + "sup_loss": 0.8018071341261733 + }, + { + "train_step": 1284, + "sup_loss": 0.801485012704084 + }, + { + "train_step": 1285, + "sup_loss": 0.7583057027515887 + }, + { + "train_step": 1286, + "sup_loss": 0.8041336205004129 + }, + { + "train_step": 1287, + "sup_loss": 0.633384440283735 + }, + { + "train_step": 1288, + "sup_loss": 0.6525445588370069 + }, + { + "train_step": 1289, + "sup_loss": 0.7911839240511079 + }, + { + "train_step": 1290, + "sup_loss": 1.1765650460765773 + }, + { + "train_step": 1291, + "sup_loss": 0.7793938464280323 + }, + { + "train_step": 1292, + "sup_loss": 0.6975251569328055 + }, + { + "train_step": 1293, + "sup_loss": 0.702943003215417 + }, + { + "train_step": 1294, + "sup_loss": 0.6769715658842212 + }, + { + "train_step": 1295, + "sup_loss": 0.6458803910775983 + }, + { + "train_step": 1296, + "sup_loss": 0.7491397905323222 + }, + { + "train_step": 1297, + "sup_loss": 0.761250874059183 + }, + { + "train_step": 1298, + "sup_loss": 0.7865574783490819 + }, + { + "train_step": 1299, + "sup_loss": 0.6523396762546579 + }, + { + "train_step": 1300, + "sup_loss": 0.6403067007938611 + }, + { + "train_step": 1301, + "sup_loss": 0.6435044067098394 + }, + { + "train_step": 1302, + "sup_loss": 0.6516034948157162 + }, + { + "train_step": 1303, + "sup_loss": 0.8415930076886585 + }, + { + "train_step": 1304, + "sup_loss": 0.6004116391866128 + }, + { + "train_step": 1305, + "sup_loss": 0.6232442821974454 + }, + { + "train_step": 1306, + "sup_loss": 0.8200488180318045 + }, + { + "train_step": 1307, + "sup_loss": 0.7783781560833448 + }, + { + "train_step": 1308, + "sup_loss": 0.5866098486674063 + }, + { + "train_step": 1309, + "sup_loss": 0.7431152477227329 + }, + { + "train_step": 1310, + "sup_loss": 0.6588564567738814 + }, + { + "train_step": 1311, + "sup_loss": 0.7845785359149872 + }, + { + "train_step": 1312, + "sup_loss": 0.7584363154881215 + }, + { + "train_step": 1313, + "sup_loss": 0.7864246142416692 + }, + { + "train_step": 1314, + "sup_loss": 0.8212554064066957 + }, + { + "train_step": 1315, + "sup_loss": 0.592157923834928 + }, + { + "train_step": 1316, + "sup_loss": 0.799179416181588 + }, + { + "train_step": 1317, + "sup_loss": 0.6609467363526172 + }, + { + "train_step": 1318, + "sup_loss": 0.6314047666899228 + }, + { + "train_step": 1319, + "sup_loss": 0.8115476584395984 + }, + { + "train_step": 1320, + "sup_loss": 0.7684972548850216 + }, + { + "train_step": 1321, + "sup_loss": 0.7208747104790718 + }, + { + "train_step": 1322, + "sup_loss": 0.5979651178037395 + }, + { + "train_step": 1323, + "sup_loss": 0.8012247603801944 + }, + { + "train_step": 1324, + "sup_loss": 0.8986457471960447 + }, + { + "train_step": 1325, + "sup_loss": 0.7010746422035319 + }, + { + "train_step": 1326, + "sup_loss": 0.7973490040792369 + }, + { + "train_step": 1327, + "sup_loss": 0.7159286620196489 + }, + { + "train_step": 1328, + "sup_loss": 0.7984909859615517 + }, + { + "train_step": 1329, + "sup_loss": 0.595887118761026 + }, + { + "train_step": 1330, + "sup_loss": 0.6637588229814128 + }, + { + "train_step": 1331, + "sup_loss": 0.6871636795501077 + }, + { + "train_step": 1332, + "sup_loss": 0.6834407286870403 + }, + { + "train_step": 1333, + "sup_loss": 0.7569091313912499 + }, + { + "train_step": 1334, + "sup_loss": 0.6570144865777655 + }, + { + "train_step": 1335, + "sup_loss": 0.6970395680589049 + }, + { + "train_step": 1336, + "sup_loss": 0.7691435563965985 + }, + { + "train_step": 1337, + "sup_loss": 0.4285027932416847 + }, + { + "train_step": 1338, + "sup_loss": 0.31733973851544606 + }, + { + "train_step": 1339, + "sup_loss": 0.6259392823361994 + }, + { + "train_step": 1340, + "sup_loss": 0.8277574339281871 + }, + { + "train_step": 1341, + "sup_loss": 0.8306097483261046 + }, + { + "train_step": 1342, + "sup_loss": 0.7203334992573435 + }, + { + "train_step": 1343, + "sup_loss": 0.571104501733532 + }, + { + "train_step": 1344, + "sup_loss": 0.7555536649026068 + }, + { + "train_step": 1345, + "sup_loss": 0.699096530478015 + }, + { + "train_step": 1346, + "sup_loss": 0.7891837909248476 + }, + { + "train_step": 1347, + "sup_loss": 0.6151302122670249 + }, + { + "train_step": 1348, + "sup_loss": 0.6952559150839946 + }, + { + "train_step": 1349, + "sup_loss": 0.6434297854255636 + }, + { + "train_step": 1350, + "sup_loss": 0.671047627869689 + }, + { + "train_step": 1351, + "sup_loss": 0.8374519570251931 + }, + { + "train_step": 1352, + "sup_loss": 0.7469510203462003 + }, + { + "train_step": 1353, + "sup_loss": 0.8673503114085236 + }, + { + "train_step": 1354, + "sup_loss": 0.6920398241095286 + }, + { + "train_step": 1355, + "sup_loss": 0.6855402139101012 + }, + { + "train_step": 1356, + "sup_loss": 0.8116682813901686 + }, + { + "train_step": 1357, + "sup_loss": 0.7343539366491313 + }, + { + "train_step": 1358, + "sup_loss": 0.7056152199695389 + }, + { + "train_step": 1359, + "sup_loss": 0.6625700804235395 + }, + { + "train_step": 1360, + "sup_loss": 0.836767873904592 + }, + { + "train_step": 1361, + "sup_loss": 0.7635197408060672 + }, + { + "train_step": 1362, + "sup_loss": 0.6132954211073298 + }, + { + "train_step": 1363, + "sup_loss": 0.8012019794128792 + }, + { + "train_step": 1364, + "sup_loss": 0.7803666110970421 + }, + { + "train_step": 1365, + "sup_loss": 0.6765573034726167 + }, + { + "train_step": 1366, + "sup_loss": 0.6048565993524297 + }, + { + "train_step": 1367, + "sup_loss": 0.7120923126540788 + }, + { + "train_step": 1368, + "sup_loss": 0.7842518628647677 + }, + { + "train_step": 1369, + "sup_loss": 0.735182824807737 + }, + { + "train_step": 1370, + "sup_loss": 0.7309514244641485 + }, + { + "train_step": 1371, + "sup_loss": 0.8618283607718391 + }, + { + "train_step": 1372, + "sup_loss": 0.6186963190475704 + }, + { + "train_step": 1373, + "sup_loss": 0.5482772305966415 + }, + { + "train_step": 1374, + "sup_loss": 0.6586780752126277 + }, + { + "train_step": 1375, + "sup_loss": 0.8555295670899513 + }, + { + "train_step": 1376, + "sup_loss": 0.5076810931107886 + }, + { + "train_step": 1377, + "sup_loss": 0.6029705789624179 + }, + { + "train_step": 1378, + "sup_loss": 0.8459235376838814 + }, + { + "train_step": 1379, + "sup_loss": 0.8186030700868584 + }, + { + "train_step": 1380, + "sup_loss": 0.7866930845002417 + }, + { + "train_step": 1381, + "sup_loss": 0.7960983382387243 + }, + { + "train_step": 1382, + "sup_loss": 0.7453552045098207 + }, + { + "train_step": 1383, + "sup_loss": 0.847393015751154 + }, + { + "train_step": 1384, + "sup_loss": 0.6888445724608976 + }, + { + "train_step": 1385, + "sup_loss": 0.846758233114379 + }, + { + "train_step": 1386, + "sup_loss": 0.6291287639977619 + }, + { + "train_step": 1387, + "sup_loss": 0.6536136873635464 + }, + { + "train_step": 1388, + "sup_loss": 0.7384019962639814 + }, + { + "train_step": 1389, + "sup_loss": 0.6301019155405672 + }, + { + "train_step": 1390, + "sup_loss": 0.8213217446920521 + }, + { + "train_step": 1391, + "sup_loss": 0.7881319191103967 + }, + { + "train_step": 1392, + "sup_loss": 0.6640167594314164 + }, + { + "train_step": 1393, + "sup_loss": 0.6759359840411172 + }, + { + "train_step": 1394, + "sup_loss": 0.7367012207683616 + }, + { + "train_step": 1395, + "sup_loss": 0.7392825151797362 + }, + { + "train_step": 1396, + "sup_loss": 0.8126981522239907 + }, + { + "train_step": 1397, + "sup_loss": 0.5699794594859937 + }, + { + "train_step": 1398, + "sup_loss": 0.8047954292797428 + }, + { + "train_step": 1399, + "sup_loss": 0.6663009307052217 + }, + { + "train_step": 1400, + "sup_loss": 0.6591085043330636 + }, + { + "train_step": 1401, + "sup_loss": 0.7087825262826929 + }, + { + "train_step": 1402, + "sup_loss": 0.7861085724476694 + }, + { + "train_step": 1403, + "sup_loss": 0.8462767728729703 + }, + { + "train_step": 1404, + "sup_loss": 0.8200914568205242 + }, + { + "train_step": 1405, + "sup_loss": 0.8246935797325311 + }, + { + "train_step": 1406, + "sup_loss": 0.7875134990143373 + }, + { + "train_step": 1407, + "sup_loss": 0.8416190285131573 + }, + { + "train_step": 1408, + "sup_loss": 0.5970123947410196 + }, + { + "train_step": 1409, + "sup_loss": 0.5345230470141416 + }, + { + "train_step": 1410, + "sup_loss": 0.6912435761662452 + }, + { + "train_step": 1411, + "sup_loss": 0.6345643949319821 + }, + { + "train_step": 1412, + "sup_loss": 0.8306524472192729 + }, + { + "train_step": 1413, + "sup_loss": 0.6735912618179499 + }, + { + "train_step": 1414, + "sup_loss": 0.4268589301813989 + }, + { + "train_step": 1415, + "sup_loss": 0.7891586589409232 + }, + { + "train_step": 1416, + "sup_loss": 0.6087249636534039 + }, + { + "train_step": 1417, + "sup_loss": 0.6036173404493201 + }, + { + "train_step": 1418, + "sup_loss": 0.758947622039153 + }, + { + "train_step": 1419, + "sup_loss": 0.6836864975942873 + }, + { + "train_step": 1420, + "sup_loss": 0.6816528612854518 + }, + { + "train_step": 1421, + "sup_loss": 0.6399883515262765 + }, + { + "train_step": 1422, + "sup_loss": 0.7693934299841882 + }, + { + "train_step": 1423, + "sup_loss": 0.7458505998230232 + }, + { + "train_step": 1424, + "sup_loss": 0.6476081265672295 + }, + { + "train_step": 1425, + "sup_loss": 0.7818015622686805 + }, + { + "train_step": 1426, + "sup_loss": 0.7999808559995388 + }, + { + "train_step": 1427, + "sup_loss": 0.613143720491177 + }, + { + "train_step": 1428, + "sup_loss": 0.7321120538923535 + }, + { + "train_step": 1429, + "sup_loss": 0.6987864871811718 + }, + { + "train_step": 1430, + "sup_loss": 0.4876638277310339 + }, + { + "train_step": 1431, + "sup_loss": 0.5269057514902014 + }, + { + "train_step": 1432, + "sup_loss": 0.8100722029096311 + }, + { + "train_step": 1433, + "sup_loss": 0.48009957831339006 + }, + { + "train_step": 1434, + "sup_loss": 0.70158103367977 + }, + { + "train_step": 1435, + "sup_loss": 0.725213062752493 + }, + { + "train_step": 1436, + "sup_loss": 0.8154438006403174 + }, + { + "train_step": 1437, + "sup_loss": 0.5754420580730415 + }, + { + "train_step": 1438, + "sup_loss": 0.5266717578509537 + }, + { + "train_step": 1439, + "sup_loss": 0.7230744238487217 + }, + { + "train_step": 1440, + "sup_loss": 0.822259885500258 + }, + { + "train_step": 1441, + "sup_loss": 0.7446581370681025 + }, + { + "train_step": 1442, + "sup_loss": 0.5367521558927361 + }, + { + "train_step": 1443, + "sup_loss": 0.7053462840256739 + }, + { + "train_step": 1444, + "sup_loss": 0.843260969383223 + }, + { + "train_step": 1445, + "sup_loss": 0.8378705937123168 + }, + { + "train_step": 1446, + "sup_loss": 0.673837704762011 + }, + { + "train_step": 1447, + "sup_loss": 0.6749894839861551 + }, + { + "train_step": 1448, + "sup_loss": 0.7735496768824516 + }, + { + "train_step": 1449, + "sup_loss": 0.8720311297173909 + }, + { + "train_step": 1450, + "sup_loss": 0.7110688105381745 + }, + { + "train_step": 1451, + "sup_loss": 0.9100607950787958 + }, + { + "train_step": 1452, + "sup_loss": 0.7272376620844678 + }, + { + "train_step": 1453, + "sup_loss": 0.5747289781391459 + }, + { + "train_step": 1454, + "sup_loss": 0.7684447221935106 + }, + { + "train_step": 1455, + "sup_loss": 0.7022846981945208 + }, + { + "train_step": 1456, + "sup_loss": 0.48276667907459286 + }, + { + "train_step": 1457, + "sup_loss": 0.8194171838097327 + }, + { + "train_step": 1458, + "sup_loss": 0.7029685690707974 + }, + { + "train_step": 1459, + "sup_loss": 0.6322753895250375 + }, + { + "train_step": 1460, + "sup_loss": 0.71304477525762 + }, + { + "train_step": 1461, + "sup_loss": 0.7014145813199637 + }, + { + "train_step": 1462, + "sup_loss": 0.6886779487817555 + }, + { + "train_step": 1463, + "sup_loss": 0.5728394375396236 + }, + { + "train_step": 1464, + "sup_loss": 0.7043553362317827 + }, + { + "train_step": 1465, + "sup_loss": 0.845608060190338 + }, + { + "train_step": 1466, + "sup_loss": 0.5202063891361909 + }, + { + "train_step": 1467, + "sup_loss": 0.8156964096103372 + }, + { + "train_step": 1468, + "sup_loss": 0.3503350201371572 + }, + { + "train_step": 1469, + "sup_loss": 0.719807951950616 + }, + { + "train_step": 1470, + "sup_loss": 0.7291213353208673 + }, + { + "train_step": 1471, + "sup_loss": 0.5556388316569353 + }, + { + "train_step": 1472, + "sup_loss": 0.7745190257604525 + }, + { + "train_step": 1473, + "sup_loss": 0.5458764189459732 + }, + { + "train_step": 1474, + "sup_loss": 0.635895269850143 + }, + { + "train_step": 1475, + "sup_loss": 0.7176398179874162 + }, + { + "train_step": 1476, + "sup_loss": 0.8517654601063767 + }, + { + "train_step": 1477, + "sup_loss": 0.6629642033173396 + }, + { + "train_step": 1478, + "sup_loss": 0.5157388951117257 + }, + { + "train_step": 1479, + "sup_loss": 0.5429009526562206 + }, + { + "train_step": 1480, + "sup_loss": 0.6059287254220491 + }, + { + "train_step": 1481, + "sup_loss": 0.45491171283973725 + }, + { + "train_step": 1482, + "sup_loss": 0.6917961826828098 + }, + { + "train_step": 1483, + "sup_loss": 0.790224887634136 + }, + { + "train_step": 1484, + "sup_loss": 0.5676985497326771 + }, + { + "train_step": 1485, + "sup_loss": 0.6591312310999927 + }, + { + "train_step": 1486, + "sup_loss": 0.5372800052533426 + }, + { + "train_step": 1487, + "sup_loss": 0.8759680539430711 + }, + { + "train_step": 1488, + "sup_loss": 0.5751866453089246 + }, + { + "train_step": 1489, + "sup_loss": 0.6635724127515297 + }, + { + "train_step": 1490, + "sup_loss": 0.631509925495188 + }, + { + "train_step": 1491, + "sup_loss": 0.8065889121923258 + }, + { + "train_step": 1492, + "sup_loss": 0.6217443944337907 + }, + { + "train_step": 1493, + "sup_loss": 0.5747775554266156 + }, + { + "train_step": 1494, + "sup_loss": 0.5295925194744941 + }, + { + "train_step": 1495, + "sup_loss": 0.697837247876374 + }, + { + "train_step": 1496, + "sup_loss": 0.8022901311765122 + }, + { + "train_step": 1497, + "sup_loss": 0.92418025019936 + }, + { + "train_step": 1498, + "sup_loss": 0.29743460607329064 + }, + { + "train_step": 1499, + "sup_loss": 0.6462872045489481 + }, + { + "train_step": 1500, + "sup_loss": 0.7258903077782696 + }, + { + "train_step": 1501, + "sup_loss": 0.8472891997220477 + }, + { + "train_step": 1502, + "sup_loss": 0.7959748206209216 + }, + { + "train_step": 1503, + "sup_loss": 0.8189575827211844 + }, + { + "train_step": 1504, + "sup_loss": 0.6604858105355429 + }, + { + "train_step": 1505, + "sup_loss": 0.58249349043108 + }, + { + "train_step": 1506, + "sup_loss": 0.6741773251768856 + }, + { + "train_step": 1507, + "sup_loss": 0.748547530731214 + }, + { + "train_step": 1508, + "sup_loss": 0.6399941577301931 + }, + { + "train_step": 1509, + "sup_loss": 0.6154403981041754 + }, + { + "train_step": 1510, + "sup_loss": 0.6789656252762102 + }, + { + "train_step": 1511, + "sup_loss": 0.7512798048294184 + }, + { + "train_step": 1512, + "sup_loss": 0.8252807979136585 + }, + { + "train_step": 1513, + "sup_loss": 0.7076750789014973 + }, + { + "train_step": 1514, + "sup_loss": 0.543540540501684 + }, + { + "train_step": 1515, + "sup_loss": 0.8447561522500572 + }, + { + "train_step": 1516, + "sup_loss": 0.5948983632822125 + }, + { + "train_step": 1517, + "sup_loss": 0.7256406865246972 + }, + { + "train_step": 1518, + "sup_loss": 0.6187675330503121 + }, + { + "train_step": 1519, + "sup_loss": 0.9033717760182643 + }, + { + "train_step": 1520, + "sup_loss": 0.512831188658684 + }, + { + "train_step": 1521, + "sup_loss": 0.690218363767091 + }, + { + "train_step": 1522, + "sup_loss": 0.6635322334682432 + }, + { + "train_step": 1523, + "sup_loss": 0.6527903442965746 + }, + { + "train_step": 1524, + "sup_loss": 0.5537043428069004 + }, + { + "train_step": 1525, + "sup_loss": 0.8416355062132426 + }, + { + "train_step": 1526, + "sup_loss": 0.846975161660968 + }, + { + "train_step": 1527, + "sup_loss": 0.8471229026463212 + }, + { + "train_step": 1528, + "sup_loss": 0.6811490774337517 + }, + { + "train_step": 1529, + "sup_loss": 0.6964834857078144 + }, + { + "train_step": 1530, + "sup_loss": 0.46293559245162375 + }, + { + "train_step": 1531, + "sup_loss": 0.657789576083587 + }, + { + "train_step": 1532, + "sup_loss": 0.5963458812523178 + }, + { + "train_step": 1533, + "sup_loss": 0.7296258241746104 + }, + { + "train_step": 1534, + "sup_loss": 0.7692304776963358 + }, + { + "train_step": 1535, + "sup_loss": 0.542249955283239 + }, + { + "train_step": 1536, + "sup_loss": 0.7684365106748757 + }, + { + "train_step": 1537, + "sup_loss": 0.7522417452460161 + }, + { + "train_step": 1538, + "sup_loss": 0.6225269948168781 + }, + { + "train_step": 1539, + "sup_loss": 0.7302100464324467 + }, + { + "train_step": 1540, + "sup_loss": 0.7156170714359634 + }, + { + "train_step": 1541, + "sup_loss": 0.8045315182032243 + }, + { + "train_step": 1542, + "sup_loss": 0.5529948189804157 + }, + { + "train_step": 1543, + "sup_loss": 0.7548880111791259 + }, + { + "train_step": 1544, + "sup_loss": 0.41577541234418447 + }, + { + "train_step": 1545, + "sup_loss": 0.7136476062167741 + }, + { + "train_step": 1546, + "sup_loss": 0.5645869973732123 + }, + { + "train_step": 1547, + "sup_loss": 0.6243440930168247 + }, + { + "train_step": 1548, + "sup_loss": 0.7649103064444293 + }, + { + "train_step": 1549, + "sup_loss": 0.6443881472780039 + }, + { + "train_step": 1550, + "sup_loss": 0.7970357638153025 + }, + { + "train_step": 1551, + "sup_loss": 0.7406162741341515 + }, + { + "train_step": 1552, + "sup_loss": 0.7163408833882969 + }, + { + "train_step": 1553, + "sup_loss": 0.7588906925141522 + }, + { + "train_step": 1554, + "sup_loss": 0.5872874981843976 + }, + { + "train_step": 1555, + "sup_loss": 0.7705343269140539 + }, + { + "train_step": 1556, + "sup_loss": 0.6396990994285984 + }, + { + "train_step": 1557, + "sup_loss": 0.7592749112670768 + }, + { + "train_step": 1558, + "sup_loss": 0.6520964893987021 + }, + { + "train_step": 1559, + "sup_loss": 0.6066275518771883 + }, + { + "train_step": 1560, + "sup_loss": 0.42459640681713223 + }, + { + "train_step": 1561, + "sup_loss": 0.7993141501079575 + }, + { + "train_step": 1562, + "sup_loss": 0.7838521204347755 + }, + { + "train_step": 1563, + "sup_loss": 0.6485168741062902 + }, + { + "train_step": 1564, + "sup_loss": 0.8122472031174895 + }, + { + "train_step": 1565, + "sup_loss": 0.6348329511269459 + }, + { + "train_step": 1566, + "sup_loss": 0.5766103734270273 + }, + { + "train_step": 1567, + "sup_loss": 0.8339228857614054 + }, + { + "train_step": 1568, + "sup_loss": 0.5596751797391692 + }, + { + "train_step": 1569, + "sup_loss": 0.6315352194958207 + }, + { + "train_step": 1570, + "sup_loss": 0.6256869830582658 + }, + { + "train_step": 1571, + "sup_loss": 0.6792754346086075 + }, + { + "train_step": 1572, + "sup_loss": 0.7874569957697871 + }, + { + "train_step": 1573, + "sup_loss": 0.8100496074132844 + }, + { + "train_step": 1574, + "sup_loss": 0.6379197370959685 + }, + { + "train_step": 1575, + "sup_loss": 0.705837738316137 + }, + { + "train_step": 1576, + "sup_loss": 0.6101465515808843 + }, + { + "train_step": 1577, + "sup_loss": 0.7072788455879301 + }, + { + "train_step": 1578, + "sup_loss": 0.7755697273465131 + }, + { + "train_step": 1579, + "sup_loss": 0.6448280357873281 + }, + { + "train_step": 1580, + "sup_loss": 0.728279228880036 + }, + { + "train_step": 1581, + "sup_loss": 0.7440292065571394 + }, + { + "train_step": 1582, + "sup_loss": 0.5655718854942596 + }, + { + "train_step": 1583, + "sup_loss": 0.5676119056547371 + }, + { + "train_step": 1584, + "sup_loss": 0.7007078115373431 + }, + { + "train_step": 1585, + "sup_loss": 0.5954142123383528 + }, + { + "train_step": 1586, + "sup_loss": 0.687137348645462 + }, + { + "train_step": 1587, + "sup_loss": 0.7085941400441413 + }, + { + "train_step": 1588, + "sup_loss": 0.8122944645472795 + }, + { + "train_step": 1589, + "sup_loss": 0.7780048864136141 + }, + { + "train_step": 1590, + "sup_loss": 0.7882340826833656 + }, + { + "train_step": 1591, + "sup_loss": 0.6144546817218635 + }, + { + "train_step": 1592, + "sup_loss": 0.8141054152941581 + }, + { + "train_step": 1593, + "sup_loss": 0.6376583127280575 + }, + { + "train_step": 1594, + "sup_loss": 0.7045629863533256 + }, + { + "train_step": 1595, + "sup_loss": 0.6760865657829876 + }, + { + "train_step": 1596, + "sup_loss": 0.9611532028140779 + }, + { + "train_step": 1597, + "sup_loss": 0.46422263280694676 + }, + { + "train_step": 1598, + "sup_loss": 0.7877471627515067 + }, + { + "train_step": 1599, + "sup_loss": 0.7099624529904225 + }, + { + "train_step": 1600, + "sup_loss": 0.663341028776071 + }, + { + "train_step": 1601, + "sup_loss": 0.7496058904888712 + }, + { + "train_step": 1602, + "sup_loss": 0.7968313779960429 + }, + { + "train_step": 1603, + "sup_loss": 0.7871162975011283 + }, + { + "train_step": 1604, + "sup_loss": 0.5625032578432733 + }, + { + "train_step": 1605, + "sup_loss": 0.6094326814601511 + }, + { + "train_step": 1606, + "sup_loss": 0.4473668556954422 + }, + { + "train_step": 1607, + "sup_loss": 0.674278373812852 + }, + { + "train_step": 1608, + "sup_loss": 0.8209311153225458 + }, + { + "train_step": 1609, + "sup_loss": 0.931505426029448 + }, + { + "train_step": 1610, + "sup_loss": 0.610263539170025 + }, + { + "train_step": 1611, + "sup_loss": 0.7248996823681743 + }, + { + "train_step": 1612, + "sup_loss": 0.7280135072812387 + }, + { + "train_step": 1613, + "sup_loss": 0.6128290863175354 + }, + { + "train_step": 1614, + "sup_loss": 0.7892628988158492 + }, + { + "train_step": 1615, + "sup_loss": 0.7796729085670825 + }, + { + "train_step": 1616, + "sup_loss": 0.6698540903409117 + }, + { + "train_step": 1617, + "sup_loss": 0.5698381613124105 + }, + { + "train_step": 1618, + "sup_loss": 0.533567875526655 + }, + { + "train_step": 1619, + "sup_loss": 0.6853400587804348 + }, + { + "train_step": 1620, + "sup_loss": 0.8142576804259021 + }, + { + "train_step": 1621, + "sup_loss": 0.8830676134402455 + }, + { + "train_step": 1622, + "sup_loss": 0.7427347513686503 + }, + { + "train_step": 1623, + "sup_loss": 0.8335505349731119 + }, + { + "train_step": 1624, + "sup_loss": 0.8883647900949865 + }, + { + "train_step": 1625, + "sup_loss": 0.5343059088842097 + }, + { + "train_step": 1626, + "sup_loss": 0.6787771554341099 + }, + { + "train_step": 1627, + "sup_loss": 0.6146190669051121 + }, + { + "train_step": 1628, + "sup_loss": 0.8128882833868428 + }, + { + "train_step": 1629, + "sup_loss": 0.7618422989987128 + }, + { + "train_step": 1630, + "sup_loss": 0.7670457343733702 + }, + { + "train_step": 1631, + "sup_loss": 0.6380078881163094 + }, + { + "train_step": 1632, + "sup_loss": 0.7210415879234678 + }, + { + "train_step": 1633, + "sup_loss": 0.5787398208607729 + }, + { + "train_step": 1634, + "sup_loss": 0.8293339613896117 + }, + { + "train_step": 1635, + "sup_loss": 0.8629941975596659 + }, + { + "train_step": 1636, + "sup_loss": 0.8823292959195629 + }, + { + "train_step": 1637, + "sup_loss": 0.6998246213163529 + }, + { + "train_step": 1638, + "sup_loss": 0.715892338466876 + }, + { + "train_step": 1639, + "sup_loss": 0.40390454725814356 + }, + { + "train_step": 1640, + "sup_loss": 0.8220730979898958 + }, + { + "train_step": 1641, + "sup_loss": 0.771501376633116 + }, + { + "train_step": 1642, + "sup_loss": 0.7096048666943998 + }, + { + "train_step": 1643, + "sup_loss": 0.7867988613389468 + }, + { + "train_step": 1644, + "sup_loss": 0.839499570124492 + }, + { + "train_step": 1645, + "sup_loss": 0.6747657471052739 + }, + { + "train_step": 1646, + "sup_loss": 0.6541448658019972 + }, + { + "train_step": 1647, + "sup_loss": 0.6455260852464483 + }, + { + "train_step": 1648, + "sup_loss": 0.6694196514769191 + }, + { + "train_step": 1649, + "sup_loss": 0.6265669414688692 + }, + { + "train_step": 1650, + "sup_loss": 0.6938505600765633 + }, + { + "train_step": 1651, + "sup_loss": 0.7241162080324905 + }, + { + "train_step": 1652, + "sup_loss": 0.7214382555053047 + }, + { + "train_step": 1653, + "sup_loss": 0.7859911684272646 + }, + { + "train_step": 1654, + "sup_loss": 0.5675906206540734 + }, + { + "train_step": 1655, + "sup_loss": 0.5470305335208139 + }, + { + "train_step": 1656, + "sup_loss": 0.7312523568961469 + }, + { + "train_step": 1657, + "sup_loss": 0.49163304752707804 + }, + { + "train_step": 1658, + "sup_loss": 0.5873004166073174 + }, + { + "train_step": 1659, + "sup_loss": 0.6751621303417371 + }, + { + "train_step": 1660, + "sup_loss": 0.7658319212572385 + }, + { + "train_step": 1661, + "sup_loss": 0.7689783403435816 + }, + { + "train_step": 1662, + "sup_loss": 0.5382345531039566 + }, + { + "train_step": 1663, + "sup_loss": 0.7266994584403142 + }, + { + "train_step": 1664, + "sup_loss": 0.7771130689049564 + }, + { + "train_step": 1665, + "sup_loss": 0.7288836171501659 + }, + { + "train_step": 1666, + "sup_loss": 0.6869591071959189 + }, + { + "train_step": 1667, + "sup_loss": 0.7361139321050698 + }, + { + "train_step": 1668, + "sup_loss": 0.6471361600225707 + }, + { + "train_step": 1669, + "sup_loss": 0.6975984484226566 + }, + { + "train_step": 1670, + "sup_loss": 0.5609446037207566 + }, + { + "train_step": 1671, + "sup_loss": 0.8018422199174638 + }, + { + "train_step": 1672, + "sup_loss": 0.8591862509229368 + }, + { + "train_step": 1673, + "sup_loss": 0.8060425088108335 + }, + { + "train_step": 1674, + "sup_loss": 0.7949353884367979 + }, + { + "train_step": 1675, + "sup_loss": 0.3844322773333152 + }, + { + "train_step": 1676, + "sup_loss": 0.8638293050844137 + }, + { + "train_step": 1677, + "sup_loss": 0.8451020924786267 + }, + { + "train_step": 1678, + "sup_loss": 1.0139885471468688 + }, + { + "train_step": 1679, + "sup_loss": 0.5232249531429974 + }, + { + "train_step": 1680, + "sup_loss": 0.7765901848483281 + }, + { + "train_step": 1681, + "sup_loss": 0.7351598740240365 + }, + { + "train_step": 1682, + "sup_loss": 0.6493073724854151 + }, + { + "train_step": 1683, + "sup_loss": 0.5159715736435759 + }, + { + "train_step": 1684, + "sup_loss": 0.6249919563612906 + }, + { + "train_step": 1685, + "sup_loss": 0.6610177447960544 + }, + { + "train_step": 1686, + "sup_loss": 0.6736575083123715 + }, + { + "train_step": 1687, + "sup_loss": 0.5724128646131186 + }, + { + "train_step": 1688, + "sup_loss": 0.5449939548145363 + }, + { + "train_step": 1689, + "sup_loss": 0.7008567695472153 + }, + { + "train_step": 1690, + "sup_loss": 0.5279861927652024 + }, + { + "train_step": 1691, + "sup_loss": 0.5689443247029456 + }, + { + "train_step": 1692, + "sup_loss": 0.6996708997647159 + }, + { + "train_step": 1693, + "sup_loss": 0.5947930890361989 + }, + { + "train_step": 1694, + "sup_loss": 0.549537036987515 + }, + { + "train_step": 1695, + "sup_loss": 0.7544938856534931 + }, + { + "train_step": 1696, + "sup_loss": 0.7208360101698195 + }, + { + "train_step": 1697, + "sup_loss": 0.649746632557938 + }, + { + "train_step": 1698, + "sup_loss": 0.603065629796539 + }, + { + "train_step": 1699, + "sup_loss": 0.7173337960806646 + }, + { + "train_step": 1700, + "sup_loss": 0.791430056767483 + }, + { + "train_step": 1701, + "sup_loss": 0.5821112912765247 + }, + { + "train_step": 1702, + "sup_loss": 0.6023225312031844 + }, + { + "train_step": 1703, + "sup_loss": 0.7691847966839007 + }, + { + "train_step": 1704, + "sup_loss": 0.5621999094893291 + }, + { + "train_step": 1705, + "sup_loss": 0.7127901319616876 + }, + { + "train_step": 1706, + "sup_loss": 0.6444653652351349 + }, + { + "train_step": 1707, + "sup_loss": 0.638325196975814 + }, + { + "train_step": 1708, + "sup_loss": 0.6999807505310691 + }, + { + "train_step": 1709, + "sup_loss": 0.8082815545363959 + }, + { + "train_step": 1710, + "sup_loss": 0.8141032491113573 + }, + { + "train_step": 1711, + "sup_loss": 0.5974037725137133 + }, + { + "train_step": 1712, + "sup_loss": 0.7732676152400154 + }, + { + "train_step": 1713, + "sup_loss": 0.7808371538970013 + }, + { + "train_step": 1714, + "sup_loss": 0.7687703147230912 + }, + { + "train_step": 1715, + "sup_loss": 0.6311524492922381 + }, + { + "train_step": 1716, + "sup_loss": 0.7634840117222136 + }, + { + "train_step": 1717, + "sup_loss": 0.7248813747225924 + }, + { + "train_step": 1718, + "sup_loss": 0.6431935035344984 + }, + { + "train_step": 1719, + "sup_loss": 0.6570835670171757 + }, + { + "train_step": 1720, + "sup_loss": 0.6486959132174618 + }, + { + "train_step": 1721, + "sup_loss": 0.49291513937665526 + }, + { + "train_step": 1722, + "sup_loss": 0.7218728584712192 + }, + { + "train_step": 1723, + "sup_loss": 0.6274236615934587 + }, + { + "train_step": 1724, + "sup_loss": 0.7258361189541304 + }, + { + "train_step": 1725, + "sup_loss": 0.5654448869276281 + }, + { + "train_step": 1726, + "sup_loss": 0.8295817142956796 + }, + { + "train_step": 1727, + "sup_loss": 0.6759235628170495 + }, + { + "train_step": 1728, + "sup_loss": 0.602930262437926 + }, + { + "train_step": 1729, + "sup_loss": 0.548627802500315 + }, + { + "train_step": 1730, + "sup_loss": 0.6242697957885904 + }, + { + "train_step": 1731, + "sup_loss": 0.6283500517885483 + }, + { + "train_step": 1732, + "sup_loss": 0.6909977987832607 + }, + { + "train_step": 1733, + "sup_loss": 0.5231676757612508 + }, + { + "train_step": 1734, + "sup_loss": 0.6721184766757791 + }, + { + "train_step": 1735, + "sup_loss": 0.8003570744202965 + }, + { + "train_step": 1736, + "sup_loss": 0.6469404223857103 + }, + { + "train_step": 1737, + "sup_loss": 0.6032783228757075 + }, + { + "train_step": 1738, + "sup_loss": 0.626338722531047 + }, + { + "train_step": 1739, + "sup_loss": 0.649330059437646 + }, + { + "train_step": 1740, + "sup_loss": 0.7871711324384321 + }, + { + "train_step": 1741, + "sup_loss": 0.4903521229144537 + }, + { + "train_step": 1742, + "sup_loss": 0.5551356324291714 + }, + { + "train_step": 1743, + "sup_loss": 0.7332540530518177 + }, + { + "train_step": 1744, + "sup_loss": 0.9191287494182476 + }, + { + "train_step": 1745, + "sup_loss": 0.5013904153028387 + }, + { + "train_step": 1746, + "sup_loss": 0.7977850541787876 + }, + { + "train_step": 1747, + "sup_loss": 0.6452331768756955 + }, + { + "train_step": 1748, + "sup_loss": 0.7213247330098234 + }, + { + "train_step": 1749, + "sup_loss": 0.599510093671125 + }, + { + "train_step": 1750, + "sup_loss": 0.6943192649509445 + }, + { + "train_step": 1751, + "sup_loss": 0.690050489844005 + }, + { + "train_step": 1752, + "sup_loss": 0.4661012507431633 + }, + { + "train_step": 1753, + "sup_loss": 0.7170598630966095 + }, + { + "train_step": 1754, + "sup_loss": 0.4319634871039157 + }, + { + "train_step": 1755, + "sup_loss": 0.6052914458393546 + }, + { + "train_step": 1756, + "sup_loss": 0.7218842758537376 + }, + { + "train_step": 1757, + "sup_loss": 0.6633047812939078 + }, + { + "train_step": 1758, + "sup_loss": 0.7680294479660481 + }, + { + "train_step": 1759, + "sup_loss": 0.7347618175993371 + }, + { + "train_step": 1760, + "sup_loss": 0.675702611414132 + }, + { + "train_step": 1761, + "sup_loss": 0.8867795765752309 + }, + { + "train_step": 1762, + "sup_loss": 0.5328543488257952 + }, + { + "train_step": 1763, + "sup_loss": 0.6344763301432611 + }, + { + "train_step": 1764, + "sup_loss": 0.6770169730613276 + }, + { + "train_step": 1765, + "sup_loss": 0.7584555522657394 + }, + { + "train_step": 1766, + "sup_loss": 0.5773373962397476 + }, + { + "train_step": 1767, + "sup_loss": 0.6533766586021146 + }, + { + "train_step": 1768, + "sup_loss": 0.7295710048646215 + }, + { + "train_step": 1769, + "sup_loss": 0.7119695326320957 + }, + { + "train_step": 1770, + "sup_loss": 0.8468679509223302 + }, + { + "train_step": 1771, + "sup_loss": 0.645318256019965 + }, + { + "train_step": 1772, + "sup_loss": 0.6462464055611933 + }, + { + "train_step": 1773, + "sup_loss": 0.6557628581101393 + }, + { + "train_step": 1774, + "sup_loss": 0.7624997640504618 + }, + { + "train_step": 1775, + "sup_loss": 0.6795745687167078 + }, + { + "train_step": 1776, + "sup_loss": 0.7344399789627244 + }, + { + "train_step": 1777, + "sup_loss": 0.6513453168591324 + }, + { + "train_step": 1778, + "sup_loss": 0.8445676629092864 + }, + { + "train_step": 1779, + "sup_loss": 0.4977826116937918 + }, + { + "train_step": 1780, + "sup_loss": 0.8045811650719101 + }, + { + "train_step": 1781, + "sup_loss": 0.6145001058041473 + }, + { + "train_step": 1782, + "sup_loss": 0.8318233187162851 + }, + { + "train_step": 1783, + "sup_loss": 0.6490819090527387 + }, + { + "train_step": 1784, + "sup_loss": 0.8288170932259655 + }, + { + "train_step": 1785, + "sup_loss": 0.8510506506502121 + }, + { + "train_step": 1786, + "sup_loss": 0.7628782882924073 + }, + { + "train_step": 1787, + "sup_loss": 0.3877397459283562 + }, + { + "train_step": 1788, + "sup_loss": 0.8095541324904377 + }, + { + "train_step": 1789, + "sup_loss": 0.7047711713351886 + }, + { + "train_step": 1790, + "sup_loss": 0.6568099670494165 + }, + { + "train_step": 1791, + "sup_loss": 0.688733667955875 + }, + { + "train_step": 1792, + "sup_loss": 0.8383662572843898 + }, + { + "train_step": 1793, + "sup_loss": 0.6929705540302099 + }, + { + "train_step": 1794, + "sup_loss": 0.5376586305703602 + }, + { + "train_step": 1795, + "sup_loss": 0.7650252380213747 + }, + { + "train_step": 1796, + "sup_loss": 0.5242206388075338 + }, + { + "train_step": 1797, + "sup_loss": 0.7675301106598981 + }, + { + "train_step": 1798, + "sup_loss": 0.5432783184459512 + }, + { + "train_step": 1799, + "sup_loss": 0.7573605680659606 + }, + { + "train_step": 1800, + "sup_loss": 0.7133950726227293 + }, + { + "train_step": 1801, + "sup_loss": 0.702096394993068 + }, + { + "train_step": 1802, + "sup_loss": 0.6459256942018121 + }, + { + "train_step": 1803, + "sup_loss": 0.6052584793937423 + }, + { + "train_step": 1804, + "sup_loss": 0.8187378375486996 + }, + { + "train_step": 1805, + "sup_loss": 0.6172585971452713 + }, + { + "train_step": 1806, + "sup_loss": 0.6642537860797336 + }, + { + "train_step": 1807, + "sup_loss": 0.5928250181561083 + }, + { + "train_step": 1808, + "sup_loss": 0.910035405128248 + }, + { + "train_step": 1809, + "sup_loss": 0.6397526853832537 + }, + { + "train_step": 1810, + "sup_loss": 0.7228380081951412 + }, + { + "train_step": 1811, + "sup_loss": 0.6758662963204612 + }, + { + "train_step": 1812, + "sup_loss": 0.7998733283720949 + }, + { + "train_step": 1813, + "sup_loss": 0.6878676915908344 + }, + { + "train_step": 1814, + "sup_loss": 0.653416653467206 + }, + { + "train_step": 1815, + "sup_loss": 0.8471695930218517 + }, + { + "train_step": 1816, + "sup_loss": 0.3223603698803116 + }, + { + "train_step": 1817, + "sup_loss": 0.6689069951389484 + }, + { + "train_step": 1818, + "sup_loss": 0.5855776389982754 + }, + { + "train_step": 1819, + "sup_loss": 0.6474755259539842 + }, + { + "train_step": 1820, + "sup_loss": 0.6015251559499163 + }, + { + "train_step": 1821, + "sup_loss": 0.5967242682318734 + }, + { + "train_step": 1822, + "sup_loss": 0.7252055419335832 + }, + { + "train_step": 1823, + "sup_loss": 0.6718929986494194 + }, + { + "train_step": 1824, + "sup_loss": 0.8267054549404019 + }, + { + "train_step": 1825, + "sup_loss": 0.7127200078977236 + }, + { + "train_step": 1826, + "sup_loss": 0.6841883710786517 + }, + { + "train_step": 1827, + "sup_loss": 0.8529167686151665 + }, + { + "train_step": 1828, + "sup_loss": 0.3994798968458251 + }, + { + "train_step": 1829, + "sup_loss": 0.7264718999244184 + }, + { + "train_step": 1830, + "sup_loss": 0.5035304153036049 + }, + { + "train_step": 1831, + "sup_loss": 0.6128659364145085 + }, + { + "train_step": 1832, + "sup_loss": 0.8475563929237564 + }, + { + "train_step": 1833, + "sup_loss": 0.635445570360699 + }, + { + "train_step": 1834, + "sup_loss": 0.7784602700428752 + }, + { + "train_step": 1835, + "sup_loss": 0.7651502340592369 + }, + { + "train_step": 1836, + "sup_loss": 0.49380897554026215 + }, + { + "train_step": 1837, + "sup_loss": 0.7986205165255362 + }, + { + "train_step": 1838, + "sup_loss": 0.652992439985807 + }, + { + "train_step": 1839, + "sup_loss": 0.7198338724181874 + }, + { + "train_step": 1840, + "sup_loss": 0.7229241354290139 + }, + { + "train_step": 1841, + "sup_loss": 0.7213054855274381 + }, + { + "train_step": 1842, + "sup_loss": 0.6907644931616166 + }, + { + "train_step": 1843, + "sup_loss": 0.5885950510218038 + }, + { + "train_step": 1844, + "sup_loss": 0.5406525833902545 + }, + { + "train_step": 1845, + "sup_loss": 0.8181371275893725 + }, + { + "train_step": 1846, + "sup_loss": 0.5882321874806752 + }, + { + "train_step": 1847, + "sup_loss": 0.7238909127763415 + }, + { + "train_step": 1848, + "sup_loss": 0.8927859710395557 + }, + { + "train_step": 1849, + "sup_loss": 0.5220727574607745 + }, + { + "train_step": 1850, + "sup_loss": 0.505908245811671 + }, + { + "train_step": 1851, + "sup_loss": 0.6324420830240711 + }, + { + "train_step": 1852, + "sup_loss": 0.46870570034174486 + }, + { + "train_step": 1853, + "sup_loss": 0.865305513185657 + }, + { + "train_step": 1854, + "sup_loss": 0.553169883348942 + }, + { + "train_step": 1855, + "sup_loss": 0.42506589075463147 + }, + { + "train_step": 1856, + "sup_loss": 0.8209132626288717 + }, + { + "train_step": 1857, + "sup_loss": 0.44777858239282947 + }, + { + "train_step": 1858, + "sup_loss": 0.6298991783453952 + }, + { + "train_step": 1859, + "sup_loss": 0.4875905816163413 + }, + { + "train_step": 1860, + "sup_loss": 0.5962533002324318 + }, + { + "train_step": 1861, + "sup_loss": 0.6066330743416506 + }, + { + "train_step": 1862, + "sup_loss": 0.6594605345000789 + }, + { + "train_step": 1863, + "sup_loss": 0.7566770363822153 + }, + { + "train_step": 1864, + "sup_loss": 0.7113497643053387 + }, + { + "train_step": 1865, + "sup_loss": 0.6466648585609345 + }, + { + "train_step": 1866, + "sup_loss": 0.7952278911665956 + }, + { + "train_step": 1867, + "sup_loss": 0.7103368948519034 + }, + { + "train_step": 1868, + "sup_loss": 0.7899164387989664 + }, + { + "train_step": 1869, + "sup_loss": 0.6458794317995272 + }, + { + "train_step": 1870, + "sup_loss": 0.3369310182117449 + }, + { + "train_step": 1871, + "sup_loss": 0.7093676369187147 + }, + { + "train_step": 1872, + "sup_loss": 0.7401893120393154 + }, + { + "train_step": 1873, + "sup_loss": 0.6817742929137776 + }, + { + "train_step": 1874, + "sup_loss": 0.7551543603357799 + }, + { + "train_step": 1875, + "sup_loss": 0.6509510091893121 + }, + { + "train_step": 1876, + "sup_loss": 0.5451041339070722 + }, + { + "train_step": 1877, + "sup_loss": 0.7223675197198254 + }, + { + "train_step": 1878, + "sup_loss": 0.8303509542550775 + }, + { + "train_step": 1879, + "sup_loss": 0.39080571944688336 + }, + { + "train_step": 1880, + "sup_loss": 0.5534001107348192 + }, + { + "train_step": 1881, + "sup_loss": 0.7543758317727096 + }, + { + "train_step": 1882, + "sup_loss": 0.6570729131590456 + }, + { + "train_step": 1883, + "sup_loss": 0.6439918406199001 + }, + { + "train_step": 1884, + "sup_loss": 0.6279401300706772 + }, + { + "train_step": 1885, + "sup_loss": 0.8196592277518799 + }, + { + "train_step": 1886, + "sup_loss": 0.6704592229852133 + }, + { + "train_step": 1887, + "sup_loss": 0.7135602203286388 + }, + { + "train_step": 1888, + "sup_loss": 0.6276687077769381 + }, + { + "train_step": 1889, + "sup_loss": 0.6398881634291113 + }, + { + "train_step": 1890, + "sup_loss": 0.6615656882029497 + }, + { + "train_step": 1891, + "sup_loss": 0.4694843403681069 + }, + { + "train_step": 1892, + "sup_loss": 0.7276252767451896 + }, + { + "train_step": 1893, + "sup_loss": 0.6379373857573343 + }, + { + "train_step": 1894, + "sup_loss": 0.7019342341658958 + }, + { + "train_step": 1895, + "sup_loss": 0.6950015799900815 + }, + { + "train_step": 1896, + "sup_loss": 0.7305106401154856 + }, + { + "train_step": 1897, + "sup_loss": 0.49670898009537917 + }, + { + "train_step": 1898, + "sup_loss": 0.6775761071404176 + }, + { + "train_step": 1899, + "sup_loss": 0.7284097010898264 + }, + { + "train_step": 1900, + "sup_loss": 0.6428121410059083 + }, + { + "train_step": 1901, + "sup_loss": 0.6175251898833977 + }, + { + "train_step": 1902, + "sup_loss": 0.6760272842738948 + }, + { + "train_step": 1903, + "sup_loss": 0.8391086363951881 + }, + { + "train_step": 1904, + "sup_loss": 0.7446324407196698 + }, + { + "train_step": 1905, + "sup_loss": 0.7519471330277832 + }, + { + "train_step": 1906, + "sup_loss": 0.6050877916265553 + }, + { + "train_step": 1907, + "sup_loss": 0.7350571028137372 + }, + { + "train_step": 1908, + "sup_loss": 0.6290512607354254 + }, + { + "train_step": 1909, + "sup_loss": 0.8044711298617914 + }, + { + "train_step": 1910, + "sup_loss": 0.6112881087798233 + }, + { + "train_step": 1911, + "sup_loss": 0.7330991000816758 + }, + { + "train_step": 1912, + "sup_loss": 0.7702095471155754 + }, + { + "train_step": 1913, + "sup_loss": 0.6374054873646089 + }, + { + "train_step": 1914, + "sup_loss": 0.7179887908438151 + }, + { + "train_step": 1915, + "sup_loss": 0.7079143872364878 + }, + { + "train_step": 1916, + "sup_loss": 0.6850512392370746 + }, + { + "train_step": 1917, + "sup_loss": 0.7735986330824576 + }, + { + "train_step": 1918, + "sup_loss": 0.6577310371098849 + }, + { + "train_step": 1919, + "sup_loss": 0.5990315558524646 + }, + { + "train_step": 1920, + "sup_loss": 0.5976944589957786 + }, + { + "train_step": 1921, + "sup_loss": 0.6256854342786616 + }, + { + "train_step": 1922, + "sup_loss": 0.7929766780256673 + }, + { + "train_step": 1923, + "sup_loss": 0.5760028276362241 + }, + { + "train_step": 1924, + "sup_loss": 0.5895298636172372 + }, + { + "train_step": 1925, + "sup_loss": 0.5744223505267547 + }, + { + "train_step": 1926, + "sup_loss": 0.816724343059783 + }, + { + "train_step": 1927, + "sup_loss": 0.4263071610160089 + }, + { + "train_step": 1928, + "sup_loss": 0.629606166295013 + }, + { + "train_step": 1929, + "sup_loss": 0.7659540093263758 + }, + { + "train_step": 1930, + "sup_loss": 0.6464166540580424 + }, + { + "train_step": 1931, + "sup_loss": 0.6624135491225935 + }, + { + "train_step": 1932, + "sup_loss": 0.6465229564233061 + }, + { + "train_step": 1933, + "sup_loss": 0.647176694035799 + }, + { + "train_step": 1934, + "sup_loss": 0.6168305421729443 + }, + { + "train_step": 1935, + "sup_loss": 0.5193093377000035 + }, + { + "train_step": 1936, + "sup_loss": 0.5713210823759132 + }, + { + "train_step": 1937, + "sup_loss": 0.6834929392124536 + }, + { + "train_step": 1938, + "sup_loss": 0.49873606435218265 + }, + { + "train_step": 1939, + "sup_loss": 0.5396491439159598 + }, + { + "train_step": 1940, + "sup_loss": 0.8120600818996762 + }, + { + "train_step": 1941, + "sup_loss": 0.7814807604129386 + }, + { + "train_step": 1942, + "sup_loss": 0.5109472015351496 + }, + { + "train_step": 1943, + "sup_loss": 0.671971358556215 + }, + { + "train_step": 1944, + "sup_loss": 0.5292845931667427 + }, + { + "train_step": 1945, + "sup_loss": 0.7465428399127667 + }, + { + "train_step": 1946, + "sup_loss": 0.728275191285353 + }, + { + "train_step": 1947, + "sup_loss": 0.7201368964957626 + }, + { + "train_step": 1948, + "sup_loss": 0.4555191842755646 + }, + { + "train_step": 1949, + "sup_loss": 0.6469717412948839 + }, + { + "train_step": 1950, + "sup_loss": 0.5540614580986857 + }, + { + "train_step": 1951, + "sup_loss": 0.8244999885472296 + }, + { + "train_step": 1952, + "sup_loss": 0.2207311833362826 + }, + { + "train_step": 1953, + "sup_loss": 0.7206306504517409 + }, + { + "train_step": 1954, + "sup_loss": 0.5467653980609095 + }, + { + "train_step": 1955, + "sup_loss": 0.4237698232252681 + }, + { + "train_step": 1956, + "sup_loss": 0.2439935019030397 + }, + { + "train_step": 1957, + "sup_loss": 0.3637568551684358 + }, + { + "train_step": 1958, + "sup_loss": 0.7887475644351465 + }, + { + "train_step": 1959, + "sup_loss": 0.6860884501852693 + }, + { + "train_step": 1960, + "sup_loss": 0.6486102428509772 + }, + { + "train_step": 1961, + "sup_loss": 0.7169915085307459 + }, + { + "train_step": 1962, + "sup_loss": 0.44264463202448345 + }, + { + "train_step": 1963, + "sup_loss": 0.5085069088425129 + }, + { + "train_step": 1964, + "sup_loss": 0.7315974956796062 + }, + { + "train_step": 1965, + "sup_loss": 0.31603769845488827 + }, + { + "train_step": 1966, + "sup_loss": 0.866228437791291 + }, + { + "train_step": 1967, + "sup_loss": 0.3694347121598842 + }, + { + "train_step": 1968, + "sup_loss": 0.6730586362537766 + }, + { + "train_step": 1969, + "sup_loss": 0.6980272389841037 + }, + { + "train_step": 1970, + "sup_loss": 0.6850179843343075 + }, + { + "train_step": 1971, + "sup_loss": 0.5979589363489907 + }, + { + "train_step": 1972, + "sup_loss": 0.6907192881968798 + }, + { + "train_step": 1973, + "sup_loss": 0.6212838100973562 + }, + { + "train_step": 1974, + "sup_loss": 0.7198243721297515 + }, + { + "train_step": 1975, + "sup_loss": 0.7618696940400499 + }, + { + "train_step": 1976, + "sup_loss": 0.652464378123909 + }, + { + "train_step": 1977, + "sup_loss": 0.4209308545868279 + }, + { + "train_step": 1978, + "sup_loss": 0.562283390693488 + }, + { + "train_step": 1979, + "sup_loss": 0.5491363794767927 + }, + { + "train_step": 1980, + "sup_loss": 0.4646305695737298 + }, + { + "train_step": 1981, + "sup_loss": 0.7957676800351073 + }, + { + "train_step": 1982, + "sup_loss": 0.598087193900471 + }, + { + "train_step": 1983, + "sup_loss": 0.6041159878783975 + }, + { + "train_step": 1984, + "sup_loss": 0.5636798850586908 + }, + { + "train_step": 1985, + "sup_loss": 0.8039079903612913 + }, + { + "train_step": 1986, + "sup_loss": 0.6077856152079765 + }, + { + "train_step": 1987, + "sup_loss": 0.7360135482890646 + }, + { + "train_step": 1988, + "sup_loss": 0.4105941247078459 + }, + { + "train_step": 1989, + "sup_loss": 0.5546439318405326 + }, + { + "train_step": 1990, + "sup_loss": 0.7535694818100007 + }, + { + "train_step": 1991, + "sup_loss": 0.7066101992610939 + }, + { + "train_step": 1992, + "sup_loss": 0.6414249068667832 + }, + { + "train_step": 1993, + "sup_loss": 0.6217912241465066 + }, + { + "train_step": 1994, + "sup_loss": 0.7294800432250304 + }, + { + "train_step": 1995, + "sup_loss": 0.7880161114389638 + }, + { + "train_step": 1996, + "sup_loss": 0.6378896771072432 + }, + { + "train_step": 1997, + "sup_loss": 0.5702360308732909 + }, + { + "train_step": 1998, + "sup_loss": 0.5301866902840632 + }, + { + "train_step": 1999, + "sup_loss": 0.7795636332280927 + }, + { + "train_step": 2000, + "sup_loss": 0.6837570074676987 + }, + { + "train_step": 2001, + "sup_loss": 0.5837753989545799 + }, + { + "train_step": 2002, + "sup_loss": 0.49214769074068604 + }, + { + "train_step": 2003, + "sup_loss": 0.7033374767384909 + }, + { + "train_step": 2004, + "sup_loss": 0.6019770542709395 + }, + { + "train_step": 2005, + "sup_loss": 0.5263777734225489 + }, + { + "train_step": 2006, + "sup_loss": 0.726169093968347 + }, + { + "train_step": 2007, + "sup_loss": 0.748391925621037 + }, + { + "train_step": 2008, + "sup_loss": 0.713896649760474 + }, + { + "train_step": 2009, + "sup_loss": 0.6028722803714671 + }, + { + "train_step": 2010, + "sup_loss": 0.5120019796088146 + }, + { + "train_step": 2011, + "sup_loss": 0.29964463957900295 + }, + { + "train_step": 2012, + "sup_loss": 0.46338989461490354 + }, + { + "train_step": 2013, + "sup_loss": 0.7349462017871523 + }, + { + "train_step": 2014, + "sup_loss": 0.4533617833186881 + }, + { + "train_step": 2015, + "sup_loss": 0.8074894954246815 + }, + { + "train_step": 2016, + "sup_loss": 0.60864202075954 + }, + { + "train_step": 2017, + "sup_loss": 0.6711185645147004 + }, + { + "train_step": 2018, + "sup_loss": 0.6281426035657796 + }, + { + "train_step": 2019, + "sup_loss": 0.49927374617316433 + }, + { + "train_step": 2020, + "sup_loss": 0.7266180632748876 + }, + { + "train_step": 2021, + "sup_loss": 0.5362124204153492 + }, + { + "train_step": 2022, + "sup_loss": 0.7416359332068175 + }, + { + "train_step": 2023, + "sup_loss": 0.49689451250231714 + }, + { + "train_step": 2024, + "sup_loss": 0.5900763506801936 + }, + { + "train_step": 2025, + "sup_loss": 0.7868701849012198 + }, + { + "train_step": 2026, + "sup_loss": 0.6811361093759809 + }, + { + "train_step": 2027, + "sup_loss": 0.7287428368238065 + }, + { + "train_step": 2028, + "sup_loss": 0.630699316854487 + }, + { + "train_step": 2029, + "sup_loss": 0.4049409218140814 + }, + { + "train_step": 2030, + "sup_loss": 0.5502212483968549 + }, + { + "train_step": 2031, + "sup_loss": 0.8730355180649135 + }, + { + "train_step": 2032, + "sup_loss": 0.5533536300953757 + }, + { + "train_step": 2033, + "sup_loss": 0.6702539374574807 + }, + { + "train_step": 2034, + "sup_loss": 0.6028015851962667 + }, + { + "train_step": 2035, + "sup_loss": 0.6858173154585374 + }, + { + "train_step": 2036, + "sup_loss": 0.7014236555466343 + }, + { + "train_step": 2037, + "sup_loss": 0.7131834776831649 + }, + { + "train_step": 2038, + "sup_loss": 0.5972172877860139 + }, + { + "train_step": 2039, + "sup_loss": 0.6135786610372158 + }, + { + "train_step": 2040, + "sup_loss": 0.7810538332586006 + }, + { + "train_step": 2041, + "sup_loss": 0.7015135953632403 + }, + { + "train_step": 2042, + "sup_loss": 0.5874710855250163 + }, + { + "train_step": 2043, + "sup_loss": 0.7618990683074631 + }, + { + "train_step": 2044, + "sup_loss": 0.6771354411577989 + }, + { + "train_step": 2045, + "sup_loss": 0.62538027686441 + }, + { + "train_step": 2046, + "sup_loss": 0.8945134030858818 + }, + { + "train_step": 2047, + "sup_loss": 0.636890125015888 + }, + { + "train_step": 2048, + "sup_loss": 0.583810482996057 + }, + { + "train_step": 2049, + "sup_loss": 0.6530917891846912 + }, + { + "train_step": 2050, + "sup_loss": 0.5187169995426287 + }, + { + "train_step": 2051, + "sup_loss": 0.7404965184906512 + }, + { + "train_step": 2052, + "sup_loss": 0.5847541997134494 + }, + { + "train_step": 2053, + "sup_loss": 0.649427150395617 + }, + { + "train_step": 2054, + "sup_loss": 0.6790430876467688 + }, + { + "train_step": 2055, + "sup_loss": 0.6616503302745171 + }, + { + "train_step": 2056, + "sup_loss": 0.658563689300522 + }, + { + "train_step": 2057, + "sup_loss": 0.6937053572064226 + }, + { + "train_step": 2058, + "sup_loss": 0.5740551839377188 + }, + { + "train_step": 2059, + "sup_loss": 0.6989759672399423 + }, + { + "train_step": 2060, + "sup_loss": 0.6052438543314473 + }, + { + "train_step": 2061, + "sup_loss": 0.7589539240492885 + }, + { + "train_step": 2062, + "sup_loss": 0.7484252888373163 + }, + { + "train_step": 2063, + "sup_loss": 0.7649902689679882 + }, + { + "train_step": 2064, + "sup_loss": 0.4969363111532219 + }, + { + "train_step": 2065, + "sup_loss": 0.6220458892394541 + }, + { + "train_step": 2066, + "sup_loss": 0.5449575892772344 + }, + { + "train_step": 2067, + "sup_loss": 0.6256083873375706 + }, + { + "train_step": 2068, + "sup_loss": 0.6275134344438626 + }, + { + "train_step": 2069, + "sup_loss": 0.6382826980506981 + }, + { + "train_step": 2070, + "sup_loss": 0.5095510876238424 + }, + { + "train_step": 2071, + "sup_loss": 0.7776965044458172 + }, + { + "train_step": 2072, + "sup_loss": 0.6032734573668642 + }, + { + "train_step": 2073, + "sup_loss": 0.6429839719981175 + }, + { + "train_step": 2074, + "sup_loss": 0.7945763708422628 + }, + { + "train_step": 2075, + "sup_loss": 0.8079269740920976 + }, + { + "train_step": 2076, + "sup_loss": 0.8103598034960658 + }, + { + "train_step": 2077, + "sup_loss": 0.6081018871672205 + }, + { + "train_step": 2078, + "sup_loss": 0.4858266047296809 + }, + { + "train_step": 2079, + "sup_loss": 0.5000852496879656 + }, + { + "train_step": 2080, + "sup_loss": 0.47771578691294203 + }, + { + "train_step": 2081, + "sup_loss": 0.6209650877403677 + }, + { + "train_step": 2082, + "sup_loss": 0.7590844307344543 + }, + { + "train_step": 2083, + "sup_loss": 0.45920362167986506 + }, + { + "train_step": 2084, + "sup_loss": 0.611969270419029 + }, + { + "train_step": 2085, + "sup_loss": 0.6074695820740761 + }, + { + "train_step": 2086, + "sup_loss": 0.7161651684909007 + }, + { + "train_step": 2087, + "sup_loss": 0.8260734167107817 + }, + { + "train_step": 2088, + "sup_loss": 0.7374750837019466 + }, + { + "train_step": 2089, + "sup_loss": 0.7296709985695069 + }, + { + "train_step": 2090, + "sup_loss": 0.6861991797023163 + }, + { + "train_step": 2091, + "sup_loss": 0.626607020877277 + }, + { + "train_step": 2092, + "sup_loss": 0.7823418797677315 + }, + { + "train_step": 2093, + "sup_loss": 0.6122921417559439 + }, + { + "train_step": 2094, + "sup_loss": 0.5812363114758068 + }, + { + "train_step": 2095, + "sup_loss": 0.8374719603971622 + }, + { + "train_step": 2096, + "sup_loss": 0.5232329485339281 + }, + { + "train_step": 2097, + "sup_loss": 0.8381056348437417 + }, + { + "train_step": 2098, + "sup_loss": 0.6614776305892908 + }, + { + "train_step": 2099, + "sup_loss": 0.486723267962456 + }, + { + "train_step": 2100, + "sup_loss": 0.5366979682253781 + }, + { + "train_step": 2101, + "sup_loss": 0.7136089541473303 + }, + { + "train_step": 2102, + "sup_loss": 0.5859234842605023 + }, + { + "train_step": 2103, + "sup_loss": 0.6935899808783076 + }, + { + "train_step": 2104, + "sup_loss": 0.48941926611876796 + }, + { + "train_step": 2105, + "sup_loss": 0.5964110169677389 + }, + { + "train_step": 2106, + "sup_loss": 0.44190291688880184 + }, + { + "train_step": 2107, + "sup_loss": 0.6714228340183188 + }, + { + "train_step": 2108, + "sup_loss": 0.6010190043921444 + }, + { + "train_step": 2109, + "sup_loss": 0.8728627797250288 + }, + { + "train_step": 2110, + "sup_loss": 0.80926260123395 + }, + { + "train_step": 2111, + "sup_loss": 0.4879566365566146 + }, + { + "train_step": 2112, + "sup_loss": 0.6681417563778693 + }, + { + "train_step": 2113, + "sup_loss": 0.5262839030390178 + }, + { + "train_step": 2114, + "sup_loss": 0.7034355340281735 + }, + { + "train_step": 2115, + "sup_loss": 0.5522798994881861 + }, + { + "train_step": 2116, + "sup_loss": 0.7731919387838684 + }, + { + "train_step": 2117, + "sup_loss": 0.6521830357389717 + }, + { + "train_step": 2118, + "sup_loss": 0.7313754350092899 + }, + { + "train_step": 2119, + "sup_loss": 0.5754111399372019 + }, + { + "train_step": 2120, + "sup_loss": 0.5811257826861671 + }, + { + "train_step": 2121, + "sup_loss": 0.6847875664500952 + }, + { + "train_step": 2122, + "sup_loss": 0.6429477684621675 + }, + { + "train_step": 2123, + "sup_loss": 0.622082420684527 + }, + { + "train_step": 2124, + "sup_loss": 0.6819238242383104 + }, + { + "train_step": 2125, + "sup_loss": 0.5823616771818906 + }, + { + "train_step": 2126, + "sup_loss": 0.6589754763665363 + }, + { + "train_step": 2127, + "sup_loss": 0.8375983782843457 + }, + { + "train_step": 2128, + "sup_loss": 0.6835404587178732 + }, + { + "train_step": 2129, + "sup_loss": 0.6057918165695589 + }, + { + "train_step": 2130, + "sup_loss": 0.473253974090812 + }, + { + "train_step": 2131, + "sup_loss": 0.7520124344882144 + }, + { + "train_step": 2132, + "sup_loss": 0.6683116596624826 + }, + { + "train_step": 2133, + "sup_loss": 0.7105075865626731 + }, + { + "train_step": 2134, + "sup_loss": 0.6486301922188861 + }, + { + "train_step": 2135, + "sup_loss": 0.7284098142917367 + }, + { + "train_step": 2136, + "sup_loss": 0.5433888965463435 + }, + { + "train_step": 2137, + "sup_loss": 0.6884302964601637 + }, + { + "train_step": 2138, + "sup_loss": 0.42339162371491806 + }, + { + "train_step": 2139, + "sup_loss": 0.40769167352276836 + }, + { + "train_step": 2140, + "sup_loss": 0.6277584597515878 + }, + { + "train_step": 2141, + "sup_loss": 0.6577821379371142 + }, + { + "train_step": 2142, + "sup_loss": 0.6283813469961047 + }, + { + "train_step": 2143, + "sup_loss": 0.4495823022752246 + }, + { + "train_step": 2144, + "sup_loss": 0.6674394865613261 + }, + { + "train_step": 2145, + "sup_loss": 0.6755062911954625 + }, + { + "train_step": 2146, + "sup_loss": 0.6249914092118032 + }, + { + "train_step": 2147, + "sup_loss": 0.6446673192936279 + }, + { + "train_step": 2148, + "sup_loss": 0.6108336237977199 + }, + { + "train_step": 2149, + "sup_loss": 0.5692069462247878 + }, + { + "train_step": 2150, + "sup_loss": 0.44441543562375524 + }, + { + "train_step": 2151, + "sup_loss": 0.6010349481042009 + }, + { + "train_step": 2152, + "sup_loss": 0.8011591782902706 + }, + { + "train_step": 2153, + "sup_loss": 0.5983538737499483 + }, + { + "train_step": 2154, + "sup_loss": 0.7737861960878111 + }, + { + "train_step": 2155, + "sup_loss": 0.44729665779353484 + }, + { + "train_step": 2156, + "sup_loss": 0.5028132297836426 + }, + { + "train_step": 2157, + "sup_loss": 0.7781963397703643 + }, + { + "train_step": 2158, + "sup_loss": 0.6637788301410775 + }, + { + "train_step": 2159, + "sup_loss": 0.5000628978877757 + }, + { + "train_step": 2160, + "sup_loss": 0.848987627002458 + }, + { + "train_step": 2161, + "sup_loss": 0.733611995892352 + }, + { + "train_step": 2162, + "sup_loss": 0.6564250844932717 + }, + { + "train_step": 2163, + "sup_loss": 0.6768009243053852 + }, + { + "train_step": 2164, + "sup_loss": 0.6988906533168813 + }, + { + "train_step": 2165, + "sup_loss": 0.7293232165355208 + }, + { + "train_step": 2166, + "sup_loss": 0.599922982885849 + }, + { + "train_step": 2167, + "sup_loss": 0.5464401970394142 + }, + { + "train_step": 2168, + "sup_loss": 0.5716887266862873 + }, + { + "train_step": 2169, + "sup_loss": 0.7051345038548749 + }, + { + "train_step": 2170, + "sup_loss": 0.5886243783618857 + }, + { + "train_step": 2171, + "sup_loss": 0.7454488023627447 + }, + { + "train_step": 2172, + "sup_loss": 0.7659411583154865 + }, + { + "train_step": 2173, + "sup_loss": 0.6142714737250736 + }, + { + "train_step": 2174, + "sup_loss": 0.8273337280444331 + }, + { + "train_step": 2175, + "sup_loss": 0.4464387161079335 + }, + { + "train_step": 2176, + "sup_loss": 0.7680778998490194 + }, + { + "train_step": 2177, + "sup_loss": 0.7855600538262923 + }, + { + "train_step": 2178, + "sup_loss": 0.7548398878130602 + }, + { + "train_step": 2179, + "sup_loss": 0.5188955959589365 + }, + { + "train_step": 2180, + "sup_loss": 0.5436644356275282 + }, + { + "train_step": 2181, + "sup_loss": 0.6272894285278686 + }, + { + "train_step": 2182, + "sup_loss": 0.6230457343958123 + }, + { + "train_step": 2183, + "sup_loss": 0.6472838039610112 + }, + { + "train_step": 2184, + "sup_loss": 0.6957252287535468 + }, + { + "train_step": 2185, + "sup_loss": 0.5538601165877809 + }, + { + "train_step": 2186, + "sup_loss": 0.6787460850489484 + }, + { + "train_step": 2187, + "sup_loss": 0.5162330805435038 + }, + { + "train_step": 2188, + "sup_loss": 0.471678388095892 + }, + { + "train_step": 2189, + "sup_loss": 0.7220301728620458 + }, + { + "train_step": 2190, + "sup_loss": 0.668392650089328 + }, + { + "train_step": 2191, + "sup_loss": 0.47918248924089957 + }, + { + "train_step": 2192, + "sup_loss": 0.7509453558225493 + }, + { + "train_step": 2193, + "sup_loss": 0.488563249717012 + }, + { + "train_step": 2194, + "sup_loss": 0.6298980693013052 + }, + { + "train_step": 2195, + "sup_loss": 0.6805641801610192 + }, + { + "train_step": 2196, + "sup_loss": 0.6329329102242067 + }, + { + "train_step": 2197, + "sup_loss": 0.5281999921067974 + }, + { + "train_step": 2198, + "sup_loss": 0.6126404329589437 + }, + { + "train_step": 2199, + "sup_loss": 0.6451667207426665 + }, + { + "train_step": 2200, + "sup_loss": 0.7298136224587858 + }, + { + "train_step": 2201, + "sup_loss": 0.5049527825300089 + }, + { + "train_step": 2202, + "sup_loss": 0.5517516661484904 + }, + { + "train_step": 2203, + "sup_loss": 0.41509073133783336 + }, + { + "train_step": 2204, + "sup_loss": 0.5740564843384004 + }, + { + "train_step": 2205, + "sup_loss": 0.5991291249967242 + }, + { + "train_step": 2206, + "sup_loss": 0.5967064450543444 + }, + { + "train_step": 2207, + "sup_loss": 0.4891488256115718 + }, + { + "train_step": 2208, + "sup_loss": 0.6303285720697682 + }, + { + "train_step": 2209, + "sup_loss": 0.5794905297737135 + }, + { + "train_step": 2210, + "sup_loss": 0.7754331220146309 + }, + { + "train_step": 2211, + "sup_loss": 0.7317909363071015 + }, + { + "train_step": 2212, + "sup_loss": 0.630359343743768 + }, + { + "train_step": 2213, + "sup_loss": 0.6536614173533701 + }, + { + "train_step": 2214, + "sup_loss": 0.8195534608937549 + }, + { + "train_step": 2215, + "sup_loss": 0.7264553847330213 + }, + { + "train_step": 2216, + "sup_loss": 0.670550861447448 + }, + { + "train_step": 2217, + "sup_loss": 0.5486146742942066 + }, + { + "train_step": 2218, + "sup_loss": 0.5584556272287797 + }, + { + "train_step": 2219, + "sup_loss": 0.6496156870699497 + }, + { + "train_step": 2220, + "sup_loss": 0.7012950065550864 + }, + { + "train_step": 2221, + "sup_loss": 0.6464874757195516 + }, + { + "train_step": 2222, + "sup_loss": 0.6251584388815619 + }, + { + "train_step": 2223, + "sup_loss": 0.4114354583034645 + }, + { + "train_step": 2224, + "sup_loss": 0.6892106558463645 + }, + { + "train_step": 2225, + "sup_loss": 0.8128481571530939 + }, + { + "train_step": 2226, + "sup_loss": 0.6684309994191436 + }, + { + "train_step": 2227, + "sup_loss": 0.4984764840876647 + }, + { + "train_step": 2228, + "sup_loss": 0.8375750201949712 + }, + { + "train_step": 2229, + "sup_loss": 0.5734862556539374 + }, + { + "train_step": 2230, + "sup_loss": 0.5037461617391176 + }, + { + "train_step": 2231, + "sup_loss": 0.4697630408918736 + }, + { + "train_step": 2232, + "sup_loss": 0.719712720138969 + }, + { + "train_step": 2233, + "sup_loss": 0.720767143168868 + }, + { + "train_step": 2234, + "sup_loss": 0.7651872405275717 + }, + { + "train_step": 2235, + "sup_loss": 0.7656594750576866 + }, + { + "train_step": 2236, + "sup_loss": 0.5271863130819954 + }, + { + "train_step": 2237, + "sup_loss": 0.5294921110716718 + }, + { + "train_step": 2238, + "sup_loss": 0.4786491047394166 + }, + { + "train_step": 2239, + "sup_loss": 0.7801537535830672 + }, + { + "train_step": 2240, + "sup_loss": 0.7211168169354641 + }, + { + "train_step": 2241, + "sup_loss": 0.5495626949385689 + }, + { + "train_step": 2242, + "sup_loss": 0.7619731944564849 + }, + { + "train_step": 2243, + "sup_loss": 0.6497391078702579 + }, + { + "train_step": 2244, + "sup_loss": 0.33705366944240295 + }, + { + "train_step": 2245, + "sup_loss": 0.5494453356869904 + }, + { + "train_step": 2246, + "sup_loss": 0.46082619594633034 + }, + { + "train_step": 2247, + "sup_loss": 0.673860547068826 + }, + { + "train_step": 2248, + "sup_loss": 0.5938045296966998 + }, + { + "train_step": 2249, + "sup_loss": 0.8075384463892363 + }, + { + "train_step": 2250, + "sup_loss": 0.7043683645506622 + }, + { + "train_step": 2251, + "sup_loss": 0.8035734069417261 + }, + { + "train_step": 2252, + "sup_loss": 0.48979208801997776 + }, + { + "train_step": 2253, + "sup_loss": 0.7218490078553322 + }, + { + "train_step": 2254, + "sup_loss": 0.5308926290833479 + }, + { + "train_step": 2255, + "sup_loss": 0.6176039870679942 + }, + { + "train_step": 2256, + "sup_loss": 0.7174282493094428 + }, + { + "train_step": 2257, + "sup_loss": 0.6032503346703227 + }, + { + "train_step": 2258, + "sup_loss": 0.8559272746080324 + }, + { + "train_step": 2259, + "sup_loss": 0.4020483316480508 + }, + { + "train_step": 2260, + "sup_loss": 0.6654836642090909 + }, + { + "train_step": 2261, + "sup_loss": 0.6478427116224852 + }, + { + "train_step": 2262, + "sup_loss": 0.4755642441028041 + }, + { + "train_step": 2263, + "sup_loss": 0.742718122366861 + }, + { + "train_step": 2264, + "sup_loss": 0.6497587568428232 + }, + { + "train_step": 2265, + "sup_loss": 0.5953875258569267 + }, + { + "train_step": 2266, + "sup_loss": 0.48471428952453327 + }, + { + "train_step": 2267, + "sup_loss": 0.4595633089778924 + }, + { + "train_step": 2268, + "sup_loss": 0.5396376445079947 + }, + { + "train_step": 2269, + "sup_loss": 0.7019461571772202 + }, + { + "train_step": 2270, + "sup_loss": 0.4773969049634117 + }, + { + "train_step": 2271, + "sup_loss": 0.655616900694326 + }, + { + "train_step": 2272, + "sup_loss": 0.7323702110951424 + }, + { + "train_step": 2273, + "sup_loss": 0.7652655565220869 + }, + { + "train_step": 2274, + "sup_loss": 0.6297684844541488 + }, + { + "train_step": 2275, + "sup_loss": 0.7031827052570379 + }, + { + "train_step": 2276, + "sup_loss": 0.661391291869488 + }, + { + "train_step": 2277, + "sup_loss": 0.7233949679957982 + }, + { + "train_step": 2278, + "sup_loss": 0.5903306766545521 + }, + { + "train_step": 2279, + "sup_loss": 0.7497441707721589 + }, + { + "train_step": 2280, + "sup_loss": 0.5876333354344935 + }, + { + "train_step": 2281, + "sup_loss": 0.5281964479181631 + }, + { + "train_step": 2282, + "sup_loss": 0.5534663952924624 + }, + { + "train_step": 2283, + "sup_loss": 0.659686994669808 + }, + { + "train_step": 2284, + "sup_loss": 0.617534313149019 + }, + { + "train_step": 2285, + "sup_loss": 0.48881793874511126 + }, + { + "train_step": 2286, + "sup_loss": 0.7737458463588541 + }, + { + "train_step": 2287, + "sup_loss": 0.6357826284002139 + }, + { + "train_step": 2288, + "sup_loss": 0.6510304954951949 + }, + { + "train_step": 2289, + "sup_loss": 0.7194528554742289 + }, + { + "train_step": 2290, + "sup_loss": 0.7499904452056958 + }, + { + "train_step": 2291, + "sup_loss": 0.5743423891394324 + }, + { + "train_step": 2292, + "sup_loss": 0.5952696531249779 + }, + { + "train_step": 2293, + "sup_loss": 0.717684864367082 + }, + { + "train_step": 2294, + "sup_loss": 0.6654401923239226 + }, + { + "train_step": 2295, + "sup_loss": 0.6226000801560194 + }, + { + "train_step": 2296, + "sup_loss": 0.5733014467894043 + }, + { + "train_step": 2297, + "sup_loss": 0.7137687000435065 + }, + { + "train_step": 2298, + "sup_loss": 0.556953345710011 + }, + { + "train_step": 2299, + "sup_loss": 0.5490414783345859 + }, + { + "train_step": 2300, + "sup_loss": 0.9226985122053459 + }, + { + "train_step": 2301, + "sup_loss": 0.5411111890939893 + }, + { + "train_step": 2302, + "sup_loss": 0.40517397933815563 + }, + { + "train_step": 2303, + "sup_loss": 0.6406924631377304 + }, + { + "train_step": 2304, + "sup_loss": 0.663336969623592 + }, + { + "train_step": 2305, + "sup_loss": 0.4031082313277506 + }, + { + "train_step": 2306, + "sup_loss": 0.6453407777446722 + }, + { + "train_step": 2307, + "sup_loss": 0.6738990300102038 + }, + { + "train_step": 2308, + "sup_loss": 0.7248930992320687 + }, + { + "train_step": 2309, + "sup_loss": 0.8930032623156142 + }, + { + "train_step": 2310, + "sup_loss": 0.5957613568117358 + }, + { + "train_step": 2311, + "sup_loss": 0.5713527373153003 + }, + { + "train_step": 2312, + "sup_loss": 0.4626086675336606 + }, + { + "train_step": 2313, + "sup_loss": 0.6840018917485551 + }, + { + "train_step": 2314, + "sup_loss": 0.6738907380694034 + }, + { + "train_step": 2315, + "sup_loss": 0.710465377374571 + }, + { + "train_step": 2316, + "sup_loss": 0.7213797693735348 + }, + { + "train_step": 2317, + "sup_loss": 0.5783917401786788 + }, + { + "train_step": 2318, + "sup_loss": 0.6968589688095326 + }, + { + "train_step": 2319, + "sup_loss": 0.7257737733223564 + }, + { + "train_step": 2320, + "sup_loss": 0.7266092991483157 + }, + { + "train_step": 2321, + "sup_loss": 0.7613263646178963 + }, + { + "train_step": 2322, + "sup_loss": 0.6373638378031278 + }, + { + "train_step": 2323, + "sup_loss": 0.7581346018118926 + }, + { + "train_step": 2324, + "sup_loss": 0.6894089959628618 + }, + { + "train_step": 2325, + "sup_loss": 0.4846468810204398 + }, + { + "train_step": 2326, + "sup_loss": 0.7432698777528696 + }, + { + "train_step": 2327, + "sup_loss": 0.7848204457450157 + }, + { + "train_step": 2328, + "sup_loss": 0.6445854404913774 + }, + { + "train_step": 2329, + "sup_loss": 0.5870179066066253 + }, + { + "train_step": 2330, + "sup_loss": 0.7318957006221226 + }, + { + "train_step": 2331, + "sup_loss": 0.92141284250419 + }, + { + "train_step": 2332, + "sup_loss": 0.7440965110813693 + }, + { + "train_step": 2333, + "sup_loss": 0.6453859512223921 + }, + { + "train_step": 2334, + "sup_loss": 0.6892577710804728 + }, + { + "train_step": 2335, + "sup_loss": 0.6146104442234692 + }, + { + "train_step": 2336, + "sup_loss": 0.8341675459285371 + }, + { + "train_step": 2337, + "sup_loss": 0.49791470995948595 + }, + { + "train_step": 2338, + "sup_loss": 0.48951569218617763 + }, + { + "train_step": 2339, + "sup_loss": 0.4707256355850002 + }, + { + "train_step": 2340, + "sup_loss": 0.6315926411781404 + }, + { + "train_step": 2341, + "sup_loss": 0.5629069042071964 + }, + { + "train_step": 2342, + "sup_loss": 0.7157455342277935 + }, + { + "train_step": 2343, + "sup_loss": 0.6790655078383951 + }, + { + "train_step": 2344, + "sup_loss": 0.7713476133848228 + }, + { + "train_step": 2345, + "sup_loss": 0.6087855556442734 + }, + { + "train_step": 2346, + "sup_loss": 0.7536446941597716 + }, + { + "train_step": 2347, + "sup_loss": 0.794780453068783 + }, + { + "train_step": 2348, + "sup_loss": 0.7238957444893339 + }, + { + "train_step": 2349, + "sup_loss": 0.5944731006482081 + }, + { + "train_step": 2350, + "sup_loss": 0.5806933461174268 + }, + { + "train_step": 2351, + "sup_loss": 0.5860830565406469 + }, + { + "train_step": 2352, + "sup_loss": 0.8188760287787483 + }, + { + "train_step": 2353, + "sup_loss": 0.6637541366065413 + }, + { + "train_step": 2354, + "sup_loss": 0.7525395691988713 + }, + { + "train_step": 2355, + "sup_loss": 0.7355922352199659 + }, + { + "train_step": 2356, + "sup_loss": 0.5677937394175107 + }, + { + "train_step": 2357, + "sup_loss": 0.44883134704420913 + }, + { + "train_step": 2358, + "sup_loss": 0.8144095925150138 + }, + { + "train_step": 2359, + "sup_loss": 0.42337953821969976 + }, + { + "train_step": 2360, + "sup_loss": 0.6132068788937624 + }, + { + "train_step": 2361, + "sup_loss": 0.6978026729520902 + }, + { + "train_step": 2362, + "sup_loss": 0.6110688222824099 + }, + { + "train_step": 2363, + "sup_loss": 0.5758425903773245 + }, + { + "train_step": 2364, + "sup_loss": 0.795732813825237 + }, + { + "train_step": 2365, + "sup_loss": 0.5100241866545733 + }, + { + "train_step": 2366, + "sup_loss": 0.7051723288221672 + }, + { + "train_step": 2367, + "sup_loss": 0.6146993497357295 + }, + { + "train_step": 2368, + "sup_loss": 0.5117361733181176 + }, + { + "train_step": 2369, + "sup_loss": 0.7292030537549954 + }, + { + "train_step": 2370, + "sup_loss": 0.5250887162855307 + }, + { + "train_step": 2371, + "sup_loss": 0.6615839015418661 + }, + { + "train_step": 2372, + "sup_loss": 0.5866066928122486 + }, + { + "train_step": 2373, + "sup_loss": 0.4390671509057742 + }, + { + "train_step": 2374, + "sup_loss": 0.6586021720449404 + }, + { + "train_step": 2375, + "sup_loss": 0.6049297981320036 + }, + { + "train_step": 2376, + "sup_loss": 0.831432530830162 + }, + { + "train_step": 2377, + "sup_loss": 0.770475415213635 + }, + { + "train_step": 2378, + "sup_loss": 0.4047652448088251 + }, + { + "train_step": 2379, + "sup_loss": 0.5273836721795232 + }, + { + "train_step": 2380, + "sup_loss": 0.5215936128184174 + }, + { + "train_step": 2381, + "sup_loss": 0.5577301819704976 + }, + { + "train_step": 2382, + "sup_loss": 0.6553788667495533 + }, + { + "train_step": 2383, + "sup_loss": 0.7336951818681412 + }, + { + "train_step": 2384, + "sup_loss": 0.508217857379247 + }, + { + "train_step": 2385, + "sup_loss": 0.7268344471225524 + }, + { + "train_step": 2386, + "sup_loss": 0.6618877746826213 + }, + { + "train_step": 2387, + "sup_loss": 0.6593806574650343 + }, + { + "train_step": 2388, + "sup_loss": 0.5829256729443473 + }, + { + "train_step": 2389, + "sup_loss": 0.6212788554094427 + }, + { + "train_step": 2390, + "sup_loss": 0.43626577892096213 + }, + { + "train_step": 2391, + "sup_loss": 0.5630679457799679 + }, + { + "train_step": 2392, + "sup_loss": 0.6846951036390629 + }, + { + "train_step": 2393, + "sup_loss": 0.7241102370864144 + }, + { + "train_step": 2394, + "sup_loss": 0.6184926224789065 + }, + { + "train_step": 2395, + "sup_loss": 0.7865071323280984 + }, + { + "train_step": 2396, + "sup_loss": 0.5526034807220584 + }, + { + "train_step": 2397, + "sup_loss": 0.7949812134186505 + }, + { + "train_step": 2398, + "sup_loss": 0.6609090489401973 + }, + { + "train_step": 2399, + "sup_loss": 0.5974987513281083 + }, + { + "train_step": 2400, + "sup_loss": 0.9009847693007281 + }, + { + "train_step": 2401, + "sup_loss": 0.6838965480528385 + }, + { + "train_step": 2402, + "sup_loss": 0.5475797147768088 + }, + { + "train_step": 2403, + "sup_loss": 0.7201352730620012 + }, + { + "train_step": 2404, + "sup_loss": 0.47956197819431223 + }, + { + "train_step": 2405, + "sup_loss": 0.7616776212352052 + }, + { + "train_step": 2406, + "sup_loss": 0.6471987495653218 + }, + { + "train_step": 2407, + "sup_loss": 0.768509465904676 + }, + { + "train_step": 2408, + "sup_loss": 0.5047326057540946 + }, + { + "train_step": 2409, + "sup_loss": 0.6576567815974371 + }, + { + "train_step": 2410, + "sup_loss": 0.6776277682763144 + }, + { + "train_step": 2411, + "sup_loss": 0.6824437336221603 + }, + { + "train_step": 2412, + "sup_loss": 0.6215981670810439 + }, + { + "train_step": 2413, + "sup_loss": 0.48553051220789273 + }, + { + "train_step": 2414, + "sup_loss": 0.5632191468752519 + }, + { + "train_step": 2415, + "sup_loss": 0.7610635997420048 + }, + { + "train_step": 2416, + "sup_loss": 0.7240161017329314 + }, + { + "train_step": 2417, + "sup_loss": 0.7347131961659921 + }, + { + "train_step": 2418, + "sup_loss": 0.6928425857269491 + }, + { + "train_step": 2419, + "sup_loss": 0.7651506573519625 + }, + { + "train_step": 2420, + "sup_loss": 0.8433661662320772 + }, + { + "train_step": 2421, + "sup_loss": 0.6230864821462461 + }, + { + "train_step": 2422, + "sup_loss": 0.5566853561982574 + }, + { + "train_step": 2423, + "sup_loss": 0.8046977313265202 + }, + { + "train_step": 2424, + "sup_loss": 0.6022245615306464 + }, + { + "train_step": 2425, + "sup_loss": 0.6933176104580829 + }, + { + "train_step": 2426, + "sup_loss": 0.4591096691445025 + }, + { + "train_step": 2427, + "sup_loss": 0.7490136967668306 + }, + { + "train_step": 2428, + "sup_loss": 0.4279710040663242 + }, + { + "train_step": 2429, + "sup_loss": 0.6142968384052642 + }, + { + "train_step": 2430, + "sup_loss": 0.5804306779350765 + }, + { + "train_step": 2431, + "sup_loss": 0.7666885014613324 + }, + { + "train_step": 2432, + "sup_loss": 0.7443509857489911 + }, + { + "train_step": 2433, + "sup_loss": 0.5199393889186763 + }, + { + "train_step": 2434, + "sup_loss": 0.6401969210763033 + }, + { + "train_step": 2435, + "sup_loss": 0.790472159144916 + }, + { + "train_step": 2436, + "sup_loss": 0.636445630792594 + }, + { + "train_step": 2437, + "sup_loss": 0.8758494367387024 + }, + { + "train_step": 2438, + "sup_loss": 0.8309221695683733 + }, + { + "train_step": 2439, + "sup_loss": 0.6454861640766933 + }, + { + "train_step": 2440, + "sup_loss": 0.6635109305863609 + }, + { + "train_step": 2441, + "sup_loss": 0.6868306424970699 + }, + { + "train_step": 2442, + "sup_loss": 0.7225871396612766 + }, + { + "train_step": 2443, + "sup_loss": 0.6839155226142882 + }, + { + "train_step": 2444, + "sup_loss": 0.779580751901034 + }, + { + "train_step": 2445, + "sup_loss": 0.4400365269917994 + }, + { + "train_step": 2446, + "sup_loss": 0.8012394975849 + }, + { + "train_step": 2447, + "sup_loss": 0.684353245462348 + }, + { + "train_step": 2448, + "sup_loss": 0.6376999644968703 + }, + { + "train_step": 2449, + "sup_loss": 0.662759341223482 + }, + { + "train_step": 2450, + "sup_loss": 0.6557894391737592 + }, + { + "train_step": 2451, + "sup_loss": 0.759808382596576 + }, + { + "train_step": 2452, + "sup_loss": 0.6847005197747761 + }, + { + "train_step": 2453, + "sup_loss": 0.5893471435112414 + }, + { + "train_step": 2454, + "sup_loss": 0.6532995940168665 + }, + { + "train_step": 2455, + "sup_loss": 0.5936043043905759 + }, + { + "train_step": 2456, + "sup_loss": 0.5849871384249534 + }, + { + "train_step": 2457, + "sup_loss": 0.5189708540842495 + }, + { + "train_step": 2458, + "sup_loss": 0.5261542204108907 + }, + { + "train_step": 2459, + "sup_loss": 0.39028691250029185 + }, + { + "train_step": 2460, + "sup_loss": 0.7002570046495942 + }, + { + "train_step": 2461, + "sup_loss": 0.5184357429425912 + }, + { + "train_step": 2462, + "sup_loss": 0.4090063488798857 + }, + { + "train_step": 2463, + "sup_loss": 0.5593518530614926 + }, + { + "train_step": 2464, + "sup_loss": 0.7024798601337171 + }, + { + "train_step": 2465, + "sup_loss": 0.6440408793272463 + }, + { + "train_step": 2466, + "sup_loss": 0.4818677070464231 + }, + { + "train_step": 2467, + "sup_loss": 0.61726421465142 + }, + { + "train_step": 2468, + "sup_loss": 0.4092376736126799 + }, + { + "train_step": 2469, + "sup_loss": 0.8165504364298324 + }, + { + "train_step": 2470, + "sup_loss": 0.6410193504153591 + }, + { + "train_step": 2471, + "sup_loss": 0.7979185666041402 + }, + { + "train_step": 2472, + "sup_loss": 0.5316718519653658 + }, + { + "train_step": 2473, + "sup_loss": 0.7066017606280485 + }, + { + "train_step": 2474, + "sup_loss": 0.7425868184138551 + }, + { + "train_step": 2475, + "sup_loss": 0.7981872023699417 + }, + { + "train_step": 2476, + "sup_loss": 0.6916476195255935 + }, + { + "train_step": 2477, + "sup_loss": 0.7117191268685377 + }, + { + "train_step": 2478, + "sup_loss": 0.8467479551721232 + }, + { + "train_step": 2479, + "sup_loss": 0.6645980600460921 + }, + { + "train_step": 2480, + "sup_loss": 0.7006649334843781 + }, + { + "train_step": 2481, + "sup_loss": 0.7325801680118901 + }, + { + "train_step": 2482, + "sup_loss": 0.6284073452777182 + }, + { + "train_step": 2483, + "sup_loss": 0.615355251037954 + }, + { + "train_step": 2484, + "sup_loss": 0.7563701658282388 + }, + { + "train_step": 2485, + "sup_loss": 0.6816634083791258 + }, + { + "train_step": 2486, + "sup_loss": 0.6784260991774694 + }, + { + "train_step": 2487, + "sup_loss": 0.8355700110000878 + }, + { + "train_step": 2488, + "sup_loss": 0.5878443806038063 + }, + { + "train_step": 2489, + "sup_loss": 0.700893751117447 + }, + { + "train_step": 2490, + "sup_loss": 0.5292692726852735 + }, + { + "train_step": 2491, + "sup_loss": 0.7904782365784147 + }, + { + "train_step": 2492, + "sup_loss": 0.5490373756015653 + }, + { + "train_step": 2493, + "sup_loss": 0.6766016733477981 + }, + { + "train_step": 2494, + "sup_loss": 0.706604078107249 + }, + { + "train_step": 2495, + "sup_loss": 0.8325703748337404 + }, + { + "train_step": 2496, + "sup_loss": 0.5500343102142882 + }, + { + "train_step": 2497, + "sup_loss": 0.48180535243083955 + }, + { + "train_step": 2498, + "sup_loss": 0.7434767537259536 + }, + { + "train_step": 2499, + "sup_loss": 0.6995437420074627 + }, + { + "train_step": 2500, + "sup_loss": 0.801025580966725 + }, + { + "train_step": 2501, + "sup_loss": 0.519235840353456 + }, + { + "train_step": 2502, + "sup_loss": 0.7237829658680097 + }, + { + "train_step": 2503, + "sup_loss": 0.6995557242924523 + }, + { + "train_step": 2504, + "sup_loss": 0.5757099607107299 + }, + { + "train_step": 2505, + "sup_loss": 0.6541268263009585 + }, + { + "train_step": 2506, + "sup_loss": 0.6663970613010127 + }, + { + "train_step": 2507, + "sup_loss": 0.684603228286169 + }, + { + "train_step": 2508, + "sup_loss": 0.5974639552088676 + }, + { + "train_step": 2509, + "sup_loss": 0.7271031083996343 + }, + { + "train_step": 2510, + "sup_loss": 0.6788266526260812 + }, + { + "train_step": 2511, + "sup_loss": 0.7707080466774838 + }, + { + "train_step": 2512, + "sup_loss": 0.6988665878724047 + }, + { + "train_step": 2513, + "sup_loss": 0.6612562954707593 + }, + { + "train_step": 2514, + "sup_loss": 0.699767055873058 + }, + { + "train_step": 2515, + "sup_loss": 0.6654687792176366 + }, + { + "train_step": 2516, + "sup_loss": 0.5661737950978797 + }, + { + "train_step": 2517, + "sup_loss": 0.7185829657722186 + }, + { + "train_step": 2518, + "sup_loss": 0.6988081466522009 + }, + { + "train_step": 2519, + "sup_loss": 0.6974998778886683 + }, + { + "train_step": 2520, + "sup_loss": 0.8112388777475079 + }, + { + "train_step": 2521, + "sup_loss": 0.6629238073569661 + }, + { + "train_step": 2522, + "sup_loss": 0.7618205666732206 + }, + { + "train_step": 2523, + "sup_loss": 0.7356470949872104 + }, + { + "train_step": 2524, + "sup_loss": 0.655782017031838 + }, + { + "train_step": 2525, + "sup_loss": 0.7512362978236486 + }, + { + "train_step": 2526, + "sup_loss": 0.5134073695568621 + }, + { + "train_step": 2527, + "sup_loss": 0.6856985460860545 + }, + { + "train_step": 2528, + "sup_loss": 0.6040797517693034 + }, + { + "train_step": 2529, + "sup_loss": 0.7961004077865328 + }, + { + "train_step": 2530, + "sup_loss": 0.6292208876855798 + }, + { + "train_step": 2531, + "sup_loss": 0.8131603441666773 + }, + { + "train_step": 2532, + "sup_loss": 0.6089740027402436 + }, + { + "train_step": 2533, + "sup_loss": 0.6856744122686826 + }, + { + "train_step": 2534, + "sup_loss": 0.5542063341913598 + }, + { + "train_step": 2535, + "sup_loss": 0.7366223899880341 + }, + { + "train_step": 2536, + "sup_loss": 0.7336317153319145 + }, + { + "train_step": 2537, + "sup_loss": 0.6878685452365885 + }, + { + "train_step": 2538, + "sup_loss": 0.6707926055161613 + }, + { + "train_step": 2539, + "sup_loss": 0.5471323197662759 + }, + { + "train_step": 2540, + "sup_loss": 0.7305956555252384 + }, + { + "train_step": 2541, + "sup_loss": 0.6774860341226767 + }, + { + "train_step": 2542, + "sup_loss": 0.5690290038305567 + }, + { + "train_step": 2543, + "sup_loss": 0.8206477478139019 + }, + { + "train_step": 2544, + "sup_loss": 0.5377461036281068 + }, + { + "train_step": 2545, + "sup_loss": 0.6860276411375207 + }, + { + "train_step": 2546, + "sup_loss": 0.4997985483338385 + }, + { + "train_step": 2547, + "sup_loss": 0.20485278662964698 + }, + { + "train_step": 2548, + "sup_loss": 0.41941607591239266 + }, + { + "train_step": 2549, + "sup_loss": 0.5875147387057553 + }, + { + "train_step": 2550, + "sup_loss": 0.7381397402883337 + }, + { + "train_step": 2551, + "sup_loss": 0.49190339088994467 + }, + { + "train_step": 2552, + "sup_loss": 0.7390630180891228 + }, + { + "train_step": 2553, + "sup_loss": 0.8225184601822267 + }, + { + "train_step": 2554, + "sup_loss": 0.4512563338708354 + }, + { + "train_step": 2555, + "sup_loss": 0.7153238028344968 + }, + { + "train_step": 2556, + "sup_loss": 0.45680809162940894 + }, + { + "train_step": 2557, + "sup_loss": 0.5696045194582435 + }, + { + "train_step": 2558, + "sup_loss": 0.6628125672334396 + }, + { + "train_step": 2559, + "sup_loss": 0.6250105547863498 + }, + { + "train_step": 2560, + "sup_loss": 0.37250967341817637 + }, + { + "train_step": 2561, + "sup_loss": 0.5412618875550301 + }, + { + "train_step": 2562, + "sup_loss": 0.5968945283107012 + }, + { + "train_step": 2563, + "sup_loss": 0.5914355591258268 + }, + { + "train_step": 2564, + "sup_loss": 0.7272671102254745 + }, + { + "train_step": 2565, + "sup_loss": 0.5422119538544287 + }, + { + "train_step": 2566, + "sup_loss": 0.6078240175438568 + }, + { + "train_step": 2567, + "sup_loss": 0.8419049580663382 + }, + { + "train_step": 2568, + "sup_loss": 0.6850260075012765 + }, + { + "train_step": 2569, + "sup_loss": 0.6812312883841776 + }, + { + "train_step": 2570, + "sup_loss": 0.6293671822646043 + }, + { + "train_step": 2571, + "sup_loss": 0.7283212857322371 + }, + { + "train_step": 2572, + "sup_loss": 0.7701858083610756 + }, + { + "train_step": 2573, + "sup_loss": 0.7238394852596364 + }, + { + "train_step": 2574, + "sup_loss": 0.8781075960337736 + }, + { + "train_step": 2575, + "sup_loss": 0.5138874016492347 + }, + { + "train_step": 2576, + "sup_loss": 0.585706688670204 + }, + { + "train_step": 2577, + "sup_loss": 0.4081487333949653 + }, + { + "train_step": 2578, + "sup_loss": 0.6895311379317095 + }, + { + "train_step": 2579, + "sup_loss": 0.41851058715222017 + }, + { + "train_step": 2580, + "sup_loss": 0.6235057737454502 + }, + { + "train_step": 2581, + "sup_loss": 0.6700485240232366 + }, + { + "train_step": 2582, + "sup_loss": 0.48926915882354693 + }, + { + "train_step": 2583, + "sup_loss": 0.8039920371324947 + }, + { + "train_step": 2584, + "sup_loss": 0.8374009763298373 + }, + { + "train_step": 2585, + "sup_loss": 0.3380051433218945 + }, + { + "train_step": 2586, + "sup_loss": 0.5446051695404889 + }, + { + "train_step": 2587, + "sup_loss": 0.8816509313888954 + }, + { + "train_step": 2588, + "sup_loss": 0.6761955763080421 + }, + { + "train_step": 2589, + "sup_loss": 0.5633777421878966 + }, + { + "train_step": 2590, + "sup_loss": 0.4685840045148756 + }, + { + "train_step": 2591, + "sup_loss": 0.48690124262550666 + }, + { + "train_step": 2592, + "sup_loss": 0.6619463242664649 + }, + { + "train_step": 2593, + "sup_loss": 0.5360223669850911 + }, + { + "train_step": 2594, + "sup_loss": 0.6053782600672237 + }, + { + "train_step": 2595, + "sup_loss": 0.7256911232974038 + }, + { + "train_step": 2596, + "sup_loss": 0.6107377285758506 + }, + { + "train_step": 2597, + "sup_loss": 0.7804217086086306 + }, + { + "train_step": 2598, + "sup_loss": 0.6189707366806452 + }, + { + "train_step": 2599, + "sup_loss": 0.7064727872500958 + }, + { + "train_step": 2600, + "sup_loss": 0.5942190893519929 + }, + { + "train_step": 2601, + "sup_loss": 0.5865696289395389 + }, + { + "train_step": 2602, + "sup_loss": 0.39060138128407595 + }, + { + "train_step": 2603, + "sup_loss": 0.42767557403711187 + }, + { + "train_step": 2604, + "sup_loss": 0.6168655937629935 + }, + { + "train_step": 2605, + "sup_loss": 0.5740426866105757 + }, + { + "train_step": 2606, + "sup_loss": 0.8376808616984622 + }, + { + "train_step": 2607, + "sup_loss": 0.5532797627419932 + }, + { + "train_step": 2608, + "sup_loss": 0.6045749374692518 + }, + { + "train_step": 2609, + "sup_loss": 0.5583916910213781 + }, + { + "train_step": 2610, + "sup_loss": 0.586412843447781 + }, + { + "train_step": 2611, + "sup_loss": 0.47863424161609386 + }, + { + "train_step": 2612, + "sup_loss": 0.4983000643257756 + }, + { + "train_step": 2613, + "sup_loss": 0.672593738946031 + }, + { + "train_step": 2614, + "sup_loss": 0.5213347895089084 + }, + { + "train_step": 2615, + "sup_loss": 0.7003876248574997 + }, + { + "train_step": 2616, + "sup_loss": 0.5054145357666343 + }, + { + "train_step": 2617, + "sup_loss": 0.3890095143894237 + }, + { + "train_step": 2618, + "sup_loss": 0.43223513046116224 + }, + { + "train_step": 2619, + "sup_loss": 0.7825517956356132 + }, + { + "train_step": 2620, + "sup_loss": 0.6157993005415064 + }, + { + "train_step": 2621, + "sup_loss": 0.7001642147431134 + }, + { + "train_step": 2622, + "sup_loss": 0.6805668027961915 + }, + { + "train_step": 2623, + "sup_loss": 0.6455310479410747 + }, + { + "train_step": 2624, + "sup_loss": 0.6259714610078908 + }, + { + "train_step": 2625, + "sup_loss": 0.579443044547895 + }, + { + "train_step": 2626, + "sup_loss": 0.5819080752496006 + }, + { + "train_step": 2627, + "sup_loss": 0.634834356170805 + }, + { + "train_step": 2628, + "sup_loss": 0.6806586125504399 + }, + { + "train_step": 2629, + "sup_loss": 0.603972365789849 + }, + { + "train_step": 2630, + "sup_loss": 0.5527903509364155 + }, + { + "train_step": 2631, + "sup_loss": 0.7329466546336911 + }, + { + "train_step": 2632, + "sup_loss": 0.8101208099758678 + }, + { + "train_step": 2633, + "sup_loss": 0.5619569993696859 + }, + { + "train_step": 2634, + "sup_loss": 0.4837654349105138 + }, + { + "train_step": 2635, + "sup_loss": 0.5712710288122758 + }, + { + "train_step": 2636, + "sup_loss": 0.764566393762132 + }, + { + "train_step": 2637, + "sup_loss": 0.5686907860507902 + }, + { + "train_step": 2638, + "sup_loss": 0.6313433362635256 + }, + { + "train_step": 2639, + "sup_loss": 0.6327463094044896 + }, + { + "train_step": 2640, + "sup_loss": 0.692287582687186 + }, + { + "train_step": 2641, + "sup_loss": 0.5932867035308305 + }, + { + "train_step": 2642, + "sup_loss": 0.4598525095781799 + }, + { + "train_step": 2643, + "sup_loss": 0.381307145020757 + }, + { + "train_step": 2644, + "sup_loss": 0.8174690578344452 + }, + { + "train_step": 2645, + "sup_loss": 0.6696823017232391 + }, + { + "train_step": 2646, + "sup_loss": 0.45833261344534915 + }, + { + "train_step": 2647, + "sup_loss": 0.8616358216430018 + }, + { + "train_step": 2648, + "sup_loss": 0.5457676549113366 + }, + { + "train_step": 2649, + "sup_loss": 0.6310096402063166 + }, + { + "train_step": 2650, + "sup_loss": 0.718204277578035 + }, + { + "train_step": 2651, + "sup_loss": 0.6710031364544491 + }, + { + "train_step": 2652, + "sup_loss": 0.6727253724830198 + }, + { + "train_step": 2653, + "sup_loss": 0.7280125238581164 + }, + { + "train_step": 2654, + "sup_loss": 0.39421531990338826 + }, + { + "train_step": 2655, + "sup_loss": 0.7550262097126685 + }, + { + "train_step": 2656, + "sup_loss": 0.5725097388444551 + }, + { + "train_step": 2657, + "sup_loss": 0.785631217452178 + }, + { + "train_step": 2658, + "sup_loss": 0.5894489021594289 + }, + { + "train_step": 2659, + "sup_loss": 0.5905095877507942 + }, + { + "train_step": 2660, + "sup_loss": 0.8384143536226273 + }, + { + "train_step": 2661, + "sup_loss": 0.6373644132996762 + }, + { + "train_step": 2662, + "sup_loss": 0.5930756107823214 + }, + { + "train_step": 2663, + "sup_loss": 0.8656779041376204 + }, + { + "train_step": 2664, + "sup_loss": 0.4024241754729902 + }, + { + "train_step": 2665, + "sup_loss": 0.42088983708720984 + }, + { + "train_step": 2666, + "sup_loss": 0.641596970471117 + }, + { + "train_step": 2667, + "sup_loss": 0.8077579249828871 + }, + { + "train_step": 2668, + "sup_loss": 0.3494576753827884 + }, + { + "train_step": 2669, + "sup_loss": 0.7123001167001669 + }, + { + "train_step": 2670, + "sup_loss": 0.5411514408634359 + }, + { + "train_step": 2671, + "sup_loss": 0.6421546507614433 + }, + { + "train_step": 2672, + "sup_loss": 0.8755816605926602 + }, + { + "train_step": 2673, + "sup_loss": 0.44655694304168086 + }, + { + "train_step": 2674, + "sup_loss": 0.49436693227739614 + }, + { + "train_step": 2675, + "sup_loss": 0.5733955861687839 + }, + { + "train_step": 2676, + "sup_loss": 0.7770467572786419 + }, + { + "train_step": 2677, + "sup_loss": 0.7542356410752632 + }, + { + "train_step": 2678, + "sup_loss": 0.6317303660669229 + }, + { + "train_step": 2679, + "sup_loss": 0.4858005601875223 + }, + { + "train_step": 2680, + "sup_loss": 0.6862267195830576 + }, + { + "train_step": 2681, + "sup_loss": 0.5657771868246398 + }, + { + "train_step": 2682, + "sup_loss": 0.498573071460449 + }, + { + "train_step": 2683, + "sup_loss": 0.6052040415669444 + }, + { + "train_step": 2684, + "sup_loss": 0.7325864824594924 + }, + { + "train_step": 2685, + "sup_loss": 0.6312836564803701 + }, + { + "train_step": 2686, + "sup_loss": 0.69525358924437 + }, + { + "train_step": 2687, + "sup_loss": 0.3993082008369663 + }, + { + "train_step": 2688, + "sup_loss": 0.730618172442563 + }, + { + "train_step": 2689, + "sup_loss": 0.5369864697652266 + }, + { + "train_step": 2690, + "sup_loss": 0.47291343263927876 + }, + { + "train_step": 2691, + "sup_loss": 0.78057455718831 + }, + { + "train_step": 2692, + "sup_loss": 0.41827722567666165 + }, + { + "train_step": 2693, + "sup_loss": 0.6123769741269518 + }, + { + "train_step": 2694, + "sup_loss": 0.5273755385732064 + }, + { + "train_step": 2695, + "sup_loss": 0.6434781724275325 + }, + { + "train_step": 2696, + "sup_loss": 0.5964791093469736 + }, + { + "train_step": 2697, + "sup_loss": 0.7126182671311821 + }, + { + "train_step": 2698, + "sup_loss": 0.6776987472507168 + }, + { + "train_step": 2699, + "sup_loss": 0.6222820534514928 + }, + { + "train_step": 2700, + "sup_loss": 0.7997088586734793 + }, + { + "train_step": 2701, + "sup_loss": 0.7201222080850446 + }, + { + "train_step": 2702, + "sup_loss": 0.6905915637758797 + }, + { + "train_step": 2703, + "sup_loss": 0.6956108529004722 + }, + { + "train_step": 2704, + "sup_loss": 0.6089909197761475 + }, + { + "train_step": 2705, + "sup_loss": 0.6339454359120364 + }, + { + "train_step": 2706, + "sup_loss": 0.5424879788431375 + }, + { + "train_step": 2707, + "sup_loss": 0.6005078814814568 + }, + { + "train_step": 2708, + "sup_loss": 0.6866909401467415 + }, + { + "train_step": 2709, + "sup_loss": 0.6423995743835357 + }, + { + "train_step": 2710, + "sup_loss": 0.7132932764221228 + }, + { + "train_step": 2711, + "sup_loss": 0.6558028751790355 + }, + { + "train_step": 2712, + "sup_loss": 0.8767963669590989 + }, + { + "train_step": 2713, + "sup_loss": 0.6610443831766568 + }, + { + "train_step": 2714, + "sup_loss": 0.6406615936713861 + }, + { + "train_step": 2715, + "sup_loss": 0.6058065641585657 + }, + { + "train_step": 2716, + "sup_loss": 0.49877878582483914 + }, + { + "train_step": 2717, + "sup_loss": 0.8282028026151939 + }, + { + "train_step": 2718, + "sup_loss": 0.7629971743797526 + }, + { + "train_step": 2719, + "sup_loss": 0.676554368991735 + }, + { + "train_step": 2720, + "sup_loss": 0.651807200214594 + }, + { + "train_step": 2721, + "sup_loss": 0.6779280234969703 + }, + { + "train_step": 2722, + "sup_loss": 0.6812861591876935 + }, + { + "train_step": 2723, + "sup_loss": 0.7074836183864365 + }, + { + "train_step": 2724, + "sup_loss": 0.5699174162946455 + }, + { + "train_step": 2725, + "sup_loss": 0.5461171111255277 + }, + { + "train_step": 2726, + "sup_loss": 0.8624567042611339 + }, + { + "train_step": 2727, + "sup_loss": 0.5899869385579583 + }, + { + "train_step": 2728, + "sup_loss": 0.596618684558505 + }, + { + "train_step": 2729, + "sup_loss": 0.4609781614703586 + }, + { + "train_step": 2730, + "sup_loss": 0.6919860511202218 + }, + { + "train_step": 2731, + "sup_loss": 0.5806853986064024 + }, + { + "train_step": 2732, + "sup_loss": 0.5189135971711076 + }, + { + "train_step": 2733, + "sup_loss": 0.4083401139664534 + }, + { + "train_step": 2734, + "sup_loss": 0.4554851089338642 + }, + { + "train_step": 2735, + "sup_loss": 0.8507286657362605 + }, + { + "train_step": 2736, + "sup_loss": 0.5074976384347996 + }, + { + "train_step": 2737, + "sup_loss": 0.5048867339769343 + }, + { + "train_step": 2738, + "sup_loss": 0.6185633773851651 + }, + { + "train_step": 2739, + "sup_loss": 0.6574709768004708 + }, + { + "train_step": 2740, + "sup_loss": 0.557544772940616 + }, + { + "train_step": 2741, + "sup_loss": 0.7387658723893504 + }, + { + "train_step": 2742, + "sup_loss": 0.6069565923148724 + }, + { + "train_step": 2743, + "sup_loss": 0.7987450472198051 + }, + { + "train_step": 2744, + "sup_loss": 0.6118405340149344 + }, + { + "train_step": 2745, + "sup_loss": 0.7068022376651736 + }, + { + "train_step": 2746, + "sup_loss": 0.5081419448699322 + }, + { + "train_step": 2747, + "sup_loss": 0.8363900287127971 + }, + { + "train_step": 2748, + "sup_loss": 0.5999824364822188 + }, + { + "train_step": 2749, + "sup_loss": 0.6957439788663653 + }, + { + "train_step": 2750, + "sup_loss": 0.5491842034210144 + }, + { + "train_step": 2751, + "sup_loss": 0.490837812981976 + }, + { + "train_step": 2752, + "sup_loss": 0.4901712748559511 + }, + { + "train_step": 2753, + "sup_loss": 0.7869582661463385 + }, + { + "train_step": 2754, + "sup_loss": 0.8367934720590384 + }, + { + "train_step": 2755, + "sup_loss": 0.6074623487888291 + }, + { + "train_step": 2756, + "sup_loss": 0.4717045517394145 + }, + { + "train_step": 2757, + "sup_loss": 0.3841296831018469 + }, + { + "train_step": 2758, + "sup_loss": 0.6609443681690342 + }, + { + "train_step": 2759, + "sup_loss": 0.6836817263377981 + }, + { + "train_step": 2760, + "sup_loss": 0.75054382979879 + }, + { + "train_step": 2761, + "sup_loss": 0.6414576060680208 + }, + { + "train_step": 2762, + "sup_loss": 0.4357954567266458 + }, + { + "train_step": 2763, + "sup_loss": 0.6238204630904868 + }, + { + "train_step": 2764, + "sup_loss": 0.4038883510595918 + }, + { + "train_step": 2765, + "sup_loss": 0.6924555201682341 + }, + { + "train_step": 2766, + "sup_loss": 0.3959209131983403 + }, + { + "train_step": 2767, + "sup_loss": 0.49969881193321386 + }, + { + "train_step": 2768, + "sup_loss": 0.5482782831805183 + }, + { + "train_step": 2769, + "sup_loss": 0.6214230558704823 + }, + { + "train_step": 2770, + "sup_loss": 0.45014518844148205 + }, + { + "train_step": 2771, + "sup_loss": 0.5015939021163249 + }, + { + "train_step": 2772, + "sup_loss": 0.7143693564036819 + }, + { + "train_step": 2773, + "sup_loss": 0.6823097861296584 + }, + { + "train_step": 2774, + "sup_loss": 0.6948922951348052 + }, + { + "train_step": 2775, + "sup_loss": 0.8174539285213053 + }, + { + "train_step": 2776, + "sup_loss": 0.5826253646154804 + }, + { + "train_step": 2777, + "sup_loss": 0.5558826181660501 + }, + { + "train_step": 2778, + "sup_loss": 0.5718627862352463 + }, + { + "train_step": 2779, + "sup_loss": 0.7201447932648424 + }, + { + "train_step": 2780, + "sup_loss": 0.739456320181997 + }, + { + "train_step": 2781, + "sup_loss": 0.6540896253583619 + }, + { + "train_step": 2782, + "sup_loss": 0.5977961405671237 + }, + { + "train_step": 2783, + "sup_loss": 0.7776675197007317 + }, + { + "train_step": 2784, + "sup_loss": 0.6563777430125021 + }, + { + "train_step": 2785, + "sup_loss": 0.6371862787203253 + }, + { + "train_step": 2786, + "sup_loss": 0.7939938823180503 + }, + { + "train_step": 2787, + "sup_loss": 0.5086772687805319 + }, + { + "train_step": 2788, + "sup_loss": 0.7451954766332307 + }, + { + "train_step": 2789, + "sup_loss": 0.6126036809405263 + }, + { + "train_step": 2790, + "sup_loss": 0.7476412738957355 + }, + { + "train_step": 2791, + "sup_loss": 0.7913320779431087 + }, + { + "train_step": 2792, + "sup_loss": 0.7876599210335321 + }, + { + "train_step": 2793, + "sup_loss": 0.640598162025736 + }, + { + "train_step": 2794, + "sup_loss": 0.5435059028250132 + }, + { + "train_step": 2795, + "sup_loss": 0.7102738001781124 + }, + { + "train_step": 2796, + "sup_loss": 0.5569828009624725 + }, + { + "train_step": 2797, + "sup_loss": 0.72110302595323 + }, + { + "train_step": 2798, + "sup_loss": 0.765897035232323 + }, + { + "train_step": 2799, + "sup_loss": 0.5621634922382863 + }, + { + "train_step": 2800, + "sup_loss": 0.6488391268878511 + }, + { + "train_step": 2801, + "sup_loss": 0.6306105122479286 + }, + { + "train_step": 2802, + "sup_loss": 0.5573703523547169 + }, + { + "train_step": 2803, + "sup_loss": 0.5040683195969694 + }, + { + "train_step": 2804, + "sup_loss": 0.5030393925612767 + }, + { + "train_step": 2805, + "sup_loss": 0.6595885220746925 + }, + { + "train_step": 2806, + "sup_loss": 0.5641178199467234 + }, + { + "train_step": 2807, + "sup_loss": 0.667032303467545 + }, + { + "train_step": 2808, + "sup_loss": 0.5209639133405759 + }, + { + "train_step": 2809, + "sup_loss": 0.687288608594781 + }, + { + "train_step": 2810, + "sup_loss": 0.7173768437514954 + }, + { + "train_step": 2811, + "sup_loss": 0.6097772380727914 + }, + { + "train_step": 2812, + "sup_loss": 0.5975565876822733 + }, + { + "train_step": 2813, + "sup_loss": 0.5856635518981482 + }, + { + "train_step": 2814, + "sup_loss": 0.5632686637572167 + }, + { + "train_step": 2815, + "sup_loss": 0.6864488828793962 + }, + { + "train_step": 2816, + "sup_loss": 0.6052249879786962 + }, + { + "train_step": 2817, + "sup_loss": 0.6057394272749398 + }, + { + "train_step": 2818, + "sup_loss": 0.3913923574534715 + }, + { + "train_step": 2819, + "sup_loss": 0.7814213799232202 + }, + { + "train_step": 2820, + "sup_loss": 0.5518556036287561 + }, + { + "train_step": 2821, + "sup_loss": 0.7173635894309425 + }, + { + "train_step": 2822, + "sup_loss": 0.7753972342043527 + }, + { + "train_step": 2823, + "sup_loss": 0.5158776453222695 + }, + { + "train_step": 2824, + "sup_loss": 0.7848957658785802 + }, + { + "train_step": 2825, + "sup_loss": 0.7029134304710825 + }, + { + "train_step": 2826, + "sup_loss": 0.7192814699726752 + }, + { + "train_step": 2827, + "sup_loss": 0.6220991375601095 + }, + { + "train_step": 2828, + "sup_loss": 0.8619003710357591 + }, + { + "train_step": 2829, + "sup_loss": 0.49573575895273486 + }, + { + "train_step": 2830, + "sup_loss": 0.635068265477363 + }, + { + "train_step": 2831, + "sup_loss": 0.7057516708561661 + }, + { + "train_step": 2832, + "sup_loss": 0.6187779630786094 + }, + { + "train_step": 2833, + "sup_loss": 0.5993557144377997 + }, + { + "train_step": 2834, + "sup_loss": 0.6147249681585779 + }, + { + "train_step": 2835, + "sup_loss": 0.504396289172601 + }, + { + "train_step": 2836, + "sup_loss": 0.38595511709463143 + }, + { + "train_step": 2837, + "sup_loss": 0.5507635141581961 + }, + { + "train_step": 2838, + "sup_loss": 0.43975353175943327 + }, + { + "train_step": 2839, + "sup_loss": 0.2730176919898672 + }, + { + "train_step": 2840, + "sup_loss": 0.6838321288091201 + }, + { + "train_step": 2841, + "sup_loss": 0.6810558775353983 + }, + { + "train_step": 2842, + "sup_loss": 0.7421328679835143 + }, + { + "train_step": 2843, + "sup_loss": 0.5954585049921814 + }, + { + "train_step": 2844, + "sup_loss": 0.4548584631137965 + }, + { + "train_step": 2845, + "sup_loss": 0.5507162964978719 + }, + { + "train_step": 2846, + "sup_loss": 0.5132541971519831 + }, + { + "train_step": 2847, + "sup_loss": 0.4552624439176847 + }, + { + "train_step": 2848, + "sup_loss": 0.5542547579108211 + }, + { + "train_step": 2849, + "sup_loss": 0.3806227538938741 + }, + { + "train_step": 2850, + "sup_loss": 0.6365288306103246 + }, + { + "train_step": 2851, + "sup_loss": 0.6760688383056424 + }, + { + "train_step": 2852, + "sup_loss": 0.5857953894432779 + }, + { + "train_step": 2853, + "sup_loss": 0.6459428349632275 + }, + { + "train_step": 2854, + "sup_loss": 0.3433893726238128 + }, + { + "train_step": 2855, + "sup_loss": 0.5543991941606946 + }, + { + "train_step": 2856, + "sup_loss": 0.6275675400544792 + }, + { + "train_step": 2857, + "sup_loss": 0.5430117855833032 + }, + { + "train_step": 2858, + "sup_loss": 0.6350588118799216 + }, + { + "train_step": 2859, + "sup_loss": 0.6093275669891097 + }, + { + "train_step": 2860, + "sup_loss": 0.6924425268198986 + }, + { + "train_step": 2861, + "sup_loss": 0.671818873696561 + }, + { + "train_step": 2862, + "sup_loss": 0.3799588569594726 + }, + { + "train_step": 2863, + "sup_loss": 0.7297672616348717 + }, + { + "train_step": 2864, + "sup_loss": 0.6886344719410785 + }, + { + "train_step": 2865, + "sup_loss": 0.6808574240001795 + }, + { + "train_step": 2866, + "sup_loss": 0.6509877692806745 + }, + { + "train_step": 2867, + "sup_loss": 0.6574957092429818 + }, + { + "train_step": 2868, + "sup_loss": 0.6918297574103154 + }, + { + "train_step": 2869, + "sup_loss": 0.7345261792758285 + }, + { + "train_step": 2870, + "sup_loss": 0.4156840176101265 + }, + { + "train_step": 2871, + "sup_loss": 0.7933544137179075 + }, + { + "train_step": 2872, + "sup_loss": 0.5977189812140915 + }, + { + "train_step": 2873, + "sup_loss": 0.5409640609766884 + }, + { + "train_step": 2874, + "sup_loss": 0.7173600517265196 + }, + { + "train_step": 2875, + "sup_loss": 0.6580195273793471 + }, + { + "train_step": 2876, + "sup_loss": 0.7812935512204625 + }, + { + "train_step": 2877, + "sup_loss": 0.7841087001211628 + }, + { + "train_step": 2878, + "sup_loss": 0.7622587605638922 + }, + { + "train_step": 2879, + "sup_loss": 0.5348690251579457 + }, + { + "train_step": 2880, + "sup_loss": 0.5484957341022557 + }, + { + "train_step": 2881, + "sup_loss": 0.7638800148494118 + }, + { + "train_step": 2882, + "sup_loss": 0.5981402656997724 + }, + { + "train_step": 2883, + "sup_loss": 0.6338286432609483 + }, + { + "train_step": 2884, + "sup_loss": 0.7750228850903225 + }, + { + "train_step": 2885, + "sup_loss": 0.7301875794118431 + }, + { + "train_step": 2886, + "sup_loss": 0.27737167881821956 + }, + { + "train_step": 2887, + "sup_loss": 0.6877620793247222 + }, + { + "train_step": 2888, + "sup_loss": 0.7240874163208907 + }, + { + "train_step": 2889, + "sup_loss": 0.7445131685769877 + }, + { + "train_step": 2890, + "sup_loss": 0.6264697929522274 + }, + { + "train_step": 2891, + "sup_loss": 0.7566308773380359 + }, + { + "train_step": 2892, + "sup_loss": 0.46891877813723737 + }, + { + "train_step": 2893, + "sup_loss": 0.5718443654528164 + }, + { + "train_step": 2894, + "sup_loss": 0.600783178528298 + }, + { + "train_step": 2895, + "sup_loss": 0.7375281722044362 + }, + { + "train_step": 2896, + "sup_loss": 0.6087611368457239 + }, + { + "train_step": 2897, + "sup_loss": 0.6116501336323735 + }, + { + "train_step": 2898, + "sup_loss": 0.5066667078889576 + }, + { + "train_step": 2899, + "sup_loss": 0.6962692896313037 + }, + { + "train_step": 2900, + "sup_loss": 0.49205476699274625 + }, + { + "train_step": 2901, + "sup_loss": 0.5994698231084216 + }, + { + "train_step": 2902, + "sup_loss": 0.5629060245592872 + }, + { + "train_step": 2903, + "sup_loss": 0.5780319175404786 + }, + { + "train_step": 2904, + "sup_loss": 0.6755578633270878 + }, + { + "train_step": 2905, + "sup_loss": 0.3612802872789294 + }, + { + "train_step": 2906, + "sup_loss": 0.803715898648101 + }, + { + "train_step": 2907, + "sup_loss": 0.5107133158475732 + }, + { + "train_step": 2908, + "sup_loss": 0.749108426334225 + }, + { + "train_step": 2909, + "sup_loss": 0.3956896473492195 + }, + { + "train_step": 2910, + "sup_loss": 0.695362829841899 + }, + { + "train_step": 2911, + "sup_loss": 0.6982849941466519 + }, + { + "train_step": 2912, + "sup_loss": 0.5098311583690487 + }, + { + "train_step": 2913, + "sup_loss": 0.654317261351641 + }, + { + "train_step": 2914, + "sup_loss": 0.6293759986102613 + }, + { + "train_step": 2915, + "sup_loss": 0.6441960707285783 + }, + { + "train_step": 2916, + "sup_loss": 0.657610336299281 + }, + { + "train_step": 2917, + "sup_loss": 0.4757694375102138 + }, + { + "train_step": 2918, + "sup_loss": 0.5644743516069909 + }, + { + "train_step": 2919, + "sup_loss": 0.5761975044604248 + }, + { + "train_step": 2920, + "sup_loss": 0.7337628142953156 + }, + { + "train_step": 2921, + "sup_loss": 0.41902867672449856 + }, + { + "train_step": 2922, + "sup_loss": 0.8127406995088755 + }, + { + "train_step": 2923, + "sup_loss": 0.7051666982592886 + }, + { + "train_step": 2924, + "sup_loss": 0.6676444516979791 + }, + { + "train_step": 2925, + "sup_loss": 0.6035389798370852 + }, + { + "train_step": 2926, + "sup_loss": 0.7282693543623936 + }, + { + "train_step": 2927, + "sup_loss": 0.7373391556775531 + }, + { + "train_step": 2928, + "sup_loss": 0.7069425626084336 + }, + { + "train_step": 2929, + "sup_loss": 0.7605109594773601 + }, + { + "train_step": 2930, + "sup_loss": 0.6974349236051058 + }, + { + "train_step": 2931, + "sup_loss": 0.6505095947865186 + }, + { + "train_step": 2932, + "sup_loss": 0.7006404475352346 + }, + { + "train_step": 2933, + "sup_loss": 0.6915045689509497 + }, + { + "train_step": 2934, + "sup_loss": 0.6206816640789553 + }, + { + "train_step": 2935, + "sup_loss": 0.5667063370502416 + }, + { + "train_step": 2936, + "sup_loss": 0.5576753015407848 + }, + { + "train_step": 2937, + "sup_loss": 0.3781045142027743 + }, + { + "train_step": 2938, + "sup_loss": 0.5222917771916064 + }, + { + "train_step": 2939, + "sup_loss": 0.7755812596291656 + }, + { + "train_step": 2940, + "sup_loss": 0.6020917244791606 + }, + { + "train_step": 2941, + "sup_loss": 0.7399468076462724 + }, + { + "train_step": 2942, + "sup_loss": 0.5539477652795616 + }, + { + "train_step": 2943, + "sup_loss": 0.5607896598175691 + }, + { + "train_step": 2944, + "sup_loss": 0.6946442207937275 + }, + { + "train_step": 2945, + "sup_loss": 0.6812786338643948 + }, + { + "train_step": 2946, + "sup_loss": 0.6715806508807273 + }, + { + "train_step": 2947, + "sup_loss": 0.5411611571816036 + }, + { + "train_step": 2948, + "sup_loss": 0.4742283979949725 + }, + { + "train_step": 2949, + "sup_loss": 0.47292915016732523 + }, + { + "train_step": 2950, + "sup_loss": 0.6126454797586454 + }, + { + "train_step": 2951, + "sup_loss": 0.6107436814704408 + }, + { + "train_step": 2952, + "sup_loss": 0.7085602913326325 + }, + { + "train_step": 2953, + "sup_loss": 0.4853910346294621 + }, + { + "train_step": 2954, + "sup_loss": 0.6456541864417672 + }, + { + "train_step": 2955, + "sup_loss": 0.5489901052910386 + }, + { + "train_step": 2956, + "sup_loss": 0.7079574186002969 + }, + { + "train_step": 2957, + "sup_loss": 0.6210150025467492 + }, + { + "train_step": 2958, + "sup_loss": 0.7597773676749894 + }, + { + "train_step": 2959, + "sup_loss": 0.691367628920086 + }, + { + "train_step": 2960, + "sup_loss": 0.5156590910336187 + }, + { + "train_step": 2961, + "sup_loss": 0.4582396977088489 + }, + { + "train_step": 2962, + "sup_loss": 0.5848642308603712 + }, + { + "train_step": 2963, + "sup_loss": 0.477034973153697 + }, + { + "train_step": 2964, + "sup_loss": 0.6549551357286715 + }, + { + "train_step": 2965, + "sup_loss": 0.6734424580721021 + }, + { + "train_step": 2966, + "sup_loss": 0.4848211373204251 + }, + { + "train_step": 2967, + "sup_loss": 0.7230582905335872 + }, + { + "train_step": 2968, + "sup_loss": 0.7155753459833003 + }, + { + "train_step": 2969, + "sup_loss": 0.4142100940177391 + }, + { + "train_step": 2970, + "sup_loss": 0.6255842359966927 + }, + { + "train_step": 2971, + "sup_loss": 0.6419407696213256 + }, + { + "train_step": 2972, + "sup_loss": 0.941042256214389 + }, + { + "train_step": 2973, + "sup_loss": 0.48121872784747 + }, + { + "train_step": 2974, + "sup_loss": 0.5068756657160909 + }, + { + "train_step": 2975, + "sup_loss": 0.5267141218545487 + }, + { + "train_step": 2976, + "sup_loss": 0.7332835693332184 + }, + { + "train_step": 2977, + "sup_loss": 0.7646800754296696 + }, + { + "train_step": 2978, + "sup_loss": 0.6694756009917974 + }, + { + "train_step": 2979, + "sup_loss": 0.7436935108538955 + }, + { + "train_step": 2980, + "sup_loss": 0.5072891131592489 + }, + { + "train_step": 2981, + "sup_loss": 0.7063628419477789 + }, + { + "train_step": 2982, + "sup_loss": 0.5815321543749109 + }, + { + "train_step": 2983, + "sup_loss": 0.4442405375802193 + }, + { + "train_step": 2984, + "sup_loss": 0.6013839106096269 + }, + { + "train_step": 2985, + "sup_loss": 0.6032257418276171 + }, + { + "train_step": 2986, + "sup_loss": 0.33562495687930727 + }, + { + "train_step": 2987, + "sup_loss": 0.6458752103975773 + }, + { + "train_step": 2988, + "sup_loss": 0.5856936609067726 + }, + { + "train_step": 2989, + "sup_loss": 0.5293516315670552 + }, + { + "train_step": 2990, + "sup_loss": 0.6973426114763813 + }, + { + "train_step": 2991, + "sup_loss": 0.6480787249315015 + }, + { + "train_step": 2992, + "sup_loss": 0.6745920079971566 + }, + { + "train_step": 2993, + "sup_loss": 0.743026074375915 + }, + { + "train_step": 2994, + "sup_loss": 0.8152848720619215 + }, + { + "train_step": 2995, + "sup_loss": 0.5469977208214962 + }, + { + "train_step": 2996, + "sup_loss": 0.44852041289704725 + }, + { + "train_step": 2997, + "sup_loss": 0.42560279852021393 + }, + { + "train_step": 2998, + "sup_loss": 0.4958011194800701 + }, + { + "train_step": 2999, + "sup_loss": 0.5360726828996288 + }, + { + "train_step": 3000, + "sup_loss": 0.5245064204114723 + }, + { + "train_step": 3001, + "sup_loss": 0.6717461158729658 + }, + { + "train_step": 3002, + "sup_loss": 0.7893386040427706 + }, + { + "train_step": 3003, + "sup_loss": 0.7781685323947847 + }, + { + "train_step": 3004, + "sup_loss": 0.5466681555750865 + }, + { + "train_step": 3005, + "sup_loss": 0.7493482480093433 + }, + { + "train_step": 3006, + "sup_loss": 0.4424061929722504 + }, + { + "train_step": 3007, + "sup_loss": 0.5448420425842901 + }, + { + "train_step": 3008, + "sup_loss": 0.4817198732832974 + }, + { + "train_step": 3009, + "sup_loss": 0.712838729116317 + }, + { + "train_step": 3010, + "sup_loss": 0.5262222693567729 + }, + { + "train_step": 3011, + "sup_loss": 0.6989664385135558 + }, + { + "train_step": 3012, + "sup_loss": 0.7359990447159689 + }, + { + "train_step": 3013, + "sup_loss": 0.8267380426497346 + }, + { + "train_step": 3014, + "sup_loss": 0.55925724589589 + }, + { + "train_step": 3015, + "sup_loss": 0.5631652199298951 + }, + { + "train_step": 3016, + "sup_loss": 0.878314021045181 + }, + { + "train_step": 3017, + "sup_loss": 0.675593026821625 + }, + { + "train_step": 3018, + "sup_loss": 0.699573833744091 + }, + { + "train_step": 3019, + "sup_loss": 0.8510423325640072 + }, + { + "train_step": 3020, + "sup_loss": 0.5649820795301014 + }, + { + "train_step": 3021, + "sup_loss": 0.5260356253071609 + }, + { + "train_step": 3022, + "sup_loss": 0.6647257868379055 + }, + { + "train_step": 3023, + "sup_loss": 0.4466692398637335 + }, + { + "train_step": 3024, + "sup_loss": 0.6843248418605363 + }, + { + "train_step": 3025, + "sup_loss": 0.5373350364055377 + }, + { + "train_step": 3026, + "sup_loss": 0.4847052873086444 + }, + { + "train_step": 3027, + "sup_loss": 0.7892663272212408 + }, + { + "train_step": 3028, + "sup_loss": 0.6404425960882523 + }, + { + "train_step": 3029, + "sup_loss": 0.6646802538652677 + }, + { + "train_step": 3030, + "sup_loss": 0.7016456231650994 + }, + { + "train_step": 3031, + "sup_loss": 0.6777353126955625 + }, + { + "train_step": 3032, + "sup_loss": 0.6976326692702224 + }, + { + "train_step": 3033, + "sup_loss": 0.5810308585062265 + }, + { + "train_step": 3034, + "sup_loss": 0.6713924395670583 + }, + { + "train_step": 3035, + "sup_loss": 0.5926244155551841 + }, + { + "train_step": 3036, + "sup_loss": 0.7999437278501901 + }, + { + "train_step": 3037, + "sup_loss": 0.7007159442202886 + }, + { + "train_step": 3038, + "sup_loss": 0.4797386104652052 + }, + { + "train_step": 3039, + "sup_loss": 0.6341002937424853 + }, + { + "train_step": 3040, + "sup_loss": 0.6531217791779622 + }, + { + "train_step": 3041, + "sup_loss": 0.6315761575053613 + }, + { + "train_step": 3042, + "sup_loss": 0.6874401759304245 + }, + { + "train_step": 3043, + "sup_loss": 0.6665830676268927 + }, + { + "train_step": 3044, + "sup_loss": 0.6209633309845516 + }, + { + "train_step": 3045, + "sup_loss": 0.6602869868336647 + }, + { + "train_step": 3046, + "sup_loss": 0.7895736545437252 + }, + { + "train_step": 3047, + "sup_loss": 0.7888422576151256 + }, + { + "train_step": 3048, + "sup_loss": 0.5952128650922808 + }, + { + "train_step": 3049, + "sup_loss": 0.4907629906463747 + }, + { + "train_step": 3050, + "sup_loss": 0.7704554540416283 + }, + { + "train_step": 3051, + "sup_loss": 0.6743980602642793 + }, + { + "train_step": 3052, + "sup_loss": 0.3812170527293469 + }, + { + "train_step": 3053, + "sup_loss": 0.7116784642419627 + }, + { + "train_step": 3054, + "sup_loss": 0.5968597097867323 + }, + { + "train_step": 3055, + "sup_loss": 0.642469346959921 + }, + { + "train_step": 3056, + "sup_loss": 0.40526336489455583 + }, + { + "train_step": 3057, + "sup_loss": 0.49531458406102613 + }, + { + "train_step": 3058, + "sup_loss": 0.5477644363963313 + }, + { + "train_step": 3059, + "sup_loss": 0.5881873789490886 + }, + { + "train_step": 3060, + "sup_loss": 0.47353960748179086 + }, + { + "train_step": 3061, + "sup_loss": 0.5629652476686408 + }, + { + "train_step": 3062, + "sup_loss": 0.8126211122595494 + }, + { + "train_step": 3063, + "sup_loss": 0.6628932317681208 + }, + { + "train_step": 3064, + "sup_loss": 0.626022654007941 + }, + { + "train_step": 3065, + "sup_loss": 0.489843681279977 + }, + { + "train_step": 3066, + "sup_loss": 0.5738531843934414 + }, + { + "train_step": 3067, + "sup_loss": 0.692735056767601 + }, + { + "train_step": 3068, + "sup_loss": 0.3052742759187433 + }, + { + "train_step": 3069, + "sup_loss": 0.7634165653826873 + }, + { + "train_step": 3070, + "sup_loss": 0.4932094517349407 + }, + { + "train_step": 3071, + "sup_loss": 0.5379660143784799 + }, + { + "train_step": 3072, + "sup_loss": 0.6864582800795531 + }, + { + "train_step": 3073, + "sup_loss": 0.5788218987433982 + }, + { + "train_step": 3074, + "sup_loss": 0.6166225190154879 + }, + { + "train_step": 3075, + "sup_loss": 0.5477297116026479 + }, + { + "train_step": 3076, + "sup_loss": 0.6155025374190407 + }, + { + "train_step": 3077, + "sup_loss": 0.45213994158596615 + }, + { + "train_step": 3078, + "sup_loss": 0.561097473236433 + }, + { + "train_step": 3079, + "sup_loss": 0.8964781374433519 + }, + { + "train_step": 3080, + "sup_loss": 0.5547852161637319 + }, + { + "train_step": 3081, + "sup_loss": 0.5608889977742081 + }, + { + "train_step": 3082, + "sup_loss": 0.5172733190130786 + }, + { + "train_step": 3083, + "sup_loss": 0.533562522864813 + }, + { + "train_step": 3084, + "sup_loss": 0.6256556371308852 + }, + { + "train_step": 3085, + "sup_loss": 0.48282560063885765 + }, + { + "train_step": 3086, + "sup_loss": 0.644869761654769 + }, + { + "train_step": 3087, + "sup_loss": 0.5227385391260073 + }, + { + "train_step": 3088, + "sup_loss": 0.8312590761057602 + }, + { + "train_step": 3089, + "sup_loss": 0.47397751247424413 + }, + { + "train_step": 3090, + "sup_loss": 0.573262928123299 + }, + { + "train_step": 3091, + "sup_loss": 0.5874562775629306 + }, + { + "train_step": 3092, + "sup_loss": 0.8017943398750623 + }, + { + "train_step": 3093, + "sup_loss": 0.6471368230069146 + }, + { + "train_step": 3094, + "sup_loss": 0.5510394220769038 + }, + { + "train_step": 3095, + "sup_loss": 0.4283758007734669 + }, + { + "train_step": 3096, + "sup_loss": 0.6997918624043243 + }, + { + "train_step": 3097, + "sup_loss": 0.5192561007766457 + }, + { + "train_step": 3098, + "sup_loss": 0.5760693899441259 + }, + { + "train_step": 3099, + "sup_loss": 0.6958179377794866 + }, + { + "train_step": 3100, + "sup_loss": 0.6777412511705535 + }, + { + "train_step": 3101, + "sup_loss": 0.6284941232763921 + }, + { + "train_step": 3102, + "sup_loss": 0.6365460766970453 + }, + { + "train_step": 3103, + "sup_loss": 0.29547314945742403 + }, + { + "train_step": 3104, + "sup_loss": 0.5032668046155894 + }, + { + "train_step": 3105, + "sup_loss": 0.5007243775561233 + }, + { + "train_step": 3106, + "sup_loss": 0.4921864980886064 + }, + { + "train_step": 3107, + "sup_loss": 0.5425469836280042 + }, + { + "train_step": 3108, + "sup_loss": 0.8210533929661795 + }, + { + "train_step": 3109, + "sup_loss": 0.7103966798247772 + }, + { + "train_step": 3110, + "sup_loss": 0.8002575920557138 + }, + { + "train_step": 3111, + "sup_loss": 0.6276309863664888 + }, + { + "train_step": 3112, + "sup_loss": 0.4346419776219274 + }, + { + "train_step": 3113, + "sup_loss": 0.6268657200575464 + }, + { + "train_step": 3114, + "sup_loss": 0.5637823687266759 + }, + { + "train_step": 3115, + "sup_loss": 0.5117820166286877 + }, + { + "train_step": 3116, + "sup_loss": 0.520311972642056 + }, + { + "train_step": 3117, + "sup_loss": 0.6788168260391994 + }, + { + "train_step": 3118, + "sup_loss": 0.5793350380950515 + }, + { + "train_step": 3119, + "sup_loss": 0.6543423354998074 + }, + { + "train_step": 3120, + "sup_loss": 0.6595271267654164 + }, + { + "train_step": 3121, + "sup_loss": 0.709166115680464 + }, + { + "train_step": 3122, + "sup_loss": 0.4864314530530964 + }, + { + "train_step": 3123, + "sup_loss": 0.41660670061920363 + }, + { + "train_step": 3124, + "sup_loss": 0.5784037415716945 + }, + { + "train_step": 3125, + "sup_loss": 0.575584802478043 + }, + { + "train_step": 3126, + "sup_loss": 0.5860785014828205 + }, + { + "train_step": 3127, + "sup_loss": 0.5010292609638536 + }, + { + "train_step": 3128, + "sup_loss": 0.6699753311170628 + }, + { + "train_step": 3129, + "sup_loss": 0.5374584567745901 + }, + { + "train_step": 3130, + "sup_loss": 0.5983129954410282 + }, + { + "train_step": 3131, + "sup_loss": 0.7263885425931138 + }, + { + "train_step": 3132, + "sup_loss": 0.5738429493728927 + }, + { + "train_step": 3133, + "sup_loss": 0.7093098872619745 + }, + { + "train_step": 3134, + "sup_loss": 0.5684566117533953 + }, + { + "train_step": 3135, + "sup_loss": 0.5644758919837672 + }, + { + "train_step": 3136, + "sup_loss": 0.6813099031109411 + }, + { + "train_step": 3137, + "sup_loss": 0.8212591942836432 + }, + { + "train_step": 3138, + "sup_loss": 0.6322244052586925 + }, + { + "train_step": 3139, + "sup_loss": 0.6133523214518716 + }, + { + "train_step": 3140, + "sup_loss": 0.6379591255257016 + }, + { + "train_step": 3141, + "sup_loss": 0.6186469843354502 + }, + { + "train_step": 3142, + "sup_loss": 0.6894985941719058 + }, + { + "train_step": 3143, + "sup_loss": 0.6210580344879906 + }, + { + "train_step": 3144, + "sup_loss": 0.5526836573252962 + }, + { + "train_step": 3145, + "sup_loss": 0.6394513081353863 + }, + { + "train_step": 3146, + "sup_loss": 0.6765779032780664 + }, + { + "train_step": 3147, + "sup_loss": 0.7789103726370469 + }, + { + "train_step": 3148, + "sup_loss": 0.636170230700052 + }, + { + "train_step": 3149, + "sup_loss": 0.5450380333291821 + }, + { + "train_step": 3150, + "sup_loss": 0.7072725171437455 + }, + { + "train_step": 3151, + "sup_loss": 0.6184731705212877 + }, + { + "train_step": 3152, + "sup_loss": 0.6200606309289198 + }, + { + "train_step": 3153, + "sup_loss": 0.867903339443572 + }, + { + "train_step": 3154, + "sup_loss": 0.7785087971476325 + }, + { + "train_step": 3155, + "sup_loss": 0.7000295331361178 + }, + { + "train_step": 3156, + "sup_loss": 0.6911932982671986 + }, + { + "train_step": 3157, + "sup_loss": 0.7192492568094877 + }, + { + "train_step": 3158, + "sup_loss": 0.4816062631880613 + }, + { + "train_step": 3159, + "sup_loss": 0.4463428758993147 + }, + { + "train_step": 3160, + "sup_loss": 0.4879657172303068 + }, + { + "train_step": 3161, + "sup_loss": 0.6828938251096537 + }, + { + "train_step": 3162, + "sup_loss": 0.4314086587380551 + }, + { + "train_step": 3163, + "sup_loss": 0.42676686149961984 + }, + { + "train_step": 3164, + "sup_loss": 0.4696056757186698 + }, + { + "train_step": 3165, + "sup_loss": 0.3790111284686785 + }, + { + "train_step": 3166, + "sup_loss": 0.7730602584055404 + }, + { + "train_step": 3167, + "sup_loss": 0.4834510454995639 + }, + { + "train_step": 3168, + "sup_loss": 0.8168250279684577 + }, + { + "train_step": 3169, + "sup_loss": 0.6366204267019477 + }, + { + "train_step": 3170, + "sup_loss": 0.7210891453708439 + }, + { + "train_step": 3171, + "sup_loss": 0.6477232637901429 + }, + { + "train_step": 3172, + "sup_loss": 0.762579185827245 + }, + { + "train_step": 3173, + "sup_loss": 0.6204590132011447 + }, + { + "train_step": 3174, + "sup_loss": 0.5573903046677966 + }, + { + "train_step": 3175, + "sup_loss": 0.504283020360063 + }, + { + "train_step": 3176, + "sup_loss": 0.5997152810077301 + }, + { + "train_step": 3177, + "sup_loss": 0.5916533259744942 + }, + { + "train_step": 3178, + "sup_loss": 0.6848624493905171 + }, + { + "train_step": 3179, + "sup_loss": 0.564727213177901 + }, + { + "train_step": 3180, + "sup_loss": 0.5812064055099649 + }, + { + "train_step": 3181, + "sup_loss": 0.45557897540761677 + }, + { + "train_step": 3182, + "sup_loss": 0.6411751597107964 + }, + { + "train_step": 3183, + "sup_loss": 0.5371913439457834 + }, + { + "train_step": 3184, + "sup_loss": 0.6462472340906602 + }, + { + "train_step": 3185, + "sup_loss": 0.6562436719866694 + }, + { + "train_step": 3186, + "sup_loss": 0.6775848815825873 + }, + { + "train_step": 3187, + "sup_loss": 0.6953477611904162 + }, + { + "train_step": 3188, + "sup_loss": 0.8245417518652511 + }, + { + "train_step": 3189, + "sup_loss": 0.576012879779056 + }, + { + "train_step": 3190, + "sup_loss": 0.6979457494834336 + }, + { + "train_step": 3191, + "sup_loss": 0.618605495965871 + }, + { + "train_step": 3192, + "sup_loss": 0.7612783627531816 + }, + { + "train_step": 3193, + "sup_loss": 0.6920323972716027 + }, + { + "train_step": 3194, + "sup_loss": 0.577152842983642 + }, + { + "train_step": 3195, + "sup_loss": 0.7918153861782666 + }, + { + "train_step": 3196, + "sup_loss": 0.4359563433992467 + }, + { + "train_step": 3197, + "sup_loss": 0.6269016549632839 + }, + { + "train_step": 3198, + "sup_loss": 0.5335734731793067 + }, + { + "train_step": 3199, + "sup_loss": 0.774368137655997 + }, + { + "train_step": 3200, + "sup_loss": 0.6948362837808156 + }, + { + "train_step": 3201, + "sup_loss": 0.6748752371255049 + }, + { + "train_step": 3202, + "sup_loss": 0.7279659969873665 + }, + { + "train_step": 3203, + "sup_loss": 0.5217600282934588 + }, + { + "train_step": 3204, + "sup_loss": 0.5465056270651644 + }, + { + "train_step": 3205, + "sup_loss": 0.509745846833859 + }, + { + "train_step": 3206, + "sup_loss": 0.7497292566840705 + }, + { + "train_step": 3207, + "sup_loss": 0.6336061575631818 + }, + { + "train_step": 3208, + "sup_loss": 0.6669453247938568 + }, + { + "train_step": 3209, + "sup_loss": 0.5811841764595836 + }, + { + "train_step": 3210, + "sup_loss": 0.6352172223383111 + }, + { + "train_step": 3211, + "sup_loss": 0.7331086804572824 + }, + { + "train_step": 3212, + "sup_loss": 0.7424552978726134 + }, + { + "train_step": 3213, + "sup_loss": 0.4499511254387031 + }, + { + "train_step": 3214, + "sup_loss": 0.44836421620399713 + }, + { + "train_step": 3215, + "sup_loss": 0.46554350532815947 + }, + { + "train_step": 3216, + "sup_loss": 0.4249639409209188 + }, + { + "train_step": 3217, + "sup_loss": 0.6119564973148733 + }, + { + "train_step": 3218, + "sup_loss": 0.5897971067861804 + }, + { + "train_step": 3219, + "sup_loss": 0.7651430421326962 + }, + { + "train_step": 3220, + "sup_loss": 0.45845165673656885 + }, + { + "train_step": 3221, + "sup_loss": 0.49582099260303625 + }, + { + "train_step": 3222, + "sup_loss": 0.38343409847898846 + }, + { + "train_step": 3223, + "sup_loss": 0.6772602423456947 + }, + { + "train_step": 3224, + "sup_loss": 0.7030836502470031 + }, + { + "train_step": 3225, + "sup_loss": 0.5367319071524078 + }, + { + "train_step": 3226, + "sup_loss": 0.635191501937994 + }, + { + "train_step": 3227, + "sup_loss": 0.5871054083120532 + }, + { + "train_step": 3228, + "sup_loss": 0.4959021313893627 + }, + { + "train_step": 3229, + "sup_loss": 0.7309515181820555 + }, + { + "train_step": 3230, + "sup_loss": 0.6402309989871777 + }, + { + "train_step": 3231, + "sup_loss": 0.5628795841781947 + }, + { + "train_step": 3232, + "sup_loss": 0.7373193942474883 + }, + { + "train_step": 3233, + "sup_loss": 0.7449568661789439 + }, + { + "train_step": 3234, + "sup_loss": 0.4658171022567191 + }, + { + "train_step": 3235, + "sup_loss": 0.6017105819088165 + }, + { + "train_step": 3236, + "sup_loss": 0.3476560856948647 + }, + { + "train_step": 3237, + "sup_loss": 0.7005888140373151 + }, + { + "train_step": 3238, + "sup_loss": 0.7016194662318036 + }, + { + "train_step": 3239, + "sup_loss": 0.6403637878378244 + }, + { + "train_step": 3240, + "sup_loss": 0.32786286138374654 + }, + { + "train_step": 3241, + "sup_loss": 0.3854474714685803 + }, + { + "train_step": 3242, + "sup_loss": 0.5165408169049246 + }, + { + "train_step": 3243, + "sup_loss": 0.6078928278131964 + }, + { + "train_step": 3244, + "sup_loss": 0.5182644363178627 + }, + { + "train_step": 3245, + "sup_loss": 0.7055445461974765 + }, + { + "train_step": 3246, + "sup_loss": 0.6315810935651878 + }, + { + "train_step": 3247, + "sup_loss": 0.3930220292261324 + }, + { + "train_step": 3248, + "sup_loss": 0.6030358135254172 + }, + { + "train_step": 3249, + "sup_loss": 0.5407839668247525 + }, + { + "train_step": 3250, + "sup_loss": 0.5419014233626582 + }, + { + "train_step": 3251, + "sup_loss": 0.5371883878347211 + }, + { + "train_step": 3252, + "sup_loss": 0.749662768144562 + }, + { + "train_step": 3253, + "sup_loss": 0.47732063593279755 + }, + { + "train_step": 3254, + "sup_loss": 0.5062056682651209 + }, + { + "train_step": 3255, + "sup_loss": 0.7070715074951 + }, + { + "train_step": 3256, + "sup_loss": 0.6833353167542919 + }, + { + "train_step": 3257, + "sup_loss": 1.0069465926695083 + }, + { + "train_step": 3258, + "sup_loss": 0.6463472475022732 + }, + { + "train_step": 3259, + "sup_loss": 0.6915612436346552 + }, + { + "train_step": 3260, + "sup_loss": 0.8516407395881371 + }, + { + "train_step": 3261, + "sup_loss": 0.5282834066281087 + }, + { + "train_step": 3262, + "sup_loss": 0.5775614271445175 + }, + { + "train_step": 3263, + "sup_loss": 0.8490829711433856 + }, + { + "train_step": 3264, + "sup_loss": 0.8129126943911222 + }, + { + "train_step": 3265, + "sup_loss": 0.5342042084090983 + }, + { + "train_step": 3266, + "sup_loss": 0.5679968207646674 + }, + { + "train_step": 3267, + "sup_loss": 0.6007981225944254 + }, + { + "train_step": 3268, + "sup_loss": 0.7576844956366366 + }, + { + "train_step": 3269, + "sup_loss": 0.776854511684483 + }, + { + "train_step": 3270, + "sup_loss": 0.4565622402379726 + }, + { + "train_step": 3271, + "sup_loss": 0.5148120675377275 + }, + { + "train_step": 3272, + "sup_loss": 0.5063731848593944 + }, + { + "train_step": 3273, + "sup_loss": 0.7278782066118528 + }, + { + "train_step": 3274, + "sup_loss": 0.7579116392322606 + }, + { + "train_step": 3275, + "sup_loss": 0.7584788251775164 + }, + { + "train_step": 3276, + "sup_loss": 0.6355886342464983 + }, + { + "train_step": 3277, + "sup_loss": 0.5604099982492912 + }, + { + "train_step": 3278, + "sup_loss": 0.4884310663941355 + }, + { + "train_step": 3279, + "sup_loss": 0.6351551222970985 + }, + { + "train_step": 3280, + "sup_loss": 0.6308423499592636 + }, + { + "train_step": 3281, + "sup_loss": 0.3784119309365346 + }, + { + "train_step": 3282, + "sup_loss": 0.6537144613577057 + }, + { + "train_step": 3283, + "sup_loss": 0.5865997132350849 + }, + { + "train_step": 3284, + "sup_loss": 0.6717921991021513 + }, + { + "train_step": 3285, + "sup_loss": 0.592736562789755 + }, + { + "train_step": 3286, + "sup_loss": 0.6349833660407636 + }, + { + "train_step": 3287, + "sup_loss": 0.6455933681558342 + }, + { + "train_step": 3288, + "sup_loss": 0.541190800036149 + }, + { + "train_step": 3289, + "sup_loss": 0.45728608952617733 + }, + { + "train_step": 3290, + "sup_loss": 0.5393523215511403 + }, + { + "train_step": 3291, + "sup_loss": 0.5615811152855033 + }, + { + "train_step": 3292, + "sup_loss": 0.6132764274187371 + }, + { + "train_step": 3293, + "sup_loss": 0.4913486303873209 + }, + { + "train_step": 3294, + "sup_loss": 0.449378745794474 + }, + { + "train_step": 3295, + "sup_loss": 0.745554084983018 + }, + { + "train_step": 3296, + "sup_loss": 0.7186593190928602 + }, + { + "train_step": 3297, + "sup_loss": 0.48774479414493216 + }, + { + "train_step": 3298, + "sup_loss": 0.5699791924418554 + }, + { + "train_step": 3299, + "sup_loss": 0.6202500296785025 + }, + { + "train_step": 3300, + "sup_loss": 0.49212829760101046 + }, + { + "train_step": 3301, + "sup_loss": 0.5634935780030936 + }, + { + "train_step": 3302, + "sup_loss": 0.49470166821527956 + }, + { + "train_step": 3303, + "sup_loss": 0.7840085724600236 + }, + { + "train_step": 3304, + "sup_loss": 0.6738038934973907 + }, + { + "train_step": 3305, + "sup_loss": 0.6013315040970542 + }, + { + "train_step": 3306, + "sup_loss": 0.6489368137112499 + }, + { + "train_step": 3307, + "sup_loss": 0.5372414420822882 + }, + { + "train_step": 3308, + "sup_loss": 0.5177968027872084 + }, + { + "train_step": 3309, + "sup_loss": 0.6617498878312114 + }, + { + "train_step": 3310, + "sup_loss": 0.664511425471261 + }, + { + "train_step": 3311, + "sup_loss": 0.4585871174025502 + }, + { + "train_step": 3312, + "sup_loss": 0.7628904652940338 + }, + { + "train_step": 3313, + "sup_loss": 0.6225433688394816 + }, + { + "train_step": 3314, + "sup_loss": 0.4996420826191227 + }, + { + "train_step": 3315, + "sup_loss": 0.31684674974075205 + }, + { + "train_step": 3316, + "sup_loss": 0.6258448689766125 + }, + { + "train_step": 3317, + "sup_loss": 0.6150218230850525 + }, + { + "train_step": 3318, + "sup_loss": 0.8048699496304572 + }, + { + "train_step": 3319, + "sup_loss": 0.6155070367205574 + }, + { + "train_step": 3320, + "sup_loss": 0.564997304503405 + }, + { + "train_step": 3321, + "sup_loss": 0.6158673038344867 + }, + { + "train_step": 3322, + "sup_loss": 0.5664666235796576 + }, + { + "train_step": 3323, + "sup_loss": 0.7024258013974894 + }, + { + "train_step": 3324, + "sup_loss": 0.8345110231640271 + }, + { + "train_step": 3325, + "sup_loss": 0.8327188262535086 + }, + { + "train_step": 3326, + "sup_loss": 0.7035385348353963 + }, + { + "train_step": 3327, + "sup_loss": 0.4867284032231736 + }, + { + "train_step": 3328, + "sup_loss": 0.5840454105114584 + }, + { + "train_step": 3329, + "sup_loss": 0.44770911305589606 + }, + { + "train_step": 3330, + "sup_loss": 0.5660466805678092 + }, + { + "train_step": 3331, + "sup_loss": 0.7813064272091881 + }, + { + "train_step": 3332, + "sup_loss": 0.5434451966648863 + }, + { + "train_step": 3333, + "sup_loss": 0.5932352631349904 + }, + { + "train_step": 3334, + "sup_loss": 0.6093126611346416 + }, + { + "train_step": 3335, + "sup_loss": 0.5700889796192631 + }, + { + "train_step": 3336, + "sup_loss": 0.4484834770197939 + }, + { + "train_step": 3337, + "sup_loss": 0.7323386810871201 + }, + { + "train_step": 3338, + "sup_loss": 0.5564203149574681 + }, + { + "train_step": 3339, + "sup_loss": 0.5664151071745865 + }, + { + "train_step": 3340, + "sup_loss": 0.5931047619857117 + }, + { + "train_step": 3341, + "sup_loss": 0.6816239495281377 + }, + { + "train_step": 3342, + "sup_loss": 0.44010205935524094 + }, + { + "train_step": 3343, + "sup_loss": 0.3457450011890105 + }, + { + "train_step": 3344, + "sup_loss": 0.6171838121770892 + }, + { + "train_step": 3345, + "sup_loss": 0.6744526912030563 + }, + { + "train_step": 3346, + "sup_loss": 0.5460658791912151 + }, + { + "train_step": 3347, + "sup_loss": 0.8038849901379881 + }, + { + "train_step": 3348, + "sup_loss": 0.6534803450005473 + }, + { + "train_step": 3349, + "sup_loss": 0.4855130677429278 + }, + { + "train_step": 3350, + "sup_loss": 0.6132582339042933 + }, + { + "train_step": 3351, + "sup_loss": 0.6866351317171966 + }, + { + "train_step": 3352, + "sup_loss": 0.5525798509409307 + }, + { + "train_step": 3353, + "sup_loss": 0.6354047902914586 + }, + { + "train_step": 3354, + "sup_loss": 0.5697524697559117 + }, + { + "train_step": 3355, + "sup_loss": 0.6387852268515605 + }, + { + "train_step": 3356, + "sup_loss": 0.6100418927363624 + }, + { + "train_step": 3357, + "sup_loss": 0.6292648371591817 + }, + { + "train_step": 3358, + "sup_loss": 0.67281963625399 + }, + { + "train_step": 3359, + "sup_loss": 0.6027618005021984 + }, + { + "train_step": 3360, + "sup_loss": 0.6599864839301695 + }, + { + "train_step": 3361, + "sup_loss": 0.4405377992748965 + }, + { + "train_step": 3362, + "sup_loss": 0.43600194190251446 + }, + { + "train_step": 3363, + "sup_loss": 0.7629396472485733 + }, + { + "train_step": 3364, + "sup_loss": 0.5921161666534036 + }, + { + "train_step": 3365, + "sup_loss": 0.5117786810037048 + }, + { + "train_step": 3366, + "sup_loss": 0.758353442207825 + }, + { + "train_step": 3367, + "sup_loss": 0.5035563852806962 + }, + { + "train_step": 3368, + "sup_loss": 0.6937913035066633 + }, + { + "train_step": 3369, + "sup_loss": 0.5460390216844675 + }, + { + "train_step": 3370, + "sup_loss": 0.5977425458551913 + }, + { + "train_step": 3371, + "sup_loss": 0.523702747253543 + }, + { + "train_step": 3372, + "sup_loss": 0.6266842102576787 + }, + { + "train_step": 3373, + "sup_loss": 0.701536341631448 + }, + { + "train_step": 3374, + "sup_loss": 0.5777394451114869 + }, + { + "train_step": 3375, + "sup_loss": 0.6793687177076648 + }, + { + "train_step": 3376, + "sup_loss": 0.40525491347131803 + }, + { + "train_step": 3377, + "sup_loss": 0.761298903695592 + }, + { + "train_step": 3378, + "sup_loss": 0.7084747786001983 + }, + { + "train_step": 3379, + "sup_loss": 0.6128590922302312 + }, + { + "train_step": 3380, + "sup_loss": 0.6388786463989305 + }, + { + "train_step": 3381, + "sup_loss": 0.8348926416048238 + }, + { + "train_step": 3382, + "sup_loss": 0.6545391396865268 + }, + { + "train_step": 3383, + "sup_loss": 0.6305288331993688 + }, + { + "train_step": 3384, + "sup_loss": 0.5636803335549334 + }, + { + "train_step": 3385, + "sup_loss": 0.6668719601149466 + }, + { + "train_step": 3386, + "sup_loss": 0.637964165922107 + }, + { + "train_step": 3387, + "sup_loss": 0.6855133909629535 + }, + { + "train_step": 3388, + "sup_loss": 0.3667218913611307 + }, + { + "train_step": 3389, + "sup_loss": 0.4632098366104181 + }, + { + "train_step": 3390, + "sup_loss": 0.7463815340616943 + }, + { + "train_step": 3391, + "sup_loss": 0.6207930460255136 + }, + { + "train_step": 3392, + "sup_loss": 0.4920468769517478 + }, + { + "train_step": 3393, + "sup_loss": 0.6748562115705719 + }, + { + "train_step": 3394, + "sup_loss": 0.6360490242911698 + }, + { + "train_step": 3395, + "sup_loss": 0.5267796079314734 + }, + { + "train_step": 3396, + "sup_loss": 0.5044426789492004 + }, + { + "train_step": 3397, + "sup_loss": 0.5789276732800862 + }, + { + "train_step": 3398, + "sup_loss": 0.4794105542630134 + }, + { + "train_step": 3399, + "sup_loss": 0.5889076104877529 + }, + { + "train_step": 3400, + "sup_loss": 0.6883486733512605 + }, + { + "train_step": 3401, + "sup_loss": 0.7589517206655874 + }, + { + "train_step": 3402, + "sup_loss": 0.6137291265365062 + }, + { + "train_step": 3403, + "sup_loss": 0.6175063547149401 + }, + { + "train_step": 3404, + "sup_loss": 0.7471059558671541 + }, + { + "train_step": 3405, + "sup_loss": 0.6092085708936847 + }, + { + "train_step": 3406, + "sup_loss": 0.6888752719110379 + }, + { + "train_step": 3407, + "sup_loss": 0.6417482604433158 + }, + { + "train_step": 3408, + "sup_loss": 0.7852439594803959 + }, + { + "train_step": 3409, + "sup_loss": 0.5290642010464542 + }, + { + "train_step": 3410, + "sup_loss": 0.6134634135301239 + }, + { + "train_step": 3411, + "sup_loss": 0.532236226537222 + }, + { + "train_step": 3412, + "sup_loss": 0.5607659048073949 + }, + { + "train_step": 3413, + "sup_loss": 0.4456810555906694 + }, + { + "train_step": 3414, + "sup_loss": 0.5181152065399204 + }, + { + "train_step": 3415, + "sup_loss": 0.4819675565832953 + }, + { + "train_step": 3416, + "sup_loss": 0.40700838720466315 + }, + { + "train_step": 3417, + "sup_loss": 0.661726804635353 + }, + { + "train_step": 3418, + "sup_loss": 0.7248799072251904 + }, + { + "train_step": 3419, + "sup_loss": 0.4832594701432672 + }, + { + "train_step": 3420, + "sup_loss": 0.5213463530664216 + }, + { + "train_step": 3421, + "sup_loss": 0.35205741091408266 + }, + { + "train_step": 3422, + "sup_loss": 0.655852896783356 + }, + { + "train_step": 3423, + "sup_loss": 0.606504732900251 + }, + { + "train_step": 3424, + "sup_loss": 0.8703665276781329 + }, + { + "train_step": 3425, + "sup_loss": 0.5386565900227178 + }, + { + "train_step": 3426, + "sup_loss": 0.534814009034631 + }, + { + "train_step": 3427, + "sup_loss": 0.2760902032088622 + }, + { + "train_step": 3428, + "sup_loss": 0.639283401074837 + }, + { + "train_step": 3429, + "sup_loss": 0.5855304222143957 + }, + { + "train_step": 3430, + "sup_loss": 0.49834548453543 + }, + { + "train_step": 3431, + "sup_loss": 0.6173672956028732 + }, + { + "train_step": 3432, + "sup_loss": 0.5433761163775054 + }, + { + "train_step": 3433, + "sup_loss": 0.5158632252626689 + }, + { + "train_step": 3434, + "sup_loss": 0.6165835263214118 + }, + { + "train_step": 3435, + "sup_loss": 0.6708558861075606 + }, + { + "train_step": 3436, + "sup_loss": 0.7997970228952356 + }, + { + "train_step": 3437, + "sup_loss": 0.6958334448643297 + }, + { + "train_step": 3438, + "sup_loss": 0.578250569656287 + }, + { + "train_step": 3439, + "sup_loss": 0.6534209144443507 + }, + { + "train_step": 3440, + "sup_loss": 0.6514286745587178 + }, + { + "train_step": 3441, + "sup_loss": 0.40944980222876853 + }, + { + "train_step": 3442, + "sup_loss": 0.7490955584211401 + }, + { + "train_step": 3443, + "sup_loss": 0.7805764263232832 + }, + { + "train_step": 3444, + "sup_loss": 0.592119743151958 + }, + { + "train_step": 3445, + "sup_loss": 0.5949532521497741 + }, + { + "train_step": 3446, + "sup_loss": 0.4007729285687743 + }, + { + "train_step": 3447, + "sup_loss": 0.6737736494346558 + }, + { + "train_step": 3448, + "sup_loss": 0.5682891265949275 + }, + { + "train_step": 3449, + "sup_loss": 0.8095568385526077 + }, + { + "train_step": 3450, + "sup_loss": 0.6232321240095288 + }, + { + "train_step": 3451, + "sup_loss": 0.27578876866976926 + }, + { + "train_step": 3452, + "sup_loss": 0.4408610692136732 + }, + { + "train_step": 3453, + "sup_loss": 0.5671400048808806 + }, + { + "train_step": 3454, + "sup_loss": 0.39322959639461014 + }, + { + "train_step": 3455, + "sup_loss": 0.568027971306468 + }, + { + "train_step": 3456, + "sup_loss": 0.5655220553768007 + }, + { + "train_step": 3457, + "sup_loss": 0.4923211811061311 + }, + { + "train_step": 3458, + "sup_loss": 0.534375518448501 + }, + { + "train_step": 3459, + "sup_loss": 0.7514788060924731 + }, + { + "train_step": 3460, + "sup_loss": 0.5132673015850944 + }, + { + "train_step": 3461, + "sup_loss": 0.5166567083751359 + }, + { + "train_step": 3462, + "sup_loss": 0.5644079288642285 + }, + { + "train_step": 3463, + "sup_loss": 0.45096130045663757 + }, + { + "train_step": 3464, + "sup_loss": 0.5240596180954202 + }, + { + "train_step": 3465, + "sup_loss": 0.6181844910522347 + }, + { + "train_step": 3466, + "sup_loss": 0.5192067933899035 + }, + { + "train_step": 3467, + "sup_loss": 0.49785469259285814 + }, + { + "train_step": 3468, + "sup_loss": 0.8280501271377195 + }, + { + "train_step": 3469, + "sup_loss": 0.7647148828963598 + }, + { + "train_step": 3470, + "sup_loss": 0.6284990670262596 + }, + { + "train_step": 3471, + "sup_loss": 0.44742205358213616 + }, + { + "train_step": 3472, + "sup_loss": 0.5438384834905916 + }, + { + "train_step": 3473, + "sup_loss": 0.6911767465303124 + }, + { + "train_step": 3474, + "sup_loss": 0.5015415692837426 + }, + { + "train_step": 3475, + "sup_loss": 0.6475063945494305 + }, + { + "train_step": 3476, + "sup_loss": 0.7609699922897541 + }, + { + "train_step": 3477, + "sup_loss": 0.4627808573023963 + }, + { + "train_step": 3478, + "sup_loss": 0.6507231295436735 + }, + { + "train_step": 3479, + "sup_loss": 0.5908602403234413 + }, + { + "train_step": 3480, + "sup_loss": 0.6458782583975897 + }, + { + "train_step": 3481, + "sup_loss": 0.47621484066975 + }, + { + "train_step": 3482, + "sup_loss": 0.5063099960304732 + }, + { + "train_step": 3483, + "sup_loss": 0.6082319389165796 + }, + { + "train_step": 3484, + "sup_loss": 0.4349598143936599 + }, + { + "train_step": 3485, + "sup_loss": 0.5420559999695087 + }, + { + "train_step": 3486, + "sup_loss": 0.8210192099360067 + }, + { + "train_step": 3487, + "sup_loss": 0.6783131427846384 + }, + { + "train_step": 3488, + "sup_loss": 0.6102362308699005 + }, + { + "train_step": 3489, + "sup_loss": 0.5914659027069024 + }, + { + "train_step": 3490, + "sup_loss": 0.6256912992433452 + }, + { + "train_step": 3491, + "sup_loss": 0.5099810991732903 + }, + { + "train_step": 3492, + "sup_loss": 0.8595592103941537 + }, + { + "train_step": 3493, + "sup_loss": 0.2961098130110537 + }, + { + "train_step": 3494, + "sup_loss": 0.7944942180309335 + }, + { + "train_step": 3495, + "sup_loss": 0.3326158995708939 + }, + { + "train_step": 3496, + "sup_loss": 0.7056592689274508 + }, + { + "train_step": 3497, + "sup_loss": 0.7137312918475547 + }, + { + "train_step": 3498, + "sup_loss": 0.5820189676242601 + }, + { + "train_step": 3499, + "sup_loss": 0.7436382027858706 + }, + { + "train_step": 3500, + "sup_loss": 0.5457223757166383 + }, + { + "train_step": 3501, + "sup_loss": 0.6146957742480975 + }, + { + "train_step": 3502, + "sup_loss": 0.4427769773582299 + }, + { + "train_step": 3503, + "sup_loss": 0.4776723689060486 + }, + { + "train_step": 3504, + "sup_loss": 0.4730240867995796 + }, + { + "train_step": 3505, + "sup_loss": 0.6992513199267157 + }, + { + "train_step": 3506, + "sup_loss": 0.6017645961938174 + }, + { + "train_step": 3507, + "sup_loss": 0.5464690730786766 + }, + { + "train_step": 3508, + "sup_loss": 0.443859719764897 + }, + { + "train_step": 3509, + "sup_loss": 0.6731332634608536 + }, + { + "train_step": 3510, + "sup_loss": 0.776095174807807 + }, + { + "train_step": 3511, + "sup_loss": 0.5781969298761769 + }, + { + "train_step": 3512, + "sup_loss": 0.5296507033457737 + }, + { + "train_step": 3513, + "sup_loss": 0.6693610840517175 + }, + { + "train_step": 3514, + "sup_loss": 0.6938589555574783 + }, + { + "train_step": 3515, + "sup_loss": 0.47842611858341705 + }, + { + "train_step": 3516, + "sup_loss": 0.7427860290228077 + }, + { + "train_step": 3517, + "sup_loss": 0.7505451598615307 + }, + { + "train_step": 3518, + "sup_loss": 0.7169953875806416 + }, + { + "train_step": 3519, + "sup_loss": 0.7458963885927684 + }, + { + "train_step": 3520, + "sup_loss": 0.6674529796873365 + }, + { + "train_step": 3521, + "sup_loss": 0.3807245005838214 + }, + { + "train_step": 3522, + "sup_loss": 0.44161617929485114 + }, + { + "train_step": 3523, + "sup_loss": 0.46783315757767996 + }, + { + "train_step": 3524, + "sup_loss": 0.5746780013637349 + }, + { + "train_step": 3525, + "sup_loss": 0.6355138410778397 + }, + { + "train_step": 3526, + "sup_loss": 0.6334289744930446 + }, + { + "train_step": 3527, + "sup_loss": 0.6230701897444293 + }, + { + "train_step": 3528, + "sup_loss": 0.49813382278532337 + }, + { + "train_step": 3529, + "sup_loss": 0.5186129336226434 + }, + { + "train_step": 3530, + "sup_loss": 0.7165384036083001 + }, + { + "train_step": 3531, + "sup_loss": 0.4703815002010291 + }, + { + "train_step": 3532, + "sup_loss": 0.6609715665999025 + }, + { + "train_step": 3533, + "sup_loss": 0.687408145766096 + }, + { + "train_step": 3534, + "sup_loss": 0.5541458034838169 + }, + { + "train_step": 3535, + "sup_loss": 0.40350395482432383 + }, + { + "train_step": 3536, + "sup_loss": 0.6013398420623548 + }, + { + "train_step": 3537, + "sup_loss": 0.6100229244252764 + }, + { + "train_step": 3538, + "sup_loss": 0.6932476999629373 + }, + { + "train_step": 3539, + "sup_loss": 0.6081800437747383 + }, + { + "train_step": 3540, + "sup_loss": 0.7258177097273483 + }, + { + "train_step": 3541, + "sup_loss": 0.622016401824972 + }, + { + "train_step": 3542, + "sup_loss": 0.5713495020855214 + }, + { + "train_step": 3543, + "sup_loss": 0.6337148371748397 + }, + { + "train_step": 3544, + "sup_loss": 0.5820740598162091 + }, + { + "train_step": 3545, + "sup_loss": 0.49497304599893555 + }, + { + "train_step": 3546, + "sup_loss": 0.6895355057445126 + }, + { + "train_step": 3547, + "sup_loss": 0.38420197571637427 + }, + { + "train_step": 3548, + "sup_loss": 0.7294685473311898 + }, + { + "train_step": 3549, + "sup_loss": 0.6580267225211289 + }, + { + "train_step": 3550, + "sup_loss": 0.6707090130910571 + }, + { + "train_step": 3551, + "sup_loss": 0.491807499324543 + }, + { + "train_step": 3552, + "sup_loss": 0.7202942210554554 + }, + { + "train_step": 3553, + "sup_loss": 0.6005011930957612 + }, + { + "train_step": 3554, + "sup_loss": 0.7513377618610413 + }, + { + "train_step": 3555, + "sup_loss": 0.5652347705387138 + }, + { + "train_step": 3556, + "sup_loss": 0.4037873637212312 + }, + { + "train_step": 3557, + "sup_loss": 0.6010211613929323 + }, + { + "train_step": 3558, + "sup_loss": 0.45512041552235566 + }, + { + "train_step": 3559, + "sup_loss": 0.44180216399647154 + }, + { + "train_step": 3560, + "sup_loss": 0.6996999002767536 + }, + { + "train_step": 3561, + "sup_loss": 0.6393735523483642 + }, + { + "train_step": 3562, + "sup_loss": 0.633816498320982 + }, + { + "train_step": 3563, + "sup_loss": 0.6601557657044124 + }, + { + "train_step": 3564, + "sup_loss": 0.6119061934279788 + }, + { + "train_step": 3565, + "sup_loss": 0.8366857386048646 + }, + { + "train_step": 3566, + "sup_loss": 0.616585940587484 + }, + { + "train_step": 3567, + "sup_loss": 0.6656196812393107 + }, + { + "train_step": 3568, + "sup_loss": 0.42568071959750803 + }, + { + "train_step": 3569, + "sup_loss": 0.7784521354714449 + }, + { + "train_step": 3570, + "sup_loss": 0.5971892306104903 + }, + { + "train_step": 3571, + "sup_loss": 0.703818216939804 + }, + { + "train_step": 3572, + "sup_loss": 0.7761950967152561 + }, + { + "train_step": 3573, + "sup_loss": 0.6636178209596236 + }, + { + "train_step": 3574, + "sup_loss": 0.31564898575315226 + }, + { + "train_step": 3575, + "sup_loss": 0.5958027362936645 + }, + { + "train_step": 3576, + "sup_loss": 0.4927470166747237 + }, + { + "train_step": 3577, + "sup_loss": 0.54161661527816 + }, + { + "train_step": 3578, + "sup_loss": 0.7083842077930879 + }, + { + "train_step": 3579, + "sup_loss": 0.4843561970803618 + }, + { + "train_step": 3580, + "sup_loss": 0.7499605027220768 + }, + { + "train_step": 3581, + "sup_loss": 0.6226812784759133 + }, + { + "train_step": 3582, + "sup_loss": 0.7427840843550054 + }, + { + "train_step": 3583, + "sup_loss": 0.6253127671254564 + }, + { + "train_step": 3584, + "sup_loss": 0.6871490934684956 + }, + { + "train_step": 3585, + "sup_loss": 0.5630211876943826 + }, + { + "train_step": 3586, + "sup_loss": 0.5877808659571915 + }, + { + "train_step": 3587, + "sup_loss": 0.4695719545135091 + }, + { + "train_step": 3588, + "sup_loss": 0.6321271307153375 + }, + { + "train_step": 3589, + "sup_loss": 0.4831870655681803 + }, + { + "train_step": 3590, + "sup_loss": 0.6169814444368695 + }, + { + "train_step": 3591, + "sup_loss": 0.4257843661088584 + }, + { + "train_step": 3592, + "sup_loss": 0.5872915415798863 + }, + { + "train_step": 3593, + "sup_loss": 0.6189922277186598 + }, + { + "train_step": 3594, + "sup_loss": 0.5636734391501725 + }, + { + "train_step": 3595, + "sup_loss": 0.5908694046432943 + }, + { + "train_step": 3596, + "sup_loss": 0.6955443085067654 + }, + { + "train_step": 3597, + "sup_loss": 0.5552585297799715 + }, + { + "train_step": 3598, + "sup_loss": 0.7171930947916365 + }, + { + "train_step": 3599, + "sup_loss": 0.6506874109312877 + }, + { + "train_step": 3600, + "sup_loss": 0.6439096084232176 + }, + { + "train_step": 3601, + "sup_loss": 0.7472227063041569 + }, + { + "train_step": 3602, + "sup_loss": 0.5429538480869661 + }, + { + "train_step": 3603, + "sup_loss": 0.5573120311969119 + }, + { + "train_step": 3604, + "sup_loss": 0.5465168453588672 + }, + { + "train_step": 3605, + "sup_loss": 0.5372071907591734 + }, + { + "train_step": 3606, + "sup_loss": 0.7221877455704798 + }, + { + "train_step": 3607, + "sup_loss": 0.6754783031114812 + }, + { + "train_step": 3608, + "sup_loss": 0.49834479953220184 + }, + { + "train_step": 3609, + "sup_loss": 0.5519007074748101 + }, + { + "train_step": 3610, + "sup_loss": 0.6677514069981584 + }, + { + "train_step": 3611, + "sup_loss": 0.4352757459684072 + }, + { + "train_step": 3612, + "sup_loss": 0.4154899906973379 + }, + { + "train_step": 3613, + "sup_loss": 0.6611655591789029 + }, + { + "train_step": 3614, + "sup_loss": 0.8063588795864614 + }, + { + "train_step": 3615, + "sup_loss": 0.4371630013644452 + }, + { + "train_step": 3616, + "sup_loss": 0.5147234952056176 + }, + { + "train_step": 3617, + "sup_loss": 0.7011497396287827 + }, + { + "train_step": 3618, + "sup_loss": 0.5262302285637088 + }, + { + "train_step": 3619, + "sup_loss": 0.6650786039617178 + }, + { + "train_step": 3620, + "sup_loss": 0.6013431026385846 + }, + { + "train_step": 3621, + "sup_loss": 0.4498736621079624 + }, + { + "train_step": 3622, + "sup_loss": 0.6936386714973216 + }, + { + "train_step": 3623, + "sup_loss": 0.5883534575249019 + }, + { + "train_step": 3624, + "sup_loss": 0.5477580991265188 + }, + { + "train_step": 3625, + "sup_loss": 0.3964615710360635 + }, + { + "train_step": 3626, + "sup_loss": 0.6403035798429569 + }, + { + "train_step": 3627, + "sup_loss": 0.5368652945923831 + }, + { + "train_step": 3628, + "sup_loss": 0.46770579203828727 + }, + { + "train_step": 3629, + "sup_loss": 0.6177189307728567 + }, + { + "train_step": 3630, + "sup_loss": 0.5529717980173731 + }, + { + "train_step": 3631, + "sup_loss": 0.6402798407072228 + }, + { + "train_step": 3632, + "sup_loss": 0.49258565651454633 + }, + { + "train_step": 3633, + "sup_loss": 0.6631763141130685 + }, + { + "train_step": 3634, + "sup_loss": 0.6047526553062511 + }, + { + "train_step": 3635, + "sup_loss": 0.6072702031825529 + }, + { + "train_step": 3636, + "sup_loss": 0.481399216278381 + }, + { + "train_step": 3637, + "sup_loss": 0.5155415161583233 + }, + { + "train_step": 3638, + "sup_loss": 0.7794020238934244 + }, + { + "train_step": 3639, + "sup_loss": 0.672776397537262 + }, + { + "train_step": 3640, + "sup_loss": 0.4191314253633879 + }, + { + "train_step": 3641, + "sup_loss": 0.4018932554661698 + }, + { + "train_step": 3642, + "sup_loss": 0.7860978508727362 + }, + { + "train_step": 3643, + "sup_loss": 0.6775914321683354 + }, + { + "train_step": 3644, + "sup_loss": 0.7479496287213527 + }, + { + "train_step": 3645, + "sup_loss": 0.6698690237413104 + }, + { + "train_step": 3646, + "sup_loss": 0.4775662090214496 + }, + { + "train_step": 3647, + "sup_loss": 0.3325523163343854 + }, + { + "train_step": 3648, + "sup_loss": 0.49362367654273637 + }, + { + "train_step": 3649, + "sup_loss": 0.8389926255131039 + }, + { + "train_step": 3650, + "sup_loss": 0.729372105713866 + }, + { + "train_step": 3651, + "sup_loss": 0.656187465010277 + }, + { + "train_step": 3652, + "sup_loss": 0.5466537050062458 + }, + { + "train_step": 3653, + "sup_loss": 0.4704439493644983 + }, + { + "train_step": 3654, + "sup_loss": 0.76799957045104 + }, + { + "train_step": 3655, + "sup_loss": 0.7435613869251074 + }, + { + "train_step": 3656, + "sup_loss": 0.760473552064346 + }, + { + "train_step": 3657, + "sup_loss": 0.569247294217715 + }, + { + "train_step": 3658, + "sup_loss": 0.5701480173421792 + }, + { + "train_step": 3659, + "sup_loss": 0.6962431497851725 + }, + { + "train_step": 3660, + "sup_loss": 0.4127369930157091 + }, + { + "train_step": 3661, + "sup_loss": 0.29551926669752165 + }, + { + "train_step": 3662, + "sup_loss": 0.7040491578691779 + }, + { + "train_step": 3663, + "sup_loss": 0.454323769340568 + }, + { + "train_step": 3664, + "sup_loss": 0.6275299392131422 + }, + { + "train_step": 3665, + "sup_loss": 0.42697200211395164 + }, + { + "train_step": 3666, + "sup_loss": 0.7318253533286483 + }, + { + "train_step": 3667, + "sup_loss": 0.5387394560997231 + }, + { + "train_step": 3668, + "sup_loss": 0.7386122397879417 + }, + { + "train_step": 3669, + "sup_loss": 0.6932332836127532 + }, + { + "train_step": 3670, + "sup_loss": 0.5740833759260116 + }, + { + "train_step": 3671, + "sup_loss": 0.6899965190090389 + }, + { + "train_step": 3672, + "sup_loss": 0.6908940826969807 + }, + { + "train_step": 3673, + "sup_loss": 0.6435125726573246 + }, + { + "train_step": 3674, + "sup_loss": 0.38629521450761045 + }, + { + "train_step": 3675, + "sup_loss": 0.7078211936284493 + }, + { + "train_step": 3676, + "sup_loss": 0.8443329827755464 + }, + { + "train_step": 3677, + "sup_loss": 0.5890092594953531 + }, + { + "train_step": 3678, + "sup_loss": 0.6075474376840052 + }, + { + "train_step": 3679, + "sup_loss": 0.33585728086532946 + }, + { + "train_step": 3680, + "sup_loss": 0.45840424487125875 + }, + { + "train_step": 3681, + "sup_loss": 0.5327752220595933 + }, + { + "train_step": 3682, + "sup_loss": 0.6366765299983095 + }, + { + "train_step": 3683, + "sup_loss": 0.6187281588119832 + }, + { + "train_step": 3684, + "sup_loss": 0.7691748566864687 + }, + { + "train_step": 3685, + "sup_loss": 0.6843821591436259 + }, + { + "train_step": 3686, + "sup_loss": 0.4465035050064255 + }, + { + "train_step": 3687, + "sup_loss": 0.6154063562382618 + }, + { + "train_step": 3688, + "sup_loss": 0.4615791085895476 + }, + { + "train_step": 3689, + "sup_loss": 0.5235231820278478 + }, + { + "train_step": 3690, + "sup_loss": 0.71114155813699 + }, + { + "train_step": 3691, + "sup_loss": 0.8155614131750768 + }, + { + "train_step": 3692, + "sup_loss": 0.6046402765044326 + }, + { + "train_step": 3693, + "sup_loss": 0.5128828332559644 + }, + { + "train_step": 3694, + "sup_loss": 0.8129952925218124 + }, + { + "train_step": 3695, + "sup_loss": 0.6695778991408338 + }, + { + "train_step": 3696, + "sup_loss": 0.639731980847829 + }, + { + "train_step": 3697, + "sup_loss": 0.659942559644933 + }, + { + "train_step": 3698, + "sup_loss": 0.580412579353923 + }, + { + "train_step": 3699, + "sup_loss": 0.3718089948341999 + }, + { + "train_step": 3700, + "sup_loss": 0.6004778413024356 + }, + { + "train_step": 3701, + "sup_loss": 1.0063518720999032 + }, + { + "train_step": 3702, + "sup_loss": 0.5556211769477267 + }, + { + "train_step": 3703, + "sup_loss": 0.6117892758824213 + }, + { + "train_step": 3704, + "sup_loss": 0.6626478864596103 + }, + { + "train_step": 3705, + "sup_loss": 0.6072063719468878 + }, + { + "train_step": 3706, + "sup_loss": 0.42800145688289315 + }, + { + "train_step": 3707, + "sup_loss": 0.7295252302546757 + }, + { + "train_step": 3708, + "sup_loss": 0.438146215697159 + }, + { + "train_step": 3709, + "sup_loss": 0.7036522357288357 + }, + { + "train_step": 3710, + "sup_loss": 0.486140317511328 + }, + { + "train_step": 3711, + "sup_loss": 0.5529658103302415 + }, + { + "train_step": 3712, + "sup_loss": 0.505631518200154 + }, + { + "train_step": 3713, + "sup_loss": 0.7654323157910853 + }, + { + "train_step": 3714, + "sup_loss": 0.6376068064393043 + }, + { + "train_step": 3715, + "sup_loss": 0.574045167328231 + }, + { + "train_step": 3716, + "sup_loss": 0.37387438142041995 + }, + { + "train_step": 3717, + "sup_loss": 0.742126317355418 + }, + { + "train_step": 3718, + "sup_loss": 0.6155714578286474 + }, + { + "train_step": 3719, + "sup_loss": 0.7272911879474184 + }, + { + "train_step": 3720, + "sup_loss": 0.7225946207176964 + }, + { + "train_step": 3721, + "sup_loss": 0.6724705831042435 + }, + { + "train_step": 3722, + "sup_loss": 0.568556042673932 + }, + { + "train_step": 3723, + "sup_loss": 0.7574725342887562 + }, + { + "train_step": 3724, + "sup_loss": 0.604345523012247 + }, + { + "train_step": 3725, + "sup_loss": 0.4513985342209829 + }, + { + "train_step": 3726, + "sup_loss": 0.6030211330425503 + }, + { + "train_step": 3727, + "sup_loss": 0.5466400203372063 + }, + { + "train_step": 3728, + "sup_loss": 0.7032884092855989 + }, + { + "train_step": 3729, + "sup_loss": 0.7826931011712834 + }, + { + "train_step": 3730, + "sup_loss": 0.5159125536329415 + }, + { + "train_step": 3731, + "sup_loss": 0.3700275226736699 + }, + { + "train_step": 3732, + "sup_loss": 0.3109413359433741 + }, + { + "train_step": 3733, + "sup_loss": 0.5829862731722696 + }, + { + "train_step": 3734, + "sup_loss": 0.5323169099575199 + }, + { + "train_step": 3735, + "sup_loss": 0.3613696598134698 + }, + { + "train_step": 3736, + "sup_loss": 0.4593084241751371 + }, + { + "train_step": 3737, + "sup_loss": 0.5746368213010503 + }, + { + "train_step": 3738, + "sup_loss": 0.6923570133231892 + }, + { + "train_step": 3739, + "sup_loss": 0.47706049859997873 + }, + { + "train_step": 3740, + "sup_loss": 0.49236045116274835 + }, + { + "train_step": 3741, + "sup_loss": 0.6541168862954921 + }, + { + "train_step": 3742, + "sup_loss": 0.6441172421365541 + }, + { + "train_step": 3743, + "sup_loss": 0.6031907153387573 + }, + { + "train_step": 3744, + "sup_loss": 0.5352206655803184 + }, + { + "train_step": 3745, + "sup_loss": 0.3560399816831334 + }, + { + "train_step": 3746, + "sup_loss": 0.5091767606551394 + }, + { + "train_step": 3747, + "sup_loss": 0.6633909967911307 + }, + { + "train_step": 3748, + "sup_loss": 0.670945712104142 + }, + { + "train_step": 3749, + "sup_loss": 0.6803040984603262 + }, + { + "train_step": 3750, + "sup_loss": 0.6774616314860116 + }, + { + "train_step": 3751, + "sup_loss": 0.6431351184926191 + }, + { + "train_step": 3752, + "sup_loss": 0.7175060542493468 + }, + { + "train_step": 3753, + "sup_loss": 0.7248762044149129 + }, + { + "train_step": 3754, + "sup_loss": 0.6320202821490074 + }, + { + "train_step": 3755, + "sup_loss": 0.7881242565377594 + }, + { + "train_step": 3756, + "sup_loss": 0.6678295929936544 + }, + { + "train_step": 3757, + "sup_loss": 0.48901358901542025 + }, + { + "train_step": 3758, + "sup_loss": 0.6478064162613122 + }, + { + "train_step": 3759, + "sup_loss": 0.6433060887783273 + }, + { + "train_step": 3760, + "sup_loss": 0.47805849870026357 + }, + { + "train_step": 3761, + "sup_loss": 0.8195782868201885 + }, + { + "train_step": 3762, + "sup_loss": 0.6209156779775589 + }, + { + "train_step": 3763, + "sup_loss": 0.6106916904885502 + }, + { + "train_step": 3764, + "sup_loss": 0.7319021413153386 + }, + { + "train_step": 3765, + "sup_loss": 0.5443952023487666 + }, + { + "train_step": 3766, + "sup_loss": 0.5442078502080083 + }, + { + "train_step": 3767, + "sup_loss": 0.7408887802940383 + }, + { + "train_step": 3768, + "sup_loss": 0.7460572404763022 + }, + { + "train_step": 3769, + "sup_loss": 0.30879070837074063 + }, + { + "train_step": 3770, + "sup_loss": 0.793270922457067 + }, + { + "train_step": 3771, + "sup_loss": 0.47725180812820067 + }, + { + "train_step": 3772, + "sup_loss": 0.45690172420048997 + }, + { + "train_step": 3773, + "sup_loss": 0.4899270103265574 + }, + { + "train_step": 3774, + "sup_loss": 0.5053888469447737 + }, + { + "train_step": 3775, + "sup_loss": 0.5305498035328051 + }, + { + "train_step": 3776, + "sup_loss": 0.7765801976532389 + }, + { + "train_step": 3777, + "sup_loss": 0.6826974854225181 + }, + { + "train_step": 3778, + "sup_loss": 0.6807030697735302 + }, + { + "train_step": 3779, + "sup_loss": 0.6080565917250583 + }, + { + "train_step": 3780, + "sup_loss": 0.6699555121934283 + }, + { + "train_step": 3781, + "sup_loss": 0.6092459450081472 + }, + { + "train_step": 3782, + "sup_loss": 0.5725642292531489 + }, + { + "train_step": 3783, + "sup_loss": 0.5919734069974883 + }, + { + "train_step": 3784, + "sup_loss": 0.6183920014992491 + }, + { + "train_step": 3785, + "sup_loss": 0.47506632356578143 + }, + { + "train_step": 3786, + "sup_loss": 0.6315632596622367 + }, + { + "train_step": 3787, + "sup_loss": 0.6929230110341748 + }, + { + "train_step": 3788, + "sup_loss": 0.7397989755431972 + }, + { + "train_step": 3789, + "sup_loss": 0.5656695380874722 + }, + { + "train_step": 3790, + "sup_loss": 0.6366630614769864 + }, + { + "train_step": 3791, + "sup_loss": 0.4614853391295057 + }, + { + "train_step": 3792, + "sup_loss": 0.3601190509846972 + }, + { + "train_step": 3793, + "sup_loss": 0.26494746459707463 + }, + { + "train_step": 3794, + "sup_loss": 0.40622050113484887 + }, + { + "train_step": 3795, + "sup_loss": 0.6473383079872668 + }, + { + "train_step": 3796, + "sup_loss": 0.4663231459708493 + }, + { + "train_step": 3797, + "sup_loss": 0.6186971707611718 + }, + { + "train_step": 3798, + "sup_loss": 0.7537793739558711 + }, + { + "train_step": 3799, + "sup_loss": 0.5891919963632201 + }, + { + "train_step": 3800, + "sup_loss": 0.5866209654386086 + }, + { + "train_step": 3801, + "sup_loss": 0.715362339094964 + }, + { + "train_step": 3802, + "sup_loss": 0.511907184144895 + }, + { + "train_step": 3803, + "sup_loss": 0.46775465818600065 + }, + { + "train_step": 3804, + "sup_loss": 0.5967905392662233 + }, + { + "train_step": 3805, + "sup_loss": 0.6242571739857 + }, + { + "train_step": 3806, + "sup_loss": 0.6323910225806572 + }, + { + "train_step": 3807, + "sup_loss": 0.6534035834622404 + }, + { + "train_step": 3808, + "sup_loss": 0.5031822769412145 + }, + { + "train_step": 3809, + "sup_loss": 0.6152144329001701 + }, + { + "train_step": 3810, + "sup_loss": 0.65553490646094 + }, + { + "train_step": 3811, + "sup_loss": 0.515838086543996 + }, + { + "train_step": 3812, + "sup_loss": 0.5463833061026602 + }, + { + "train_step": 3813, + "sup_loss": 0.6637877453264726 + }, + { + "train_step": 3814, + "sup_loss": 0.6949907533064922 + }, + { + "train_step": 3815, + "sup_loss": 0.4357474460570614 + }, + { + "train_step": 3816, + "sup_loss": 0.5208218120101865 + }, + { + "train_step": 3817, + "sup_loss": 0.3126796838027333 + }, + { + "train_step": 3818, + "sup_loss": 0.8003961758968202 + }, + { + "train_step": 3819, + "sup_loss": 0.6443934482975122 + }, + { + "train_step": 3820, + "sup_loss": 0.4100160183622468 + }, + { + "train_step": 3821, + "sup_loss": 0.3850174570391023 + }, + { + "train_step": 3822, + "sup_loss": 0.3673162731616326 + }, + { + "train_step": 3823, + "sup_loss": 0.7094405764656304 + }, + { + "train_step": 3824, + "sup_loss": 0.45502952004699365 + }, + { + "train_step": 3825, + "sup_loss": 0.510402586513276 + }, + { + "train_step": 3826, + "sup_loss": 0.6067924847809514 + }, + { + "train_step": 3827, + "sup_loss": 0.6789766504246593 + }, + { + "train_step": 3828, + "sup_loss": 0.5890438053245137 + }, + { + "train_step": 3829, + "sup_loss": 0.654355553671909 + }, + { + "train_step": 3830, + "sup_loss": 0.6727127471804563 + }, + { + "train_step": 3831, + "sup_loss": 0.7373569319170554 + }, + { + "train_step": 3832, + "sup_loss": 0.4310527336325125 + }, + { + "train_step": 3833, + "sup_loss": 0.5573193087179874 + }, + { + "train_step": 3834, + "sup_loss": 0.5584103115612626 + }, + { + "train_step": 3835, + "sup_loss": 0.4535840933913134 + }, + { + "train_step": 3836, + "sup_loss": 0.6183884739456027 + }, + { + "train_step": 3837, + "sup_loss": 0.5176228667115652 + }, + { + "train_step": 3838, + "sup_loss": 0.5376734898979812 + }, + { + "train_step": 3839, + "sup_loss": 0.7383754035759057 + }, + { + "train_step": 3840, + "sup_loss": 0.5691658589868007 + }, + { + "train_step": 3841, + "sup_loss": 0.6034860232384889 + }, + { + "train_step": 3842, + "sup_loss": 0.6659176371985216 + }, + { + "train_step": 3843, + "sup_loss": 0.5843838478836687 + }, + { + "train_step": 3844, + "sup_loss": 0.6358895206427798 + }, + { + "train_step": 3845, + "sup_loss": 0.6349518877358988 + }, + { + "train_step": 3846, + "sup_loss": 0.6161252643212848 + }, + { + "train_step": 3847, + "sup_loss": 0.5077823818826169 + }, + { + "train_step": 3848, + "sup_loss": 0.5986453682881842 + }, + { + "train_step": 3849, + "sup_loss": 0.5606494484958 + }, + { + "train_step": 3850, + "sup_loss": 0.3605194167590618 + }, + { + "train_step": 3851, + "sup_loss": 0.6271315843710906 + }, + { + "train_step": 3852, + "sup_loss": 0.4012167901133037 + }, + { + "train_step": 3853, + "sup_loss": 0.6692465160512372 + }, + { + "train_step": 3854, + "sup_loss": 0.511254283187476 + }, + { + "train_step": 3855, + "sup_loss": 0.5430642071135532 + }, + { + "train_step": 3856, + "sup_loss": 0.618450377277807 + }, + { + "train_step": 3857, + "sup_loss": 0.6110599087733337 + }, + { + "train_step": 3858, + "sup_loss": 0.5446801240393768 + }, + { + "train_step": 3859, + "sup_loss": 0.5075895395791241 + }, + { + "train_step": 3860, + "sup_loss": 0.24430417518836248 + }, + { + "train_step": 3861, + "sup_loss": 0.4074866594799518 + }, + { + "train_step": 3862, + "sup_loss": 0.6786378063406515 + }, + { + "train_step": 3863, + "sup_loss": 0.6904779757046503 + }, + { + "train_step": 3864, + "sup_loss": 0.5040777782441114 + }, + { + "train_step": 3865, + "sup_loss": 0.6665753890496411 + }, + { + "train_step": 3866, + "sup_loss": 0.5294631033448821 + }, + { + "train_step": 3867, + "sup_loss": 0.7143073296884722 + }, + { + "train_step": 3868, + "sup_loss": 0.7610437075643782 + }, + { + "train_step": 3869, + "sup_loss": 0.4920164001128726 + }, + { + "train_step": 3870, + "sup_loss": 0.6555628276115224 + }, + { + "train_step": 3871, + "sup_loss": 0.5390297802079204 + }, + { + "train_step": 3872, + "sup_loss": 0.3224837075004928 + }, + { + "train_step": 3873, + "sup_loss": 0.46946519199537035 + }, + { + "train_step": 3874, + "sup_loss": 0.5092981475516928 + }, + { + "train_step": 3875, + "sup_loss": 0.6025293138566807 + }, + { + "train_step": 3876, + "sup_loss": 0.4700407243974832 + }, + { + "train_step": 3877, + "sup_loss": 0.5701296540733184 + }, + { + "train_step": 3878, + "sup_loss": 0.4478692843590045 + }, + { + "train_step": 3879, + "sup_loss": 0.5493187475000101 + }, + { + "train_step": 3880, + "sup_loss": 0.6092299599175673 + }, + { + "train_step": 3881, + "sup_loss": 0.7158243588460915 + }, + { + "train_step": 3882, + "sup_loss": 0.6003569416828783 + }, + { + "train_step": 3883, + "sup_loss": 0.5678198968868647 + }, + { + "train_step": 3884, + "sup_loss": 0.5342014148581647 + }, + { + "train_step": 3885, + "sup_loss": 0.6719932364207551 + }, + { + "train_step": 3886, + "sup_loss": 0.6069001383290302 + }, + { + "train_step": 3887, + "sup_loss": 0.514779276721508 + }, + { + "train_step": 3888, + "sup_loss": 0.5961669188714116 + }, + { + "train_step": 3889, + "sup_loss": 0.6300441094538651 + }, + { + "train_step": 3890, + "sup_loss": 0.7376715844410657 + }, + { + "train_step": 3891, + "sup_loss": 0.7921201287402079 + }, + { + "train_step": 3892, + "sup_loss": 0.6988229566996986 + }, + { + "train_step": 3893, + "sup_loss": 0.7604788780594836 + }, + { + "train_step": 3894, + "sup_loss": 0.6418123913277655 + }, + { + "train_step": 3895, + "sup_loss": 0.5590900483133442 + }, + { + "train_step": 3896, + "sup_loss": 0.6117725605566573 + }, + { + "train_step": 3897, + "sup_loss": 0.5619783956413955 + }, + { + "train_step": 3898, + "sup_loss": 0.6597763094805043 + }, + { + "train_step": 3899, + "sup_loss": 0.674762651652259 + }, + { + "train_step": 3900, + "sup_loss": 0.26701771841120325 + }, + { + "train_step": 3901, + "sup_loss": 0.7590355613379441 + }, + { + "train_step": 3902, + "sup_loss": 0.5749102817821885 + }, + { + "train_step": 3903, + "sup_loss": 0.5942905292427588 + }, + { + "train_step": 3904, + "sup_loss": 0.693104213278496 + }, + { + "train_step": 3905, + "sup_loss": 0.5605042572879336 + }, + { + "train_step": 3906, + "sup_loss": 0.4881553106456233 + }, + { + "train_step": 3907, + "sup_loss": 0.5852050340664242 + }, + { + "train_step": 3908, + "sup_loss": 0.7883035888593422 + }, + { + "train_step": 3909, + "sup_loss": 0.5376289595591799 + }, + { + "train_step": 3910, + "sup_loss": 0.6576614966669305 + }, + { + "train_step": 3911, + "sup_loss": 0.5833428518841335 + }, + { + "train_step": 3912, + "sup_loss": 0.5060685072435571 + }, + { + "train_step": 3913, + "sup_loss": 0.8485003284539787 + }, + { + "train_step": 3914, + "sup_loss": 0.6382821448778262 + }, + { + "train_step": 3915, + "sup_loss": 0.7821326723781438 + }, + { + "train_step": 3916, + "sup_loss": 0.5570708820369096 + }, + { + "train_step": 3917, + "sup_loss": 0.5450661461951999 + }, + { + "train_step": 3918, + "sup_loss": 0.4947208983136943 + }, + { + "train_step": 3919, + "sup_loss": 0.6011338943636876 + }, + { + "train_step": 3920, + "sup_loss": 0.5393336241330238 + }, + { + "train_step": 3921, + "sup_loss": 0.6359178076348948 + }, + { + "train_step": 3922, + "sup_loss": 0.5264883545913142 + }, + { + "train_step": 3923, + "sup_loss": 0.627901929333606 + }, + { + "train_step": 3924, + "sup_loss": 0.6591146463257499 + }, + { + "train_step": 3925, + "sup_loss": 0.4920924556172379 + }, + { + "train_step": 3926, + "sup_loss": 0.7850497812082695 + }, + { + "train_step": 3927, + "sup_loss": 0.8519306068767452 + }, + { + "train_step": 3928, + "sup_loss": 0.7901754597694413 + }, + { + "train_step": 3929, + "sup_loss": 0.5670961192156846 + }, + { + "train_step": 3930, + "sup_loss": 0.6250244744225678 + }, + { + "train_step": 3931, + "sup_loss": 0.4096473637283782 + }, + { + "train_step": 3932, + "sup_loss": 0.6379303665081998 + }, + { + "train_step": 3933, + "sup_loss": 0.7672165408509526 + }, + { + "train_step": 3934, + "sup_loss": 0.5279299382007628 + }, + { + "train_step": 3935, + "sup_loss": 0.6416317942018597 + }, + { + "train_step": 3936, + "sup_loss": 0.46121021939364093 + }, + { + "train_step": 3937, + "sup_loss": 0.5746375075137605 + }, + { + "train_step": 3938, + "sup_loss": 0.29001784226999217 + }, + { + "train_step": 3939, + "sup_loss": 0.5792592988194751 + }, + { + "train_step": 3940, + "sup_loss": 0.6286667345873344 + }, + { + "train_step": 3941, + "sup_loss": 0.7519613624827735 + }, + { + "train_step": 3942, + "sup_loss": 0.5534791845555201 + }, + { + "train_step": 3943, + "sup_loss": 0.5600321535627609 + }, + { + "train_step": 3944, + "sup_loss": 0.7075733225494723 + }, + { + "train_step": 3945, + "sup_loss": 0.7599264536263804 + }, + { + "train_step": 3946, + "sup_loss": 0.5892218318591763 + }, + { + "train_step": 3947, + "sup_loss": 0.6078920744357541 + }, + { + "train_step": 3948, + "sup_loss": 0.3264827154940459 + }, + { + "train_step": 3949, + "sup_loss": 0.5676362556616913 + }, + { + "train_step": 3950, + "sup_loss": 0.5721787968104398 + }, + { + "train_step": 3951, + "sup_loss": 0.6973828234977438 + }, + { + "train_step": 3952, + "sup_loss": 0.4477212558772421 + }, + { + "train_step": 3953, + "sup_loss": 0.3806602434860605 + }, + { + "train_step": 3954, + "sup_loss": 0.661238083892636 + }, + { + "train_step": 3955, + "sup_loss": 0.51595507777614 + }, + { + "train_step": 3956, + "sup_loss": 0.6009133042496599 + }, + { + "train_step": 3957, + "sup_loss": 0.5567236240211325 + }, + { + "train_step": 3958, + "sup_loss": 0.7205812976553079 + }, + { + "train_step": 3959, + "sup_loss": 0.39339153710328206 + }, + { + "train_step": 3960, + "sup_loss": 0.665212337185576 + }, + { + "train_step": 3961, + "sup_loss": 0.5207475047430232 + }, + { + "train_step": 3962, + "sup_loss": 0.6966251053994601 + }, + { + "train_step": 3963, + "sup_loss": 0.756467705044177 + }, + { + "train_step": 3964, + "sup_loss": 0.6528906801784585 + }, + { + "train_step": 3965, + "sup_loss": 0.6191353246118121 + }, + { + "train_step": 3966, + "sup_loss": 0.3693642653220873 + }, + { + "train_step": 3967, + "sup_loss": 0.5890362832363857 + }, + { + "train_step": 3968, + "sup_loss": 0.8000556781761672 + }, + { + "train_step": 3969, + "sup_loss": 0.676265602651029 + }, + { + "train_step": 3970, + "sup_loss": 0.4792473660453872 + }, + { + "train_step": 3971, + "sup_loss": 0.7923448830916026 + }, + { + "train_step": 3972, + "sup_loss": 0.6179819282169144 + }, + { + "train_step": 3973, + "sup_loss": 0.5878968871968848 + }, + { + "train_step": 3974, + "sup_loss": 0.6536605995207936 + }, + { + "train_step": 3975, + "sup_loss": 0.6538120136054513 + }, + { + "train_step": 3976, + "sup_loss": 0.4727040932176494 + }, + { + "train_step": 3977, + "sup_loss": 0.6523685172639322 + }, + { + "train_step": 3978, + "sup_loss": 0.7286676190255522 + }, + { + "train_step": 3979, + "sup_loss": 0.9092483528629336 + }, + { + "train_step": 3980, + "sup_loss": 0.5479995864864452 + }, + { + "train_step": 3981, + "sup_loss": 0.5697945961731861 + }, + { + "train_step": 3982, + "sup_loss": 0.4209776241464425 + }, + { + "train_step": 3983, + "sup_loss": 0.6585665726157859 + }, + { + "train_step": 3984, + "sup_loss": 0.632041941654329 + }, + { + "train_step": 3985, + "sup_loss": 0.6065771677925026 + }, + { + "train_step": 3986, + "sup_loss": 0.6685092909593608 + }, + { + "train_step": 3987, + "sup_loss": 0.6486891338837073 + }, + { + "train_step": 3988, + "sup_loss": 0.7062611557596714 + }, + { + "train_step": 3989, + "sup_loss": 0.5309283608248727 + }, + { + "train_step": 3990, + "sup_loss": 0.6458398559849953 + }, + { + "train_step": 3991, + "sup_loss": 0.675080066306953 + }, + { + "train_step": 3992, + "sup_loss": 0.6026752386846262 + }, + { + "train_step": 3993, + "sup_loss": 0.4658441497227151 + }, + { + "train_step": 3994, + "sup_loss": 0.6191851816692066 + }, + { + "train_step": 3995, + "sup_loss": 1.2551060021140044 + }, + { + "train_step": 3996, + "sup_loss": 0.516315835763302 + }, + { + "train_step": 3997, + "sup_loss": 0.7225879785691336 + }, + { + "train_step": 3998, + "sup_loss": 0.5858276184656149 + }, + { + "train_step": 3999, + "sup_loss": 0.4344032473487623 + }, + { + "train_step": 4000, + "sup_loss": 0.7517799129832043 + }, + { + "train_step": 4001, + "sup_loss": 0.4944569329007691 + }, + { + "train_step": 4002, + "sup_loss": 0.7202795254420771 + }, + { + "train_step": 4003, + "sup_loss": 0.5596390169641918 + }, + { + "train_step": 4004, + "sup_loss": 0.5409869630248861 + }, + { + "train_step": 4005, + "sup_loss": 0.6909301331898439 + }, + { + "train_step": 4006, + "sup_loss": 0.5873447160506057 + }, + { + "train_step": 4007, + "sup_loss": 0.6167236957403059 + }, + { + "train_step": 4008, + "sup_loss": 0.5034108499231632 + }, + { + "train_step": 4009, + "sup_loss": 0.5146520037741243 + }, + { + "train_step": 4010, + "sup_loss": 0.6811286557319731 + }, + { + "train_step": 4011, + "sup_loss": 0.5176444316150587 + }, + { + "train_step": 4012, + "sup_loss": 0.7751491958280696 + }, + { + "train_step": 4013, + "sup_loss": 0.5279305488841279 + }, + { + "train_step": 4014, + "sup_loss": 0.7137930870311437 + }, + { + "train_step": 4015, + "sup_loss": 0.5532679602128333 + }, + { + "train_step": 4016, + "sup_loss": 0.667866898374617 + }, + { + "train_step": 4017, + "sup_loss": 0.6356471432329389 + }, + { + "train_step": 4018, + "sup_loss": 0.5489081428847772 + }, + { + "train_step": 4019, + "sup_loss": 0.5856812348978756 + }, + { + "train_step": 4020, + "sup_loss": 0.4725550798288661 + }, + { + "train_step": 4021, + "sup_loss": 0.6911419026423796 + }, + { + "train_step": 4022, + "sup_loss": 0.40075599009889795 + }, + { + "train_step": 4023, + "sup_loss": 0.4491016552750284 + }, + { + "train_step": 4024, + "sup_loss": 0.5053067447799139 + }, + { + "train_step": 4025, + "sup_loss": 0.5346064293286135 + }, + { + "train_step": 4026, + "sup_loss": 0.8206967856161276 + }, + { + "train_step": 4027, + "sup_loss": 0.6694665366954546 + }, + { + "train_step": 4028, + "sup_loss": 0.6714102352519905 + }, + { + "train_step": 4029, + "sup_loss": 0.3594314851089599 + }, + { + "train_step": 4030, + "sup_loss": 0.8779678406457542 + }, + { + "train_step": 4031, + "sup_loss": 0.4239919207249446 + }, + { + "train_step": 4032, + "sup_loss": 0.3996927918235755 + }, + { + "train_step": 4033, + "sup_loss": 0.6435027793447327 + }, + { + "train_step": 4034, + "sup_loss": 0.6018515260168947 + }, + { + "train_step": 4035, + "sup_loss": 0.4212487550873747 + }, + { + "train_step": 4036, + "sup_loss": 0.754236810764008 + }, + { + "train_step": 4037, + "sup_loss": 0.5975066375728998 + }, + { + "train_step": 4038, + "sup_loss": 0.5373694269568783 + }, + { + "train_step": 4039, + "sup_loss": 0.47556024293942456 + }, + { + "train_step": 4040, + "sup_loss": 0.7461692921448924 + }, + { + "train_step": 4041, + "sup_loss": 0.43250992284042816 + }, + { + "train_step": 4042, + "sup_loss": 0.5945520763514385 + }, + { + "train_step": 4043, + "sup_loss": 0.7379939514811443 + }, + { + "train_step": 4044, + "sup_loss": 0.5520486617724366 + }, + { + "train_step": 4045, + "sup_loss": 0.23267999817008161 + }, + { + "train_step": 4046, + "sup_loss": 0.6752109923603247 + }, + { + "train_step": 4047, + "sup_loss": 0.5286182506739425 + }, + { + "train_step": 4048, + "sup_loss": 0.6554488841953946 + }, + { + "train_step": 4049, + "sup_loss": 0.5549652627649239 + }, + { + "train_step": 4050, + "sup_loss": 0.7932884942314891 + }, + { + "train_step": 4051, + "sup_loss": 0.5977022617087547 + }, + { + "train_step": 4052, + "sup_loss": 0.3888931388447699 + }, + { + "train_step": 4053, + "sup_loss": 0.6956296763289227 + }, + { + "train_step": 4054, + "sup_loss": 0.5485149076594068 + }, + { + "train_step": 4055, + "sup_loss": 0.6312086711994345 + }, + { + "train_step": 4056, + "sup_loss": 0.46428945314306075 + }, + { + "train_step": 4057, + "sup_loss": 0.6748408418392781 + }, + { + "train_step": 4058, + "sup_loss": 0.6832985168771601 + }, + { + "train_step": 4059, + "sup_loss": 0.6565117954794892 + }, + { + "train_step": 4060, + "sup_loss": 0.41564316564849013 + }, + { + "train_step": 4061, + "sup_loss": 0.6453862519179039 + }, + { + "train_step": 4062, + "sup_loss": 0.6086728359072976 + }, + { + "train_step": 4063, + "sup_loss": 0.6118810095713414 + }, + { + "train_step": 4064, + "sup_loss": 0.62551754432764 + }, + { + "train_step": 4065, + "sup_loss": 0.5440811146560208 + }, + { + "train_step": 4066, + "sup_loss": 0.591810096292244 + }, + { + "train_step": 4067, + "sup_loss": 0.7320776971318868 + }, + { + "train_step": 4068, + "sup_loss": 0.5318495119413775 + }, + { + "train_step": 4069, + "sup_loss": 0.6007060228900473 + }, + { + "train_step": 4070, + "sup_loss": 0.5448652183031406 + }, + { + "train_step": 4071, + "sup_loss": 0.47892983136324807 + }, + { + "train_step": 4072, + "sup_loss": 0.4928940564133053 + }, + { + "train_step": 4073, + "sup_loss": 0.6275835422746099 + }, + { + "train_step": 4074, + "sup_loss": 0.7468900069919252 + }, + { + "train_step": 4075, + "sup_loss": 0.7231659613349228 + }, + { + "train_step": 4076, + "sup_loss": 0.4761743121508599 + }, + { + "train_step": 4077, + "sup_loss": 0.5368847277054176 + }, + { + "train_step": 4078, + "sup_loss": 0.8143781165833603 + }, + { + "train_step": 4079, + "sup_loss": 0.4887550598854397 + }, + { + "train_step": 4080, + "sup_loss": 0.6397394618808143 + }, + { + "train_step": 4081, + "sup_loss": 0.52912437116342 + }, + { + "train_step": 4082, + "sup_loss": 0.32267222376319504 + }, + { + "train_step": 4083, + "sup_loss": 0.8361453703747255 + }, + { + "train_step": 4084, + "sup_loss": 0.7205195344848131 + }, + { + "train_step": 4085, + "sup_loss": 0.5551952124491734 + }, + { + "train_step": 4086, + "sup_loss": 0.4716103057184 + }, + { + "train_step": 4087, + "sup_loss": 0.618113428796541 + }, + { + "train_step": 4088, + "sup_loss": 0.7209061572336211 + }, + { + "train_step": 4089, + "sup_loss": 0.6210540820286494 + }, + { + "train_step": 4090, + "sup_loss": 0.7254819866705638 + }, + { + "train_step": 4091, + "sup_loss": 0.6081726537285413 + }, + { + "train_step": 4092, + "sup_loss": 0.4708732185219391 + }, + { + "train_step": 4093, + "sup_loss": 0.7283321047817899 + }, + { + "train_step": 4094, + "sup_loss": 0.6269952298350271 + }, + { + "train_step": 4095, + "sup_loss": 0.6038726604780074 + }, + { + "train_step": 4096, + "sup_loss": 0.6038820191603251 + }, + { + "train_step": 4097, + "sup_loss": 0.4139951462710961 + }, + { + "train_step": 4098, + "sup_loss": 0.388718774108273 + }, + { + "train_step": 4099, + "sup_loss": 0.4048647182002212 + }, + { + "train_step": 4100, + "sup_loss": 0.6444801696468532 + }, + { + "train_step": 4101, + "sup_loss": 0.563314887291658 + }, + { + "train_step": 4102, + "sup_loss": 0.2676875323793311 + }, + { + "train_step": 4103, + "sup_loss": 0.5372396907567102 + }, + { + "train_step": 4104, + "sup_loss": 0.7277213797473585 + }, + { + "train_step": 4105, + "sup_loss": 0.5286789448427146 + }, + { + "train_step": 4106, + "sup_loss": 0.2629337109758288 + }, + { + "train_step": 4107, + "sup_loss": 0.7047940738744137 + }, + { + "train_step": 4108, + "sup_loss": 0.39766155000309694 + }, + { + "train_step": 4109, + "sup_loss": 0.5992585363794471 + }, + { + "train_step": 4110, + "sup_loss": 0.7796843946081453 + }, + { + "train_step": 4111, + "sup_loss": 0.6295681976214553 + }, + { + "train_step": 4112, + "sup_loss": 0.4324282503626048 + }, + { + "train_step": 4113, + "sup_loss": 0.5048461227363179 + }, + { + "train_step": 4114, + "sup_loss": 0.7599798220849475 + }, + { + "train_step": 4115, + "sup_loss": 0.5398380086951949 + }, + { + "train_step": 4116, + "sup_loss": 0.5217545135890644 + }, + { + "train_step": 4117, + "sup_loss": 0.5719550723335172 + }, + { + "train_step": 4118, + "sup_loss": 0.6379215834675591 + }, + { + "train_step": 4119, + "sup_loss": 0.45767084165837335 + }, + { + "train_step": 4120, + "sup_loss": 0.7678301277935663 + }, + { + "train_step": 4121, + "sup_loss": 0.3737239260189399 + }, + { + "train_step": 4122, + "sup_loss": 0.5270928349683889 + }, + { + "train_step": 4123, + "sup_loss": 0.7278796290059584 + }, + { + "train_step": 4124, + "sup_loss": 0.4187924420446267 + }, + { + "train_step": 4125, + "sup_loss": 0.7257868327591217 + }, + { + "train_step": 4126, + "sup_loss": 0.7197186847483924 + }, + { + "train_step": 4127, + "sup_loss": 0.4998785984480997 + }, + { + "train_step": 4128, + "sup_loss": 0.7973723498892318 + }, + { + "train_step": 4129, + "sup_loss": 0.7345595991366621 + }, + { + "train_step": 4130, + "sup_loss": 0.5460029733173896 + }, + { + "train_step": 4131, + "sup_loss": 0.30964322753259116 + }, + { + "train_step": 4132, + "sup_loss": 0.563369715439954 + }, + { + "train_step": 4133, + "sup_loss": 0.5287972532048627 + }, + { + "train_step": 4134, + "sup_loss": 0.793681031919753 + }, + { + "train_step": 4135, + "sup_loss": 0.8475591069915637 + }, + { + "train_step": 4136, + "sup_loss": 0.3161977440788332 + }, + { + "train_step": 4137, + "sup_loss": 0.5548762775202478 + }, + { + "train_step": 4138, + "sup_loss": 0.4159663354067992 + }, + { + "train_step": 4139, + "sup_loss": 0.35369429075811504 + }, + { + "train_step": 4140, + "sup_loss": 0.7305925242081647 + }, + { + "train_step": 4141, + "sup_loss": 0.6232823825455627 + }, + { + "train_step": 4142, + "sup_loss": 0.3994485963634385 + }, + { + "train_step": 4143, + "sup_loss": 0.37976726657727194 + }, + { + "train_step": 4144, + "sup_loss": 0.7098513772937998 + }, + { + "train_step": 4145, + "sup_loss": 0.5614451026294679 + }, + { + "train_step": 4146, + "sup_loss": 0.3870722532842018 + }, + { + "train_step": 4147, + "sup_loss": 0.49009728236744887 + }, + { + "train_step": 4148, + "sup_loss": 0.5883435591699342 + }, + { + "train_step": 4149, + "sup_loss": 0.4608332587756434 + }, + { + "train_step": 4150, + "sup_loss": 0.6688931226947089 + }, + { + "train_step": 4151, + "sup_loss": 0.5941659217309389 + }, + { + "train_step": 4152, + "sup_loss": 0.5407391554194568 + }, + { + "train_step": 4153, + "sup_loss": 0.5518751000453735 + }, + { + "train_step": 4154, + "sup_loss": 0.6086920761223085 + }, + { + "train_step": 4155, + "sup_loss": 0.6460330098355739 + }, + { + "train_step": 4156, + "sup_loss": 0.5066960284448362 + }, + { + "train_step": 4157, + "sup_loss": 0.5281217841284096 + }, + { + "train_step": 4158, + "sup_loss": 0.648505033812452 + }, + { + "train_step": 4159, + "sup_loss": 0.5070061379492713 + }, + { + "train_step": 4160, + "sup_loss": 0.44655095366507896 + }, + { + "train_step": 4161, + "sup_loss": 0.8699363401159538 + }, + { + "train_step": 4162, + "sup_loss": 0.3864350787436231 + }, + { + "train_step": 4163, + "sup_loss": 0.41598667731201655 + }, + { + "train_step": 4164, + "sup_loss": 0.6882499600450508 + }, + { + "train_step": 4165, + "sup_loss": 0.48749979160772927 + }, + { + "train_step": 4166, + "sup_loss": 0.5640477694076621 + }, + { + "train_step": 4167, + "sup_loss": 0.6710833134157067 + }, + { + "train_step": 4168, + "sup_loss": 0.6267924057876139 + }, + { + "train_step": 4169, + "sup_loss": 0.6364334589457448 + }, + { + "train_step": 4170, + "sup_loss": 0.3944007311773222 + }, + { + "train_step": 4171, + "sup_loss": 0.4541893340447123 + }, + { + "train_step": 4172, + "sup_loss": 0.6445118530111166 + }, + { + "train_step": 4173, + "sup_loss": 0.6651631277959311 + }, + { + "train_step": 4174, + "sup_loss": 0.5857498337586129 + }, + { + "train_step": 4175, + "sup_loss": 0.4552033120394341 + }, + { + "train_step": 4176, + "sup_loss": 0.723330191272274 + }, + { + "train_step": 4177, + "sup_loss": 0.44466136419592506 + }, + { + "train_step": 4178, + "sup_loss": 0.5289418980813073 + }, + { + "train_step": 4179, + "sup_loss": 0.7261938468931474 + }, + { + "train_step": 4180, + "sup_loss": 0.46632464161995835 + }, + { + "train_step": 4181, + "sup_loss": 0.6207120020070915 + }, + { + "train_step": 4182, + "sup_loss": 0.5679079003021766 + }, + { + "train_step": 4183, + "sup_loss": 0.40288179212013325 + }, + { + "train_step": 4184, + "sup_loss": 0.7569281681005361 + }, + { + "train_step": 4185, + "sup_loss": 0.5117554143506968 + }, + { + "train_step": 4186, + "sup_loss": 0.5403215967969517 + }, + { + "train_step": 4187, + "sup_loss": 0.6191493414717794 + }, + { + "train_step": 4188, + "sup_loss": 0.5387817799009091 + }, + { + "train_step": 4189, + "sup_loss": 0.6922842582133437 + }, + { + "train_step": 4190, + "sup_loss": 0.6572800724931328 + }, + { + "train_step": 4191, + "sup_loss": 0.4174504003796423 + }, + { + "train_step": 4192, + "sup_loss": 0.5936883144337173 + }, + { + "train_step": 4193, + "sup_loss": 0.5492091389923992 + }, + { + "train_step": 4194, + "sup_loss": 0.6593407226999716 + }, + { + "train_step": 4195, + "sup_loss": 0.597879110586368 + }, + { + "train_step": 4196, + "sup_loss": 0.45520692041903543 + }, + { + "train_step": 4197, + "sup_loss": 0.640643309851111 + }, + { + "train_step": 4198, + "sup_loss": 0.7623555377329762 + }, + { + "train_step": 4199, + "sup_loss": 0.5894486737922675 + }, + { + "train_step": 4200, + "sup_loss": 0.5267521127540807 + }, + { + "train_step": 4201, + "sup_loss": 0.607110838515437 + }, + { + "train_step": 4202, + "sup_loss": 0.6970967999985827 + }, + { + "train_step": 4203, + "sup_loss": 0.5514011572547344 + }, + { + "train_step": 4204, + "sup_loss": 0.6340453051500158 + }, + { + "train_step": 4205, + "sup_loss": 0.5222354177879318 + }, + { + "train_step": 4206, + "sup_loss": 0.6052355600102519 + }, + { + "train_step": 4207, + "sup_loss": 0.4598635495192086 + }, + { + "train_step": 4208, + "sup_loss": 0.5618325870242573 + }, + { + "train_step": 4209, + "sup_loss": 0.5730280824874301 + }, + { + "train_step": 4210, + "sup_loss": 0.5986815531287117 + }, + { + "train_step": 4211, + "sup_loss": 0.520565727078399 + }, + { + "train_step": 4212, + "sup_loss": 0.34048927375570737 + }, + { + "train_step": 4213, + "sup_loss": 0.4773863629754449 + }, + { + "train_step": 4214, + "sup_loss": 0.7083218122261468 + }, + { + "train_step": 4215, + "sup_loss": 0.5778265863532178 + }, + { + "train_step": 4216, + "sup_loss": 0.6879533166479215 + }, + { + "train_step": 4217, + "sup_loss": 0.4785187933739991 + }, + { + "train_step": 4218, + "sup_loss": 0.4620257900673145 + }, + { + "train_step": 4219, + "sup_loss": 0.6118263996187714 + }, + { + "train_step": 4220, + "sup_loss": 0.6295381632272609 + }, + { + "train_step": 4221, + "sup_loss": 0.55982400227831 + }, + { + "train_step": 4222, + "sup_loss": 0.5748361866102031 + }, + { + "train_step": 4223, + "sup_loss": 0.6409690582656975 + }, + { + "train_step": 4224, + "sup_loss": 0.6382575347125371 + }, + { + "train_step": 4225, + "sup_loss": 0.5795071489377474 + }, + { + "train_step": 4226, + "sup_loss": 0.5082313812305927 + }, + { + "train_step": 4227, + "sup_loss": 0.5960434019728803 + }, + { + "train_step": 4228, + "sup_loss": 0.5802998048179228 + }, + { + "train_step": 4229, + "sup_loss": 0.4632969498302407 + }, + { + "train_step": 4230, + "sup_loss": 0.5954710342878939 + }, + { + "train_step": 4231, + "sup_loss": 0.6648424601988575 + }, + { + "train_step": 4232, + "sup_loss": 0.5387320167745738 + }, + { + "train_step": 4233, + "sup_loss": 0.5912400190457745 + }, + { + "train_step": 4234, + "sup_loss": 1.004176563747531 + }, + { + "train_step": 4235, + "sup_loss": 0.7439518982654325 + }, + { + "train_step": 4236, + "sup_loss": 0.7125012797958827 + }, + { + "train_step": 4237, + "sup_loss": 0.5265249258996905 + }, + { + "train_step": 4238, + "sup_loss": 0.6235659358505427 + }, + { + "train_step": 4239, + "sup_loss": 0.6442193251741992 + }, + { + "train_step": 4240, + "sup_loss": 0.6158607036390547 + }, + { + "train_step": 4241, + "sup_loss": 0.6229792037818619 + }, + { + "train_step": 4242, + "sup_loss": 0.5546469958937708 + }, + { + "train_step": 4243, + "sup_loss": 0.5791131062374628 + }, + { + "train_step": 4244, + "sup_loss": 0.48048107098019743 + }, + { + "train_step": 4245, + "sup_loss": 0.6178033263928338 + }, + { + "train_step": 4246, + "sup_loss": 0.638703318289825 + }, + { + "train_step": 4247, + "sup_loss": 0.6430756811950367 + }, + { + "train_step": 4248, + "sup_loss": 0.6533702087539426 + }, + { + "train_step": 4249, + "sup_loss": 0.4251366270196019 + }, + { + "train_step": 4250, + "sup_loss": 0.6386028878974707 + }, + { + "train_step": 4251, + "sup_loss": 0.24540758218757144 + }, + { + "train_step": 4252, + "sup_loss": 0.5275628002600128 + }, + { + "train_step": 4253, + "sup_loss": 0.618811526380544 + }, + { + "train_step": 4254, + "sup_loss": 0.8002682017184695 + }, + { + "train_step": 4255, + "sup_loss": 0.6539523705582784 + }, + { + "train_step": 4256, + "sup_loss": 0.5422161358056103 + }, + { + "train_step": 4257, + "sup_loss": 0.7555336826917537 + }, + { + "train_step": 4258, + "sup_loss": 0.5675417793575542 + }, + { + "train_step": 4259, + "sup_loss": 0.46390622324021624 + }, + { + "train_step": 4260, + "sup_loss": 0.6409554193094982 + }, + { + "train_step": 4261, + "sup_loss": 0.4842675053540223 + }, + { + "train_step": 4262, + "sup_loss": 0.8173651373479777 + }, + { + "train_step": 4263, + "sup_loss": 0.6107953703515773 + }, + { + "train_step": 4264, + "sup_loss": 0.5626951156355985 + }, + { + "train_step": 4265, + "sup_loss": 0.5638315898078099 + }, + { + "train_step": 4266, + "sup_loss": 0.4306782824383916 + }, + { + "train_step": 4267, + "sup_loss": 0.6150164335213073 + }, + { + "train_step": 4268, + "sup_loss": 0.9158692360966761 + }, + { + "train_step": 4269, + "sup_loss": 0.4699789509896858 + }, + { + "train_step": 4270, + "sup_loss": 0.6991134329229418 + }, + { + "train_step": 4271, + "sup_loss": 0.7563354232452394 + }, + { + "train_step": 4272, + "sup_loss": 0.5683281106199547 + }, + { + "train_step": 4273, + "sup_loss": 0.7501494702655367 + }, + { + "train_step": 4274, + "sup_loss": 0.5156759837075324 + }, + { + "train_step": 4275, + "sup_loss": 0.6564252058899238 + }, + { + "train_step": 4276, + "sup_loss": 0.4491305829884359 + }, + { + "train_step": 4277, + "sup_loss": 0.7568904841784028 + }, + { + "train_step": 4278, + "sup_loss": 0.740228115741076 + }, + { + "train_step": 4279, + "sup_loss": 0.7508280224522499 + }, + { + "train_step": 4280, + "sup_loss": 0.5286570304226188 + }, + { + "train_step": 4281, + "sup_loss": 0.4588994122214206 + }, + { + "train_step": 4282, + "sup_loss": 0.6207077557161214 + }, + { + "train_step": 4283, + "sup_loss": 0.38299895415009516 + }, + { + "train_step": 4284, + "sup_loss": 0.5340732843870546 + }, + { + "train_step": 4285, + "sup_loss": 0.5804049431798732 + }, + { + "train_step": 4286, + "sup_loss": 0.5148731324509922 + }, + { + "train_step": 4287, + "sup_loss": 0.5242914222101217 + }, + { + "train_step": 4288, + "sup_loss": 0.6696004520889118 + }, + { + "train_step": 4289, + "sup_loss": 0.5707609442629857 + }, + { + "train_step": 4290, + "sup_loss": 0.7043120253477532 + }, + { + "train_step": 4291, + "sup_loss": 0.7092326538518687 + }, + { + "train_step": 4292, + "sup_loss": 0.374808938533191 + }, + { + "train_step": 4293, + "sup_loss": 0.6681503389523928 + }, + { + "train_step": 4294, + "sup_loss": 0.716651648428501 + }, + { + "train_step": 4295, + "sup_loss": 0.6967861710169957 + }, + { + "train_step": 4296, + "sup_loss": 0.5109502290657244 + }, + { + "train_step": 4297, + "sup_loss": 0.49690364039727936 + }, + { + "train_step": 4298, + "sup_loss": 0.6036687671884804 + }, + { + "train_step": 4299, + "sup_loss": 0.46956620606520827 + }, + { + "train_step": 4300, + "sup_loss": 0.5073584216467345 + }, + { + "train_step": 4301, + "sup_loss": 0.383335821935938 + }, + { + "train_step": 4302, + "sup_loss": 0.5326432611674866 + }, + { + "train_step": 4303, + "sup_loss": 0.6016087080142735 + }, + { + "train_step": 4304, + "sup_loss": 0.48371864195307485 + }, + { + "train_step": 4305, + "sup_loss": 0.493400184300453 + }, + { + "train_step": 4306, + "sup_loss": 0.6741285943405504 + }, + { + "train_step": 4307, + "sup_loss": 0.8257656194021613 + }, + { + "train_step": 4308, + "sup_loss": 0.5012205582319315 + }, + { + "train_step": 4309, + "sup_loss": 0.5931894487892956 + }, + { + "train_step": 4310, + "sup_loss": 0.41918374549287596 + }, + { + "train_step": 4311, + "sup_loss": 0.568224123568165 + }, + { + "train_step": 4312, + "sup_loss": 0.4980405585081235 + }, + { + "train_step": 4313, + "sup_loss": 0.5761685994050985 + }, + { + "train_step": 4314, + "sup_loss": 0.6673369382806146 + }, + { + "train_step": 4315, + "sup_loss": 0.5497210323127819 + }, + { + "train_step": 4316, + "sup_loss": 0.4764506014673764 + }, + { + "train_step": 4317, + "sup_loss": 0.33975654999031046 + }, + { + "train_step": 4318, + "sup_loss": 0.49528571543556676 + }, + { + "train_step": 4319, + "sup_loss": 0.48505257241259747 + }, + { + "train_step": 4320, + "sup_loss": 0.596380423211957 + }, + { + "train_step": 4321, + "sup_loss": 0.6440917755790921 + }, + { + "train_step": 4322, + "sup_loss": 0.5314911752501044 + }, + { + "train_step": 4323, + "sup_loss": 0.5664113495852414 + }, + { + "train_step": 4324, + "sup_loss": 0.6064885107547542 + }, + { + "train_step": 4325, + "sup_loss": 0.7280495485863424 + }, + { + "train_step": 4326, + "sup_loss": 0.649210516965383 + }, + { + "train_step": 4327, + "sup_loss": 0.3818550121732392 + }, + { + "train_step": 4328, + "sup_loss": 0.43887812481072 + }, + { + "train_step": 4329, + "sup_loss": 0.5323765032372646 + }, + { + "train_step": 4330, + "sup_loss": 0.5344035381008163 + }, + { + "train_step": 4331, + "sup_loss": 0.784848985758154 + }, + { + "train_step": 4332, + "sup_loss": 0.5084786483627458 + }, + { + "train_step": 4333, + "sup_loss": 0.5952674222536364 + }, + { + "train_step": 4334, + "sup_loss": 0.5101422933828206 + }, + { + "train_step": 4335, + "sup_loss": 0.8619388760541906 + }, + { + "train_step": 4336, + "sup_loss": 0.6050606452201837 + }, + { + "train_step": 4337, + "sup_loss": 0.4873360703299982 + }, + { + "train_step": 4338, + "sup_loss": 0.6355558617654702 + }, + { + "train_step": 4339, + "sup_loss": 0.7268955031794494 + }, + { + "train_step": 4340, + "sup_loss": 0.5672188626106793 + }, + { + "train_step": 4341, + "sup_loss": 0.7389119578844903 + }, + { + "train_step": 4342, + "sup_loss": 0.5804349675056716 + }, + { + "train_step": 4343, + "sup_loss": 0.48692417722872056 + }, + { + "train_step": 4344, + "sup_loss": 0.5069755271585848 + }, + { + "train_step": 4345, + "sup_loss": 0.7459072008538926 + }, + { + "train_step": 4346, + "sup_loss": 0.5080167323462554 + }, + { + "train_step": 4347, + "sup_loss": 0.7027730113916903 + }, + { + "train_step": 4348, + "sup_loss": 0.5032098529613702 + }, + { + "train_step": 4349, + "sup_loss": 0.7036994421002691 + }, + { + "train_step": 4350, + "sup_loss": 0.6844319059952878 + }, + { + "train_step": 4351, + "sup_loss": 0.44653714598563643 + }, + { + "train_step": 4352, + "sup_loss": 0.41883677876937986 + }, + { + "train_step": 4353, + "sup_loss": 0.48879950479446765 + }, + { + "train_step": 4354, + "sup_loss": 0.7150800135469965 + }, + { + "train_step": 4355, + "sup_loss": 0.5153916478785856 + }, + { + "train_step": 4356, + "sup_loss": 0.4505472959650801 + }, + { + "train_step": 4357, + "sup_loss": 0.6351468074397097 + }, + { + "train_step": 4358, + "sup_loss": 0.6899401819101243 + }, + { + "train_step": 4359, + "sup_loss": 0.56081254519393 + }, + { + "train_step": 4360, + "sup_loss": 0.6285211824441438 + }, + { + "train_step": 4361, + "sup_loss": 0.6842340133573317 + }, + { + "train_step": 4362, + "sup_loss": 0.510557842673987 + }, + { + "train_step": 4363, + "sup_loss": 0.7702686208891965 + }, + { + "train_step": 4364, + "sup_loss": 0.40482803666948985 + }, + { + "train_step": 4365, + "sup_loss": 0.610974032127679 + }, + { + "train_step": 4366, + "sup_loss": 0.40305421185662904 + }, + { + "train_step": 4367, + "sup_loss": 0.46033762040527404 + }, + { + "train_step": 4368, + "sup_loss": 0.714976725167373 + }, + { + "train_step": 4369, + "sup_loss": 0.6048065289613568 + }, + { + "train_step": 4370, + "sup_loss": 0.6102689813698073 + }, + { + "train_step": 4371, + "sup_loss": 0.5383447568762915 + }, + { + "train_step": 4372, + "sup_loss": 0.46584306620170485 + }, + { + "train_step": 4373, + "sup_loss": 0.39280207904373315 + }, + { + "train_step": 4374, + "sup_loss": 0.6896251263481684 + }, + { + "train_step": 4375, + "sup_loss": 0.696198535818688 + }, + { + "train_step": 4376, + "sup_loss": 0.3794233388173346 + }, + { + "train_step": 4377, + "sup_loss": 0.8901974669443008 + }, + { + "train_step": 4378, + "sup_loss": 0.7340346453066178 + }, + { + "train_step": 4379, + "sup_loss": 0.6591816038904594 + }, + { + "train_step": 4380, + "sup_loss": 0.5719082829321669 + }, + { + "train_step": 4381, + "sup_loss": 0.46483759902214217 + }, + { + "train_step": 4382, + "sup_loss": 0.4961884452408603 + }, + { + "train_step": 4383, + "sup_loss": 0.3999968369528457 + }, + { + "train_step": 4384, + "sup_loss": 0.5939004904400044 + }, + { + "train_step": 4385, + "sup_loss": 0.5298919793258633 + }, + { + "train_step": 4386, + "sup_loss": 0.5622232001530145 + }, + { + "train_step": 4387, + "sup_loss": 0.8170239660111001 + }, + { + "train_step": 4388, + "sup_loss": 0.7235829222506337 + }, + { + "train_step": 4389, + "sup_loss": 0.498134963133015 + }, + { + "train_step": 4390, + "sup_loss": 0.5208208613089337 + }, + { + "train_step": 4391, + "sup_loss": 0.5789164985949232 + }, + { + "train_step": 4392, + "sup_loss": 0.40851224155163757 + }, + { + "train_step": 4393, + "sup_loss": 0.635313061316645 + }, + { + "train_step": 4394, + "sup_loss": 0.5951359348509188 + }, + { + "train_step": 4395, + "sup_loss": 0.6004219998127428 + }, + { + "train_step": 4396, + "sup_loss": 0.45267337210000086 + }, + { + "train_step": 4397, + "sup_loss": 0.8669845555773861 + }, + { + "train_step": 4398, + "sup_loss": 0.6318707319930486 + }, + { + "train_step": 4399, + "sup_loss": 0.5741503939510413 + }, + { + "train_step": 4400, + "sup_loss": 0.6609636417641032 + }, + { + "train_step": 4401, + "sup_loss": 0.6093354472522187 + }, + { + "train_step": 4402, + "sup_loss": 0.42128457208177805 + }, + { + "train_step": 4403, + "sup_loss": 0.5788503393215445 + }, + { + "train_step": 4404, + "sup_loss": 0.5964402491226357 + }, + { + "train_step": 4405, + "sup_loss": 0.5024511376889831 + }, + { + "train_step": 4406, + "sup_loss": 0.55152303508773 + }, + { + "train_step": 4407, + "sup_loss": 0.7600553758574363 + }, + { + "train_step": 4408, + "sup_loss": 0.4175363692426586 + }, + { + "train_step": 4409, + "sup_loss": 0.5376264243986625 + }, + { + "train_step": 4410, + "sup_loss": 0.35784596509436906 + }, + { + "train_step": 4411, + "sup_loss": 0.6933956100406994 + }, + { + "train_step": 4412, + "sup_loss": 0.7037824531182914 + }, + { + "train_step": 4413, + "sup_loss": 0.5004073024103372 + }, + { + "train_step": 4414, + "sup_loss": 0.42465096781394673 + }, + { + "train_step": 4415, + "sup_loss": 0.6643489482838087 + }, + { + "train_step": 4416, + "sup_loss": 0.5402313437110279 + }, + { + "train_step": 4417, + "sup_loss": 0.6941612826206529 + }, + { + "train_step": 4418, + "sup_loss": 0.36439274073895256 + }, + { + "train_step": 4419, + "sup_loss": 0.5608643697254383 + }, + { + "train_step": 4420, + "sup_loss": 0.5577414969397518 + }, + { + "train_step": 4421, + "sup_loss": 0.5005107359572364 + }, + { + "train_step": 4422, + "sup_loss": 0.6111429198231519 + }, + { + "train_step": 4423, + "sup_loss": 0.571646899900639 + }, + { + "train_step": 4424, + "sup_loss": 0.6255576652851937 + }, + { + "train_step": 4425, + "sup_loss": 0.6994301449322914 + }, + { + "train_step": 4426, + "sup_loss": 0.7459502586852919 + }, + { + "train_step": 4427, + "sup_loss": 0.49658784009589985 + }, + { + "train_step": 4428, + "sup_loss": 0.6169582382057771 + }, + { + "train_step": 4429, + "sup_loss": 0.5628487219998275 + }, + { + "train_step": 4430, + "sup_loss": 0.5824765635018215 + }, + { + "train_step": 4431, + "sup_loss": 0.6296111268494703 + }, + { + "train_step": 4432, + "sup_loss": 0.694174329087293 + }, + { + "train_step": 4433, + "sup_loss": 0.7103531105175156 + }, + { + "train_step": 4434, + "sup_loss": 0.5576347433752035 + }, + { + "train_step": 4435, + "sup_loss": 0.5002324541746991 + }, + { + "train_step": 4436, + "sup_loss": 0.6980099219366156 + }, + { + "train_step": 4437, + "sup_loss": 0.4071935654909076 + }, + { + "train_step": 4438, + "sup_loss": 0.754616307626528 + }, + { + "train_step": 4439, + "sup_loss": 0.6093003099353576 + }, + { + "train_step": 4440, + "sup_loss": 0.5415657430690902 + }, + { + "train_step": 4441, + "sup_loss": 0.2842082999310983 + }, + { + "train_step": 4442, + "sup_loss": 0.5236481425756377 + }, + { + "train_step": 4443, + "sup_loss": 0.6801717516580418 + }, + { + "train_step": 4444, + "sup_loss": 0.5209619587926129 + }, + { + "train_step": 4445, + "sup_loss": 0.6586008061932759 + }, + { + "train_step": 4446, + "sup_loss": 0.46559846714776887 + }, + { + "train_step": 4447, + "sup_loss": 0.7600310573268527 + }, + { + "train_step": 4448, + "sup_loss": 0.339488415707297 + }, + { + "train_step": 4449, + "sup_loss": 0.4460132983548145 + }, + { + "train_step": 4450, + "sup_loss": 0.7822180287306034 + }, + { + "train_step": 4451, + "sup_loss": 0.7427193979777945 + }, + { + "train_step": 4452, + "sup_loss": 0.6041613152377108 + }, + { + "train_step": 4453, + "sup_loss": 0.5645281832078531 + }, + { + "train_step": 4454, + "sup_loss": 0.6981670298758341 + }, + { + "train_step": 4455, + "sup_loss": 0.6520238941950719 + }, + { + "train_step": 4456, + "sup_loss": 0.604373780990268 + }, + { + "train_step": 4457, + "sup_loss": 0.47732816088511587 + }, + { + "train_step": 4458, + "sup_loss": 0.5052255657724731 + }, + { + "train_step": 4459, + "sup_loss": 0.5785242880757753 + }, + { + "train_step": 4460, + "sup_loss": 0.48195807256196105 + }, + { + "train_step": 4461, + "sup_loss": 0.5138365351839186 + }, + { + "train_step": 4462, + "sup_loss": 0.5084197196553716 + }, + { + "train_step": 4463, + "sup_loss": 0.5128654377900195 + }, + { + "train_step": 4464, + "sup_loss": 0.5198409262536582 + }, + { + "train_step": 4465, + "sup_loss": 0.6623478690514353 + }, + { + "train_step": 4466, + "sup_loss": 0.4725117936090352 + }, + { + "train_step": 4467, + "sup_loss": 0.6651631693550896 + }, + { + "train_step": 4468, + "sup_loss": 0.4988359518437189 + }, + { + "train_step": 4469, + "sup_loss": 0.36252031866917384 + }, + { + "train_step": 4470, + "sup_loss": 0.5943268500112344 + }, + { + "train_step": 4471, + "sup_loss": 0.2468957272961137 + }, + { + "train_step": 4472, + "sup_loss": 0.7243050735648268 + }, + { + "train_step": 4473, + "sup_loss": 0.6047245989308156 + }, + { + "train_step": 4474, + "sup_loss": 0.5572766917315969 + }, + { + "train_step": 4475, + "sup_loss": 0.5214264243070152 + }, + { + "train_step": 4476, + "sup_loss": 0.8093799361624341 + }, + { + "train_step": 4477, + "sup_loss": 0.6909272599417562 + }, + { + "train_step": 4478, + "sup_loss": 0.5888524391959595 + }, + { + "train_step": 4479, + "sup_loss": 0.5796775786133743 + }, + { + "train_step": 4480, + "sup_loss": 0.4655593966097883 + }, + { + "train_step": 4481, + "sup_loss": 0.6579615660892209 + }, + { + "train_step": 4482, + "sup_loss": 0.5843668443655134 + }, + { + "train_step": 4483, + "sup_loss": 0.8214732777632981 + }, + { + "train_step": 4484, + "sup_loss": 0.6939026964600301 + }, + { + "train_step": 4485, + "sup_loss": 0.4455917350517831 + }, + { + "train_step": 4486, + "sup_loss": 0.5175886316256153 + }, + { + "train_step": 4487, + "sup_loss": 0.5274666148441297 + }, + { + "train_step": 4488, + "sup_loss": 0.660758209056754 + }, + { + "train_step": 4489, + "sup_loss": 0.7464532117255416 + }, + { + "train_step": 4490, + "sup_loss": 0.3110909361033631 + }, + { + "train_step": 4491, + "sup_loss": 0.6179614992730835 + }, + { + "train_step": 4492, + "sup_loss": 0.7433551531669066 + }, + { + "train_step": 4493, + "sup_loss": 0.7253796153612856 + }, + { + "train_step": 4494, + "sup_loss": 0.6747076903398526 + }, + { + "train_step": 4495, + "sup_loss": 0.5998554676920914 + }, + { + "train_step": 4496, + "sup_loss": 0.5135270510594189 + }, + { + "train_step": 4497, + "sup_loss": 0.7102711813623225 + }, + { + "train_step": 4498, + "sup_loss": 0.7757930702582351 + }, + { + "train_step": 4499, + "sup_loss": 0.4014256352935637 + }, + { + "train_step": 4500, + "sup_loss": 0.6204527149435132 + }, + { + "train_step": 4501, + "sup_loss": 0.5217221525450528 + }, + { + "train_step": 4502, + "sup_loss": 0.7377614585713786 + }, + { + "train_step": 4503, + "sup_loss": 0.558442116442782 + }, + { + "train_step": 4504, + "sup_loss": 0.6413273876383678 + }, + { + "train_step": 4505, + "sup_loss": 0.6651265964483565 + }, + { + "train_step": 4506, + "sup_loss": 0.4860212712709667 + }, + { + "train_step": 4507, + "sup_loss": 0.6986187657549718 + }, + { + "train_step": 4508, + "sup_loss": 0.43524869057987164 + }, + { + "train_step": 4509, + "sup_loss": 0.6368630625737446 + }, + { + "train_step": 4510, + "sup_loss": 0.5166901333867537 + }, + { + "train_step": 4511, + "sup_loss": 0.7160562814851605 + }, + { + "train_step": 4512, + "sup_loss": 0.5707297271060884 + }, + { + "train_step": 4513, + "sup_loss": 0.7023243672791553 + }, + { + "train_step": 4514, + "sup_loss": 0.5019908377542692 + }, + { + "train_step": 4515, + "sup_loss": 0.6497307015160482 + }, + { + "train_step": 4516, + "sup_loss": 0.32683038391602465 + }, + { + "train_step": 4517, + "sup_loss": 0.7504413872933593 + }, + { + "train_step": 4518, + "sup_loss": 0.5948107230372962 + }, + { + "train_step": 4519, + "sup_loss": 0.5572892178004951 + }, + { + "train_step": 4520, + "sup_loss": 0.5767538971769384 + }, + { + "train_step": 4521, + "sup_loss": 0.4049030087915831 + }, + { + "train_step": 4522, + "sup_loss": 0.4600475939824006 + }, + { + "train_step": 4523, + "sup_loss": 0.7661641123028328 + }, + { + "train_step": 4524, + "sup_loss": 0.4972333142555696 + }, + { + "train_step": 4525, + "sup_loss": 0.5932332178486447 + }, + { + "train_step": 4526, + "sup_loss": 0.3443990333307067 + }, + { + "train_step": 4527, + "sup_loss": 0.4155325455219635 + }, + { + "train_step": 4528, + "sup_loss": 0.5835248003274826 + }, + { + "train_step": 4529, + "sup_loss": 0.7168004783438845 + }, + { + "train_step": 4530, + "sup_loss": 0.4576621729917546 + }, + { + "train_step": 4531, + "sup_loss": 0.747703344109412 + }, + { + "train_step": 4532, + "sup_loss": 0.4919693089137649 + }, + { + "train_step": 4533, + "sup_loss": 0.5550688328859089 + }, + { + "train_step": 4534, + "sup_loss": 0.6477973621742025 + }, + { + "train_step": 4535, + "sup_loss": 0.42971407362903163 + }, + { + "train_step": 4536, + "sup_loss": 0.5739253281641674 + }, + { + "train_step": 4537, + "sup_loss": 0.5647103714040618 + }, + { + "train_step": 4538, + "sup_loss": 0.49106208280087404 + }, + { + "train_step": 4539, + "sup_loss": 0.6738992542914757 + }, + { + "train_step": 4540, + "sup_loss": 0.44326953492689153 + }, + { + "train_step": 4541, + "sup_loss": 0.5402199418657898 + }, + { + "train_step": 4542, + "sup_loss": 0.40443670528883024 + }, + { + "train_step": 4543, + "sup_loss": 0.5075171971900587 + }, + { + "train_step": 4544, + "sup_loss": 0.6217684846900936 + }, + { + "train_step": 4545, + "sup_loss": 0.3183481416188661 + }, + { + "train_step": 4546, + "sup_loss": 0.443336355575417 + }, + { + "train_step": 4547, + "sup_loss": 0.5227673241712317 + }, + { + "train_step": 4548, + "sup_loss": 0.7017891840603749 + }, + { + "train_step": 4549, + "sup_loss": 0.5779921153858845 + }, + { + "train_step": 4550, + "sup_loss": 0.4507244761435352 + }, + { + "train_step": 4551, + "sup_loss": 0.6483942786741772 + }, + { + "train_step": 4552, + "sup_loss": 0.6032618681565518 + }, + { + "train_step": 4553, + "sup_loss": 0.40810316723797097 + }, + { + "train_step": 4554, + "sup_loss": 0.6160672038094823 + }, + { + "train_step": 4555, + "sup_loss": 0.5752034257805791 + }, + { + "train_step": 4556, + "sup_loss": 0.48336889473564026 + }, + { + "train_step": 4557, + "sup_loss": 0.7467961918882589 + }, + { + "train_step": 4558, + "sup_loss": 0.5546092151392467 + }, + { + "train_step": 4559, + "sup_loss": 0.5558642566276791 + }, + { + "train_step": 4560, + "sup_loss": 0.6952224843402393 + }, + { + "train_step": 4561, + "sup_loss": 0.6196507367847941 + }, + { + "train_step": 4562, + "sup_loss": 0.5627496620860801 + }, + { + "train_step": 4563, + "sup_loss": 0.7169840296483333 + }, + { + "train_step": 4564, + "sup_loss": 0.5867057062679254 + }, + { + "train_step": 4565, + "sup_loss": 0.5764611437160317 + }, + { + "train_step": 4566, + "sup_loss": 0.19474359059336854 + }, + { + "train_step": 4567, + "sup_loss": 0.4708634452310851 + }, + { + "train_step": 4568, + "sup_loss": 0.7188334549502085 + }, + { + "train_step": 4569, + "sup_loss": 0.30415086073613146 + }, + { + "train_step": 4570, + "sup_loss": 0.5390715422532992 + }, + { + "train_step": 4571, + "sup_loss": 0.7523442372242417 + }, + { + "train_step": 4572, + "sup_loss": 0.4540495587639851 + }, + { + "train_step": 4573, + "sup_loss": 0.6277397918663781 + }, + { + "train_step": 4574, + "sup_loss": 0.47370539366245223 + }, + { + "train_step": 4575, + "sup_loss": 0.6748438220254173 + }, + { + "train_step": 4576, + "sup_loss": 0.6541526983807611 + }, + { + "train_step": 4577, + "sup_loss": 0.5581979143618142 + }, + { + "train_step": 4578, + "sup_loss": 0.712616028258018 + }, + { + "train_step": 4579, + "sup_loss": 0.6061017292663028 + }, + { + "train_step": 4580, + "sup_loss": 0.6036248085171092 + }, + { + "train_step": 4581, + "sup_loss": 0.47476554693811557 + }, + { + "train_step": 4582, + "sup_loss": 0.5037506607530398 + }, + { + "train_step": 4583, + "sup_loss": 0.5127206464900811 + }, + { + "train_step": 4584, + "sup_loss": 0.6628096203504601 + }, + { + "train_step": 4585, + "sup_loss": 0.7683901588282902 + }, + { + "train_step": 4586, + "sup_loss": 0.7459600917715082 + }, + { + "train_step": 4587, + "sup_loss": 0.6085020575574768 + }, + { + "train_step": 4588, + "sup_loss": 0.7048214299550585 + }, + { + "train_step": 4589, + "sup_loss": 0.6552619614951645 + }, + { + "train_step": 4590, + "sup_loss": 0.5669628352653686 + }, + { + "train_step": 4591, + "sup_loss": 0.6086166949526864 + }, + { + "train_step": 4592, + "sup_loss": 0.7098806409435612 + }, + { + "train_step": 4593, + "sup_loss": 0.7323981419229908 + }, + { + "train_step": 4594, + "sup_loss": 0.5432206735732401 + }, + { + "train_step": 4595, + "sup_loss": 0.6334024315460207 + }, + { + "train_step": 4596, + "sup_loss": 0.6360026912074649 + }, + { + "train_step": 4597, + "sup_loss": 0.5957961119073977 + }, + { + "train_step": 4598, + "sup_loss": 0.6114994565004164 + }, + { + "train_step": 4599, + "sup_loss": 0.41331227190314795 + }, + { + "train_step": 4600, + "sup_loss": 0.5034804568506474 + }, + { + "train_step": 4601, + "sup_loss": 0.8113884745155352 + }, + { + "train_step": 4602, + "sup_loss": 0.5841459102468077 + }, + { + "train_step": 4603, + "sup_loss": 0.48229353288348825 + }, + { + "train_step": 4604, + "sup_loss": 0.7092933863067679 + }, + { + "train_step": 4605, + "sup_loss": 0.6031672773671123 + }, + { + "train_step": 4606, + "sup_loss": 0.7173226666010468 + }, + { + "train_step": 4607, + "sup_loss": 0.6062577743798901 + }, + { + "train_step": 4608, + "sup_loss": 0.8008568892628148 + }, + { + "train_step": 4609, + "sup_loss": 0.7267162451711028 + }, + { + "train_step": 4610, + "sup_loss": 0.7169216947882092 + }, + { + "train_step": 4611, + "sup_loss": 0.6703617077920675 + }, + { + "train_step": 4612, + "sup_loss": 0.7808805554236218 + }, + { + "train_step": 4613, + "sup_loss": 0.7188404500997311 + }, + { + "train_step": 4614, + "sup_loss": 0.6211931638757653 + }, + { + "train_step": 4615, + "sup_loss": 0.6633252865918318 + }, + { + "train_step": 4616, + "sup_loss": 0.4855885613306505 + }, + { + "train_step": 4617, + "sup_loss": 0.4946829693398747 + }, + { + "train_step": 4618, + "sup_loss": 0.46156411841539846 + }, + { + "train_step": 4619, + "sup_loss": 0.5198530996486949 + }, + { + "train_step": 4620, + "sup_loss": 0.5383149684829113 + }, + { + "train_step": 4621, + "sup_loss": 0.3908719481248151 + }, + { + "train_step": 4622, + "sup_loss": 0.25991686604395575 + }, + { + "train_step": 4623, + "sup_loss": 0.673592598941774 + }, + { + "train_step": 4624, + "sup_loss": 0.72171204243645 + }, + { + "train_step": 4625, + "sup_loss": 0.4998412379199468 + }, + { + "train_step": 4626, + "sup_loss": 0.5738230210903915 + }, + { + "train_step": 4627, + "sup_loss": 0.6664610516620532 + }, + { + "train_step": 4628, + "sup_loss": 0.7954253320174615 + }, + { + "train_step": 4629, + "sup_loss": 0.5467251882989499 + }, + { + "train_step": 4630, + "sup_loss": 0.7913193200186299 + }, + { + "train_step": 4631, + "sup_loss": 0.49624110048599657 + }, + { + "train_step": 4632, + "sup_loss": 0.5298136135445104 + }, + { + "train_step": 4633, + "sup_loss": 0.6574240929931794 + }, + { + "train_step": 4634, + "sup_loss": 0.6209152962994746 + }, + { + "train_step": 4635, + "sup_loss": 0.5419707384325587 + }, + { + "train_step": 4636, + "sup_loss": 0.5953045342186852 + }, + { + "train_step": 4637, + "sup_loss": 0.5554191975659664 + }, + { + "train_step": 4638, + "sup_loss": 0.6597897454026109 + }, + { + "train_step": 4639, + "sup_loss": 0.5424145320818875 + }, + { + "train_step": 4640, + "sup_loss": 0.5834988659233128 + }, + { + "train_step": 4641, + "sup_loss": 0.5601923110600886 + }, + { + "train_step": 4642, + "sup_loss": 0.5036124321420001 + }, + { + "train_step": 4643, + "sup_loss": 0.7086088236873994 + }, + { + "train_step": 4644, + "sup_loss": 0.8360839899940076 + }, + { + "train_step": 4645, + "sup_loss": 0.7384659636564469 + }, + { + "train_step": 4646, + "sup_loss": 0.5173622129052394 + }, + { + "train_step": 4647, + "sup_loss": 0.5599607585498659 + }, + { + "train_step": 4648, + "sup_loss": 0.6639760461419003 + }, + { + "train_step": 4649, + "sup_loss": 0.588583231490555 + }, + { + "train_step": 4650, + "sup_loss": 0.7256871522109084 + }, + { + "train_step": 4651, + "sup_loss": 0.6499518936709949 + }, + { + "train_step": 4652, + "sup_loss": 0.6169496320968025 + }, + { + "train_step": 4653, + "sup_loss": 0.5067959372034183 + }, + { + "train_step": 4654, + "sup_loss": 0.524590814350213 + }, + { + "train_step": 4655, + "sup_loss": 0.4458591674245024 + }, + { + "train_step": 4656, + "sup_loss": 0.6232210847281747 + }, + { + "train_step": 4657, + "sup_loss": 0.7857100226701997 + }, + { + "train_step": 4658, + "sup_loss": 0.7728970740989171 + }, + { + "train_step": 4659, + "sup_loss": 0.6196672810375422 + }, + { + "train_step": 4660, + "sup_loss": 0.6689159693423087 + }, + { + "train_step": 4661, + "sup_loss": 0.656094676369403 + }, + { + "train_step": 4662, + "sup_loss": 0.40573422744260984 + }, + { + "train_step": 4663, + "sup_loss": 0.3618916786707808 + }, + { + "train_step": 4664, + "sup_loss": 0.4096536071594558 + }, + { + "train_step": 4665, + "sup_loss": 0.6377894340658837 + }, + { + "train_step": 4666, + "sup_loss": 0.6678565442876706 + }, + { + "train_step": 4667, + "sup_loss": 0.3862166837868758 + }, + { + "train_step": 4668, + "sup_loss": 0.7113571433322975 + }, + { + "train_step": 4669, + "sup_loss": 0.4815998480266612 + }, + { + "train_step": 4670, + "sup_loss": 0.6401821802715653 + }, + { + "train_step": 4671, + "sup_loss": 0.5844480789490082 + }, + { + "train_step": 4672, + "sup_loss": 0.6134140761933862 + }, + { + "train_step": 4673, + "sup_loss": 0.43463099311113906 + }, + { + "train_step": 4674, + "sup_loss": 0.6994569264763364 + }, + { + "train_step": 4675, + "sup_loss": 0.48077007034679015 + }, + { + "train_step": 4676, + "sup_loss": 0.5220209543040423 + }, + { + "train_step": 4677, + "sup_loss": 0.5391382109562 + }, + { + "train_step": 4678, + "sup_loss": 0.4328138796687799 + }, + { + "train_step": 4679, + "sup_loss": 0.5886020489006911 + }, + { + "train_step": 4680, + "sup_loss": 0.6254410500504806 + }, + { + "train_step": 4681, + "sup_loss": 0.7675169511519515 + }, + { + "train_step": 4682, + "sup_loss": 0.5143578717313362 + }, + { + "train_step": 4683, + "sup_loss": 0.7078001998031676 + }, + { + "train_step": 4684, + "sup_loss": 0.6826333869492425 + }, + { + "train_step": 4685, + "sup_loss": 0.8838377514213531 + }, + { + "train_step": 4686, + "sup_loss": 0.6377849101776227 + }, + { + "train_step": 4687, + "sup_loss": 0.660457122376116 + }, + { + "train_step": 4688, + "sup_loss": 0.7440374355916638 + }, + { + "train_step": 4689, + "sup_loss": 0.6768074261593169 + }, + { + "train_step": 4690, + "sup_loss": 0.5167852242822412 + }, + { + "train_step": 4691, + "sup_loss": 0.5400047365925339 + }, + { + "train_step": 4692, + "sup_loss": 0.8101319412543417 + }, + { + "train_step": 4693, + "sup_loss": 0.6513300153398875 + }, + { + "train_step": 4694, + "sup_loss": 0.53998840026403 + }, + { + "train_step": 4695, + "sup_loss": 0.7567675044861315 + }, + { + "train_step": 4696, + "sup_loss": 0.5513592778185195 + }, + { + "train_step": 4697, + "sup_loss": 0.5766294814118783 + }, + { + "train_step": 4698, + "sup_loss": 0.729999796462824 + }, + { + "train_step": 4699, + "sup_loss": 0.655707073939634 + }, + { + "train_step": 4700, + "sup_loss": 0.5410398227042312 + }, + { + "train_step": 4701, + "sup_loss": 0.3588592560646339 + }, + { + "train_step": 4702, + "sup_loss": 0.7323481341850415 + }, + { + "train_step": 4703, + "sup_loss": 0.4155107171432505 + }, + { + "train_step": 4704, + "sup_loss": 0.6537496363941653 + }, + { + "train_step": 4705, + "sup_loss": 0.6240027771555617 + }, + { + "train_step": 4706, + "sup_loss": 0.47824435510814867 + }, + { + "train_step": 4707, + "sup_loss": 0.3974752460486183 + }, + { + "train_step": 4708, + "sup_loss": 0.4644208140663279 + }, + { + "train_step": 4709, + "sup_loss": 0.43516152448298595 + }, + { + "train_step": 4710, + "sup_loss": 0.659692942986645 + }, + { + "train_step": 4711, + "sup_loss": 0.4066320315794655 + }, + { + "train_step": 4712, + "sup_loss": 0.4916447992813487 + }, + { + "train_step": 4713, + "sup_loss": 0.30111593216460536 + }, + { + "train_step": 4714, + "sup_loss": 0.35551861499425974 + }, + { + "train_step": 4715, + "sup_loss": 0.4671029036549823 + }, + { + "train_step": 4716, + "sup_loss": 0.5812072502308215 + }, + { + "train_step": 4717, + "sup_loss": 0.2570094400805053 + }, + { + "train_step": 4718, + "sup_loss": 0.8164558534548583 + }, + { + "train_step": 4719, + "sup_loss": 0.637228568072697 + }, + { + "train_step": 4720, + "sup_loss": 0.6496546439513605 + }, + { + "train_step": 4721, + "sup_loss": 0.4002491220905038 + }, + { + "train_step": 4722, + "sup_loss": 0.5643394510857801 + }, + { + "train_step": 4723, + "sup_loss": 0.43187457378754773 + }, + { + "train_step": 4724, + "sup_loss": 0.5934885714333069 + }, + { + "train_step": 4725, + "sup_loss": 0.3895713715988491 + }, + { + "train_step": 4726, + "sup_loss": 0.48327809111740694 + }, + { + "train_step": 4727, + "sup_loss": 0.32170403559311644 + }, + { + "train_step": 4728, + "sup_loss": 0.40533288799098277 + }, + { + "train_step": 4729, + "sup_loss": 0.5422683834486244 + }, + { + "train_step": 4730, + "sup_loss": 0.4653691213811729 + }, + { + "train_step": 4731, + "sup_loss": 0.7587738055230253 + }, + { + "train_step": 4732, + "sup_loss": 0.5717171015161147 + }, + { + "train_step": 4733, + "sup_loss": 0.5929266511825845 + }, + { + "train_step": 4734, + "sup_loss": 0.42857890448569946 + }, + { + "train_step": 4735, + "sup_loss": 0.6400351045059072 + }, + { + "train_step": 4736, + "sup_loss": 0.5618010135899199 + }, + { + "train_step": 4737, + "sup_loss": 0.50573583952006 + }, + { + "train_step": 4738, + "sup_loss": 0.5699600835510884 + }, + { + "train_step": 4739, + "sup_loss": 0.7257426813790312 + }, + { + "train_step": 4740, + "sup_loss": 0.5801768801822988 + }, + { + "train_step": 4741, + "sup_loss": 0.7293895220057275 + }, + { + "train_step": 4742, + "sup_loss": 0.7405845699792298 + }, + { + "train_step": 4743, + "sup_loss": 0.8986671735750392 + }, + { + "train_step": 4744, + "sup_loss": 1.0329967000846143 + }, + { + "train_step": 4745, + "sup_loss": 0.41051958833397645 + }, + { + "train_step": 4746, + "sup_loss": 0.6678543928398113 + }, + { + "train_step": 4747, + "sup_loss": 0.6605560256863976 + }, + { + "train_step": 4748, + "sup_loss": 0.8479190735592442 + }, + { + "train_step": 4749, + "sup_loss": 0.5656907234978362 + }, + { + "train_step": 4750, + "sup_loss": 0.5475215440713999 + }, + { + "train_step": 4751, + "sup_loss": 0.623911391030647 + }, + { + "train_step": 4752, + "sup_loss": 0.4324353369324858 + }, + { + "train_step": 4753, + "sup_loss": 0.876207425889081 + }, + { + "train_step": 4754, + "sup_loss": 0.6648243161036023 + }, + { + "train_step": 4755, + "sup_loss": 0.577695566028366 + }, + { + "train_step": 4756, + "sup_loss": 0.6304289245795724 + }, + { + "train_step": 4757, + "sup_loss": 0.6421825146288903 + }, + { + "train_step": 4758, + "sup_loss": 0.6386300614363384 + }, + { + "train_step": 4759, + "sup_loss": 0.48608256036706665 + }, + { + "train_step": 4760, + "sup_loss": 0.771098235128847 + }, + { + "train_step": 4761, + "sup_loss": 0.6278597018101607 + }, + { + "train_step": 4762, + "sup_loss": 0.6477430995062892 + }, + { + "train_step": 4763, + "sup_loss": 0.7540685715545944 + }, + { + "train_step": 4764, + "sup_loss": 0.6546913842568471 + }, + { + "train_step": 4765, + "sup_loss": 0.49906948497103615 + }, + { + "train_step": 4766, + "sup_loss": 0.6604770861060466 + }, + { + "train_step": 4767, + "sup_loss": 0.5493858478353238 + }, + { + "train_step": 4768, + "sup_loss": 0.6536240896354418 + }, + { + "train_step": 4769, + "sup_loss": 0.6164788949013913 + }, + { + "train_step": 4770, + "sup_loss": 0.6172347788534629 + }, + { + "train_step": 4771, + "sup_loss": 0.6489234728432568 + }, + { + "train_step": 4772, + "sup_loss": 0.3541790642656875 + }, + { + "train_step": 4773, + "sup_loss": 0.591129794661068 + }, + { + "train_step": 4774, + "sup_loss": 0.7600620281972251 + }, + { + "train_step": 4775, + "sup_loss": 0.49631689435952286 + }, + { + "train_step": 4776, + "sup_loss": 0.6733799993066092 + }, + { + "train_step": 4777, + "sup_loss": 0.47579813512199287 + }, + { + "train_step": 4778, + "sup_loss": 0.5523620734738828 + }, + { + "train_step": 4779, + "sup_loss": 0.7911320839725132 + }, + { + "train_step": 4780, + "sup_loss": 0.5785635632640644 + }, + { + "train_step": 4781, + "sup_loss": 0.6534983804138195 + }, + { + "train_step": 4782, + "sup_loss": 0.7884477525575453 + }, + { + "train_step": 4783, + "sup_loss": 0.6118175158345963 + }, + { + "train_step": 4784, + "sup_loss": 0.7145003435349183 + }, + { + "train_step": 4785, + "sup_loss": 0.6347612374409626 + }, + { + "train_step": 4786, + "sup_loss": 0.5838303689683197 + }, + { + "train_step": 4787, + "sup_loss": 0.4762259303115375 + }, + { + "train_step": 4788, + "sup_loss": 0.7550064704927857 + }, + { + "train_step": 4789, + "sup_loss": 0.3270247506956226 + }, + { + "train_step": 4790, + "sup_loss": 0.46159021659814087 + }, + { + "train_step": 4791, + "sup_loss": 0.5905616100725712 + }, + { + "train_step": 4792, + "sup_loss": 0.5378780066730842 + }, + { + "train_step": 4793, + "sup_loss": 0.3702697457553981 + }, + { + "train_step": 4794, + "sup_loss": 0.5354717724460982 + }, + { + "train_step": 4795, + "sup_loss": 0.5132624873838662 + }, + { + "train_step": 4796, + "sup_loss": 0.591140209814827 + }, + { + "train_step": 4797, + "sup_loss": 0.6227940600149827 + }, + { + "train_step": 4798, + "sup_loss": 0.5626756674323998 + }, + { + "train_step": 4799, + "sup_loss": 0.6203705744278717 + }, + { + "train_step": 4800, + "sup_loss": 0.4404351854638217 + }, + { + "train_step": 4801, + "sup_loss": 0.5180164641931184 + }, + { + "train_step": 4802, + "sup_loss": 0.5285014727273291 + }, + { + "train_step": 4803, + "sup_loss": 0.7341554239328297 + }, + { + "train_step": 4804, + "sup_loss": 0.6715334699170747 + }, + { + "train_step": 4805, + "sup_loss": 0.7288789085247778 + }, + { + "train_step": 4806, + "sup_loss": 0.6268554721127158 + }, + { + "train_step": 4807, + "sup_loss": 0.40667053424099653 + }, + { + "train_step": 4808, + "sup_loss": 0.668306727910227 + }, + { + "train_step": 4809, + "sup_loss": 0.5941400829623289 + }, + { + "train_step": 4810, + "sup_loss": 0.7757445948114656 + }, + { + "train_step": 4811, + "sup_loss": 0.5680853832412082 + }, + { + "train_step": 4812, + "sup_loss": 0.6324718842411586 + }, + { + "train_step": 4813, + "sup_loss": 0.5485032157522169 + }, + { + "train_step": 4814, + "sup_loss": 0.44225394827601067 + }, + { + "train_step": 4815, + "sup_loss": 0.4977659632072386 + }, + { + "train_step": 4816, + "sup_loss": 0.3640058491898527 + }, + { + "train_step": 4817, + "sup_loss": 0.6252312110429955 + }, + { + "train_step": 4818, + "sup_loss": 0.31987633605313687 + }, + { + "train_step": 4819, + "sup_loss": 0.5312147712426417 + }, + { + "train_step": 4820, + "sup_loss": 0.5621649438715202 + }, + { + "train_step": 4821, + "sup_loss": 0.7547048583453301 + }, + { + "train_step": 4822, + "sup_loss": 0.5042116768016112 + }, + { + "train_step": 4823, + "sup_loss": 0.6855397477872266 + }, + { + "train_step": 4824, + "sup_loss": 0.4929596588139971 + }, + { + "train_step": 4825, + "sup_loss": 0.5031257187433709 + }, + { + "train_step": 4826, + "sup_loss": 0.5711096166926641 + }, + { + "train_step": 4827, + "sup_loss": 0.6907643870913698 + }, + { + "train_step": 4828, + "sup_loss": 0.4431255937661927 + }, + { + "train_step": 4829, + "sup_loss": 0.644858008744396 + }, + { + "train_step": 4830, + "sup_loss": 0.7052802829433381 + }, + { + "train_step": 4831, + "sup_loss": 0.5135953977004822 + }, + { + "train_step": 4832, + "sup_loss": 0.14003253935344379 + }, + { + "train_step": 4833, + "sup_loss": 0.5587462981168207 + }, + { + "train_step": 4834, + "sup_loss": 0.47418000303523156 + }, + { + "train_step": 4835, + "sup_loss": 0.37814556927311044 + }, + { + "train_step": 4836, + "sup_loss": 0.3460605842972018 + }, + { + "train_step": 4837, + "sup_loss": 0.368343549857194 + }, + { + "train_step": 4838, + "sup_loss": 0.5520102558954296 + }, + { + "train_step": 4839, + "sup_loss": 0.6359456917207522 + }, + { + "train_step": 4840, + "sup_loss": 0.5537809187585299 + }, + { + "train_step": 4841, + "sup_loss": 0.7605109765300023 + }, + { + "train_step": 4842, + "sup_loss": 0.46066190558305986 + }, + { + "train_step": 4843, + "sup_loss": 0.5055703322109752 + }, + { + "train_step": 4844, + "sup_loss": 0.6608196462788186 + }, + { + "train_step": 4845, + "sup_loss": 0.6560572981031394 + }, + { + "train_step": 4846, + "sup_loss": 0.6724432964553806 + }, + { + "train_step": 4847, + "sup_loss": 0.5394069438585645 + }, + { + "train_step": 4848, + "sup_loss": 0.5356972765643336 + }, + { + "train_step": 4849, + "sup_loss": 0.4613020310245883 + }, + { + "train_step": 4850, + "sup_loss": 0.456630389054091 + }, + { + "train_step": 4851, + "sup_loss": 0.6979748619016933 + }, + { + "train_step": 4852, + "sup_loss": 0.812597860021073 + }, + { + "train_step": 4853, + "sup_loss": 0.5058190842605161 + }, + { + "train_step": 4854, + "sup_loss": 0.5748040832691742 + }, + { + "train_step": 4855, + "sup_loss": 0.5297652993950878 + }, + { + "train_step": 4856, + "sup_loss": 0.3811434268203523 + }, + { + "train_step": 4857, + "sup_loss": 0.671912187028153 + }, + { + "train_step": 4858, + "sup_loss": 0.4844606318765083 + }, + { + "train_step": 4859, + "sup_loss": 0.5892964553112944 + }, + { + "train_step": 4860, + "sup_loss": 0.6604827945373741 + }, + { + "train_step": 4861, + "sup_loss": 0.5698910629886301 + }, + { + "train_step": 4862, + "sup_loss": 0.6090962862000407 + }, + { + "train_step": 4863, + "sup_loss": 0.41765066562599373 + }, + { + "train_step": 4864, + "sup_loss": 0.5328440904938136 + }, + { + "train_step": 4865, + "sup_loss": 0.5534829450041622 + }, + { + "train_step": 4866, + "sup_loss": 0.9144587093419313 + }, + { + "train_step": 4867, + "sup_loss": 0.39600278507428627 + }, + { + "train_step": 4868, + "sup_loss": 0.39663396605929735 + }, + { + "train_step": 4869, + "sup_loss": 0.4958254055528653 + }, + { + "train_step": 4870, + "sup_loss": 0.6890347256570183 + }, + { + "train_step": 4871, + "sup_loss": 0.22387446464203448 + }, + { + "train_step": 4872, + "sup_loss": 0.7126257437122483 + }, + { + "train_step": 4873, + "sup_loss": 0.5837748612603779 + }, + { + "train_step": 4874, + "sup_loss": 0.5712066654539585 + }, + { + "train_step": 4875, + "sup_loss": 0.7313289610948854 + }, + { + "train_step": 4876, + "sup_loss": 0.6325889968984256 + }, + { + "train_step": 4877, + "sup_loss": 0.3742650284891792 + }, + { + "train_step": 4878, + "sup_loss": 0.5568165433702519 + }, + { + "train_step": 4879, + "sup_loss": 0.42732121087115327 + }, + { + "train_step": 4880, + "sup_loss": 0.6612110736296912 + }, + { + "train_step": 4881, + "sup_loss": 0.6610726298440808 + }, + { + "train_step": 4882, + "sup_loss": 0.6431005121082607 + }, + { + "train_step": 4883, + "sup_loss": 0.740474410507684 + }, + { + "train_step": 4884, + "sup_loss": 0.5083623035970135 + }, + { + "train_step": 4885, + "sup_loss": 0.6516251528628619 + }, + { + "train_step": 4886, + "sup_loss": 0.5438638882422518 + }, + { + "train_step": 4887, + "sup_loss": 0.3517764239594805 + }, + { + "train_step": 4888, + "sup_loss": 0.787509020832659 + }, + { + "train_step": 4889, + "sup_loss": 0.8159949614345328 + }, + { + "train_step": 4890, + "sup_loss": 0.7873921589182655 + }, + { + "train_step": 4891, + "sup_loss": 0.5199156419935399 + }, + { + "train_step": 4892, + "sup_loss": 0.5565676763498206 + }, + { + "train_step": 4893, + "sup_loss": 0.7253254966998155 + }, + { + "train_step": 4894, + "sup_loss": 0.5701015215425693 + }, + { + "train_step": 4895, + "sup_loss": 0.6633783175584327 + }, + { + "train_step": 4896, + "sup_loss": 0.5176018801958601 + }, + { + "train_step": 4897, + "sup_loss": 0.5196673126585872 + }, + { + "train_step": 4898, + "sup_loss": 0.5929586928788652 + }, + { + "train_step": 4899, + "sup_loss": 0.5632154048378206 + }, + { + "train_step": 4900, + "sup_loss": 0.6456851889460486 + }, + { + "train_step": 4901, + "sup_loss": 0.6997896362711329 + }, + { + "train_step": 4902, + "sup_loss": 0.5702517862865732 + }, + { + "train_step": 4903, + "sup_loss": 0.5218581393217046 + }, + { + "train_step": 4904, + "sup_loss": 0.3773737759370157 + }, + { + "train_step": 4905, + "sup_loss": 0.5243804279577395 + }, + { + "train_step": 4906, + "sup_loss": 0.6481179403223329 + }, + { + "train_step": 4907, + "sup_loss": 0.6608692809289191 + }, + { + "train_step": 4908, + "sup_loss": 0.2640124058907753 + }, + { + "train_step": 4909, + "sup_loss": 0.6713350208656632 + }, + { + "train_step": 4910, + "sup_loss": 0.3813869936685184 + }, + { + "train_step": 4911, + "sup_loss": 0.7025693322479235 + }, + { + "train_step": 4912, + "sup_loss": 0.5528249770362779 + }, + { + "train_step": 4913, + "sup_loss": 0.7368569025856341 + }, + { + "train_step": 4914, + "sup_loss": 0.6856937073272843 + }, + { + "train_step": 4915, + "sup_loss": 0.43461250541622326 + }, + { + "train_step": 4916, + "sup_loss": 0.5708041197341981 + }, + { + "train_step": 4917, + "sup_loss": 0.4078470046076376 + }, + { + "train_step": 4918, + "sup_loss": 0.5340125566388072 + }, + { + "train_step": 4919, + "sup_loss": 0.5020849937841628 + }, + { + "train_step": 4920, + "sup_loss": 0.6778333444516386 + }, + { + "train_step": 4921, + "sup_loss": 0.6738417482741095 + }, + { + "train_step": 4922, + "sup_loss": 0.601561237285558 + }, + { + "train_step": 4923, + "sup_loss": 0.4988249347663138 + }, + { + "train_step": 4924, + "sup_loss": 0.4502242760768478 + }, + { + "train_step": 4925, + "sup_loss": 0.2860670592865612 + }, + { + "train_step": 4926, + "sup_loss": 0.5355883378457899 + }, + { + "train_step": 4927, + "sup_loss": 0.5832692825090935 + }, + { + "train_step": 4928, + "sup_loss": 0.512536592742037 + }, + { + "train_step": 4929, + "sup_loss": 0.6335656768329755 + }, + { + "train_step": 4930, + "sup_loss": 0.6724375686303005 + }, + { + "train_step": 4931, + "sup_loss": 0.5660928717941992 + }, + { + "train_step": 4932, + "sup_loss": 0.4330090171466526 + }, + { + "train_step": 4933, + "sup_loss": 0.6040795002510869 + }, + { + "train_step": 4934, + "sup_loss": 0.6141185812160946 + }, + { + "train_step": 4935, + "sup_loss": 0.6407469325848026 + }, + { + "train_step": 4936, + "sup_loss": 0.6001878262311533 + }, + { + "train_step": 4937, + "sup_loss": 0.5852434059644651 + }, + { + "train_step": 4938, + "sup_loss": 0.4414902772217767 + }, + { + "train_step": 4939, + "sup_loss": 0.6412567838825549 + }, + { + "train_step": 4940, + "sup_loss": 0.46209207651842765 + }, + { + "train_step": 4941, + "sup_loss": 0.6596957391596371 + }, + { + "train_step": 4942, + "sup_loss": 0.7267925950363909 + }, + { + "train_step": 4943, + "sup_loss": 0.5212869345685834 + }, + { + "train_step": 4944, + "sup_loss": 0.5822803119265003 + }, + { + "train_step": 4945, + "sup_loss": 0.695209231828373 + }, + { + "train_step": 4946, + "sup_loss": 0.6832644444236973 + }, + { + "train_step": 4947, + "sup_loss": 0.6282428085100695 + }, + { + "train_step": 4948, + "sup_loss": 0.6229191382755759 + }, + { + "train_step": 4949, + "sup_loss": 0.470448930640974 + }, + { + "train_step": 4950, + "sup_loss": 0.6605238055429432 + }, + { + "train_step": 4951, + "sup_loss": 0.8678242332618878 + }, + { + "train_step": 4952, + "sup_loss": 0.7040210475469381 + }, + { + "train_step": 4953, + "sup_loss": 0.4130704217044159 + }, + { + "train_step": 4954, + "sup_loss": 0.5619553882258242 + }, + { + "train_step": 4955, + "sup_loss": 0.616855922580221 + }, + { + "train_step": 4956, + "sup_loss": 0.5928692413624579 + }, + { + "train_step": 4957, + "sup_loss": 0.684457099337536 + }, + { + "train_step": 4958, + "sup_loss": 0.5861028493028199 + }, + { + "train_step": 4959, + "sup_loss": 0.5246561173354194 + }, + { + "train_step": 4960, + "sup_loss": 0.7630032133592013 + }, + { + "train_step": 4961, + "sup_loss": 0.39520948557576924 + }, + { + "train_step": 4962, + "sup_loss": 0.6389940778913944 + }, + { + "train_step": 4963, + "sup_loss": 0.85911691936446 + }, + { + "train_step": 4964, + "sup_loss": 0.6599179848222633 + }, + { + "train_step": 4965, + "sup_loss": 0.5872717687785898 + }, + { + "train_step": 4966, + "sup_loss": 0.6708698936978816 + }, + { + "train_step": 4967, + "sup_loss": 0.5322473996145024 + }, + { + "train_step": 4968, + "sup_loss": 0.4963038719000675 + }, + { + "train_step": 4969, + "sup_loss": 0.6044828800910543 + }, + { + "train_step": 4970, + "sup_loss": 0.39559551428656187 + }, + { + "train_step": 4971, + "sup_loss": 0.4125533026715166 + }, + { + "train_step": 4972, + "sup_loss": 0.3540910369979439 + }, + { + "train_step": 4973, + "sup_loss": 0.5715529571651755 + }, + { + "train_step": 4974, + "sup_loss": 0.4923395164018048 + }, + { + "train_step": 4975, + "sup_loss": 0.6299591128177952 + }, + { + "train_step": 4976, + "sup_loss": 0.46725827221286337 + }, + { + "train_step": 4977, + "sup_loss": 0.6258885403018433 + }, + { + "train_step": 4978, + "sup_loss": 0.6468255767433428 + }, + { + "train_step": 4979, + "sup_loss": 0.6813989895055508 + }, + { + "train_step": 4980, + "sup_loss": 0.5980610548281393 + }, + { + "train_step": 4981, + "sup_loss": 0.5242005860726537 + }, + { + "train_step": 4982, + "sup_loss": 0.8176974964780452 + }, + { + "train_step": 4983, + "sup_loss": 0.6056309923545562 + }, + { + "train_step": 4984, + "sup_loss": 0.4189390243112042 + }, + { + "train_step": 4985, + "sup_loss": 0.7017485951541574 + }, + { + "train_step": 4986, + "sup_loss": 0.41297910391851517 + }, + { + "train_step": 4987, + "sup_loss": 0.6706816343094841 + }, + { + "train_step": 4988, + "sup_loss": 0.6630610446326969 + }, + { + "train_step": 4989, + "sup_loss": 0.7449776996565453 + }, + { + "train_step": 4990, + "sup_loss": 0.6234924890880544 + }, + { + "train_step": 4991, + "sup_loss": 0.22767542712791328 + }, + { + "train_step": 4992, + "sup_loss": 0.5957265111389303 + }, + { + "train_step": 4993, + "sup_loss": 0.5989464958262789 + }, + { + "train_step": 4994, + "sup_loss": 0.39631754661250784 + }, + { + "train_step": 4995, + "sup_loss": 0.4253714990928627 + }, + { + "train_step": 4996, + "sup_loss": 0.762796570468641 + }, + { + "train_step": 4997, + "sup_loss": 0.5626805677999814 + }, + { + "train_step": 4998, + "sup_loss": 0.7629846107703029 + }, + { + "train_step": 4999, + "sup_loss": 0.5882478124954535 + }, + { + "train_step": 5000, + "sup_loss": 0.3544659660186096 + }, + { + "train_step": 5001, + "sup_loss": 0.5613737611514108 + }, + { + "train_step": 5002, + "sup_loss": 0.6436963530004968 + }, + { + "train_step": 5003, + "sup_loss": 0.7205929722712819 + }, + { + "train_step": 5004, + "sup_loss": 0.6411002582808276 + }, + { + "train_step": 5005, + "sup_loss": 0.521605765073385 + }, + { + "train_step": 5006, + "sup_loss": 0.7010091715285505 + }, + { + "train_step": 5007, + "sup_loss": 0.7153773302292342 + }, + { + "train_step": 5008, + "sup_loss": 0.45377457567905405 + }, + { + "train_step": 5009, + "sup_loss": 0.6487628257669489 + }, + { + "train_step": 5010, + "sup_loss": 0.6097753751128226 + }, + { + "train_step": 5011, + "sup_loss": 0.42485310729517395 + }, + { + "train_step": 5012, + "sup_loss": 0.5022314221888516 + }, + { + "train_step": 5013, + "sup_loss": 0.28327660497761203 + }, + { + "train_step": 5014, + "sup_loss": 0.5645672598548821 + }, + { + "train_step": 5015, + "sup_loss": 0.745697138779809 + }, + { + "train_step": 5016, + "sup_loss": 0.7879842420709552 + }, + { + "train_step": 5017, + "sup_loss": 0.45474758952681565 + }, + { + "train_step": 5018, + "sup_loss": 0.66034855292184 + }, + { + "train_step": 5019, + "sup_loss": 0.689250105132889 + }, + { + "train_step": 5020, + "sup_loss": 0.6672214963195112 + }, + { + "train_step": 5021, + "sup_loss": 0.4328131776005238 + }, + { + "train_step": 5022, + "sup_loss": 0.48962420072066787 + }, + { + "train_step": 5023, + "sup_loss": 0.7359705632885872 + }, + { + "train_step": 5024, + "sup_loss": 0.5181246420040282 + }, + { + "train_step": 5025, + "sup_loss": 0.8595020732794217 + }, + { + "train_step": 5026, + "sup_loss": 0.5437201735088982 + }, + { + "train_step": 5027, + "sup_loss": 0.5634723032509154 + }, + { + "train_step": 5028, + "sup_loss": 0.6687435750897939 + }, + { + "train_step": 5029, + "sup_loss": 0.6842103401974754 + }, + { + "train_step": 5030, + "sup_loss": 0.635394534082086 + }, + { + "train_step": 5031, + "sup_loss": 0.1945692213456766 + }, + { + "train_step": 5032, + "sup_loss": 0.6109287704231907 + }, + { + "train_step": 5033, + "sup_loss": 0.5031497347793309 + }, + { + "train_step": 5034, + "sup_loss": 0.6883506530739967 + }, + { + "train_step": 5035, + "sup_loss": 0.3524574533535607 + }, + { + "train_step": 5036, + "sup_loss": 0.681731217493975 + }, + { + "train_step": 5037, + "sup_loss": 0.42804733902250064 + }, + { + "train_step": 5038, + "sup_loss": 0.7239880681367336 + }, + { + "train_step": 5039, + "sup_loss": 0.6954973778598748 + }, + { + "train_step": 5040, + "sup_loss": 0.4559350649238881 + }, + { + "train_step": 5041, + "sup_loss": 0.4010137344123723 + }, + { + "train_step": 5042, + "sup_loss": 0.5530331802908957 + }, + { + "train_step": 5043, + "sup_loss": 0.5609668081004204 + }, + { + "train_step": 5044, + "sup_loss": 0.625140947158055 + }, + { + "train_step": 5045, + "sup_loss": 0.5987285813767281 + }, + { + "train_step": 5046, + "sup_loss": 0.6626207498120595 + }, + { + "train_step": 5047, + "sup_loss": 0.6408685037371981 + }, + { + "train_step": 5048, + "sup_loss": 0.583759866161012 + }, + { + "train_step": 5049, + "sup_loss": 0.9603524944612382 + }, + { + "train_step": 5050, + "sup_loss": 0.5852908539741953 + }, + { + "train_step": 5051, + "sup_loss": 0.7281008647202459 + }, + { + "train_step": 5052, + "sup_loss": 0.583763215333356 + }, + { + "train_step": 5053, + "sup_loss": 0.643666569158082 + }, + { + "train_step": 5054, + "sup_loss": 0.49638227394693896 + }, + { + "train_step": 5055, + "sup_loss": 0.6751790303972915 + }, + { + "train_step": 5056, + "sup_loss": 0.4447126508835269 + }, + { + "train_step": 5057, + "sup_loss": 0.7553304890513848 + }, + { + "train_step": 5058, + "sup_loss": 0.5560902730020607 + }, + { + "train_step": 5059, + "sup_loss": 0.5439206479891027 + }, + { + "train_step": 5060, + "sup_loss": 0.4906017158950764 + }, + { + "train_step": 5061, + "sup_loss": 0.7391798009679438 + }, + { + "train_step": 5062, + "sup_loss": 0.5711016241482968 + }, + { + "train_step": 5063, + "sup_loss": 0.5047082544093598 + }, + { + "train_step": 5064, + "sup_loss": 0.589755968938977 + }, + { + "train_step": 5065, + "sup_loss": 0.7420094733799995 + }, + { + "train_step": 5066, + "sup_loss": 0.6684673200998191 + }, + { + "train_step": 5067, + "sup_loss": 0.546548083053138 + }, + { + "train_step": 5068, + "sup_loss": 0.5340828055352416 + }, + { + "train_step": 5069, + "sup_loss": 0.7209092239548313 + }, + { + "train_step": 5070, + "sup_loss": 0.5376181081248511 + }, + { + "train_step": 5071, + "sup_loss": 0.4594819607150527 + }, + { + "train_step": 5072, + "sup_loss": 0.5888819612072341 + }, + { + "train_step": 5073, + "sup_loss": 0.5118028052972164 + }, + { + "train_step": 5074, + "sup_loss": 0.41218274702558855 + }, + { + "train_step": 5075, + "sup_loss": 0.5378734407744022 + }, + { + "train_step": 5076, + "sup_loss": 0.6193336342779725 + }, + { + "train_step": 5077, + "sup_loss": 0.47994667653700007 + }, + { + "train_step": 5078, + "sup_loss": 0.5852231431989747 + }, + { + "train_step": 5079, + "sup_loss": 0.4806462603900332 + }, + { + "train_step": 5080, + "sup_loss": 0.6411285409529622 + }, + { + "train_step": 5081, + "sup_loss": 0.5870614270334938 + }, + { + "train_step": 5082, + "sup_loss": 0.45816809137788306 + }, + { + "train_step": 5083, + "sup_loss": 0.5808166058163706 + }, + { + "train_step": 5084, + "sup_loss": 0.45899500857974995 + }, + { + "train_step": 5085, + "sup_loss": 0.5286513895174249 + }, + { + "train_step": 5086, + "sup_loss": 0.3890489107531 + }, + { + "train_step": 5087, + "sup_loss": 0.5278986040219354 + }, + { + "train_step": 5088, + "sup_loss": 0.7028382826287614 + }, + { + "train_step": 5089, + "sup_loss": 0.4272131648704039 + }, + { + "train_step": 5090, + "sup_loss": 0.5862224350890922 + }, + { + "train_step": 5091, + "sup_loss": 0.6745587636988668 + }, + { + "train_step": 5092, + "sup_loss": 0.6479823379971955 + }, + { + "train_step": 5093, + "sup_loss": 0.5188212084485594 + }, + { + "train_step": 5094, + "sup_loss": 0.2903672856348565 + }, + { + "train_step": 5095, + "sup_loss": 0.6911175288707941 + }, + { + "train_step": 5096, + "sup_loss": 0.5774270120245744 + }, + { + "train_step": 5097, + "sup_loss": 0.576087467450566 + }, + { + "train_step": 5098, + "sup_loss": 0.4885979061541573 + }, + { + "train_step": 5099, + "sup_loss": 0.4386021360254987 + }, + { + "train_step": 5100, + "sup_loss": 0.4212361821276087 + }, + { + "train_step": 5101, + "sup_loss": 0.4937091987590343 + }, + { + "train_step": 5102, + "sup_loss": 0.7542557035874304 + }, + { + "train_step": 5103, + "sup_loss": 0.5179707593553894 + }, + { + "train_step": 5104, + "sup_loss": 0.5707959372275457 + }, + { + "train_step": 5105, + "sup_loss": 0.6305482757441886 + }, + { + "train_step": 5106, + "sup_loss": 0.5687442990815986 + }, + { + "train_step": 5107, + "sup_loss": 0.7863559236846551 + }, + { + "train_step": 5108, + "sup_loss": 0.5905243812753865 + }, + { + "train_step": 5109, + "sup_loss": 0.6091803716340032 + }, + { + "train_step": 5110, + "sup_loss": 0.5717491821484383 + }, + { + "train_step": 5111, + "sup_loss": 0.7018076922891318 + }, + { + "train_step": 5112, + "sup_loss": 0.6132443926893498 + }, + { + "train_step": 5113, + "sup_loss": 0.46226471134984043 + }, + { + "train_step": 5114, + "sup_loss": 0.8295802210026936 + }, + { + "train_step": 5115, + "sup_loss": 0.4386479089049253 + }, + { + "train_step": 5116, + "sup_loss": 0.7368104281854848 + }, + { + "train_step": 5117, + "sup_loss": 0.7231299425879854 + }, + { + "train_step": 5118, + "sup_loss": 0.2639872138031314 + }, + { + "train_step": 5119, + "sup_loss": 0.6803880696798582 + }, + { + "train_step": 5120, + "sup_loss": 0.5636848198068435 + }, + { + "train_step": 5121, + "sup_loss": 0.6826278101561041 + }, + { + "train_step": 5122, + "sup_loss": 0.3745477352174143 + }, + { + "train_step": 5123, + "sup_loss": 0.6034186110199755 + }, + { + "train_step": 5124, + "sup_loss": 0.5477584193728686 + }, + { + "train_step": 5125, + "sup_loss": 0.5885545299940471 + }, + { + "train_step": 5126, + "sup_loss": 0.6291531516759418 + }, + { + "train_step": 5127, + "sup_loss": 0.6696453372956804 + }, + { + "train_step": 5128, + "sup_loss": 0.6778723263676023 + }, + { + "train_step": 5129, + "sup_loss": 0.3918575677843299 + }, + { + "train_step": 5130, + "sup_loss": 0.6537481266173386 + }, + { + "train_step": 5131, + "sup_loss": 0.7244683853582089 + }, + { + "train_step": 5132, + "sup_loss": 0.5440892679892735 + }, + { + "train_step": 5133, + "sup_loss": 0.6255300865846967 + }, + { + "train_step": 5134, + "sup_loss": 0.6502139098687935 + }, + { + "train_step": 5135, + "sup_loss": 0.6323550619393155 + }, + { + "train_step": 5136, + "sup_loss": 0.38079238181825126 + }, + { + "train_step": 5137, + "sup_loss": 0.4319378518317796 + }, + { + "train_step": 5138, + "sup_loss": 0.7887819266013533 + }, + { + "train_step": 5139, + "sup_loss": 0.5651377417066864 + }, + { + "train_step": 5140, + "sup_loss": 0.7395132771776702 + }, + { + "train_step": 5141, + "sup_loss": 0.4017942340671617 + }, + { + "train_step": 5142, + "sup_loss": 0.7580681893093861 + }, + { + "train_step": 5143, + "sup_loss": 0.5906251379706352 + }, + { + "train_step": 5144, + "sup_loss": 0.5621213418933899 + }, + { + "train_step": 5145, + "sup_loss": 0.5987287827327642 + }, + { + "train_step": 5146, + "sup_loss": 0.5105475733678041 + }, + { + "train_step": 5147, + "sup_loss": 0.5793410608723187 + }, + { + "train_step": 5148, + "sup_loss": 0.5978134634209451 + }, + { + "train_step": 5149, + "sup_loss": 0.5352670400280454 + }, + { + "train_step": 5150, + "sup_loss": 0.5402373546370509 + }, + { + "train_step": 5151, + "sup_loss": 0.7342354049403845 + }, + { + "train_step": 5152, + "sup_loss": 0.805202657556492 + }, + { + "train_step": 5153, + "sup_loss": 0.8794129955224871 + }, + { + "train_step": 5154, + "sup_loss": 0.507677353440144 + }, + { + "train_step": 5155, + "sup_loss": 0.5913752679136771 + }, + { + "train_step": 5156, + "sup_loss": 0.41587008906798517 + }, + { + "train_step": 5157, + "sup_loss": 0.6101591024157693 + }, + { + "train_step": 5158, + "sup_loss": 0.7710708177527756 + }, + { + "train_step": 5159, + "sup_loss": 0.35521677395193546 + }, + { + "train_step": 5160, + "sup_loss": 0.5235465773110607 + }, + { + "train_step": 5161, + "sup_loss": 0.5419257478456341 + }, + { + "train_step": 5162, + "sup_loss": 0.6742631825534539 + }, + { + "train_step": 5163, + "sup_loss": 0.5643987591018091 + }, + { + "train_step": 5164, + "sup_loss": 0.48681526595334296 + }, + { + "train_step": 5165, + "sup_loss": 0.5727693892818768 + }, + { + "train_step": 5166, + "sup_loss": 0.5937773532939685 + }, + { + "train_step": 5167, + "sup_loss": 0.6176605209592428 + }, + { + "train_step": 5168, + "sup_loss": 0.4230679486235493 + }, + { + "train_step": 5169, + "sup_loss": 0.5057096021018732 + }, + { + "train_step": 5170, + "sup_loss": 0.4818755440298491 + }, + { + "train_step": 5171, + "sup_loss": 0.7259015934538232 + }, + { + "train_step": 5172, + "sup_loss": 0.3454941439266386 + }, + { + "train_step": 5173, + "sup_loss": 0.8306312233242883 + }, + { + "train_step": 5174, + "sup_loss": 0.68859193278217 + }, + { + "train_step": 5175, + "sup_loss": 0.5237353828280007 + }, + { + "train_step": 5176, + "sup_loss": 0.7191879279078864 + }, + { + "train_step": 5177, + "sup_loss": 0.6542711980170929 + }, + { + "train_step": 5178, + "sup_loss": 0.4609203620313286 + }, + { + "train_step": 5179, + "sup_loss": 0.2876407079266673 + }, + { + "train_step": 5180, + "sup_loss": 0.7250749070603206 + }, + { + "train_step": 5181, + "sup_loss": 0.4404354845951604 + }, + { + "train_step": 5182, + "sup_loss": 0.4212095427367454 + }, + { + "train_step": 5183, + "sup_loss": 0.7390106365121376 + }, + { + "train_step": 5184, + "sup_loss": 0.6518322731009906 + }, + { + "train_step": 5185, + "sup_loss": 0.540805618874634 + }, + { + "train_step": 5186, + "sup_loss": 0.6020390926678957 + }, + { + "train_step": 5187, + "sup_loss": 1.1174845829170237 + }, + { + "train_step": 5188, + "sup_loss": 0.4880044374143887 + }, + { + "train_step": 5189, + "sup_loss": 0.7686922766952918 + }, + { + "train_step": 5190, + "sup_loss": 0.6264308230774523 + }, + { + "train_step": 5191, + "sup_loss": 0.6266398626001619 + }, + { + "train_step": 5192, + "sup_loss": 0.6634330202532103 + }, + { + "train_step": 5193, + "sup_loss": 0.6757313293144042 + }, + { + "train_step": 5194, + "sup_loss": 0.5547096430369057 + }, + { + "train_step": 5195, + "sup_loss": 0.5002099290018 + }, + { + "train_step": 5196, + "sup_loss": 0.5769174436898086 + }, + { + "train_step": 5197, + "sup_loss": 0.5570535996644588 + }, + { + "train_step": 5198, + "sup_loss": 0.6337624035539646 + }, + { + "train_step": 5199, + "sup_loss": 0.512651735877638 + }, + { + "train_step": 5200, + "sup_loss": 0.7482372795266291 + }, + { + "train_step": 5201, + "sup_loss": 0.5634989986478391 + }, + { + "train_step": 5202, + "sup_loss": 0.78738338788158 + }, + { + "train_step": 5203, + "sup_loss": 0.7482238812848618 + }, + { + "train_step": 5204, + "sup_loss": 0.41998279866105165 + }, + { + "train_step": 5205, + "sup_loss": 0.3985262390299965 + }, + { + "train_step": 5206, + "sup_loss": 0.6001084972500308 + }, + { + "train_step": 5207, + "sup_loss": 0.8011206360259238 + }, + { + "train_step": 5208, + "sup_loss": 0.6310964523373948 + }, + { + "train_step": 5209, + "sup_loss": 0.5543863711634301 + }, + { + "train_step": 5210, + "sup_loss": 0.43540085365400366 + }, + { + "train_step": 5211, + "sup_loss": 0.5136870793173836 + }, + { + "train_step": 5212, + "sup_loss": 0.7634107166983501 + }, + { + "train_step": 5213, + "sup_loss": 0.5953623576583911 + }, + { + "train_step": 5214, + "sup_loss": 0.6014658376100821 + }, + { + "train_step": 5215, + "sup_loss": 0.7663742274096733 + }, + { + "train_step": 5216, + "sup_loss": 0.7146487421035942 + }, + { + "train_step": 5217, + "sup_loss": 0.4341531628429498 + }, + { + "train_step": 5218, + "sup_loss": 0.6223680042994988 + }, + { + "train_step": 5219, + "sup_loss": 0.4803683271322496 + }, + { + "train_step": 5220, + "sup_loss": 0.7737819947852678 + }, + { + "train_step": 5221, + "sup_loss": 0.576537091245736 + }, + { + "train_step": 5222, + "sup_loss": 0.4443950385209937 + }, + { + "train_step": 5223, + "sup_loss": 0.5879298210399173 + }, + { + "train_step": 5224, + "sup_loss": 0.6504693791911398 + }, + { + "train_step": 5225, + "sup_loss": 0.3464740119780871 + }, + { + "train_step": 5226, + "sup_loss": 0.8405131017037912 + }, + { + "train_step": 5227, + "sup_loss": 0.5681289697293637 + }, + { + "train_step": 5228, + "sup_loss": 0.6500515034864629 + }, + { + "train_step": 5229, + "sup_loss": 0.4946738625881356 + }, + { + "train_step": 5230, + "sup_loss": 0.5318634085930009 + }, + { + "train_step": 5231, + "sup_loss": 0.7781070840958507 + }, + { + "train_step": 5232, + "sup_loss": 0.4983458979048778 + }, + { + "train_step": 5233, + "sup_loss": 0.45151762017534003 + }, + { + "train_step": 5234, + "sup_loss": 0.29499433702173655 + }, + { + "train_step": 5235, + "sup_loss": 0.6444493181757894 + }, + { + "train_step": 5236, + "sup_loss": 0.6370587819442114 + }, + { + "train_step": 5237, + "sup_loss": 0.5397595199999333 + }, + { + "train_step": 5238, + "sup_loss": 0.41926494455838886 + }, + { + "train_step": 5239, + "sup_loss": 0.7517097752088207 + }, + { + "train_step": 5240, + "sup_loss": 0.4598156542801687 + }, + { + "train_step": 5241, + "sup_loss": 0.6697013134574903 + }, + { + "train_step": 5242, + "sup_loss": 0.5302153522024414 + }, + { + "train_step": 5243, + "sup_loss": 0.5632194032332141 + }, + { + "train_step": 5244, + "sup_loss": 0.6034064500825163 + }, + { + "train_step": 5245, + "sup_loss": 0.4982959740469933 + }, + { + "train_step": 5246, + "sup_loss": 0.5326434023067961 + }, + { + "train_step": 5247, + "sup_loss": 0.4774025617169678 + }, + { + "train_step": 5248, + "sup_loss": 0.436655451048541 + }, + { + "train_step": 5249, + "sup_loss": 0.5406512833673798 + }, + { + "train_step": 5250, + "sup_loss": 0.6136493362868828 + }, + { + "train_step": 5251, + "sup_loss": 0.8665692232213478 + }, + { + "train_step": 5252, + "sup_loss": 0.5800355949608851 + }, + { + "train_step": 5253, + "sup_loss": 0.531311103716457 + }, + { + "train_step": 5254, + "sup_loss": 0.7844293528939541 + }, + { + "train_step": 5255, + "sup_loss": 0.5709328450843467 + }, + { + "train_step": 5256, + "sup_loss": 0.38194798240374833 + }, + { + "train_step": 5257, + "sup_loss": 0.5878499304784913 + }, + { + "train_step": 5258, + "sup_loss": 0.4581891893758826 + }, + { + "train_step": 5259, + "sup_loss": 0.6609826531974213 + }, + { + "train_step": 5260, + "sup_loss": 0.6733486944454605 + }, + { + "train_step": 5261, + "sup_loss": 0.3836357312055753 + }, + { + "train_step": 5262, + "sup_loss": 0.42213629179289003 + }, + { + "train_step": 5263, + "sup_loss": 0.565345747964421 + }, + { + "train_step": 5264, + "sup_loss": 0.5991075040241216 + }, + { + "train_step": 5265, + "sup_loss": 0.7226698945542991 + }, + { + "train_step": 5266, + "sup_loss": 0.8540869243073647 + }, + { + "train_step": 5267, + "sup_loss": 0.5776743853163252 + }, + { + "train_step": 5268, + "sup_loss": 0.7952531221258887 + }, + { + "train_step": 5269, + "sup_loss": 0.7105696075416714 + }, + { + "train_step": 5270, + "sup_loss": 0.48193572382874617 + }, + { + "train_step": 5271, + "sup_loss": 0.46647303013279595 + }, + { + "train_step": 5272, + "sup_loss": 0.7315574204076516 + }, + { + "train_step": 5273, + "sup_loss": 0.7449542409913463 + }, + { + "train_step": 5274, + "sup_loss": 0.5019465452379199 + }, + { + "train_step": 5275, + "sup_loss": 0.4380405164047066 + }, + { + "train_step": 5276, + "sup_loss": 0.49413488289799673 + }, + { + "train_step": 5277, + "sup_loss": 0.7749747227644361 + }, + { + "train_step": 5278, + "sup_loss": 0.7661674580657678 + }, + { + "train_step": 5279, + "sup_loss": 0.461536283218255 + }, + { + "train_step": 5280, + "sup_loss": 0.7263744242703958 + }, + { + "train_step": 5281, + "sup_loss": 0.5222536366529049 + }, + { + "train_step": 5282, + "sup_loss": 0.6366697333540988 + }, + { + "train_step": 5283, + "sup_loss": 0.49331133762258295 + }, + { + "train_step": 5284, + "sup_loss": 0.5178324429843313 + }, + { + "train_step": 5285, + "sup_loss": 0.6066722083614627 + }, + { + "train_step": 5286, + "sup_loss": 0.5465741896543058 + }, + { + "train_step": 5287, + "sup_loss": 0.6256759241304 + }, + { + "train_step": 5288, + "sup_loss": 0.6458775244933681 + }, + { + "train_step": 5289, + "sup_loss": 0.6286111605101409 + }, + { + "train_step": 5290, + "sup_loss": 0.6276191153702149 + }, + { + "train_step": 5291, + "sup_loss": 0.5789980127499981 + }, + { + "train_step": 5292, + "sup_loss": 0.36107257427265127 + }, + { + "train_step": 5293, + "sup_loss": 0.49180814803126444 + }, + { + "train_step": 5294, + "sup_loss": 0.5730932921359673 + }, + { + "train_step": 5295, + "sup_loss": 0.5865715193392764 + }, + { + "train_step": 5296, + "sup_loss": 0.46437121327350417 + }, + { + "train_step": 5297, + "sup_loss": 0.5173281401770248 + }, + { + "train_step": 5298, + "sup_loss": 0.8031026543463702 + }, + { + "train_step": 5299, + "sup_loss": 0.733052417260817 + }, + { + "train_step": 5300, + "sup_loss": 0.5964334678211805 + }, + { + "train_step": 5301, + "sup_loss": 0.6660634655133415 + }, + { + "train_step": 5302, + "sup_loss": 0.6116556581870402 + }, + { + "train_step": 5303, + "sup_loss": 0.6517814577703464 + }, + { + "train_step": 5304, + "sup_loss": 0.7194920516359686 + }, + { + "train_step": 5305, + "sup_loss": 0.8136122613537253 + }, + { + "train_step": 5306, + "sup_loss": 0.562757162340658 + }, + { + "train_step": 5307, + "sup_loss": 0.551904709806356 + }, + { + "train_step": 5308, + "sup_loss": 0.6237564853660793 + }, + { + "train_step": 5309, + "sup_loss": 0.7869545777000556 + }, + { + "train_step": 5310, + "sup_loss": 0.7654330173833345 + }, + { + "train_step": 5311, + "sup_loss": 0.7246873747736675 + }, + { + "train_step": 5312, + "sup_loss": 0.4966238754788756 + }, + { + "train_step": 5313, + "sup_loss": 0.45312530084874947 + }, + { + "train_step": 5314, + "sup_loss": 0.746251070530985 + }, + { + "train_step": 5315, + "sup_loss": 0.5810574544684148 + }, + { + "train_step": 5316, + "sup_loss": 0.429717579925116 + }, + { + "train_step": 5317, + "sup_loss": 0.7321907381140031 + }, + { + "train_step": 5318, + "sup_loss": 0.5353371737717798 + }, + { + "train_step": 5319, + "sup_loss": 0.7607290983128666 + }, + { + "train_step": 5320, + "sup_loss": 0.5409487025220152 + }, + { + "train_step": 5321, + "sup_loss": 0.6974574423031676 + }, + { + "train_step": 5322, + "sup_loss": 0.47465410432980254 + }, + { + "train_step": 5323, + "sup_loss": 0.8348250945124824 + }, + { + "train_step": 5324, + "sup_loss": 0.4015006703876283 + }, + { + "train_step": 5325, + "sup_loss": 0.464481749067612 + }, + { + "train_step": 5326, + "sup_loss": 0.5229641597047727 + }, + { + "train_step": 5327, + "sup_loss": 0.8240945319799421 + }, + { + "train_step": 5328, + "sup_loss": 0.471584935679412 + }, + { + "train_step": 5329, + "sup_loss": 0.39437187789928035 + }, + { + "train_step": 5330, + "sup_loss": 0.6819177052079527 + }, + { + "train_step": 5331, + "sup_loss": 0.701049400834173 + }, + { + "train_step": 5332, + "sup_loss": 0.5384903251990937 + }, + { + "train_step": 5333, + "sup_loss": 0.6287950880678701 + }, + { + "train_step": 5334, + "sup_loss": 0.7102428380389678 + }, + { + "train_step": 5335, + "sup_loss": 0.5357892917605878 + }, + { + "train_step": 5336, + "sup_loss": 0.772070637834205 + }, + { + "train_step": 5337, + "sup_loss": 0.7391182019219265 + }, + { + "train_step": 5338, + "sup_loss": 0.6339539402903097 + }, + { + "train_step": 5339, + "sup_loss": 0.6228689568441317 + }, + { + "train_step": 5340, + "sup_loss": 0.41156771784530666 + }, + { + "train_step": 5341, + "sup_loss": 0.7405192115450538 + }, + { + "train_step": 5342, + "sup_loss": 0.6105990210195957 + }, + { + "train_step": 5343, + "sup_loss": 0.742930352033098 + }, + { + "train_step": 5344, + "sup_loss": 0.7527440341485607 + }, + { + "train_step": 5345, + "sup_loss": 0.5945353724989798 + }, + { + "train_step": 5346, + "sup_loss": 0.6671388157872995 + }, + { + "train_step": 5347, + "sup_loss": 0.32003242592018966 + }, + { + "train_step": 5348, + "sup_loss": 0.4100795842317314 + }, + { + "train_step": 5349, + "sup_loss": 0.5996259901040978 + }, + { + "train_step": 5350, + "sup_loss": 0.2867316280292235 + }, + { + "train_step": 5351, + "sup_loss": 0.3192931666480807 + }, + { + "train_step": 5352, + "sup_loss": 0.7112531391330483 + }, + { + "train_step": 5353, + "sup_loss": 0.4838630996675694 + }, + { + "train_step": 5354, + "sup_loss": 0.7556528030038757 + }, + { + "train_step": 5355, + "sup_loss": 0.6052825519616023 + }, + { + "train_step": 5356, + "sup_loss": 0.4158259733008862 + }, + { + "train_step": 5357, + "sup_loss": 0.5707754219437998 + }, + { + "train_step": 5358, + "sup_loss": 0.5748864935031391 + }, + { + "train_step": 5359, + "sup_loss": 0.5282517772831787 + }, + { + "train_step": 5360, + "sup_loss": 0.6714033824504968 + }, + { + "train_step": 5361, + "sup_loss": 0.5832476356072744 + }, + { + "train_step": 5362, + "sup_loss": 0.7330250930616403 + }, + { + "train_step": 5363, + "sup_loss": 0.5624553101696135 + }, + { + "train_step": 5364, + "sup_loss": 0.44197874933989595 + }, + { + "train_step": 5365, + "sup_loss": 0.4552603433833176 + }, + { + "train_step": 5366, + "sup_loss": 0.480784060608581 + }, + { + "train_step": 5367, + "sup_loss": 0.5205919788108743 + }, + { + "train_step": 5368, + "sup_loss": 0.560423720980303 + }, + { + "train_step": 5369, + "sup_loss": 0.5739761144302049 + }, + { + "train_step": 5370, + "sup_loss": 0.5354362295233233 + }, + { + "train_step": 5371, + "sup_loss": 0.7895326481096749 + }, + { + "train_step": 5372, + "sup_loss": 0.7009652008805303 + }, + { + "train_step": 5373, + "sup_loss": 0.6382535818987917 + }, + { + "train_step": 5374, + "sup_loss": 0.6047022899822742 + }, + { + "train_step": 5375, + "sup_loss": 0.6009521092423867 + }, + { + "train_step": 5376, + "sup_loss": 0.5874826270871064 + }, + { + "train_step": 5377, + "sup_loss": 0.8147885247415882 + }, + { + "train_step": 5378, + "sup_loss": 0.5886645917475193 + }, + { + "train_step": 5379, + "sup_loss": 0.507910766721363 + }, + { + "train_step": 5380, + "sup_loss": 0.6048184464969419 + }, + { + "train_step": 5381, + "sup_loss": 0.21631804155831186 + }, + { + "train_step": 5382, + "sup_loss": 0.581568745675681 + }, + { + "train_step": 5383, + "sup_loss": 0.706504062958881 + }, + { + "train_step": 5384, + "sup_loss": 0.6689293696181573 + }, + { + "train_step": 5385, + "sup_loss": 0.560993357716401 + }, + { + "train_step": 5386, + "sup_loss": 0.7052773718462877 + }, + { + "train_step": 5387, + "sup_loss": 0.46931492396579083 + }, + { + "train_step": 5388, + "sup_loss": 0.6616255150555783 + }, + { + "train_step": 5389, + "sup_loss": 0.2539094306546979 + }, + { + "train_step": 5390, + "sup_loss": 0.7701085121017415 + }, + { + "train_step": 5391, + "sup_loss": 0.5993614623633832 + }, + { + "train_step": 5392, + "sup_loss": 0.690710769766441 + }, + { + "train_step": 5393, + "sup_loss": 0.7541091707989238 + }, + { + "train_step": 5394, + "sup_loss": 0.49825844348424586 + }, + { + "train_step": 5395, + "sup_loss": 0.45300208613592197 + }, + { + "train_step": 5396, + "sup_loss": 0.7647488450483312 + }, + { + "train_step": 5397, + "sup_loss": 0.6639181385997445 + }, + { + "train_step": 5398, + "sup_loss": 0.4858757149746072 + }, + { + "train_step": 5399, + "sup_loss": 0.5853728043015404 + }, + { + "train_step": 5400, + "sup_loss": 0.5457754144387683 + }, + { + "train_step": 5401, + "sup_loss": 0.617119236264332 + }, + { + "train_step": 5402, + "sup_loss": 0.7381397563997766 + }, + { + "train_step": 5403, + "sup_loss": 0.5544916551533947 + }, + { + "train_step": 5404, + "sup_loss": 0.7465623362887268 + }, + { + "train_step": 5405, + "sup_loss": 0.6863571104112093 + }, + { + "train_step": 5406, + "sup_loss": 0.4887403017116032 + }, + { + "train_step": 5407, + "sup_loss": 0.5296074627070582 + }, + { + "train_step": 5408, + "sup_loss": 0.5403578880100589 + }, + { + "train_step": 5409, + "sup_loss": 0.6440389212435181 + }, + { + "train_step": 5410, + "sup_loss": 0.5918814615707544 + }, + { + "train_step": 5411, + "sup_loss": 0.44512841496905736 + }, + { + "train_step": 5412, + "sup_loss": 0.8078561923947102 + }, + { + "train_step": 5413, + "sup_loss": 0.6706285346475382 + }, + { + "train_step": 5414, + "sup_loss": 0.4171654489154926 + }, + { + "train_step": 5415, + "sup_loss": 0.4407783584687936 + }, + { + "train_step": 5416, + "sup_loss": 0.6480213337963574 + }, + { + "train_step": 5417, + "sup_loss": 0.599175213103149 + }, + { + "train_step": 5418, + "sup_loss": 0.7494353059905435 + }, + { + "train_step": 5419, + "sup_loss": 0.728065221456685 + }, + { + "train_step": 5420, + "sup_loss": 0.5244453715047787 + }, + { + "train_step": 5421, + "sup_loss": 0.5387422556337222 + }, + { + "train_step": 5422, + "sup_loss": 0.5570976000125039 + }, + { + "train_step": 5423, + "sup_loss": 0.4553158224476182 + }, + { + "train_step": 5424, + "sup_loss": 0.5625540943490066 + }, + { + "train_step": 5425, + "sup_loss": 0.7494110249964873 + }, + { + "train_step": 5426, + "sup_loss": 0.5295859237046713 + }, + { + "train_step": 5427, + "sup_loss": 0.45964852600903333 + }, + { + "train_step": 5428, + "sup_loss": 0.4823147650370873 + }, + { + "train_step": 5429, + "sup_loss": 0.653714811474575 + }, + { + "train_step": 5430, + "sup_loss": 0.4380852896563154 + }, + { + "train_step": 5431, + "sup_loss": 0.509173351543317 + }, + { + "train_step": 5432, + "sup_loss": 0.6588953486021458 + }, + { + "train_step": 5433, + "sup_loss": 0.6736529843148718 + }, + { + "train_step": 5434, + "sup_loss": 0.4472580730842246 + }, + { + "train_step": 5435, + "sup_loss": 0.7549834155282044 + }, + { + "train_step": 5436, + "sup_loss": 0.566107634581418 + }, + { + "train_step": 5437, + "sup_loss": 0.6665565339143193 + }, + { + "train_step": 5438, + "sup_loss": 0.3166495072384509 + }, + { + "train_step": 5439, + "sup_loss": 0.6132576673336373 + }, + { + "train_step": 5440, + "sup_loss": 0.5245816551475501 + }, + { + "train_step": 5441, + "sup_loss": 0.6423789789457764 + }, + { + "train_step": 5442, + "sup_loss": 0.6487270684629174 + }, + { + "train_step": 5443, + "sup_loss": 0.654081604181979 + }, + { + "train_step": 5444, + "sup_loss": 0.5841568784013127 + }, + { + "train_step": 5445, + "sup_loss": 0.5477361645200094 + }, + { + "train_step": 5446, + "sup_loss": 0.6902491411085779 + }, + { + "train_step": 5447, + "sup_loss": 0.49568148155554986 + }, + { + "train_step": 5448, + "sup_loss": 0.5333687273809289 + }, + { + "train_step": 5449, + "sup_loss": 0.5501995417074254 + }, + { + "train_step": 5450, + "sup_loss": 0.6345821460241488 + }, + { + "train_step": 5451, + "sup_loss": 0.5812810296439757 + }, + { + "train_step": 5452, + "sup_loss": 0.637805110558443 + }, + { + "train_step": 5453, + "sup_loss": 0.6652704493251758 + }, + { + "train_step": 5454, + "sup_loss": 0.6159974776821302 + }, + { + "train_step": 5455, + "sup_loss": 0.3749715272509326 + }, + { + "train_step": 5456, + "sup_loss": 0.5004049501492362 + }, + { + "train_step": 5457, + "sup_loss": 0.8246622035951302 + }, + { + "train_step": 5458, + "sup_loss": 0.7242288495039632 + }, + { + "train_step": 5459, + "sup_loss": 0.6506415155063114 + }, + { + "train_step": 5460, + "sup_loss": 0.7042164493626253 + }, + { + "train_step": 5461, + "sup_loss": 0.5836448339693034 + }, + { + "train_step": 5462, + "sup_loss": 0.5627687650304825 + }, + { + "train_step": 5463, + "sup_loss": 0.5105673753448422 + }, + { + "train_step": 5464, + "sup_loss": 0.5411674635372606 + }, + { + "train_step": 5465, + "sup_loss": 0.5357976556316625 + }, + { + "train_step": 5466, + "sup_loss": 0.589027913132095 + }, + { + "train_step": 5467, + "sup_loss": 0.33895796365402175 + }, + { + "train_step": 5468, + "sup_loss": 0.6525922942022546 + }, + { + "train_step": 5469, + "sup_loss": 0.5401111459111626 + }, + { + "train_step": 5470, + "sup_loss": 0.47618467649889495 + }, + { + "train_step": 5471, + "sup_loss": 0.6683041417067135 + }, + { + "train_step": 5472, + "sup_loss": 0.6890062218723265 + }, + { + "train_step": 5473, + "sup_loss": 0.515115923775969 + }, + { + "train_step": 5474, + "sup_loss": 0.692899933142616 + }, + { + "train_step": 5475, + "sup_loss": 0.756578048422741 + }, + { + "train_step": 5476, + "sup_loss": 0.5314048405415784 + }, + { + "train_step": 5477, + "sup_loss": 0.6142764143245101 + }, + { + "train_step": 5478, + "sup_loss": 0.5898381140948695 + }, + { + "train_step": 5479, + "sup_loss": 0.41265754784786796 + }, + { + "train_step": 5480, + "sup_loss": 0.5414408981434028 + }, + { + "train_step": 5481, + "sup_loss": 0.7929756009706239 + }, + { + "train_step": 5482, + "sup_loss": 0.6101045690849759 + }, + { + "train_step": 5483, + "sup_loss": 0.7171207833554327 + }, + { + "train_step": 5484, + "sup_loss": 0.8389347885397258 + }, + { + "train_step": 5485, + "sup_loss": 0.24302989995300894 + }, + { + "train_step": 5486, + "sup_loss": 0.6881802411377135 + }, + { + "train_step": 5487, + "sup_loss": 0.4469524697201517 + }, + { + "train_step": 5488, + "sup_loss": 0.6925419132350618 + }, + { + "train_step": 5489, + "sup_loss": 0.4108668254785278 + }, + { + "train_step": 5490, + "sup_loss": 0.43041664899514603 + }, + { + "train_step": 5491, + "sup_loss": 0.6785981685401151 + }, + { + "train_step": 5492, + "sup_loss": 0.6551082296711328 + }, + { + "train_step": 5493, + "sup_loss": 0.8120273582744914 + }, + { + "train_step": 5494, + "sup_loss": 0.5142093933945073 + }, + { + "train_step": 5495, + "sup_loss": 0.5670191549158791 + }, + { + "train_step": 5496, + "sup_loss": 0.5836423656051404 + }, + { + "train_step": 5497, + "sup_loss": 0.681306589802009 + }, + { + "train_step": 5498, + "sup_loss": 0.4923769692599191 + }, + { + "train_step": 5499, + "sup_loss": 0.6006321069807533 + }, + { + "train_step": 5500, + "sup_loss": 0.4458404443137627 + }, + { + "train_step": 5501, + "sup_loss": 0.8083015015542636 + }, + { + "train_step": 5502, + "sup_loss": 0.48965750147074394 + }, + { + "train_step": 5503, + "sup_loss": 0.5884201347252359 + }, + { + "train_step": 5504, + "sup_loss": 0.692370749303022 + }, + { + "train_step": 5505, + "sup_loss": 0.6850937813536071 + }, + { + "train_step": 5506, + "sup_loss": 0.7554604011047917 + }, + { + "train_step": 5507, + "sup_loss": 0.5688362888160285 + }, + { + "train_step": 5508, + "sup_loss": 0.6459503065151184 + }, + { + "train_step": 5509, + "sup_loss": 0.66842768174045 + }, + { + "train_step": 5510, + "sup_loss": 0.5154091627159147 + }, + { + "train_step": 5511, + "sup_loss": 0.6191281706330456 + }, + { + "train_step": 5512, + "sup_loss": 0.6927664043598881 + }, + { + "train_step": 5513, + "sup_loss": 0.5939687598274203 + }, + { + "train_step": 5514, + "sup_loss": 0.6405964660359925 + }, + { + "train_step": 5515, + "sup_loss": 0.7554266020081707 + }, + { + "train_step": 5516, + "sup_loss": 0.602746456708375 + }, + { + "train_step": 5517, + "sup_loss": 0.6051630374847814 + }, + { + "train_step": 5518, + "sup_loss": 0.45840265444863687 + }, + { + "train_step": 5519, + "sup_loss": 0.5823809947081457 + }, + { + "train_step": 5520, + "sup_loss": 0.6240676307609749 + }, + { + "train_step": 5521, + "sup_loss": 0.7536413298264201 + }, + { + "train_step": 5522, + "sup_loss": 0.6081968782768595 + }, + { + "train_step": 5523, + "sup_loss": 0.48580535089169424 + }, + { + "train_step": 5524, + "sup_loss": 0.5115642004062004 + }, + { + "train_step": 5525, + "sup_loss": 0.5794177444315948 + }, + { + "train_step": 5526, + "sup_loss": 0.5670414694844801 + }, + { + "train_step": 5527, + "sup_loss": 0.6266429899882574 + }, + { + "train_step": 5528, + "sup_loss": 0.5986186935794224 + }, + { + "train_step": 5529, + "sup_loss": 0.5471908354038115 + }, + { + "train_step": 5530, + "sup_loss": 0.6091586125981957 + }, + { + "train_step": 5531, + "sup_loss": 0.45956225531181527 + }, + { + "train_step": 5532, + "sup_loss": 0.5716658562909659 + }, + { + "train_step": 5533, + "sup_loss": 0.8166084148837168 + }, + { + "train_step": 5534, + "sup_loss": 0.6307688048834621 + }, + { + "train_step": 5535, + "sup_loss": 0.3286338067901234 + }, + { + "train_step": 5536, + "sup_loss": 0.5584822271793082 + }, + { + "train_step": 5537, + "sup_loss": 0.7383660631089842 + }, + { + "train_step": 5538, + "sup_loss": 0.7944729786459138 + }, + { + "train_step": 5539, + "sup_loss": 0.5946480799409671 + }, + { + "train_step": 5540, + "sup_loss": 0.4077384419127615 + }, + { + "train_step": 5541, + "sup_loss": 0.53938445401126 + }, + { + "train_step": 5542, + "sup_loss": 0.4795099080793475 + }, + { + "train_step": 5543, + "sup_loss": 0.698729655176693 + }, + { + "train_step": 5544, + "sup_loss": 0.569528634688729 + }, + { + "train_step": 5545, + "sup_loss": 0.627331412894001 + }, + { + "train_step": 5546, + "sup_loss": 0.5657743569925926 + }, + { + "train_step": 5547, + "sup_loss": 0.6657046941104572 + }, + { + "train_step": 5548, + "sup_loss": 0.5909123418950407 + }, + { + "train_step": 5549, + "sup_loss": 0.6399234624086979 + }, + { + "train_step": 5550, + "sup_loss": 0.7034465733041317 + }, + { + "train_step": 5551, + "sup_loss": 0.3631693138220749 + }, + { + "train_step": 5552, + "sup_loss": 0.5687636945626043 + }, + { + "train_step": 5553, + "sup_loss": 0.5391341878860493 + }, + { + "train_step": 5554, + "sup_loss": 0.7487849880728266 + }, + { + "train_step": 5555, + "sup_loss": 0.6375407516571345 + }, + { + "train_step": 5556, + "sup_loss": 0.6370648985797721 + }, + { + "train_step": 5557, + "sup_loss": 0.3223937860516702 + }, + { + "train_step": 5558, + "sup_loss": 0.516060411639524 + }, + { + "train_step": 5559, + "sup_loss": 0.4142823459231694 + }, + { + "train_step": 5560, + "sup_loss": 0.5619004436554548 + }, + { + "train_step": 5561, + "sup_loss": 0.5181442162991644 + }, + { + "train_step": 5562, + "sup_loss": 0.47169821049026256 + }, + { + "train_step": 5563, + "sup_loss": 0.49144786116295563 + }, + { + "train_step": 5564, + "sup_loss": 0.4916370587754483 + }, + { + "train_step": 5565, + "sup_loss": 0.6765451768232181 + }, + { + "train_step": 5566, + "sup_loss": 0.303436687588916 + }, + { + "train_step": 5567, + "sup_loss": 0.6858396835624229 + }, + { + "train_step": 5568, + "sup_loss": 0.5205730654411743 + }, + { + "train_step": 5569, + "sup_loss": 0.5080630103514314 + }, + { + "train_step": 5570, + "sup_loss": 0.5618983420925611 + }, + { + "train_step": 5571, + "sup_loss": 0.4497243702617279 + }, + { + "train_step": 5572, + "sup_loss": 0.822558692361833 + }, + { + "train_step": 5573, + "sup_loss": 0.6349805653492671 + }, + { + "train_step": 5574, + "sup_loss": 0.663945095303747 + }, + { + "train_step": 5575, + "sup_loss": 0.6006802266910736 + }, + { + "train_step": 5576, + "sup_loss": 0.7433763868569637 + }, + { + "train_step": 5577, + "sup_loss": 0.4644064955759949 + }, + { + "train_step": 5578, + "sup_loss": 0.691218284340437 + }, + { + "train_step": 5579, + "sup_loss": 0.4503289063896076 + }, + { + "train_step": 5580, + "sup_loss": 0.616443239667753 + }, + { + "train_step": 5581, + "sup_loss": 0.4660673135011002 + }, + { + "train_step": 5582, + "sup_loss": 0.5661844289892606 + }, + { + "train_step": 5583, + "sup_loss": 0.694604362434037 + }, + { + "train_step": 5584, + "sup_loss": 0.42069275162299735 + }, + { + "train_step": 5585, + "sup_loss": 0.42433056838842437 + }, + { + "train_step": 5586, + "sup_loss": 0.6248053433432174 + }, + { + "train_step": 5587, + "sup_loss": 0.7052010040393426 + }, + { + "train_step": 5588, + "sup_loss": 0.7232899932525555 + }, + { + "train_step": 5589, + "sup_loss": 0.6563074269176753 + }, + { + "train_step": 5590, + "sup_loss": 0.6594972061134702 + }, + { + "train_step": 5591, + "sup_loss": 0.5379802557079664 + }, + { + "train_step": 5592, + "sup_loss": 0.656099014711067 + }, + { + "train_step": 5593, + "sup_loss": 0.6152941165791069 + }, + { + "train_step": 5594, + "sup_loss": 0.5634776491309559 + }, + { + "train_step": 5595, + "sup_loss": 0.580687527590984 + }, + { + "train_step": 5596, + "sup_loss": 0.6375769333940677 + }, + { + "train_step": 5597, + "sup_loss": 0.5502690414681255 + }, + { + "train_step": 5598, + "sup_loss": 0.5090663999209388 + }, + { + "train_step": 5599, + "sup_loss": 0.6388566729658294 + }, + { + "train_step": 5600, + "sup_loss": 0.5291649785833327 + }, + { + "train_step": 5601, + "sup_loss": 0.5700783001665589 + }, + { + "train_step": 5602, + "sup_loss": 0.6514962963978068 + }, + { + "train_step": 5603, + "sup_loss": 0.7658404916956514 + }, + { + "train_step": 5604, + "sup_loss": 0.42447664481452835 + }, + { + "train_step": 5605, + "sup_loss": 0.6454861866324353 + }, + { + "train_step": 5606, + "sup_loss": 0.6679248499261704 + }, + { + "train_step": 5607, + "sup_loss": 0.6500693936991826 + }, + { + "train_step": 5608, + "sup_loss": 0.5324564209889735 + }, + { + "train_step": 5609, + "sup_loss": 0.5652480294479877 + }, + { + "train_step": 5610, + "sup_loss": 0.5332021002373063 + }, + { + "train_step": 5611, + "sup_loss": 0.6051879839359084 + }, + { + "train_step": 5612, + "sup_loss": 0.4327630963888307 + }, + { + "train_step": 5613, + "sup_loss": 0.2812004939468996 + }, + { + "train_step": 5614, + "sup_loss": 0.6157828290104416 + }, + { + "train_step": 5615, + "sup_loss": 0.7794704907664254 + }, + { + "train_step": 5616, + "sup_loss": 0.42098516798134605 + }, + { + "train_step": 5617, + "sup_loss": 0.5710418691201459 + }, + { + "train_step": 5618, + "sup_loss": 0.9428475944283486 + }, + { + "train_step": 5619, + "sup_loss": 0.6383145125995782 + }, + { + "train_step": 5620, + "sup_loss": 0.6151782842453349 + }, + { + "train_step": 5621, + "sup_loss": 0.44100505958378194 + }, + { + "train_step": 5622, + "sup_loss": 0.5281319742680125 + }, + { + "train_step": 5623, + "sup_loss": 0.8019350723058818 + }, + { + "train_step": 5624, + "sup_loss": 0.5258938918222068 + }, + { + "train_step": 5625, + "sup_loss": 0.4586949549727148 + }, + { + "train_step": 5626, + "sup_loss": 0.6801165282801658 + }, + { + "train_step": 5627, + "sup_loss": 0.5636889880408581 + }, + { + "train_step": 5628, + "sup_loss": 0.8610047286275239 + }, + { + "train_step": 5629, + "sup_loss": 0.48489959063519544 + }, + { + "train_step": 5630, + "sup_loss": 0.6195090838009207 + }, + { + "train_step": 5631, + "sup_loss": 0.6240035755074025 + }, + { + "train_step": 5632, + "sup_loss": 0.568160191198514 + }, + { + "train_step": 5633, + "sup_loss": 0.6484457690874736 + }, + { + "train_step": 5634, + "sup_loss": 0.5679876244175555 + }, + { + "train_step": 5635, + "sup_loss": 0.6029693129084162 + }, + { + "train_step": 5636, + "sup_loss": 0.7045461451541597 + }, + { + "train_step": 5637, + "sup_loss": 0.7022910105097132 + }, + { + "train_step": 5638, + "sup_loss": 0.6591235555405985 + }, + { + "train_step": 5639, + "sup_loss": 0.4701427143898791 + }, + { + "train_step": 5640, + "sup_loss": 0.5798996427775709 + }, + { + "train_step": 5641, + "sup_loss": 0.7503157355089219 + }, + { + "train_step": 5642, + "sup_loss": 0.6861737256488131 + }, + { + "train_step": 5643, + "sup_loss": 0.5624088022817391 + }, + { + "train_step": 5644, + "sup_loss": 0.6661425005526159 + }, + { + "train_step": 5645, + "sup_loss": 0.7172313537291881 + }, + { + "train_step": 5646, + "sup_loss": 0.7212147638150098 + }, + { + "train_step": 5647, + "sup_loss": 0.5913106856883519 + }, + { + "train_step": 5648, + "sup_loss": 0.845227832413445 + }, + { + "train_step": 5649, + "sup_loss": 0.7830480366793133 + }, + { + "train_step": 5650, + "sup_loss": 0.7638919723766198 + }, + { + "train_step": 5651, + "sup_loss": 0.46752792296734186 + }, + { + "train_step": 5652, + "sup_loss": 0.8385442444024888 + }, + { + "train_step": 5653, + "sup_loss": 0.5558068923470559 + }, + { + "train_step": 5654, + "sup_loss": 0.6183646167596921 + }, + { + "train_step": 5655, + "sup_loss": 0.6434937900838333 + }, + { + "train_step": 5656, + "sup_loss": 0.42507822252132477 + }, + { + "train_step": 5657, + "sup_loss": 0.5475122274998253 + }, + { + "train_step": 5658, + "sup_loss": 0.5879605168718767 + }, + { + "train_step": 5659, + "sup_loss": 0.609299454649649 + }, + { + "train_step": 5660, + "sup_loss": 0.6121381609425076 + }, + { + "train_step": 5661, + "sup_loss": 0.6465518505052396 + }, + { + "train_step": 5662, + "sup_loss": 0.5464195968587396 + }, + { + "train_step": 5663, + "sup_loss": 0.7961761578950204 + }, + { + "train_step": 5664, + "sup_loss": 0.5833934735155187 + }, + { + "train_step": 5665, + "sup_loss": 0.7399911091157146 + }, + { + "train_step": 5666, + "sup_loss": 0.7042671225961971 + }, + { + "train_step": 5667, + "sup_loss": 0.6448228002767217 + }, + { + "train_step": 5668, + "sup_loss": 0.4566071889971578 + }, + { + "train_step": 5669, + "sup_loss": 0.4571616771624531 + }, + { + "train_step": 5670, + "sup_loss": 0.3095651417508809 + }, + { + "train_step": 5671, + "sup_loss": 0.364662061208317 + }, + { + "train_step": 5672, + "sup_loss": 0.5960660646383962 + }, + { + "train_step": 5673, + "sup_loss": 0.44841061156517575 + }, + { + "train_step": 5674, + "sup_loss": 0.592163932973784 + }, + { + "train_step": 5675, + "sup_loss": 0.5163928796879336 + }, + { + "train_step": 5676, + "sup_loss": 0.666809955289579 + }, + { + "train_step": 5677, + "sup_loss": 0.48230709873301447 + }, + { + "train_step": 5678, + "sup_loss": 0.641400944399796 + }, + { + "train_step": 5679, + "sup_loss": 0.5398327977083658 + }, + { + "train_step": 5680, + "sup_loss": 0.4859766259169612 + }, + { + "train_step": 5681, + "sup_loss": 0.48695923786894807 + }, + { + "train_step": 5682, + "sup_loss": 0.5711623451591863 + }, + { + "train_step": 5683, + "sup_loss": 0.6885024257153486 + }, + { + "train_step": 5684, + "sup_loss": 0.38819135875213684 + }, + { + "train_step": 5685, + "sup_loss": 0.5772149162602306 + }, + { + "train_step": 5686, + "sup_loss": 0.5729514513441984 + }, + { + "train_step": 5687, + "sup_loss": 0.7040312343684344 + }, + { + "train_step": 5688, + "sup_loss": 0.6042055588527183 + }, + { + "train_step": 5689, + "sup_loss": 0.6269172547438977 + }, + { + "train_step": 5690, + "sup_loss": 0.6295485602712841 + }, + { + "train_step": 5691, + "sup_loss": 0.5145583012679444 + }, + { + "train_step": 5692, + "sup_loss": 0.53807518032784 + }, + { + "train_step": 5693, + "sup_loss": 0.49953031433482564 + }, + { + "train_step": 5694, + "sup_loss": 0.5786814860867892 + }, + { + "train_step": 5695, + "sup_loss": 0.7019275810974293 + }, + { + "train_step": 5696, + "sup_loss": 0.6498339044683171 + }, + { + "train_step": 5697, + "sup_loss": 0.5784718499379266 + }, + { + "train_step": 5698, + "sup_loss": 0.617080757845663 + }, + { + "train_step": 5699, + "sup_loss": 0.5457601302553081 + }, + { + "train_step": 5700, + "sup_loss": 0.5851266911262556 + }, + { + "train_step": 5701, + "sup_loss": 0.6900138477433583 + }, + { + "train_step": 5702, + "sup_loss": 0.6057866399499293 + }, + { + "train_step": 5703, + "sup_loss": 0.6014989340191593 + }, + { + "train_step": 5704, + "sup_loss": 0.686668376705047 + }, + { + "train_step": 5705, + "sup_loss": 0.5113221504263463 + }, + { + "train_step": 5706, + "sup_loss": 0.6209879798796221 + }, + { + "train_step": 5707, + "sup_loss": 0.6945604966924349 + }, + { + "train_step": 5708, + "sup_loss": 0.5284246036425367 + }, + { + "train_step": 5709, + "sup_loss": 0.8319098542049936 + }, + { + "train_step": 5710, + "sup_loss": 0.3879161090521438 + }, + { + "train_step": 5711, + "sup_loss": 0.6000154284775983 + }, + { + "train_step": 5712, + "sup_loss": 0.644268990676852 + }, + { + "train_step": 5713, + "sup_loss": 0.4820650522927569 + }, + { + "train_step": 5714, + "sup_loss": 0.6357451209673869 + }, + { + "train_step": 5715, + "sup_loss": 0.6804731560728069 + }, + { + "train_step": 5716, + "sup_loss": 0.6039154320637683 + }, + { + "train_step": 5717, + "sup_loss": 0.5097942008237866 + }, + { + "train_step": 5718, + "sup_loss": 0.4169101194486133 + }, + { + "train_step": 5719, + "sup_loss": 0.8147940939933127 + }, + { + "train_step": 5720, + "sup_loss": 0.5858307611033085 + }, + { + "train_step": 5721, + "sup_loss": 0.5161236885674865 + }, + { + "train_step": 5722, + "sup_loss": 0.5487161793740722 + }, + { + "train_step": 5723, + "sup_loss": 0.6781389524442499 + }, + { + "train_step": 5724, + "sup_loss": 0.7263733637202762 + }, + { + "train_step": 5725, + "sup_loss": 0.3587576245081618 + }, + { + "train_step": 5726, + "sup_loss": 0.2896208012181759 + }, + { + "train_step": 5727, + "sup_loss": 0.37827984110106944 + }, + { + "train_step": 5728, + "sup_loss": 0.5359251595434003 + }, + { + "train_step": 5729, + "sup_loss": 0.6887180190070595 + }, + { + "train_step": 5730, + "sup_loss": 0.5579343637910161 + }, + { + "train_step": 5731, + "sup_loss": 0.4988817388116895 + }, + { + "train_step": 5732, + "sup_loss": 0.5958936885632153 + }, + { + "train_step": 5733, + "sup_loss": 0.7419673358910335 + }, + { + "train_step": 5734, + "sup_loss": 0.7867032329502665 + }, + { + "train_step": 5735, + "sup_loss": 0.2923532032744569 + }, + { + "train_step": 5736, + "sup_loss": 0.5442187408851357 + }, + { + "train_step": 5737, + "sup_loss": 0.6049534967289399 + }, + { + "train_step": 5738, + "sup_loss": 0.4556681081322689 + }, + { + "train_step": 5739, + "sup_loss": 0.4906905343404044 + }, + { + "train_step": 5740, + "sup_loss": 0.594423242377205 + }, + { + "train_step": 5741, + "sup_loss": 0.5015807321683586 + }, + { + "train_step": 5742, + "sup_loss": 0.5222629095915713 + }, + { + "train_step": 5743, + "sup_loss": 0.5121337853008769 + }, + { + "train_step": 5744, + "sup_loss": 0.40339936114529373 + }, + { + "train_step": 5745, + "sup_loss": 0.539168913463623 + }, + { + "train_step": 5746, + "sup_loss": 0.6581713964523407 + }, + { + "train_step": 5747, + "sup_loss": 0.5897369801196597 + }, + { + "train_step": 5748, + "sup_loss": 0.5383890400862381 + }, + { + "train_step": 5749, + "sup_loss": 0.8266070440919806 + }, + { + "train_step": 5750, + "sup_loss": 0.6695240794210388 + }, + { + "train_step": 5751, + "sup_loss": 0.5124593176241691 + }, + { + "train_step": 5752, + "sup_loss": 0.6907682841613889 + }, + { + "train_step": 5753, + "sup_loss": 0.5473888323439389 + }, + { + "train_step": 5754, + "sup_loss": 0.6262641365942032 + }, + { + "train_step": 5755, + "sup_loss": 0.25939458255823006 + }, + { + "train_step": 5756, + "sup_loss": 0.6094126303097511 + }, + { + "train_step": 5757, + "sup_loss": 0.7410859477192345 + }, + { + "train_step": 5758, + "sup_loss": 0.6257365538907179 + }, + { + "train_step": 5759, + "sup_loss": 0.7660963943276751 + }, + { + "train_step": 5760, + "sup_loss": 0.5858063011175062 + }, + { + "train_step": 5761, + "sup_loss": 0.6494635348078213 + }, + { + "train_step": 5762, + "sup_loss": 0.5158855578191869 + }, + { + "train_step": 5763, + "sup_loss": 0.4070477533328482 + }, + { + "train_step": 5764, + "sup_loss": 0.49217978259941353 + }, + { + "train_step": 5765, + "sup_loss": 0.6367360378784969 + }, + { + "train_step": 5766, + "sup_loss": 0.618013520422263 + }, + { + "train_step": 5767, + "sup_loss": 0.49113284873362933 + }, + { + "train_step": 5768, + "sup_loss": 0.46706999053979437 + }, + { + "train_step": 5769, + "sup_loss": 0.565939699756834 + }, + { + "train_step": 5770, + "sup_loss": 0.5669120929598606 + }, + { + "train_step": 5771, + "sup_loss": 0.44001982379686155 + }, + { + "train_step": 5772, + "sup_loss": 0.6218225175245629 + }, + { + "train_step": 5773, + "sup_loss": 0.6159946082461936 + }, + { + "train_step": 5774, + "sup_loss": 0.7222141135364066 + }, + { + "train_step": 5775, + "sup_loss": 0.5583968194183407 + }, + { + "train_step": 5776, + "sup_loss": 0.34363860534065405 + }, + { + "train_step": 5777, + "sup_loss": 0.7068555671009957 + }, + { + "train_step": 5778, + "sup_loss": 0.5351356051439154 + }, + { + "train_step": 5779, + "sup_loss": 0.7769240857070592 + }, + { + "train_step": 5780, + "sup_loss": 0.674830774505938 + }, + { + "train_step": 5781, + "sup_loss": 0.6893501120988901 + }, + { + "train_step": 5782, + "sup_loss": 0.413537302948806 + }, + { + "train_step": 5783, + "sup_loss": 0.6995043876478648 + }, + { + "train_step": 5784, + "sup_loss": 0.4677417974837211 + }, + { + "train_step": 5785, + "sup_loss": 0.46713600317651455 + }, + { + "train_step": 5786, + "sup_loss": 0.687938930550226 + }, + { + "train_step": 5787, + "sup_loss": 0.5357948882859893 + }, + { + "train_step": 5788, + "sup_loss": 0.6195268498586183 + }, + { + "train_step": 5789, + "sup_loss": 0.692141188785518 + }, + { + "train_step": 5790, + "sup_loss": 0.6494696532583579 + }, + { + "train_step": 5791, + "sup_loss": 0.5535358718055393 + }, + { + "train_step": 5792, + "sup_loss": 0.6867496606012414 + }, + { + "train_step": 5793, + "sup_loss": 0.532151272298574 + }, + { + "train_step": 5794, + "sup_loss": 0.6965865538508053 + }, + { + "train_step": 5795, + "sup_loss": 0.46139116660622886 + }, + { + "train_step": 5796, + "sup_loss": 0.6321411880047461 + }, + { + "train_step": 5797, + "sup_loss": 0.725005381885861 + }, + { + "train_step": 5798, + "sup_loss": 0.5760698297626868 + }, + { + "train_step": 5799, + "sup_loss": 0.6159727298794263 + }, + { + "train_step": 5800, + "sup_loss": 0.6457165780160277 + }, + { + "train_step": 5801, + "sup_loss": 0.7175557003852051 + }, + { + "train_step": 5802, + "sup_loss": 0.5787385546933134 + }, + { + "train_step": 5803, + "sup_loss": 0.7682007722219647 + }, + { + "train_step": 5804, + "sup_loss": 0.6037399219330954 + }, + { + "train_step": 5805, + "sup_loss": 0.40414575719990603 + }, + { + "train_step": 5806, + "sup_loss": 0.6730796818600269 + }, + { + "train_step": 5807, + "sup_loss": 0.6857743920270467 + }, + { + "train_step": 5808, + "sup_loss": 0.627495290600819 + }, + { + "train_step": 5809, + "sup_loss": 0.8343131894708075 + }, + { + "train_step": 5810, + "sup_loss": 0.4223302650675068 + }, + { + "train_step": 5811, + "sup_loss": 0.7145053222466077 + }, + { + "train_step": 5812, + "sup_loss": 0.5028404898969049 + }, + { + "train_step": 5813, + "sup_loss": 0.34587348594838274 + }, + { + "train_step": 5814, + "sup_loss": 0.6121519564777228 + }, + { + "train_step": 5815, + "sup_loss": 0.647637628897019 + }, + { + "train_step": 5816, + "sup_loss": 0.4718313734486893 + }, + { + "train_step": 5817, + "sup_loss": 0.6261279842862142 + }, + { + "train_step": 5818, + "sup_loss": 0.6018313281541726 + }, + { + "train_step": 5819, + "sup_loss": 0.5157350328637395 + }, + { + "train_step": 5820, + "sup_loss": 0.6311841055772588 + }, + { + "train_step": 5821, + "sup_loss": 0.3817839191455579 + }, + { + "train_step": 5822, + "sup_loss": 0.6163392537891216 + }, + { + "train_step": 5823, + "sup_loss": 0.4099872356551084 + }, + { + "train_step": 5824, + "sup_loss": 0.47162288600955615 + }, + { + "train_step": 5825, + "sup_loss": 0.2533721755942552 + }, + { + "train_step": 5826, + "sup_loss": 0.2929033171061978 + }, + { + "train_step": 5827, + "sup_loss": 0.5671522290312689 + }, + { + "train_step": 5828, + "sup_loss": 0.8374482233959804 + }, + { + "train_step": 5829, + "sup_loss": 0.46079363712827776 + }, + { + "train_step": 5830, + "sup_loss": 0.6560982485169002 + }, + { + "train_step": 5831, + "sup_loss": 0.5650684172917076 + }, + { + "train_step": 5832, + "sup_loss": 0.4362140371901303 + }, + { + "train_step": 5833, + "sup_loss": 0.6533128670058014 + }, + { + "train_step": 5834, + "sup_loss": 0.6739370586626694 + }, + { + "train_step": 5835, + "sup_loss": 0.5958461814792406 + }, + { + "train_step": 5836, + "sup_loss": 0.5646009658926102 + }, + { + "train_step": 5837, + "sup_loss": 0.5049471797635037 + }, + { + "train_step": 5838, + "sup_loss": 0.4998709725119136 + }, + { + "train_step": 5839, + "sup_loss": 0.7235001309859307 + }, + { + "train_step": 5840, + "sup_loss": 0.4780567297100746 + }, + { + "train_step": 5841, + "sup_loss": 0.5745640555956265 + }, + { + "train_step": 5842, + "sup_loss": 0.38901510179571697 + }, + { + "train_step": 5843, + "sup_loss": 0.6001785125329113 + }, + { + "train_step": 5844, + "sup_loss": 0.7187174451081564 + }, + { + "train_step": 5845, + "sup_loss": 0.5545631524301975 + }, + { + "train_step": 5846, + "sup_loss": 0.5509076492964416 + }, + { + "train_step": 5847, + "sup_loss": 0.6389427021782832 + }, + { + "train_step": 5848, + "sup_loss": 0.8094122247922698 + }, + { + "train_step": 5849, + "sup_loss": 0.7552548471389379 + }, + { + "train_step": 5850, + "sup_loss": 0.5736757214685231 + }, + { + "train_step": 5851, + "sup_loss": 0.30654077952543884 + }, + { + "train_step": 5852, + "sup_loss": 0.7012585216639762 + }, + { + "train_step": 5853, + "sup_loss": 0.4250243190067068 + }, + { + "train_step": 5854, + "sup_loss": 0.5743675421829103 + }, + { + "train_step": 5855, + "sup_loss": 0.6453766324032388 + }, + { + "train_step": 5856, + "sup_loss": 0.6325910585462262 + }, + { + "train_step": 5857, + "sup_loss": 0.7713461789778949 + }, + { + "train_step": 5858, + "sup_loss": 0.3004127282735108 + }, + { + "train_step": 5859, + "sup_loss": 0.7288653397988695 + }, + { + "train_step": 5860, + "sup_loss": 0.6338597393288687 + }, + { + "train_step": 5861, + "sup_loss": 0.6597107642754665 + }, + { + "train_step": 5862, + "sup_loss": 0.7601094076305296 + }, + { + "train_step": 5863, + "sup_loss": 0.5863360303463058 + }, + { + "train_step": 5864, + "sup_loss": 0.34916000441800343 + }, + { + "train_step": 5865, + "sup_loss": 0.30805506940498356 + }, + { + "train_step": 5866, + "sup_loss": 0.44229923265023086 + }, + { + "train_step": 5867, + "sup_loss": 0.8458615348385465 + }, + { + "train_step": 5868, + "sup_loss": 0.5809481679259981 + }, + { + "train_step": 5869, + "sup_loss": 0.5085200642595131 + }, + { + "train_step": 5870, + "sup_loss": 0.4205285817134881 + }, + { + "train_step": 5871, + "sup_loss": 0.4351600918403712 + }, + { + "train_step": 5872, + "sup_loss": 0.39840806572631926 + }, + { + "train_step": 5873, + "sup_loss": 0.5657993172238485 + }, + { + "train_step": 5874, + "sup_loss": 0.5067354340091104 + }, + { + "train_step": 5875, + "sup_loss": 0.6479571367564562 + }, + { + "train_step": 5876, + "sup_loss": 0.50469162515829 + }, + { + "train_step": 5877, + "sup_loss": 0.5580489429868614 + }, + { + "train_step": 5878, + "sup_loss": 0.44584240079172305 + }, + { + "train_step": 5879, + "sup_loss": 0.8049658061257171 + }, + { + "train_step": 5880, + "sup_loss": 0.7157453833009741 + }, + { + "train_step": 5881, + "sup_loss": 0.5252308527668987 + }, + { + "train_step": 5882, + "sup_loss": 0.456899369637654 + }, + { + "train_step": 5883, + "sup_loss": 0.7054555627965644 + }, + { + "train_step": 5884, + "sup_loss": 0.5817087713285398 + }, + { + "train_step": 5885, + "sup_loss": 0.627112524677339 + }, + { + "train_step": 5886, + "sup_loss": 0.5923908466727165 + }, + { + "train_step": 5887, + "sup_loss": 0.9906243410452913 + }, + { + "train_step": 5888, + "sup_loss": 0.2613351987067238 + }, + { + "train_step": 5889, + "sup_loss": 0.6049267847702504 + }, + { + "train_step": 5890, + "sup_loss": 0.5603352738953414 + }, + { + "train_step": 5891, + "sup_loss": 0.6218621803535779 + }, + { + "train_step": 5892, + "sup_loss": 0.6639946187133281 + }, + { + "train_step": 5893, + "sup_loss": 0.536499805761121 + }, + { + "train_step": 5894, + "sup_loss": 0.33854688762116164 + }, + { + "train_step": 5895, + "sup_loss": 0.3335977937005421 + }, + { + "train_step": 5896, + "sup_loss": 0.5384757626685069 + }, + { + "train_step": 5897, + "sup_loss": 0.6246059513826976 + }, + { + "train_step": 5898, + "sup_loss": 0.6303583772461135 + }, + { + "train_step": 5899, + "sup_loss": 0.35025063259079314 + }, + { + "train_step": 5900, + "sup_loss": 0.3391879473019137 + }, + { + "train_step": 5901, + "sup_loss": 0.643007783794678 + }, + { + "train_step": 5902, + "sup_loss": 0.5613338475562426 + }, + { + "train_step": 5903, + "sup_loss": 0.5971370146017705 + }, + { + "train_step": 5904, + "sup_loss": 0.6439672736470127 + }, + { + "train_step": 5905, + "sup_loss": 0.5545810916782498 + }, + { + "train_step": 5906, + "sup_loss": 0.48548239199277265 + }, + { + "train_step": 5907, + "sup_loss": 0.5323855465141806 + }, + { + "train_step": 5908, + "sup_loss": 0.6209482455395066 + }, + { + "train_step": 5909, + "sup_loss": 0.7746374397320355 + }, + { + "train_step": 5910, + "sup_loss": 0.9156887835471191 + }, + { + "train_step": 5911, + "sup_loss": 0.734808413279869 + }, + { + "train_step": 5912, + "sup_loss": 0.7869355599323722 + }, + { + "train_step": 5913, + "sup_loss": 0.6802554537835181 + }, + { + "train_step": 5914, + "sup_loss": 0.49894103278328455 + }, + { + "train_step": 5915, + "sup_loss": 0.4915929622502331 + }, + { + "train_step": 5916, + "sup_loss": 0.4522622817535803 + }, + { + "train_step": 5917, + "sup_loss": 0.42579340270471205 + }, + { + "train_step": 5918, + "sup_loss": 0.5493117673704944 + }, + { + "train_step": 5919, + "sup_loss": 0.7688689774514553 + }, + { + "train_step": 5920, + "sup_loss": 0.7562498651718569 + }, + { + "train_step": 5921, + "sup_loss": 0.4752966283084578 + }, + { + "train_step": 5922, + "sup_loss": 0.750656147486345 + }, + { + "train_step": 5923, + "sup_loss": 0.7135266302232529 + }, + { + "train_step": 5924, + "sup_loss": 0.6334676476790295 + }, + { + "train_step": 5925, + "sup_loss": 0.5735315991917889 + }, + { + "train_step": 5926, + "sup_loss": 0.7258510455264265 + }, + { + "train_step": 5927, + "sup_loss": 0.6637974932537347 + }, + { + "train_step": 5928, + "sup_loss": 0.5542850398523373 + }, + { + "train_step": 5929, + "sup_loss": 0.6291079117477912 + }, + { + "train_step": 5930, + "sup_loss": 0.47137072120322704 + }, + { + "train_step": 5931, + "sup_loss": 0.45673465053455725 + }, + { + "train_step": 5932, + "sup_loss": 0.45397611699469986 + }, + { + "train_step": 5933, + "sup_loss": 0.7149084885499148 + }, + { + "train_step": 5934, + "sup_loss": 0.6740023454498183 + }, + { + "train_step": 5935, + "sup_loss": 0.4573980470296857 + }, + { + "train_step": 5936, + "sup_loss": 0.7575393918184706 + }, + { + "train_step": 5937, + "sup_loss": 0.6083964099984539 + }, + { + "train_step": 5938, + "sup_loss": 0.7790651547245466 + }, + { + "train_step": 5939, + "sup_loss": 0.4675023481535897 + }, + { + "train_step": 5940, + "sup_loss": 0.5383128312296814 + }, + { + "train_step": 5941, + "sup_loss": 0.48258622853796546 + }, + { + "train_step": 5942, + "sup_loss": 0.6943420326474256 + }, + { + "train_step": 5943, + "sup_loss": 0.49684389511925964 + }, + { + "train_step": 5944, + "sup_loss": 0.4697866685642738 + }, + { + "train_step": 5945, + "sup_loss": 0.3835869619416898 + }, + { + "train_step": 5946, + "sup_loss": 0.5850937688426984 + }, + { + "train_step": 5947, + "sup_loss": 0.6065974826169295 + }, + { + "train_step": 5948, + "sup_loss": 0.3072523783072163 + }, + { + "train_step": 5949, + "sup_loss": 0.44826242180887504 + }, + { + "train_step": 5950, + "sup_loss": 0.4733775787683517 + }, + { + "train_step": 5951, + "sup_loss": 0.6431375594860307 + }, + { + "train_step": 5952, + "sup_loss": 0.613605171125369 + }, + { + "train_step": 5953, + "sup_loss": 0.5390906321047259 + }, + { + "train_step": 5954, + "sup_loss": 0.6810435158252703 + }, + { + "train_step": 5955, + "sup_loss": 0.5321686561421736 + }, + { + "train_step": 5956, + "sup_loss": 0.46274037505370474 + }, + { + "train_step": 5957, + "sup_loss": 0.5385881572270949 + }, + { + "train_step": 5958, + "sup_loss": 0.48212621938781836 + }, + { + "train_step": 5959, + "sup_loss": 0.706959264189559 + }, + { + "train_step": 5960, + "sup_loss": 0.49565966078578144 + }, + { + "train_step": 5961, + "sup_loss": 0.725925431437083 + }, + { + "train_step": 5962, + "sup_loss": 0.570411120038777 + }, + { + "train_step": 5963, + "sup_loss": 0.5837751582867877 + }, + { + "train_step": 5964, + "sup_loss": 0.7309270214546572 + }, + { + "train_step": 5965, + "sup_loss": 0.5362807794274788 + }, + { + "train_step": 5966, + "sup_loss": 0.6069848608422025 + }, + { + "train_step": 5967, + "sup_loss": 0.8388645065196584 + }, + { + "train_step": 5968, + "sup_loss": 0.5081003236017976 + }, + { + "train_step": 5969, + "sup_loss": 0.6094133727625501 + }, + { + "train_step": 5970, + "sup_loss": 0.7100939696017122 + }, + { + "train_step": 5971, + "sup_loss": 0.7422957079708948 + }, + { + "train_step": 5972, + "sup_loss": 0.32578718961527897 + }, + { + "train_step": 5973, + "sup_loss": 0.6732131475610947 + }, + { + "train_step": 5974, + "sup_loss": 0.5644081460191882 + }, + { + "train_step": 5975, + "sup_loss": 0.4308076734280382 + }, + { + "train_step": 5976, + "sup_loss": 0.5811498317682844 + }, + { + "train_step": 5977, + "sup_loss": 0.5560985201179176 + }, + { + "train_step": 5978, + "sup_loss": 0.63204091559171 + }, + { + "train_step": 5979, + "sup_loss": 0.41932766317291637 + }, + { + "train_step": 5980, + "sup_loss": 0.6747723138518057 + }, + { + "train_step": 5981, + "sup_loss": 0.7645773750364407 + }, + { + "train_step": 5982, + "sup_loss": 0.6719748897174732 + }, + { + "train_step": 5983, + "sup_loss": 0.5886860139846423 + }, + { + "train_step": 5984, + "sup_loss": 0.5816779377464186 + }, + { + "train_step": 5985, + "sup_loss": 0.40681965698968847 + }, + { + "train_step": 5986, + "sup_loss": 0.6607593810226084 + }, + { + "train_step": 5987, + "sup_loss": 0.43165183763517345 + }, + { + "train_step": 5988, + "sup_loss": 0.5813930961070939 + }, + { + "train_step": 5989, + "sup_loss": 0.45696240040689223 + }, + { + "train_step": 5990, + "sup_loss": 0.38354223821137806 + }, + { + "train_step": 5991, + "sup_loss": 0.4352515322824047 + }, + { + "train_step": 5992, + "sup_loss": 0.4149548275506441 + }, + { + "train_step": 5993, + "sup_loss": 0.6450665059527578 + }, + { + "train_step": 5994, + "sup_loss": 0.7938189720121239 + }, + { + "train_step": 5995, + "sup_loss": 0.49892032650738694 + }, + { + "train_step": 5996, + "sup_loss": 0.5320306595658684 + }, + { + "train_step": 5997, + "sup_loss": 0.4135882878667406 + }, + { + "train_step": 5998, + "sup_loss": 0.5188504501777271 + }, + { + "train_step": 5999, + "sup_loss": 0.6072799361794045 + }, + { + "train_step": 6000, + "sup_loss": 0.5153628324320948 + }, + { + "train_step": 6001, + "sup_loss": 0.5282866280473211 + }, + { + "train_step": 6002, + "sup_loss": 0.5897945721017257 + }, + { + "train_step": 6003, + "sup_loss": 0.5048227118992582 + }, + { + "train_step": 6004, + "sup_loss": 0.5520817394466231 + }, + { + "train_step": 6005, + "sup_loss": 0.4154540147302516 + }, + { + "train_step": 6006, + "sup_loss": 0.6576357639776877 + }, + { + "train_step": 6007, + "sup_loss": 0.7138670853015145 + }, + { + "train_step": 6008, + "sup_loss": 0.7178425155102265 + }, + { + "train_step": 6009, + "sup_loss": 0.6145930160952369 + }, + { + "train_step": 6010, + "sup_loss": 0.6100058089080304 + }, + { + "train_step": 6011, + "sup_loss": 0.4584996678528286 + }, + { + "train_step": 6012, + "sup_loss": 0.6801933943891985 + }, + { + "train_step": 6013, + "sup_loss": 0.568556825597282 + }, + { + "train_step": 6014, + "sup_loss": 0.6515342447525966 + }, + { + "train_step": 6015, + "sup_loss": 0.61476000869188 + }, + { + "train_step": 6016, + "sup_loss": 0.37582226463055174 + }, + { + "train_step": 6017, + "sup_loss": 0.437479127290189 + }, + { + "train_step": 6018, + "sup_loss": 0.616130442701721 + }, + { + "train_step": 6019, + "sup_loss": 0.4661684697126862 + }, + { + "train_step": 6020, + "sup_loss": 0.38208145350940054 + }, + { + "train_step": 6021, + "sup_loss": 0.7345675236834075 + }, + { + "train_step": 6022, + "sup_loss": 0.45608821019852813 + }, + { + "train_step": 6023, + "sup_loss": 0.4723600089726889 + }, + { + "train_step": 6024, + "sup_loss": 0.5334198666606111 + }, + { + "train_step": 6025, + "sup_loss": 0.5881602940311513 + }, + { + "train_step": 6026, + "sup_loss": 0.7553603641851148 + }, + { + "train_step": 6027, + "sup_loss": 0.5835121319778714 + }, + { + "train_step": 6028, + "sup_loss": 0.5875814817730342 + }, + { + "train_step": 6029, + "sup_loss": 0.7230346983466212 + }, + { + "train_step": 6030, + "sup_loss": 0.5531324244889058 + }, + { + "train_step": 6031, + "sup_loss": 0.5330239459283906 + }, + { + "train_step": 6032, + "sup_loss": 0.36867473380648424 + }, + { + "train_step": 6033, + "sup_loss": 0.41638380885083165 + }, + { + "train_step": 6034, + "sup_loss": 0.5931002536345197 + }, + { + "train_step": 6035, + "sup_loss": 0.5181264051002537 + }, + { + "train_step": 6036, + "sup_loss": 0.3455682950878736 + }, + { + "train_step": 6037, + "sup_loss": 0.5868287647175955 + }, + { + "train_step": 6038, + "sup_loss": 0.3583629983975507 + }, + { + "train_step": 6039, + "sup_loss": 0.44699601699110675 + }, + { + "train_step": 6040, + "sup_loss": 0.5558458115881395 + }, + { + "train_step": 6041, + "sup_loss": 0.36594280499345383 + }, + { + "train_step": 6042, + "sup_loss": 0.4111826749664307 + }, + { + "train_step": 6043, + "sup_loss": 0.39915547546999863 + }, + { + "train_step": 6044, + "sup_loss": 0.6997281318329582 + }, + { + "train_step": 6045, + "sup_loss": 0.4049703008667731 + }, + { + "train_step": 6046, + "sup_loss": 0.3866197354138447 + }, + { + "train_step": 6047, + "sup_loss": 0.7689248544510089 + }, + { + "train_step": 6048, + "sup_loss": 0.7383107089912724 + }, + { + "train_step": 6049, + "sup_loss": 0.5742381323799866 + }, + { + "train_step": 6050, + "sup_loss": 0.4850373020370957 + }, + { + "train_step": 6051, + "sup_loss": 0.6221273137743596 + }, + { + "train_step": 6052, + "sup_loss": 0.5933325400282508 + }, + { + "train_step": 6053, + "sup_loss": 0.5261626727193531 + }, + { + "train_step": 6054, + "sup_loss": 0.6632610069957181 + }, + { + "train_step": 6055, + "sup_loss": 0.7147527701770234 + }, + { + "train_step": 6056, + "sup_loss": 0.7220698968971336 + }, + { + "train_step": 6057, + "sup_loss": 0.5585895817135593 + }, + { + "train_step": 6058, + "sup_loss": 0.693915985425718 + }, + { + "train_step": 6059, + "sup_loss": 0.7378447221474084 + }, + { + "train_step": 6060, + "sup_loss": 0.5996530732587831 + }, + { + "train_step": 6061, + "sup_loss": 0.627331687332535 + }, + { + "train_step": 6062, + "sup_loss": 0.6310560370807362 + }, + { + "train_step": 6063, + "sup_loss": 0.6127577309029861 + }, + { + "train_step": 6064, + "sup_loss": 0.6647972551355996 + }, + { + "train_step": 6065, + "sup_loss": 0.7125166338245688 + }, + { + "train_step": 6066, + "sup_loss": 0.7034359202567076 + }, + { + "train_step": 6067, + "sup_loss": 0.7823371568058608 + }, + { + "train_step": 6068, + "sup_loss": 0.6424416673348627 + }, + { + "train_step": 6069, + "sup_loss": 0.37098017990719123 + }, + { + "train_step": 6070, + "sup_loss": 0.5218044380008549 + }, + { + "train_step": 6071, + "sup_loss": 0.7745028471313905 + }, + { + "train_step": 6072, + "sup_loss": 0.19620446851673012 + }, + { + "train_step": 6073, + "sup_loss": 0.5557464593431692 + }, + { + "train_step": 6074, + "sup_loss": 0.3273591295639151 + }, + { + "train_step": 6075, + "sup_loss": 0.7412719653382877 + }, + { + "train_step": 6076, + "sup_loss": 0.47947196488626376 + }, + { + "train_step": 6077, + "sup_loss": 0.7021127854022591 + }, + { + "train_step": 6078, + "sup_loss": 0.7498115357380353 + }, + { + "train_step": 6079, + "sup_loss": 0.6733666803645139 + }, + { + "train_step": 6080, + "sup_loss": 0.7193912988061497 + }, + { + "train_step": 6081, + "sup_loss": 0.5269215531293202 + }, + { + "train_step": 6082, + "sup_loss": 0.3647385752406844 + }, + { + "train_step": 6083, + "sup_loss": 0.6092490936537263 + }, + { + "train_step": 6084, + "sup_loss": 0.6205958589595322 + }, + { + "train_step": 6085, + "sup_loss": 0.6688104034095069 + }, + { + "train_step": 6086, + "sup_loss": 0.37885784622728347 + }, + { + "train_step": 6087, + "sup_loss": 0.4432518024308997 + }, + { + "train_step": 6088, + "sup_loss": 0.5094307796881226 + }, + { + "train_step": 6089, + "sup_loss": 0.5175316747803115 + }, + { + "train_step": 6090, + "sup_loss": 0.6409308550409514 + }, + { + "train_step": 6091, + "sup_loss": 0.5522572189001093 + }, + { + "train_step": 6092, + "sup_loss": 0.5853165636484188 + }, + { + "train_step": 6093, + "sup_loss": 0.325604338541831 + }, + { + "train_step": 6094, + "sup_loss": 0.5142459396260338 + }, + { + "train_step": 6095, + "sup_loss": 0.6202517281699536 + }, + { + "train_step": 6096, + "sup_loss": 0.6387062313884532 + }, + { + "train_step": 6097, + "sup_loss": 0.48995049072667207 + }, + { + "train_step": 6098, + "sup_loss": 0.7507629099098482 + }, + { + "train_step": 6099, + "sup_loss": 0.630130573134662 + }, + { + "train_step": 6100, + "sup_loss": 0.5610476539671319 + }, + { + "train_step": 6101, + "sup_loss": 0.46495847304387483 + }, + { + "train_step": 6102, + "sup_loss": 0.5934515503631338 + }, + { + "train_step": 6103, + "sup_loss": 0.675349741970148 + }, + { + "train_step": 6104, + "sup_loss": 0.5397010714978709 + }, + { + "train_step": 6105, + "sup_loss": 0.7083755114376473 + }, + { + "train_step": 6106, + "sup_loss": 0.546549271689977 + }, + { + "train_step": 6107, + "sup_loss": 0.4180965802748533 + }, + { + "train_step": 6108, + "sup_loss": 0.7104552439956191 + }, + { + "train_step": 6109, + "sup_loss": 0.6932393960556402 + }, + { + "train_step": 6110, + "sup_loss": 0.5420170024600842 + }, + { + "train_step": 6111, + "sup_loss": 0.4869077113132476 + }, + { + "train_step": 6112, + "sup_loss": 0.5472200127187382 + }, + { + "train_step": 6113, + "sup_loss": 0.4872513629530288 + }, + { + "train_step": 6114, + "sup_loss": 0.7159226385445591 + }, + { + "train_step": 6115, + "sup_loss": 0.4646975744235759 + }, + { + "train_step": 6116, + "sup_loss": 0.48501788172015337 + }, + { + "train_step": 6117, + "sup_loss": 0.308293303657486 + }, + { + "train_step": 6118, + "sup_loss": 0.544607094118797 + }, + { + "train_step": 6119, + "sup_loss": 0.6909205775458525 + }, + { + "train_step": 6120, + "sup_loss": 0.5473531679667243 + }, + { + "train_step": 6121, + "sup_loss": 0.6133946128969756 + }, + { + "train_step": 6122, + "sup_loss": 0.5349191775034361 + }, + { + "train_step": 6123, + "sup_loss": 0.3831831782822612 + }, + { + "train_step": 6124, + "sup_loss": 0.49741475099179294 + }, + { + "train_step": 6125, + "sup_loss": 0.33371923837041495 + }, + { + "train_step": 6126, + "sup_loss": 0.5662261354507613 + }, + { + "train_step": 6127, + "sup_loss": 0.5344997517530179 + }, + { + "train_step": 6128, + "sup_loss": 0.6127687247333884 + }, + { + "train_step": 6129, + "sup_loss": 0.6731634355006948 + }, + { + "train_step": 6130, + "sup_loss": 0.5072745886314547 + }, + { + "train_step": 6131, + "sup_loss": 0.5753892972769004 + }, + { + "train_step": 6132, + "sup_loss": 0.37726567101266933 + }, + { + "train_step": 6133, + "sup_loss": 0.3724999398924439 + }, + { + "train_step": 6134, + "sup_loss": 0.5109037475355324 + }, + { + "train_step": 6135, + "sup_loss": 0.720019373383667 + }, + { + "train_step": 6136, + "sup_loss": 0.6663517679677105 + }, + { + "train_step": 6137, + "sup_loss": 0.45877206973151774 + }, + { + "train_step": 6138, + "sup_loss": 0.2854067274969469 + }, + { + "train_step": 6139, + "sup_loss": 0.590244549176914 + }, + { + "train_step": 6140, + "sup_loss": 0.6280251689994424 + }, + { + "train_step": 6141, + "sup_loss": 0.5904478227992593 + }, + { + "train_step": 6142, + "sup_loss": 0.5001023308413117 + }, + { + "train_step": 6143, + "sup_loss": 0.5196636758613307 + }, + { + "train_step": 6144, + "sup_loss": 0.7223501590502257 + }, + { + "train_step": 6145, + "sup_loss": 0.4882945033523188 + }, + { + "train_step": 6146, + "sup_loss": 0.6340966858495276 + }, + { + "train_step": 6147, + "sup_loss": 0.4391302663578804 + }, + { + "train_step": 6148, + "sup_loss": 0.7011831511031993 + }, + { + "train_step": 6149, + "sup_loss": 0.5561068009600616 + }, + { + "train_step": 6150, + "sup_loss": 0.472642315911722 + }, + { + "train_step": 6151, + "sup_loss": 0.25945527027767945 + }, + { + "train_step": 6152, + "sup_loss": 0.6656799267569178 + }, + { + "train_step": 6153, + "sup_loss": 0.6217351266222805 + }, + { + "train_step": 6154, + "sup_loss": 0.5031475067882434 + }, + { + "train_step": 6155, + "sup_loss": 0.6695601122490386 + }, + { + "train_step": 6156, + "sup_loss": 0.5152853805077704 + }, + { + "train_step": 6157, + "sup_loss": 0.4238847135524931 + }, + { + "train_step": 6158, + "sup_loss": 0.6312902683697033 + }, + { + "train_step": 6159, + "sup_loss": 0.7204978121735881 + }, + { + "train_step": 6160, + "sup_loss": 0.6663413902736627 + }, + { + "train_step": 6161, + "sup_loss": 0.3405781321976802 + }, + { + "train_step": 6162, + "sup_loss": 0.5309270218994916 + }, + { + "train_step": 6163, + "sup_loss": 0.5309366270474333 + }, + { + "train_step": 6164, + "sup_loss": 0.5414836813226018 + }, + { + "train_step": 6165, + "sup_loss": 0.7067633388421378 + }, + { + "train_step": 6166, + "sup_loss": 0.4487629417429749 + }, + { + "train_step": 6167, + "sup_loss": 0.6942553452266106 + }, + { + "train_step": 6168, + "sup_loss": 0.45242274252608433 + }, + { + "train_step": 6169, + "sup_loss": 0.6962641884021167 + }, + { + "train_step": 6170, + "sup_loss": 0.6461125420367592 + }, + { + "train_step": 6171, + "sup_loss": 0.7848811406395486 + }, + { + "train_step": 6172, + "sup_loss": 0.3395078307100886 + }, + { + "train_step": 6173, + "sup_loss": 0.4862434633168865 + }, + { + "train_step": 6174, + "sup_loss": 0.606696483602418 + }, + { + "train_step": 6175, + "sup_loss": 0.6165872254094197 + }, + { + "train_step": 6176, + "sup_loss": 0.624940526425869 + }, + { + "train_step": 6177, + "sup_loss": 0.6391431946719733 + }, + { + "train_step": 6178, + "sup_loss": 0.6686437386789105 + }, + { + "train_step": 6179, + "sup_loss": 0.46430477174796286 + }, + { + "train_step": 6180, + "sup_loss": 0.577407519830737 + }, + { + "train_step": 6181, + "sup_loss": 0.6469803487240843 + }, + { + "train_step": 6182, + "sup_loss": 0.7499797018993477 + }, + { + "train_step": 6183, + "sup_loss": 0.4956945996299575 + }, + { + "train_step": 6184, + "sup_loss": 0.6024466565229339 + }, + { + "train_step": 6185, + "sup_loss": 0.6769039379902102 + }, + { + "train_step": 6186, + "sup_loss": 0.5169039349251046 + }, + { + "train_step": 6187, + "sup_loss": 0.6635226871555284 + }, + { + "train_step": 6188, + "sup_loss": 0.7391362096931269 + }, + { + "train_step": 6189, + "sup_loss": 0.6698490666650455 + }, + { + "train_step": 6190, + "sup_loss": 0.35231123478872917 + }, + { + "train_step": 6191, + "sup_loss": 0.6020918144999727 + }, + { + "train_step": 6192, + "sup_loss": 0.603617650140525 + }, + { + "train_step": 6193, + "sup_loss": 0.5735724451453768 + }, + { + "train_step": 6194, + "sup_loss": 0.5931880689439847 + }, + { + "train_step": 6195, + "sup_loss": 0.4680237164068528 + }, + { + "train_step": 6196, + "sup_loss": 0.4944516142684543 + }, + { + "train_step": 6197, + "sup_loss": 0.4045475627799561 + }, + { + "train_step": 6198, + "sup_loss": 0.6186610360304517 + }, + { + "train_step": 6199, + "sup_loss": 0.7865438711888698 + }, + { + "train_step": 6200, + "sup_loss": 0.5376286439640113 + }, + { + "train_step": 6201, + "sup_loss": 0.2585071590685488 + }, + { + "train_step": 6202, + "sup_loss": 0.6385855033471837 + }, + { + "train_step": 6203, + "sup_loss": 0.6533648392172613 + }, + { + "train_step": 6204, + "sup_loss": 0.9994944103513 + }, + { + "train_step": 6205, + "sup_loss": 0.5920672579678353 + }, + { + "train_step": 6206, + "sup_loss": 0.40036838525112495 + }, + { + "train_step": 6207, + "sup_loss": 0.3505858116685657 + }, + { + "train_step": 6208, + "sup_loss": 0.730884708423733 + }, + { + "train_step": 6209, + "sup_loss": 0.7070007180342038 + }, + { + "train_step": 6210, + "sup_loss": 0.5232539175782632 + }, + { + "train_step": 6211, + "sup_loss": 0.4291172467434318 + }, + { + "train_step": 6212, + "sup_loss": 0.490620900902014 + }, + { + "train_step": 6213, + "sup_loss": 0.6071392488919946 + }, + { + "train_step": 6214, + "sup_loss": 0.5798826765992356 + }, + { + "train_step": 6215, + "sup_loss": 0.5554103952537053 + }, + { + "train_step": 6216, + "sup_loss": 0.4835603056270186 + }, + { + "train_step": 6217, + "sup_loss": 0.6483503012878795 + }, + { + "train_step": 6218, + "sup_loss": 0.5456647450426962 + }, + { + "train_step": 6219, + "sup_loss": 0.6473337041695504 + }, + { + "train_step": 6220, + "sup_loss": 0.5164054999857329 + }, + { + "train_step": 6221, + "sup_loss": 0.7306080789020838 + }, + { + "train_step": 6222, + "sup_loss": 0.43802946620195093 + }, + { + "train_step": 6223, + "sup_loss": 0.6195042096101304 + }, + { + "train_step": 6224, + "sup_loss": 0.3071607796957554 + }, + { + "train_step": 6225, + "sup_loss": 0.4516202010354801 + }, + { + "train_step": 6226, + "sup_loss": 0.6015567725384122 + }, + { + "train_step": 6227, + "sup_loss": 0.6444245833141901 + }, + { + "train_step": 6228, + "sup_loss": 0.5961673540822026 + }, + { + "train_step": 6229, + "sup_loss": 0.6027377307304649 + }, + { + "train_step": 6230, + "sup_loss": 0.6315102441909104 + }, + { + "train_step": 6231, + "sup_loss": 0.43886257383220484 + }, + { + "train_step": 6232, + "sup_loss": 0.5609455633943248 + }, + { + "train_step": 6233, + "sup_loss": 0.6669818765505172 + }, + { + "train_step": 6234, + "sup_loss": 0.5757968344359907 + }, + { + "train_step": 6235, + "sup_loss": 0.5993264810607822 + }, + { + "train_step": 6236, + "sup_loss": 0.49384957392486856 + }, + { + "train_step": 6237, + "sup_loss": 0.5014153330742459 + }, + { + "train_step": 6238, + "sup_loss": 0.6122824600340679 + }, + { + "train_step": 6239, + "sup_loss": 0.5981188255401023 + }, + { + "train_step": 6240, + "sup_loss": 0.6463259905253445 + }, + { + "train_step": 6241, + "sup_loss": 0.5581165128524769 + }, + { + "train_step": 6242, + "sup_loss": 0.3421550975797515 + }, + { + "train_step": 6243, + "sup_loss": 0.5855398606503925 + }, + { + "train_step": 6244, + "sup_loss": 0.2734943721306753 + }, + { + "train_step": 6245, + "sup_loss": 0.5214580089595757 + }, + { + "train_step": 6246, + "sup_loss": 0.7266165245758782 + }, + { + "train_step": 6247, + "sup_loss": 0.7260517824375254 + }, + { + "train_step": 6248, + "sup_loss": 0.684753166150391 + }, + { + "train_step": 6249, + "sup_loss": 0.5162743932231297 + }, + { + "train_step": 6250, + "sup_loss": 0.6372841955891558 + }, + { + "train_step": 6251, + "sup_loss": 0.5371903511236527 + }, + { + "train_step": 6252, + "sup_loss": 0.6265108281269371 + }, + { + "train_step": 6253, + "sup_loss": 0.77364827371843 + }, + { + "train_step": 6254, + "sup_loss": 0.4365161357051444 + }, + { + "train_step": 6255, + "sup_loss": 0.5717272172301415 + }, + { + "train_step": 6256, + "sup_loss": 0.2988813161752904 + }, + { + "train_step": 6257, + "sup_loss": 0.5466544606600109 + }, + { + "train_step": 6258, + "sup_loss": 0.6569918692175013 + }, + { + "train_step": 6259, + "sup_loss": 0.6526786847137427 + }, + { + "train_step": 6260, + "sup_loss": 0.4357979492877544 + }, + { + "train_step": 6261, + "sup_loss": 0.6658451697634901 + }, + { + "train_step": 6262, + "sup_loss": 0.2509970018868303 + }, + { + "train_step": 6263, + "sup_loss": 0.4105170141035407 + }, + { + "train_step": 6264, + "sup_loss": 0.5258220405733979 + }, + { + "train_step": 6265, + "sup_loss": 0.5926293189017049 + }, + { + "train_step": 6266, + "sup_loss": 0.5860886229522403 + }, + { + "train_step": 6267, + "sup_loss": 0.753556031660289 + }, + { + "train_step": 6268, + "sup_loss": 0.6556668543744623 + }, + { + "train_step": 6269, + "sup_loss": 0.5864178563453939 + }, + { + "train_step": 6270, + "sup_loss": 0.7045871929084586 + }, + { + "train_step": 6271, + "sup_loss": 0.4330900945790692 + }, + { + "train_step": 6272, + "sup_loss": 0.44364284146370964 + }, + { + "train_step": 6273, + "sup_loss": 0.3675743375713884 + }, + { + "train_step": 6274, + "sup_loss": 0.5683207233319709 + }, + { + "train_step": 6275, + "sup_loss": 0.6530119048317501 + }, + { + "train_step": 6276, + "sup_loss": 0.49160839484417707 + }, + { + "train_step": 6277, + "sup_loss": 0.808398541396313 + }, + { + "train_step": 6278, + "sup_loss": 0.3371873499207291 + }, + { + "train_step": 6279, + "sup_loss": 0.44412029472470393 + }, + { + "train_step": 6280, + "sup_loss": 0.45997906184173687 + }, + { + "train_step": 6281, + "sup_loss": 0.7172119388823931 + }, + { + "train_step": 6282, + "sup_loss": 0.4199051227405742 + }, + { + "train_step": 6283, + "sup_loss": 0.5290099199149817 + }, + { + "train_step": 6284, + "sup_loss": 0.4173985966932492 + }, + { + "train_step": 6285, + "sup_loss": 0.7375470686434303 + }, + { + "train_step": 6286, + "sup_loss": 0.5476774636929661 + }, + { + "train_step": 6287, + "sup_loss": 0.29608414177292947 + }, + { + "train_step": 6288, + "sup_loss": 0.6716340792361328 + }, + { + "train_step": 6289, + "sup_loss": 0.59101542894755 + }, + { + "train_step": 6290, + "sup_loss": 0.4849352525741908 + }, + { + "train_step": 6291, + "sup_loss": 0.5442294499754906 + }, + { + "train_step": 6292, + "sup_loss": 0.5102732564595489 + }, + { + "train_step": 6293, + "sup_loss": 0.7694224168192818 + }, + { + "train_step": 6294, + "sup_loss": 0.48663572432589824 + }, + { + "train_step": 6295, + "sup_loss": 0.8484793193013691 + }, + { + "train_step": 6296, + "sup_loss": 0.4451790212695699 + }, + { + "train_step": 6297, + "sup_loss": 0.8268048698641266 + }, + { + "train_step": 6298, + "sup_loss": 0.6706852451170329 + }, + { + "train_step": 6299, + "sup_loss": 0.353300964005126 + }, + { + "train_step": 6300, + "sup_loss": 0.4151113664212803 + }, + { + "train_step": 6301, + "sup_loss": 0.5539317142421768 + }, + { + "train_step": 6302, + "sup_loss": 0.37877890634321815 + }, + { + "train_step": 6303, + "sup_loss": 0.4270078695078684 + }, + { + "train_step": 6304, + "sup_loss": 0.41033559788805113 + }, + { + "train_step": 6305, + "sup_loss": 0.6752004285941615 + }, + { + "train_step": 6306, + "sup_loss": 0.689804320108659 + }, + { + "train_step": 6307, + "sup_loss": 0.5008020756183515 + }, + { + "train_step": 6308, + "sup_loss": 0.6249313647687461 + }, + { + "train_step": 6309, + "sup_loss": 0.5292331124212338 + }, + { + "train_step": 6310, + "sup_loss": 0.6425616079816119 + }, + { + "train_step": 6311, + "sup_loss": 0.5780300744270944 + }, + { + "train_step": 6312, + "sup_loss": 0.7386086553821689 + }, + { + "train_step": 6313, + "sup_loss": 0.6217070618716226 + }, + { + "train_step": 6314, + "sup_loss": 0.7568018935066088 + }, + { + "train_step": 6315, + "sup_loss": 0.5475646998663656 + }, + { + "train_step": 6316, + "sup_loss": 0.5780185018916274 + }, + { + "train_step": 6317, + "sup_loss": 0.7717726021024707 + }, + { + "train_step": 6318, + "sup_loss": 0.5012507931444525 + }, + { + "train_step": 6319, + "sup_loss": 0.5032801780745735 + }, + { + "train_step": 6320, + "sup_loss": 0.6123281284530776 + }, + { + "train_step": 6321, + "sup_loss": 0.34930412327938126 + }, + { + "train_step": 6322, + "sup_loss": 0.7076113865243512 + }, + { + "train_step": 6323, + "sup_loss": 0.4611452442314912 + }, + { + "train_step": 6324, + "sup_loss": 0.3981403034522312 + }, + { + "train_step": 6325, + "sup_loss": 0.574874210181354 + }, + { + "train_step": 6326, + "sup_loss": 0.8536859889302878 + }, + { + "train_step": 6327, + "sup_loss": 0.6533719381167891 + }, + { + "train_step": 6328, + "sup_loss": 0.6034872711650572 + }, + { + "train_step": 6329, + "sup_loss": 0.6734407647070878 + }, + { + "train_step": 6330, + "sup_loss": 0.7833073731595487 + }, + { + "train_step": 6331, + "sup_loss": 0.6299720892906364 + }, + { + "train_step": 6332, + "sup_loss": 0.4379628864127065 + }, + { + "train_step": 6333, + "sup_loss": 0.7538077961099956 + }, + { + "train_step": 6334, + "sup_loss": 0.6352940990222479 + }, + { + "train_step": 6335, + "sup_loss": 0.6673527906865974 + }, + { + "train_step": 6336, + "sup_loss": 0.4124876110001987 + }, + { + "train_step": 6337, + "sup_loss": 0.7325290190206595 + }, + { + "train_step": 6338, + "sup_loss": 0.5483041435415732 + }, + { + "train_step": 6339, + "sup_loss": 0.646862880795273 + }, + { + "train_step": 6340, + "sup_loss": 0.5517811315254859 + }, + { + "train_step": 6341, + "sup_loss": 0.7482939598868266 + }, + { + "train_step": 6342, + "sup_loss": 0.4337001912151104 + }, + { + "train_step": 6343, + "sup_loss": 0.6164543227525031 + }, + { + "train_step": 6344, + "sup_loss": 0.5255689747406448 + }, + { + "train_step": 6345, + "sup_loss": 0.7949129524580184 + }, + { + "train_step": 6346, + "sup_loss": 0.642272624482574 + }, + { + "train_step": 6347, + "sup_loss": 0.506658756083346 + }, + { + "train_step": 6348, + "sup_loss": 0.5241598460781902 + }, + { + "train_step": 6349, + "sup_loss": 0.48731301296623397 + }, + { + "train_step": 6350, + "sup_loss": 0.6860752641599958 + }, + { + "train_step": 6351, + "sup_loss": 0.7121034956588769 + }, + { + "train_step": 6352, + "sup_loss": 0.5364404398565683 + }, + { + "train_step": 6353, + "sup_loss": 0.40648472879537634 + }, + { + "train_step": 6354, + "sup_loss": 0.5191011780011164 + }, + { + "train_step": 6355, + "sup_loss": 1.0373592839176047 + }, + { + "train_step": 6356, + "sup_loss": 0.6127227876081576 + }, + { + "train_step": 6357, + "sup_loss": 0.6694513722799876 + }, + { + "train_step": 6358, + "sup_loss": 0.5110950930865152 + }, + { + "train_step": 6359, + "sup_loss": 0.30831793208934066 + }, + { + "train_step": 6360, + "sup_loss": 0.5729545666153333 + }, + { + "train_step": 6361, + "sup_loss": 0.642397702144674 + }, + { + "train_step": 6362, + "sup_loss": 0.41643943671378875 + }, + { + "train_step": 6363, + "sup_loss": 0.5712757660351825 + }, + { + "train_step": 6364, + "sup_loss": 0.8459085745341011 + }, + { + "train_step": 6365, + "sup_loss": 0.5569377055874638 + }, + { + "train_step": 6366, + "sup_loss": 0.46630236667941455 + }, + { + "train_step": 6367, + "sup_loss": 0.48394377308624525 + }, + { + "train_step": 6368, + "sup_loss": 0.5117900641165641 + }, + { + "train_step": 6369, + "sup_loss": 0.5797040997701784 + }, + { + "train_step": 6370, + "sup_loss": 0.5478889997855988 + }, + { + "train_step": 6371, + "sup_loss": 0.5400454361631868 + }, + { + "train_step": 6372, + "sup_loss": 0.516260625980461 + }, + { + "train_step": 6373, + "sup_loss": 0.4024266640177424 + }, + { + "train_step": 6374, + "sup_loss": 0.5536735350329697 + }, + { + "train_step": 6375, + "sup_loss": 0.4734930913372212 + }, + { + "train_step": 6376, + "sup_loss": 0.3942592391891165 + }, + { + "train_step": 6377, + "sup_loss": 0.5724562795401068 + }, + { + "train_step": 6378, + "sup_loss": 0.3463451790312318 + }, + { + "train_step": 6379, + "sup_loss": 0.6352368731418666 + }, + { + "train_step": 6380, + "sup_loss": 0.5926901609828825 + }, + { + "train_step": 6381, + "sup_loss": 0.6849386697765365 + }, + { + "train_step": 6382, + "sup_loss": 0.6706282879288565 + }, + { + "train_step": 6383, + "sup_loss": 0.5007130028427382 + }, + { + "train_step": 6384, + "sup_loss": 0.3879099900749409 + }, + { + "train_step": 6385, + "sup_loss": 0.7200749999937293 + }, + { + "train_step": 6386, + "sup_loss": 0.6116998611775066 + }, + { + "train_step": 6387, + "sup_loss": 0.5715247374702854 + }, + { + "train_step": 6388, + "sup_loss": 0.6210606258055398 + }, + { + "train_step": 6389, + "sup_loss": 0.6870218470172534 + }, + { + "train_step": 6390, + "sup_loss": 0.6584062067628959 + }, + { + "train_step": 6391, + "sup_loss": 0.7096530366759666 + }, + { + "train_step": 6392, + "sup_loss": 0.393852726737842 + }, + { + "train_step": 6393, + "sup_loss": 0.3524355578182665 + }, + { + "train_step": 6394, + "sup_loss": 0.4513261251339687 + }, + { + "train_step": 6395, + "sup_loss": 0.4813421682710174 + }, + { + "train_step": 6396, + "sup_loss": 0.7127220301849422 + }, + { + "train_step": 6397, + "sup_loss": 0.47443402145713265 + }, + { + "train_step": 6398, + "sup_loss": 0.4905592944022601 + }, + { + "train_step": 6399, + "sup_loss": 0.666102044094725 + }, + { + "train_step": 6400, + "sup_loss": 0.5920636436444331 + }, + { + "train_step": 6401, + "sup_loss": 0.5930164109313214 + }, + { + "train_step": 6402, + "sup_loss": 0.5794063544436443 + }, + { + "train_step": 6403, + "sup_loss": 0.5504409335381786 + }, + { + "train_step": 6404, + "sup_loss": 0.7433298982937717 + }, + { + "train_step": 6405, + "sup_loss": 0.5488170974559714 + }, + { + "train_step": 6406, + "sup_loss": 0.5372455313705351 + }, + { + "train_step": 6407, + "sup_loss": 0.6460067549824264 + }, + { + "train_step": 6408, + "sup_loss": 0.635780943440313 + }, + { + "train_step": 6409, + "sup_loss": 0.7514370020400247 + }, + { + "train_step": 6410, + "sup_loss": 0.4257096518486415 + }, + { + "train_step": 6411, + "sup_loss": 0.5377411430675931 + }, + { + "train_step": 6412, + "sup_loss": 0.572495070901818 + }, + { + "train_step": 6413, + "sup_loss": 0.6817239092429721 + }, + { + "train_step": 6414, + "sup_loss": 0.6059629346329352 + }, + { + "train_step": 6415, + "sup_loss": 0.44156787577647655 + }, + { + "train_step": 6416, + "sup_loss": 0.6570748431681721 + }, + { + "train_step": 6417, + "sup_loss": 0.766056200952623 + }, + { + "train_step": 6418, + "sup_loss": 0.7641237795362407 + }, + { + "train_step": 6419, + "sup_loss": 0.5675348111350076 + }, + { + "train_step": 6420, + "sup_loss": 0.6727379572914383 + }, + { + "train_step": 6421, + "sup_loss": 0.3527155283429894 + }, + { + "train_step": 6422, + "sup_loss": 0.6922179710065056 + }, + { + "train_step": 6423, + "sup_loss": 0.15696284465180851 + }, + { + "train_step": 6424, + "sup_loss": 0.45348679982929685 + }, + { + "train_step": 6425, + "sup_loss": 0.30229044724239024 + }, + { + "train_step": 6426, + "sup_loss": 0.6158976196864442 + }, + { + "train_step": 6427, + "sup_loss": 0.6265941386662006 + }, + { + "train_step": 6428, + "sup_loss": 0.300768853050892 + }, + { + "train_step": 6429, + "sup_loss": 0.7051647276963452 + }, + { + "train_step": 6430, + "sup_loss": 0.5901314385621278 + }, + { + "train_step": 6431, + "sup_loss": 0.46855844929673485 + }, + { + "train_step": 6432, + "sup_loss": 0.4865086911382395 + }, + { + "train_step": 6433, + "sup_loss": 0.6476447019926306 + }, + { + "train_step": 6434, + "sup_loss": 0.42362638027373467 + }, + { + "train_step": 6435, + "sup_loss": 0.6612213903591565 + }, + { + "train_step": 6436, + "sup_loss": 0.635495146551723 + }, + { + "train_step": 6437, + "sup_loss": 0.7078319878564915 + }, + { + "train_step": 6438, + "sup_loss": 0.4855553066249486 + }, + { + "train_step": 6439, + "sup_loss": 0.774091946632696 + }, + { + "train_step": 6440, + "sup_loss": 0.6194022218858177 + }, + { + "train_step": 6441, + "sup_loss": 0.4411178575087776 + }, + { + "train_step": 6442, + "sup_loss": 0.6455368075116577 + }, + { + "train_step": 6443, + "sup_loss": 0.49803597151162343 + }, + { + "train_step": 6444, + "sup_loss": 0.3280669553567238 + }, + { + "train_step": 6445, + "sup_loss": 0.7343316879099008 + }, + { + "train_step": 6446, + "sup_loss": 0.5639734956617151 + }, + { + "train_step": 6447, + "sup_loss": 0.62204403604898 + }, + { + "train_step": 6448, + "sup_loss": 0.4746096350646061 + }, + { + "train_step": 6449, + "sup_loss": 0.4191687173130505 + }, + { + "train_step": 6450, + "sup_loss": 0.6180268280676311 + }, + { + "train_step": 6451, + "sup_loss": 0.6876786927179388 + }, + { + "train_step": 6452, + "sup_loss": 0.6089681025028767 + }, + { + "train_step": 6453, + "sup_loss": 0.4871840472870621 + }, + { + "train_step": 6454, + "sup_loss": 0.4182756808391438 + }, + { + "train_step": 6455, + "sup_loss": 0.5727469168400336 + }, + { + "train_step": 6456, + "sup_loss": 0.7231842944558695 + }, + { + "train_step": 6457, + "sup_loss": 0.6029795862441366 + }, + { + "train_step": 6458, + "sup_loss": 0.6412199230957212 + }, + { + "train_step": 6459, + "sup_loss": 0.31996410799608416 + }, + { + "train_step": 6460, + "sup_loss": 0.6231501170337789 + }, + { + "train_step": 6461, + "sup_loss": 0.38732213853687697 + }, + { + "train_step": 6462, + "sup_loss": 0.5711802955286926 + }, + { + "train_step": 6463, + "sup_loss": 0.4653613661181287 + }, + { + "train_step": 6464, + "sup_loss": 0.6438269717831906 + }, + { + "train_step": 6465, + "sup_loss": 0.3654108696302071 + }, + { + "train_step": 6466, + "sup_loss": 0.8407621399442045 + }, + { + "train_step": 6467, + "sup_loss": 0.7516122472259168 + }, + { + "train_step": 6468, + "sup_loss": 0.5766651455950562 + }, + { + "train_step": 6469, + "sup_loss": 0.5211884571589579 + }, + { + "train_step": 6470, + "sup_loss": 0.49083316758620094 + }, + { + "train_step": 6471, + "sup_loss": 0.4071931350752637 + }, + { + "train_step": 6472, + "sup_loss": 0.5655922611324121 + }, + { + "train_step": 6473, + "sup_loss": 0.589551407041895 + }, + { + "train_step": 6474, + "sup_loss": 0.7486112915913289 + }, + { + "train_step": 6475, + "sup_loss": 0.5508220476029966 + }, + { + "train_step": 6476, + "sup_loss": 0.47783302361068003 + }, + { + "train_step": 6477, + "sup_loss": 0.20858412850173194 + }, + { + "train_step": 6478, + "sup_loss": 0.3514444217110625 + }, + { + "train_step": 6479, + "sup_loss": 0.5975450559114219 + }, + { + "train_step": 6480, + "sup_loss": 0.3607242083105536 + }, + { + "train_step": 6481, + "sup_loss": 0.45175159259931014 + }, + { + "train_step": 6482, + "sup_loss": 0.3888868608240111 + }, + { + "train_step": 6483, + "sup_loss": 0.38152616430874403 + }, + { + "train_step": 6484, + "sup_loss": 0.3432227491173236 + }, + { + "train_step": 6485, + "sup_loss": 0.611033580159188 + }, + { + "train_step": 6486, + "sup_loss": 0.5019358260217257 + }, + { + "train_step": 6487, + "sup_loss": 0.581406876116554 + }, + { + "train_step": 6488, + "sup_loss": 0.5162631534543546 + }, + { + "train_step": 6489, + "sup_loss": 0.4089030044164436 + }, + { + "train_step": 6490, + "sup_loss": 0.6739030753770806 + }, + { + "train_step": 6491, + "sup_loss": 0.6174478885532759 + }, + { + "train_step": 6492, + "sup_loss": 0.6597941083013449 + }, + { + "train_step": 6493, + "sup_loss": 0.565796095930038 + }, + { + "train_step": 6494, + "sup_loss": 0.5711799263382449 + }, + { + "train_step": 6495, + "sup_loss": 0.7268363605556281 + }, + { + "train_step": 6496, + "sup_loss": 0.7786248486333978 + }, + { + "train_step": 6497, + "sup_loss": 0.45992446318325597 + }, + { + "train_step": 6498, + "sup_loss": 0.5817945636672125 + }, + { + "train_step": 6499, + "sup_loss": 0.46647402112792186 + }, + { + "train_step": 6500, + "sup_loss": 0.6680507433246045 + }, + { + "train_step": 6501, + "sup_loss": 0.6190888130680204 + }, + { + "train_step": 6502, + "sup_loss": 0.5136257834712225 + }, + { + "train_step": 6503, + "sup_loss": 0.46736906105503845 + }, + { + "train_step": 6504, + "sup_loss": 0.454724295945636 + }, + { + "train_step": 6505, + "sup_loss": 0.7981995006444162 + }, + { + "train_step": 6506, + "sup_loss": 0.6090818316838145 + }, + { + "train_step": 6507, + "sup_loss": 0.5322592295234273 + }, + { + "train_step": 6508, + "sup_loss": 0.30200202280438343 + }, + { + "train_step": 6509, + "sup_loss": 0.4836850600194098 + }, + { + "train_step": 6510, + "sup_loss": 0.39394559243755817 + }, + { + "train_step": 6511, + "sup_loss": 0.6035728022851875 + }, + { + "train_step": 6512, + "sup_loss": 0.6920140619677608 + }, + { + "train_step": 6513, + "sup_loss": 0.5247771603173179 + }, + { + "train_step": 6514, + "sup_loss": 0.4233094491949964 + }, + { + "train_step": 6515, + "sup_loss": 0.7576081111555044 + }, + { + "train_step": 6516, + "sup_loss": 0.6502386676968577 + }, + { + "train_step": 6517, + "sup_loss": 0.5567359468929286 + }, + { + "train_step": 6518, + "sup_loss": 0.5117216211518397 + }, + { + "train_step": 6519, + "sup_loss": 0.4981287698931042 + }, + { + "train_step": 6520, + "sup_loss": 0.7099338935186287 + }, + { + "train_step": 6521, + "sup_loss": 0.44167140898415896 + }, + { + "train_step": 6522, + "sup_loss": 0.7260733545089966 + }, + { + "train_step": 6523, + "sup_loss": 0.31419463498953326 + }, + { + "train_step": 6524, + "sup_loss": 0.7271309598098192 + }, + { + "train_step": 6525, + "sup_loss": 0.6605125676996112 + }, + { + "train_step": 6526, + "sup_loss": 0.6571548122626867 + }, + { + "train_step": 6527, + "sup_loss": 0.49628031770601494 + }, + { + "train_step": 6528, + "sup_loss": 0.5577517280095605 + }, + { + "train_step": 6529, + "sup_loss": 0.7972071829020467 + }, + { + "train_step": 6530, + "sup_loss": 0.5342654190818349 + }, + { + "train_step": 6531, + "sup_loss": 0.4546286309226658 + }, + { + "train_step": 6532, + "sup_loss": 0.6437370959375357 + }, + { + "train_step": 6533, + "sup_loss": 0.7486629353231509 + }, + { + "train_step": 6534, + "sup_loss": 0.5254208570209616 + }, + { + "train_step": 6535, + "sup_loss": 0.6596692206164029 + }, + { + "train_step": 6536, + "sup_loss": 0.6530923770742174 + }, + { + "train_step": 6537, + "sup_loss": 0.510118184645427 + }, + { + "train_step": 6538, + "sup_loss": 0.4015017227381503 + }, + { + "train_step": 6539, + "sup_loss": 0.45712627815643925 + }, + { + "train_step": 6540, + "sup_loss": 0.6248079635855697 + }, + { + "train_step": 6541, + "sup_loss": 0.35969454841626675 + }, + { + "train_step": 6542, + "sup_loss": 0.6161262364481067 + }, + { + "train_step": 6543, + "sup_loss": 0.5792864746782102 + }, + { + "train_step": 6544, + "sup_loss": 0.5707175639802611 + }, + { + "train_step": 6545, + "sup_loss": 0.46176064940237455 + }, + { + "train_step": 6546, + "sup_loss": 0.6538411314010067 + }, + { + "train_step": 6547, + "sup_loss": 0.6098426477854811 + }, + { + "train_step": 6548, + "sup_loss": 0.6191665236471575 + }, + { + "train_step": 6549, + "sup_loss": 0.8165319880926449 + }, + { + "train_step": 6550, + "sup_loss": 0.5572340140533643 + }, + { + "train_step": 6551, + "sup_loss": 0.7143221923127472 + }, + { + "train_step": 6552, + "sup_loss": 0.3115080380814309 + }, + { + "train_step": 6553, + "sup_loss": 0.4071116484330558 + }, + { + "train_step": 6554, + "sup_loss": 0.7698942720253964 + }, + { + "train_step": 6555, + "sup_loss": 0.6560538915677095 + }, + { + "train_step": 6556, + "sup_loss": 0.429157288269503 + }, + { + "train_step": 6557, + "sup_loss": 0.45238028712777434 + }, + { + "train_step": 6558, + "sup_loss": 0.5594584246666914 + }, + { + "train_step": 6559, + "sup_loss": 0.7154585747966679 + }, + { + "train_step": 6560, + "sup_loss": 0.6667070047779905 + }, + { + "train_step": 6561, + "sup_loss": 0.5158097070300176 + }, + { + "train_step": 6562, + "sup_loss": 0.3807972875627942 + }, + { + "train_step": 6563, + "sup_loss": 0.5988831842946118 + }, + { + "train_step": 6564, + "sup_loss": 0.6499244053874038 + }, + { + "train_step": 6565, + "sup_loss": 0.7179582404540168 + }, + { + "train_step": 6566, + "sup_loss": 0.7123006845952811 + }, + { + "train_step": 6567, + "sup_loss": 0.5819359115514402 + }, + { + "train_step": 6568, + "sup_loss": 0.33180585198726337 + }, + { + "train_step": 6569, + "sup_loss": 0.5003783913259353 + }, + { + "train_step": 6570, + "sup_loss": 0.5070915334220816 + }, + { + "train_step": 6571, + "sup_loss": 0.5836713585005623 + }, + { + "train_step": 6572, + "sup_loss": 0.7546649920437348 + }, + { + "train_step": 6573, + "sup_loss": 0.6313172803816267 + }, + { + "train_step": 6574, + "sup_loss": 0.5826328709012107 + }, + { + "train_step": 6575, + "sup_loss": 0.4965691726794863 + }, + { + "train_step": 6576, + "sup_loss": 0.3056686250077014 + }, + { + "train_step": 6577, + "sup_loss": 0.7954825219309534 + }, + { + "train_step": 6578, + "sup_loss": 0.4990616749232041 + }, + { + "train_step": 6579, + "sup_loss": 0.4324767698405228 + }, + { + "train_step": 6580, + "sup_loss": 0.6697368384010228 + }, + { + "train_step": 6581, + "sup_loss": 0.4791425601820103 + }, + { + "train_step": 6582, + "sup_loss": 0.5472066308528964 + }, + { + "train_step": 6583, + "sup_loss": 0.6822079650941341 + }, + { + "train_step": 6584, + "sup_loss": 0.635823661108534 + }, + { + "train_step": 6585, + "sup_loss": 0.6970182221605529 + }, + { + "train_step": 6586, + "sup_loss": 0.5317304489140176 + }, + { + "train_step": 6587, + "sup_loss": 0.44511196345831444 + }, + { + "train_step": 6588, + "sup_loss": 0.8968838473903441 + }, + { + "train_step": 6589, + "sup_loss": 0.5570100765682977 + }, + { + "train_step": 6590, + "sup_loss": 0.540125984910723 + }, + { + "train_step": 6591, + "sup_loss": 0.6137053974802371 + }, + { + "train_step": 6592, + "sup_loss": 0.5459370892275301 + }, + { + "train_step": 6593, + "sup_loss": 0.42091486379697896 + }, + { + "train_step": 6594, + "sup_loss": 0.47010161270902445 + }, + { + "train_step": 6595, + "sup_loss": 0.6192469793783058 + }, + { + "train_step": 6596, + "sup_loss": 0.5676550233968135 + }, + { + "train_step": 6597, + "sup_loss": 0.7579533971780208 + }, + { + "train_step": 6598, + "sup_loss": 0.8182980041780294 + }, + { + "train_step": 6599, + "sup_loss": 0.636127868155197 + }, + { + "train_step": 6600, + "sup_loss": 0.5792247704174804 + }, + { + "train_step": 6601, + "sup_loss": 0.3773670808828411 + }, + { + "train_step": 6602, + "sup_loss": 0.5615406651479989 + }, + { + "train_step": 6603, + "sup_loss": 0.5379878124229478 + }, + { + "train_step": 6604, + "sup_loss": 0.7158524008810955 + }, + { + "train_step": 6605, + "sup_loss": 0.4899937867684547 + }, + { + "train_step": 6606, + "sup_loss": 0.3681243964982285 + }, + { + "train_step": 6607, + "sup_loss": 0.5817376359099663 + }, + { + "train_step": 6608, + "sup_loss": 0.774129414343843 + }, + { + "train_step": 6609, + "sup_loss": 0.4233113655320592 + }, + { + "train_step": 6610, + "sup_loss": 0.5771746446832453 + }, + { + "train_step": 6611, + "sup_loss": 0.7369879032987863 + }, + { + "train_step": 6612, + "sup_loss": 0.6379523980653382 + }, + { + "train_step": 6613, + "sup_loss": 0.5174053134510337 + }, + { + "train_step": 6614, + "sup_loss": 0.5336713714584596 + }, + { + "train_step": 6615, + "sup_loss": 0.5280675022244774 + }, + { + "train_step": 6616, + "sup_loss": 0.4890018270909745 + }, + { + "train_step": 6617, + "sup_loss": 0.38895408478158144 + }, + { + "train_step": 6618, + "sup_loss": 0.4730085656069719 + }, + { + "train_step": 6619, + "sup_loss": 0.6943359705217941 + }, + { + "train_step": 6620, + "sup_loss": 0.3367836838804548 + }, + { + "train_step": 6621, + "sup_loss": 0.40262000445679735 + }, + { + "train_step": 6622, + "sup_loss": 0.6401016489599469 + }, + { + "train_step": 6623, + "sup_loss": 0.7122005280663168 + }, + { + "train_step": 6624, + "sup_loss": 0.6707868923559713 + }, + { + "train_step": 6625, + "sup_loss": 0.7287166200827773 + }, + { + "train_step": 6626, + "sup_loss": 0.6816560080272653 + }, + { + "train_step": 6627, + "sup_loss": 0.5050001374042107 + }, + { + "train_step": 6628, + "sup_loss": 0.5787718404580264 + }, + { + "train_step": 6629, + "sup_loss": 0.777834456339689 + }, + { + "train_step": 6630, + "sup_loss": 0.746164103332374 + }, + { + "train_step": 6631, + "sup_loss": 0.5497612167256254 + }, + { + "train_step": 6632, + "sup_loss": 0.5102053737748959 + }, + { + "train_step": 6633, + "sup_loss": 0.34942278872700117 + }, + { + "train_step": 6634, + "sup_loss": 0.62235650330859 + }, + { + "train_step": 6635, + "sup_loss": 0.432288063291791 + }, + { + "train_step": 6636, + "sup_loss": 0.46403970281565293 + }, + { + "train_step": 6637, + "sup_loss": 0.37709023161519517 + }, + { + "train_step": 6638, + "sup_loss": 0.6292004356522772 + }, + { + "train_step": 6639, + "sup_loss": 0.72104529912257 + }, + { + "train_step": 6640, + "sup_loss": 0.4343165767606882 + }, + { + "train_step": 6641, + "sup_loss": 0.5956724950092684 + }, + { + "train_step": 6642, + "sup_loss": 0.31002773115758414 + }, + { + "train_step": 6643, + "sup_loss": 0.4181076586361327 + }, + { + "train_step": 6644, + "sup_loss": 0.4871930395464634 + }, + { + "train_step": 6645, + "sup_loss": 0.5494983863738453 + }, + { + "train_step": 6646, + "sup_loss": 0.5958235108445351 + }, + { + "train_step": 6647, + "sup_loss": 0.5379915081518372 + }, + { + "train_step": 6648, + "sup_loss": 0.6033815056393584 + }, + { + "train_step": 6649, + "sup_loss": 0.5554651797751448 + }, + { + "train_step": 6650, + "sup_loss": 0.3989400900486964 + }, + { + "train_step": 6651, + "sup_loss": 0.47473822325713116 + }, + { + "train_step": 6652, + "sup_loss": 0.6102245759412507 + }, + { + "train_step": 6653, + "sup_loss": 0.506833163330257 + }, + { + "train_step": 6654, + "sup_loss": 0.613201012951579 + }, + { + "train_step": 6655, + "sup_loss": 0.7088464619239481 + }, + { + "train_step": 6656, + "sup_loss": 0.5994708689851099 + }, + { + "train_step": 6657, + "sup_loss": 0.2702865228447731 + }, + { + "train_step": 6658, + "sup_loss": 0.6158614359374006 + }, + { + "train_step": 6659, + "sup_loss": 0.6772767544009664 + }, + { + "train_step": 6660, + "sup_loss": 0.45851108037536004 + }, + { + "train_step": 6661, + "sup_loss": 0.27956261009201827 + }, + { + "train_step": 6662, + "sup_loss": 0.6066756686203382 + }, + { + "train_step": 6663, + "sup_loss": 0.5455427139695325 + }, + { + "train_step": 6664, + "sup_loss": 0.39800573352197555 + }, + { + "train_step": 6665, + "sup_loss": 0.759681588889084 + }, + { + "train_step": 6666, + "sup_loss": 0.36490877056178256 + }, + { + "train_step": 6667, + "sup_loss": 0.7779528350255018 + }, + { + "train_step": 6668, + "sup_loss": 0.4976535850042123 + }, + { + "train_step": 6669, + "sup_loss": 0.6346028408358559 + }, + { + "train_step": 6670, + "sup_loss": 0.484328439924254 + }, + { + "train_step": 6671, + "sup_loss": 0.42790736965118975 + }, + { + "train_step": 6672, + "sup_loss": 0.6966749956960574 + }, + { + "train_step": 6673, + "sup_loss": 0.7518411154214213 + }, + { + "train_step": 6674, + "sup_loss": 0.6342262212557997 + }, + { + "train_step": 6675, + "sup_loss": 0.8366056359499207 + }, + { + "train_step": 6676, + "sup_loss": 0.47534973662280827 + }, + { + "train_step": 6677, + "sup_loss": 0.5572701113257831 + }, + { + "train_step": 6678, + "sup_loss": 0.5616151366130389 + }, + { + "train_step": 6679, + "sup_loss": 0.5671284742551383 + }, + { + "train_step": 6680, + "sup_loss": 0.40392798827912924 + }, + { + "train_step": 6681, + "sup_loss": 0.4884520433089679 + }, + { + "train_step": 6682, + "sup_loss": 0.6912935569564428 + }, + { + "train_step": 6683, + "sup_loss": 0.6849462392261384 + }, + { + "train_step": 6684, + "sup_loss": 0.6002748023856943 + }, + { + "train_step": 6685, + "sup_loss": 0.47442638339743504 + }, + { + "train_step": 6686, + "sup_loss": 0.6501911765857075 + }, + { + "train_step": 6687, + "sup_loss": 0.42458069147075983 + }, + { + "train_step": 6688, + "sup_loss": 0.49145073948009005 + }, + { + "train_step": 6689, + "sup_loss": 0.5883626915820265 + }, + { + "train_step": 6690, + "sup_loss": 0.2532760389980728 + }, + { + "train_step": 6691, + "sup_loss": 0.4133386682157324 + }, + { + "train_step": 6692, + "sup_loss": 0.473249813223429 + }, + { + "train_step": 6693, + "sup_loss": 0.4973976505946609 + }, + { + "train_step": 6694, + "sup_loss": 0.461084142171042 + }, + { + "train_step": 6695, + "sup_loss": 0.608335941580626 + }, + { + "train_step": 6696, + "sup_loss": 0.5194168136725431 + }, + { + "train_step": 6697, + "sup_loss": 0.5009885516253609 + }, + { + "train_step": 6698, + "sup_loss": 0.5522208630199025 + }, + { + "train_step": 6699, + "sup_loss": 0.6180576303964783 + }, + { + "train_step": 6700, + "sup_loss": 0.5703854601836568 + }, + { + "train_step": 6701, + "sup_loss": 0.5127210024919858 + }, + { + "train_step": 6702, + "sup_loss": 0.38413174544034917 + }, + { + "train_step": 6703, + "sup_loss": 0.46054261785948686 + }, + { + "train_step": 6704, + "sup_loss": 0.6968662202977705 + }, + { + "train_step": 6705, + "sup_loss": 0.7241037584335009 + }, + { + "train_step": 6706, + "sup_loss": 0.5770499950278885 + }, + { + "train_step": 6707, + "sup_loss": 0.4966085652013622 + }, + { + "train_step": 6708, + "sup_loss": 0.5002157889719023 + }, + { + "train_step": 6709, + "sup_loss": 0.6165092016378917 + }, + { + "train_step": 6710, + "sup_loss": 0.7141463807139121 + }, + { + "train_step": 6711, + "sup_loss": 0.6375207855923164 + }, + { + "train_step": 6712, + "sup_loss": 0.37146748027604576 + }, + { + "train_step": 6713, + "sup_loss": 0.7014096150246646 + }, + { + "train_step": 6714, + "sup_loss": 0.6978941038682355 + }, + { + "train_step": 6715, + "sup_loss": 0.4555743063588486 + }, + { + "train_step": 6716, + "sup_loss": 0.49128672968340753 + }, + { + "train_step": 6717, + "sup_loss": 0.583189209640828 + }, + { + "train_step": 6718, + "sup_loss": 0.7220893893500462 + }, + { + "train_step": 6719, + "sup_loss": 0.7538508238866937 + }, + { + "train_step": 6720, + "sup_loss": 0.8996644907936237 + }, + { + "train_step": 6721, + "sup_loss": 0.6387782370877627 + }, + { + "train_step": 6722, + "sup_loss": 0.524362747931132 + }, + { + "train_step": 6723, + "sup_loss": 0.24972856582600902 + }, + { + "train_step": 6724, + "sup_loss": 0.6012292972220589 + }, + { + "train_step": 6725, + "sup_loss": 0.6015842001749991 + }, + { + "train_step": 6726, + "sup_loss": 0.5770535260865641 + }, + { + "train_step": 6727, + "sup_loss": 0.4165649751755803 + }, + { + "train_step": 6728, + "sup_loss": 0.3361694126527073 + }, + { + "train_step": 6729, + "sup_loss": 0.6345939493820381 + }, + { + "train_step": 6730, + "sup_loss": 0.8110769586649207 + }, + { + "train_step": 6731, + "sup_loss": 0.7209454158414967 + }, + { + "train_step": 6732, + "sup_loss": 0.612492695252874 + }, + { + "train_step": 6733, + "sup_loss": 0.5479009562849816 + }, + { + "train_step": 6734, + "sup_loss": 0.6309924628746334 + }, + { + "train_step": 6735, + "sup_loss": 0.7009544062557684 + }, + { + "train_step": 6736, + "sup_loss": 0.46855403623157676 + }, + { + "train_step": 6737, + "sup_loss": 0.38195727862260276 + }, + { + "train_step": 6738, + "sup_loss": 0.5086962234318303 + }, + { + "train_step": 6739, + "sup_loss": 0.597375222725019 + }, + { + "train_step": 6740, + "sup_loss": 0.5791384711531391 + }, + { + "train_step": 6741, + "sup_loss": 0.4507248821724277 + }, + { + "train_step": 6742, + "sup_loss": 0.6839898660121235 + }, + { + "train_step": 6743, + "sup_loss": 0.699194591104425 + }, + { + "train_step": 6744, + "sup_loss": 0.7294981827050918 + }, + { + "train_step": 6745, + "sup_loss": 0.5867172818337818 + }, + { + "train_step": 6746, + "sup_loss": 0.6293788503875878 + }, + { + "train_step": 6747, + "sup_loss": 0.565287657608046 + }, + { + "train_step": 6748, + "sup_loss": 0.5362325187233032 + }, + { + "train_step": 6749, + "sup_loss": 0.6994962769097854 + }, + { + "train_step": 6750, + "sup_loss": 0.5213401934142923 + }, + { + "train_step": 6751, + "sup_loss": 0.40971616387804555 + }, + { + "train_step": 6752, + "sup_loss": 0.4799352171689192 + }, + { + "train_step": 6753, + "sup_loss": 0.5847788979435447 + }, + { + "train_step": 6754, + "sup_loss": 0.6420010341691081 + }, + { + "train_step": 6755, + "sup_loss": 0.42681649096661495 + }, + { + "train_step": 6756, + "sup_loss": 0.6735817051312215 + }, + { + "train_step": 6757, + "sup_loss": 0.5833921524910671 + }, + { + "train_step": 6758, + "sup_loss": 0.6090339944898299 + }, + { + "train_step": 6759, + "sup_loss": 0.7148967570294325 + }, + { + "train_step": 6760, + "sup_loss": 0.6083054161421931 + }, + { + "train_step": 6761, + "sup_loss": 0.6162649154906803 + }, + { + "train_step": 6762, + "sup_loss": 0.5131022208058383 + }, + { + "train_step": 6763, + "sup_loss": 0.5130403121233715 + }, + { + "train_step": 6764, + "sup_loss": 0.38884405935356764 + }, + { + "train_step": 6765, + "sup_loss": 0.44121170090329637 + }, + { + "train_step": 6766, + "sup_loss": 0.6161481842625065 + }, + { + "train_step": 6767, + "sup_loss": 0.7508680879210616 + }, + { + "train_step": 6768, + "sup_loss": 0.7344507419805939 + }, + { + "train_step": 6769, + "sup_loss": 0.6943283044340954 + }, + { + "train_step": 6770, + "sup_loss": 0.514668280984446 + }, + { + "train_step": 6771, + "sup_loss": 0.782763359468965 + }, + { + "train_step": 6772, + "sup_loss": 0.561502791095373 + }, + { + "train_step": 6773, + "sup_loss": 0.6483490228288498 + }, + { + "train_step": 6774, + "sup_loss": 0.604349501200956 + }, + { + "train_step": 6775, + "sup_loss": 0.5986669693307345 + }, + { + "train_step": 6776, + "sup_loss": 0.6822050009889337 + }, + { + "train_step": 6777, + "sup_loss": 0.6262067659967145 + }, + { + "train_step": 6778, + "sup_loss": 0.5219801089528135 + }, + { + "train_step": 6779, + "sup_loss": 0.38978726372635913 + }, + { + "train_step": 6780, + "sup_loss": 0.5816215213507288 + }, + { + "train_step": 6781, + "sup_loss": 0.5341134097783243 + }, + { + "train_step": 6782, + "sup_loss": 0.707022334221928 + }, + { + "train_step": 6783, + "sup_loss": 0.5355352234514595 + }, + { + "train_step": 6784, + "sup_loss": 0.7144729405992386 + }, + { + "train_step": 6785, + "sup_loss": 0.6826880581266108 + }, + { + "train_step": 6786, + "sup_loss": 0.4484233459418371 + }, + { + "train_step": 6787, + "sup_loss": 0.7266164244258992 + }, + { + "train_step": 6788, + "sup_loss": 0.6335888754106628 + }, + { + "train_step": 6789, + "sup_loss": 0.5280117653966401 + }, + { + "train_step": 6790, + "sup_loss": 0.46986777800366897 + }, + { + "train_step": 6791, + "sup_loss": 0.4648434277632398 + }, + { + "train_step": 6792, + "sup_loss": 0.46667302810240313 + }, + { + "train_step": 6793, + "sup_loss": 0.4391396827924793 + }, + { + "train_step": 6794, + "sup_loss": 0.6243599144425372 + }, + { + "train_step": 6795, + "sup_loss": 0.7607176383457411 + }, + { + "train_step": 6796, + "sup_loss": 0.7204017491561464 + }, + { + "train_step": 6797, + "sup_loss": 0.5544855547679106 + }, + { + "train_step": 6798, + "sup_loss": 0.3143563218444534 + }, + { + "train_step": 6799, + "sup_loss": 0.5574330164432386 + }, + { + "train_step": 6800, + "sup_loss": 0.5291063770478786 + }, + { + "train_step": 6801, + "sup_loss": 0.569589097066264 + }, + { + "train_step": 6802, + "sup_loss": 0.5835491333590316 + }, + { + "train_step": 6803, + "sup_loss": 0.5733530564129117 + }, + { + "train_step": 6804, + "sup_loss": 0.5319369082579586 + }, + { + "train_step": 6805, + "sup_loss": 0.7032622868949744 + }, + { + "train_step": 6806, + "sup_loss": 0.7315815592661351 + }, + { + "train_step": 6807, + "sup_loss": 0.5265860346826555 + }, + { + "train_step": 6808, + "sup_loss": 0.708891870467091 + }, + { + "train_step": 6809, + "sup_loss": 0.4607503155778991 + }, + { + "train_step": 6810, + "sup_loss": 0.593873338763388 + }, + { + "train_step": 6811, + "sup_loss": 0.6664165042792191 + }, + { + "train_step": 6812, + "sup_loss": 0.6181370420374003 + }, + { + "train_step": 6813, + "sup_loss": 0.8022670321286445 + }, + { + "train_step": 6814, + "sup_loss": 0.6103702749066536 + }, + { + "train_step": 6815, + "sup_loss": 0.5584507856105339 + }, + { + "train_step": 6816, + "sup_loss": 0.7793025167072742 + }, + { + "train_step": 6817, + "sup_loss": 0.35298084200232177 + }, + { + "train_step": 6818, + "sup_loss": 0.5827191961491687 + }, + { + "train_step": 6819, + "sup_loss": 0.5827530467813542 + }, + { + "train_step": 6820, + "sup_loss": 0.598057742498784 + }, + { + "train_step": 6821, + "sup_loss": 0.4224933596392118 + }, + { + "train_step": 6822, + "sup_loss": 0.5247072071683152 + }, + { + "train_step": 6823, + "sup_loss": 0.48684068718024587 + }, + { + "train_step": 6824, + "sup_loss": 0.35446681712346606 + }, + { + "train_step": 6825, + "sup_loss": 0.6727009095873212 + }, + { + "train_step": 6826, + "sup_loss": 0.5847304176937124 + }, + { + "train_step": 6827, + "sup_loss": 0.6030037382148788 + }, + { + "train_step": 6828, + "sup_loss": 0.693218393124643 + }, + { + "train_step": 6829, + "sup_loss": 0.5771688291424788 + }, + { + "train_step": 6830, + "sup_loss": 0.44269192178020245 + }, + { + "train_step": 6831, + "sup_loss": 0.4887551602366285 + }, + { + "train_step": 6832, + "sup_loss": 0.7037814012397778 + }, + { + "train_step": 6833, + "sup_loss": 0.5453758813219828 + }, + { + "train_step": 6834, + "sup_loss": 0.7150871209757471 + }, + { + "train_step": 6835, + "sup_loss": 0.47044076412947583 + }, + { + "train_step": 6836, + "sup_loss": 0.29545726776402426 + }, + { + "train_step": 6837, + "sup_loss": 0.7397708133670173 + }, + { + "train_step": 6838, + "sup_loss": 0.49861973092592987 + }, + { + "train_step": 6839, + "sup_loss": 0.5884294310671254 + }, + { + "train_step": 6840, + "sup_loss": 0.5449765564645241 + }, + { + "train_step": 6841, + "sup_loss": 0.598588115307881 + }, + { + "train_step": 6842, + "sup_loss": 0.519523304227834 + }, + { + "train_step": 6843, + "sup_loss": 0.6103151435423657 + }, + { + "train_step": 6844, + "sup_loss": 0.8513299745249848 + }, + { + "train_step": 6845, + "sup_loss": 0.4292467542406843 + }, + { + "train_step": 6846, + "sup_loss": 0.34052869264108127 + }, + { + "train_step": 6847, + "sup_loss": 0.5911377257413529 + }, + { + "train_step": 6848, + "sup_loss": 0.5421916319476631 + }, + { + "train_step": 6849, + "sup_loss": 0.8913427707979626 + }, + { + "train_step": 6850, + "sup_loss": 0.5825608807190038 + }, + { + "train_step": 6851, + "sup_loss": 0.5735302050039698 + }, + { + "train_step": 6852, + "sup_loss": 0.4379112253068069 + }, + { + "train_step": 6853, + "sup_loss": 0.5113559452648884 + }, + { + "train_step": 6854, + "sup_loss": 0.5018990540307351 + }, + { + "train_step": 6855, + "sup_loss": 0.41705193528112144 + }, + { + "train_step": 6856, + "sup_loss": 0.7463756784677322 + }, + { + "train_step": 6857, + "sup_loss": 0.6177400422102746 + }, + { + "train_step": 6858, + "sup_loss": 0.6206455721165467 + }, + { + "train_step": 6859, + "sup_loss": 0.6548152660240053 + }, + { + "train_step": 6860, + "sup_loss": 0.6520132090432642 + }, + { + "train_step": 6861, + "sup_loss": 0.5166994166546532 + }, + { + "train_step": 6862, + "sup_loss": 0.5994189629346462 + }, + { + "train_step": 6863, + "sup_loss": 0.6613435794309245 + }, + { + "train_step": 6864, + "sup_loss": 0.7356638116364579 + }, + { + "train_step": 6865, + "sup_loss": 0.672512273950697 + }, + { + "train_step": 6866, + "sup_loss": 0.5995274813531088 + }, + { + "train_step": 6867, + "sup_loss": 0.5871652778850335 + }, + { + "train_step": 6868, + "sup_loss": 0.5354523293304706 + }, + { + "train_step": 6869, + "sup_loss": 0.5403140384042875 + }, + { + "train_step": 6870, + "sup_loss": 0.5627687104584196 + }, + { + "train_step": 6871, + "sup_loss": 0.503947048357678 + }, + { + "train_step": 6872, + "sup_loss": 0.5725419897939101 + }, + { + "train_step": 6873, + "sup_loss": 0.7584241997758152 + }, + { + "train_step": 6874, + "sup_loss": 0.4889115699063089 + }, + { + "train_step": 6875, + "sup_loss": 0.7105062554355478 + }, + { + "train_step": 6876, + "sup_loss": 0.6026333202132866 + }, + { + "train_step": 6877, + "sup_loss": 0.7268634755605592 + }, + { + "train_step": 6878, + "sup_loss": 0.5244435450187869 + }, + { + "train_step": 6879, + "sup_loss": 0.6376154792773661 + }, + { + "train_step": 6880, + "sup_loss": 0.8181122551674308 + }, + { + "train_step": 6881, + "sup_loss": 0.6853322505177352 + }, + { + "train_step": 6882, + "sup_loss": 0.8296988359548542 + }, + { + "train_step": 6883, + "sup_loss": 0.4201324760498876 + }, + { + "train_step": 6884, + "sup_loss": 0.5150835254958628 + }, + { + "train_step": 6885, + "sup_loss": 0.5765239344434686 + }, + { + "train_step": 6886, + "sup_loss": 0.49049290677489854 + }, + { + "train_step": 6887, + "sup_loss": 0.27443513532473984 + }, + { + "train_step": 6888, + "sup_loss": 0.570016101255688 + }, + { + "train_step": 6889, + "sup_loss": 0.6832983166615432 + }, + { + "train_step": 6890, + "sup_loss": 0.5803118954509645 + }, + { + "train_step": 6891, + "sup_loss": 0.5606004535943316 + }, + { + "train_step": 6892, + "sup_loss": 0.4918073172702593 + }, + { + "train_step": 6893, + "sup_loss": 0.283833547401077 + }, + { + "train_step": 6894, + "sup_loss": 0.6135304896815859 + }, + { + "train_step": 6895, + "sup_loss": 0.5340185096568072 + }, + { + "train_step": 6896, + "sup_loss": 0.7555096981430945 + }, + { + "train_step": 6897, + "sup_loss": 0.46046206965238595 + }, + { + "train_step": 6898, + "sup_loss": 0.500811069799976 + }, + { + "train_step": 6899, + "sup_loss": 0.43860884237130465 + }, + { + "train_step": 6900, + "sup_loss": 0.6674852174120637 + }, + { + "train_step": 6901, + "sup_loss": 0.551863726803579 + }, + { + "train_step": 6902, + "sup_loss": 0.6322058023459043 + }, + { + "train_step": 6903, + "sup_loss": 0.5797201636443854 + }, + { + "train_step": 6904, + "sup_loss": 0.6950336610756784 + }, + { + "train_step": 6905, + "sup_loss": 0.6644350727652271 + }, + { + "train_step": 6906, + "sup_loss": 0.6128108227108566 + }, + { + "train_step": 6907, + "sup_loss": 0.7476635292413322 + }, + { + "train_step": 6908, + "sup_loss": 0.7644309038839757 + }, + { + "train_step": 6909, + "sup_loss": 0.7226437136780808 + }, + { + "train_step": 6910, + "sup_loss": 0.6302086313074893 + }, + { + "train_step": 6911, + "sup_loss": 0.5748101055041617 + }, + { + "train_step": 6912, + "sup_loss": 0.6742422197217475 + }, + { + "train_step": 6913, + "sup_loss": 0.5928339214790651 + }, + { + "train_step": 6914, + "sup_loss": 0.5077687599406382 + }, + { + "train_step": 6915, + "sup_loss": 0.5671647491456449 + }, + { + "train_step": 6916, + "sup_loss": 0.4828723222238098 + }, + { + "train_step": 6917, + "sup_loss": 0.5537961285260633 + }, + { + "train_step": 6918, + "sup_loss": 0.5714798900338707 + }, + { + "train_step": 6919, + "sup_loss": 0.7654900436419027 + }, + { + "train_step": 6920, + "sup_loss": 0.5567753763610979 + }, + { + "train_step": 6921, + "sup_loss": 0.6055929445460604 + }, + { + "train_step": 6922, + "sup_loss": 0.35887506966912086 + }, + { + "train_step": 6923, + "sup_loss": 0.7096122939968675 + }, + { + "train_step": 6924, + "sup_loss": 0.30044878510480283 + }, + { + "train_step": 6925, + "sup_loss": 0.47997743183322694 + }, + { + "train_step": 6926, + "sup_loss": 0.5608159406993484 + }, + { + "train_step": 6927, + "sup_loss": 0.6296877847388497 + }, + { + "train_step": 6928, + "sup_loss": 0.5164869485161148 + }, + { + "train_step": 6929, + "sup_loss": 0.3714622092595596 + }, + { + "train_step": 6930, + "sup_loss": 0.27737477753611095 + }, + { + "train_step": 6931, + "sup_loss": 0.6682195810798718 + }, + { + "train_step": 6932, + "sup_loss": 0.6954309830702741 + }, + { + "train_step": 6933, + "sup_loss": 0.599933533120333 + }, + { + "train_step": 6934, + "sup_loss": 0.560381225707504 + }, + { + "train_step": 6935, + "sup_loss": 0.5260150642716714 + }, + { + "train_step": 6936, + "sup_loss": 0.8220083595116673 + }, + { + "train_step": 6937, + "sup_loss": 0.6196806614322267 + }, + { + "train_step": 6938, + "sup_loss": 0.41395168540785743 + }, + { + "train_step": 6939, + "sup_loss": 0.4625225554925352 + }, + { + "train_step": 6940, + "sup_loss": 0.7212318364626232 + }, + { + "train_step": 6941, + "sup_loss": 0.35567144677253554 + }, + { + "train_step": 6942, + "sup_loss": 0.6019319818092373 + }, + { + "train_step": 6943, + "sup_loss": 0.44474865749541614 + }, + { + "train_step": 6944, + "sup_loss": 0.6481340559175452 + }, + { + "train_step": 6945, + "sup_loss": 0.6691630802476423 + }, + { + "train_step": 6946, + "sup_loss": 0.509535285392894 + }, + { + "train_step": 6947, + "sup_loss": 0.5184698994668148 + }, + { + "train_step": 6948, + "sup_loss": 0.5087911158762578 + }, + { + "train_step": 6949, + "sup_loss": 0.6660557331544088 + }, + { + "train_step": 6950, + "sup_loss": 0.5326243317131848 + }, + { + "train_step": 6951, + "sup_loss": 0.6320132442460544 + }, + { + "train_step": 6952, + "sup_loss": 0.5385637664522812 + }, + { + "train_step": 6953, + "sup_loss": 0.36863250485902693 + }, + { + "train_step": 6954, + "sup_loss": 0.5544236551106648 + }, + { + "train_step": 6955, + "sup_loss": 0.6281885517235467 + }, + { + "train_step": 6956, + "sup_loss": 0.6454152810309475 + }, + { + "train_step": 6957, + "sup_loss": 0.612224322851566 + }, + { + "train_step": 6958, + "sup_loss": 0.8194523540655266 + }, + { + "train_step": 6959, + "sup_loss": 0.5566414228780687 + }, + { + "train_step": 6960, + "sup_loss": 0.47432712090494444 + }, + { + "train_step": 6961, + "sup_loss": 0.4709572321592438 + }, + { + "train_step": 6962, + "sup_loss": 0.6053617512685198 + }, + { + "train_step": 6963, + "sup_loss": 0.6578205456526822 + }, + { + "train_step": 6964, + "sup_loss": 0.5718689664447677 + }, + { + "train_step": 6965, + "sup_loss": 0.6152394422068405 + }, + { + "train_step": 6966, + "sup_loss": 0.5313322573318809 + }, + { + "train_step": 6967, + "sup_loss": 0.8383471401221699 + }, + { + "train_step": 6968, + "sup_loss": 0.6965315204270002 + }, + { + "train_step": 6969, + "sup_loss": 0.717119773947771 + }, + { + "train_step": 6970, + "sup_loss": 0.6616993952681682 + }, + { + "train_step": 6971, + "sup_loss": 0.36539009229907393 + }, + { + "train_step": 6972, + "sup_loss": 0.5785691742155724 + }, + { + "train_step": 6973, + "sup_loss": 0.7503072098342056 + }, + { + "train_step": 6974, + "sup_loss": 0.6197023851562876 + }, + { + "train_step": 6975, + "sup_loss": 0.47239254872769004 + }, + { + "train_step": 6976, + "sup_loss": 0.32615313679197955 + }, + { + "train_step": 6977, + "sup_loss": 0.4741010148603556 + }, + { + "train_step": 6978, + "sup_loss": 0.5175718594939369 + }, + { + "train_step": 6979, + "sup_loss": 0.4966406693710407 + }, + { + "train_step": 6980, + "sup_loss": 0.29907314941815816 + }, + { + "train_step": 6981, + "sup_loss": 0.6609874152427111 + }, + { + "train_step": 6982, + "sup_loss": 0.593407277526936 + }, + { + "train_step": 6983, + "sup_loss": 0.40530660764853976 + }, + { + "train_step": 6984, + "sup_loss": 0.38889757391926455 + }, + { + "train_step": 6985, + "sup_loss": 0.6529946012047314 + }, + { + "train_step": 6986, + "sup_loss": 0.4464405118384073 + }, + { + "train_step": 6987, + "sup_loss": 0.6169933934753484 + }, + { + "train_step": 6988, + "sup_loss": 0.5595400837542353 + }, + { + "train_step": 6989, + "sup_loss": 0.678611206625479 + }, + { + "train_step": 6990, + "sup_loss": 0.3466548354711382 + }, + { + "train_step": 6991, + "sup_loss": 0.46634958510610536 + }, + { + "train_step": 6992, + "sup_loss": 0.3430921052649611 + }, + { + "train_step": 6993, + "sup_loss": 0.47791800247103683 + }, + { + "train_step": 6994, + "sup_loss": 0.4836252846551657 + }, + { + "train_step": 6995, + "sup_loss": 0.6058779324315109 + }, + { + "train_step": 6996, + "sup_loss": 0.6891101553905454 + }, + { + "train_step": 6997, + "sup_loss": 0.5591289009927922 + }, + { + "train_step": 6998, + "sup_loss": 0.528813012397705 + }, + { + "train_step": 6999, + "sup_loss": 0.7016945956657327 + }, + { + "train_step": 7000, + "sup_loss": 0.4759200313228644 + }, + { + "train_step": 7001, + "sup_loss": 0.5670724518354107 + }, + { + "train_step": 7002, + "sup_loss": 0.5906213120927991 + }, + { + "train_step": 7003, + "sup_loss": 0.5958546322339521 + }, + { + "train_step": 7004, + "sup_loss": 0.3697196014673676 + }, + { + "train_step": 7005, + "sup_loss": 0.7439918369687398 + }, + { + "train_step": 7006, + "sup_loss": 0.6229292175188257 + }, + { + "train_step": 7007, + "sup_loss": 0.7250710106584022 + }, + { + "train_step": 7008, + "sup_loss": 0.5591141917609228 + }, + { + "train_step": 7009, + "sup_loss": 0.8315452232999779 + }, + { + "train_step": 7010, + "sup_loss": 0.36102049667451963 + }, + { + "train_step": 7011, + "sup_loss": 0.7662284419544922 + }, + { + "train_step": 7012, + "sup_loss": 0.3530429147490347 + }, + { + "train_step": 7013, + "sup_loss": 0.5564617506405882 + }, + { + "train_step": 7014, + "sup_loss": 0.3880470492241201 + }, + { + "train_step": 7015, + "sup_loss": 0.6352042332085478 + }, + { + "train_step": 7016, + "sup_loss": 0.4908071208021889 + }, + { + "train_step": 7017, + "sup_loss": 0.6514718118133205 + }, + { + "train_step": 7018, + "sup_loss": 0.7858446392877885 + }, + { + "train_step": 7019, + "sup_loss": 0.4320707675797765 + }, + { + "train_step": 7020, + "sup_loss": 0.5483186504258772 + }, + { + "train_step": 7021, + "sup_loss": 0.6525558061485052 + }, + { + "train_step": 7022, + "sup_loss": 0.4775272000654629 + }, + { + "train_step": 7023, + "sup_loss": 0.5289744202105952 + }, + { + "train_step": 7024, + "sup_loss": 0.5647276807899926 + }, + { + "train_step": 7025, + "sup_loss": 0.7213093914411158 + }, + { + "train_step": 7026, + "sup_loss": 0.5974701609610165 + }, + { + "train_step": 7027, + "sup_loss": 0.500538782627736 + }, + { + "train_step": 7028, + "sup_loss": 0.8015448112018668 + }, + { + "train_step": 7029, + "sup_loss": 0.5249909020466338 + }, + { + "train_step": 7030, + "sup_loss": 0.5372951641764243 + }, + { + "train_step": 7031, + "sup_loss": 0.7196267632104502 + }, + { + "train_step": 7032, + "sup_loss": 0.6299746613325461 + }, + { + "train_step": 7033, + "sup_loss": 0.6311549689221448 + }, + { + "train_step": 7034, + "sup_loss": 0.5685822943973542 + }, + { + "train_step": 7035, + "sup_loss": 0.6132258352691452 + }, + { + "train_step": 7036, + "sup_loss": 0.41970673648351176 + }, + { + "train_step": 7037, + "sup_loss": 0.42248448253662774 + }, + { + "train_step": 7038, + "sup_loss": 0.6508223455186342 + }, + { + "train_step": 7039, + "sup_loss": 0.5001022523710349 + }, + { + "train_step": 7040, + "sup_loss": 0.6516530695123878 + }, + { + "train_step": 7041, + "sup_loss": 0.7544376011082754 + }, + { + "train_step": 7042, + "sup_loss": 0.5849141048324321 + }, + { + "train_step": 7043, + "sup_loss": 0.5710165956371005 + }, + { + "train_step": 7044, + "sup_loss": 0.7128926686711585 + }, + { + "train_step": 7045, + "sup_loss": 0.7301604154637825 + }, + { + "train_step": 7046, + "sup_loss": 0.6645469771842777 + }, + { + "train_step": 7047, + "sup_loss": 0.6165318326454795 + }, + { + "train_step": 7048, + "sup_loss": 0.6418971476975979 + }, + { + "train_step": 7049, + "sup_loss": 0.4723498266039318 + }, + { + "train_step": 7050, + "sup_loss": 0.7076838805879794 + }, + { + "train_step": 7051, + "sup_loss": 0.7215941244157803 + }, + { + "train_step": 7052, + "sup_loss": 0.647593607994353 + }, + { + "train_step": 7053, + "sup_loss": 0.5800828572639259 + }, + { + "train_step": 7054, + "sup_loss": 0.6817889426175491 + }, + { + "train_step": 7055, + "sup_loss": 0.7201630142756171 + }, + { + "train_step": 7056, + "sup_loss": 0.7522977243426827 + }, + { + "train_step": 7057, + "sup_loss": 0.8678678831084796 + }, + { + "train_step": 7058, + "sup_loss": 0.5450965797455001 + }, + { + "train_step": 7059, + "sup_loss": 0.6168718619719699 + }, + { + "train_step": 7060, + "sup_loss": 0.6682983557678625 + }, + { + "train_step": 7061, + "sup_loss": 0.685734340991804 + }, + { + "train_step": 7062, + "sup_loss": 0.6339033554491197 + }, + { + "train_step": 7063, + "sup_loss": 0.7419253704956202 + }, + { + "train_step": 7064, + "sup_loss": 0.35092971648134247 + }, + { + "train_step": 7065, + "sup_loss": 0.5355609287941693 + }, + { + "train_step": 7066, + "sup_loss": 0.5167439426978088 + }, + { + "train_step": 7067, + "sup_loss": 0.5361617600303716 + }, + { + "train_step": 7068, + "sup_loss": 0.6376008308154013 + }, + { + "train_step": 7069, + "sup_loss": 0.5685544212458797 + }, + { + "train_step": 7070, + "sup_loss": 0.7397316226037359 + }, + { + "train_step": 7071, + "sup_loss": 0.6536169734963119 + }, + { + "train_step": 7072, + "sup_loss": 0.6571711568158889 + }, + { + "train_step": 7073, + "sup_loss": 0.6108295320574889 + }, + { + "train_step": 7074, + "sup_loss": 0.6185707706276135 + }, + { + "train_step": 7075, + "sup_loss": 0.6569330122760055 + }, + { + "train_step": 7076, + "sup_loss": 0.7214279096074399 + }, + { + "train_step": 7077, + "sup_loss": 0.33041073878351224 + }, + { + "train_step": 7078, + "sup_loss": 0.45292234978007884 + }, + { + "train_step": 7079, + "sup_loss": 0.6479576334305718 + }, + { + "train_step": 7080, + "sup_loss": 0.7646751326539427 + }, + { + "train_step": 7081, + "sup_loss": 0.44764500692890574 + }, + { + "train_step": 7082, + "sup_loss": 0.41985700349081845 + }, + { + "train_step": 7083, + "sup_loss": 0.4296569832777526 + }, + { + "train_step": 7084, + "sup_loss": 0.679989692260384 + }, + { + "train_step": 7085, + "sup_loss": 0.6358774460862409 + }, + { + "train_step": 7086, + "sup_loss": 0.4244183462453303 + }, + { + "train_step": 7087, + "sup_loss": 0.5193844033722566 + }, + { + "train_step": 7088, + "sup_loss": 0.6925532697157811 + }, + { + "train_step": 7089, + "sup_loss": 0.6606525259051381 + }, + { + "train_step": 7090, + "sup_loss": 0.3278620172344795 + }, + { + "train_step": 7091, + "sup_loss": 0.3767737814412065 + }, + { + "train_step": 7092, + "sup_loss": 0.5942212473884466 + }, + { + "train_step": 7093, + "sup_loss": 0.6344764925393994 + }, + { + "train_step": 7094, + "sup_loss": 0.7008111731424952 + }, + { + "train_step": 7095, + "sup_loss": 0.5657057733682745 + }, + { + "train_step": 7096, + "sup_loss": 0.37694291988753864 + }, + { + "train_step": 7097, + "sup_loss": 0.3996111597029225 + }, + { + "train_step": 7098, + "sup_loss": 0.7800121219678781 + }, + { + "train_step": 7099, + "sup_loss": 0.5781361752025991 + }, + { + "train_step": 7100, + "sup_loss": 0.5311558821309594 + }, + { + "train_step": 7101, + "sup_loss": 0.4367106535479643 + }, + { + "train_step": 7102, + "sup_loss": 0.7195479991000671 + }, + { + "train_step": 7103, + "sup_loss": 0.6395953581256679 + }, + { + "train_step": 7104, + "sup_loss": 0.583925795334505 + }, + { + "train_step": 7105, + "sup_loss": 0.45595857202084444 + }, + { + "train_step": 7106, + "sup_loss": 0.6601437806605859 + }, + { + "train_step": 7107, + "sup_loss": 0.5780575203838739 + }, + { + "train_step": 7108, + "sup_loss": 0.6700127510191767 + }, + { + "train_step": 7109, + "sup_loss": 0.6773709287930285 + }, + { + "train_step": 7110, + "sup_loss": 0.6107333288297868 + }, + { + "train_step": 7111, + "sup_loss": 0.6967188898122647 + }, + { + "train_step": 7112, + "sup_loss": 0.5004943213224026 + }, + { + "train_step": 7113, + "sup_loss": 0.5880655233879492 + }, + { + "train_step": 7114, + "sup_loss": 0.3841872115910116 + }, + { + "train_step": 7115, + "sup_loss": 0.6315719877661827 + }, + { + "train_step": 7116, + "sup_loss": 0.675591027801237 + }, + { + "train_step": 7117, + "sup_loss": 0.39785469651114314 + }, + { + "train_step": 7118, + "sup_loss": 0.6767614837229361 + }, + { + "train_step": 7119, + "sup_loss": 0.5949779958306269 + }, + { + "train_step": 7120, + "sup_loss": 0.6257001080004075 + }, + { + "train_step": 7121, + "sup_loss": 0.7334612889510209 + }, + { + "train_step": 7122, + "sup_loss": 0.599473311888672 + }, + { + "train_step": 7123, + "sup_loss": 0.536992230726248 + }, + { + "train_step": 7124, + "sup_loss": 0.4448552400064609 + }, + { + "train_step": 7125, + "sup_loss": 0.6612735943603912 + }, + { + "train_step": 7126, + "sup_loss": 0.5235980247041292 + }, + { + "train_step": 7127, + "sup_loss": 0.31495532045874847 + }, + { + "train_step": 7128, + "sup_loss": 0.4214995400694256 + }, + { + "train_step": 7129, + "sup_loss": 0.3864212139369423 + }, + { + "train_step": 7130, + "sup_loss": 0.5714249810189054 + }, + { + "train_step": 7131, + "sup_loss": 0.46786865661027005 + }, + { + "train_step": 7132, + "sup_loss": 0.5249826725531492 + }, + { + "train_step": 7133, + "sup_loss": 0.3904366510526539 + }, + { + "train_step": 7134, + "sup_loss": 0.5959489135311955 + }, + { + "train_step": 7135, + "sup_loss": 0.7056191314360318 + }, + { + "train_step": 7136, + "sup_loss": 0.4932535984955243 + }, + { + "train_step": 7137, + "sup_loss": 0.5756473581368722 + }, + { + "train_step": 7138, + "sup_loss": 0.685373383545134 + }, + { + "train_step": 7139, + "sup_loss": 0.3897860535245119 + }, + { + "train_step": 7140, + "sup_loss": 0.8308117752404567 + }, + { + "train_step": 7141, + "sup_loss": 0.5074156774018855 + }, + { + "train_step": 7142, + "sup_loss": 0.3343643201297491 + }, + { + "train_step": 7143, + "sup_loss": 0.5383913634417328 + }, + { + "train_step": 7144, + "sup_loss": 0.6453516727284733 + }, + { + "train_step": 7145, + "sup_loss": 0.6974405846657928 + }, + { + "train_step": 7146, + "sup_loss": 0.6880687369881873 + }, + { + "train_step": 7147, + "sup_loss": 0.5514970633635147 + }, + { + "train_step": 7148, + "sup_loss": 0.5339552166057736 + }, + { + "train_step": 7149, + "sup_loss": 0.6888326666929265 + }, + { + "train_step": 7150, + "sup_loss": 0.7753303803230812 + }, + { + "train_step": 7151, + "sup_loss": 0.7591803402754855 + }, + { + "train_step": 7152, + "sup_loss": 0.5711586429132148 + }, + { + "train_step": 7153, + "sup_loss": 0.4615967435335672 + }, + { + "train_step": 7154, + "sup_loss": 0.4160510926290304 + }, + { + "train_step": 7155, + "sup_loss": 0.6924588508023587 + }, + { + "train_step": 7156, + "sup_loss": 0.29086227705215967 + }, + { + "train_step": 7157, + "sup_loss": 0.6228153502667522 + }, + { + "train_step": 7158, + "sup_loss": 0.41891158594294897 + }, + { + "train_step": 7159, + "sup_loss": 0.5643431833342314 + }, + { + "train_step": 7160, + "sup_loss": 0.5939164381801039 + }, + { + "train_step": 7161, + "sup_loss": 0.3661969966937735 + }, + { + "train_step": 7162, + "sup_loss": 0.3321822933004199 + }, + { + "train_step": 7163, + "sup_loss": 0.7298928834251761 + }, + { + "train_step": 7164, + "sup_loss": 0.5142965346992017 + }, + { + "train_step": 7165, + "sup_loss": 0.580608654347732 + }, + { + "train_step": 7166, + "sup_loss": 0.5977554295141659 + }, + { + "train_step": 7167, + "sup_loss": 0.3961232454012038 + }, + { + "train_step": 7168, + "sup_loss": 0.5405043306780274 + }, + { + "train_step": 7169, + "sup_loss": 0.8318285637958956 + }, + { + "train_step": 7170, + "sup_loss": 0.6196437486966996 + }, + { + "train_step": 7171, + "sup_loss": 0.699058835210085 + }, + { + "train_step": 7172, + "sup_loss": 0.6322343488852945 + }, + { + "train_step": 7173, + "sup_loss": 0.6076019691883214 + }, + { + "train_step": 7174, + "sup_loss": 0.6219153643377836 + }, + { + "train_step": 7175, + "sup_loss": 0.6914725484298446 + }, + { + "train_step": 7176, + "sup_loss": 0.7402756214493708 + }, + { + "train_step": 7177, + "sup_loss": 0.48801665712733777 + }, + { + "train_step": 7178, + "sup_loss": 0.5699975124347936 + }, + { + "train_step": 7179, + "sup_loss": 0.6372106584133862 + }, + { + "train_step": 7180, + "sup_loss": 0.512882678195805 + }, + { + "train_step": 7181, + "sup_loss": 0.5423396349069771 + }, + { + "train_step": 7182, + "sup_loss": 0.5167552400222264 + }, + { + "train_step": 7183, + "sup_loss": 0.32273310398964106 + }, + { + "train_step": 7184, + "sup_loss": 0.4514581134128636 + }, + { + "train_step": 7185, + "sup_loss": 0.4093191355161503 + }, + { + "train_step": 7186, + "sup_loss": 1.336629257725957 + }, + { + "train_step": 7187, + "sup_loss": 0.5622230305131487 + }, + { + "train_step": 7188, + "sup_loss": 0.5279435974586292 + }, + { + "train_step": 7189, + "sup_loss": 0.5073263408044507 + }, + { + "train_step": 7190, + "sup_loss": 0.42728221583950926 + }, + { + "train_step": 7191, + "sup_loss": 0.5432207364603561 + }, + { + "train_step": 7192, + "sup_loss": 0.6865188058325609 + }, + { + "train_step": 7193, + "sup_loss": 0.6269897560209167 + }, + { + "train_step": 7194, + "sup_loss": 0.6092239174930892 + }, + { + "train_step": 7195, + "sup_loss": 0.49517845997938825 + }, + { + "train_step": 7196, + "sup_loss": 0.5430833087281347 + }, + { + "train_step": 7197, + "sup_loss": 0.5347957443073919 + }, + { + "train_step": 7198, + "sup_loss": 0.6160972052502978 + }, + { + "train_step": 7199, + "sup_loss": 0.6651055657055135 + }, + { + "train_step": 7200, + "sup_loss": 0.42215392812983515 + }, + { + "train_step": 7201, + "sup_loss": 0.6411655582341182 + }, + { + "train_step": 7202, + "sup_loss": 0.4523101148756299 + }, + { + "train_step": 7203, + "sup_loss": 0.8081026731403318 + }, + { + "train_step": 7204, + "sup_loss": 0.6324769918971741 + }, + { + "train_step": 7205, + "sup_loss": 0.7517252033627337 + }, + { + "train_step": 7206, + "sup_loss": 0.32426892747168745 + }, + { + "train_step": 7207, + "sup_loss": 0.7054776782120595 + }, + { + "train_step": 7208, + "sup_loss": 0.5646614629392395 + }, + { + "train_step": 7209, + "sup_loss": 0.514410995740829 + }, + { + "train_step": 7210, + "sup_loss": 0.7047515438173021 + }, + { + "train_step": 7211, + "sup_loss": 0.5574722203277085 + }, + { + "train_step": 7212, + "sup_loss": 0.661056103552603 + }, + { + "train_step": 7213, + "sup_loss": 0.5651874335042371 + }, + { + "train_step": 7214, + "sup_loss": 0.6668026391757584 + }, + { + "train_step": 7215, + "sup_loss": 0.605572154673281 + }, + { + "train_step": 7216, + "sup_loss": 0.6336771263233479 + }, + { + "train_step": 7217, + "sup_loss": 0.5886447229407564 + }, + { + "train_step": 7218, + "sup_loss": 0.7462812312941514 + }, + { + "train_step": 7219, + "sup_loss": 0.5562815896658003 + }, + { + "train_step": 7220, + "sup_loss": 0.6558315016506405 + }, + { + "train_step": 7221, + "sup_loss": 0.4924168277801242 + }, + { + "train_step": 7222, + "sup_loss": 0.6017259791955905 + }, + { + "train_step": 7223, + "sup_loss": 0.4032211331901655 + }, + { + "train_step": 7224, + "sup_loss": 0.574182863131536 + }, + { + "train_step": 7225, + "sup_loss": 0.6158191425395563 + }, + { + "train_step": 7226, + "sup_loss": 0.6593416866781596 + }, + { + "train_step": 7227, + "sup_loss": 0.5725021538401984 + }, + { + "train_step": 7228, + "sup_loss": 0.5828218010423598 + }, + { + "train_step": 7229, + "sup_loss": 0.4364559370640472 + }, + { + "train_step": 7230, + "sup_loss": 0.5811952518850122 + }, + { + "train_step": 7231, + "sup_loss": 0.5740114693962124 + }, + { + "train_step": 7232, + "sup_loss": 0.4512786679009904 + }, + { + "train_step": 7233, + "sup_loss": 0.5364904179508032 + }, + { + "train_step": 7234, + "sup_loss": 0.5565143854732406 + }, + { + "train_step": 7235, + "sup_loss": 0.8291487779204143 + }, + { + "train_step": 7236, + "sup_loss": 0.8020274533092445 + }, + { + "train_step": 7237, + "sup_loss": 0.6419000465906752 + }, + { + "train_step": 7238, + "sup_loss": 0.7201749092129528 + }, + { + "train_step": 7239, + "sup_loss": 0.6123100626610328 + }, + { + "train_step": 7240, + "sup_loss": 0.5527204704139359 + }, + { + "train_step": 7241, + "sup_loss": 0.6490085419417818 + }, + { + "train_step": 7242, + "sup_loss": 0.8318441992268032 + }, + { + "train_step": 7243, + "sup_loss": 0.4273715537116318 + }, + { + "train_step": 7244, + "sup_loss": 0.5035093609393112 + }, + { + "train_step": 7245, + "sup_loss": 0.6372800574590927 + }, + { + "train_step": 7246, + "sup_loss": 0.5518689958701115 + }, + { + "train_step": 7247, + "sup_loss": 0.3560868731880269 + }, + { + "train_step": 7248, + "sup_loss": 0.71633339009672 + }, + { + "train_step": 7249, + "sup_loss": 0.7221673181770474 + }, + { + "train_step": 7250, + "sup_loss": 0.4357680628527442 + }, + { + "train_step": 7251, + "sup_loss": 0.5315556937524192 + }, + { + "train_step": 7252, + "sup_loss": 0.5208264072970236 + }, + { + "train_step": 7253, + "sup_loss": 0.712005833495402 + }, + { + "train_step": 7254, + "sup_loss": 0.7768048051718295 + }, + { + "train_step": 7255, + "sup_loss": 0.549578712209467 + }, + { + "train_step": 7256, + "sup_loss": 0.3433249229267783 + }, + { + "train_step": 7257, + "sup_loss": 0.42541065376119813 + }, + { + "train_step": 7258, + "sup_loss": 0.4573893891314398 + }, + { + "train_step": 7259, + "sup_loss": 0.5062222705997519 + }, + { + "train_step": 7260, + "sup_loss": 0.6391594333825306 + }, + { + "train_step": 7261, + "sup_loss": 0.4870482040748256 + }, + { + "train_step": 7262, + "sup_loss": 0.5854850533551305 + }, + { + "train_step": 7263, + "sup_loss": 0.3855419107608873 + }, + { + "train_step": 7264, + "sup_loss": 0.8385475255260446 + }, + { + "train_step": 7265, + "sup_loss": 0.6943233433440192 + }, + { + "train_step": 7266, + "sup_loss": 0.4603004765538629 + }, + { + "train_step": 7267, + "sup_loss": 0.5541576036742225 + }, + { + "train_step": 7268, + "sup_loss": 0.37529764059704235 + }, + { + "train_step": 7269, + "sup_loss": 0.674578670872759 + }, + { + "train_step": 7270, + "sup_loss": 0.5711689684537892 + }, + { + "train_step": 7271, + "sup_loss": 0.4547704777295524 + }, + { + "train_step": 7272, + "sup_loss": 0.5432791044643668 + }, + { + "train_step": 7273, + "sup_loss": 0.5708388914034462 + }, + { + "train_step": 7274, + "sup_loss": 0.3547417870430297 + }, + { + "train_step": 7275, + "sup_loss": 0.8402441932674867 + }, + { + "train_step": 7276, + "sup_loss": 0.5302293375287652 + }, + { + "train_step": 7277, + "sup_loss": 0.5320273863812525 + }, + { + "train_step": 7278, + "sup_loss": 0.5985031734056184 + }, + { + "train_step": 7279, + "sup_loss": 0.5428857597915543 + }, + { + "train_step": 7280, + "sup_loss": 0.5859506278231663 + }, + { + "train_step": 7281, + "sup_loss": 0.2634180559944007 + }, + { + "train_step": 7282, + "sup_loss": 0.4550305283553972 + }, + { + "train_step": 7283, + "sup_loss": 0.3990013172466974 + }, + { + "train_step": 7284, + "sup_loss": 0.7527652291408227 + }, + { + "train_step": 7285, + "sup_loss": 0.4952296798338516 + }, + { + "train_step": 7286, + "sup_loss": 0.5109676123650659 + }, + { + "train_step": 7287, + "sup_loss": 0.6988793419451436 + }, + { + "train_step": 7288, + "sup_loss": 0.5758735910001302 + }, + { + "train_step": 7289, + "sup_loss": 0.5239938002421585 + }, + { + "train_step": 7290, + "sup_loss": 0.7574247013523244 + }, + { + "train_step": 7291, + "sup_loss": 0.5364187572327617 + }, + { + "train_step": 7292, + "sup_loss": 0.539206708313649 + }, + { + "train_step": 7293, + "sup_loss": 0.5829936611168981 + }, + { + "train_step": 7294, + "sup_loss": 0.6597649734209344 + }, + { + "train_step": 7295, + "sup_loss": 0.3700471865620842 + }, + { + "train_step": 7296, + "sup_loss": 0.5925825949616602 + }, + { + "train_step": 7297, + "sup_loss": 0.5067336293502855 + }, + { + "train_step": 7298, + "sup_loss": 0.38233032220598195 + }, + { + "train_step": 7299, + "sup_loss": 0.7107368316628198 + }, + { + "train_step": 7300, + "sup_loss": 0.5429600620165577 + }, + { + "train_step": 7301, + "sup_loss": 0.591068523206475 + }, + { + "train_step": 7302, + "sup_loss": 0.5412228194316339 + }, + { + "train_step": 7303, + "sup_loss": 0.5231613058353755 + }, + { + "train_step": 7304, + "sup_loss": 0.5487932101521789 + }, + { + "train_step": 7305, + "sup_loss": 0.39320719905857293 + }, + { + "train_step": 7306, + "sup_loss": 0.584913590349933 + }, + { + "train_step": 7307, + "sup_loss": 0.5068383021964997 + }, + { + "train_step": 7308, + "sup_loss": 0.6791887346947015 + }, + { + "train_step": 7309, + "sup_loss": 0.6057667908515372 + }, + { + "train_step": 7310, + "sup_loss": 0.7492488547162156 + }, + { + "train_step": 7311, + "sup_loss": 0.5209922241791136 + }, + { + "train_step": 7312, + "sup_loss": 0.8570880396498813 + }, + { + "train_step": 7313, + "sup_loss": 0.44105931448317237 + }, + { + "train_step": 7314, + "sup_loss": 0.5715606737814454 + }, + { + "train_step": 7315, + "sup_loss": 0.6498775395315491 + }, + { + "train_step": 7316, + "sup_loss": 0.7603516820709084 + }, + { + "train_step": 7317, + "sup_loss": 0.6741235894242336 + }, + { + "train_step": 7318, + "sup_loss": 0.43620260020272256 + }, + { + "train_step": 7319, + "sup_loss": 0.5270782054794212 + }, + { + "train_step": 7320, + "sup_loss": 0.5524546177857388 + }, + { + "train_step": 7321, + "sup_loss": 0.49966629376457283 + }, + { + "train_step": 7322, + "sup_loss": 0.680446350486624 + }, + { + "train_step": 7323, + "sup_loss": 0.32278153077178867 + }, + { + "train_step": 7324, + "sup_loss": 0.7052813730074994 + }, + { + "train_step": 7325, + "sup_loss": 0.3264951442840616 + }, + { + "train_step": 7326, + "sup_loss": 0.5684161031401851 + }, + { + "train_step": 7327, + "sup_loss": 0.5349392617381988 + }, + { + "train_step": 7328, + "sup_loss": 0.37959823343179233 + }, + { + "train_step": 7329, + "sup_loss": 0.802148461284442 + }, + { + "train_step": 7330, + "sup_loss": 0.525352207212853 + }, + { + "train_step": 7331, + "sup_loss": 0.426357190799201 + }, + { + "train_step": 7332, + "sup_loss": 0.4067252193852294 + }, + { + "train_step": 7333, + "sup_loss": 0.7606918666802549 + }, + { + "train_step": 7334, + "sup_loss": 0.4372093209186962 + }, + { + "train_step": 7335, + "sup_loss": 0.4878978831478845 + }, + { + "train_step": 7336, + "sup_loss": 0.39004759696870356 + }, + { + "train_step": 7337, + "sup_loss": 0.5641601138018061 + }, + { + "train_step": 7338, + "sup_loss": 0.7217338802241576 + }, + { + "train_step": 7339, + "sup_loss": 0.34349646716264753 + }, + { + "train_step": 7340, + "sup_loss": 0.35746876658607146 + }, + { + "train_step": 7341, + "sup_loss": 0.7421700018897454 + }, + { + "train_step": 7342, + "sup_loss": 0.41431658778559666 + }, + { + "train_step": 7343, + "sup_loss": 0.6895623223017118 + }, + { + "train_step": 7344, + "sup_loss": 0.3802701316952512 + }, + { + "train_step": 7345, + "sup_loss": 0.5180405128390559 + }, + { + "train_step": 7346, + "sup_loss": 0.5091718217830581 + }, + { + "train_step": 7347, + "sup_loss": 0.6238230167682678 + }, + { + "train_step": 7348, + "sup_loss": 0.6996947212255612 + }, + { + "train_step": 7349, + "sup_loss": 0.507682610751801 + }, + { + "train_step": 7350, + "sup_loss": 0.5128902207764157 + }, + { + "train_step": 7351, + "sup_loss": 0.6737921520945522 + }, + { + "train_step": 7352, + "sup_loss": 0.6158500987792805 + }, + { + "train_step": 7353, + "sup_loss": 0.44488988310156985 + }, + { + "train_step": 7354, + "sup_loss": 0.5039702556346498 + }, + { + "train_step": 7355, + "sup_loss": 0.5871665287097971 + }, + { + "train_step": 7356, + "sup_loss": 0.6266570040505344 + }, + { + "train_step": 7357, + "sup_loss": 0.5414916914207583 + }, + { + "train_step": 7358, + "sup_loss": 0.4131931325212884 + }, + { + "train_step": 7359, + "sup_loss": 0.5581648529186858 + }, + { + "train_step": 7360, + "sup_loss": 0.4678668908607482 + }, + { + "train_step": 7361, + "sup_loss": 0.5498769895983303 + }, + { + "train_step": 7362, + "sup_loss": 0.5051159110842454 + }, + { + "train_step": 7363, + "sup_loss": 0.32274252892729705 + }, + { + "train_step": 7364, + "sup_loss": 0.558124757741378 + }, + { + "train_step": 7365, + "sup_loss": 0.5775030409025138 + }, + { + "train_step": 7366, + "sup_loss": 0.7542042674956564 + }, + { + "train_step": 7367, + "sup_loss": 0.4868080425183483 + }, + { + "train_step": 7368, + "sup_loss": 0.6718138596443209 + }, + { + "train_step": 7369, + "sup_loss": 0.348070037695816 + }, + { + "train_step": 7370, + "sup_loss": 0.6089878378358878 + }, + { + "train_step": 7371, + "sup_loss": 0.3570157701916869 + }, + { + "train_step": 7372, + "sup_loss": 0.6299974081380724 + }, + { + "train_step": 7373, + "sup_loss": 0.5842855542334189 + }, + { + "train_step": 7374, + "sup_loss": 0.6533727252548794 + }, + { + "train_step": 7375, + "sup_loss": 0.4580777946973034 + }, + { + "train_step": 7376, + "sup_loss": 0.37384172868717586 + }, + { + "train_step": 7377, + "sup_loss": 0.5327408755641991 + }, + { + "train_step": 7378, + "sup_loss": 0.6352550936639201 + }, + { + "train_step": 7379, + "sup_loss": 0.6816601345261145 + }, + { + "train_step": 7380, + "sup_loss": 0.7391916619202311 + }, + { + "train_step": 7381, + "sup_loss": 0.6565963654007926 + }, + { + "train_step": 7382, + "sup_loss": 0.5164608133512081 + }, + { + "train_step": 7383, + "sup_loss": 0.5271732254242292 + }, + { + "train_step": 7384, + "sup_loss": 0.6214901756622784 + }, + { + "train_step": 7385, + "sup_loss": 0.6308009144414481 + }, + { + "train_step": 7386, + "sup_loss": 0.6295262661335007 + }, + { + "train_step": 7387, + "sup_loss": 0.3589943054901105 + }, + { + "train_step": 7388, + "sup_loss": 0.7026772752146705 + }, + { + "train_step": 7389, + "sup_loss": 0.34924053685598133 + }, + { + "train_step": 7390, + "sup_loss": 0.47683093034792723 + }, + { + "train_step": 7391, + "sup_loss": 0.6349067760438412 + }, + { + "train_step": 7392, + "sup_loss": 0.5558758372151826 + }, + { + "train_step": 7393, + "sup_loss": 0.5786717545309719 + }, + { + "train_step": 7394, + "sup_loss": 0.3500984293368121 + }, + { + "train_step": 7395, + "sup_loss": 0.5838156563437401 + }, + { + "train_step": 7396, + "sup_loss": 0.36565495782688406 + }, + { + "train_step": 7397, + "sup_loss": 0.6564176253803871 + }, + { + "train_step": 7398, + "sup_loss": 0.7609335585258141 + }, + { + "train_step": 7399, + "sup_loss": 0.6889666739308212 + }, + { + "train_step": 7400, + "sup_loss": 0.5730063918893842 + }, + { + "train_step": 7401, + "sup_loss": 0.6255786407782575 + }, + { + "train_step": 7402, + "sup_loss": 0.5722689216327063 + }, + { + "train_step": 7403, + "sup_loss": 0.5551237233731009 + }, + { + "train_step": 7404, + "sup_loss": 0.3930148261313927 + }, + { + "train_step": 7405, + "sup_loss": 0.599495911799019 + }, + { + "train_step": 7406, + "sup_loss": 0.515420147229367 + }, + { + "train_step": 7407, + "sup_loss": 0.4327497180031555 + }, + { + "train_step": 7408, + "sup_loss": 0.734143107509815 + }, + { + "train_step": 7409, + "sup_loss": 0.5755394940287801 + }, + { + "train_step": 7410, + "sup_loss": 0.4455234233336656 + }, + { + "train_step": 7411, + "sup_loss": 0.6033356809769104 + }, + { + "train_step": 7412, + "sup_loss": 0.587378313914503 + }, + { + "train_step": 7413, + "sup_loss": 0.5151882652814529 + }, + { + "train_step": 7414, + "sup_loss": 0.503759116853151 + }, + { + "train_step": 7415, + "sup_loss": 0.574019992113588 + }, + { + "train_step": 7416, + "sup_loss": 0.7275593221413004 + }, + { + "train_step": 7417, + "sup_loss": 0.42104203027866316 + }, + { + "train_step": 7418, + "sup_loss": 0.5555081353486357 + }, + { + "train_step": 7419, + "sup_loss": 0.5066850636704601 + }, + { + "train_step": 7420, + "sup_loss": 0.6266833328902925 + }, + { + "train_step": 7421, + "sup_loss": 0.504241386793024 + }, + { + "train_step": 7422, + "sup_loss": 0.5011504109368303 + }, + { + "train_step": 7423, + "sup_loss": 0.5550619097791345 + }, + { + "train_step": 7424, + "sup_loss": 0.5702368556665841 + }, + { + "train_step": 7425, + "sup_loss": 0.5690854798506639 + }, + { + "train_step": 7426, + "sup_loss": 0.48789306328506304 + }, + { + "train_step": 7427, + "sup_loss": 0.4882184767671382 + }, + { + "train_step": 7428, + "sup_loss": 0.5310106398931027 + }, + { + "train_step": 7429, + "sup_loss": 0.5545162211850541 + }, + { + "train_step": 7430, + "sup_loss": 0.46395361427574144 + }, + { + "train_step": 7431, + "sup_loss": 0.2615444374951284 + }, + { + "train_step": 7432, + "sup_loss": 0.686957634854854 + }, + { + "train_step": 7433, + "sup_loss": 0.2538218829562488 + }, + { + "train_step": 7434, + "sup_loss": 0.6137266917855343 + }, + { + "train_step": 7435, + "sup_loss": 0.7107321501416609 + }, + { + "train_step": 7436, + "sup_loss": 0.35094275643103184 + }, + { + "train_step": 7437, + "sup_loss": 0.7394996644036554 + }, + { + "train_step": 7438, + "sup_loss": 0.40608412880731637 + }, + { + "train_step": 7439, + "sup_loss": 0.535854780839721 + }, + { + "train_step": 7440, + "sup_loss": 0.5878719546095853 + }, + { + "train_step": 7441, + "sup_loss": 0.3725479758504462 + }, + { + "train_step": 7442, + "sup_loss": 0.6178852495195216 + }, + { + "train_step": 7443, + "sup_loss": 0.6158243567906552 + }, + { + "train_step": 7444, + "sup_loss": 0.7814631383431675 + }, + { + "train_step": 7445, + "sup_loss": 0.6615751352705048 + }, + { + "train_step": 7446, + "sup_loss": 0.6463345605267313 + }, + { + "train_step": 7447, + "sup_loss": 0.24215142887324642 + }, + { + "train_step": 7448, + "sup_loss": 0.4236004794223492 + }, + { + "train_step": 7449, + "sup_loss": 0.34095406470527156 + }, + { + "train_step": 7450, + "sup_loss": 0.6950528978869757 + }, + { + "train_step": 7451, + "sup_loss": 0.4278700585721044 + }, + { + "train_step": 7452, + "sup_loss": 0.5728567987632011 + }, + { + "train_step": 7453, + "sup_loss": 0.7483661594343538 + }, + { + "train_step": 7454, + "sup_loss": 0.6124026317744116 + }, + { + "train_step": 7455, + "sup_loss": 0.7040762103508721 + }, + { + "train_step": 7456, + "sup_loss": 0.7266184883040097 + }, + { + "train_step": 7457, + "sup_loss": 0.6271036657645196 + }, + { + "train_step": 7458, + "sup_loss": 0.5817841403817863 + }, + { + "train_step": 7459, + "sup_loss": 0.6478726203139988 + }, + { + "train_step": 7460, + "sup_loss": 0.3849665969677206 + }, + { + "train_step": 7461, + "sup_loss": 0.6288021468969602 + }, + { + "train_step": 7462, + "sup_loss": 0.6918015651851699 + }, + { + "train_step": 7463, + "sup_loss": 0.8833006675127805 + }, + { + "train_step": 7464, + "sup_loss": 0.5412008520597957 + }, + { + "train_step": 7465, + "sup_loss": 0.5985314205373016 + }, + { + "train_step": 7466, + "sup_loss": 0.8201653798416672 + }, + { + "train_step": 7467, + "sup_loss": 0.6747107421497117 + }, + { + "train_step": 7468, + "sup_loss": 0.6962998237240695 + }, + { + "train_step": 7469, + "sup_loss": 0.4298355682136442 + }, + { + "train_step": 7470, + "sup_loss": 0.4566964601663342 + }, + { + "train_step": 7471, + "sup_loss": 0.7623815274622395 + }, + { + "train_step": 7472, + "sup_loss": 0.5785132250368483 + }, + { + "train_step": 7473, + "sup_loss": 0.7849569874079467 + }, + { + "train_step": 7474, + "sup_loss": 0.6757277305427064 + }, + { + "train_step": 7475, + "sup_loss": 0.6911924163489688 + }, + { + "train_step": 7476, + "sup_loss": 0.6054533087379509 + }, + { + "train_step": 7477, + "sup_loss": 0.6082123750839411 + }, + { + "train_step": 7478, + "sup_loss": 0.4141373592340651 + }, + { + "train_step": 7479, + "sup_loss": 0.4405503060479099 + }, + { + "train_step": 7480, + "sup_loss": 0.5005081459560455 + }, + { + "train_step": 7481, + "sup_loss": 0.5042153740392421 + }, + { + "train_step": 7482, + "sup_loss": 0.539353429926876 + }, + { + "train_step": 7483, + "sup_loss": 0.5929775261387772 + }, + { + "train_step": 7484, + "sup_loss": 0.4505856532525805 + }, + { + "train_step": 7485, + "sup_loss": 0.41510877868515966 + }, + { + "train_step": 7486, + "sup_loss": 0.5139810220147322 + }, + { + "train_step": 7487, + "sup_loss": 0.6933004528152716 + }, + { + "train_step": 7488, + "sup_loss": 0.5603771723748016 + }, + { + "train_step": 7489, + "sup_loss": 0.7278536040318072 + }, + { + "train_step": 7490, + "sup_loss": 0.8065047909421453 + }, + { + "train_step": 7491, + "sup_loss": 0.6188390132113707 + }, + { + "train_step": 7492, + "sup_loss": 0.6237135742380873 + }, + { + "train_step": 7493, + "sup_loss": 0.6304017992855881 + }, + { + "train_step": 7494, + "sup_loss": 0.5078351405330142 + }, + { + "train_step": 7495, + "sup_loss": 0.7320386141021905 + }, + { + "train_step": 7496, + "sup_loss": 0.5837369529292747 + }, + { + "train_step": 7497, + "sup_loss": 0.5873042431691632 + }, + { + "train_step": 7498, + "sup_loss": 0.6548788579609227 + }, + { + "train_step": 7499, + "sup_loss": 0.4385232898648574 + }, + { + "train_step": 7500, + "sup_loss": 0.6162052398010771 + }, + { + "train_step": 7501, + "sup_loss": 0.5940834996570544 + }, + { + "train_step": 7502, + "sup_loss": 0.5850007390445604 + }, + { + "train_step": 7503, + "sup_loss": 0.311969876534159 + }, + { + "train_step": 7504, + "sup_loss": 0.47806899050014445 + }, + { + "train_step": 7505, + "sup_loss": 0.6054965276084298 + }, + { + "train_step": 7506, + "sup_loss": 0.6360743363386112 + }, + { + "train_step": 7507, + "sup_loss": 0.7009386925423823 + }, + { + "train_step": 7508, + "sup_loss": 0.6610792754930083 + }, + { + "train_step": 7509, + "sup_loss": 0.5544560595485705 + }, + { + "train_step": 7510, + "sup_loss": 0.5496628971683402 + }, + { + "train_step": 7511, + "sup_loss": 0.4709898854595222 + }, + { + "train_step": 7512, + "sup_loss": 0.3908119285482041 + }, + { + "train_step": 7513, + "sup_loss": 0.674064705372602 + }, + { + "train_step": 7514, + "sup_loss": 0.547724449453798 + }, + { + "train_step": 7515, + "sup_loss": 0.6539476647135233 + }, + { + "train_step": 7516, + "sup_loss": 0.36872654949248174 + }, + { + "train_step": 7517, + "sup_loss": 0.6287980866683732 + }, + { + "train_step": 7518, + "sup_loss": 0.7436686755558737 + }, + { + "train_step": 7519, + "sup_loss": 0.5775139413151993 + }, + { + "train_step": 7520, + "sup_loss": 0.5389425221185824 + }, + { + "train_step": 7521, + "sup_loss": 0.6338930290021194 + }, + { + "train_step": 7522, + "sup_loss": 0.5127975808947832 + }, + { + "train_step": 7523, + "sup_loss": 0.5964023937525599 + }, + { + "train_step": 7524, + "sup_loss": 0.55431781925114 + }, + { + "train_step": 7525, + "sup_loss": 0.46691397193942963 + }, + { + "train_step": 7526, + "sup_loss": 0.5830805177865723 + }, + { + "train_step": 7527, + "sup_loss": 0.6305942784919532 + }, + { + "train_step": 7528, + "sup_loss": 0.4324002492306943 + }, + { + "train_step": 7529, + "sup_loss": 0.6441482137652003 + }, + { + "train_step": 7530, + "sup_loss": 0.6263147927229407 + }, + { + "train_step": 7531, + "sup_loss": 0.5452662269848088 + }, + { + "train_step": 7532, + "sup_loss": 0.5895173062077619 + }, + { + "train_step": 7533, + "sup_loss": 0.6299025714965023 + }, + { + "train_step": 7534, + "sup_loss": 0.5022313643634078 + }, + { + "train_step": 7535, + "sup_loss": 0.49897440818584576 + }, + { + "train_step": 7536, + "sup_loss": 0.576176028984599 + }, + { + "train_step": 7537, + "sup_loss": 0.7235796130537177 + }, + { + "train_step": 7538, + "sup_loss": 0.669343222653462 + }, + { + "train_step": 7539, + "sup_loss": 0.6134575614808655 + }, + { + "train_step": 7540, + "sup_loss": 0.6572864305293754 + }, + { + "train_step": 7541, + "sup_loss": 0.6247407279092786 + }, + { + "train_step": 7542, + "sup_loss": 0.6034858803269717 + }, + { + "train_step": 7543, + "sup_loss": 0.48809878433927506 + }, + { + "train_step": 7544, + "sup_loss": 0.6682560736735712 + }, + { + "train_step": 7545, + "sup_loss": 0.44575924076162887 + }, + { + "train_step": 7546, + "sup_loss": 0.4868076802345572 + }, + { + "train_step": 7547, + "sup_loss": 0.5092509104687786 + }, + { + "train_step": 7548, + "sup_loss": 0.5384854305348608 + }, + { + "train_step": 7549, + "sup_loss": 0.4708213759212518 + }, + { + "train_step": 7550, + "sup_loss": 0.42557192818057765 + }, + { + "train_step": 7551, + "sup_loss": 0.4226537049439445 + }, + { + "train_step": 7552, + "sup_loss": 0.47677198129274834 + }, + { + "train_step": 7553, + "sup_loss": 0.3325507639860989 + }, + { + "train_step": 7554, + "sup_loss": 0.5889040636447734 + }, + { + "train_step": 7555, + "sup_loss": 0.6086651368554087 + }, + { + "train_step": 7556, + "sup_loss": 0.5051204939749316 + }, + { + "train_step": 7557, + "sup_loss": 0.5833587807701595 + }, + { + "train_step": 7558, + "sup_loss": 0.5966057275362333 + }, + { + "train_step": 7559, + "sup_loss": 0.4619756799198092 + }, + { + "train_step": 7560, + "sup_loss": 0.46073952545644303 + }, + { + "train_step": 7561, + "sup_loss": 0.30393486193876323 + }, + { + "train_step": 7562, + "sup_loss": 0.6607345903596672 + }, + { + "train_step": 7563, + "sup_loss": 0.39448011896560786 + }, + { + "train_step": 7564, + "sup_loss": 0.8733968201979109 + }, + { + "train_step": 7565, + "sup_loss": 0.5773456721619036 + }, + { + "train_step": 7566, + "sup_loss": 0.38592336116234777 + }, + { + "train_step": 7567, + "sup_loss": 0.45608813972283163 + }, + { + "train_step": 7568, + "sup_loss": 0.31464969864551384 + }, + { + "train_step": 7569, + "sup_loss": 0.45713840249694937 + }, + { + "train_step": 7570, + "sup_loss": 0.7030892651944463 + }, + { + "train_step": 7571, + "sup_loss": 0.5645915048057684 + }, + { + "train_step": 7572, + "sup_loss": 0.5468655134476016 + }, + { + "train_step": 7573, + "sup_loss": 1.2823752097911836 + }, + { + "train_step": 7574, + "sup_loss": 0.7354608699599712 + }, + { + "train_step": 7575, + "sup_loss": 0.5160352510470569 + }, + { + "train_step": 7576, + "sup_loss": 0.6417568667064439 + }, + { + "train_step": 7577, + "sup_loss": 0.6657083042321785 + }, + { + "train_step": 7578, + "sup_loss": 0.5689301316496544 + }, + { + "train_step": 7579, + "sup_loss": 0.6436363089603981 + }, + { + "train_step": 7580, + "sup_loss": 0.522736669101372 + }, + { + "train_step": 7581, + "sup_loss": 0.5454149857961628 + }, + { + "train_step": 7582, + "sup_loss": 0.47233670145826734 + }, + { + "train_step": 7583, + "sup_loss": 0.604122827292211 + }, + { + "train_step": 7584, + "sup_loss": 0.4548253876293653 + }, + { + "train_step": 7585, + "sup_loss": 0.49897416614766815 + }, + { + "train_step": 7586, + "sup_loss": 0.4750213346248923 + }, + { + "train_step": 7587, + "sup_loss": 0.6585414289045536 + }, + { + "train_step": 7588, + "sup_loss": 0.6455197131751266 + }, + { + "train_step": 7589, + "sup_loss": 0.6510747808069084 + }, + { + "train_step": 7590, + "sup_loss": 0.4509099557887819 + }, + { + "train_step": 7591, + "sup_loss": 0.6652269607558698 + }, + { + "train_step": 7592, + "sup_loss": 0.7986696964435365 + }, + { + "train_step": 7593, + "sup_loss": 0.4617484188683729 + }, + { + "train_step": 7594, + "sup_loss": 0.4385727583895388 + }, + { + "train_step": 7595, + "sup_loss": 0.8130800309962807 + }, + { + "train_step": 7596, + "sup_loss": 0.553496158379901 + }, + { + "train_step": 7597, + "sup_loss": 0.3604803937915747 + }, + { + "train_step": 7598, + "sup_loss": 0.5695912815793491 + }, + { + "train_step": 7599, + "sup_loss": 0.556715390831775 + }, + { + "train_step": 7600, + "sup_loss": 0.4745746899079088 + }, + { + "train_step": 7601, + "sup_loss": 0.7288158417396194 + }, + { + "train_step": 7602, + "sup_loss": 0.7167958580432973 + }, + { + "train_step": 7603, + "sup_loss": 0.6079777340773513 + }, + { + "train_step": 7604, + "sup_loss": 0.7469452969714574 + }, + { + "train_step": 7605, + "sup_loss": 0.6203003274384109 + }, + { + "train_step": 7606, + "sup_loss": 0.5767728597043683 + }, + { + "train_step": 7607, + "sup_loss": 0.7413003788595927 + }, + { + "train_step": 7608, + "sup_loss": 0.568856264688523 + }, + { + "train_step": 7609, + "sup_loss": 0.4128503831904273 + }, + { + "train_step": 7610, + "sup_loss": 0.6699448129880505 + }, + { + "train_step": 7611, + "sup_loss": 0.4129062668495788 + }, + { + "train_step": 7612, + "sup_loss": 0.2843840728180822 + }, + { + "train_step": 7613, + "sup_loss": 0.6717074231437711 + }, + { + "train_step": 7614, + "sup_loss": 0.6085900441041208 + }, + { + "train_step": 7615, + "sup_loss": 0.5272453713861852 + }, + { + "train_step": 7616, + "sup_loss": 0.5874861437090578 + }, + { + "train_step": 7617, + "sup_loss": 0.598846395489699 + }, + { + "train_step": 7618, + "sup_loss": 0.6733953581016547 + }, + { + "train_step": 7619, + "sup_loss": 0.4883095440465675 + }, + { + "train_step": 7620, + "sup_loss": 0.42244631889267614 + }, + { + "train_step": 7621, + "sup_loss": 0.7929492111554671 + }, + { + "train_step": 7622, + "sup_loss": 0.3510257512806595 + }, + { + "train_step": 7623, + "sup_loss": 0.6129644150510534 + }, + { + "train_step": 7624, + "sup_loss": 0.29282237181877263 + }, + { + "train_step": 7625, + "sup_loss": 0.5833783970235276 + }, + { + "train_step": 7626, + "sup_loss": 0.7321555395202118 + }, + { + "train_step": 7627, + "sup_loss": 0.3680915453745707 + }, + { + "train_step": 7628, + "sup_loss": 0.45936077406117726 + }, + { + "train_step": 7629, + "sup_loss": 0.44556255534452693 + }, + { + "train_step": 7630, + "sup_loss": 0.5915738313110964 + }, + { + "train_step": 7631, + "sup_loss": 0.3723209432816774 + }, + { + "train_step": 7632, + "sup_loss": 0.6379343785260108 + }, + { + "train_step": 7633, + "sup_loss": 0.5804019738014473 + }, + { + "train_step": 7634, + "sup_loss": 0.5224670519474427 + }, + { + "train_step": 7635, + "sup_loss": 0.2326122731115277 + }, + { + "train_step": 7636, + "sup_loss": 0.6541133394530504 + }, + { + "train_step": 7637, + "sup_loss": 0.8771231597280941 + }, + { + "train_step": 7638, + "sup_loss": 0.6294601063168428 + }, + { + "train_step": 7639, + "sup_loss": 0.6635538960427677 + }, + { + "train_step": 7640, + "sup_loss": 0.4108915217140045 + }, + { + "train_step": 7641, + "sup_loss": 0.561406919295425 + }, + { + "train_step": 7642, + "sup_loss": 0.3085116940004766 + }, + { + "train_step": 7643, + "sup_loss": 0.7058483934234174 + }, + { + "train_step": 7644, + "sup_loss": 0.5947256046828102 + }, + { + "train_step": 7645, + "sup_loss": 0.5519525679088182 + }, + { + "train_step": 7646, + "sup_loss": 0.583697221976911 + }, + { + "train_step": 7647, + "sup_loss": 0.7009230702051658 + }, + { + "train_step": 7648, + "sup_loss": 0.6128370705429581 + }, + { + "train_step": 7649, + "sup_loss": 0.37638957381984717 + }, + { + "train_step": 7650, + "sup_loss": 0.43360922933297724 + }, + { + "train_step": 7651, + "sup_loss": 0.6574894745355707 + }, + { + "train_step": 7652, + "sup_loss": 0.7933532474225929 + }, + { + "train_step": 7653, + "sup_loss": 0.6836949850608357 + }, + { + "train_step": 7654, + "sup_loss": 0.5642633244926759 + }, + { + "train_step": 7655, + "sup_loss": 0.6126964154708663 + }, + { + "train_step": 7656, + "sup_loss": 0.728918520420839 + }, + { + "train_step": 7657, + "sup_loss": 0.5552071165666612 + }, + { + "train_step": 7658, + "sup_loss": 0.5192178142785608 + }, + { + "train_step": 7659, + "sup_loss": 0.41092006251148927 + }, + { + "train_step": 7660, + "sup_loss": 0.40164028209088565 + }, + { + "train_step": 7661, + "sup_loss": 0.4876334793741024 + }, + { + "train_step": 7662, + "sup_loss": 0.4794927738288973 + }, + { + "train_step": 7663, + "sup_loss": 0.671148027127297 + }, + { + "train_step": 7664, + "sup_loss": 0.6285912910543794 + }, + { + "train_step": 7665, + "sup_loss": 0.5540492488183639 + }, + { + "train_step": 7666, + "sup_loss": 0.5331657496870805 + }, + { + "train_step": 7667, + "sup_loss": 0.876593808851251 + }, + { + "train_step": 7668, + "sup_loss": 0.5268886846541051 + }, + { + "train_step": 7669, + "sup_loss": 0.5361241367611035 + }, + { + "train_step": 7670, + "sup_loss": 0.5619424705644247 + }, + { + "train_step": 7671, + "sup_loss": 0.42821460837420666 + }, + { + "train_step": 7672, + "sup_loss": 0.5479635816593558 + }, + { + "train_step": 7673, + "sup_loss": 0.5212889342280794 + }, + { + "train_step": 7674, + "sup_loss": 0.6490334496244753 + }, + { + "train_step": 7675, + "sup_loss": 0.7448165132949639 + }, + { + "train_step": 7676, + "sup_loss": 0.5756355218010755 + }, + { + "train_step": 7677, + "sup_loss": 0.7019955868003888 + }, + { + "train_step": 7678, + "sup_loss": 0.461483996957257 + }, + { + "train_step": 7679, + "sup_loss": 0.698305349277818 + }, + { + "train_step": 7680, + "sup_loss": 0.6048254978964125 + }, + { + "train_step": 7681, + "sup_loss": 0.6940481077270908 + }, + { + "train_step": 7682, + "sup_loss": 0.7710336099651758 + }, + { + "train_step": 7683, + "sup_loss": 0.40258544939916047 + }, + { + "train_step": 7684, + "sup_loss": 0.6009148692241896 + }, + { + "train_step": 7685, + "sup_loss": 0.5992788389512013 + }, + { + "train_step": 7686, + "sup_loss": 0.6821113442274576 + }, + { + "train_step": 7687, + "sup_loss": 0.3987710421323911 + }, + { + "train_step": 7688, + "sup_loss": 0.3276167618597182 + }, + { + "train_step": 7689, + "sup_loss": 0.6445533388220576 + }, + { + "train_step": 7690, + "sup_loss": 0.6563640381739283 + }, + { + "train_step": 7691, + "sup_loss": 0.5375175898402512 + }, + { + "train_step": 7692, + "sup_loss": 0.3530549999164063 + }, + { + "train_step": 7693, + "sup_loss": 0.8305795960448316 + }, + { + "train_step": 7694, + "sup_loss": 0.6767719677896917 + }, + { + "train_step": 7695, + "sup_loss": 0.4845273209489489 + }, + { + "train_step": 7696, + "sup_loss": 0.9750855804306935 + }, + { + "train_step": 7697, + "sup_loss": 0.643397473423486 + }, + { + "train_step": 7698, + "sup_loss": 0.5564541636535406 + }, + { + "train_step": 7699, + "sup_loss": 0.7785739109549733 + }, + { + "train_step": 7700, + "sup_loss": 0.7398670527022336 + }, + { + "train_step": 7701, + "sup_loss": 0.6268165933601277 + }, + { + "train_step": 7702, + "sup_loss": 0.7993910799640943 + }, + { + "train_step": 7703, + "sup_loss": 0.6758382537002878 + }, + { + "train_step": 7704, + "sup_loss": 0.46174631202456873 + }, + { + "train_step": 7705, + "sup_loss": 0.42706550285860073 + }, + { + "train_step": 7706, + "sup_loss": 0.27168180578354767 + }, + { + "train_step": 7707, + "sup_loss": 0.3010535570797583 + }, + { + "train_step": 7708, + "sup_loss": 0.6480192026716198 + }, + { + "train_step": 7709, + "sup_loss": 0.6014794916321955 + }, + { + "train_step": 7710, + "sup_loss": 0.6582398548252996 + }, + { + "train_step": 7711, + "sup_loss": 0.5651045624437627 + }, + { + "train_step": 7712, + "sup_loss": 0.6953298092127569 + }, + { + "train_step": 7713, + "sup_loss": 0.4000029797841588 + }, + { + "train_step": 7714, + "sup_loss": 0.4017386834000512 + }, + { + "train_step": 7715, + "sup_loss": 0.41329678727527425 + }, + { + "train_step": 7716, + "sup_loss": 0.44295593771824887 + }, + { + "train_step": 7717, + "sup_loss": 0.5554020146071921 + }, + { + "train_step": 7718, + "sup_loss": 0.47816570770402916 + }, + { + "train_step": 7719, + "sup_loss": 0.6341634735848415 + }, + { + "train_step": 7720, + "sup_loss": 0.48094282943234934 + }, + { + "train_step": 7721, + "sup_loss": 0.5130302862408307 + }, + { + "train_step": 7722, + "sup_loss": 0.5958195844749274 + }, + { + "train_step": 7723, + "sup_loss": 0.5927574801453785 + }, + { + "train_step": 7724, + "sup_loss": 0.5644886287580765 + }, + { + "train_step": 7725, + "sup_loss": 0.7573321856798574 + }, + { + "train_step": 7726, + "sup_loss": 0.6952131327086849 + }, + { + "train_step": 7727, + "sup_loss": 0.7098324894939874 + }, + { + "train_step": 7728, + "sup_loss": 0.7590661526236234 + }, + { + "train_step": 7729, + "sup_loss": 0.4819413545832245 + }, + { + "train_step": 7730, + "sup_loss": 0.4652879904509588 + }, + { + "train_step": 7731, + "sup_loss": 0.3508451080942583 + }, + { + "train_step": 7732, + "sup_loss": 0.5489332571733766 + }, + { + "train_step": 7733, + "sup_loss": 0.6588679237480397 + }, + { + "train_step": 7734, + "sup_loss": 0.5085962085848047 + }, + { + "train_step": 7735, + "sup_loss": 0.538937454227582 + }, + { + "train_step": 7736, + "sup_loss": 0.44065638149994135 + }, + { + "train_step": 7737, + "sup_loss": 0.6117695083909822 + }, + { + "train_step": 7738, + "sup_loss": 0.573876384408522 + }, + { + "train_step": 7739, + "sup_loss": 0.6363667447507604 + }, + { + "train_step": 7740, + "sup_loss": 0.7096764655893328 + }, + { + "train_step": 7741, + "sup_loss": 0.7455527482495499 + }, + { + "train_step": 7742, + "sup_loss": 0.5801347610028682 + }, + { + "train_step": 7743, + "sup_loss": 0.5715073273994434 + }, + { + "train_step": 7744, + "sup_loss": 0.5880626067660376 + }, + { + "train_step": 7745, + "sup_loss": 0.5502541378535521 + }, + { + "train_step": 7746, + "sup_loss": 0.34879001800965465 + }, + { + "train_step": 7747, + "sup_loss": 0.46167611573272876 + }, + { + "train_step": 7748, + "sup_loss": 0.5026288054613759 + }, + { + "train_step": 7749, + "sup_loss": 0.5500712409055454 + }, + { + "train_step": 7750, + "sup_loss": 0.5632454868349148 + }, + { + "train_step": 7751, + "sup_loss": 0.7417981710718757 + }, + { + "train_step": 7752, + "sup_loss": 0.6248626046138397 + }, + { + "train_step": 7753, + "sup_loss": 0.5177942689096924 + }, + { + "train_step": 7754, + "sup_loss": 0.5561634651832508 + }, + { + "train_step": 7755, + "sup_loss": 0.3153643152697539 + }, + { + "train_step": 7756, + "sup_loss": 0.514810317822567 + }, + { + "train_step": 7757, + "sup_loss": 0.5925901985151913 + }, + { + "train_step": 7758, + "sup_loss": 0.6315739797562296 + }, + { + "train_step": 7759, + "sup_loss": 0.4287312615387242 + }, + { + "train_step": 7760, + "sup_loss": 0.7892931078602565 + }, + { + "train_step": 7761, + "sup_loss": 0.5441625571580613 + }, + { + "train_step": 7762, + "sup_loss": 0.6614187496115234 + }, + { + "train_step": 7763, + "sup_loss": 0.17415981454363383 + }, + { + "train_step": 7764, + "sup_loss": 0.5092618456983355 + }, + { + "train_step": 7765, + "sup_loss": 0.4502760512181883 + }, + { + "train_step": 7766, + "sup_loss": 0.36272681448977484 + }, + { + "train_step": 7767, + "sup_loss": 0.5384903346197202 + }, + { + "train_step": 7768, + "sup_loss": 0.5209571396935413 + }, + { + "train_step": 7769, + "sup_loss": 0.5487023013655321 + }, + { + "train_step": 7770, + "sup_loss": 0.49089400325437416 + }, + { + "train_step": 7771, + "sup_loss": 0.6839977027320054 + }, + { + "train_step": 7772, + "sup_loss": 0.48534424179177926 + }, + { + "train_step": 7773, + "sup_loss": 0.5963371197837747 + }, + { + "train_step": 7774, + "sup_loss": 0.7487343477147681 + }, + { + "train_step": 7775, + "sup_loss": 0.3636760625550693 + }, + { + "train_step": 7776, + "sup_loss": 0.6494168704897678 + }, + { + "train_step": 7777, + "sup_loss": 0.6035000614333871 + }, + { + "train_step": 7778, + "sup_loss": 0.5890169436327439 + }, + { + "train_step": 7779, + "sup_loss": 0.3357125273211949 + }, + { + "train_step": 7780, + "sup_loss": 0.7457752354759555 + }, + { + "train_step": 7781, + "sup_loss": 0.5114890032723766 + }, + { + "train_step": 7782, + "sup_loss": 0.7406198465008137 + }, + { + "train_step": 7783, + "sup_loss": 0.7206851411958072 + }, + { + "train_step": 7784, + "sup_loss": 0.5830263031217295 + }, + { + "train_step": 7785, + "sup_loss": 0.531905037114837 + }, + { + "train_step": 7786, + "sup_loss": 0.48962461170871774 + }, + { + "train_step": 7787, + "sup_loss": 0.5862781695149513 + }, + { + "train_step": 7788, + "sup_loss": 0.4491935987913073 + }, + { + "train_step": 7789, + "sup_loss": 0.4119105525690478 + }, + { + "train_step": 7790, + "sup_loss": 0.6302207611088197 + }, + { + "train_step": 7791, + "sup_loss": 0.5724819047884351 + }, + { + "train_step": 7792, + "sup_loss": 0.4766862836347797 + }, + { + "train_step": 7793, + "sup_loss": 0.4584749459332953 + }, + { + "train_step": 7794, + "sup_loss": 0.37786510132845863 + }, + { + "train_step": 7795, + "sup_loss": 0.41786709913133147 + }, + { + "train_step": 7796, + "sup_loss": 0.43577569729344606 + }, + { + "train_step": 7797, + "sup_loss": 0.49108312154002925 + }, + { + "train_step": 7798, + "sup_loss": 0.2780970862758237 + }, + { + "train_step": 7799, + "sup_loss": 0.5674142995474724 + }, + { + "train_step": 7800, + "sup_loss": 0.289645657722806 + }, + { + "train_step": 7801, + "sup_loss": 0.6642682260006798 + }, + { + "train_step": 7802, + "sup_loss": 0.5074681158307931 + }, + { + "train_step": 7803, + "sup_loss": 0.5208083260010528 + }, + { + "train_step": 7804, + "sup_loss": 0.48902671619776583 + }, + { + "train_step": 7805, + "sup_loss": 0.39387814318202535 + }, + { + "train_step": 7806, + "sup_loss": 0.5956524119507444 + }, + { + "train_step": 7807, + "sup_loss": 0.4115161512900088 + }, + { + "train_step": 7808, + "sup_loss": 0.6478653060212632 + }, + { + "train_step": 7809, + "sup_loss": 0.5869876709141151 + }, + { + "train_step": 7810, + "sup_loss": 0.4991076052850731 + }, + { + "train_step": 7811, + "sup_loss": 0.687850947923622 + }, + { + "train_step": 7812, + "sup_loss": 0.7729188727173351 + }, + { + "train_step": 7813, + "sup_loss": 0.5105757329947256 + }, + { + "train_step": 7814, + "sup_loss": 0.6904517739344394 + }, + { + "train_step": 7815, + "sup_loss": 0.6389002228413454 + }, + { + "train_step": 7816, + "sup_loss": 0.5923344327445234 + }, + { + "train_step": 7817, + "sup_loss": 0.5866727426485853 + }, + { + "train_step": 7818, + "sup_loss": 0.5896691700628212 + }, + { + "train_step": 7819, + "sup_loss": 0.7222915686069785 + }, + { + "train_step": 7820, + "sup_loss": 0.3854980096213361 + }, + { + "train_step": 7821, + "sup_loss": 0.6265569895806427 + }, + { + "train_step": 7822, + "sup_loss": 0.723926645203092 + }, + { + "train_step": 7823, + "sup_loss": 0.6613785135978074 + }, + { + "train_step": 7824, + "sup_loss": 0.4922393876288244 + }, + { + "train_step": 7825, + "sup_loss": 0.528815654050516 + }, + { + "train_step": 7826, + "sup_loss": 0.640307798524546 + }, + { + "train_step": 7827, + "sup_loss": 0.464942364294199 + }, + { + "train_step": 7828, + "sup_loss": 0.49085021301639337 + }, + { + "train_step": 7829, + "sup_loss": 0.7434229736960302 + }, + { + "train_step": 7830, + "sup_loss": 0.42164813162903436 + }, + { + "train_step": 7831, + "sup_loss": 0.5461478106114241 + }, + { + "train_step": 7832, + "sup_loss": 0.3606272449789602 + }, + { + "train_step": 7833, + "sup_loss": 0.6163794497688225 + }, + { + "train_step": 7834, + "sup_loss": 0.5570008541358893 + }, + { + "train_step": 7835, + "sup_loss": 0.6689756583913885 + }, + { + "train_step": 7836, + "sup_loss": 0.4623454553037214 + }, + { + "train_step": 7837, + "sup_loss": 0.5586693747342711 + }, + { + "train_step": 7838, + "sup_loss": 0.4951369310002145 + }, + { + "train_step": 7839, + "sup_loss": 0.5628347964379828 + }, + { + "train_step": 7840, + "sup_loss": 0.3995555925065084 + }, + { + "train_step": 7841, + "sup_loss": 0.6567311018503171 + }, + { + "train_step": 7842, + "sup_loss": 0.550756326194607 + }, + { + "train_step": 7843, + "sup_loss": 0.6819585881182088 + }, + { + "train_step": 7844, + "sup_loss": 0.32108045574105093 + }, + { + "train_step": 7845, + "sup_loss": 0.7225248222081454 + }, + { + "train_step": 7846, + "sup_loss": 0.6451877208073673 + }, + { + "train_step": 7847, + "sup_loss": 0.46305248999933535 + }, + { + "train_step": 7848, + "sup_loss": 0.7235549298841187 + }, + { + "train_step": 7849, + "sup_loss": 0.4680031989802985 + }, + { + "train_step": 7850, + "sup_loss": 0.5675912492338823 + }, + { + "train_step": 7851, + "sup_loss": 0.6269569532085774 + }, + { + "train_step": 7852, + "sup_loss": 0.31985244265600454 + }, + { + "train_step": 7853, + "sup_loss": 0.6815334774771852 + }, + { + "train_step": 7854, + "sup_loss": 0.5191682155188003 + }, + { + "train_step": 7855, + "sup_loss": 0.5788230927372244 + }, + { + "train_step": 7856, + "sup_loss": 0.4797500683592434 + }, + { + "train_step": 7857, + "sup_loss": 0.5237866723201101 + }, + { + "train_step": 7858, + "sup_loss": 0.5952493477908973 + }, + { + "train_step": 7859, + "sup_loss": 0.4731904479673715 + }, + { + "train_step": 7860, + "sup_loss": 0.6022649721818202 + }, + { + "train_step": 7861, + "sup_loss": 0.32613115010642446 + }, + { + "train_step": 7862, + "sup_loss": 0.6856356465247222 + }, + { + "train_step": 7863, + "sup_loss": 0.4854248268896745 + }, + { + "train_step": 7864, + "sup_loss": 0.4619777783188631 + }, + { + "train_step": 7865, + "sup_loss": 0.6141079952779709 + }, + { + "train_step": 7866, + "sup_loss": 0.47773817850378825 + }, + { + "train_step": 7867, + "sup_loss": 0.40848280415263183 + }, + { + "train_step": 7868, + "sup_loss": 0.6242897366900824 + }, + { + "train_step": 7869, + "sup_loss": 0.5973670257957635 + }, + { + "train_step": 7870, + "sup_loss": 0.610549163242656 + }, + { + "train_step": 7871, + "sup_loss": 0.7756588544664473 + }, + { + "train_step": 7872, + "sup_loss": 0.4975764862631783 + }, + { + "train_step": 7873, + "sup_loss": 0.6963851342172099 + }, + { + "train_step": 7874, + "sup_loss": 0.46664509241579094 + }, + { + "train_step": 7875, + "sup_loss": 0.6828772463250549 + }, + { + "train_step": 7876, + "sup_loss": 0.6312654725085398 + }, + { + "train_step": 7877, + "sup_loss": 0.4974534181460069 + }, + { + "train_step": 7878, + "sup_loss": 0.47385748164488517 + }, + { + "train_step": 7879, + "sup_loss": 0.6340499651580637 + }, + { + "train_step": 7880, + "sup_loss": 0.42324239141549613 + }, + { + "train_step": 7881, + "sup_loss": 0.6989778238894944 + }, + { + "train_step": 7882, + "sup_loss": 0.4587314305949173 + }, + { + "train_step": 7883, + "sup_loss": 0.46019366550517027 + }, + { + "train_step": 7884, + "sup_loss": 0.6586398688666029 + }, + { + "train_step": 7885, + "sup_loss": 0.6470653301293746 + }, + { + "train_step": 7886, + "sup_loss": 0.5531186984791815 + }, + { + "train_step": 7887, + "sup_loss": 0.7307793420915168 + }, + { + "train_step": 7888, + "sup_loss": 0.6413462498399922 + }, + { + "train_step": 7889, + "sup_loss": 0.5419495974625949 + }, + { + "train_step": 7890, + "sup_loss": 0.6014678460437552 + }, + { + "train_step": 7891, + "sup_loss": 0.7181164718087446 + }, + { + "train_step": 7892, + "sup_loss": 0.44678011360619546 + }, + { + "train_step": 7893, + "sup_loss": 0.7145701021861355 + }, + { + "train_step": 7894, + "sup_loss": 0.5839550975132671 + }, + { + "train_step": 7895, + "sup_loss": 0.574952411642374 + }, + { + "train_step": 7896, + "sup_loss": 0.4371603613508771 + }, + { + "train_step": 7897, + "sup_loss": 0.4549614714899685 + }, + { + "train_step": 7898, + "sup_loss": 0.7934436596445151 + }, + { + "train_step": 7899, + "sup_loss": 0.5407979265375378 + }, + { + "train_step": 7900, + "sup_loss": 0.684910713688322 + }, + { + "train_step": 7901, + "sup_loss": 0.5388491555534499 + }, + { + "train_step": 7902, + "sup_loss": 0.43186705212785226 + }, + { + "train_step": 7903, + "sup_loss": 0.632210888721872 + }, + { + "train_step": 7904, + "sup_loss": 0.7444752704134321 + }, + { + "train_step": 7905, + "sup_loss": 0.6675878603198945 + }, + { + "train_step": 7906, + "sup_loss": 0.6426326838608019 + }, + { + "train_step": 7907, + "sup_loss": 0.5436803048887164 + }, + { + "train_step": 7908, + "sup_loss": 0.5300642657764221 + }, + { + "train_step": 7909, + "sup_loss": 0.5609628659580589 + }, + { + "train_step": 7910, + "sup_loss": 0.5402549883710877 + }, + { + "train_step": 7911, + "sup_loss": 0.5411059095868059 + }, + { + "train_step": 7912, + "sup_loss": 0.48827897387912766 + }, + { + "train_step": 7913, + "sup_loss": 0.7122420053791912 + }, + { + "train_step": 7914, + "sup_loss": 0.55095190665656 + }, + { + "train_step": 7915, + "sup_loss": 0.5523392893574208 + }, + { + "train_step": 7916, + "sup_loss": 0.3300631742703449 + }, + { + "train_step": 7917, + "sup_loss": 0.38151807345377864 + }, + { + "train_step": 7918, + "sup_loss": 0.32098921944546005 + }, + { + "train_step": 7919, + "sup_loss": 0.6292626712082315 + }, + { + "train_step": 7920, + "sup_loss": 0.7915799848835363 + }, + { + "train_step": 7921, + "sup_loss": 0.7356747004405297 + }, + { + "train_step": 7922, + "sup_loss": 0.6627713421970584 + }, + { + "train_step": 7923, + "sup_loss": 0.5280650263861935 + }, + { + "train_step": 7924, + "sup_loss": 0.44659158669869947 + }, + { + "train_step": 7925, + "sup_loss": 0.6059923210618378 + }, + { + "train_step": 7926, + "sup_loss": 0.6174469455991042 + }, + { + "train_step": 7927, + "sup_loss": 0.5876677148178054 + }, + { + "train_step": 7928, + "sup_loss": 0.5687036248847717 + }, + { + "train_step": 7929, + "sup_loss": 0.6765408918848116 + }, + { + "train_step": 7930, + "sup_loss": 0.7605280210549876 + }, + { + "train_step": 7931, + "sup_loss": 0.24340114752690403 + }, + { + "train_step": 7932, + "sup_loss": 0.6754878847265906 + }, + { + "train_step": 7933, + "sup_loss": 0.5405553581667535 + }, + { + "train_step": 7934, + "sup_loss": 0.5419377131087423 + }, + { + "train_step": 7935, + "sup_loss": 0.5437161831451661 + }, + { + "train_step": 7936, + "sup_loss": 0.4971703313413309 + }, + { + "train_step": 7937, + "sup_loss": 0.6527628972119405 + }, + { + "train_step": 7938, + "sup_loss": 0.7707261002086764 + }, + { + "train_step": 7939, + "sup_loss": 0.5330782828653416 + }, + { + "train_step": 7940, + "sup_loss": 0.6224741981632975 + }, + { + "train_step": 7941, + "sup_loss": 0.6863331857031242 + }, + { + "train_step": 7942, + "sup_loss": 0.7514168200764852 + }, + { + "train_step": 7943, + "sup_loss": 0.5597512702972669 + }, + { + "train_step": 7944, + "sup_loss": 0.4117320753975926 + }, + { + "train_step": 7945, + "sup_loss": 0.4798721878389399 + }, + { + "train_step": 7946, + "sup_loss": 0.5600374548613349 + }, + { + "train_step": 7947, + "sup_loss": 0.7564691129803918 + }, + { + "train_step": 7948, + "sup_loss": 0.5787269456785219 + }, + { + "train_step": 7949, + "sup_loss": 0.7261821094490161 + }, + { + "train_step": 7950, + "sup_loss": 0.5696428396652725 + }, + { + "train_step": 7951, + "sup_loss": 0.6173816285476514 + }, + { + "train_step": 7952, + "sup_loss": 0.6594278741052385 + }, + { + "train_step": 7953, + "sup_loss": 0.45807768640149804 + }, + { + "train_step": 7954, + "sup_loss": 0.43562429135099007 + }, + { + "train_step": 7955, + "sup_loss": 0.43899822744510936 + }, + { + "train_step": 7956, + "sup_loss": 0.5261201626069999 + }, + { + "train_step": 7957, + "sup_loss": 0.48085792143504363 + }, + { + "train_step": 7958, + "sup_loss": 0.6470630881734873 + }, + { + "train_step": 7959, + "sup_loss": 0.5635447890641336 + }, + { + "train_step": 7960, + "sup_loss": 0.48840599113991334 + }, + { + "train_step": 7961, + "sup_loss": 0.5803245075097615 + }, + { + "train_step": 7962, + "sup_loss": 0.44060611361573593 + }, + { + "train_step": 7963, + "sup_loss": 0.7509534084938376 + }, + { + "train_step": 7964, + "sup_loss": 0.5689521860304753 + }, + { + "train_step": 7965, + "sup_loss": 0.34811145499537377 + }, + { + "train_step": 7966, + "sup_loss": 0.5477338714156778 + }, + { + "train_step": 7967, + "sup_loss": 0.47919843972799914 + }, + { + "train_step": 7968, + "sup_loss": 0.687450185459945 + }, + { + "train_step": 7969, + "sup_loss": 0.6439399758766046 + }, + { + "train_step": 7970, + "sup_loss": 0.3339942296342729 + }, + { + "train_step": 7971, + "sup_loss": 0.8031573286302378 + }, + { + "train_step": 7972, + "sup_loss": 0.5114933854171638 + }, + { + "train_step": 7973, + "sup_loss": 0.48379632299264164 + }, + { + "train_step": 7974, + "sup_loss": 0.3655299246500539 + }, + { + "train_step": 7975, + "sup_loss": 0.7050321285894496 + }, + { + "train_step": 7976, + "sup_loss": 0.6080998993369464 + }, + { + "train_step": 7977, + "sup_loss": 0.769528020330123 + }, + { + "train_step": 7978, + "sup_loss": 0.6073404865669544 + }, + { + "train_step": 7979, + "sup_loss": 0.6093002336907577 + }, + { + "train_step": 7980, + "sup_loss": 0.4694243333006985 + }, + { + "train_step": 7981, + "sup_loss": 0.43222234026500167 + }, + { + "train_step": 7982, + "sup_loss": 0.6265349368304991 + }, + { + "train_step": 7983, + "sup_loss": 0.5553602893918939 + }, + { + "train_step": 7984, + "sup_loss": 0.4937616747444801 + }, + { + "train_step": 7985, + "sup_loss": 0.3754699314943506 + }, + { + "train_step": 7986, + "sup_loss": 0.41627716804501935 + }, + { + "train_step": 7987, + "sup_loss": 0.4072030038699378 + }, + { + "train_step": 7988, + "sup_loss": 0.5297325914100922 + }, + { + "train_step": 7989, + "sup_loss": 0.22861956645650747 + }, + { + "train_step": 7990, + "sup_loss": 0.5798275333610686 + }, + { + "train_step": 7991, + "sup_loss": 0.7643269778261098 + }, + { + "train_step": 7992, + "sup_loss": 0.5369825420974434 + }, + { + "train_step": 7993, + "sup_loss": 0.5766872537530695 + }, + { + "train_step": 7994, + "sup_loss": 0.4746605674602441 + }, + { + "train_step": 7995, + "sup_loss": 0.5517590829888 + }, + { + "train_step": 7996, + "sup_loss": 0.765251230705021 + }, + { + "train_step": 7997, + "sup_loss": 0.5729283945226507 + }, + { + "train_step": 7998, + "sup_loss": 0.5751715668030746 + }, + { + "train_step": 7999, + "sup_loss": 0.5487401777335906 + }, + { + "train_step": 8000, + "sup_loss": 0.5895432572308799 + }, + { + "train_step": 8001, + "sup_loss": 0.6392326388030051 + }, + { + "train_step": 8002, + "sup_loss": 0.7930966541732315 + }, + { + "train_step": 8003, + "sup_loss": 0.4251192911212727 + }, + { + "train_step": 8004, + "sup_loss": 0.6140131604096783 + }, + { + "train_step": 8005, + "sup_loss": 0.39248429415065794 + }, + { + "train_step": 8006, + "sup_loss": 0.595711241247059 + }, + { + "train_step": 8007, + "sup_loss": 0.3450733001038072 + }, + { + "train_step": 8008, + "sup_loss": 0.5008250077950207 + }, + { + "train_step": 8009, + "sup_loss": 0.4857822136043106 + }, + { + "train_step": 8010, + "sup_loss": 0.6654769852072466 + }, + { + "train_step": 8011, + "sup_loss": 0.5697058604481767 + }, + { + "train_step": 8012, + "sup_loss": 0.714396544446984 + }, + { + "train_step": 8013, + "sup_loss": 0.6162780642784109 + }, + { + "train_step": 8014, + "sup_loss": 0.3282781908966876 + }, + { + "train_step": 8015, + "sup_loss": 0.5954126502512472 + }, + { + "train_step": 8016, + "sup_loss": 0.6407175948853272 + }, + { + "train_step": 8017, + "sup_loss": 0.38094556776165134 + }, + { + "train_step": 8018, + "sup_loss": 0.5977516160552663 + }, + { + "train_step": 8019, + "sup_loss": 0.7468597227834931 + }, + { + "train_step": 8020, + "sup_loss": 0.6120076022106009 + }, + { + "train_step": 8021, + "sup_loss": 0.7292409903475888 + }, + { + "train_step": 8022, + "sup_loss": 0.6597478968620587 + }, + { + "train_step": 8023, + "sup_loss": 0.6238144843862865 + }, + { + "train_step": 8024, + "sup_loss": 0.5123615783018843 + }, + { + "train_step": 8025, + "sup_loss": 0.300647138618286 + }, + { + "train_step": 8026, + "sup_loss": 0.5461486254892354 + }, + { + "train_step": 8027, + "sup_loss": 0.6095673493288961 + }, + { + "train_step": 8028, + "sup_loss": 0.5023694219347667 + }, + { + "train_step": 8029, + "sup_loss": 0.5853242964024259 + }, + { + "train_step": 8030, + "sup_loss": 0.5642009615611141 + }, + { + "train_step": 8031, + "sup_loss": 0.49413983193598615 + }, + { + "train_step": 8032, + "sup_loss": 0.6890333371514518 + }, + { + "train_step": 8033, + "sup_loss": 0.5389236516143096 + }, + { + "train_step": 8034, + "sup_loss": 0.4153985093329982 + }, + { + "train_step": 8035, + "sup_loss": 0.5847291510393283 + }, + { + "train_step": 8036, + "sup_loss": 0.6403809062626555 + }, + { + "train_step": 8037, + "sup_loss": 0.7455424488360729 + }, + { + "train_step": 8038, + "sup_loss": 0.3434253421646546 + }, + { + "train_step": 8039, + "sup_loss": 0.6487086987655416 + }, + { + "train_step": 8040, + "sup_loss": 0.481448271840656 + }, + { + "train_step": 8041, + "sup_loss": 0.6798292387470882 + }, + { + "train_step": 8042, + "sup_loss": 0.4986984859805174 + }, + { + "train_step": 8043, + "sup_loss": 0.604066139810507 + }, + { + "train_step": 8044, + "sup_loss": 0.5902122585899393 + }, + { + "train_step": 8045, + "sup_loss": 0.688089124090238 + }, + { + "train_step": 8046, + "sup_loss": 0.6615153530212059 + }, + { + "train_step": 8047, + "sup_loss": 0.4385389955179033 + }, + { + "train_step": 8048, + "sup_loss": 0.6663090565719922 + }, + { + "train_step": 8049, + "sup_loss": 0.4533133365118118 + }, + { + "train_step": 8050, + "sup_loss": 0.5910137619110003 + }, + { + "train_step": 8051, + "sup_loss": 0.47506780058928433 + }, + { + "train_step": 8052, + "sup_loss": 0.3164764785375409 + }, + { + "train_step": 8053, + "sup_loss": 0.5708381918052498 + }, + { + "train_step": 8054, + "sup_loss": 0.6837340013036609 + }, + { + "train_step": 8055, + "sup_loss": 0.42450765428622805 + }, + { + "train_step": 8056, + "sup_loss": 0.7823188086180505 + }, + { + "train_step": 8057, + "sup_loss": 0.5660443519938034 + }, + { + "train_step": 8058, + "sup_loss": 0.43858102273874905 + }, + { + "train_step": 8059, + "sup_loss": 0.30642161002822266 + }, + { + "train_step": 8060, + "sup_loss": 0.6200402808203929 + }, + { + "train_step": 8061, + "sup_loss": 0.6157960308197417 + }, + { + "train_step": 8062, + "sup_loss": 0.5521928983137108 + }, + { + "train_step": 8063, + "sup_loss": 0.6575641936319123 + }, + { + "train_step": 8064, + "sup_loss": 0.6689095654372189 + }, + { + "train_step": 8065, + "sup_loss": 0.6076127942723145 + }, + { + "train_step": 8066, + "sup_loss": 0.6046058046816125 + }, + { + "train_step": 8067, + "sup_loss": 0.48475237965521595 + }, + { + "train_step": 8068, + "sup_loss": 0.7308213870557198 + }, + { + "train_step": 8069, + "sup_loss": 0.3309008334806002 + }, + { + "train_step": 8070, + "sup_loss": 0.3681974663554666 + }, + { + "train_step": 8071, + "sup_loss": 0.6879500138081595 + }, + { + "train_step": 8072, + "sup_loss": 0.4947877602838252 + }, + { + "train_step": 8073, + "sup_loss": 0.5137763389936791 + }, + { + "train_step": 8074, + "sup_loss": 0.5974928055378491 + }, + { + "train_step": 8075, + "sup_loss": 0.5086029009473809 + }, + { + "train_step": 8076, + "sup_loss": 0.5353193202207601 + }, + { + "train_step": 8077, + "sup_loss": 0.43566998469139634 + }, + { + "train_step": 8078, + "sup_loss": 0.6335784430640621 + }, + { + "train_step": 8079, + "sup_loss": 0.40831805645941116 + }, + { + "train_step": 8080, + "sup_loss": 0.6733032213347676 + }, + { + "train_step": 8081, + "sup_loss": 0.5598340400632554 + }, + { + "train_step": 8082, + "sup_loss": 0.5501446464474641 + }, + { + "train_step": 8083, + "sup_loss": 0.6356696984339478 + }, + { + "train_step": 8084, + "sup_loss": 0.6472395820908357 + }, + { + "train_step": 8085, + "sup_loss": 0.6620734554953512 + }, + { + "train_step": 8086, + "sup_loss": 0.3491382347340962 + }, + { + "train_step": 8087, + "sup_loss": 0.7140582713938506 + }, + { + "train_step": 8088, + "sup_loss": 0.6475426288116186 + }, + { + "train_step": 8089, + "sup_loss": 0.6347531209205781 + }, + { + "train_step": 8090, + "sup_loss": 0.6156897818639137 + }, + { + "train_step": 8091, + "sup_loss": 0.42357886217066254 + }, + { + "train_step": 8092, + "sup_loss": 0.5469705921941534 + }, + { + "train_step": 8093, + "sup_loss": 0.5709901495423011 + }, + { + "train_step": 8094, + "sup_loss": 0.5040801818501582 + }, + { + "train_step": 8095, + "sup_loss": 0.5902310752401894 + }, + { + "train_step": 8096, + "sup_loss": 0.6388530224283995 + }, + { + "train_step": 8097, + "sup_loss": 0.740561970469857 + }, + { + "train_step": 8098, + "sup_loss": 0.3788475854650119 + }, + { + "train_step": 8099, + "sup_loss": 0.8140507717049897 + }, + { + "train_step": 8100, + "sup_loss": 0.32695455222099457 + }, + { + "train_step": 8101, + "sup_loss": 0.70280425518829 + }, + { + "train_step": 8102, + "sup_loss": 0.7746607972284937 + }, + { + "train_step": 8103, + "sup_loss": 0.5120996178744406 + }, + { + "train_step": 8104, + "sup_loss": 0.3612114820326972 + }, + { + "train_step": 8105, + "sup_loss": 0.3335679007388663 + }, + { + "train_step": 8106, + "sup_loss": 0.3857956546086786 + }, + { + "train_step": 8107, + "sup_loss": 0.5103796610679642 + }, + { + "train_step": 8108, + "sup_loss": 0.4799550112182459 + }, + { + "train_step": 8109, + "sup_loss": 0.5599869483683791 + }, + { + "train_step": 8110, + "sup_loss": 0.4964666356227954 + }, + { + "train_step": 8111, + "sup_loss": 0.477760396373655 + }, + { + "train_step": 8112, + "sup_loss": 0.9454473362966156 + }, + { + "train_step": 8113, + "sup_loss": 0.5151613795633243 + }, + { + "train_step": 8114, + "sup_loss": 0.4720773046703158 + }, + { + "train_step": 8115, + "sup_loss": 0.5392094585297404 + }, + { + "train_step": 8116, + "sup_loss": 0.42568770359577496 + }, + { + "train_step": 8117, + "sup_loss": 0.5588069461587699 + }, + { + "train_step": 8118, + "sup_loss": 0.5024854009526196 + }, + { + "train_step": 8119, + "sup_loss": 0.42389421853877235 + }, + { + "train_step": 8120, + "sup_loss": 0.6408962402612293 + }, + { + "train_step": 8121, + "sup_loss": 0.7428943605010458 + }, + { + "train_step": 8122, + "sup_loss": 0.34452720933008446 + }, + { + "train_step": 8123, + "sup_loss": 0.6864356691110158 + }, + { + "train_step": 8124, + "sup_loss": 0.574999859612727 + }, + { + "train_step": 8125, + "sup_loss": 0.6542475492297344 + }, + { + "train_step": 8126, + "sup_loss": 0.4841795467584918 + }, + { + "train_step": 8127, + "sup_loss": 0.469959304864175 + }, + { + "train_step": 8128, + "sup_loss": 0.6131612490095631 + }, + { + "train_step": 8129, + "sup_loss": 0.4699567167437876 + }, + { + "train_step": 8130, + "sup_loss": 0.5979384365478084 + }, + { + "train_step": 8131, + "sup_loss": 0.5694884923693705 + }, + { + "train_step": 8132, + "sup_loss": 0.4619876340570748 + }, + { + "train_step": 8133, + "sup_loss": 0.3476390878388886 + }, + { + "train_step": 8134, + "sup_loss": 0.5464836830387203 + }, + { + "train_step": 8135, + "sup_loss": 0.2990616396527566 + }, + { + "train_step": 8136, + "sup_loss": 0.4847713762370699 + }, + { + "train_step": 8137, + "sup_loss": 0.5550950638343716 + }, + { + "train_step": 8138, + "sup_loss": 0.578901143844976 + }, + { + "train_step": 8139, + "sup_loss": 0.4962468910478174 + }, + { + "train_step": 8140, + "sup_loss": 0.5092231221507894 + }, + { + "train_step": 8141, + "sup_loss": 0.6542822793684906 + }, + { + "train_step": 8142, + "sup_loss": 0.6945874573028502 + }, + { + "train_step": 8143, + "sup_loss": 0.6568527692740579 + }, + { + "train_step": 8144, + "sup_loss": 0.5545348191623691 + }, + { + "train_step": 8145, + "sup_loss": 0.31954752610604953 + }, + { + "train_step": 8146, + "sup_loss": 0.43042386650758896 + }, + { + "train_step": 8147, + "sup_loss": 0.7626626115914594 + }, + { + "train_step": 8148, + "sup_loss": 0.696167281307046 + }, + { + "train_step": 8149, + "sup_loss": 0.46835365951553015 + }, + { + "train_step": 8150, + "sup_loss": 0.5328053472595857 + }, + { + "train_step": 8151, + "sup_loss": 0.6571772344250582 + }, + { + "train_step": 8152, + "sup_loss": 0.5609359200367752 + }, + { + "train_step": 8153, + "sup_loss": 0.6745173762421436 + }, + { + "train_step": 8154, + "sup_loss": 0.5186230844597878 + }, + { + "train_step": 8155, + "sup_loss": 0.6356318407335241 + }, + { + "train_step": 8156, + "sup_loss": 0.5855735840935855 + }, + { + "train_step": 8157, + "sup_loss": 0.6607086241905902 + }, + { + "train_step": 8158, + "sup_loss": 0.5034322660368552 + }, + { + "train_step": 8159, + "sup_loss": 0.464802601548616 + }, + { + "train_step": 8160, + "sup_loss": 0.5830852305440519 + }, + { + "train_step": 8161, + "sup_loss": 0.6674122536338911 + }, + { + "train_step": 8162, + "sup_loss": 0.5476032836035551 + }, + { + "train_step": 8163, + "sup_loss": 0.6775768501998799 + }, + { + "train_step": 8164, + "sup_loss": 0.5561016158267269 + }, + { + "train_step": 8165, + "sup_loss": 0.5003131917070456 + }, + { + "train_step": 8166, + "sup_loss": 0.6558642493922703 + }, + { + "train_step": 8167, + "sup_loss": 0.2973972168732294 + }, + { + "train_step": 8168, + "sup_loss": 0.5477325553605384 + }, + { + "train_step": 8169, + "sup_loss": 0.6270805520432421 + }, + { + "train_step": 8170, + "sup_loss": 0.5625935427652067 + }, + { + "train_step": 8171, + "sup_loss": 0.6786737830874229 + }, + { + "train_step": 8172, + "sup_loss": 0.36432188370294716 + }, + { + "train_step": 8173, + "sup_loss": 0.570570829714028 + }, + { + "train_step": 8174, + "sup_loss": 0.3824850054527291 + }, + { + "train_step": 8175, + "sup_loss": 0.47004296028693593 + }, + { + "train_step": 8176, + "sup_loss": 0.6477652936763293 + }, + { + "train_step": 8177, + "sup_loss": 0.5144342060916878 + }, + { + "train_step": 8178, + "sup_loss": 0.7528307497862741 + }, + { + "train_step": 8179, + "sup_loss": 0.8813381680235035 + }, + { + "train_step": 8180, + "sup_loss": 0.6241491550522527 + }, + { + "train_step": 8181, + "sup_loss": 0.5897078064994083 + }, + { + "train_step": 8182, + "sup_loss": 0.48190098806368986 + }, + { + "train_step": 8183, + "sup_loss": 0.5613781614944979 + }, + { + "train_step": 8184, + "sup_loss": 0.40627191503138665 + }, + { + "train_step": 8185, + "sup_loss": 0.7206198732082684 + }, + { + "train_step": 8186, + "sup_loss": 0.4854316674188558 + }, + { + "train_step": 8187, + "sup_loss": 0.750016566183475 + }, + { + "train_step": 8188, + "sup_loss": 0.5229019235857062 + }, + { + "train_step": 8189, + "sup_loss": 0.7847311610564017 + }, + { + "train_step": 8190, + "sup_loss": 0.6751466555129967 + }, + { + "train_step": 8191, + "sup_loss": 0.5081232690447299 + }, + { + "train_step": 8192, + "sup_loss": 0.6660847298418122 + }, + { + "train_step": 8193, + "sup_loss": 0.5969995132349525 + }, + { + "train_step": 8194, + "sup_loss": 0.4533157119480019 + }, + { + "train_step": 8195, + "sup_loss": 0.3452457552926597 + }, + { + "train_step": 8196, + "sup_loss": 0.3710869373115407 + }, + { + "train_step": 8197, + "sup_loss": 0.5160018841339568 + }, + { + "train_step": 8198, + "sup_loss": 0.6789632703794561 + }, + { + "train_step": 8199, + "sup_loss": 0.5323153400284474 + }, + { + "train_step": 8200, + "sup_loss": 0.7386101665058764 + }, + { + "train_step": 8201, + "sup_loss": 0.5126714051273931 + }, + { + "train_step": 8202, + "sup_loss": 0.6669560930774387 + }, + { + "train_step": 8203, + "sup_loss": 0.5101912340860603 + }, + { + "train_step": 8204, + "sup_loss": 0.6564150885597817 + }, + { + "train_step": 8205, + "sup_loss": 0.6820461944609141 + }, + { + "train_step": 8206, + "sup_loss": 0.648045253634748 + }, + { + "train_step": 8207, + "sup_loss": 0.4946383290411554 + }, + { + "train_step": 8208, + "sup_loss": 0.4468898438186492 + }, + { + "train_step": 8209, + "sup_loss": 0.7078855074519025 + }, + { + "train_step": 8210, + "sup_loss": 0.5212353742572284 + }, + { + "train_step": 8211, + "sup_loss": 0.3901164054574628 + }, + { + "train_step": 8212, + "sup_loss": 0.5442991274627975 + }, + { + "train_step": 8213, + "sup_loss": 0.6005807695072117 + }, + { + "train_step": 8214, + "sup_loss": 0.7023180382353558 + }, + { + "train_step": 8215, + "sup_loss": 0.8919450932979188 + }, + { + "train_step": 8216, + "sup_loss": 0.5554270543323456 + }, + { + "train_step": 8217, + "sup_loss": 0.7759480516097557 + }, + { + "train_step": 8218, + "sup_loss": 0.5642233889094477 + }, + { + "train_step": 8219, + "sup_loss": 0.3906466166265861 + }, + { + "train_step": 8220, + "sup_loss": 0.5837611303756516 + }, + { + "train_step": 8221, + "sup_loss": 0.4074395037531821 + }, + { + "train_step": 8222, + "sup_loss": 0.5388033997211369 + }, + { + "train_step": 8223, + "sup_loss": 0.5091354618927972 + }, + { + "train_step": 8224, + "sup_loss": 0.5613401556125971 + }, + { + "train_step": 8225, + "sup_loss": 0.6719791938464572 + }, + { + "train_step": 8226, + "sup_loss": 0.5888758855247999 + }, + { + "train_step": 8227, + "sup_loss": 0.45012371787381056 + }, + { + "train_step": 8228, + "sup_loss": 0.53956766968447 + }, + { + "train_step": 8229, + "sup_loss": 0.597329834776582 + }, + { + "train_step": 8230, + "sup_loss": 0.6062341106077637 + }, + { + "train_step": 8231, + "sup_loss": 0.5118890988563876 + }, + { + "train_step": 8232, + "sup_loss": 0.6159300073043527 + }, + { + "train_step": 8233, + "sup_loss": 0.5365908603382407 + }, + { + "train_step": 8234, + "sup_loss": 0.6403744874145827 + }, + { + "train_step": 8235, + "sup_loss": 0.6173178632563127 + }, + { + "train_step": 8236, + "sup_loss": 0.7108543638965625 + }, + { + "train_step": 8237, + "sup_loss": 0.6328845871370862 + }, + { + "train_step": 8238, + "sup_loss": 0.6690686279406374 + }, + { + "train_step": 8239, + "sup_loss": 0.5363547163740422 + }, + { + "train_step": 8240, + "sup_loss": 0.19917712674082946 + }, + { + "train_step": 8241, + "sup_loss": 0.5173006697808581 + }, + { + "train_step": 8242, + "sup_loss": 0.5524367073931341 + }, + { + "train_step": 8243, + "sup_loss": 0.45603663255508486 + }, + { + "train_step": 8244, + "sup_loss": 0.5662121020582417 + }, + { + "train_step": 8245, + "sup_loss": 0.57210675897108 + }, + { + "train_step": 8246, + "sup_loss": 0.5637648975747378 + }, + { + "train_step": 8247, + "sup_loss": 0.363106716325931 + }, + { + "train_step": 8248, + "sup_loss": 0.365989038723766 + }, + { + "train_step": 8249, + "sup_loss": 0.5416478239342195 + }, + { + "train_step": 8250, + "sup_loss": 0.6892929838791441 + }, + { + "train_step": 8251, + "sup_loss": 0.559191855542741 + }, + { + "train_step": 8252, + "sup_loss": 0.34382495352286524 + }, + { + "train_step": 8253, + "sup_loss": 0.7105480009430027 + }, + { + "train_step": 8254, + "sup_loss": 0.6031919707773694 + }, + { + "train_step": 8255, + "sup_loss": 0.6774038598688213 + }, + { + "train_step": 8256, + "sup_loss": 0.512633555402585 + }, + { + "train_step": 8257, + "sup_loss": 0.6957493292327231 + }, + { + "train_step": 8258, + "sup_loss": 0.7121050235245128 + }, + { + "train_step": 8259, + "sup_loss": 0.6011079500716809 + }, + { + "train_step": 8260, + "sup_loss": 0.4444945190742007 + }, + { + "train_step": 8261, + "sup_loss": 0.5976011602382958 + }, + { + "train_step": 8262, + "sup_loss": 0.4819360675073736 + }, + { + "train_step": 8263, + "sup_loss": 0.6840213990552962 + }, + { + "train_step": 8264, + "sup_loss": 0.621483175522317 + }, + { + "train_step": 8265, + "sup_loss": 0.6916896634942061 + }, + { + "train_step": 8266, + "sup_loss": 0.44744626585212577 + }, + { + "train_step": 8267, + "sup_loss": 0.24924432292277282 + }, + { + "train_step": 8268, + "sup_loss": 0.5923041020867827 + }, + { + "train_step": 8269, + "sup_loss": 0.4458762445153512 + }, + { + "train_step": 8270, + "sup_loss": 0.28359336358855586 + }, + { + "train_step": 8271, + "sup_loss": 0.46957866831052214 + }, + { + "train_step": 8272, + "sup_loss": 0.6455098901801003 + }, + { + "train_step": 8273, + "sup_loss": 0.5991225210209834 + }, + { + "train_step": 8274, + "sup_loss": 0.5815661299339225 + }, + { + "train_step": 8275, + "sup_loss": 0.44181357331261517 + }, + { + "train_step": 8276, + "sup_loss": 0.5781241044423113 + }, + { + "train_step": 8277, + "sup_loss": 0.5819289956915511 + }, + { + "train_step": 8278, + "sup_loss": 0.6337467066588612 + }, + { + "train_step": 8279, + "sup_loss": 0.41204005910092933 + }, + { + "train_step": 8280, + "sup_loss": 0.6428283251757518 + }, + { + "train_step": 8281, + "sup_loss": 0.33536581110266633 + }, + { + "train_step": 8282, + "sup_loss": 0.5790506333192281 + }, + { + "train_step": 8283, + "sup_loss": 0.5496428132942895 + }, + { + "train_step": 8284, + "sup_loss": 0.7320141265448266 + }, + { + "train_step": 8285, + "sup_loss": 0.6332869486758596 + }, + { + "train_step": 8286, + "sup_loss": 0.43972737891640445 + }, + { + "train_step": 8287, + "sup_loss": 0.4866319891337471 + }, + { + "train_step": 8288, + "sup_loss": 0.5484755321287159 + }, + { + "train_step": 8289, + "sup_loss": 0.6633167164234247 + }, + { + "train_step": 8290, + "sup_loss": 0.5394046821379884 + }, + { + "train_step": 8291, + "sup_loss": 0.4837254660560131 + }, + { + "train_step": 8292, + "sup_loss": 0.6012211449262086 + }, + { + "train_step": 8293, + "sup_loss": 0.5127462242271841 + }, + { + "train_step": 8294, + "sup_loss": 0.5481576994168716 + }, + { + "train_step": 8295, + "sup_loss": 0.5651370255508263 + }, + { + "train_step": 8296, + "sup_loss": 0.4896889087054951 + }, + { + "train_step": 8297, + "sup_loss": 0.629702202743576 + }, + { + "train_step": 8298, + "sup_loss": 0.6541228608691032 + }, + { + "train_step": 8299, + "sup_loss": 0.689912941631112 + }, + { + "train_step": 8300, + "sup_loss": 0.5351635429603869 + }, + { + "train_step": 8301, + "sup_loss": 0.7071705814239376 + }, + { + "train_step": 8302, + "sup_loss": 0.6805710409168747 + }, + { + "train_step": 8303, + "sup_loss": 0.6570471458439153 + }, + { + "train_step": 8304, + "sup_loss": 0.5523073940978461 + }, + { + "train_step": 8305, + "sup_loss": 0.7362182363684837 + }, + { + "train_step": 8306, + "sup_loss": 0.5715407884114048 + }, + { + "train_step": 8307, + "sup_loss": 0.6533971518369875 + }, + { + "train_step": 8308, + "sup_loss": 0.5719485592053278 + }, + { + "train_step": 8309, + "sup_loss": 0.49302117985054056 + }, + { + "train_step": 8310, + "sup_loss": 0.46903871236361266 + }, + { + "train_step": 8311, + "sup_loss": 0.513104173620786 + }, + { + "train_step": 8312, + "sup_loss": 0.7536821768715175 + }, + { + "train_step": 8313, + "sup_loss": 0.43332714833835584 + }, + { + "train_step": 8314, + "sup_loss": 0.5864643620939419 + }, + { + "train_step": 8315, + "sup_loss": 0.47872935647703796 + }, + { + "train_step": 8316, + "sup_loss": 0.6377572106104211 + }, + { + "train_step": 8317, + "sup_loss": 0.4602272072832261 + }, + { + "train_step": 8318, + "sup_loss": 0.8139952382709623 + }, + { + "train_step": 8319, + "sup_loss": 0.7211741755075487 + }, + { + "train_step": 8320, + "sup_loss": 0.501485781302831 + }, + { + "train_step": 8321, + "sup_loss": 0.42440584156220257 + }, + { + "train_step": 8322, + "sup_loss": 0.45782065041113795 + }, + { + "train_step": 8323, + "sup_loss": 0.681558174424261 + }, + { + "train_step": 8324, + "sup_loss": 0.24634042655036187 + }, + { + "train_step": 8325, + "sup_loss": 0.6293811677057088 + }, + { + "train_step": 8326, + "sup_loss": 0.575274119315573 + }, + { + "train_step": 8327, + "sup_loss": 0.5221163301057677 + }, + { + "train_step": 8328, + "sup_loss": 0.5701955939109129 + }, + { + "train_step": 8329, + "sup_loss": 0.4206773169581149 + }, + { + "train_step": 8330, + "sup_loss": 0.5571002759514834 + }, + { + "train_step": 8331, + "sup_loss": 0.43996263565317734 + }, + { + "train_step": 8332, + "sup_loss": 0.4303758373653558 + }, + { + "train_step": 8333, + "sup_loss": 0.652582934439752 + }, + { + "train_step": 8334, + "sup_loss": 0.5229143005337451 + }, + { + "train_step": 8335, + "sup_loss": 0.49945066660929316 + }, + { + "train_step": 8336, + "sup_loss": 0.5249142647909919 + }, + { + "train_step": 8337, + "sup_loss": 0.39680032010730354 + }, + { + "train_step": 8338, + "sup_loss": 0.42011809290114127 + }, + { + "train_step": 8339, + "sup_loss": 0.6142109453243184 + }, + { + "train_step": 8340, + "sup_loss": 0.6233607429956146 + }, + { + "train_step": 8341, + "sup_loss": 0.5692698635019149 + }, + { + "train_step": 8342, + "sup_loss": 0.43851818008682303 + }, + { + "train_step": 8343, + "sup_loss": 0.6422368400587082 + }, + { + "train_step": 8344, + "sup_loss": 0.6213766624782628 + }, + { + "train_step": 8345, + "sup_loss": 0.4668477315572711 + }, + { + "train_step": 8346, + "sup_loss": 0.38234416964847406 + }, + { + "train_step": 8347, + "sup_loss": 0.6251946969543669 + }, + { + "train_step": 8348, + "sup_loss": 0.37768768638648564 + }, + { + "train_step": 8349, + "sup_loss": 0.5052578997893441 + }, + { + "train_step": 8350, + "sup_loss": 0.33793013195041177 + }, + { + "train_step": 8351, + "sup_loss": 0.5536126024422873 + }, + { + "train_step": 8352, + "sup_loss": 0.4434212906450347 + }, + { + "train_step": 8353, + "sup_loss": 0.3599917269403676 + }, + { + "train_step": 8354, + "sup_loss": 0.7273735125603622 + }, + { + "train_step": 8355, + "sup_loss": 0.4515282162033975 + }, + { + "train_step": 8356, + "sup_loss": 0.4221628689233934 + }, + { + "train_step": 8357, + "sup_loss": 0.6403248387744311 + }, + { + "train_step": 8358, + "sup_loss": 0.5235320859546746 + }, + { + "train_step": 8359, + "sup_loss": 0.6613566677392795 + }, + { + "train_step": 8360, + "sup_loss": 0.6987270461468296 + }, + { + "train_step": 8361, + "sup_loss": 0.5537489842140854 + }, + { + "train_step": 8362, + "sup_loss": 0.5973097271827962 + }, + { + "train_step": 8363, + "sup_loss": 0.5060764168701821 + }, + { + "train_step": 8364, + "sup_loss": 0.5369071927352225 + }, + { + "train_step": 8365, + "sup_loss": 0.609179674306526 + }, + { + "train_step": 8366, + "sup_loss": 0.5119300238754768 + }, + { + "train_step": 8367, + "sup_loss": 0.6367301098282978 + }, + { + "train_step": 8368, + "sup_loss": 0.30782025541918867 + }, + { + "train_step": 8369, + "sup_loss": 0.5636640973398453 + }, + { + "train_step": 8370, + "sup_loss": 0.6365797916231472 + }, + { + "train_step": 8371, + "sup_loss": 0.5844493812359987 + }, + { + "train_step": 8372, + "sup_loss": 0.6379589782094386 + }, + { + "train_step": 8373, + "sup_loss": 0.6766755648224615 + }, + { + "train_step": 8374, + "sup_loss": 0.6296542306587197 + }, + { + "train_step": 8375, + "sup_loss": 0.5586257581944896 + }, + { + "train_step": 8376, + "sup_loss": 0.5446768445169445 + }, + { + "train_step": 8377, + "sup_loss": 0.49576569496441164 + }, + { + "train_step": 8378, + "sup_loss": 0.7446316156666883 + }, + { + "train_step": 8379, + "sup_loss": 0.47949238195607036 + }, + { + "train_step": 8380, + "sup_loss": 0.6098756048505172 + }, + { + "train_step": 8381, + "sup_loss": 0.6562997088119754 + }, + { + "train_step": 8382, + "sup_loss": 0.7421933642401665 + }, + { + "train_step": 8383, + "sup_loss": 0.6025963801900539 + }, + { + "train_step": 8384, + "sup_loss": 0.49093662957918277 + }, + { + "train_step": 8385, + "sup_loss": 0.5378556723268803 + }, + { + "train_step": 8386, + "sup_loss": 0.5685403704762475 + }, + { + "train_step": 8387, + "sup_loss": 0.6480858082612809 + }, + { + "train_step": 8388, + "sup_loss": 0.4280353747360991 + }, + { + "train_step": 8389, + "sup_loss": 0.6345751987949246 + }, + { + "train_step": 8390, + "sup_loss": 0.5076865936776761 + }, + { + "train_step": 8391, + "sup_loss": 0.4017240011968537 + }, + { + "train_step": 8392, + "sup_loss": 0.501847030494935 + }, + { + "train_step": 8393, + "sup_loss": 0.6424964538865826 + }, + { + "train_step": 8394, + "sup_loss": 0.5620439762483185 + }, + { + "train_step": 8395, + "sup_loss": 0.8367160937939409 + }, + { + "train_step": 8396, + "sup_loss": 0.5096114134487687 + }, + { + "train_step": 8397, + "sup_loss": 0.43371361771657946 + }, + { + "train_step": 8398, + "sup_loss": 0.44999226427616607 + }, + { + "train_step": 8399, + "sup_loss": 0.6626763799284856 + }, + { + "train_step": 8400, + "sup_loss": 0.4688750892014502 + }, + { + "train_step": 8401, + "sup_loss": 0.6127362977335981 + }, + { + "train_step": 8402, + "sup_loss": 0.43859531464195967 + }, + { + "train_step": 8403, + "sup_loss": 0.522632905072662 + }, + { + "train_step": 8404, + "sup_loss": 0.5203749239129413 + }, + { + "train_step": 8405, + "sup_loss": 0.5415588394080507 + }, + { + "train_step": 8406, + "sup_loss": 0.8009771218093976 + }, + { + "train_step": 8407, + "sup_loss": 0.6422387864974038 + }, + { + "train_step": 8408, + "sup_loss": 0.5603224031489281 + }, + { + "train_step": 8409, + "sup_loss": 0.6267433767655595 + }, + { + "train_step": 8410, + "sup_loss": 0.5556629796153923 + }, + { + "train_step": 8411, + "sup_loss": 0.6155149629965094 + }, + { + "train_step": 8412, + "sup_loss": 0.6305562299495311 + }, + { + "train_step": 8413, + "sup_loss": 0.6377267272594638 + }, + { + "train_step": 8414, + "sup_loss": 0.4925185443239376 + }, + { + "train_step": 8415, + "sup_loss": 0.6196030917111972 + }, + { + "train_step": 8416, + "sup_loss": 0.7576150049195703 + }, + { + "train_step": 8417, + "sup_loss": 0.6997972621680061 + }, + { + "train_step": 8418, + "sup_loss": 0.5170448180442264 + }, + { + "train_step": 8419, + "sup_loss": 0.5570529163081066 + }, + { + "train_step": 8420, + "sup_loss": 0.6180902119491231 + }, + { + "train_step": 8421, + "sup_loss": 0.5666191486222708 + }, + { + "train_step": 8422, + "sup_loss": 0.4846218115984966 + }, + { + "train_step": 8423, + "sup_loss": 0.3007747373320824 + }, + { + "train_step": 8424, + "sup_loss": 0.6931628903545974 + }, + { + "train_step": 8425, + "sup_loss": 0.5751996396409103 + }, + { + "train_step": 8426, + "sup_loss": 0.47251235981715983 + }, + { + "train_step": 8427, + "sup_loss": 0.6838405417870297 + }, + { + "train_step": 8428, + "sup_loss": 0.6574446997439769 + }, + { + "train_step": 8429, + "sup_loss": 0.5972372552617301 + }, + { + "train_step": 8430, + "sup_loss": 0.4773231247935872 + }, + { + "train_step": 8431, + "sup_loss": 0.5866645456684171 + }, + { + "train_step": 8432, + "sup_loss": 0.33179755064288813 + }, + { + "train_step": 8433, + "sup_loss": 0.38447624151845505 + }, + { + "train_step": 8434, + "sup_loss": 0.4931259469349481 + }, + { + "train_step": 8435, + "sup_loss": 0.5739664618293909 + }, + { + "train_step": 8436, + "sup_loss": 0.6104618969115367 + }, + { + "train_step": 8437, + "sup_loss": 0.559682314448493 + }, + { + "train_step": 8438, + "sup_loss": 0.35921658131797274 + }, + { + "train_step": 8439, + "sup_loss": 0.589420246005773 + }, + { + "train_step": 8440, + "sup_loss": 0.5457054192505107 + }, + { + "train_step": 8441, + "sup_loss": 0.5701767820016571 + }, + { + "train_step": 8442, + "sup_loss": 0.7580714311862166 + }, + { + "train_step": 8443, + "sup_loss": 0.5005270666071066 + }, + { + "train_step": 8444, + "sup_loss": 0.7599855518761667 + }, + { + "train_step": 8445, + "sup_loss": 0.6182838714627078 + }, + { + "train_step": 8446, + "sup_loss": 0.549524638748472 + }, + { + "train_step": 8447, + "sup_loss": 0.4505976413957614 + }, + { + "train_step": 8448, + "sup_loss": 0.5468922389006058 + }, + { + "train_step": 8449, + "sup_loss": 0.5044350567279784 + }, + { + "train_step": 8450, + "sup_loss": 0.5008097224640006 + }, + { + "train_step": 8451, + "sup_loss": 0.5838465287542786 + }, + { + "train_step": 8452, + "sup_loss": 0.4976980874853243 + }, + { + "train_step": 8453, + "sup_loss": 0.561359349015663 + }, + { + "train_step": 8454, + "sup_loss": 0.624577671083083 + }, + { + "train_step": 8455, + "sup_loss": 0.5682057606737091 + }, + { + "train_step": 8456, + "sup_loss": 0.4432536406316328 + }, + { + "train_step": 8457, + "sup_loss": 0.6801542496386853 + }, + { + "train_step": 8458, + "sup_loss": 0.6136962549169493 + }, + { + "train_step": 8459, + "sup_loss": 0.7839675849482117 + }, + { + "train_step": 8460, + "sup_loss": 0.6057451860024515 + }, + { + "train_step": 8461, + "sup_loss": 0.6164000545935473 + }, + { + "train_step": 8462, + "sup_loss": 0.724842057503461 + }, + { + "train_step": 8463, + "sup_loss": 0.674283474248937 + }, + { + "train_step": 8464, + "sup_loss": 0.4506586226871195 + }, + { + "train_step": 8465, + "sup_loss": 0.540454652126859 + }, + { + "train_step": 8466, + "sup_loss": 0.3315500303570115 + }, + { + "train_step": 8467, + "sup_loss": 0.47284289672828955 + }, + { + "train_step": 8468, + "sup_loss": 0.1750233167764244 + }, + { + "train_step": 8469, + "sup_loss": 0.47239820788419346 + }, + { + "train_step": 8470, + "sup_loss": 0.5975780542834785 + }, + { + "train_step": 8471, + "sup_loss": 0.5443984127891073 + }, + { + "train_step": 8472, + "sup_loss": 0.6193281625138674 + }, + { + "train_step": 8473, + "sup_loss": 0.6555745362454779 + }, + { + "train_step": 8474, + "sup_loss": 0.7242829624781046 + }, + { + "train_step": 8475, + "sup_loss": 0.62013420688459 + }, + { + "train_step": 8476, + "sup_loss": 0.5297833805574725 + }, + { + "train_step": 8477, + "sup_loss": 0.7206365660871746 + }, + { + "train_step": 8478, + "sup_loss": 0.4505304285703807 + }, + { + "train_step": 8479, + "sup_loss": 0.9037477114017369 + }, + { + "train_step": 8480, + "sup_loss": 0.5801615742568234 + }, + { + "train_step": 8481, + "sup_loss": 0.5085255311458643 + }, + { + "train_step": 8482, + "sup_loss": 0.6144524948832167 + }, + { + "train_step": 8483, + "sup_loss": 0.5717475872417931 + }, + { + "train_step": 8484, + "sup_loss": 0.7095931056372453 + }, + { + "train_step": 8485, + "sup_loss": 0.46410746121500784 + }, + { + "train_step": 8486, + "sup_loss": 0.2957744843887118 + }, + { + "train_step": 8487, + "sup_loss": 0.6700232478941518 + }, + { + "train_step": 8488, + "sup_loss": 0.4518430960678413 + }, + { + "train_step": 8489, + "sup_loss": 0.4730650756557079 + }, + { + "train_step": 8490, + "sup_loss": 0.5197619525995922 + }, + { + "train_step": 8491, + "sup_loss": 0.8066685162177827 + }, + { + "train_step": 8492, + "sup_loss": 0.49568737424361253 + }, + { + "train_step": 8493, + "sup_loss": 0.6206071499457539 + }, + { + "train_step": 8494, + "sup_loss": 0.6791027250923005 + }, + { + "train_step": 8495, + "sup_loss": 0.6982206681073846 + }, + { + "train_step": 8496, + "sup_loss": 0.6311426208981428 + }, + { + "train_step": 8497, + "sup_loss": 0.2614208615372804 + }, + { + "train_step": 8498, + "sup_loss": 0.7400925211619349 + }, + { + "train_step": 8499, + "sup_loss": 0.22282807260832727 + }, + { + "train_step": 8500, + "sup_loss": 0.7188741331626699 + }, + { + "train_step": 8501, + "sup_loss": 0.4539562467338103 + }, + { + "train_step": 8502, + "sup_loss": 0.43737684822270667 + }, + { + "train_step": 8503, + "sup_loss": 0.7002388323645774 + }, + { + "train_step": 8504, + "sup_loss": 0.49153024041529203 + }, + { + "train_step": 8505, + "sup_loss": 0.5452294214063511 + }, + { + "train_step": 8506, + "sup_loss": 0.4842039066901813 + }, + { + "train_step": 8507, + "sup_loss": 0.5981090362706316 + }, + { + "train_step": 8508, + "sup_loss": 0.778786618308181 + }, + { + "train_step": 8509, + "sup_loss": 0.5517239110321372 + }, + { + "train_step": 8510, + "sup_loss": 0.5060335973501279 + }, + { + "train_step": 8511, + "sup_loss": 0.6873283111807033 + }, + { + "train_step": 8512, + "sup_loss": 0.5365936148750854 + }, + { + "train_step": 8513, + "sup_loss": 0.24502385921174935 + }, + { + "train_step": 8514, + "sup_loss": 0.561682938968663 + }, + { + "train_step": 8515, + "sup_loss": 0.44291449494698915 + }, + { + "train_step": 8516, + "sup_loss": 0.6238718578868147 + }, + { + "train_step": 8517, + "sup_loss": 0.4105098778321668 + }, + { + "train_step": 8518, + "sup_loss": 0.6878766517497277 + }, + { + "train_step": 8519, + "sup_loss": 0.5890919455135653 + }, + { + "train_step": 8520, + "sup_loss": 0.6763872684140692 + }, + { + "train_step": 8521, + "sup_loss": 0.5827274436377365 + }, + { + "train_step": 8522, + "sup_loss": 0.6854202904414852 + }, + { + "train_step": 8523, + "sup_loss": 0.7373752400540081 + }, + { + "train_step": 8524, + "sup_loss": 0.6222722546691651 + }, + { + "train_step": 8525, + "sup_loss": 0.5627805409534674 + }, + { + "train_step": 8526, + "sup_loss": 0.7817359269489277 + }, + { + "train_step": 8527, + "sup_loss": 0.5910016737677667 + }, + { + "train_step": 8528, + "sup_loss": 0.6394751645379848 + }, + { + "train_step": 8529, + "sup_loss": 0.5113928825720325 + }, + { + "train_step": 8530, + "sup_loss": 0.5331282557084088 + }, + { + "train_step": 8531, + "sup_loss": 0.3551567672071439 + }, + { + "train_step": 8532, + "sup_loss": 0.5348370057506502 + }, + { + "train_step": 8533, + "sup_loss": 0.5536260730727034 + }, + { + "train_step": 8534, + "sup_loss": 0.5754309210074687 + }, + { + "train_step": 8535, + "sup_loss": 0.30120907982503653 + }, + { + "train_step": 8536, + "sup_loss": 0.6069982254515076 + }, + { + "train_step": 8537, + "sup_loss": 0.4142211816803035 + }, + { + "train_step": 8538, + "sup_loss": 0.6794057064565628 + }, + { + "train_step": 8539, + "sup_loss": 0.6446252436835515 + }, + { + "train_step": 8540, + "sup_loss": 0.6144466832642509 + }, + { + "train_step": 8541, + "sup_loss": 0.6100110110347682 + }, + { + "train_step": 8542, + "sup_loss": 0.43194677371175333 + }, + { + "train_step": 8543, + "sup_loss": 0.42441425190133697 + }, + { + "train_step": 8544, + "sup_loss": 0.7180282686335988 + }, + { + "train_step": 8545, + "sup_loss": 0.555433961524504 + }, + { + "train_step": 8546, + "sup_loss": 0.6397514438745541 + }, + { + "train_step": 8547, + "sup_loss": 0.46697492326762136 + }, + { + "train_step": 8548, + "sup_loss": 0.7394445656180055 + }, + { + "train_step": 8549, + "sup_loss": 0.5887497688519338 + }, + { + "train_step": 8550, + "sup_loss": 0.7415015310956699 + }, + { + "train_step": 8551, + "sup_loss": 0.5582110411319574 + }, + { + "train_step": 8552, + "sup_loss": 0.47203965322266017 + }, + { + "train_step": 8553, + "sup_loss": 0.5002415215216401 + }, + { + "train_step": 8554, + "sup_loss": 0.678716839575624 + }, + { + "train_step": 8555, + "sup_loss": 0.65056792913321 + }, + { + "train_step": 8556, + "sup_loss": 0.4519455438399882 + }, + { + "train_step": 8557, + "sup_loss": 0.39969095167692886 + }, + { + "train_step": 8558, + "sup_loss": 0.7348487804261026 + }, + { + "train_step": 8559, + "sup_loss": 0.42043000331782204 + }, + { + "train_step": 8560, + "sup_loss": 0.6582981134300888 + }, + { + "train_step": 8561, + "sup_loss": 0.6290608596432392 + }, + { + "train_step": 8562, + "sup_loss": 0.6302411307079169 + }, + { + "train_step": 8563, + "sup_loss": 0.24665641092443663 + }, + { + "train_step": 8564, + "sup_loss": 0.5368816815468489 + }, + { + "train_step": 8565, + "sup_loss": 0.5652369688141748 + }, + { + "train_step": 8566, + "sup_loss": 0.3842672396764534 + }, + { + "train_step": 8567, + "sup_loss": 0.6895733446561064 + }, + { + "train_step": 8568, + "sup_loss": 0.4485240582810916 + }, + { + "train_step": 8569, + "sup_loss": 0.392488282909261 + }, + { + "train_step": 8570, + "sup_loss": 0.6334690892788802 + }, + { + "train_step": 8571, + "sup_loss": 0.6820178129377459 + }, + { + "train_step": 8572, + "sup_loss": 0.33971421739849395 + }, + { + "train_step": 8573, + "sup_loss": 0.5208477250961185 + }, + { + "train_step": 8574, + "sup_loss": 0.6385917706225677 + }, + { + "train_step": 8575, + "sup_loss": 0.5960215951865624 + }, + { + "train_step": 8576, + "sup_loss": 0.40870839733235215 + }, + { + "train_step": 8577, + "sup_loss": 0.6674507340703455 + }, + { + "train_step": 8578, + "sup_loss": 0.469489155199064 + }, + { + "train_step": 8579, + "sup_loss": 0.5388293074745713 + }, + { + "train_step": 8580, + "sup_loss": 0.5110483842161379 + }, + { + "train_step": 8581, + "sup_loss": 0.7478353931476929 + }, + { + "train_step": 8582, + "sup_loss": 0.5958080330441197 + }, + { + "train_step": 8583, + "sup_loss": 0.7028783330656742 + }, + { + "train_step": 8584, + "sup_loss": 0.5128556456113013 + }, + { + "train_step": 8585, + "sup_loss": 0.6463254564587901 + }, + { + "train_step": 8586, + "sup_loss": 0.5653617081878909 + }, + { + "train_step": 8587, + "sup_loss": 0.5225484503658845 + }, + { + "train_step": 8588, + "sup_loss": 0.4330411859581826 + }, + { + "train_step": 8589, + "sup_loss": 0.6747488252221538 + }, + { + "train_step": 8590, + "sup_loss": 0.7615127828993761 + }, + { + "train_step": 8591, + "sup_loss": 0.5746764593662375 + }, + { + "train_step": 8592, + "sup_loss": 0.6448703517265197 + }, + { + "train_step": 8593, + "sup_loss": 0.6885494354507121 + }, + { + "train_step": 8594, + "sup_loss": 0.6203015774340002 + }, + { + "train_step": 8595, + "sup_loss": 0.5213787038650195 + }, + { + "train_step": 8596, + "sup_loss": 0.76698685637279 + }, + { + "train_step": 8597, + "sup_loss": 0.5044070340291632 + }, + { + "train_step": 8598, + "sup_loss": 0.47202757527086076 + }, + { + "train_step": 8599, + "sup_loss": 0.5578813724686013 + }, + { + "train_step": 8600, + "sup_loss": 0.5346751263996302 + }, + { + "train_step": 8601, + "sup_loss": 0.3912707805318576 + }, + { + "train_step": 8602, + "sup_loss": 0.504219546121143 + }, + { + "train_step": 8603, + "sup_loss": 0.32801882797934934 + }, + { + "train_step": 8604, + "sup_loss": 0.31791614373709426 + }, + { + "train_step": 8605, + "sup_loss": 0.6399004935193554 + }, + { + "train_step": 8606, + "sup_loss": 0.5470157808977691 + }, + { + "train_step": 8607, + "sup_loss": 0.48635636853538944 + }, + { + "train_step": 8608, + "sup_loss": 0.4392744958135158 + }, + { + "train_step": 8609, + "sup_loss": 0.42851377878110325 + }, + { + "train_step": 8610, + "sup_loss": 0.769656850841692 + }, + { + "train_step": 8611, + "sup_loss": 0.4733927170063735 + }, + { + "train_step": 8612, + "sup_loss": 0.6940446604448468 + }, + { + "train_step": 8613, + "sup_loss": 0.6084729915262306 + }, + { + "train_step": 8614, + "sup_loss": 0.649162588442739 + }, + { + "train_step": 8615, + "sup_loss": 0.5477945349847058 + }, + { + "train_step": 8616, + "sup_loss": 0.6810673951345982 + }, + { + "train_step": 8617, + "sup_loss": 0.4540192339102009 + }, + { + "train_step": 8618, + "sup_loss": 0.4948534807232802 + }, + { + "train_step": 8619, + "sup_loss": 0.41335749773847286 + }, + { + "train_step": 8620, + "sup_loss": 0.6157976649123851 + }, + { + "train_step": 8621, + "sup_loss": 0.5193227742647253 + }, + { + "train_step": 8622, + "sup_loss": 0.531038486165894 + }, + { + "train_step": 8623, + "sup_loss": 0.6513542950804718 + }, + { + "train_step": 8624, + "sup_loss": 0.3457068992871457 + }, + { + "train_step": 8625, + "sup_loss": 0.5314603726674839 + }, + { + "train_step": 8626, + "sup_loss": 0.5288001269747933 + }, + { + "train_step": 8627, + "sup_loss": 0.5090895817255091 + }, + { + "train_step": 8628, + "sup_loss": 0.5240875024782179 + }, + { + "train_step": 8629, + "sup_loss": 0.5489700102144716 + }, + { + "train_step": 8630, + "sup_loss": 0.44247167881753824 + }, + { + "train_step": 8631, + "sup_loss": 0.40425193247881597 + }, + { + "train_step": 8632, + "sup_loss": 0.6574491960555705 + }, + { + "train_step": 8633, + "sup_loss": 0.557064332099113 + }, + { + "train_step": 8634, + "sup_loss": 0.5050292158921639 + }, + { + "train_step": 8635, + "sup_loss": 0.6966356951930553 + }, + { + "train_step": 8636, + "sup_loss": 0.7130224928960227 + }, + { + "train_step": 8637, + "sup_loss": 0.7170284327646207 + }, + { + "train_step": 8638, + "sup_loss": 0.6711277924136535 + }, + { + "train_step": 8639, + "sup_loss": 0.7368222886111817 + }, + { + "train_step": 8640, + "sup_loss": 0.6126741931974848 + }, + { + "train_step": 8641, + "sup_loss": 0.521243576489028 + }, + { + "train_step": 8642, + "sup_loss": 0.4478914805812437 + }, + { + "train_step": 8643, + "sup_loss": 0.5684192398443684 + }, + { + "train_step": 8644, + "sup_loss": 0.625368033946255 + }, + { + "train_step": 8645, + "sup_loss": 0.2589201841305871 + }, + { + "train_step": 8646, + "sup_loss": 0.610429202782551 + }, + { + "train_step": 8647, + "sup_loss": 0.2674405995561899 + }, + { + "train_step": 8648, + "sup_loss": 0.60727118250692 + }, + { + "train_step": 8649, + "sup_loss": 0.4469595046906118 + }, + { + "train_step": 8650, + "sup_loss": 0.7003957456129112 + }, + { + "train_step": 8651, + "sup_loss": 0.37212329305413683 + }, + { + "train_step": 8652, + "sup_loss": 0.4544429177164229 + }, + { + "train_step": 8653, + "sup_loss": 0.6510771407199436 + }, + { + "train_step": 8654, + "sup_loss": 0.5558314397688493 + }, + { + "train_step": 8655, + "sup_loss": 0.5489058634001207 + }, + { + "train_step": 8656, + "sup_loss": 0.49737656991738294 + }, + { + "train_step": 8657, + "sup_loss": 0.3898709410901719 + }, + { + "train_step": 8658, + "sup_loss": 0.6221724053151194 + }, + { + "train_step": 8659, + "sup_loss": 0.5458313069259839 + }, + { + "train_step": 8660, + "sup_loss": 0.2621436906088736 + }, + { + "train_step": 8661, + "sup_loss": 0.5941704639259097 + }, + { + "train_step": 8662, + "sup_loss": 0.6285612373677502 + }, + { + "train_step": 8663, + "sup_loss": 0.5045296333737845 + }, + { + "train_step": 8664, + "sup_loss": 0.33332803030470504 + }, + { + "train_step": 8665, + "sup_loss": 0.6191026959743999 + }, + { + "train_step": 8666, + "sup_loss": 0.6002031479312923 + }, + { + "train_step": 8667, + "sup_loss": 0.2735856686980789 + }, + { + "train_step": 8668, + "sup_loss": 0.5926857990413787 + }, + { + "train_step": 8669, + "sup_loss": 0.537755164806124 + }, + { + "train_step": 8670, + "sup_loss": 0.4492071157236588 + }, + { + "train_step": 8671, + "sup_loss": 0.5228083331080039 + }, + { + "train_step": 8672, + "sup_loss": 0.5374702886745383 + }, + { + "train_step": 8673, + "sup_loss": 0.6519230715882434 + }, + { + "train_step": 8674, + "sup_loss": 0.7656512239419231 + }, + { + "train_step": 8675, + "sup_loss": 0.41706971926297426 + }, + { + "train_step": 8676, + "sup_loss": 0.5418598518351595 + }, + { + "train_step": 8677, + "sup_loss": 0.8288349967690973 + }, + { + "train_step": 8678, + "sup_loss": 0.5918827807538881 + }, + { + "train_step": 8679, + "sup_loss": 0.535849172455216 + }, + { + "train_step": 8680, + "sup_loss": 0.6296803454430082 + }, + { + "train_step": 8681, + "sup_loss": 0.6998511329479641 + }, + { + "train_step": 8682, + "sup_loss": 0.6326365573312808 + }, + { + "train_step": 8683, + "sup_loss": 0.595376603454461 + }, + { + "train_step": 8684, + "sup_loss": 0.6701793990774741 + }, + { + "train_step": 8685, + "sup_loss": 0.6473012354736207 + }, + { + "train_step": 8686, + "sup_loss": 0.5570923064170761 + }, + { + "train_step": 8687, + "sup_loss": 0.7795776824719373 + }, + { + "train_step": 8688, + "sup_loss": 0.646732876341452 + }, + { + "train_step": 8689, + "sup_loss": 0.65582336184175 + }, + { + "train_step": 8690, + "sup_loss": 0.5814038674533427 + }, + { + "train_step": 8691, + "sup_loss": 0.5880615671040451 + }, + { + "train_step": 8692, + "sup_loss": 0.43433899664369974 + }, + { + "train_step": 8693, + "sup_loss": 0.5636770755350338 + }, + { + "train_step": 8694, + "sup_loss": 0.722876458698326 + }, + { + "train_step": 8695, + "sup_loss": 0.613479328304211 + }, + { + "train_step": 8696, + "sup_loss": 0.39620108430095313 + }, + { + "train_step": 8697, + "sup_loss": 0.6685810861333153 + }, + { + "train_step": 8698, + "sup_loss": 0.4649101248084277 + }, + { + "train_step": 8699, + "sup_loss": 0.6566653839026373 + }, + { + "train_step": 8700, + "sup_loss": 0.6473093701487433 + }, + { + "train_step": 8701, + "sup_loss": 0.5409696299799618 + }, + { + "train_step": 8702, + "sup_loss": 0.3873111584197499 + }, + { + "train_step": 8703, + "sup_loss": 0.4936830773390439 + }, + { + "train_step": 8704, + "sup_loss": 0.44211931203338267 + }, + { + "train_step": 8705, + "sup_loss": 0.5479575207018056 + }, + { + "train_step": 8706, + "sup_loss": 0.28524641954799745 + }, + { + "train_step": 8707, + "sup_loss": 0.6697003902744031 + }, + { + "train_step": 8708, + "sup_loss": 0.6042295791852464 + }, + { + "train_step": 8709, + "sup_loss": 0.6453198357032847 + }, + { + "train_step": 8710, + "sup_loss": 0.6706735171348874 + }, + { + "train_step": 8711, + "sup_loss": 0.6823155184684494 + }, + { + "train_step": 8712, + "sup_loss": 0.4687485439614237 + }, + { + "train_step": 8713, + "sup_loss": 0.5990637876804937 + }, + { + "train_step": 8714, + "sup_loss": 0.6486413370468463 + }, + { + "train_step": 8715, + "sup_loss": 0.7620593018846498 + }, + { + "train_step": 8716, + "sup_loss": 0.5278376569391525 + }, + { + "train_step": 8717, + "sup_loss": 0.613963455611776 + }, + { + "train_step": 8718, + "sup_loss": 0.6227165415958008 + }, + { + "train_step": 8719, + "sup_loss": 0.49033609845460746 + }, + { + "train_step": 8720, + "sup_loss": 0.46177399701009003 + }, + { + "train_step": 8721, + "sup_loss": 0.4697187976972676 + }, + { + "train_step": 8722, + "sup_loss": 0.577235982579262 + }, + { + "train_step": 8723, + "sup_loss": 0.36285983050510173 + }, + { + "train_step": 8724, + "sup_loss": 0.6555040981860877 + }, + { + "train_step": 8725, + "sup_loss": 0.6548263802684742 + }, + { + "train_step": 8726, + "sup_loss": 0.5108702301399004 + }, + { + "train_step": 8727, + "sup_loss": 0.5906469745834676 + }, + { + "train_step": 8728, + "sup_loss": 0.5920805128479643 + }, + { + "train_step": 8729, + "sup_loss": 0.4113951957888794 + }, + { + "train_step": 8730, + "sup_loss": 0.8057530706504386 + }, + { + "train_step": 8731, + "sup_loss": 0.654222284213429 + }, + { + "train_step": 8732, + "sup_loss": 0.6049579957467361 + }, + { + "train_step": 8733, + "sup_loss": 0.5027998537627744 + }, + { + "train_step": 8734, + "sup_loss": 0.47149073252945795 + }, + { + "train_step": 8735, + "sup_loss": 0.4319660000688464 + }, + { + "train_step": 8736, + "sup_loss": 0.5139689373233681 + }, + { + "train_step": 8737, + "sup_loss": 0.6838398102020871 + }, + { + "train_step": 8738, + "sup_loss": 0.3136282135496382 + }, + { + "train_step": 8739, + "sup_loss": 0.607263477750948 + }, + { + "train_step": 8740, + "sup_loss": 0.6496789471628057 + }, + { + "train_step": 8741, + "sup_loss": 0.500172735082697 + }, + { + "train_step": 8742, + "sup_loss": 0.5135767229826134 + }, + { + "train_step": 8743, + "sup_loss": 0.6249441307675361 + }, + { + "train_step": 8744, + "sup_loss": 0.5542338682858469 + }, + { + "train_step": 8745, + "sup_loss": 0.5134611666366847 + }, + { + "train_step": 8746, + "sup_loss": 0.6074004245690489 + }, + { + "train_step": 8747, + "sup_loss": 0.4246653093831328 + }, + { + "train_step": 8748, + "sup_loss": 0.2943244629623085 + }, + { + "train_step": 8749, + "sup_loss": 0.8225833199422181 + }, + { + "train_step": 8750, + "sup_loss": 0.43388744476713653 + }, + { + "train_step": 8751, + "sup_loss": 0.4038811014989514 + }, + { + "train_step": 8752, + "sup_loss": 0.34289757186118186 + }, + { + "train_step": 8753, + "sup_loss": 0.41603097369494424 + }, + { + "train_step": 8754, + "sup_loss": 0.4935088805608188 + }, + { + "train_step": 8755, + "sup_loss": 0.8583553331138587 + }, + { + "train_step": 8756, + "sup_loss": 0.46675822924319804 + }, + { + "train_step": 8757, + "sup_loss": 0.8374434168236305 + }, + { + "train_step": 8758, + "sup_loss": 0.48144187883571715 + }, + { + "train_step": 8759, + "sup_loss": 0.5263561852475117 + }, + { + "train_step": 8760, + "sup_loss": 0.4110947640502397 + }, + { + "train_step": 8761, + "sup_loss": 0.5916610138458677 + }, + { + "train_step": 8762, + "sup_loss": 0.7268553747549352 + }, + { + "train_step": 8763, + "sup_loss": 0.6211262659584291 + }, + { + "train_step": 8764, + "sup_loss": 0.5711567788542192 + }, + { + "train_step": 8765, + "sup_loss": 0.46144272133080383 + }, + { + "train_step": 8766, + "sup_loss": 0.5111592067802402 + }, + { + "train_step": 8767, + "sup_loss": 0.6895241428256995 + }, + { + "train_step": 8768, + "sup_loss": 0.5842242805912655 + }, + { + "train_step": 8769, + "sup_loss": 0.5874895145597372 + }, + { + "train_step": 8770, + "sup_loss": 0.8766238813785602 + }, + { + "train_step": 8771, + "sup_loss": 0.5584250231502647 + }, + { + "train_step": 8772, + "sup_loss": 0.5198431542339514 + }, + { + "train_step": 8773, + "sup_loss": 0.6373222384609162 + }, + { + "train_step": 8774, + "sup_loss": 0.5110645020682183 + }, + { + "train_step": 8775, + "sup_loss": 0.5363786946579527 + }, + { + "train_step": 8776, + "sup_loss": 0.38818947580002366 + }, + { + "train_step": 8777, + "sup_loss": 0.4489056430492463 + }, + { + "train_step": 8778, + "sup_loss": 0.7414516555005538 + }, + { + "train_step": 8779, + "sup_loss": 0.6659357943966452 + }, + { + "train_step": 8780, + "sup_loss": 0.23206200361250653 + }, + { + "train_step": 8781, + "sup_loss": 0.42106103298558833 + }, + { + "train_step": 8782, + "sup_loss": 0.7912014042677727 + }, + { + "train_step": 8783, + "sup_loss": 0.5643701604479527 + }, + { + "train_step": 8784, + "sup_loss": 0.6497567619883865 + }, + { + "train_step": 8785, + "sup_loss": 0.742591152165114 + }, + { + "train_step": 8786, + "sup_loss": 0.6327261800737511 + }, + { + "train_step": 8787, + "sup_loss": 0.5765171944417473 + }, + { + "train_step": 8788, + "sup_loss": 0.5663654463241288 + }, + { + "train_step": 8789, + "sup_loss": 0.48138726427223405 + }, + { + "train_step": 8790, + "sup_loss": 0.43818821318029705 + }, + { + "train_step": 8791, + "sup_loss": 0.573149716071105 + }, + { + "train_step": 8792, + "sup_loss": 0.6896840265272303 + }, + { + "train_step": 8793, + "sup_loss": 0.7177892957000978 + }, + { + "train_step": 8794, + "sup_loss": 0.5878935572062567 + }, + { + "train_step": 8795, + "sup_loss": 0.5918956851192716 + }, + { + "train_step": 8796, + "sup_loss": 0.5266127320269269 + }, + { + "train_step": 8797, + "sup_loss": 0.5188172348646523 + }, + { + "train_step": 8798, + "sup_loss": 0.6767191783307526 + }, + { + "train_step": 8799, + "sup_loss": 0.5367676356022248 + }, + { + "train_step": 8800, + "sup_loss": 0.7304570600086417 + }, + { + "train_step": 8801, + "sup_loss": 0.5732531859213446 + }, + { + "train_step": 8802, + "sup_loss": 0.38008455615793957 + }, + { + "train_step": 8803, + "sup_loss": 0.6622595869812048 + }, + { + "train_step": 8804, + "sup_loss": 0.4018232803945495 + }, + { + "train_step": 8805, + "sup_loss": 0.8231975817284433 + }, + { + "train_step": 8806, + "sup_loss": 0.5603589293823539 + }, + { + "train_step": 8807, + "sup_loss": 0.48390355640967303 + }, + { + "train_step": 8808, + "sup_loss": 0.8949498627156041 + }, + { + "train_step": 8809, + "sup_loss": 0.46341774427910065 + }, + { + "train_step": 8810, + "sup_loss": 0.7422702465740072 + }, + { + "train_step": 8811, + "sup_loss": 0.510750752932377 + }, + { + "train_step": 8812, + "sup_loss": 0.6572145171964685 + }, + { + "train_step": 8813, + "sup_loss": 0.5168789033588962 + }, + { + "train_step": 8814, + "sup_loss": 0.6589529466182625 + }, + { + "train_step": 8815, + "sup_loss": 0.7354684197153504 + }, + { + "train_step": 8816, + "sup_loss": 0.43387017112769855 + }, + { + "train_step": 8817, + "sup_loss": 0.4479751321594171 + }, + { + "train_step": 8818, + "sup_loss": 0.6693284498854346 + }, + { + "train_step": 8819, + "sup_loss": 0.7010310819736613 + }, + { + "train_step": 8820, + "sup_loss": 0.6333716847303243 + }, + { + "train_step": 8821, + "sup_loss": 0.5467430003174314 + }, + { + "train_step": 8822, + "sup_loss": 0.649051002739232 + }, + { + "train_step": 8823, + "sup_loss": 0.5294704433279857 + }, + { + "train_step": 8824, + "sup_loss": 0.5468331316760935 + }, + { + "train_step": 8825, + "sup_loss": 0.7092407420199734 + }, + { + "train_step": 8826, + "sup_loss": 0.7305595383927538 + }, + { + "train_step": 8827, + "sup_loss": 0.5920626900563422 + }, + { + "train_step": 8828, + "sup_loss": 0.47031482908974076 + }, + { + "train_step": 8829, + "sup_loss": 0.7387631420108766 + }, + { + "train_step": 8830, + "sup_loss": 0.2027901533388753 + }, + { + "train_step": 8831, + "sup_loss": 0.6244106306705421 + }, + { + "train_step": 8832, + "sup_loss": 0.4573667545658644 + }, + { + "train_step": 8833, + "sup_loss": 0.5868696106251186 + }, + { + "train_step": 8834, + "sup_loss": 0.6412686863356822 + }, + { + "train_step": 8835, + "sup_loss": 0.672476796741949 + }, + { + "train_step": 8836, + "sup_loss": 0.508694993635788 + }, + { + "train_step": 8837, + "sup_loss": 0.4109743309546223 + }, + { + "train_step": 8838, + "sup_loss": 0.609886471675555 + }, + { + "train_step": 8839, + "sup_loss": 0.5330470094911226 + }, + { + "train_step": 8840, + "sup_loss": 0.6262767086874348 + }, + { + "train_step": 8841, + "sup_loss": 0.46905179719689466 + }, + { + "train_step": 8842, + "sup_loss": 0.6395538337155423 + }, + { + "train_step": 8843, + "sup_loss": 0.4202146046352754 + }, + { + "train_step": 8844, + "sup_loss": 0.7046161464697076 + }, + { + "train_step": 8845, + "sup_loss": 0.6999513056743063 + }, + { + "train_step": 8846, + "sup_loss": 0.6151774968125125 + }, + { + "train_step": 8847, + "sup_loss": 0.4036558332339791 + }, + { + "train_step": 8848, + "sup_loss": 0.5073187876348568 + }, + { + "train_step": 8849, + "sup_loss": 0.7761388689599533 + }, + { + "train_step": 8850, + "sup_loss": 0.569468145616692 + }, + { + "train_step": 8851, + "sup_loss": 0.6524315389104717 + }, + { + "train_step": 8852, + "sup_loss": 0.5479809852993902 + }, + { + "train_step": 8853, + "sup_loss": 0.5174440679945996 + }, + { + "train_step": 8854, + "sup_loss": 0.8476694590746164 + }, + { + "train_step": 8855, + "sup_loss": 0.5002597067365055 + }, + { + "train_step": 8856, + "sup_loss": 0.6536350952220465 + }, + { + "train_step": 8857, + "sup_loss": 0.6329429902909119 + }, + { + "train_step": 8858, + "sup_loss": 0.7426054304274002 + }, + { + "train_step": 8859, + "sup_loss": 0.4519845581045019 + }, + { + "train_step": 8860, + "sup_loss": 0.753661407587859 + }, + { + "train_step": 8861, + "sup_loss": 0.6394177608405596 + }, + { + "train_step": 8862, + "sup_loss": 0.569349450014045 + }, + { + "train_step": 8863, + "sup_loss": 0.6202035533270241 + }, + { + "train_step": 8864, + "sup_loss": 0.4967075889437503 + }, + { + "train_step": 8865, + "sup_loss": 0.5210546914362656 + }, + { + "train_step": 8866, + "sup_loss": 0.5587350428804401 + }, + { + "train_step": 8867, + "sup_loss": 0.7680364687134406 + }, + { + "train_step": 8868, + "sup_loss": 0.6164085681658846 + }, + { + "train_step": 8869, + "sup_loss": 0.4658516372039798 + }, + { + "train_step": 8870, + "sup_loss": 0.49948844728463787 + }, + { + "train_step": 8871, + "sup_loss": 0.5399859053538113 + }, + { + "train_step": 8872, + "sup_loss": 0.3885391407702582 + }, + { + "train_step": 8873, + "sup_loss": 0.38840037532352184 + }, + { + "train_step": 8874, + "sup_loss": 0.6186242173913016 + }, + { + "train_step": 8875, + "sup_loss": 0.6539206470456365 + }, + { + "train_step": 8876, + "sup_loss": 0.846334030793307 + }, + { + "train_step": 8877, + "sup_loss": 0.545755893491177 + }, + { + "train_step": 8878, + "sup_loss": 0.457598679915351 + }, + { + "train_step": 8879, + "sup_loss": 0.5478096150478386 + }, + { + "train_step": 8880, + "sup_loss": 0.6428784417796535 + }, + { + "train_step": 8881, + "sup_loss": 0.5070769085152256 + }, + { + "train_step": 8882, + "sup_loss": 0.6352247828648414 + }, + { + "train_step": 8883, + "sup_loss": 0.46391654084931866 + }, + { + "train_step": 8884, + "sup_loss": 0.7622318960775103 + }, + { + "train_step": 8885, + "sup_loss": 0.6797979236232236 + }, + { + "train_step": 8886, + "sup_loss": 0.6628149720841615 + }, + { + "train_step": 8887, + "sup_loss": 0.3929633667061256 + }, + { + "train_step": 8888, + "sup_loss": 0.5787009127742354 + }, + { + "train_step": 8889, + "sup_loss": 0.3985922860698956 + }, + { + "train_step": 8890, + "sup_loss": 0.4051206086575284 + }, + { + "train_step": 8891, + "sup_loss": 0.6349576207958826 + }, + { + "train_step": 8892, + "sup_loss": 0.7767804846035806 + }, + { + "train_step": 8893, + "sup_loss": 0.567729050756918 + }, + { + "train_step": 8894, + "sup_loss": 0.46307096420228294 + }, + { + "train_step": 8895, + "sup_loss": 0.5660026027815727 + }, + { + "train_step": 8896, + "sup_loss": 0.8080981296679457 + }, + { + "train_step": 8897, + "sup_loss": 0.5902803987591977 + }, + { + "train_step": 8898, + "sup_loss": 0.4468912187101554 + }, + { + "train_step": 8899, + "sup_loss": 0.5650349306557171 + }, + { + "train_step": 8900, + "sup_loss": 0.43694229050409533 + }, + { + "train_step": 8901, + "sup_loss": 0.6294647735603495 + }, + { + "train_step": 8902, + "sup_loss": 0.6084741685878443 + }, + { + "train_step": 8903, + "sup_loss": 0.33042537746477785 + }, + { + "train_step": 8904, + "sup_loss": 0.45781245197680337 + }, + { + "train_step": 8905, + "sup_loss": 0.5937130992649277 + }, + { + "train_step": 8906, + "sup_loss": 0.3338490941259615 + }, + { + "train_step": 8907, + "sup_loss": 0.3625351210384715 + }, + { + "train_step": 8908, + "sup_loss": 0.3728284796841924 + }, + { + "train_step": 8909, + "sup_loss": 0.45563179937038606 + }, + { + "train_step": 8910, + "sup_loss": 0.25522922273151877 + }, + { + "train_step": 8911, + "sup_loss": 0.4232983557984041 + }, + { + "train_step": 8912, + "sup_loss": 0.5243645837889377 + }, + { + "train_step": 8913, + "sup_loss": 0.45883835639564613 + }, + { + "train_step": 8914, + "sup_loss": 0.5268661378706578 + }, + { + "train_step": 8915, + "sup_loss": 0.42511760411525057 + }, + { + "train_step": 8916, + "sup_loss": 0.6976991898662063 + }, + { + "train_step": 8917, + "sup_loss": 0.31583941317851866 + }, + { + "train_step": 8918, + "sup_loss": 0.7515914103580486 + }, + { + "train_step": 8919, + "sup_loss": 0.42609154455194775 + }, + { + "train_step": 8920, + "sup_loss": 0.5820885918560545 + }, + { + "train_step": 8921, + "sup_loss": 0.7188861106519391 + }, + { + "train_step": 8922, + "sup_loss": 0.6937689881423615 + }, + { + "train_step": 8923, + "sup_loss": 0.5885958960170282 + }, + { + "train_step": 8924, + "sup_loss": 0.516730617686093 + }, + { + "train_step": 8925, + "sup_loss": 0.40946512233217075 + }, + { + "train_step": 8926, + "sup_loss": 0.7912443266054677 + }, + { + "train_step": 8927, + "sup_loss": 0.3812291331442197 + }, + { + "train_step": 8928, + "sup_loss": 0.6619559249195416 + }, + { + "train_step": 8929, + "sup_loss": 0.48298625929837624 + }, + { + "train_step": 8930, + "sup_loss": 0.529645187037105 + }, + { + "train_step": 8931, + "sup_loss": 0.6479782796530706 + }, + { + "train_step": 8932, + "sup_loss": 0.6035449904366722 + }, + { + "train_step": 8933, + "sup_loss": 0.7610382147871031 + }, + { + "train_step": 8934, + "sup_loss": 0.5436699267574746 + }, + { + "train_step": 8935, + "sup_loss": 0.6151164345566845 + }, + { + "train_step": 8936, + "sup_loss": 0.52586655484797 + }, + { + "train_step": 8937, + "sup_loss": 0.5108896259836837 + }, + { + "train_step": 8938, + "sup_loss": 0.5302674830551795 + }, + { + "train_step": 8939, + "sup_loss": 0.6037494638281913 + }, + { + "train_step": 8940, + "sup_loss": 0.6695071184596557 + }, + { + "train_step": 8941, + "sup_loss": 0.6911344516701038 + }, + { + "train_step": 8942, + "sup_loss": 0.7640968324539463 + }, + { + "train_step": 8943, + "sup_loss": 0.5935469490715304 + }, + { + "train_step": 8944, + "sup_loss": 0.6191757405696804 + }, + { + "train_step": 8945, + "sup_loss": 0.554086094246138 + }, + { + "train_step": 8946, + "sup_loss": 0.3235017294820199 + }, + { + "train_step": 8947, + "sup_loss": 0.9045494503011364 + }, + { + "train_step": 8948, + "sup_loss": 0.6746024975513465 + }, + { + "train_step": 8949, + "sup_loss": 0.6853530218144879 + }, + { + "train_step": 8950, + "sup_loss": 0.5915904914806215 + }, + { + "train_step": 8951, + "sup_loss": 0.6054092775330238 + }, + { + "train_step": 8952, + "sup_loss": 0.5336946334286751 + }, + { + "train_step": 8953, + "sup_loss": 0.49894066105929624 + }, + { + "train_step": 8954, + "sup_loss": 0.7654213831178855 + }, + { + "train_step": 8955, + "sup_loss": 0.5591695034198969 + }, + { + "train_step": 8956, + "sup_loss": 0.43566121835742216 + }, + { + "train_step": 8957, + "sup_loss": 0.5024847918003295 + }, + { + "train_step": 8958, + "sup_loss": 0.43415857592890567 + }, + { + "train_step": 8959, + "sup_loss": 0.5252869941544688 + }, + { + "train_step": 8960, + "sup_loss": 0.545827273520672 + }, + { + "train_step": 8961, + "sup_loss": 0.3661506635014068 + }, + { + "train_step": 8962, + "sup_loss": 0.6320365240450746 + }, + { + "train_step": 8963, + "sup_loss": 0.47195568503014507 + }, + { + "train_step": 8964, + "sup_loss": 0.44999482290476717 + }, + { + "train_step": 8965, + "sup_loss": 0.6854893993573099 + }, + { + "train_step": 8966, + "sup_loss": 0.8073224550553609 + }, + { + "train_step": 8967, + "sup_loss": 0.5100489161230516 + }, + { + "train_step": 8968, + "sup_loss": 0.4098666908178746 + }, + { + "train_step": 8969, + "sup_loss": 0.49081754795261884 + }, + { + "train_step": 8970, + "sup_loss": 0.582329201994874 + }, + { + "train_step": 8971, + "sup_loss": 0.5998278086190024 + }, + { + "train_step": 8972, + "sup_loss": 0.6193095002945082 + }, + { + "train_step": 8973, + "sup_loss": 0.5866711933642054 + }, + { + "train_step": 8974, + "sup_loss": 0.5899411199590053 + }, + { + "train_step": 8975, + "sup_loss": 0.3783508288365501 + }, + { + "train_step": 8976, + "sup_loss": 0.5500786334956015 + }, + { + "train_step": 8977, + "sup_loss": 0.7483722330939109 + }, + { + "train_step": 8978, + "sup_loss": 0.3624895267255733 + }, + { + "train_step": 8979, + "sup_loss": 0.5426691854467278 + }, + { + "train_step": 8980, + "sup_loss": 0.6767775345118481 + }, + { + "train_step": 8981, + "sup_loss": 0.7425058939877376 + }, + { + "train_step": 8982, + "sup_loss": 0.45766527647033267 + }, + { + "train_step": 8983, + "sup_loss": 0.5226852993465623 + }, + { + "train_step": 8984, + "sup_loss": 0.47811910526469814 + }, + { + "train_step": 8985, + "sup_loss": 0.6517655644479075 + }, + { + "train_step": 8986, + "sup_loss": 0.6274865034220232 + }, + { + "train_step": 8987, + "sup_loss": 0.4411150920945157 + }, + { + "train_step": 8988, + "sup_loss": 0.5421060128589917 + }, + { + "train_step": 8989, + "sup_loss": 0.26881600371200576 + }, + { + "train_step": 8990, + "sup_loss": 0.6060807060345315 + }, + { + "train_step": 8991, + "sup_loss": 0.7049424796867549 + }, + { + "train_step": 8992, + "sup_loss": 0.5794362920194639 + }, + { + "train_step": 8993, + "sup_loss": 0.6357391329557305 + }, + { + "train_step": 8994, + "sup_loss": 0.6196958466095589 + }, + { + "train_step": 8995, + "sup_loss": 0.7068409431453311 + }, + { + "train_step": 8996, + "sup_loss": 0.7606899646710986 + }, + { + "train_step": 8997, + "sup_loss": 0.6640539289803171 + }, + { + "train_step": 8998, + "sup_loss": 0.5940767157347528 + }, + { + "train_step": 8999, + "sup_loss": 0.7567706412169123 + }, + { + "train_step": 9000, + "sup_loss": 0.4733799706956071 + }, + { + "train_step": 9001, + "sup_loss": 0.5584660171452307 + }, + { + "train_step": 9002, + "sup_loss": 0.6608876315303391 + }, + { + "train_step": 9003, + "sup_loss": 0.6112806513321645 + }, + { + "train_step": 9004, + "sup_loss": 0.5821385365292913 + }, + { + "train_step": 9005, + "sup_loss": 0.6460768535304422 + }, + { + "train_step": 9006, + "sup_loss": 0.47642659382041974 + }, + { + "train_step": 9007, + "sup_loss": 0.5565456271966658 + }, + { + "train_step": 9008, + "sup_loss": 0.5547438029245462 + }, + { + "train_step": 9009, + "sup_loss": 0.5507164838187765 + }, + { + "train_step": 9010, + "sup_loss": 0.4946597005289586 + }, + { + "train_step": 9011, + "sup_loss": 0.39218520839524434 + }, + { + "train_step": 9012, + "sup_loss": 0.3240517610538413 + }, + { + "train_step": 9013, + "sup_loss": 0.570959741874072 + }, + { + "train_step": 9014, + "sup_loss": 0.6364693650035047 + }, + { + "train_step": 9015, + "sup_loss": 0.5182659166351002 + }, + { + "train_step": 9016, + "sup_loss": 0.7601496267304308 + }, + { + "train_step": 9017, + "sup_loss": 0.5292696633667817 + }, + { + "train_step": 9018, + "sup_loss": 0.5429064723399549 + }, + { + "train_step": 9019, + "sup_loss": 0.28803710550987455 + }, + { + "train_step": 9020, + "sup_loss": 0.5786584391420208 + }, + { + "train_step": 9021, + "sup_loss": 0.6042347107079828 + }, + { + "train_step": 9022, + "sup_loss": 0.4682907404611541 + }, + { + "train_step": 9023, + "sup_loss": 0.5870469136455729 + }, + { + "train_step": 9024, + "sup_loss": 0.38613376253282533 + }, + { + "train_step": 9025, + "sup_loss": 0.5373655021325003 + }, + { + "train_step": 9026, + "sup_loss": 0.6763061600594249 + }, + { + "train_step": 9027, + "sup_loss": 0.6129646759818976 + }, + { + "train_step": 9028, + "sup_loss": 0.689662660771186 + }, + { + "train_step": 9029, + "sup_loss": 0.42673552570918327 + }, + { + "train_step": 9030, + "sup_loss": 0.6673608229574223 + }, + { + "train_step": 9031, + "sup_loss": 0.4857986585263304 + }, + { + "train_step": 9032, + "sup_loss": 0.4686338365988252 + }, + { + "train_step": 9033, + "sup_loss": 0.5788185326948017 + }, + { + "train_step": 9034, + "sup_loss": 0.6188154141259884 + }, + { + "train_step": 9035, + "sup_loss": 0.6346488346428116 + }, + { + "train_step": 9036, + "sup_loss": 0.8727866132947825 + }, + { + "train_step": 9037, + "sup_loss": 0.6007232197869232 + }, + { + "train_step": 9038, + "sup_loss": 0.4984617840527657 + }, + { + "train_step": 9039, + "sup_loss": 0.5952279254375923 + }, + { + "train_step": 9040, + "sup_loss": 0.5162266774194548 + }, + { + "train_step": 9041, + "sup_loss": 0.4328150678583052 + }, + { + "train_step": 9042, + "sup_loss": 0.3782192577201243 + }, + { + "train_step": 9043, + "sup_loss": 0.6312299529335771 + }, + { + "train_step": 9044, + "sup_loss": 0.5749497733219985 + }, + { + "train_step": 9045, + "sup_loss": 0.3975640785558123 + }, + { + "train_step": 9046, + "sup_loss": 0.4343593232844751 + }, + { + "train_step": 9047, + "sup_loss": 0.5757604362560975 + }, + { + "train_step": 9048, + "sup_loss": 0.4578216064324182 + }, + { + "train_step": 9049, + "sup_loss": 0.6169548348729887 + }, + { + "train_step": 9050, + "sup_loss": 0.3189273388096813 + }, + { + "train_step": 9051, + "sup_loss": 0.6088296941209728 + }, + { + "train_step": 9052, + "sup_loss": 0.4438982743532276 + }, + { + "train_step": 9053, + "sup_loss": 0.37353393556952835 + }, + { + "train_step": 9054, + "sup_loss": 0.7262302575881382 + }, + { + "train_step": 9055, + "sup_loss": 0.5239470682233032 + }, + { + "train_step": 9056, + "sup_loss": 0.40788187000844445 + }, + { + "train_step": 9057, + "sup_loss": 0.5956777023605503 + }, + { + "train_step": 9058, + "sup_loss": 0.5396649540778162 + }, + { + "train_step": 9059, + "sup_loss": 0.48190623420086603 + }, + { + "train_step": 9060, + "sup_loss": 0.4757953391276812 + }, + { + "train_step": 9061, + "sup_loss": 0.4524970206589372 + }, + { + "train_step": 9062, + "sup_loss": 0.6240844782484103 + }, + { + "train_step": 9063, + "sup_loss": 0.5799679367282987 + }, + { + "train_step": 9064, + "sup_loss": 0.3595734975941229 + }, + { + "train_step": 9065, + "sup_loss": 0.4463506884189468 + }, + { + "train_step": 9066, + "sup_loss": 0.5324818632379349 + }, + { + "train_step": 9067, + "sup_loss": 0.490810251758754 + }, + { + "train_step": 9068, + "sup_loss": 0.31164027975742103 + }, + { + "train_step": 9069, + "sup_loss": 0.578307894039892 + }, + { + "train_step": 9070, + "sup_loss": 0.453699273639729 + }, + { + "train_step": 9071, + "sup_loss": 0.7314914637776572 + }, + { + "train_step": 9072, + "sup_loss": 0.5755951701541745 + }, + { + "train_step": 9073, + "sup_loss": 0.681421185676849 + }, + { + "train_step": 9074, + "sup_loss": 0.41056425199764357 + }, + { + "train_step": 9075, + "sup_loss": 0.5428147011870813 + }, + { + "train_step": 9076, + "sup_loss": 0.6157622166122907 + }, + { + "train_step": 9077, + "sup_loss": 0.48430329580029036 + }, + { + "train_step": 9078, + "sup_loss": 0.3971028865443763 + }, + { + "train_step": 9079, + "sup_loss": 0.407374096863935 + }, + { + "train_step": 9080, + "sup_loss": 0.7250981260057068 + }, + { + "train_step": 9081, + "sup_loss": 0.5080698393448134 + }, + { + "train_step": 9082, + "sup_loss": 0.665014314219632 + }, + { + "train_step": 9083, + "sup_loss": 0.47052762829302097 + }, + { + "train_step": 9084, + "sup_loss": 0.6276772952653843 + }, + { + "train_step": 9085, + "sup_loss": 0.497871840299381 + }, + { + "train_step": 9086, + "sup_loss": 0.6488545868264262 + }, + { + "train_step": 9087, + "sup_loss": 0.5970147735354414 + }, + { + "train_step": 9088, + "sup_loss": 0.6192133073339287 + }, + { + "train_step": 9089, + "sup_loss": 0.5258724762577486 + }, + { + "train_step": 9090, + "sup_loss": 0.5574688564220146 + }, + { + "train_step": 9091, + "sup_loss": 0.5634206753798396 + }, + { + "train_step": 9092, + "sup_loss": 0.5169228614408115 + }, + { + "train_step": 9093, + "sup_loss": 0.678752464362648 + }, + { + "train_step": 9094, + "sup_loss": 0.7109559277264829 + }, + { + "train_step": 9095, + "sup_loss": 0.5032440999846552 + }, + { + "train_step": 9096, + "sup_loss": 0.4378074235895447 + }, + { + "train_step": 9097, + "sup_loss": 0.6169515088238683 + }, + { + "train_step": 9098, + "sup_loss": 0.5594630450094897 + }, + { + "train_step": 9099, + "sup_loss": 0.44768070723292236 + }, + { + "train_step": 9100, + "sup_loss": 0.49675193427191877 + }, + { + "train_step": 9101, + "sup_loss": 0.5495602692252468 + }, + { + "train_step": 9102, + "sup_loss": 0.7450518225603153 + }, + { + "train_step": 9103, + "sup_loss": 0.4593565416892589 + }, + { + "train_step": 9104, + "sup_loss": 0.5112329749939691 + }, + { + "train_step": 9105, + "sup_loss": 0.44366023523875947 + }, + { + "train_step": 9106, + "sup_loss": 0.6158849871293176 + }, + { + "train_step": 9107, + "sup_loss": 0.6022335099728389 + }, + { + "train_step": 9108, + "sup_loss": 0.5950415990541678 + }, + { + "train_step": 9109, + "sup_loss": 0.5818188821423751 + }, + { + "train_step": 9110, + "sup_loss": 0.7021452905113459 + }, + { + "train_step": 9111, + "sup_loss": 0.6420596883130876 + }, + { + "train_step": 9112, + "sup_loss": 0.6191245937616445 + }, + { + "train_step": 9113, + "sup_loss": 0.6546803150297228 + }, + { + "train_step": 9114, + "sup_loss": 0.5615352400562584 + }, + { + "train_step": 9115, + "sup_loss": 0.36527855647616403 + }, + { + "train_step": 9116, + "sup_loss": 0.5896294294056018 + }, + { + "train_step": 9117, + "sup_loss": 0.6539425799744523 + }, + { + "train_step": 9118, + "sup_loss": 0.48819322245085295 + }, + { + "train_step": 9119, + "sup_loss": 0.7668989017575278 + }, + { + "train_step": 9120, + "sup_loss": 0.7263006941090386 + }, + { + "train_step": 9121, + "sup_loss": 0.5419606657579611 + }, + { + "train_step": 9122, + "sup_loss": 0.5779082602960222 + }, + { + "train_step": 9123, + "sup_loss": 0.6052773407054932 + }, + { + "train_step": 9124, + "sup_loss": 0.43179875843062077 + }, + { + "train_step": 9125, + "sup_loss": 0.4818235581070745 + }, + { + "train_step": 9126, + "sup_loss": 0.4464056696323407 + }, + { + "train_step": 9127, + "sup_loss": 0.5312752376328409 + }, + { + "train_step": 9128, + "sup_loss": 0.7317621347200356 + }, + { + "train_step": 9129, + "sup_loss": 0.7740392311790235 + }, + { + "train_step": 9130, + "sup_loss": 0.8960623271885846 + }, + { + "train_step": 9131, + "sup_loss": 0.3097873367284195 + }, + { + "train_step": 9132, + "sup_loss": 0.34606748367496065 + }, + { + "train_step": 9133, + "sup_loss": 0.553966218168877 + }, + { + "train_step": 9134, + "sup_loss": 0.33240357755080596 + }, + { + "train_step": 9135, + "sup_loss": 0.47689404299518107 + }, + { + "train_step": 9136, + "sup_loss": 0.29371050990032516 + }, + { + "train_step": 9137, + "sup_loss": 0.5439936819545474 + }, + { + "train_step": 9138, + "sup_loss": 0.49477581912172397 + }, + { + "train_step": 9139, + "sup_loss": 0.464810354430594 + }, + { + "train_step": 9140, + "sup_loss": 0.5561551423089465 + }, + { + "train_step": 9141, + "sup_loss": 0.44700740355363694 + }, + { + "train_step": 9142, + "sup_loss": 0.7348363449212748 + }, + { + "train_step": 9143, + "sup_loss": 0.5741295682788179 + }, + { + "train_step": 9144, + "sup_loss": 0.4581999299561861 + }, + { + "train_step": 9145, + "sup_loss": 0.7874393992307721 + }, + { + "train_step": 9146, + "sup_loss": 0.4880359230657798 + }, + { + "train_step": 9147, + "sup_loss": 0.49155669961663445 + }, + { + "train_step": 9148, + "sup_loss": 0.7274959020944405 + }, + { + "train_step": 9149, + "sup_loss": 0.3108539697398508 + }, + { + "train_step": 9150, + "sup_loss": 0.4131785626068902 + }, + { + "train_step": 9151, + "sup_loss": 0.5993651131350874 + }, + { + "train_step": 9152, + "sup_loss": 0.489419390626476 + }, + { + "train_step": 9153, + "sup_loss": 0.5216449858959213 + }, + { + "train_step": 9154, + "sup_loss": 0.2205411465563387 + }, + { + "train_step": 9155, + "sup_loss": 1.121653010585956 + }, + { + "train_step": 9156, + "sup_loss": 0.6244148781875384 + }, + { + "train_step": 9157, + "sup_loss": 0.497893873406193 + }, + { + "train_step": 9158, + "sup_loss": 0.6340825919610302 + }, + { + "train_step": 9159, + "sup_loss": 0.3055893246165315 + }, + { + "train_step": 9160, + "sup_loss": 0.6236893270123057 + }, + { + "train_step": 9161, + "sup_loss": 0.6951699622479577 + }, + { + "train_step": 9162, + "sup_loss": 0.4855629329562897 + }, + { + "train_step": 9163, + "sup_loss": 0.4981700356152766 + }, + { + "train_step": 9164, + "sup_loss": 0.5920153681393445 + }, + { + "train_step": 9165, + "sup_loss": 0.43549145384682086 + }, + { + "train_step": 9166, + "sup_loss": 0.5341320015351989 + }, + { + "train_step": 9167, + "sup_loss": 0.5859251250963053 + }, + { + "train_step": 9168, + "sup_loss": 0.3850777779745689 + }, + { + "train_step": 9169, + "sup_loss": 0.6338189916108216 + }, + { + "train_step": 9170, + "sup_loss": 0.47274622454980403 + }, + { + "train_step": 9171, + "sup_loss": 0.3830991232462069 + }, + { + "train_step": 9172, + "sup_loss": 0.7097534128013516 + }, + { + "train_step": 9173, + "sup_loss": 0.5405903539968313 + }, + { + "train_step": 9174, + "sup_loss": 0.3702622903070072 + }, + { + "train_step": 9175, + "sup_loss": 0.44855546014216735 + }, + { + "train_step": 9176, + "sup_loss": 0.6672826564833614 + }, + { + "train_step": 9177, + "sup_loss": 0.505317056287724 + }, + { + "train_step": 9178, + "sup_loss": 0.6923170555467789 + }, + { + "train_step": 9179, + "sup_loss": 0.48837370102447925 + }, + { + "train_step": 9180, + "sup_loss": 0.7000610979313079 + }, + { + "train_step": 9181, + "sup_loss": 0.6976843547791405 + }, + { + "train_step": 9182, + "sup_loss": 0.5733273730634338 + }, + { + "train_step": 9183, + "sup_loss": 0.46109558881394613 + }, + { + "train_step": 9184, + "sup_loss": 0.4320245599794613 + }, + { + "train_step": 9185, + "sup_loss": 0.6344882895360878 + }, + { + "train_step": 9186, + "sup_loss": 0.7122844295951052 + }, + { + "train_step": 9187, + "sup_loss": 0.44498741408724346 + }, + { + "train_step": 9188, + "sup_loss": 0.5494529267508846 + }, + { + "train_step": 9189, + "sup_loss": 0.4083177235196288 + }, + { + "train_step": 9190, + "sup_loss": 0.573329680065112 + }, + { + "train_step": 9191, + "sup_loss": 0.4366255365742745 + }, + { + "train_step": 9192, + "sup_loss": 0.5196678118363716 + }, + { + "train_step": 9193, + "sup_loss": 0.799874992349036 + }, + { + "train_step": 9194, + "sup_loss": 0.5581807367246078 + }, + { + "train_step": 9195, + "sup_loss": 0.7661536586420274 + }, + { + "train_step": 9196, + "sup_loss": 0.41669660753964 + }, + { + "train_step": 9197, + "sup_loss": 0.6430184662392537 + }, + { + "train_step": 9198, + "sup_loss": 0.4726241906853935 + }, + { + "train_step": 9199, + "sup_loss": 0.39644774307006236 + }, + { + "train_step": 9200, + "sup_loss": 0.5511634109054271 + }, + { + "train_step": 9201, + "sup_loss": 0.4539542541077628 + }, + { + "train_step": 9202, + "sup_loss": 0.5202446528091937 + }, + { + "train_step": 9203, + "sup_loss": 0.5395018601145211 + }, + { + "train_step": 9204, + "sup_loss": 0.7785403871520733 + }, + { + "train_step": 9205, + "sup_loss": 0.5119249140953608 + }, + { + "train_step": 9206, + "sup_loss": 0.6286059700926062 + }, + { + "train_step": 9207, + "sup_loss": 0.7146433504429645 + }, + { + "train_step": 9208, + "sup_loss": 0.6126327352717342 + }, + { + "train_step": 9209, + "sup_loss": 0.663061206837106 + }, + { + "train_step": 9210, + "sup_loss": 0.6502456870939497 + }, + { + "train_step": 9211, + "sup_loss": 0.6213479514296966 + }, + { + "train_step": 9212, + "sup_loss": 0.6495020385431399 + }, + { + "train_step": 9213, + "sup_loss": 0.3929977210265017 + }, + { + "train_step": 9214, + "sup_loss": 0.5170396706377101 + }, + { + "train_step": 9215, + "sup_loss": 0.46059899704450086 + }, + { + "train_step": 9216, + "sup_loss": 0.5276681873404533 + }, + { + "train_step": 9217, + "sup_loss": 0.5221432574095691 + }, + { + "train_step": 9218, + "sup_loss": 0.5262839781918246 + }, + { + "train_step": 9219, + "sup_loss": 0.5419370381401821 + }, + { + "train_step": 9220, + "sup_loss": 0.49790371903612 + }, + { + "train_step": 9221, + "sup_loss": 0.7159988470504522 + }, + { + "train_step": 9222, + "sup_loss": 0.6580138389001697 + }, + { + "train_step": 9223, + "sup_loss": 0.3710398864698248 + }, + { + "train_step": 9224, + "sup_loss": 0.6354743595764509 + }, + { + "train_step": 9225, + "sup_loss": 0.6223824924049552 + }, + { + "train_step": 9226, + "sup_loss": 0.6146361046167644 + }, + { + "train_step": 9227, + "sup_loss": 0.7559857427512662 + }, + { + "train_step": 9228, + "sup_loss": 0.5444896266092789 + }, + { + "train_step": 9229, + "sup_loss": 0.5131666453892307 + }, + { + "train_step": 9230, + "sup_loss": 0.6158047192547313 + }, + { + "train_step": 9231, + "sup_loss": 0.5646097601120712 + }, + { + "train_step": 9232, + "sup_loss": 0.6372118662078134 + }, + { + "train_step": 9233, + "sup_loss": 0.6105986496195805 + }, + { + "train_step": 9234, + "sup_loss": 0.46084184955021035 + }, + { + "train_step": 9235, + "sup_loss": 0.5222563324776219 + }, + { + "train_step": 9236, + "sup_loss": 0.5153087834596554 + }, + { + "train_step": 9237, + "sup_loss": 0.5890945278796746 + }, + { + "train_step": 9238, + "sup_loss": 0.6353440262294389 + }, + { + "train_step": 9239, + "sup_loss": 0.7241369205938645 + }, + { + "train_step": 9240, + "sup_loss": 0.395589314161908 + }, + { + "train_step": 9241, + "sup_loss": 0.5488916041847562 + }, + { + "train_step": 9242, + "sup_loss": 0.5343011700515911 + }, + { + "train_step": 9243, + "sup_loss": 0.638964369610741 + }, + { + "train_step": 9244, + "sup_loss": 0.43637601425503963 + }, + { + "train_step": 9245, + "sup_loss": 0.4937359752180349 + }, + { + "train_step": 9246, + "sup_loss": 0.5923234054552041 + }, + { + "train_step": 9247, + "sup_loss": 0.4017968489520614 + }, + { + "train_step": 9248, + "sup_loss": 0.5865721571562009 + }, + { + "train_step": 9249, + "sup_loss": 0.7994249359737857 + }, + { + "train_step": 9250, + "sup_loss": 0.4565746287045219 + }, + { + "train_step": 9251, + "sup_loss": 0.5954472999919194 + }, + { + "train_step": 9252, + "sup_loss": 0.26591835998861396 + }, + { + "train_step": 9253, + "sup_loss": 0.4147414145993057 + }, + { + "train_step": 9254, + "sup_loss": 0.5093274362953705 + }, + { + "train_step": 9255, + "sup_loss": 0.7763389913251333 + }, + { + "train_step": 9256, + "sup_loss": 0.7242831284071447 + }, + { + "train_step": 9257, + "sup_loss": 0.4869089021132899 + }, + { + "train_step": 9258, + "sup_loss": 0.31393428073669566 + }, + { + "train_step": 9259, + "sup_loss": 0.5713942245265445 + }, + { + "train_step": 9260, + "sup_loss": 0.48775345285351496 + }, + { + "train_step": 9261, + "sup_loss": 0.49919575810133243 + }, + { + "train_step": 9262, + "sup_loss": 0.6139306891864253 + }, + { + "train_step": 9263, + "sup_loss": 0.6462744576199552 + }, + { + "train_step": 9264, + "sup_loss": 0.5393105497207901 + }, + { + "train_step": 9265, + "sup_loss": 0.6605712097831021 + }, + { + "train_step": 9266, + "sup_loss": 0.3303646198467689 + }, + { + "train_step": 9267, + "sup_loss": 0.5540449760674535 + }, + { + "train_step": 9268, + "sup_loss": 0.5301573668360148 + }, + { + "train_step": 9269, + "sup_loss": 0.5224586317209025 + }, + { + "train_step": 9270, + "sup_loss": 0.5658029951094836 + }, + { + "train_step": 9271, + "sup_loss": 0.5338055238154135 + }, + { + "train_step": 9272, + "sup_loss": 0.49509260009087647 + }, + { + "train_step": 9273, + "sup_loss": 0.5524668291155304 + }, + { + "train_step": 9274, + "sup_loss": 0.756057050713615 + }, + { + "train_step": 9275, + "sup_loss": 0.5431258612893363 + }, + { + "train_step": 9276, + "sup_loss": 0.4596830373087945 + }, + { + "train_step": 9277, + "sup_loss": 0.5452109265591302 + }, + { + "train_step": 9278, + "sup_loss": 0.6762063068237607 + }, + { + "train_step": 9279, + "sup_loss": 0.6921223657620633 + }, + { + "train_step": 9280, + "sup_loss": 0.5597932793028616 + }, + { + "train_step": 9281, + "sup_loss": 0.6247724717678577 + }, + { + "train_step": 9282, + "sup_loss": 0.4017358808485634 + }, + { + "train_step": 9283, + "sup_loss": 0.68998391146746 + }, + { + "train_step": 9284, + "sup_loss": 0.5898332126189272 + }, + { + "train_step": 9285, + "sup_loss": 0.7576148446937455 + }, + { + "train_step": 9286, + "sup_loss": 0.3910641052217199 + }, + { + "train_step": 9287, + "sup_loss": 0.657163099458536 + }, + { + "train_step": 9288, + "sup_loss": 0.5893752684877016 + }, + { + "train_step": 9289, + "sup_loss": 0.6918124603109906 + }, + { + "train_step": 9290, + "sup_loss": 0.4896338248694625 + }, + { + "train_step": 9291, + "sup_loss": 0.43354641535003946 + }, + { + "train_step": 9292, + "sup_loss": 0.567747810058083 + }, + { + "train_step": 9293, + "sup_loss": 0.6363683334881387 + }, + { + "train_step": 9294, + "sup_loss": 0.4433505036101362 + }, + { + "train_step": 9295, + "sup_loss": 0.5229028389919845 + }, + { + "train_step": 9296, + "sup_loss": 0.7361529379576407 + }, + { + "train_step": 9297, + "sup_loss": 0.4664291560908545 + }, + { + "train_step": 9298, + "sup_loss": 0.42421219997512877 + }, + { + "train_step": 9299, + "sup_loss": 0.46742434338596706 + }, + { + "train_step": 9300, + "sup_loss": 0.5584511288062284 + }, + { + "train_step": 9301, + "sup_loss": 0.6541002075834079 + }, + { + "train_step": 9302, + "sup_loss": 0.43287334961569607 + }, + { + "train_step": 9303, + "sup_loss": 0.47475680318432417 + }, + { + "train_step": 9304, + "sup_loss": 0.48205445588815715 + }, + { + "train_step": 9305, + "sup_loss": 0.44594936362298054 + }, + { + "train_step": 9306, + "sup_loss": 0.8187023510431066 + }, + { + "train_step": 9307, + "sup_loss": 0.41575265721154264 + }, + { + "train_step": 9308, + "sup_loss": 0.5814308672985024 + }, + { + "train_step": 9309, + "sup_loss": 0.6952713616647775 + }, + { + "train_step": 9310, + "sup_loss": 0.6191507382163206 + }, + { + "train_step": 9311, + "sup_loss": 0.5853990284442231 + }, + { + "train_step": 9312, + "sup_loss": 0.4662929462896651 + }, + { + "train_step": 9313, + "sup_loss": 0.6848827093286323 + }, + { + "train_step": 9314, + "sup_loss": 0.6040534602154363 + }, + { + "train_step": 9315, + "sup_loss": 0.6031656674511878 + }, + { + "train_step": 9316, + "sup_loss": 0.7321970203673764 + }, + { + "train_step": 9317, + "sup_loss": 0.6582666709916607 + }, + { + "train_step": 9318, + "sup_loss": 0.5362217881020073 + }, + { + "train_step": 9319, + "sup_loss": 0.4640461805353338 + }, + { + "train_step": 9320, + "sup_loss": 0.4562169455840719 + }, + { + "train_step": 9321, + "sup_loss": 0.4034416592718485 + }, + { + "train_step": 9322, + "sup_loss": 0.8612441592035082 + }, + { + "train_step": 9323, + "sup_loss": 0.5384429736445074 + }, + { + "train_step": 9324, + "sup_loss": 0.32694433699499464 + }, + { + "train_step": 9325, + "sup_loss": 0.3339148197407112 + }, + { + "train_step": 9326, + "sup_loss": 0.43787689892327875 + }, + { + "train_step": 9327, + "sup_loss": 0.6461401593748654 + }, + { + "train_step": 9328, + "sup_loss": 0.7202300458847876 + }, + { + "train_step": 9329, + "sup_loss": 0.3998948785048506 + }, + { + "train_step": 9330, + "sup_loss": 0.5603844453285918 + }, + { + "train_step": 9331, + "sup_loss": 0.7967923840397196 + }, + { + "train_step": 9332, + "sup_loss": 0.6693263572558061 + }, + { + "train_step": 9333, + "sup_loss": 0.6527817892979287 + }, + { + "train_step": 9334, + "sup_loss": 1.3973144165208211 + }, + { + "train_step": 9335, + "sup_loss": 0.5040941540262179 + }, + { + "train_step": 9336, + "sup_loss": 0.6010316205489795 + }, + { + "train_step": 9337, + "sup_loss": 0.5211183384897876 + }, + { + "train_step": 9338, + "sup_loss": 0.5698458423733664 + }, + { + "train_step": 9339, + "sup_loss": 0.5594713455467129 + }, + { + "train_step": 9340, + "sup_loss": 0.502373093025798 + }, + { + "train_step": 9341, + "sup_loss": 0.37542084960451866 + }, + { + "train_step": 9342, + "sup_loss": 0.3700057708526357 + }, + { + "train_step": 9343, + "sup_loss": 0.5074381707744264 + }, + { + "train_step": 9344, + "sup_loss": 0.5896299007739656 + }, + { + "train_step": 9345, + "sup_loss": 0.7042158968735333 + }, + { + "train_step": 9346, + "sup_loss": 0.2941257431493464 + }, + { + "train_step": 9347, + "sup_loss": 0.5812080725588686 + }, + { + "train_step": 9348, + "sup_loss": 0.7804224009915632 + }, + { + "train_step": 9349, + "sup_loss": 0.9340239935574884 + }, + { + "train_step": 9350, + "sup_loss": 0.5472378417730962 + }, + { + "train_step": 9351, + "sup_loss": 0.5854164754176513 + }, + { + "train_step": 9352, + "sup_loss": 0.44115117048890273 + }, + { + "train_step": 9353, + "sup_loss": 0.5338883627843609 + }, + { + "train_step": 9354, + "sup_loss": 0.7740726645464302 + }, + { + "train_step": 9355, + "sup_loss": 0.6295343887827655 + }, + { + "train_step": 9356, + "sup_loss": 0.5788424665005627 + }, + { + "train_step": 9357, + "sup_loss": 0.7045286526711082 + }, + { + "train_step": 9358, + "sup_loss": 0.5007848319830981 + }, + { + "train_step": 9359, + "sup_loss": 0.5678266023328388 + }, + { + "train_step": 9360, + "sup_loss": 0.6503839949570575 + }, + { + "train_step": 9361, + "sup_loss": 0.5069757452580794 + }, + { + "train_step": 9362, + "sup_loss": 0.48187680530944366 + }, + { + "train_step": 9363, + "sup_loss": 0.5905764541509032 + }, + { + "train_step": 9364, + "sup_loss": 0.7459181570881164 + }, + { + "train_step": 9365, + "sup_loss": 0.7005801178509634 + }, + { + "train_step": 9366, + "sup_loss": 0.6150956612332894 + }, + { + "train_step": 9367, + "sup_loss": 0.6259520748269229 + }, + { + "train_step": 9368, + "sup_loss": 0.5189648562400838 + }, + { + "train_step": 9369, + "sup_loss": 0.8051021059194167 + }, + { + "train_step": 9370, + "sup_loss": 0.4305640469925954 + }, + { + "train_step": 9371, + "sup_loss": 0.5834676404434354 + }, + { + "train_step": 9372, + "sup_loss": 0.6737063918351769 + }, + { + "train_step": 9373, + "sup_loss": 0.5432170334592319 + }, + { + "train_step": 9374, + "sup_loss": 0.592097256048801 + }, + { + "train_step": 9375, + "sup_loss": 0.3519231543323644 + }, + { + "train_step": 9376, + "sup_loss": 0.44910715940203483 + }, + { + "train_step": 9377, + "sup_loss": 0.41821676008795955 + }, + { + "train_step": 9378, + "sup_loss": 0.39795304406804854 + }, + { + "train_step": 9379, + "sup_loss": 0.5586461969649764 + }, + { + "train_step": 9380, + "sup_loss": 0.5033881083069615 + }, + { + "train_step": 9381, + "sup_loss": 0.5056468301647968 + }, + { + "train_step": 9382, + "sup_loss": 0.5590349047879941 + }, + { + "train_step": 9383, + "sup_loss": 0.5212989296074485 + }, + { + "train_step": 9384, + "sup_loss": 0.748754761883275 + }, + { + "train_step": 9385, + "sup_loss": 0.6853668847970429 + }, + { + "train_step": 9386, + "sup_loss": 0.4046459158806546 + }, + { + "train_step": 9387, + "sup_loss": 0.5967267248318981 + }, + { + "train_step": 9388, + "sup_loss": 0.4318657694100896 + }, + { + "train_step": 9389, + "sup_loss": 0.6560305166183853 + }, + { + "train_step": 9390, + "sup_loss": 0.5974864048368882 + }, + { + "train_step": 9391, + "sup_loss": 0.7149950324905805 + }, + { + "train_step": 9392, + "sup_loss": 0.5799230215926144 + }, + { + "train_step": 9393, + "sup_loss": 0.4672728870839795 + }, + { + "train_step": 9394, + "sup_loss": 0.6995320790155742 + }, + { + "train_step": 9395, + "sup_loss": 0.49486118659090617 + }, + { + "train_step": 9396, + "sup_loss": 0.5711266423900176 + }, + { + "train_step": 9397, + "sup_loss": 0.4902856670194518 + }, + { + "train_step": 9398, + "sup_loss": 0.6088877473109514 + }, + { + "train_step": 9399, + "sup_loss": 0.5130513701858557 + }, + { + "train_step": 9400, + "sup_loss": 0.5140686045043596 + }, + { + "train_step": 9401, + "sup_loss": 0.44501556528534086 + }, + { + "train_step": 9402, + "sup_loss": 0.5063690127423929 + }, + { + "train_step": 9403, + "sup_loss": 0.5555263851329844 + }, + { + "train_step": 9404, + "sup_loss": 0.6688267490638 + }, + { + "train_step": 9405, + "sup_loss": 0.4101347331362942 + }, + { + "train_step": 9406, + "sup_loss": 0.7169018165450628 + }, + { + "train_step": 9407, + "sup_loss": 0.5028516773293955 + }, + { + "train_step": 9408, + "sup_loss": 0.6188267515308107 + }, + { + "train_step": 9409, + "sup_loss": 0.6130322247792779 + }, + { + "train_step": 9410, + "sup_loss": 0.5664634148591875 + }, + { + "train_step": 9411, + "sup_loss": 0.44498306057955395 + }, + { + "train_step": 9412, + "sup_loss": 0.6683464869097343 + }, + { + "train_step": 9413, + "sup_loss": 0.4628285163315097 + }, + { + "train_step": 9414, + "sup_loss": 0.6342917252477002 + }, + { + "train_step": 9415, + "sup_loss": 0.6780571813397445 + }, + { + "train_step": 9416, + "sup_loss": 0.654271126288617 + }, + { + "train_step": 9417, + "sup_loss": 0.559588986394534 + }, + { + "train_step": 9418, + "sup_loss": 0.5417692749199093 + }, + { + "train_step": 9419, + "sup_loss": 0.6442118979130017 + }, + { + "train_step": 9420, + "sup_loss": 0.5525369124823674 + }, + { + "train_step": 9421, + "sup_loss": 0.6755419143081909 + }, + { + "train_step": 9422, + "sup_loss": 0.479261365632044 + }, + { + "train_step": 9423, + "sup_loss": 0.4974626044927796 + }, + { + "train_step": 9424, + "sup_loss": 0.6071807043050987 + }, + { + "train_step": 9425, + "sup_loss": 0.6433048229506909 + }, + { + "train_step": 9426, + "sup_loss": 0.6395371872758354 + }, + { + "train_step": 9427, + "sup_loss": 0.3815463836963814 + }, + { + "train_step": 9428, + "sup_loss": 0.39611536308544243 + }, + { + "train_step": 9429, + "sup_loss": 0.7941810946171997 + }, + { + "train_step": 9430, + "sup_loss": 0.49887833151320937 + }, + { + "train_step": 9431, + "sup_loss": 0.2393735416262075 + }, + { + "train_step": 9432, + "sup_loss": 0.4626926677195175 + }, + { + "train_step": 9433, + "sup_loss": 0.6222065081086533 + }, + { + "train_step": 9434, + "sup_loss": 0.6553809422543593 + }, + { + "train_step": 9435, + "sup_loss": 0.48505016129763145 + }, + { + "train_step": 9436, + "sup_loss": 0.4749197909446046 + }, + { + "train_step": 9437, + "sup_loss": 0.5183126704700685 + }, + { + "train_step": 9438, + "sup_loss": 0.6229860000793774 + }, + { + "train_step": 9439, + "sup_loss": 0.44852555160187213 + }, + { + "train_step": 9440, + "sup_loss": 0.46636237947508896 + }, + { + "train_step": 9441, + "sup_loss": 0.5406857416784682 + }, + { + "train_step": 9442, + "sup_loss": 0.49675326718229823 + }, + { + "train_step": 9443, + "sup_loss": 0.6397672753015585 + }, + { + "train_step": 9444, + "sup_loss": 0.6009961335189314 + }, + { + "train_step": 9445, + "sup_loss": 0.47202771499124385 + }, + { + "train_step": 9446, + "sup_loss": 0.6693668364822338 + }, + { + "train_step": 9447, + "sup_loss": 0.3977679834381411 + }, + { + "train_step": 9448, + "sup_loss": 0.7283402804707784 + }, + { + "train_step": 9449, + "sup_loss": 0.7380916558465233 + }, + { + "train_step": 9450, + "sup_loss": 0.47275699001318594 + }, + { + "train_step": 9451, + "sup_loss": 0.6116943795352104 + }, + { + "train_step": 9452, + "sup_loss": 0.5852640184347198 + }, + { + "train_step": 9453, + "sup_loss": 0.30920310750509905 + }, + { + "train_step": 9454, + "sup_loss": 0.6819216046216464 + }, + { + "train_step": 9455, + "sup_loss": 0.6951072800134015 + }, + { + "train_step": 9456, + "sup_loss": 0.48612645146919264 + }, + { + "train_step": 9457, + "sup_loss": 0.6710227683963234 + }, + { + "train_step": 9458, + "sup_loss": 0.7271592211220784 + }, + { + "train_step": 9459, + "sup_loss": 0.4197344559123843 + }, + { + "train_step": 9460, + "sup_loss": 0.5035641281719568 + }, + { + "train_step": 9461, + "sup_loss": 0.5988368509645877 + }, + { + "train_step": 9462, + "sup_loss": 0.5636728453484514 + }, + { + "train_step": 9463, + "sup_loss": 0.4992718312807465 + }, + { + "train_step": 9464, + "sup_loss": 0.412678919252288 + }, + { + "train_step": 9465, + "sup_loss": 0.6079840130701077 + }, + { + "train_step": 9466, + "sup_loss": 0.47965229618173677 + }, + { + "train_step": 9467, + "sup_loss": 0.8518925044832415 + }, + { + "train_step": 9468, + "sup_loss": 0.8347713778121746 + }, + { + "train_step": 9469, + "sup_loss": 0.46410195320556913 + }, + { + "train_step": 9470, + "sup_loss": 0.4935410247792916 + }, + { + "train_step": 9471, + "sup_loss": 0.7015058023572265 + }, + { + "train_step": 9472, + "sup_loss": 0.4876222052665704 + }, + { + "train_step": 9473, + "sup_loss": 0.5800415625894939 + }, + { + "train_step": 9474, + "sup_loss": 0.5234991489087537 + }, + { + "train_step": 9475, + "sup_loss": 0.40669857018164257 + }, + { + "train_step": 9476, + "sup_loss": 0.6208411905788603 + }, + { + "train_step": 9477, + "sup_loss": 0.6470897099116842 + }, + { + "train_step": 9478, + "sup_loss": 0.421118201058064 + }, + { + "train_step": 9479, + "sup_loss": 0.6244616079138368 + }, + { + "train_step": 9480, + "sup_loss": 0.6815268861334234 + }, + { + "train_step": 9481, + "sup_loss": 0.4219757345624015 + }, + { + "train_step": 9482, + "sup_loss": 0.5719307079887431 + }, + { + "train_step": 9483, + "sup_loss": 0.35224142472588144 + }, + { + "train_step": 9484, + "sup_loss": 0.42648724304113084 + }, + { + "train_step": 9485, + "sup_loss": 0.5233290627963882 + }, + { + "train_step": 9486, + "sup_loss": 0.3286823729774494 + }, + { + "train_step": 9487, + "sup_loss": 0.31521733504907057 + }, + { + "train_step": 9488, + "sup_loss": 0.6465211141633813 + }, + { + "train_step": 9489, + "sup_loss": 0.7216745869364304 + }, + { + "train_step": 9490, + "sup_loss": 0.5331086073785067 + }, + { + "train_step": 9491, + "sup_loss": 0.6904611286710817 + }, + { + "train_step": 9492, + "sup_loss": 0.4623389666315417 + }, + { + "train_step": 9493, + "sup_loss": 0.6205273236792388 + }, + { + "train_step": 9494, + "sup_loss": 0.74767076239868 + }, + { + "train_step": 9495, + "sup_loss": 0.6724914750541168 + }, + { + "train_step": 9496, + "sup_loss": 0.6212051425781806 + }, + { + "train_step": 9497, + "sup_loss": 0.4035639457437083 + }, + { + "train_step": 9498, + "sup_loss": 0.50640845331402 + }, + { + "train_step": 9499, + "sup_loss": 0.46153018327269774 + }, + { + "train_step": 9500, + "sup_loss": 0.444355239682049 + }, + { + "train_step": 9501, + "sup_loss": 0.40504317743289886 + }, + { + "train_step": 9502, + "sup_loss": 0.7201597657250389 + }, + { + "train_step": 9503, + "sup_loss": 0.6329741352350804 + }, + { + "train_step": 9504, + "sup_loss": 0.5531019677856133 + }, + { + "train_step": 9505, + "sup_loss": 0.6065539444811253 + }, + { + "train_step": 9506, + "sup_loss": 0.4053015255122271 + }, + { + "train_step": 9507, + "sup_loss": 0.24656174715123036 + }, + { + "train_step": 9508, + "sup_loss": 0.6398503950786483 + }, + { + "train_step": 9509, + "sup_loss": 0.5210345734867255 + }, + { + "train_step": 9510, + "sup_loss": 0.6649631359674306 + }, + { + "train_step": 9511, + "sup_loss": 0.597669703249402 + }, + { + "train_step": 9512, + "sup_loss": 0.4076735760966789 + }, + { + "train_step": 9513, + "sup_loss": 0.6202271904018101 + }, + { + "train_step": 9514, + "sup_loss": 0.676972813455796 + }, + { + "train_step": 9515, + "sup_loss": 0.34347340176479146 + }, + { + "train_step": 9516, + "sup_loss": 0.5923824295733187 + }, + { + "train_step": 9517, + "sup_loss": 0.749800253815947 + }, + { + "train_step": 9518, + "sup_loss": 0.5987809948358095 + }, + { + "train_step": 9519, + "sup_loss": 0.4560290410128994 + }, + { + "train_step": 9520, + "sup_loss": 0.6498550098884089 + }, + { + "train_step": 9521, + "sup_loss": 0.38236734850374504 + }, + { + "train_step": 9522, + "sup_loss": 0.5399481795963463 + }, + { + "train_step": 9523, + "sup_loss": 0.5702027186752178 + }, + { + "train_step": 9524, + "sup_loss": 0.48623430298787124 + }, + { + "train_step": 9525, + "sup_loss": 0.6294098601952419 + }, + { + "train_step": 9526, + "sup_loss": 0.15016843194375307 + }, + { + "train_step": 9527, + "sup_loss": 0.51537376307593 + }, + { + "train_step": 9528, + "sup_loss": 0.5668889627259684 + }, + { + "train_step": 9529, + "sup_loss": 0.5825626522092164 + }, + { + "train_step": 9530, + "sup_loss": 0.5133507526779161 + }, + { + "train_step": 9531, + "sup_loss": 0.5329371118905536 + }, + { + "train_step": 9532, + "sup_loss": 0.6541039538944403 + }, + { + "train_step": 9533, + "sup_loss": 0.5879186981995697 + }, + { + "train_step": 9534, + "sup_loss": 0.538503934552458 + }, + { + "train_step": 9535, + "sup_loss": 0.6184567375152369 + }, + { + "train_step": 9536, + "sup_loss": 0.6524675766837081 + }, + { + "train_step": 9537, + "sup_loss": 0.6967741384026138 + }, + { + "train_step": 9538, + "sup_loss": 0.4382787168451676 + }, + { + "train_step": 9539, + "sup_loss": 0.5678391539078831 + }, + { + "train_step": 9540, + "sup_loss": 0.6791549054430643 + }, + { + "train_step": 9541, + "sup_loss": 0.3919680962661765 + }, + { + "train_step": 9542, + "sup_loss": 0.8042736757333532 + }, + { + "train_step": 9543, + "sup_loss": 0.544468911220517 + }, + { + "train_step": 9544, + "sup_loss": 0.4063950830923949 + }, + { + "train_step": 9545, + "sup_loss": 0.8075662458052346 + }, + { + "train_step": 9546, + "sup_loss": 0.4858655346499294 + }, + { + "train_step": 9547, + "sup_loss": 0.711490734396014 + }, + { + "train_step": 9548, + "sup_loss": 0.7886672967310757 + }, + { + "train_step": 9549, + "sup_loss": 0.5505170772715157 + }, + { + "train_step": 9550, + "sup_loss": 0.45676362377331325 + }, + { + "train_step": 9551, + "sup_loss": 0.4747955142567957 + }, + { + "train_step": 9552, + "sup_loss": 0.48516749992564534 + }, + { + "train_step": 9553, + "sup_loss": 0.5822158568756478 + }, + { + "train_step": 9554, + "sup_loss": 0.6683789210684546 + }, + { + "train_step": 9555, + "sup_loss": 0.6469894357069874 + }, + { + "train_step": 9556, + "sup_loss": 0.6121946541203409 + }, + { + "train_step": 9557, + "sup_loss": 0.7918673143553769 + }, + { + "train_step": 9558, + "sup_loss": 0.3650917705390889 + }, + { + "train_step": 9559, + "sup_loss": 0.5660435846355131 + }, + { + "train_step": 9560, + "sup_loss": 0.2914349420284051 + }, + { + "train_step": 9561, + "sup_loss": 0.5030198823326671 + }, + { + "train_step": 9562, + "sup_loss": 0.7012158659954646 + }, + { + "train_step": 9563, + "sup_loss": 0.39306006122514253 + }, + { + "train_step": 9564, + "sup_loss": 0.5480571549054856 + }, + { + "train_step": 9565, + "sup_loss": 0.3756762679779178 + }, + { + "train_step": 9566, + "sup_loss": 0.5587627145140066 + }, + { + "train_step": 9567, + "sup_loss": 0.7712497099807343 + }, + { + "train_step": 9568, + "sup_loss": 0.7318508364735792 + }, + { + "train_step": 9569, + "sup_loss": 0.6021630520539647 + }, + { + "train_step": 9570, + "sup_loss": 0.5608068510037222 + }, + { + "train_step": 9571, + "sup_loss": 0.6788944724070235 + }, + { + "train_step": 9572, + "sup_loss": 0.6405859611927991 + }, + { + "train_step": 9573, + "sup_loss": 0.49076837523799455 + }, + { + "train_step": 9574, + "sup_loss": 0.5649346244419261 + }, + { + "train_step": 9575, + "sup_loss": 0.33749581422257313 + }, + { + "train_step": 9576, + "sup_loss": 0.5086587876073446 + }, + { + "train_step": 9577, + "sup_loss": 0.7813579601943286 + }, + { + "train_step": 9578, + "sup_loss": 0.6489339960087984 + }, + { + "train_step": 9579, + "sup_loss": 0.39867355000152527 + }, + { + "train_step": 9580, + "sup_loss": 0.49020150813874097 + }, + { + "train_step": 9581, + "sup_loss": 0.678663074736676 + }, + { + "train_step": 9582, + "sup_loss": 0.7224755496624694 + }, + { + "train_step": 9583, + "sup_loss": 0.7172743183586888 + }, + { + "train_step": 9584, + "sup_loss": 0.433701747050195 + }, + { + "train_step": 9585, + "sup_loss": 0.45998966012556514 + }, + { + "train_step": 9586, + "sup_loss": 0.6250039356101711 + }, + { + "train_step": 9587, + "sup_loss": 0.7036238555191446 + }, + { + "train_step": 9588, + "sup_loss": 0.36480791575954064 + }, + { + "train_step": 9589, + "sup_loss": 0.7172336533443359 + }, + { + "train_step": 9590, + "sup_loss": 0.5142952613359171 + }, + { + "train_step": 9591, + "sup_loss": 0.640366504852322 + }, + { + "train_step": 9592, + "sup_loss": 0.8209648121117876 + }, + { + "train_step": 9593, + "sup_loss": 0.512906680762978 + }, + { + "train_step": 9594, + "sup_loss": 0.5664860580410239 + }, + { + "train_step": 9595, + "sup_loss": 0.356399742681933 + }, + { + "train_step": 9596, + "sup_loss": 0.5883559481157778 + }, + { + "train_step": 9597, + "sup_loss": 0.50142524343439 + }, + { + "train_step": 9598, + "sup_loss": 0.6020125009747201 + }, + { + "train_step": 9599, + "sup_loss": 0.48983070146457974 + }, + { + "train_step": 9600, + "sup_loss": 0.6914285259471532 + }, + { + "train_step": 9601, + "sup_loss": 0.3540863258423052 + }, + { + "train_step": 9602, + "sup_loss": 0.5184491762623026 + }, + { + "train_step": 9603, + "sup_loss": 0.7081008160868401 + }, + { + "train_step": 9604, + "sup_loss": 0.8012116657913297 + }, + { + "train_step": 9605, + "sup_loss": 0.5179351703171592 + }, + { + "train_step": 9606, + "sup_loss": 0.4537322509036912 + }, + { + "train_step": 9607, + "sup_loss": 0.6293576805391669 + }, + { + "train_step": 9608, + "sup_loss": 0.5511149676298432 + }, + { + "train_step": 9609, + "sup_loss": 0.4136126593667645 + }, + { + "train_step": 9610, + "sup_loss": 0.2786210401265494 + }, + { + "train_step": 9611, + "sup_loss": 0.55557574823729 + }, + { + "train_step": 9612, + "sup_loss": 0.6532774087127372 + }, + { + "train_step": 9613, + "sup_loss": 0.6372252168026507 + }, + { + "train_step": 9614, + "sup_loss": 0.41370356615068915 + }, + { + "train_step": 9615, + "sup_loss": 0.5373499167966569 + }, + { + "train_step": 9616, + "sup_loss": 0.44507433632950244 + }, + { + "train_step": 9617, + "sup_loss": 0.516120009997365 + }, + { + "train_step": 9618, + "sup_loss": 0.5443413155820148 + }, + { + "train_step": 9619, + "sup_loss": 0.7437910594592445 + }, + { + "train_step": 9620, + "sup_loss": 0.6922422185458594 + }, + { + "train_step": 9621, + "sup_loss": 0.5381703666237159 + }, + { + "train_step": 9622, + "sup_loss": 0.4854570641534152 + }, + { + "train_step": 9623, + "sup_loss": 0.7318970230236522 + }, + { + "train_step": 9624, + "sup_loss": 0.5092903723732272 + }, + { + "train_step": 9625, + "sup_loss": 0.7816088553662762 + }, + { + "train_step": 9626, + "sup_loss": 0.40139644352023474 + }, + { + "train_step": 9627, + "sup_loss": 0.5629761459408329 + }, + { + "train_step": 9628, + "sup_loss": 0.810803523652056 + }, + { + "train_step": 9629, + "sup_loss": 0.710317511663844 + }, + { + "train_step": 9630, + "sup_loss": 0.38200376815153975 + }, + { + "train_step": 9631, + "sup_loss": 0.626897329203437 + }, + { + "train_step": 9632, + "sup_loss": 0.6277689734770969 + }, + { + "train_step": 9633, + "sup_loss": 0.5833560012656253 + }, + { + "train_step": 9634, + "sup_loss": 0.608135285301854 + }, + { + "train_step": 9635, + "sup_loss": 0.5017531010143929 + }, + { + "train_step": 9636, + "sup_loss": 0.6514960719136659 + }, + { + "train_step": 9637, + "sup_loss": 0.6218473840412848 + }, + { + "train_step": 9638, + "sup_loss": 0.5259211524944802 + }, + { + "train_step": 9639, + "sup_loss": 0.5890703296648074 + }, + { + "train_step": 9640, + "sup_loss": 0.775437446690239 + }, + { + "train_step": 9641, + "sup_loss": 0.6055683035707131 + }, + { + "train_step": 9642, + "sup_loss": 0.4196880767713335 + }, + { + "train_step": 9643, + "sup_loss": 0.6005995350295656 + }, + { + "train_step": 9644, + "sup_loss": 0.6682658444784755 + }, + { + "train_step": 9645, + "sup_loss": 0.5869143294590634 + }, + { + "train_step": 9646, + "sup_loss": 0.49982169093473844 + }, + { + "train_step": 9647, + "sup_loss": 0.4679543170653463 + }, + { + "train_step": 9648, + "sup_loss": 0.5290861605836205 + }, + { + "train_step": 9649, + "sup_loss": 0.5002922270220049 + }, + { + "train_step": 9650, + "sup_loss": 0.44240034363652664 + }, + { + "train_step": 9651, + "sup_loss": 0.5986742582106249 + }, + { + "train_step": 9652, + "sup_loss": 0.4582700837824564 + }, + { + "train_step": 9653, + "sup_loss": 0.5485350783574262 + }, + { + "train_step": 9654, + "sup_loss": 0.6418677736351439 + }, + { + "train_step": 9655, + "sup_loss": 0.673504437546886 + }, + { + "train_step": 9656, + "sup_loss": 0.5732188060862616 + }, + { + "train_step": 9657, + "sup_loss": 0.5077859376524029 + }, + { + "train_step": 9658, + "sup_loss": 0.5107119572863006 + }, + { + "train_step": 9659, + "sup_loss": 0.561159076581184 + }, + { + "train_step": 9660, + "sup_loss": 0.5081933776546929 + }, + { + "train_step": 9661, + "sup_loss": 0.5539584759035626 + }, + { + "train_step": 9662, + "sup_loss": 0.35907725839432714 + }, + { + "train_step": 9663, + "sup_loss": 0.5090498746659121 + }, + { + "train_step": 9664, + "sup_loss": 0.7011274642265429 + }, + { + "train_step": 9665, + "sup_loss": 0.6839446167721283 + }, + { + "train_step": 9666, + "sup_loss": 0.40276378284371955 + }, + { + "train_step": 9667, + "sup_loss": 0.6314029762136842 + }, + { + "train_step": 9668, + "sup_loss": 0.5184376816703732 + }, + { + "train_step": 9669, + "sup_loss": 0.6467871265699233 + }, + { + "train_step": 9670, + "sup_loss": 0.4717022119603055 + }, + { + "train_step": 9671, + "sup_loss": 0.7252792928126266 + }, + { + "train_step": 9672, + "sup_loss": 0.6038823870635822 + }, + { + "train_step": 9673, + "sup_loss": 0.7231333100797499 + }, + { + "train_step": 9674, + "sup_loss": 0.5516951457603024 + }, + { + "train_step": 9675, + "sup_loss": 0.9100046269968342 + }, + { + "train_step": 9676, + "sup_loss": 0.31965656621373156 + }, + { + "train_step": 9677, + "sup_loss": 0.3874619919916081 + }, + { + "train_step": 9678, + "sup_loss": 0.4701032217192047 + }, + { + "train_step": 9679, + "sup_loss": 0.6760304111703478 + }, + { + "train_step": 9680, + "sup_loss": 0.5583542493043527 + }, + { + "train_step": 9681, + "sup_loss": 0.6606716327616723 + }, + { + "train_step": 9682, + "sup_loss": 0.6598655148673732 + }, + { + "train_step": 9683, + "sup_loss": 0.6319233351243024 + }, + { + "train_step": 9684, + "sup_loss": 0.4878275541374334 + }, + { + "train_step": 9685, + "sup_loss": 0.5384885416602707 + }, + { + "train_step": 9686, + "sup_loss": 0.49535116635232695 + }, + { + "train_step": 9687, + "sup_loss": 0.4175726423102092 + }, + { + "train_step": 9688, + "sup_loss": 0.7356051626752121 + }, + { + "train_step": 9689, + "sup_loss": 0.7293489100001928 + }, + { + "train_step": 9690, + "sup_loss": 0.4929778465726145 + }, + { + "train_step": 9691, + "sup_loss": 0.6330727061915896 + }, + { + "train_step": 9692, + "sup_loss": 0.5692031278723423 + }, + { + "train_step": 9693, + "sup_loss": 0.5374413278309497 + }, + { + "train_step": 9694, + "sup_loss": 0.4315503418116766 + }, + { + "train_step": 9695, + "sup_loss": 0.585773859340286 + }, + { + "train_step": 9696, + "sup_loss": 0.3918647572324325 + }, + { + "train_step": 9697, + "sup_loss": 0.595853387386591 + }, + { + "train_step": 9698, + "sup_loss": 0.7891902214095723 + }, + { + "train_step": 9699, + "sup_loss": 0.5589624259121833 + }, + { + "train_step": 9700, + "sup_loss": 0.6216667894127811 + }, + { + "train_step": 9701, + "sup_loss": 0.5112652694267179 + }, + { + "train_step": 9702, + "sup_loss": 0.8228841235614665 + }, + { + "train_step": 9703, + "sup_loss": 0.47343779489707394 + }, + { + "train_step": 9704, + "sup_loss": 0.34642074176579657 + }, + { + "train_step": 9705, + "sup_loss": 0.5852393530125848 + }, + { + "train_step": 9706, + "sup_loss": 0.7763391470831149 + }, + { + "train_step": 9707, + "sup_loss": 0.4026364555545824 + }, + { + "train_step": 9708, + "sup_loss": 0.5497325522182721 + }, + { + "train_step": 9709, + "sup_loss": 0.7328462326218752 + }, + { + "train_step": 9710, + "sup_loss": 0.4713913880271602 + }, + { + "train_step": 9711, + "sup_loss": 0.6492279063407511 + }, + { + "train_step": 9712, + "sup_loss": 0.7350944631819457 + }, + { + "train_step": 9713, + "sup_loss": 0.5854518745086978 + }, + { + "train_step": 9714, + "sup_loss": 0.6698086742899243 + }, + { + "train_step": 9715, + "sup_loss": 0.6166587931520717 + }, + { + "train_step": 9716, + "sup_loss": 0.5536645090298172 + }, + { + "train_step": 9717, + "sup_loss": 0.49935059808088517 + }, + { + "train_step": 9718, + "sup_loss": 0.4979741636881948 + }, + { + "train_step": 9719, + "sup_loss": 0.5592970433853739 + }, + { + "train_step": 9720, + "sup_loss": 0.6734783075105488 + }, + { + "train_step": 9721, + "sup_loss": 0.47215687189975897 + }, + { + "train_step": 9722, + "sup_loss": 0.5204078221757942 + }, + { + "train_step": 9723, + "sup_loss": 0.5002685011337186 + }, + { + "train_step": 9724, + "sup_loss": 0.4502533609021278 + }, + { + "train_step": 9725, + "sup_loss": 0.46991698526623904 + }, + { + "train_step": 9726, + "sup_loss": 0.6160475559389073 + }, + { + "train_step": 9727, + "sup_loss": 0.538120829705429 + }, + { + "train_step": 9728, + "sup_loss": 0.6499341293661185 + }, + { + "train_step": 9729, + "sup_loss": 0.814758374570753 + }, + { + "train_step": 9730, + "sup_loss": 0.6534637841756648 + }, + { + "train_step": 9731, + "sup_loss": 0.6779624530519739 + }, + { + "train_step": 9732, + "sup_loss": 0.5071878216861163 + }, + { + "train_step": 9733, + "sup_loss": 0.5693862862180422 + }, + { + "train_step": 9734, + "sup_loss": 0.4462340379947757 + }, + { + "train_step": 9735, + "sup_loss": 0.44828971591378125 + }, + { + "train_step": 9736, + "sup_loss": 0.5163196562649227 + }, + { + "train_step": 9737, + "sup_loss": 0.832550563891029 + }, + { + "train_step": 9738, + "sup_loss": 0.4666647766756344 + }, + { + "train_step": 9739, + "sup_loss": 0.5131841692169073 + }, + { + "train_step": 9740, + "sup_loss": 0.5470463691258298 + }, + { + "train_step": 9741, + "sup_loss": 0.5972495305425632 + }, + { + "train_step": 9742, + "sup_loss": 0.592733539928792 + }, + { + "train_step": 9743, + "sup_loss": 0.4987711811417206 + }, + { + "train_step": 9744, + "sup_loss": 0.598614259677165 + }, + { + "train_step": 9745, + "sup_loss": 0.3954248873252851 + }, + { + "train_step": 9746, + "sup_loss": 0.4696128754258996 + }, + { + "train_step": 9747, + "sup_loss": 0.5920032618812267 + }, + { + "train_step": 9748, + "sup_loss": 0.7702539397721023 + }, + { + "train_step": 9749, + "sup_loss": 0.38928342325380577 + }, + { + "train_step": 9750, + "sup_loss": 0.6650121421729371 + }, + { + "train_step": 9751, + "sup_loss": 0.7911949268299485 + }, + { + "train_step": 9752, + "sup_loss": 0.4803508312725518 + }, + { + "train_step": 9753, + "sup_loss": 0.651913903930968 + }, + { + "train_step": 9754, + "sup_loss": 0.6527071125332509 + }, + { + "train_step": 9755, + "sup_loss": 0.6258920321141175 + }, + { + "train_step": 9756, + "sup_loss": 0.5113876320700766 + }, + { + "train_step": 9757, + "sup_loss": 0.6739197116202226 + }, + { + "train_step": 9758, + "sup_loss": 0.4950468763652438 + }, + { + "train_step": 9759, + "sup_loss": 0.6105571045230465 + }, + { + "train_step": 9760, + "sup_loss": 0.5223269896353637 + }, + { + "train_step": 9761, + "sup_loss": 0.5518761858076477 + }, + { + "train_step": 9762, + "sup_loss": 0.6060769899250762 + }, + { + "train_step": 9763, + "sup_loss": 0.3450528701568464 + }, + { + "train_step": 9764, + "sup_loss": 0.35878049146946356 + }, + { + "train_step": 9765, + "sup_loss": 0.38505035603606175 + }, + { + "train_step": 9766, + "sup_loss": 0.5587998964822416 + }, + { + "train_step": 9767, + "sup_loss": 0.5137961914185551 + }, + { + "train_step": 9768, + "sup_loss": 0.5564100560034455 + }, + { + "train_step": 9769, + "sup_loss": 0.6603617756304186 + }, + { + "train_step": 9770, + "sup_loss": 0.4498509621155012 + }, + { + "train_step": 9771, + "sup_loss": 0.7004222190946873 + }, + { + "train_step": 9772, + "sup_loss": 0.7695559291215722 + }, + { + "train_step": 9773, + "sup_loss": 0.4993611176674768 + }, + { + "train_step": 9774, + "sup_loss": 0.8322485861257277 + }, + { + "train_step": 9775, + "sup_loss": 0.5564273697044071 + }, + { + "train_step": 9776, + "sup_loss": 0.3599554774559269 + }, + { + "train_step": 9777, + "sup_loss": 0.6503559547617486 + }, + { + "train_step": 9778, + "sup_loss": 0.3703686868727485 + }, + { + "train_step": 9779, + "sup_loss": 0.20491875372810844 + }, + { + "train_step": 9780, + "sup_loss": 0.5881934287540038 + }, + { + "train_step": 9781, + "sup_loss": 0.5427689792263923 + }, + { + "train_step": 9782, + "sup_loss": 0.4121472512628308 + }, + { + "train_step": 9783, + "sup_loss": 0.5989505077626283 + }, + { + "train_step": 9784, + "sup_loss": 0.7589307217131971 + }, + { + "train_step": 9785, + "sup_loss": 0.4032861541498897 + }, + { + "train_step": 9786, + "sup_loss": 0.5648729071209679 + }, + { + "train_step": 9787, + "sup_loss": 0.5244269905950261 + }, + { + "train_step": 9788, + "sup_loss": 0.5656813872341117 + }, + { + "train_step": 9789, + "sup_loss": 0.44731094326194976 + }, + { + "train_step": 9790, + "sup_loss": 0.6227713615185364 + }, + { + "train_step": 9791, + "sup_loss": 0.5588422689073195 + }, + { + "train_step": 9792, + "sup_loss": 0.26969653358313767 + }, + { + "train_step": 9793, + "sup_loss": 0.6360184328766778 + }, + { + "train_step": 9794, + "sup_loss": 0.6684995443067976 + }, + { + "train_step": 9795, + "sup_loss": 0.5095984711326229 + }, + { + "train_step": 9796, + "sup_loss": 0.5578759887010117 + }, + { + "train_step": 9797, + "sup_loss": 0.6072598780643916 + }, + { + "train_step": 9798, + "sup_loss": 0.8512320855208535 + }, + { + "train_step": 9799, + "sup_loss": 0.4241326739112016 + }, + { + "train_step": 9800, + "sup_loss": 0.6827023871849774 + }, + { + "train_step": 9801, + "sup_loss": 0.6264473827112408 + }, + { + "train_step": 9802, + "sup_loss": 0.5905242260756312 + }, + { + "train_step": 9803, + "sup_loss": 0.7013894657584789 + }, + { + "train_step": 9804, + "sup_loss": 0.5270829749080163 + }, + { + "train_step": 9805, + "sup_loss": 0.22208963301981405 + }, + { + "train_step": 9806, + "sup_loss": 0.5930414759900366 + }, + { + "train_step": 9807, + "sup_loss": 0.3042993338619385 + }, + { + "train_step": 9808, + "sup_loss": 0.6503281729618628 + }, + { + "train_step": 9809, + "sup_loss": 0.6455238000685308 + }, + { + "train_step": 9810, + "sup_loss": 0.4702910833504848 + }, + { + "train_step": 9811, + "sup_loss": 0.3288362326804918 + }, + { + "train_step": 9812, + "sup_loss": 0.6215894783585506 + }, + { + "train_step": 9813, + "sup_loss": 0.48672283230962743 + }, + { + "train_step": 9814, + "sup_loss": 0.5831317043061881 + }, + { + "train_step": 9815, + "sup_loss": 0.3618022637531916 + }, + { + "train_step": 9816, + "sup_loss": 0.6276999139675375 + }, + { + "train_step": 9817, + "sup_loss": 0.6715679926274724 + }, + { + "train_step": 9818, + "sup_loss": 0.5056268637189867 + }, + { + "train_step": 9819, + "sup_loss": 0.6257006544476021 + }, + { + "train_step": 9820, + "sup_loss": 0.7777699144771593 + }, + { + "train_step": 9821, + "sup_loss": 0.7513371147885544 + }, + { + "train_step": 9822, + "sup_loss": 0.7136155625973606 + }, + { + "train_step": 9823, + "sup_loss": 0.6497629499780149 + }, + { + "train_step": 9824, + "sup_loss": 0.46901001770773476 + }, + { + "train_step": 9825, + "sup_loss": 0.8001518610604393 + }, + { + "train_step": 9826, + "sup_loss": 0.5222409254291316 + }, + { + "train_step": 9827, + "sup_loss": 0.45271060881495023 + }, + { + "train_step": 9828, + "sup_loss": 0.6112205620144104 + }, + { + "train_step": 9829, + "sup_loss": 0.4874724676755591 + }, + { + "train_step": 9830, + "sup_loss": 0.399614896932061 + }, + { + "train_step": 9831, + "sup_loss": 0.7478085100027516 + }, + { + "train_step": 9832, + "sup_loss": 0.425002342724102 + }, + { + "train_step": 9833, + "sup_loss": 0.4151445407853818 + }, + { + "train_step": 9834, + "sup_loss": 0.606467528572555 + }, + { + "train_step": 9835, + "sup_loss": 0.6289593063486774 + }, + { + "train_step": 9836, + "sup_loss": 0.6731621812959557 + }, + { + "train_step": 9837, + "sup_loss": 0.7321821733739643 + }, + { + "train_step": 9838, + "sup_loss": 0.6313867324044143 + }, + { + "train_step": 9839, + "sup_loss": 0.5881375834190553 + }, + { + "train_step": 9840, + "sup_loss": 0.6156190486852275 + }, + { + "train_step": 9841, + "sup_loss": 0.46227532201208604 + }, + { + "train_step": 9842, + "sup_loss": 0.7970366641228996 + }, + { + "train_step": 9843, + "sup_loss": 0.7788744330889155 + }, + { + "train_step": 9844, + "sup_loss": 0.5613123168813124 + }, + { + "train_step": 9845, + "sup_loss": 0.6609730647861338 + }, + { + "train_step": 9846, + "sup_loss": 0.42097731632143953 + }, + { + "train_step": 9847, + "sup_loss": 0.34820616497031687 + }, + { + "train_step": 9848, + "sup_loss": 0.420574990865407 + }, + { + "train_step": 9849, + "sup_loss": 0.6498405929162652 + }, + { + "train_step": 9850, + "sup_loss": 0.33921505613440306 + }, + { + "train_step": 9851, + "sup_loss": 0.5424599549733837 + }, + { + "train_step": 9852, + "sup_loss": 0.7426453601830751 + }, + { + "train_step": 9853, + "sup_loss": 0.6613573061242933 + }, + { + "train_step": 9854, + "sup_loss": 0.534131453794151 + }, + { + "train_step": 9855, + "sup_loss": 0.39178089862409665 + }, + { + "train_step": 9856, + "sup_loss": 0.639892171394951 + }, + { + "train_step": 9857, + "sup_loss": 0.5868124256920177 + }, + { + "train_step": 9858, + "sup_loss": 0.4057208521941193 + }, + { + "train_step": 9859, + "sup_loss": 0.5542889043082726 + }, + { + "train_step": 9860, + "sup_loss": 0.5610450993381373 + }, + { + "train_step": 9861, + "sup_loss": 0.6211263848037414 + }, + { + "train_step": 9862, + "sup_loss": 0.5121253179091603 + }, + { + "train_step": 9863, + "sup_loss": 0.6616812827695416 + }, + { + "train_step": 9864, + "sup_loss": 0.6249276268873097 + }, + { + "train_step": 9865, + "sup_loss": 0.5830278458278813 + }, + { + "train_step": 9866, + "sup_loss": 0.568028922335423 + }, + { + "train_step": 9867, + "sup_loss": 0.6604727394287915 + }, + { + "train_step": 9868, + "sup_loss": 0.6708306026922324 + }, + { + "train_step": 9869, + "sup_loss": 0.5736697121348514 + }, + { + "train_step": 9870, + "sup_loss": 0.31635922191138716 + }, + { + "train_step": 9871, + "sup_loss": 0.5408240618390904 + }, + { + "train_step": 9872, + "sup_loss": 0.37808045734886 + }, + { + "train_step": 9873, + "sup_loss": 0.5572826439468858 + }, + { + "train_step": 9874, + "sup_loss": 0.5209886314570622 + }, + { + "train_step": 9875, + "sup_loss": 0.527549348247785 + }, + { + "train_step": 9876, + "sup_loss": 0.5303394743542875 + }, + { + "train_step": 9877, + "sup_loss": 0.5544902403073398 + }, + { + "train_step": 9878, + "sup_loss": 0.6094821975586361 + }, + { + "train_step": 9879, + "sup_loss": 0.5675857482194446 + }, + { + "train_step": 9880, + "sup_loss": 0.4909138901925767 + }, + { + "train_step": 9881, + "sup_loss": 0.6057262880132768 + }, + { + "train_step": 9882, + "sup_loss": 0.6283898043309318 + }, + { + "train_step": 9883, + "sup_loss": 0.6615687626499326 + }, + { + "train_step": 9884, + "sup_loss": 0.6449673586540448 + }, + { + "train_step": 9885, + "sup_loss": 0.7248523487234514 + }, + { + "train_step": 9886, + "sup_loss": 0.6746991521268341 + }, + { + "train_step": 9887, + "sup_loss": 0.4614818642542782 + }, + { + "train_step": 9888, + "sup_loss": 0.6886352862073247 + }, + { + "train_step": 9889, + "sup_loss": 0.4151192381930596 + }, + { + "train_step": 9890, + "sup_loss": 0.5235814846902853 + }, + { + "train_step": 9891, + "sup_loss": 0.5719220252130109 + }, + { + "train_step": 9892, + "sup_loss": 0.42804233985128076 + }, + { + "train_step": 9893, + "sup_loss": 0.7254433599155065 + }, + { + "train_step": 9894, + "sup_loss": 0.5637087173166206 + }, + { + "train_step": 9895, + "sup_loss": 0.5869396567020525 + }, + { + "train_step": 9896, + "sup_loss": 0.3834723384808709 + }, + { + "train_step": 9897, + "sup_loss": 0.6298462511436631 + }, + { + "train_step": 9898, + "sup_loss": 0.6438527128622883 + }, + { + "train_step": 9899, + "sup_loss": 0.4856264844351656 + }, + { + "train_step": 9900, + "sup_loss": 0.5461482493585437 + }, + { + "train_step": 9901, + "sup_loss": 0.5563409872168895 + }, + { + "train_step": 9902, + "sup_loss": 0.5711692479749216 + }, + { + "train_step": 9903, + "sup_loss": 0.6151536753240471 + }, + { + "train_step": 9904, + "sup_loss": 0.6479822036729562 + }, + { + "train_step": 9905, + "sup_loss": 0.5501936313949625 + }, + { + "train_step": 9906, + "sup_loss": 0.4628002511418493 + }, + { + "train_step": 9907, + "sup_loss": 0.592615019924905 + }, + { + "train_step": 9908, + "sup_loss": 0.4708191781544495 + }, + { + "train_step": 9909, + "sup_loss": 0.39724384861715484 + }, + { + "train_step": 9910, + "sup_loss": 0.2208159064523917 + }, + { + "train_step": 9911, + "sup_loss": 0.4803021214426183 + }, + { + "train_step": 9912, + "sup_loss": 0.5851976696459888 + }, + { + "train_step": 9913, + "sup_loss": 0.8565261044753639 + }, + { + "train_step": 9914, + "sup_loss": 0.7176820734147022 + }, + { + "train_step": 9915, + "sup_loss": 0.46799684986082846 + }, + { + "train_step": 9916, + "sup_loss": 0.4136088737254108 + }, + { + "train_step": 9917, + "sup_loss": 0.7215936127389707 + }, + { + "train_step": 9918, + "sup_loss": 0.4179495303161547 + }, + { + "train_step": 9919, + "sup_loss": 0.72151518181051 + }, + { + "train_step": 9920, + "sup_loss": 0.502028943865615 + }, + { + "train_step": 9921, + "sup_loss": 0.896178009707296 + }, + { + "train_step": 9922, + "sup_loss": 0.6656520283088616 + }, + { + "train_step": 9923, + "sup_loss": 0.4930171547492053 + }, + { + "train_step": 9924, + "sup_loss": 0.6939627026849655 + }, + { + "train_step": 9925, + "sup_loss": 0.47208752490254674 + }, + { + "train_step": 9926, + "sup_loss": 0.40973959021055534 + }, + { + "train_step": 9927, + "sup_loss": 0.6499164378111478 + }, + { + "train_step": 9928, + "sup_loss": 0.6153091695395257 + }, + { + "train_step": 9929, + "sup_loss": 0.655458463342722 + }, + { + "train_step": 9930, + "sup_loss": 0.5976492543869292 + }, + { + "train_step": 9931, + "sup_loss": 0.6016499250828706 + }, + { + "train_step": 9932, + "sup_loss": 0.36468878991901915 + }, + { + "train_step": 9933, + "sup_loss": 0.5375490196500778 + }, + { + "train_step": 9934, + "sup_loss": 0.5720625796136244 + }, + { + "train_step": 9935, + "sup_loss": 0.5852236467673718 + }, + { + "train_step": 9936, + "sup_loss": 0.41591306590500404 + }, + { + "train_step": 9937, + "sup_loss": 0.532663509540993 + }, + { + "train_step": 9938, + "sup_loss": 0.5997835885358528 + }, + { + "train_step": 9939, + "sup_loss": 0.7174893971696423 + }, + { + "train_step": 9940, + "sup_loss": 0.5748482398529099 + }, + { + "train_step": 9941, + "sup_loss": 0.4976068656794813 + }, + { + "train_step": 9942, + "sup_loss": 0.6421489624344161 + }, + { + "train_step": 9943, + "sup_loss": 0.40017310268631395 + }, + { + "train_step": 9944, + "sup_loss": 0.5385549783411913 + }, + { + "train_step": 9945, + "sup_loss": 0.3802876471534366 + }, + { + "train_step": 9946, + "sup_loss": 0.6492325399621292 + }, + { + "train_step": 9947, + "sup_loss": 0.49836409438185725 + }, + { + "train_step": 9948, + "sup_loss": 0.4610505827374667 + }, + { + "train_step": 9949, + "sup_loss": 0.4552951431920271 + }, + { + "train_step": 9950, + "sup_loss": 0.8500854362489205 + }, + { + "train_step": 9951, + "sup_loss": 0.5994088990353629 + }, + { + "train_step": 9952, + "sup_loss": 0.6450334829797048 + }, + { + "train_step": 9953, + "sup_loss": 0.6706338837023532 + }, + { + "train_step": 9954, + "sup_loss": 0.6375058300971903 + }, + { + "train_step": 9955, + "sup_loss": 0.6308810874587627 + }, + { + "train_step": 9956, + "sup_loss": 0.670157379536159 + }, + { + "train_step": 9957, + "sup_loss": 0.4032333436418881 + }, + { + "train_step": 9958, + "sup_loss": 0.4693870730140358 + }, + { + "train_step": 9959, + "sup_loss": 0.42925412097735044 + }, + { + "train_step": 9960, + "sup_loss": 0.5916553215644287 + }, + { + "train_step": 9961, + "sup_loss": 0.562131342247948 + }, + { + "train_step": 9962, + "sup_loss": 0.8538973824105532 + }, + { + "train_step": 9963, + "sup_loss": 0.7507131400395607 + }, + { + "train_step": 9964, + "sup_loss": 0.38548821229545877 + }, + { + "train_step": 9965, + "sup_loss": 0.5636237294544043 + }, + { + "train_step": 9966, + "sup_loss": 0.5403332224005061 + }, + { + "train_step": 9967, + "sup_loss": 0.7050194314605209 + }, + { + "train_step": 9968, + "sup_loss": 0.3601464514443089 + }, + { + "train_step": 9969, + "sup_loss": 0.5671343645402848 + }, + { + "train_step": 9970, + "sup_loss": 0.509085953687162 + }, + { + "train_step": 9971, + "sup_loss": 0.6836863502258205 + }, + { + "train_step": 9972, + "sup_loss": 0.4460796871319767 + }, + { + "train_step": 9973, + "sup_loss": 0.48404659416226725 + }, + { + "train_step": 9974, + "sup_loss": 0.37345827247472113 + }, + { + "train_step": 9975, + "sup_loss": 0.755534590038511 + }, + { + "train_step": 9976, + "sup_loss": 0.637867887059635 + }, + { + "train_step": 9977, + "sup_loss": 0.5813068378523616 + }, + { + "train_step": 9978, + "sup_loss": 0.5891866537277841 + }, + { + "train_step": 9979, + "sup_loss": 0.5983562798875859 + }, + { + "train_step": 9980, + "sup_loss": 0.7124695427454346 + }, + { + "train_step": 9981, + "sup_loss": 0.596790785330947 + }, + { + "train_step": 9982, + "sup_loss": 0.5275991387796316 + }, + { + "train_step": 9983, + "sup_loss": 0.5848029862414774 + }, + { + "train_step": 9984, + "sup_loss": 0.5096456648998587 + }, + { + "train_step": 9985, + "sup_loss": 0.7052303171189532 + }, + { + "train_step": 9986, + "sup_loss": 0.524835205775318 + }, + { + "train_step": 9987, + "sup_loss": 0.6904590661227823 + }, + { + "train_step": 9988, + "sup_loss": 0.6364948090541879 + }, + { + "train_step": 9989, + "sup_loss": 0.5736498516139721 + }, + { + "train_step": 9990, + "sup_loss": 0.6291315682109904 + }, + { + "train_step": 9991, + "sup_loss": 0.8457207487390196 + }, + { + "train_step": 9992, + "sup_loss": 0.44074778229593675 + }, + { + "train_step": 9993, + "sup_loss": 0.5185940773027593 + }, + { + "train_step": 9994, + "sup_loss": 0.4399952105027313 + }, + { + "train_step": 9995, + "sup_loss": 0.520846402661939 + }, + { + "train_step": 9996, + "sup_loss": 0.7639733189550135 + }, + { + "train_step": 9997, + "sup_loss": 0.6896359689517666 + }, + { + "train_step": 9998, + "sup_loss": 0.9420635419277491 + }, + { + "train_step": 9999, + "sup_loss": 0.7556307179583747 + }, + { + "train_step": 10000, + "sup_loss": 0.6106767335039616 + } + ], + "floss_episodes": [ + { + "episode": 0, + "train_step": 0, + "steps": [ + { + "step": 0, + "loss": 0.0008834931650198996, + "floss_loss": 0.0008834907785058022, + "kl_loss": 2.395612597183572e-10, + "lyap1_mean": 0.008908528834581375, + "lyap1_max": 0.05537918210029602, + "lyap_mean": 0.0023297073785215616, + "volume_mean": 0.0023297073785215616, + "volume_max": 0.03715287894010544, + "frac_active": 0.5625 + }, + { + "step": 1, + "loss": 0.0005437883082777262, + "floss_loss": 0.0005437883082777262, + "kl_loss": -1.0664339613428246e-20, + "lyap1_mean": 0.025454748421907425, + "lyap1_max": 0.05097999423742294, + "lyap_mean": 0.01733190193772316, + "volume_mean": 0.01733190193772316, + "volume_max": 0.03217626363039017, + "frac_active": 0.875 + }, + { + "step": 2, + "loss": 48.47990417480469, + "floss_loss": 0.0006907657370902598, + "kl_loss": 4.847921371459961, + "lyap1_mean": -0.00677112303674221, + "lyap1_max": 0.029939183965325356, + "lyap_mean": -0.00924393068999052, + "volume_mean": -0.00924393068999052, + "volume_max": 0.026449080556631088, + "frac_active": 0.25 + }, + { + "step": 3, + "loss": 12.63366985321045, + "floss_loss": 0.0009103554766625166, + "kl_loss": 1.2632758617401123, + "lyap1_mean": 0.03862243518233299, + "lyap1_max": 0.058936819434165955, + "lyap_mean": 0.023545771837234497, + "volume_mean": 0.023545771837234497, + "volume_max": 0.04011932760477066, + "frac_active": 0.875 + }, + { + "step": 4, + "loss": 36.69914245605469, + "floss_loss": 8.462732512271032e-05, + "kl_loss": 3.669905662536621, + "lyap1_mean": 0.0015251198783516884, + "lyap1_max": 0.01546127162873745, + "lyap_mean": -0.0025836899876594543, + "volume_mean": -0.0025836899876594543, + "volume_max": 0.004392252769321203, + "frac_active": 0.3125 + }, + { + "step": 5, + "loss": 41.7454833984375, + "floss_loss": 0.0001538900105515495, + "kl_loss": 4.174532890319824, + "lyap1_mean": 0.01285372581332922, + "lyap1_max": 0.024069635197520256, + "lyap_mean": 0.0070623839274048805, + "volume_mean": 0.0070623839274048805, + "volume_max": 0.019012082368135452, + "frac_active": 0.8125 + }, + { + "step": 6, + "loss": 45.32136154174805, + "floss_loss": 0.0005749655538238585, + "kl_loss": 4.532078742980957, + "lyap1_mean": 0.02227272093296051, + "lyap1_max": 0.04010874778032303, + "lyap_mean": 0.016352791339159012, + "volume_mean": 0.016352791339159012, + "volume_max": 0.03832796961069107, + "frac_active": 0.875 + }, + { + "step": 7, + "loss": 36.91105270385742, + "floss_loss": 0.0003563040809240192, + "kl_loss": 3.6910698413848877, + "lyap1_mean": 0.0065550366416573524, + "lyap1_max": 0.03697400540113449, + "lyap_mean": 0.005472937133163214, + "volume_mean": 0.005472937133163214, + "volume_max": 0.035762060433626175, + "frac_active": 0.3125 + }, + { + "step": 8, + "loss": 23.307538986206055, + "floss_loss": 0.00014743482461199164, + "kl_loss": 2.3307392597198486, + "lyap1_mean": 0.01440929900854826, + "lyap1_max": 0.03144616633653641, + "lyap_mean": 0.005620843730866909, + "volume_mean": 0.005620843730866909, + "volume_max": 0.014997245743870735, + "frac_active": 0.75 + }, + { + "step": 9, + "loss": 48.39494705200195, + "floss_loss": 0.0002914927317760885, + "kl_loss": 4.839465618133545, + "lyap1_mean": 0.0056801531463861465, + "lyap1_max": 0.03919310122728348, + "lyap_mean": 0.0019881827756762505, + "volume_mean": 0.0019881827756762505, + "volume_max": 0.02870098687708378, + "frac_active": 0.3125 + }, + { + "step": 10, + "loss": 17.454030990600586, + "floss_loss": 2.804514952003956e-05, + "kl_loss": 1.7454001903533936, + "lyap1_mean": 0.001485426677390933, + "lyap1_max": 0.0050211441703140736, + "lyap_mean": -0.0022049471735954285, + "volume_mean": -0.0022049471735954285, + "volume_max": 0.0013362378813326359, + "frac_active": 0.25 + }, + { + "step": 11, + "loss": 14.026840209960938, + "floss_loss": 3.845579703920521e-05, + "kl_loss": 1.4026801586151123, + "lyap1_mean": -0.004541628062725067, + "lyap1_max": 0.00382432178594172, + "lyap_mean": -0.0031566305551677942, + "volume_mean": -0.0031566305551677942, + "volume_max": 0.002625253750011325, + "frac_active": 0.25 + }, + { + "step": 12, + "loss": 21.333127975463867, + "floss_loss": 0.00013472353748511523, + "kl_loss": 2.1332993507385254, + "lyap1_mean": 0.007292181719094515, + "lyap1_max": 0.027924882248044014, + "lyap_mean": 0.003050178289413452, + "volume_mean": 0.003050178289413452, + "volume_max": 0.019201770424842834, + "frac_active": 0.5 + }, + { + "step": 13, + "loss": 15.557368278503418, + "floss_loss": 0.0002221540780737996, + "kl_loss": 1.5557146072387695, + "lyap1_mean": 0.010208778083324432, + "lyap1_max": 0.016121486201882362, + "lyap_mean": 0.0078115020878612995, + "volume_mean": 0.0078115020878612995, + "volume_max": 0.025799348950386047, + "frac_active": 0.6875 + }, + { + "step": 14, + "loss": 28.046058654785156, + "floss_loss": 0.00017866649432107806, + "kl_loss": 2.8045878410339355, + "lyap1_mean": 0.011626102030277252, + "lyap1_max": 0.02583501860499382, + "lyap_mean": 0.0065911198034882545, + "volume_mean": 0.0065911198034882545, + "volume_max": 0.017254356294870377, + "frac_active": 0.5 + }, + { + "step": 15, + "loss": 22.82073211669922, + "floss_loss": 0.0003385572927072644, + "kl_loss": 2.282039165496826, + "lyap1_mean": 0.015888862311840057, + "lyap1_max": 0.034447334706783295, + "lyap_mean": 0.014448706060647964, + "volume_mean": 0.014448706060647964, + "volume_max": 0.024506254121661186, + "frac_active": 1.0 + }, + { + "step": 16, + "loss": 19.776336669921875, + "floss_loss": 5.7998237025458366e-05, + "kl_loss": 1.9776279926300049, + "lyap1_mean": 0.0073298243805766106, + "lyap1_max": 0.016479669138789177, + "lyap_mean": 0.005497301463037729, + "volume_mean": 0.005497301463037729, + "volume_max": 0.012968097813427448, + "frac_active": 0.8125 + }, + { + "step": 17, + "loss": 73.0819320678711, + "floss_loss": 0.0006014661630615592, + "kl_loss": 7.308132648468018, + "lyap1_mean": 0.029645180329680443, + "lyap1_max": 0.05365302041172981, + "lyap_mean": 0.02117857336997986, + "volume_mean": 0.02117857336997986, + "volume_max": 0.034581974148750305, + "frac_active": 1.0 + }, + { + "step": 18, + "loss": 30.95783042907715, + "floss_loss": 0.00014809668937232345, + "kl_loss": 3.0957682132720947, + "lyap1_mean": 0.009530870243906975, + "lyap1_max": 0.012272289022803307, + "lyap_mean": 0.009462134912610054, + "volume_mean": 0.009462134912610054, + "volume_max": 0.018979767337441444, + "frac_active": 0.9375 + }, + { + "step": 19, + "loss": 11.806107521057129, + "floss_loss": 0.00023386391694657505, + "kl_loss": 1.1805874109268188, + "lyap1_mean": 0.016420438885688782, + "lyap1_max": 0.02855597250163555, + "lyap_mean": 0.013652510941028595, + "volume_mean": 0.013652510941028595, + "volume_max": 0.023160964250564575, + "frac_active": 1.0 + }, + { + "step": 20, + "loss": 26.68339729309082, + "floss_loss": 0.00020127734751440585, + "kl_loss": 2.6683194637298584, + "lyap1_mean": 0.012436607852578163, + "lyap1_max": 0.03543863072991371, + "lyap_mean": 0.01101602241396904, + "volume_mean": 0.01101602241396904, + "volume_max": 0.02410876378417015, + "frac_active": 1.0 + }, + { + "step": 21, + "loss": 25.35411262512207, + "floss_loss": 0.00028364011086523533, + "kl_loss": 2.5353827476501465, + "lyap1_mean": 0.012345340102910995, + "lyap1_max": 0.02388525940477848, + "lyap_mean": 0.011917940340936184, + "volume_mean": 0.011917940340936184, + "volume_max": 0.023842349648475647, + "frac_active": 0.75 + }, + { + "step": 22, + "loss": 20.476131439208984, + "floss_loss": 2.1082163584651425e-05, + "kl_loss": 2.0476109981536865, + "lyap1_mean": 0.0037156837061047554, + "lyap1_max": 0.008434640243649483, + "lyap_mean": 0.00338406627997756, + "volume_mean": 0.00338406627997756, + "volume_max": 0.005380659364163876, + "frac_active": 0.875 + }, + { + "step": 23, + "loss": 11.614727020263672, + "floss_loss": 1.2731325114145875e-05, + "kl_loss": 1.1614714860916138, + "lyap1_mean": 0.0051222797483205795, + "lyap1_max": 0.008285995572805405, + "lyap_mean": 0.0016059760237112641, + "volume_mean": 0.0016059760237112641, + "volume_max": 0.003590562380850315, + "frac_active": 0.5625 + }, + { + "step": 24, + "loss": 10.405295372009277, + "floss_loss": 2.7236594178248197e-05, + "kl_loss": 1.0405267477035522, + "lyap1_mean": -0.0018970688106492162, + "lyap1_max": 0.005201906897127628, + "lyap_mean": -0.0021343883126974106, + "volume_mean": -0.0021343883126974106, + "volume_max": 0.004026214592158794, + "frac_active": 0.3125 + }, + { + "step": 25, + "loss": 26.422801971435547, + "floss_loss": 3.5503064282238483e-05, + "kl_loss": 2.6422765254974365, + "lyap1_mean": 0.0026590542402118444, + "lyap1_max": 0.009327986277639866, + "lyap_mean": 0.00022601312957704067, + "volume_mean": 0.00022601312957704067, + "volume_max": 0.006930793169885874, + "frac_active": 0.625 + }, + { + "step": 26, + "loss": 9.279953002929688, + "floss_loss": 7.213581557152793e-05, + "kl_loss": 0.9279880523681641, + "lyap1_mean": 0.007693742401897907, + "lyap1_max": 0.022599821910262108, + "lyap_mean": 0.0059457020834088326, + "volume_mean": 0.0059457020834088326, + "volume_max": 0.01012200303375721, + "frac_active": 0.875 + }, + { + "step": 27, + "loss": 13.969918251037598, + "floss_loss": 3.17144877044484e-05, + "kl_loss": 1.3969886302947998, + "lyap1_mean": 0.007585657760500908, + "lyap1_max": 0.017142407596111298, + "lyap_mean": 0.002073966432362795, + "volume_mean": 0.002073966432362795, + "volume_max": 0.0034764939919114113, + "frac_active": 0.625 + }, + { + "step": 28, + "loss": 9.840996742248535, + "floss_loss": 3.897798160323873e-05, + "kl_loss": 0.9840958118438721, + "lyap1_mean": 0.006142022088170052, + "lyap1_max": 0.00751948356628418, + "lyap_mean": 0.003907849080860615, + "volume_mean": 0.003907849080860615, + "volume_max": 0.006329408846795559, + "frac_active": 0.8125 + }, + { + "step": 29, + "loss": 10.288400650024414, + "floss_loss": 1.9653885829029605e-05, + "kl_loss": 1.028838038444519, + "lyap1_mean": 0.0005338359042070806, + "lyap1_max": 0.00238565425388515, + "lyap_mean": -2.9312301194295287e-05, + "volume_mean": -2.9312301194295287e-05, + "volume_max": 0.0037022577598690987, + "frac_active": 0.625 + }, + { + "step": 30, + "loss": 13.671530723571777, + "floss_loss": 5.119681736687198e-05, + "kl_loss": 1.3671479225158691, + "lyap1_mean": 0.00668254354968667, + "lyap1_max": 0.014912196435034275, + "lyap_mean": 0.0024577081203460693, + "volume_mean": 0.0024577081203460693, + "volume_max": 0.005385218653827906, + "frac_active": 0.5625 + }, + { + "step": 31, + "loss": 15.837989807128906, + "floss_loss": 2.813652463373728e-05, + "kl_loss": 1.5837961435317993, + "lyap1_mean": 0.004991140216588974, + "lyap1_max": 0.011401329189538956, + "lyap_mean": 0.003074285574257374, + "volume_mean": 0.003074285574257374, + "volume_max": 0.006720458157360554, + "frac_active": 0.6875 + }, + { + "step": 32, + "loss": 11.940606117248535, + "floss_loss": 3.1289426260627806e-05, + "kl_loss": 1.1940574645996094, + "lyap1_mean": -0.00021214148728176951, + "lyap1_max": 0.009039456956088543, + "lyap_mean": -0.0009529589442536235, + "volume_mean": -0.0009529589442536235, + "volume_max": 0.0028007724322378635, + "frac_active": 0.4375 + }, + { + "step": 33, + "loss": 20.83019256591797, + "floss_loss": 1.93382402358111e-05, + "kl_loss": 2.083017349243164, + "lyap1_mean": 0.004024961031973362, + "lyap1_max": 0.010093280114233494, + "lyap_mean": -9.466067422181368e-05, + "volume_mean": -9.466067422181368e-05, + "volume_max": 0.0020027831196784973, + "frac_active": 0.1875 + }, + { + "step": 34, + "loss": 13.809103012084961, + "floss_loss": 4.2026862502098083e-05, + "kl_loss": 1.380906105041504, + "lyap1_mean": 0.007553845643997192, + "lyap1_max": 0.014937730506062508, + "lyap_mean": 0.003026338992640376, + "volume_mean": 0.003026338992640376, + "volume_max": 0.006592629477381706, + "frac_active": 0.6875 + }, + { + "step": 35, + "loss": 11.550023078918457, + "floss_loss": 2.0667883291025646e-05, + "kl_loss": 1.1550002098083496, + "lyap1_mean": 0.003822278929874301, + "lyap1_max": 0.006193685345351696, + "lyap_mean": 0.002657113131135702, + "volume_mean": 0.002657113131135702, + "volume_max": 0.0057522887364029884, + "frac_active": 0.75 + }, + { + "step": 36, + "loss": 10.453292846679688, + "floss_loss": 7.738728891126812e-05, + "kl_loss": 1.0453215837478638, + "lyap1_mean": 0.008002945221960545, + "lyap1_max": 0.0123771782964468, + "lyap_mean": 0.006559967994689941, + "volume_mean": 0.006559967994689941, + "volume_max": 0.011758093722164631, + "frac_active": 0.8125 + }, + { + "step": 37, + "loss": 7.966409206390381, + "floss_loss": 0.00024441879941150546, + "kl_loss": 0.7966164350509644, + "lyap1_mean": 0.01796749234199524, + "lyap1_max": 0.0513046495616436, + "lyap_mean": 0.009123722091317177, + "volume_mean": 0.009123722091317177, + "volume_max": 0.018763400614261627, + "frac_active": 0.8125 + }, + { + "step": 38, + "loss": 9.426351547241211, + "floss_loss": 8.264341886388138e-05, + "kl_loss": 0.9426268935203552, + "lyap1_mean": 0.007178575731813908, + "lyap1_max": 0.013576292432844639, + "lyap_mean": 0.006307824049144983, + "volume_mean": 0.006307824049144983, + "volume_max": 0.013939794152975082, + "frac_active": 0.875 + }, + { + "step": 39, + "loss": 8.821261405944824, + "floss_loss": 0.00011366333637852222, + "kl_loss": 0.8821147680282593, + "lyap1_mean": 0.007497448939830065, + "lyap1_max": 0.00988492090255022, + "lyap_mean": 0.00820883084088564, + "volume_mean": 0.00820883084088564, + "volume_max": 0.012607550248503685, + "frac_active": 0.9375 + }, + { + "step": 40, + "loss": 8.175566673278809, + "floss_loss": 0.0001637009554542601, + "kl_loss": 0.8175402879714966, + "lyap1_mean": 0.013897324912250042, + "lyap1_max": 0.02547696977853775, + "lyap_mean": 0.009532525204122066, + "volume_mean": 0.009532525204122066, + "volume_max": 0.019047122448682785, + "frac_active": 1.0 + }, + { + "step": 41, + "loss": 10.558281898498535, + "floss_loss": 0.00019979610806331038, + "kl_loss": 1.055808186531067, + "lyap1_mean": 0.020458634942770004, + "lyap1_max": 0.03574757277965546, + "lyap_mean": 0.009924707934260368, + "volume_mean": 0.009924707934260368, + "volume_max": 0.017402246594429016, + "frac_active": 0.9375 + }, + { + "step": 42, + "loss": 6.545205593109131, + "floss_loss": 0.00015203695511445403, + "kl_loss": 0.6545053720474243, + "lyap1_mean": 0.009527547284960747, + "lyap1_max": 0.015624008141458035, + "lyap_mean": 0.010366814211010933, + "volume_mean": 0.010366814211010933, + "volume_max": 0.015476996079087257, + "frac_active": 1.0 + }, + { + "step": 43, + "loss": 8.112367630004883, + "floss_loss": 9.023451275425032e-05, + "kl_loss": 0.8112276792526245, + "lyap1_mean": 0.008823014795780182, + "lyap1_max": 0.017065536230802536, + "lyap_mean": 0.007757123559713364, + "volume_mean": 0.007757123559713364, + "volume_max": 0.015893690288066864, + "frac_active": 1.0 + }, + { + "step": 44, + "loss": 6.778186798095703, + "floss_loss": 8.506621816195548e-05, + "kl_loss": 0.6778101921081543, + "lyap1_mean": 0.011656437069177628, + "lyap1_max": 0.0175991989672184, + "lyap_mean": 0.008256718516349792, + "volume_mean": 0.008256718516349792, + "volume_max": 0.011132581159472466, + "frac_active": 1.0 + }, + { + "step": 45, + "loss": 7.227631092071533, + "floss_loss": 2.702154597500339e-05, + "kl_loss": 0.7227603793144226, + "lyap1_mean": 0.0056719789281487465, + "lyap1_max": 0.008047474548220634, + "lyap_mean": 0.003892537672072649, + "volume_mean": 0.003892537672072649, + "volume_max": 0.008006628602743149, + "frac_active": 0.8125 + }, + { + "step": 46, + "loss": 8.019438743591309, + "floss_loss": 0.00010335906699765474, + "kl_loss": 0.8019335865974426, + "lyap1_mean": 0.009692142717540264, + "lyap1_max": 0.01967768371105194, + "lyap_mean": 0.008359501138329506, + "volume_mean": 0.008359501138329506, + "volume_max": 0.01624712347984314, + "frac_active": 1.0 + }, + { + "step": 47, + "loss": 9.107064247131348, + "floss_loss": 3.593409564928152e-05, + "kl_loss": 0.9107027649879456, + "lyap1_mean": 0.00624876469373703, + "lyap1_max": 0.01272211316972971, + "lyap_mean": 0.004666995257139206, + "volume_mean": 0.004666995257139206, + "volume_max": 0.009941361844539642, + "frac_active": 1.0 + }, + { + "step": 48, + "loss": 6.861966609954834, + "floss_loss": 4.264970630174503e-05, + "kl_loss": 0.6861923933029175, + "lyap1_mean": 0.008595552295446396, + "lyap1_max": 0.014381427317857742, + "lyap_mean": 0.005209186114370823, + "volume_mean": 0.005209186114370823, + "volume_max": 0.008269238285720348, + "frac_active": 0.875 + }, + { + "step": 49, + "loss": 7.141152381896973, + "floss_loss": 1.4526299310091417e-05, + "kl_loss": 0.7141138315200806, + "lyap1_mean": 0.00335716363042593, + "lyap1_max": 0.007622826844453812, + "lyap_mean": 0.0019197511719539762, + "volume_mean": 0.0019197511719539762, + "volume_max": 0.00548149086534977, + "frac_active": 0.625 + }, + { + "step": 50, + "loss": 8.592986106872559, + "floss_loss": 8.568327757529914e-06, + "kl_loss": 0.8592977523803711, + "lyap1_mean": 0.0032184168230742216, + "lyap1_max": 0.007546586915850639, + "lyap_mean": 0.001226147636771202, + "volume_mean": 0.001226147636771202, + "volume_max": 0.002962095895782113, + "frac_active": 0.4375 + }, + { + "step": 51, + "loss": 7.397765636444092, + "floss_loss": 6.218575435923412e-05, + "kl_loss": 0.7397703528404236, + "lyap1_mean": 0.008727183565497398, + "lyap1_max": 0.025699930265545845, + "lyap_mean": 0.003431531134992838, + "volume_mean": 0.003431531134992838, + "volume_max": 0.011709874495863914, + "frac_active": 0.6875 + }, + { + "step": 52, + "loss": 6.4594316482543945, + "floss_loss": 2.156967639166396e-05, + "kl_loss": 0.6459410190582275, + "lyap1_mean": -0.0028970048297196627, + "lyap1_max": 0.00013754836982116103, + "lyap_mean": -0.0029524872079491615, + "volume_mean": -0.0029524872079491615, + "volume_max": -0.0004442830104380846, + "frac_active": 0.25 + }, + { + "step": 53, + "loss": 4.193436145782471, + "floss_loss": 1.2975409845239483e-05, + "kl_loss": 0.4193423390388489, + "lyap1_mean": -8.031658944673836e-05, + "lyap1_max": 0.0027091463562101126, + "lyap_mean": -0.00023947001318447292, + "volume_mean": -0.00023947001318447292, + "volume_max": 0.002832037629559636, + "frac_active": 0.4375 + }, + { + "step": 54, + "loss": 5.176523685455322, + "floss_loss": 1.4811014807492029e-05, + "kl_loss": 0.5176509022712708, + "lyap1_mean": 0.0003109418030362576, + "lyap1_max": 0.006022188812494278, + "lyap_mean": -0.002220283029600978, + "volume_mean": -0.002220283029600978, + "volume_max": 0.0008931170450523496, + "frac_active": 0.25 + }, + { + "step": 55, + "loss": 4.609138011932373, + "floss_loss": 4.4933105527888983e-05, + "kl_loss": 0.46090930700302124, + "lyap1_mean": -0.0002534879604354501, + "lyap1_max": 0.005919219460338354, + "lyap_mean": -0.0006125810323283076, + "volume_mean": -0.0006125810323283076, + "volume_max": 0.007352783810347319, + "frac_active": 0.375 + }, + { + "step": 56, + "loss": 3.0538930892944336, + "floss_loss": 1.7853879398899153e-05, + "kl_loss": 0.3053875267505646, + "lyap1_mean": 0.0023036329075694084, + "lyap1_max": 0.004028362222015858, + "lyap_mean": 0.000668379187118262, + "volume_mean": 0.000668379187118262, + "volume_max": 0.004356772173196077, + "frac_active": 0.5 + }, + { + "step": 57, + "loss": 6.3637776374816895, + "floss_loss": 3.838569318759255e-05, + "kl_loss": 0.6363738775253296, + "lyap1_mean": 4.1794730350375175e-05, + "lyap1_max": 0.005522242281585932, + "lyap_mean": -0.001134099205955863, + "volume_mean": -0.001134099205955863, + "volume_max": 0.006469286046922207, + "frac_active": 0.4375 + }, + { + "step": 58, + "loss": 5.770496368408203, + "floss_loss": 1.3044940715190023e-05, + "kl_loss": 0.5770483613014221, + "lyap1_mean": -0.0004747959319502115, + "lyap1_max": 0.0031692914199084044, + "lyap_mean": -0.0010711568174883723, + "volume_mean": -0.0010711568174883723, + "volume_max": 0.0012728606816381216, + "frac_active": 0.375 + }, + { + "step": 59, + "loss": 6.059235095977783, + "floss_loss": 2.9767759770038538e-05, + "kl_loss": 0.6059205532073975, + "lyap1_mean": 0.00026016467018052936, + "lyap1_max": 0.0035180968698114157, + "lyap_mean": 0.00037563941441476345, + "volume_mean": 0.00037563941441476345, + "volume_max": 0.004920287989079952, + "frac_active": 0.4375 + }, + { + "step": 60, + "loss": 3.0710508823394775, + "floss_loss": 9.326804138254374e-05, + "kl_loss": 0.3070957660675049, + "lyap1_mean": 0.007970706559717655, + "lyap1_max": 0.02636088617146015, + "lyap_mean": 0.0012055790284648538, + "volume_mean": 0.0012055790284648538, + "volume_max": 0.014430164359509945, + "frac_active": 0.3125 + }, + { + "step": 61, + "loss": 2.728327512741089, + "floss_loss": 3.090799873461947e-05, + "kl_loss": 0.27282965183258057, + "lyap1_mean": 0.0008092437637969851, + "lyap1_max": 0.003599909832701087, + "lyap_mean": -0.0018452010117471218, + "volume_mean": -0.0018452010117471218, + "volume_max": 0.005546596832573414, + "frac_active": 0.3125 + }, + { + "step": 62, + "loss": 3.179337739944458, + "floss_loss": 2.9281167371664196e-05, + "kl_loss": 0.31793084740638733, + "lyap1_mean": -0.002648575697094202, + "lyap1_max": 0.003166818292811513, + "lyap_mean": -0.003485799999907613, + "volume_mean": -0.003485799999907613, + "volume_max": 0.000741938129067421, + "frac_active": 0.25 + }, + { + "step": 63, + "loss": 3.4704947471618652, + "floss_loss": 0.00018265888502355665, + "kl_loss": 0.34703120589256287, + "lyap1_mean": 0.015149278566241264, + "lyap1_max": 0.049811478704214096, + "lyap_mean": 0.0034335164818912745, + "volume_mean": 0.0034335164818912745, + "volume_max": 0.01635216362774372, + "frac_active": 0.5625 + }, + { + "step": 64, + "loss": 6.5017409324646, + "floss_loss": 4.778735456056893e-05, + "kl_loss": 0.650169312953949, + "lyap1_mean": -0.0016899893525987864, + "lyap1_max": 0.01047984603792429, + "lyap_mean": -0.0036202638875693083, + "volume_mean": -0.0036202638875693083, + "volume_max": 0.0030477007385343313, + "frac_active": 0.25 + }, + { + "step": 65, + "loss": 5.716618537902832, + "floss_loss": 5.877756848349236e-05, + "kl_loss": 0.5716559886932373, + "lyap1_mean": 0.005181933753192425, + "lyap1_max": 0.011178028769791126, + "lyap_mean": -0.0009072496904991567, + "volume_mean": -0.0009072496904991567, + "volume_max": 0.0029224161989986897, + "frac_active": 0.375 + }, + { + "step": 66, + "loss": 6.074275970458984, + "floss_loss": 0.00030295999022200704, + "kl_loss": 0.6073973178863525, + "lyap1_mean": 0.016291014850139618, + "lyap1_max": 0.04566998779773712, + "lyap_mean": 0.007581738755106926, + "volume_mean": 0.007581738755106926, + "volume_max": 0.030360950157046318, + "frac_active": 0.5625 + }, + { + "step": 67, + "loss": 3.2253193855285645, + "floss_loss": 6.616850441787392e-05, + "kl_loss": 0.3225253224372864, + "lyap1_mean": -0.005290730390697718, + "lyap1_max": 0.006540573667734861, + "lyap_mean": -0.0057611120864748955, + "volume_mean": -0.0057611120864748955, + "volume_max": -4.855729639530182e-05, + "frac_active": 0.125 + }, + { + "step": 68, + "loss": 4.591973304748535, + "floss_loss": 5.9116166085004807e-05, + "kl_loss": 0.4591914415359497, + "lyap1_mean": 0.0013255961239337921, + "lyap1_max": 0.013648617081344128, + "lyap_mean": -0.0013794589322060347, + "volume_mean": -0.0013794589322060347, + "volume_max": 0.007197726983577013, + "frac_active": 0.4375 + }, + { + "step": 69, + "loss": 2.116894245147705, + "floss_loss": 9.054351539816707e-05, + "kl_loss": 0.2116803526878357, + "lyap1_mean": 0.0005533723160624504, + "lyap1_max": 0.006080044899135828, + "lyap_mean": -0.003028788138180971, + "volume_mean": -0.003028788138180971, + "volume_max": 0.0029664975591003895, + "frac_active": 0.375 + }, + { + "step": 70, + "loss": 1.2709022760391235, + "floss_loss": 8.047982555581257e-05, + "kl_loss": 0.12708218395709991, + "lyap1_mean": -0.00851445086300373, + "lyap1_max": -0.005159728229045868, + "lyap_mean": -0.008573111146688461, + "volume_mean": -0.008573111146688461, + "volume_max": -0.006472461856901646, + "frac_active": 0.0 + }, + { + "step": 71, + "loss": 3.5480129718780518, + "floss_loss": 0.00012860834249295294, + "kl_loss": 0.3547884523868561, + "lyap1_mean": 0.001514551811851561, + "lyap1_max": 0.023798927664756775, + "lyap_mean": -0.0017934885108843446, + "volume_mean": -0.0017934885108843446, + "volume_max": 0.005287295673042536, + "frac_active": 0.25 + }, + { + "step": 72, + "loss": 1.1274735927581787, + "floss_loss": 7.873759750509635e-05, + "kl_loss": 0.11273949593305588, + "lyap1_mean": 0.004058745689690113, + "lyap1_max": 0.020738588646054268, + "lyap_mean": -0.003913328051567078, + "volume_mean": -0.003913328051567078, + "volume_max": 0.0004050454590469599, + "frac_active": 0.1875 + }, + { + "step": 73, + "loss": 1.3544015884399414, + "floss_loss": 0.0003110565594397485, + "kl_loss": 0.13540905714035034, + "lyap1_mean": 0.019784247502684593, + "lyap1_max": 0.0407557338476181, + "lyap_mean": 0.0028125024400651455, + "volume_mean": 0.0028125024400651455, + "volume_max": 0.011255732737481594, + "frac_active": 0.375 + }, + { + "step": 74, + "loss": 8.448148727416992, + "floss_loss": 0.0003118333697784692, + "kl_loss": 0.8447837233543396, + "lyap1_mean": 0.01572171226143837, + "lyap1_max": 0.05290202423930168, + "lyap_mean": 0.0012649563141167164, + "volume_mean": 0.0012649563141167164, + "volume_max": 0.013589683920145035, + "frac_active": 0.3125 + }, + { + "step": 75, + "loss": 4.0576276779174805, + "floss_loss": 0.00014190345245879143, + "kl_loss": 0.40574854612350464, + "lyap1_mean": 0.0014138896949589252, + "lyap1_max": 0.028415853157639503, + "lyap_mean": -0.00582937803119421, + "volume_mean": -0.00582937803119421, + "volume_max": 0.004668714012950659, + "frac_active": 0.0625 + }, + { + "step": 76, + "loss": 2.185250997543335, + "floss_loss": 0.0001152718105004169, + "kl_loss": 0.2185135781764984, + "lyap1_mean": 3.2460084185004234e-05, + "lyap1_max": 0.021313190460205078, + "lyap_mean": -0.005456503480672836, + "volume_mean": -0.005456503480672836, + "volume_max": 0.005647796671837568, + "frac_active": 0.25 + }, + { + "step": 77, + "loss": 1.6434764862060547, + "floss_loss": 0.0001985628332477063, + "kl_loss": 0.16432778537273407, + "lyap1_mean": -0.009988054633140564, + "lyap1_max": 0.0015632540453225374, + "lyap_mean": -0.013002711348235607, + "volume_mean": -0.013002711348235607, + "volume_max": -0.00676264613866806, + "frac_active": 0.0625 + }, + { + "step": 78, + "loss": 2.7143847942352295, + "floss_loss": 0.00014422401727642864, + "kl_loss": 0.2714240550994873, + "lyap1_mean": -0.0032965161371976137, + "lyap1_max": 0.0018705890979617834, + "lyap_mean": -0.010250218212604523, + "volume_mean": -0.010250218212604523, + "volume_max": -0.006797193083912134, + "frac_active": 0.0625 + }, + { + "step": 79, + "loss": 3.748526096343994, + "floss_loss": 0.00012054595572408289, + "kl_loss": 0.37484055757522583, + "lyap1_mean": -0.0035375962033867836, + "lyap1_max": -0.0003021480224560946, + "lyap_mean": -0.009136868640780449, + "volume_mean": -0.009136868640780449, + "volume_max": -0.004730890970677137, + "frac_active": 0.0625 + }, + { + "step": 80, + "loss": 3.5782103538513184, + "floss_loss": 8.139623969327658e-05, + "kl_loss": 0.35781291127204895, + "lyap1_mean": -0.0029977799858897924, + "lyap1_max": -0.0004776974383275956, + "lyap_mean": -0.007251285947859287, + "volume_mean": -0.007251285947859287, + "volume_max": -0.0015916235279291868, + "frac_active": 0.0625 + }, + { + "step": 81, + "loss": 2.5192315578460693, + "floss_loss": 0.00015007343608886003, + "kl_loss": 0.25190815329551697, + "lyap1_mean": 0.006730047054588795, + "lyap1_max": 0.023556256666779518, + "lyap_mean": -0.005645365919917822, + "volume_mean": -0.005645365919917822, + "volume_max": -0.0004512346349656582, + "frac_active": 0.125 + }, + { + "step": 82, + "loss": 3.7795779705047607, + "floss_loss": 0.00014416564954444766, + "kl_loss": 0.37794336676597595, + "lyap1_mean": -0.005331074353307486, + "lyap1_max": 0.0033492459915578365, + "lyap_mean": -0.009968806989490986, + "volume_mean": -0.009968806989490986, + "volume_max": -0.004011011682450771, + "frac_active": 0.125 + }, + { + "step": 83, + "loss": 1.047003984451294, + "floss_loss": 0.00020933602354489267, + "kl_loss": 0.10467946529388428, + "lyap1_mean": 0.011271539144217968, + "lyap1_max": 0.03198865428566933, + "lyap_mean": -0.004112533759325743, + "volume_mean": -0.004112533759325743, + "volume_max": 0.004370697773993015, + "frac_active": 0.3125 + }, + { + "step": 84, + "loss": 5.4554548263549805, + "floss_loss": 0.00022676223306916654, + "kl_loss": 0.5455228090286255, + "lyap1_mean": -0.00829806737601757, + "lyap1_max": 0.004565069917589426, + "lyap_mean": -0.012996233999729156, + "volume_mean": -0.012996233999729156, + "volume_max": -0.008565814234316349, + "frac_active": 0.0625 + }, + { + "step": 85, + "loss": 0.3378761112689972, + "floss_loss": 0.00022637724759988487, + "kl_loss": 0.033764973282814026, + "lyap1_mean": -0.011325396597385406, + "lyap1_max": -0.007674462161958218, + "lyap_mean": -0.013665023259818554, + "volume_mean": -0.013665023259818554, + "volume_max": -0.005578001029789448, + "frac_active": 0.0 + }, + { + "step": 86, + "loss": 1.1604382991790771, + "floss_loss": 0.00024267325352411717, + "kl_loss": 0.11601955443620682, + "lyap1_mean": -0.006364420056343079, + "lyap1_max": 0.004940081853419542, + "lyap_mean": -0.007150905206799507, + "volume_mean": -0.007150905206799507, + "volume_max": 0.004892322234809399, + "frac_active": 0.25 + }, + { + "step": 87, + "loss": 1.1435595750808716, + "floss_loss": 0.00020066233992110938, + "kl_loss": 0.11433589458465576, + "lyap1_mean": -0.00565579067915678, + "lyap1_max": 0.020505478605628014, + "lyap_mean": -0.008611653000116348, + "volume_mean": -0.008611653000116348, + "volume_max": 0.0030555319972336292, + "frac_active": 0.125 + }, + { + "step": 88, + "loss": 0.6583454608917236, + "floss_loss": 0.00015822434215806425, + "kl_loss": 0.06581871956586838, + "lyap1_mean": 0.006111658178269863, + "lyap1_max": 0.02280968241393566, + "lyap_mean": -0.004693640395998955, + "volume_mean": -0.004693640395998955, + "volume_max": 0.010472467169165611, + "frac_active": 0.3125 + }, + { + "step": 89, + "loss": 3.6331939697265625, + "floss_loss": 0.00024032662622630596, + "kl_loss": 0.36329537630081177, + "lyap1_mean": 0.005626411642879248, + "lyap1_max": 0.030061380937695503, + "lyap_mean": -0.005643717013299465, + "volume_mean": -0.005643717013299465, + "volume_max": 0.0022815223783254623, + "frac_active": 0.25 + }, + { + "step": 90, + "loss": 2.958897829055786, + "floss_loss": 0.00017860272782854736, + "kl_loss": 0.29587191343307495, + "lyap1_mean": -0.0003538280725479126, + "lyap1_max": 0.010941417887806892, + "lyap_mean": -0.00526502076536417, + "volume_mean": -0.00526502076536417, + "volume_max": 0.006975875236093998, + "frac_active": 0.375 + }, + { + "step": 91, + "loss": 2.3586506843566895, + "floss_loss": 7.18318551662378e-05, + "kl_loss": 0.23585788905620575, + "lyap1_mean": 0.007625012658536434, + "lyap1_max": 0.014565344899892807, + "lyap_mean": -0.0027984939515590668, + "volume_mean": -0.0027984939515590668, + "volume_max": 0.0001584992278367281, + "frac_active": 0.375 + }, + { + "step": 92, + "loss": 0.8572322130203247, + "floss_loss": 0.0001638491521589458, + "kl_loss": 0.08570683747529984, + "lyap1_mean": -0.0021047419868409634, + "lyap1_max": 0.009991692379117012, + "lyap_mean": -0.008550667203962803, + "volume_mean": -0.008550667203962803, + "volume_max": -0.002763418946415186, + "frac_active": 0.25 + }, + { + "step": 93, + "loss": 1.0627504587173462, + "floss_loss": 9.774244244908914e-05, + "kl_loss": 0.10626526921987534, + "lyap1_mean": -0.0015934796538203955, + "lyap1_max": 0.007251949515193701, + "lyap_mean": -0.0061514489352703094, + "volume_mean": -0.0061514489352703094, + "volume_max": 0.00011605690815486014, + "frac_active": 0.25 + }, + { + "step": 94, + "loss": 0.4201700985431671, + "floss_loss": 7.019293843768537e-05, + "kl_loss": 0.04200999066233635, + "lyap1_mean": 0.0037217948120087385, + "lyap1_max": 0.007152872625738382, + "lyap_mean": -0.00229018647223711, + "volume_mean": -0.00229018647223711, + "volume_max": 0.003716873936355114, + "frac_active": 0.5 + }, + { + "step": 95, + "loss": 2.094393491744995, + "floss_loss": 0.00012000423157587647, + "kl_loss": 0.2094273567199707, + "lyap1_mean": 0.013120876625180244, + "lyap1_max": 0.023281743749976158, + "lyap_mean": 0.0006199036724865437, + "volume_mean": 0.0006199036724865437, + "volume_max": 0.009512066841125488, + "frac_active": 0.4375 + }, + { + "step": 96, + "loss": 2.116873025894165, + "floss_loss": 0.0001604474091436714, + "kl_loss": 0.21167126297950745, + "lyap1_mean": 0.00763712776824832, + "lyap1_max": 0.010339374653995037, + "lyap_mean": 0.0031443892512470484, + "volume_mean": 0.0031443892512470484, + "volume_max": 0.008131827227771282, + "frac_active": 0.625 + }, + { + "step": 97, + "loss": 0.06760725378990173, + "floss_loss": 0.00019105325918644667, + "kl_loss": 0.006741619668900967, + "lyap1_mean": 0.006286992225795984, + "lyap1_max": 0.017004339024424553, + "lyap_mean": -0.00297286338172853, + "volume_mean": -0.00297286338172853, + "volume_max": 0.01085321418941021, + "frac_active": 0.375 + }, + { + "step": 98, + "loss": 1.4627796411514282, + "floss_loss": 0.00020028326252941042, + "kl_loss": 0.1462579369544983, + "lyap1_mean": 0.005292606074362993, + "lyap1_max": 0.01828385703265667, + "lyap_mean": -0.00346547388471663, + "volume_mean": -0.00346547388471663, + "volume_max": 0.010911939665675163, + "frac_active": 0.4375 + }, + { + "step": 99, + "loss": 1.070796251296997, + "floss_loss": 0.0002749108534771949, + "kl_loss": 0.10705213248729706, + "lyap1_mean": 0.0041526793502271175, + "lyap1_max": 0.03776339814066887, + "lyap_mean": -0.005182874388992786, + "volume_mean": -0.005182874388992786, + "volume_max": 0.008012955076992512, + "frac_active": 0.3125 + }, + { + "step": 100, + "loss": 0.9274143576622009, + "floss_loss": 0.0002045349683612585, + "kl_loss": 0.09272097796201706, + "lyap1_mean": 0.01393674686551094, + "lyap1_max": 0.036338504403829575, + "lyap_mean": 0.0018028132617473602, + "volume_mean": 0.0018028132617473602, + "volume_max": 0.00950065441429615, + "frac_active": 0.5 + }, + { + "step": 101, + "loss": 0.2807978391647339, + "floss_loss": 0.0005702966591343284, + "kl_loss": 0.028022754937410355, + "lyap1_mean": 0.025822581723332405, + "lyap1_max": 0.07575615495443344, + "lyap_mean": 0.006595582235604525, + "volume_mean": 0.006595582235604525, + "volume_max": 0.03535681590437889, + "frac_active": 0.4375 + }, + { + "step": 102, + "loss": 1.4858136177062988, + "floss_loss": 0.0010232257191091776, + "kl_loss": 0.14847904443740845, + "lyap1_mean": 0.027217498049139977, + "lyap1_max": 0.07834650576114655, + "lyap_mean": 0.005877180956304073, + "volume_mean": 0.005877180956304073, + "volume_max": 0.03135961666703224, + "frac_active": 0.5 + }, + { + "step": 103, + "loss": 1.4700500965118408, + "floss_loss": 0.0001959005167009309, + "kl_loss": 0.14698542654514313, + "lyap1_mean": 0.008115150034427643, + "lyap1_max": 0.024276049807667732, + "lyap_mean": -0.0026299834717065096, + "volume_mean": -0.0026299834717065096, + "volume_max": 0.004290609620511532, + "frac_active": 0.3125 + }, + { + "step": 104, + "loss": 4.242083549499512, + "floss_loss": 0.0002747339603956789, + "kl_loss": 0.42418086528778076, + "lyap1_mean": 0.0025288567412644625, + "lyap1_max": 0.031881485134363174, + "lyap_mean": -0.004935965407639742, + "volume_mean": -0.004935965407639742, + "volume_max": 0.015554467216134071, + "frac_active": 0.375 + }, + { + "step": 105, + "loss": 0.0033085732720792294, + "floss_loss": 0.0003093802370131016, + "kl_loss": 0.00029991930932737887, + "lyap1_mean": 0.0022648111917078495, + "lyap1_max": 0.01948627457022667, + "lyap_mean": -0.011074485257267952, + "volume_mean": -0.011074485257267952, + "volume_max": -0.0009879572317004204, + "frac_active": 0.125 + }, + { + "step": 106, + "loss": 3.6550910472869873, + "floss_loss": 0.00022950477432459593, + "kl_loss": 0.36548614501953125, + "lyap1_mean": -0.00800858810544014, + "lyap1_max": 0.003648527432233095, + "lyap_mean": -0.013072540983557701, + "volume_mean": -0.013072540983557701, + "volume_max": -0.007247472647577524, + "frac_active": 0.0625 + }, + { + "step": 107, + "loss": 1.4847556352615356, + "floss_loss": 0.00031161727383732796, + "kl_loss": 0.14844439923763275, + "lyap1_mean": 0.000867471331730485, + "lyap1_max": 0.017333578318357468, + "lyap_mean": -0.01340620219707489, + "volume_mean": -0.01340620219707489, + "volume_max": -0.008234137669205666, + "frac_active": 0.1875 + }, + { + "step": 108, + "loss": 0.40983688831329346, + "floss_loss": 0.00033621606417000294, + "kl_loss": 0.04095006734132767, + "lyap1_mean": -0.01147374790161848, + "lyap1_max": 0.0038292265962809324, + "lyap_mean": -0.014751652255654335, + "volume_mean": -0.014751652255654335, + "volume_max": 0.00218050554394722, + "frac_active": 0.1875 + }, + { + "step": 109, + "loss": 0.5484265089035034, + "floss_loss": 0.0005320428754203022, + "kl_loss": 0.05478945001959801, + "lyap1_mean": -0.010154353454709053, + "lyap1_max": 0.008063085377216339, + "lyap_mean": -0.02133135311305523, + "volume_mean": -0.02133135311305523, + "volume_max": -0.017419110983610153, + "frac_active": 0.0625 + }, + { + "step": 110, + "loss": 2.2150943279266357, + "floss_loss": 0.00041867000982165337, + "kl_loss": 0.22146756947040558, + "lyap1_mean": -0.01117838267236948, + "lyap1_max": 0.02344372868537903, + "lyap_mean": -0.014181626960635185, + "volume_mean": -0.014181626960635185, + "volume_max": 0.00853494182229042, + "frac_active": 0.1875 + }, + { + "step": 111, + "loss": 0.34524133801460266, + "floss_loss": 0.0005175912519916892, + "kl_loss": 0.034472376108169556, + "lyap1_mean": -0.020591648295521736, + "lyap1_max": -0.012977790087461472, + "lyap_mean": -0.02222517319023609, + "volume_mean": -0.02222517319023609, + "volume_max": -0.01567956805229187, + "frac_active": 0.0 + }, + { + "step": 112, + "loss": 1.1910240650177002, + "floss_loss": 0.0002708513056859374, + "kl_loss": 0.11907532811164856, + "lyap1_mean": -0.0054539879783988, + "lyap1_max": 0.005889564286917448, + "lyap_mean": -0.014516389928758144, + "volume_mean": -0.014516389928758144, + "volume_max": -0.010502870194613934, + "frac_active": 0.0625 + }, + { + "step": 113, + "loss": 0.01158562395721674, + "floss_loss": 0.00030761410016566515, + "kl_loss": 0.001127801020629704, + "lyap1_mean": -0.0024396232329308987, + "lyap1_max": 0.026449821889400482, + "lyap_mean": -0.012594971805810928, + "volume_mean": -0.012594971805810928, + "volume_max": -0.003496580058708787, + "frac_active": 0.125 + }, + { + "step": 114, + "loss": 2.279907703399658, + "floss_loss": 0.00041616102680563927, + "kl_loss": 0.2279491424560547, + "lyap1_mean": -0.018927399069070816, + "lyap1_max": -0.00873451866209507, + "lyap_mean": -0.019095633178949356, + "volume_mean": -0.019095633178949356, + "volume_max": -0.009467218071222305, + "frac_active": 0.0 + }, + { + "step": 115, + "loss": 0.26411786675453186, + "floss_loss": 0.00018604268552735448, + "kl_loss": 0.026393180713057518, + "lyap1_mean": -0.005979974754154682, + "lyap1_max": -0.0008585585164837539, + "lyap_mean": -0.012043805792927742, + "volume_mean": -0.012043805792927742, + "volume_max": -0.00733604934066534, + "frac_active": 0.0 + }, + { + "step": 116, + "loss": 1.6691482067108154, + "floss_loss": 0.00013581309758592397, + "kl_loss": 0.16690124571323395, + "lyap1_mean": -0.004920231178402901, + "lyap1_max": 0.0015642776852473617, + "lyap_mean": -0.007132369559258223, + "volume_mean": -0.007132369559258223, + "volume_max": 0.003325965255498886, + "frac_active": 0.3125 + }, + { + "step": 117, + "loss": 0.29820749163627625, + "floss_loss": 0.000153324130224064, + "kl_loss": 0.029805416241288185, + "lyap1_mean": 0.012272018939256668, + "lyap1_max": 0.02971954643726349, + "lyap_mean": -0.00142203108407557, + "volume_mean": -0.00142203108407557, + "volume_max": 0.005222578998655081, + "frac_active": 0.375 + }, + { + "step": 118, + "loss": 3.5688841342926025, + "floss_loss": 0.00014440233644563705, + "kl_loss": 0.3568739593029022, + "lyap1_mean": 0.005235112272202969, + "lyap1_max": 0.023895544931292534, + "lyap_mean": -0.004616226069629192, + "volume_mean": -0.004616226069629192, + "volume_max": 0.003564100246876478, + "frac_active": 0.25 + }, + { + "step": 119, + "loss": 7.570523738861084, + "floss_loss": 0.0001860886550275609, + "kl_loss": 0.7570337653160095, + "lyap1_mean": 0.01210652943700552, + "lyap1_max": 0.04422162473201752, + "lyap_mean": 0.004320289473980665, + "volume_mean": 0.004320289473980665, + "volume_max": 0.013792555779218674, + "frac_active": 0.5625 + }, + { + "step": 120, + "loss": 0.5411747097969055, + "floss_loss": 0.00011969131446676329, + "kl_loss": 0.054105501621961594, + "lyap1_mean": 0.01484673097729683, + "lyap1_max": 0.01923203282058239, + "lyap_mean": -0.0006749651511199772, + "volume_mean": -0.0006749651511199772, + "volume_max": 0.0025111509021371603, + "frac_active": 0.375 + }, + { + "step": 121, + "loss": 0.0037705234717577696, + "floss_loss": 0.00018636831373441964, + "kl_loss": 0.00035841550561599433, + "lyap1_mean": 0.011695001274347305, + "lyap1_max": 0.028708260506391525, + "lyap_mean": -0.0015078161377459764, + "volume_mean": -0.0015078161377459764, + "volume_max": 0.009289518930017948, + "frac_active": 0.375 + }, + { + "step": 122, + "loss": 3.042957305908203, + "floss_loss": 0.00015488025383092463, + "kl_loss": 0.30428022146224976, + "lyap1_mean": -0.004219934344291687, + "lyap1_max": 0.012022801674902439, + "lyap_mean": -0.003747382201254368, + "volume_mean": -0.003747382201254368, + "volume_max": 0.005349328741431236, + "frac_active": 0.375 + }, + { + "step": 123, + "loss": 0.8635880351066589, + "floss_loss": 0.00014412221207749099, + "kl_loss": 0.0863443911075592, + "lyap1_mean": 0.008423242717981339, + "lyap1_max": 0.02141321636736393, + "lyap_mean": 0.0003034892724826932, + "volume_mean": 0.0003034892724826932, + "volume_max": 0.010226847603917122, + "frac_active": 0.4375 + }, + { + "step": 124, + "loss": 0.12107706815004349, + "floss_loss": 0.00014636365813203156, + "kl_loss": 0.012093069963157177, + "lyap1_mean": -0.003939760383218527, + "lyap1_max": 0.0075214640237390995, + "lyap_mean": -0.004951176233589649, + "volume_mean": -0.004951176233589649, + "volume_max": 0.005887769162654877, + "frac_active": 0.3125 + }, + { + "step": 125, + "loss": 0.29771608114242554, + "floss_loss": 0.0001703509478829801, + "kl_loss": 0.029754573479294777, + "lyap1_mean": -0.0020722183398902416, + "lyap1_max": 0.014647109434008598, + "lyap_mean": -0.00932619534432888, + "volume_mean": -0.00932619534432888, + "volume_max": 0.0017039324156939983, + "frac_active": 0.125 + }, + { + "step": 126, + "loss": 0.011610272340476513, + "floss_loss": 0.0001939692592713982, + "kl_loss": 0.001141630345955491, + "lyap1_mean": -0.0074827345088124275, + "lyap1_max": 0.005248044151812792, + "lyap_mean": -0.010183028876781464, + "volume_mean": -0.010183028876781464, + "volume_max": 0.0008976487442851067, + "frac_active": 0.25 + }, + { + "step": 127, + "loss": 0.2868655025959015, + "floss_loss": 0.0003414214588701725, + "kl_loss": 0.028652409091591835, + "lyap1_mean": -0.01323654130101204, + "lyap1_max": 0.004994675051420927, + "lyap_mean": -0.01701052114367485, + "volume_mean": -0.01701052114367485, + "volume_max": -0.013555610552430153, + "frac_active": 0.0625 + }, + { + "step": 128, + "loss": 0.5137044191360474, + "floss_loss": 0.00035560314427129924, + "kl_loss": 0.05133488029241562, + "lyap1_mean": -0.00749682541936636, + "lyap1_max": 0.0213702991604805, + "lyap_mean": -0.015255356207489967, + "volume_mean": -0.015255356207489967, + "volume_max": -0.00416016997769475, + "frac_active": 0.0625 + }, + { + "step": 129, + "loss": 0.0024789823219180107, + "floss_loss": 0.00033996853744611144, + "kl_loss": 0.00021390136680565774, + "lyap1_mean": -0.0172407366335392, + "lyap1_max": -0.010978199541568756, + "lyap_mean": -0.017650697380304337, + "volume_mean": -0.017650697380304337, + "volume_max": -0.0126658845692873, + "frac_active": 0.0 + }, + { + "step": 130, + "loss": 0.3001336455345154, + "floss_loss": 0.0003513184783514589, + "kl_loss": 0.029978234320878983, + "lyap1_mean": -0.012919559143483639, + "lyap1_max": -0.0034620834048837423, + "lyap_mean": -0.016516827046871185, + "volume_mean": -0.016516827046871185, + "volume_max": -0.008527321740984917, + "frac_active": 0.0 + }, + { + "step": 131, + "loss": 0.12882846593856812, + "floss_loss": 0.00010275550448568538, + "kl_loss": 0.012872571125626564, + "lyap1_mean": 0.0044431742280721664, + "lyap1_max": 0.012664207257330418, + "lyap_mean": -0.00016360182780772448, + "volume_mean": -0.00016360182780772448, + "volume_max": 0.0071470728144049644, + "frac_active": 0.5625 + }, + { + "step": 132, + "loss": 0.41210252046585083, + "floss_loss": 0.00020405836403369904, + "kl_loss": 0.04118984565138817, + "lyap1_mean": 0.008199668489396572, + "lyap1_max": 0.021096544340252876, + "lyap_mean": -0.005618504248559475, + "volume_mean": -0.005618504248559475, + "volume_max": 0.0008417111821472645, + "frac_active": 0.25 + }, + { + "step": 133, + "loss": 2.402600049972534, + "floss_loss": 0.00017357913020532578, + "kl_loss": 0.24024264514446259, + "lyap1_mean": -0.0035932071041315794, + "lyap1_max": 0.013103503733873367, + "lyap_mean": -0.010542850010097027, + "volume_mean": -0.010542850010097027, + "volume_max": -0.005878115072846413, + "frac_active": 0.0625 + }, + { + "step": 134, + "loss": 1.1974879503250122, + "floss_loss": 0.00019746151519939303, + "kl_loss": 0.11972905695438385, + "lyap1_mean": -0.012338291853666306, + "lyap1_max": -0.006550394464284182, + "lyap_mean": -0.012708880938589573, + "volume_mean": -0.012708880938589573, + "volume_max": -0.009726512245833874, + "frac_active": 0.0 + }, + { + "step": 135, + "loss": 0.8875940442085266, + "floss_loss": 0.0005476134247146547, + "kl_loss": 0.08870464563369751, + "lyap1_mean": -0.01988230086863041, + "lyap1_max": -0.0046743182465434074, + "lyap_mean": -0.02223099209368229, + "volume_mean": -0.02223099209368229, + "volume_max": -0.013918493874371052, + "frac_active": 0.0 + }, + { + "step": 136, + "loss": 0.5204285383224487, + "floss_loss": 0.00015063495084177703, + "kl_loss": 0.05202779173851013, + "lyap1_mean": 0.001207052730023861, + "lyap1_max": 0.012030462734401226, + "lyap_mean": -0.006647659931331873, + "volume_mean": -0.006647659931331873, + "volume_max": -0.0013911512214690447, + "frac_active": 0.25 + }, + { + "step": 137, + "loss": 0.004446906037628651, + "floss_loss": 0.00016622574185021222, + "kl_loss": 0.0004280680150259286, + "lyap1_mean": 3.25450673699379e-05, + "lyap1_max": 0.010582247748970985, + "lyap_mean": -0.006769417319446802, + "volume_mean": -0.006769417319446802, + "volume_max": 0.0005450411699712276, + "frac_active": 0.25 + }, + { + "step": 138, + "loss": 13.176660537719727, + "floss_loss": 0.0003795830998569727, + "kl_loss": 1.3176281452178955, + "lyap1_mean": 0.015555249527096748, + "lyap1_max": 0.030012222006917, + "lyap_mean": -0.006229585502296686, + "volume_mean": -0.006229585502296686, + "volume_max": 0.005599673371762037, + "frac_active": 0.4375 + }, + { + "step": 139, + "loss": 6.445018291473389, + "floss_loss": 0.0003374567022547126, + "kl_loss": 0.6444680690765381, + "lyap1_mean": -0.016811396926641464, + "lyap1_max": -0.004240986425429583, + "lyap_mean": -0.016533177345991135, + "volume_mean": -0.016533177345991135, + "volume_max": -0.010995173826813698, + "frac_active": 0.0 + }, + { + "step": 140, + "loss": 0.32387775182724, + "floss_loss": 0.00031169294379651546, + "kl_loss": 0.03235660493373871, + "lyap1_mean": -0.010328255593776703, + "lyap1_max": 0.004922541789710522, + "lyap_mean": -0.015411930158734322, + "volume_mean": -0.015411930158734322, + "volume_max": -0.005647452548146248, + "frac_active": 0.125 + }, + { + "step": 141, + "loss": 0.6622269749641418, + "floss_loss": 0.00019842266920022666, + "kl_loss": 0.06620285660028458, + "lyap1_mean": -0.003708766307681799, + "lyap1_max": 0.0021593002602458, + "lyap_mean": -0.008121533319354057, + "volume_mean": -0.008121533319354057, + "volume_max": 0.006547410041093826, + "frac_active": 0.25 + }, + { + "step": 142, + "loss": 4.107730865478516, + "floss_loss": 0.0003342140116728842, + "kl_loss": 0.4107396602630615, + "lyap1_mean": -0.010209205560386181, + "lyap1_max": 0.005009389948099852, + "lyap_mean": -0.017001137137413025, + "volume_mean": -0.017001137137413025, + "volume_max": -0.015931114554405212, + "frac_active": 0.0625 + }, + { + "step": 143, + "loss": 3.080552816390991, + "floss_loss": 0.0003630401333793998, + "kl_loss": 0.3080189824104309, + "lyap1_mean": -0.007799321319907904, + "lyap1_max": 0.019000131636857986, + "lyap_mean": -0.01517602801322937, + "volume_mean": -0.01517602801322937, + "volume_max": -0.0011670943349599838, + "frac_active": 0.0625 + }, + { + "step": 144, + "loss": 2.5679993629455566, + "floss_loss": 0.0004717631090898067, + "kl_loss": 0.25675275921821594, + "lyap1_mean": -0.015178201720118523, + "lyap1_max": 0.000447364232968539, + "lyap_mean": -0.02069374918937683, + "volume_mean": -0.02069374918937683, + "volume_max": -0.013760579749941826, + "frac_active": 0.0625 + }, + { + "step": 145, + "loss": 1.2615574598312378, + "floss_loss": 0.00028162659145891666, + "kl_loss": 0.12612758576869965, + "lyap1_mean": -0.013562606647610664, + "lyap1_max": -0.0039211115799844265, + "lyap_mean": -0.015904229134321213, + "volume_mean": -0.015904229134321213, + "volume_max": -0.010321835987269878, + "frac_active": 0.0 + }, + { + "step": 146, + "loss": 1.8744739294052124, + "floss_loss": 0.00040919979801401496, + "kl_loss": 0.18740646541118622, + "lyap1_mean": -0.016108445823192596, + "lyap1_max": -0.008919634856283665, + "lyap_mean": -0.019614815711975098, + "volume_mean": -0.019614815711975098, + "volume_max": -0.014045999385416508, + "frac_active": 0.0 + }, + { + "step": 147, + "loss": 0.882580041885376, + "floss_loss": 0.0005474984645843506, + "kl_loss": 0.08820325136184692, + "lyap1_mean": -0.023141907528042793, + "lyap1_max": -0.019401226192712784, + "lyap_mean": -0.023003743961453438, + "volume_mean": -0.023003743961453438, + "volume_max": -0.01940836012363434, + "frac_active": 0.0 + }, + { + "step": 148, + "loss": 0.19960767030715942, + "floss_loss": 0.00031865923665463924, + "kl_loss": 0.01992890052497387, + "lyap1_mean": -0.01531585305929184, + "lyap1_max": -0.011446070857346058, + "lyap_mean": -0.017376942560076714, + "volume_mean": -0.017376942560076714, + "volume_max": -0.015415501780807972, + "frac_active": 0.0 + }, + { + "step": 149, + "loss": 0.13119086623191833, + "floss_loss": 0.00039858714444562793, + "kl_loss": 0.013079226948320866, + "lyap1_mean": -0.018978087231516838, + "lyap1_max": -0.010975287295877934, + "lyap_mean": -0.018828464671969414, + "volume_mean": -0.018828464671969414, + "volume_max": -0.010197602212429047, + "frac_active": 0.0 + }, + { + "step": 150, + "loss": 0.5173028707504272, + "floss_loss": 0.00031118019251152873, + "kl_loss": 0.05169916898012161, + "lyap1_mean": -0.004688246175646782, + "lyap1_max": 0.005195344798266888, + "lyap_mean": -0.01512853428721428, + "volume_mean": -0.01512853428721428, + "volume_max": -0.009390516206622124, + "frac_active": 0.0625 + }, + { + "step": 151, + "loss": 3.228424072265625, + "floss_loss": 0.00030223658541217446, + "kl_loss": 0.32281216979026794, + "lyap1_mean": 0.0036084912717342377, + "lyap1_max": 0.03626297414302826, + "lyap_mean": -0.009873239323496819, + "volume_mean": -0.009873239323496819, + "volume_max": -0.0060338289476931095, + "frac_active": 0.1875 + }, + { + "step": 152, + "loss": 1.07891047000885, + "floss_loss": 0.00026894608163274825, + "kl_loss": 0.10786415636539459, + "lyap1_mean": 0.00872554536908865, + "lyap1_max": 0.03041379526257515, + "lyap_mean": -0.0024505252949893475, + "volume_mean": -0.0024505252949893475, + "volume_max": 0.012041714042425156, + "frac_active": 0.25 + }, + { + "step": 153, + "loss": 0.0016182379331439734, + "floss_loss": 0.00023491185856983066, + "kl_loss": 0.0001383326161885634, + "lyap1_mean": 0.02364407852292061, + "lyap1_max": 0.045147594064474106, + "lyap_mean": 0.002356595126911998, + "volume_mean": 0.002356595126911998, + "volume_max": 0.005403350107371807, + "frac_active": 0.5 + }, + { + "step": 154, + "loss": 2.35373854637146, + "floss_loss": 0.00014048822049517184, + "kl_loss": 0.2353598028421402, + "lyap1_mean": 0.0025657431688159704, + "lyap1_max": 0.02649015560746193, + "lyap_mean": -0.0015399365220218897, + "volume_mean": -0.0015399365220218897, + "volume_max": 0.008201711811125278, + "frac_active": 0.4375 + }, + { + "step": 155, + "loss": 1.442899465560913, + "floss_loss": 0.00023243835312314332, + "kl_loss": 0.14426669478416443, + "lyap1_mean": 0.0036221067421138287, + "lyap1_max": 0.028119975700974464, + "lyap_mean": -0.007583036553114653, + "volume_mean": -0.007583036553114653, + "volume_max": 0.007205977104604244, + "frac_active": 0.25 + }, + { + "step": 156, + "loss": 9.833359718322754, + "floss_loss": 0.0001407539239153266, + "kl_loss": 0.9833218455314636, + "lyap1_mean": 0.00637501385062933, + "lyap1_max": 0.02609674446284771, + "lyap_mean": -0.0027681870851665735, + "volume_mean": -0.0027681870851665735, + "volume_max": 0.00408979644998908, + "frac_active": 0.375 + }, + { + "step": 157, + "loss": 7.549330234527588, + "floss_loss": 0.00015163468196988106, + "kl_loss": 0.7549178600311279, + "lyap1_mean": -0.003969340119510889, + "lyap1_max": 0.0037687765434384346, + "lyap_mean": -0.009200260043144226, + "volume_mean": -0.009200260043144226, + "volume_max": -0.0036238019820302725, + "frac_active": 0.125 + }, + { + "step": 158, + "loss": 0.046543337404727936, + "floss_loss": 0.00012568451347760856, + "kl_loss": 0.004641765262931585, + "lyap1_mean": -0.0062569864094257355, + "lyap1_max": 0.004165593534708023, + "lyap_mean": -0.009117850102484226, + "volume_mean": -0.009117850102484226, + "volume_max": -0.00675895344465971, + "frac_active": 0.125 + }, + { + "step": 159, + "loss": 0.3353859782218933, + "floss_loss": 0.00014870418817736208, + "kl_loss": 0.03352372720837593, + "lyap1_mean": -0.0012861673021689057, + "lyap1_max": 0.011147096753120422, + "lyap_mean": -0.006702962797135115, + "volume_mean": -0.006702962797135115, + "volume_max": 0.0014943857677280903, + "frac_active": 0.25 + }, + { + "step": 160, + "loss": 0.515419065952301, + "floss_loss": 0.00019297286053188145, + "kl_loss": 0.05152260884642601, + "lyap1_mean": 0.004880926106125116, + "lyap1_max": 0.017428677529096603, + "lyap_mean": -0.008613133803009987, + "volume_mean": -0.008613133803009987, + "volume_max": -0.004619181156158447, + "frac_active": 0.1875 + }, + { + "step": 161, + "loss": 3.3495919704437256, + "floss_loss": 0.00020416584447957575, + "kl_loss": 0.33493879437446594, + "lyap1_mean": 0.004086405970156193, + "lyap1_max": 0.024065066128969193, + "lyap_mean": -0.005925393663346767, + "volume_mean": -0.005925393663346767, + "volume_max": 0.003512723371386528, + "frac_active": 0.3125 + }, + { + "step": 162, + "loss": 0.3385419249534607, + "floss_loss": 0.0002031704061664641, + "kl_loss": 0.03383387625217438, + "lyap1_mean": -0.010571945458650589, + "lyap1_max": -0.0031684665009379387, + "lyap_mean": -0.013196993619203568, + "volume_mean": -0.013196993619203568, + "volume_max": -0.009347427636384964, + "frac_active": 0.0625 + }, + { + "step": 163, + "loss": 0.1391514539718628, + "floss_loss": 0.00015373367932625115, + "kl_loss": 0.013899772427976131, + "lyap1_mean": 0.0013585062697529793, + "lyap1_max": 0.02976597473025322, + "lyap_mean": -0.005311502609401941, + "volume_mean": -0.005311502609401941, + "volume_max": 0.008973249234259129, + "frac_active": 0.25 + }, + { + "step": 164, + "loss": 0.12426503747701645, + "floss_loss": 0.0001960160443559289, + "kl_loss": 0.012406902387738228, + "lyap1_mean": 0.0066542671993374825, + "lyap1_max": 0.015178605914115906, + "lyap_mean": 6.264413241297007e-05, + "volume_mean": 6.264413241297007e-05, + "volume_max": 0.017968596890568733, + "frac_active": 0.5 + }, + { + "step": 165, + "loss": 0.08659705519676208, + "floss_loss": 0.00037337630055844784, + "kl_loss": 0.0086223678663373, + "lyap1_mean": 0.025297529995441437, + "lyap1_max": 0.0458773598074913, + "lyap_mean": 0.005896066315472126, + "volume_mean": 0.005896066315472126, + "volume_max": 0.015768464654684067, + "frac_active": 0.5 + }, + { + "step": 166, + "loss": 0.16897732019424438, + "floss_loss": 0.00022861154866404831, + "kl_loss": 0.016874870285391808, + "lyap1_mean": 0.014106055721640587, + "lyap1_max": 0.03009340725839138, + "lyap_mean": 0.005043558776378632, + "volume_mean": 0.005043558776378632, + "volume_max": 0.01677572913467884, + "frac_active": 0.625 + }, + { + "step": 167, + "loss": 5.784017086029053, + "floss_loss": 0.00025160692166537046, + "kl_loss": 0.5783765316009521, + "lyap1_mean": 0.018550580367445946, + "lyap1_max": 0.0424349270761013, + "lyap_mean": 0.004645706154406071, + "volume_mean": 0.004645706154406071, + "volume_max": 0.01361758355051279, + "frac_active": 0.5625 + }, + { + "step": 168, + "loss": 3.8655214309692383, + "floss_loss": 0.00034013629192486405, + "kl_loss": 0.38651812076568604, + "lyap1_mean": 0.027678195387125015, + "lyap1_max": 0.03376304730772972, + "lyap_mean": 0.00483263935893774, + "volume_mean": 0.00483263935893774, + "volume_max": 0.014214744791388512, + "frac_active": 0.5 + }, + { + "step": 169, + "loss": 0.004604365210980177, + "floss_loss": 0.00047685200115665793, + "kl_loss": 0.0004127513093408197, + "lyap1_mean": 0.011995522305369377, + "lyap1_max": 0.054820623248815536, + "lyap_mean": 0.0034568863920867443, + "volume_mean": 0.0034568863920867443, + "volume_max": 0.031976450234651566, + "frac_active": 0.5 + }, + { + "step": 170, + "loss": 12.837262153625488, + "floss_loss": 0.00011909213208127767, + "kl_loss": 1.2837142944335938, + "lyap1_mean": 0.008181797340512276, + "lyap1_max": 0.014902523718774319, + "lyap_mean": -0.0038362268824130297, + "volume_mean": -0.0038362268824130297, + "volume_max": 0.0027135582640767097, + "frac_active": 0.375 + }, + { + "step": 171, + "loss": 5.286047458648682, + "floss_loss": 0.0003407223557587713, + "kl_loss": 0.5285706520080566, + "lyap1_mean": 0.008787965402007103, + "lyap1_max": 0.03426750749349594, + "lyap_mean": -0.009765278548002243, + "volume_mean": -0.009765278548002243, + "volume_max": 0.0004315068945288658, + "frac_active": 0.25 + }, + { + "step": 172, + "loss": 2.266061305999756, + "floss_loss": 0.00023625127505511045, + "kl_loss": 0.22658249735832214, + "lyap1_mean": 0.005786673631519079, + "lyap1_max": 0.030120283365249634, + "lyap_mean": -0.008157603442668915, + "volume_mean": -0.008157603442668915, + "volume_max": -0.0010194825008511543, + "frac_active": 0.1875 + }, + { + "step": 173, + "loss": 2.5038998126983643, + "floss_loss": 0.0002696329902391881, + "kl_loss": 0.2503630220890045, + "lyap1_mean": 0.0025778310373425484, + "lyap1_max": 0.039457112550735474, + "lyap_mean": -0.009123175404965878, + "volume_mean": -0.009123175404965878, + "volume_max": 0.0016104569658637047, + "frac_active": 0.0625 + }, + { + "step": 174, + "loss": 0.03235761821269989, + "floss_loss": 0.00014959990221541375, + "kl_loss": 0.003220801707357168, + "lyap1_mean": -0.004973637871444225, + "lyap1_max": -0.002859807573258877, + "lyap_mean": -0.010294433683156967, + "volume_mean": -0.010294433683156967, + "volume_max": -0.007065736688673496, + "frac_active": 0.0625 + }, + { + "step": 175, + "loss": 4.817699432373047, + "floss_loss": 0.00031222664983943105, + "kl_loss": 0.48173871636390686, + "lyap1_mean": -0.014531031250953674, + "lyap1_max": -0.007781010586768389, + "lyap_mean": -0.01685686595737934, + "volume_mean": -0.01685686595737934, + "volume_max": -0.010086425580084324, + "frac_active": 0.0 + }, + { + "step": 176, + "loss": 0.5532257556915283, + "floss_loss": 0.00026138158864341676, + "kl_loss": 0.05529643967747688, + "lyap1_mean": -0.015854060649871826, + "lyap1_max": -0.008934194222092628, + "lyap_mean": -0.015269303694367409, + "volume_mean": -0.015269303694367409, + "volume_max": -0.008258752524852753, + "frac_active": 0.0 + }, + { + "step": 177, + "loss": 1.5381077527999878, + "floss_loss": 0.00026282560429535806, + "kl_loss": 0.15378448367118835, + "lyap1_mean": -0.01095912978053093, + "lyap1_max": 0.001556510222144425, + "lyap_mean": -0.013891828246414661, + "volume_mean": -0.013891828246414661, + "volume_max": -0.004460058640688658, + "frac_active": 0.125 + }, + { + "step": 178, + "loss": 1.4868532419204712, + "floss_loss": 0.00027899874839931726, + "kl_loss": 0.14865742623806, + "lyap1_mean": -0.014523948542773724, + "lyap1_max": -0.004584993701428175, + "lyap_mean": -0.01621575653553009, + "volume_mean": -0.01621575653553009, + "volume_max": -0.013561349362134933, + "frac_active": 0.0 + }, + { + "step": 179, + "loss": 1.5626991987228394, + "floss_loss": 0.0004058904305566102, + "kl_loss": 0.15622933208942413, + "lyap1_mean": -0.012407796457409859, + "lyap1_max": 0.0027552195824682713, + "lyap_mean": -0.019005589187145233, + "volume_mean": -0.019005589187145233, + "volume_max": -0.01583676040172577, + "frac_active": 0.0625 + }, + { + "step": 180, + "loss": 2.2214207649230957, + "floss_loss": 0.00040946752415038645, + "kl_loss": 0.2221011370420456, + "lyap1_mean": -0.017557058483362198, + "lyap1_max": -0.003633569460362196, + "lyap_mean": -0.01870630867779255, + "volume_mean": -0.01870630867779255, + "volume_max": -0.008816726505756378, + "frac_active": 0.0 + }, + { + "step": 181, + "loss": 1.8276844024658203, + "floss_loss": 0.00019382202299311757, + "kl_loss": 0.18274906277656555, + "lyap1_mean": -0.010205725207924843, + "lyap1_max": -0.0073569416999816895, + "lyap_mean": -0.012834122404456139, + "volume_mean": -0.012834122404456139, + "volume_max": -0.011570537462830544, + "frac_active": 0.0 + }, + { + "step": 182, + "loss": 3.102806329727173, + "floss_loss": 0.0003991282428614795, + "kl_loss": 0.3102407157421112, + "lyap1_mean": -0.014955466613173485, + "lyap1_max": -0.0013638943200930953, + "lyap_mean": -0.01877531036734581, + "volume_mean": -0.01877531036734581, + "volume_max": -0.016675468534231186, + "frac_active": 0.0 + }, + { + "step": 183, + "loss": 1.5936393737792969, + "floss_loss": 0.00038092624163255095, + "kl_loss": 0.15932585299015045, + "lyap1_mean": -0.01873740926384926, + "lyap1_max": -0.01078018918633461, + "lyap_mean": -0.018003638833761215, + "volume_mean": -0.018003638833761215, + "volume_max": -0.012419622391462326, + "frac_active": 0.0625 + }, + { + "step": 184, + "loss": 0.853434145450592, + "floss_loss": 0.0002779299975372851, + "kl_loss": 0.08531562238931656, + "lyap1_mean": -0.014564046636223793, + "lyap1_max": -0.008918439038097858, + "lyap_mean": -0.016245821490883827, + "volume_mean": -0.016245821490883827, + "volume_max": -0.014135093428194523, + "frac_active": 0.0 + }, + { + "step": 185, + "loss": 0.6004468202590942, + "floss_loss": 0.00010045782255474478, + "kl_loss": 0.06003463640809059, + "lyap1_mean": -0.003332427702844143, + "lyap1_max": 0.007347310893237591, + "lyap_mean": -0.007331240922212601, + "volume_mean": -0.007331240922212601, + "volume_max": -0.0006558748427778482, + "frac_active": 0.125 + }, + { + "step": 186, + "loss": 2.163241147994995, + "floss_loss": 0.0002466239675413817, + "kl_loss": 0.21629945933818817, + "lyap1_mean": 0.01193749625235796, + "lyap1_max": 0.035919032990932465, + "lyap_mean": 0.00037882174365222454, + "volume_mean": 0.00037882174365222454, + "volume_max": 0.01217359397560358, + "frac_active": 0.4375 + }, + { + "step": 187, + "loss": 3.233724594116211, + "floss_loss": 0.0003852921654470265, + "kl_loss": 0.3233339190483093, + "lyap1_mean": 0.02259962633252144, + "lyap1_max": 0.043537821620702744, + "lyap_mean": 0.008030700497329235, + "volume_mean": 0.008030700497329235, + "volume_max": 0.0189815703779459, + "frac_active": 0.6875 + }, + { + "step": 188, + "loss": 0.2358497679233551, + "floss_loss": 0.0004448129911907017, + "kl_loss": 0.023540494963526726, + "lyap1_mean": 0.025822091847658157, + "lyap1_max": 0.043272219598293304, + "lyap_mean": 0.0092889703810215, + "volume_mean": 0.0092889703810215, + "volume_max": 0.022996634244918823, + "frac_active": 0.6875 + }, + { + "step": 189, + "loss": 0.7649846076965332, + "floss_loss": 0.0005948581965640187, + "kl_loss": 0.07643897831439972, + "lyap1_mean": 0.02485910803079605, + "lyap1_max": 0.05819651857018471, + "lyap_mean": 0.007051266264170408, + "volume_mean": 0.007051266264170408, + "volume_max": 0.025162089616060257, + "frac_active": 0.625 + }, + { + "step": 190, + "loss": 0.014470936730504036, + "floss_loss": 0.00037691433681175113, + "kl_loss": 0.0014094022335484624, + "lyap1_mean": 0.02886098623275757, + "lyap1_max": 0.04339829459786415, + "lyap_mean": 0.011562485247850418, + "volume_mean": 0.011562485247850418, + "volume_max": 0.019803691655397415, + "frac_active": 0.75 + }, + { + "step": 191, + "loss": 1.1596901416778564, + "floss_loss": 0.00046549990656785667, + "kl_loss": 0.1159224584698677, + "lyap1_mean": 0.026831846684217453, + "lyap1_max": 0.04321448504924774, + "lyap_mean": 0.01257295347750187, + "volume_mean": 0.01257295347750187, + "volume_max": 0.023867055773735046, + "frac_active": 0.75 + }, + { + "step": 192, + "loss": 2.81767201423645, + "floss_loss": 0.0012466134503483772, + "kl_loss": 0.28164252638816833, + "lyap1_mean": 0.04497796669602394, + "lyap1_max": 0.1113494262099266, + "lyap_mean": 0.01592213660478592, + "volume_mean": 0.01592213660478592, + "volume_max": 0.04866794869303703, + "frac_active": 0.5625 + }, + { + "step": 193, + "loss": 0.018509943038225174, + "floss_loss": 0.0005935144727118313, + "kl_loss": 0.0017916427459567785, + "lyap1_mean": 0.02845759317278862, + "lyap1_max": 0.04597104713320732, + "lyap_mean": 0.016114376485347748, + "volume_mean": 0.016114376485347748, + "volume_max": 0.030048632994294167, + "frac_active": 0.6875 + }, + { + "step": 194, + "loss": 1.4913127422332764, + "floss_loss": 0.0006515720742754638, + "kl_loss": 0.14906612038612366, + "lyap1_mean": 0.02492397092282772, + "lyap1_max": 0.041997749358415604, + "lyap_mean": 0.017874786630272865, + "volume_mean": 0.017874786630272865, + "volume_max": 0.02806529588997364, + "frac_active": 0.8125 + }, + { + "step": 195, + "loss": 0.36324653029441833, + "floss_loss": 0.0010489586275070906, + "kl_loss": 0.0362197570502758, + "lyap1_mean": 0.0407479926943779, + "lyap1_max": 0.059814486652612686, + "lyap_mean": 0.027088571339845657, + "volume_mean": 0.027088571339845657, + "volume_max": 0.04257243871688843, + "frac_active": 0.9375 + }, + { + "step": 196, + "loss": 0.1972498893737793, + "floss_loss": 0.0014281298499554396, + "kl_loss": 0.019582176581025124, + "lyap1_mean": 0.05611371994018555, + "lyap1_max": 0.07674943655729294, + "lyap_mean": 0.030299687758088112, + "volume_mean": 0.030299687758088112, + "volume_max": 0.040161311626434326, + "frac_active": 0.875 + }, + { + "step": 197, + "loss": 1.8718363046646118, + "floss_loss": 0.0008734746370464563, + "kl_loss": 0.18709628283977509, + "lyap1_mean": 0.0357004851102829, + "lyap1_max": 0.09206568449735641, + "lyap_mean": 0.014393385499715805, + "volume_mean": 0.014393385499715805, + "volume_max": 0.04445686936378479, + "frac_active": 0.6875 + }, + { + "step": 198, + "loss": 0.7680749893188477, + "floss_loss": 0.0002774876484181732, + "kl_loss": 0.07677975296974182, + "lyap1_mean": 0.015704579651355743, + "lyap1_max": 0.0407920703291893, + "lyap_mean": 0.007964217104017735, + "volume_mean": 0.007964217104017735, + "volume_max": 0.01851959340274334, + "frac_active": 0.6875 + }, + { + "step": 199, + "loss": 5.161069393157959, + "floss_loss": 0.00048213452100753784, + "kl_loss": 0.5160587430000305, + "lyap1_mean": 0.010169824585318565, + "lyap1_max": 0.034441180527210236, + "lyap_mean": 0.007940385490655899, + "volume_mean": 0.007940385490655899, + "volume_max": 0.030143067240715027, + "frac_active": 0.625 + }, + { + "step": 200, + "loss": 0.5162805914878845, + "floss_loss": 0.0001960603112820536, + "kl_loss": 0.051608458161354065, + "lyap1_mean": 0.002560691675171256, + "lyap1_max": 0.01804419420659542, + "lyap_mean": -0.0030060517601668835, + "volume_mean": -0.0030060517601668835, + "volume_max": 0.014490392059087753, + "frac_active": 0.4375 + }, + { + "step": 201, + "loss": 2.2523834705352783, + "floss_loss": 0.0004716968396678567, + "kl_loss": 0.22519119083881378, + "lyap1_mean": 0.0321585088968277, + "lyap1_max": 0.061657946556806564, + "lyap_mean": 0.0063131339848041534, + "volume_mean": 0.0063131339848041534, + "volume_max": 0.01057441160082817, + "frac_active": 0.375 + }, + { + "step": 202, + "loss": 1.0016145706176758, + "floss_loss": 0.00018991369870491326, + "kl_loss": 0.1001424714922905, + "lyap1_mean": 0.007119684014469385, + "lyap1_max": 0.034636154770851135, + "lyap_mean": 0.001350416918285191, + "volume_mean": 0.001350416918285191, + "volume_max": 0.014322696253657341, + "frac_active": 0.6875 + }, + { + "step": 203, + "loss": 0.8802912831306458, + "floss_loss": 0.0005804575048387051, + "kl_loss": 0.08797108381986618, + "lyap1_mean": 0.025865405797958374, + "lyap1_max": 0.06964119523763657, + "lyap_mean": -0.00044301978778094053, + "volume_mean": -0.00044301978778094053, + "volume_max": 0.01329639833420515, + "frac_active": 0.25 + }, + { + "step": 204, + "loss": 0.12716694176197052, + "floss_loss": 8.481197437504306e-05, + "kl_loss": 0.012708212248980999, + "lyap1_mean": 0.005306529812514782, + "lyap1_max": 0.016949933022260666, + "lyap_mean": 0.003133741905912757, + "volume_mean": 0.003133741905912757, + "volume_max": 0.010095421224832535, + "frac_active": 0.5 + }, + { + "step": 205, + "loss": 0.4017416536808014, + "floss_loss": 0.0001471916912123561, + "kl_loss": 0.0401594452559948, + "lyap1_mean": -0.004102039150893688, + "lyap1_max": -7.175358041422442e-05, + "lyap_mean": -0.009334946982562542, + "volume_mean": -0.009334946982562542, + "volume_max": -0.0035619796253740788, + "frac_active": 0.0625 + }, + { + "step": 206, + "loss": 0.008836900815367699, + "floss_loss": 0.00033800816163420677, + "kl_loss": 0.0008498891838826239, + "lyap1_mean": 0.016241014003753662, + "lyap1_max": 0.03917184844613075, + "lyap_mean": -0.005046492908149958, + "volume_mean": -0.005046492908149958, + "volume_max": 0.007430777885019779, + "frac_active": 0.3125 + }, + { + "step": 207, + "loss": 0.5056202411651611, + "floss_loss": 0.0003985474177170545, + "kl_loss": 0.05052216723561287, + "lyap1_mean": 0.001904848963022232, + "lyap1_max": 0.04343605786561966, + "lyap_mean": -0.007804404944181442, + "volume_mean": -0.007804404944181442, + "volume_max": 0.012739425525069237, + "frac_active": 0.125 + }, + { + "step": 208, + "loss": 0.582323431968689, + "floss_loss": 0.0003052027605008334, + "kl_loss": 0.058201827108860016, + "lyap1_mean": 0.0006430540233850479, + "lyap1_max": 0.01451329980045557, + "lyap_mean": -0.012402324005961418, + "volume_mean": -0.012402324005961418, + "volume_max": -0.004641357809305191, + "frac_active": 0.125 + }, + { + "step": 209, + "loss": 0.009354308247566223, + "floss_loss": 0.00047523778630420566, + "kl_loss": 0.0008879070519469678, + "lyap1_mean": -0.002272830344736576, + "lyap1_max": 0.034022774547338486, + "lyap_mean": -0.016141682863235474, + "volume_mean": -0.016141682863235474, + "volume_max": -0.003895713947713375, + "frac_active": 0.0625 + }, + { + "step": 210, + "loss": 5.156907081604004, + "floss_loss": 0.00021869684860575944, + "kl_loss": 0.5156688094139099, + "lyap1_mean": -0.0043230215087533, + "lyap1_max": -0.001974965212866664, + "lyap_mean": -0.01270236261188984, + "volume_mean": -0.01270236261188984, + "volume_max": -0.008638245984911919, + "frac_active": 0.0 + }, + { + "step": 211, + "loss": 0.2633998394012451, + "floss_loss": 0.0002467600570525974, + "kl_loss": 0.02631530910730362, + "lyap1_mean": -0.0045301178470253944, + "lyap1_max": 0.011554885655641556, + "lyap_mean": -0.010548126883804798, + "volume_mean": -0.010548126883804798, + "volume_max": -0.0007805947680026293, + "frac_active": 0.125 + }, + { + "step": 212, + "loss": 0.0993739515542984, + "floss_loss": 0.00026111959596164525, + "kl_loss": 0.009911282919347286, + "lyap1_mean": -0.002963298698887229, + "lyap1_max": 0.010684428736567497, + "lyap_mean": -0.012755421921610832, + "volume_mean": -0.012755421921610832, + "volume_max": -0.0052105397917330265, + "frac_active": 0.0625 + }, + { + "step": 213, + "loss": 0.1642799973487854, + "floss_loss": 0.0003444397880230099, + "kl_loss": 0.01639355532824993, + "lyap1_mean": 0.007133368402719498, + "lyap1_max": 0.05398213490843773, + "lyap_mean": -0.006489007733762264, + "volume_mean": -0.006489007733762264, + "volume_max": 0.004280935041606426, + "frac_active": 0.25 + }, + { + "step": 214, + "loss": 2.4032552242279053, + "floss_loss": 0.00019530716235749424, + "kl_loss": 0.24030600488185883, + "lyap1_mean": -0.007400921545922756, + "lyap1_max": 0.007399403024464846, + "lyap_mean": -0.010921476408839226, + "volume_mean": -0.010921476408839226, + "volume_max": -0.002913611475378275, + "frac_active": 0.125 + }, + { + "step": 215, + "loss": 0.4853142499923706, + "floss_loss": 0.00027071795193478465, + "kl_loss": 0.04850435256958008, + "lyap1_mean": -0.015831058844923973, + "lyap1_max": -0.006021081004291773, + "lyap_mean": -0.013126051053404808, + "volume_mean": -0.013126051053404808, + "volume_max": -0.008747175335884094, + "frac_active": 0.0625 + }, + { + "step": 216, + "loss": 0.2532026767730713, + "floss_loss": 0.0002388262510066852, + "kl_loss": 0.02529638260602951, + "lyap1_mean": -0.006070014555007219, + "lyap1_max": 0.0003345476579852402, + "lyap_mean": -0.012232834473252296, + "volume_mean": -0.012232834473252296, + "volume_max": -0.0063269007951021194, + "frac_active": 0.1875 + }, + { + "step": 217, + "loss": 0.0027090576477348804, + "floss_loss": 0.00047195007209666073, + "kl_loss": 0.00022371076920535415, + "lyap1_mean": -0.020505119115114212, + "lyap1_max": -0.008891087025403976, + "lyap_mean": -0.0206068754196167, + "volume_mean": -0.0206068754196167, + "volume_max": -0.01399943232536316, + "frac_active": 0.0 + }, + { + "step": 218, + "loss": 0.7602964043617249, + "floss_loss": 0.00031685736030340195, + "kl_loss": 0.07599795609712601, + "lyap1_mean": -0.011377345770597458, + "lyap1_max": 0.005982508417218924, + "lyap_mean": -0.015766285359859467, + "volume_mean": -0.015766285359859467, + "volume_max": -0.01022613886743784, + "frac_active": 0.0625 + }, + { + "step": 219, + "loss": 0.4333614110946655, + "floss_loss": 0.00031411461532115936, + "kl_loss": 0.04330473020672798, + "lyap1_mean": -0.0050755939446389675, + "lyap1_max": 0.016293412074446678, + "lyap_mean": -0.01512724906206131, + "volume_mean": -0.01512724906206131, + "volume_max": -0.009818082675337791, + "frac_active": 0.0625 + }, + { + "step": 220, + "loss": 2.690887212753296, + "floss_loss": 0.00029089153395034373, + "kl_loss": 0.2690596282482147, + "lyap1_mean": 0.006084215361624956, + "lyap1_max": 0.016290903091430664, + "lyap_mean": -0.010608121752738953, + "volume_mean": -0.010608121752738953, + "volume_max": -0.0004124552942812443, + "frac_active": 0.25 + }, + { + "step": 221, + "loss": 0.14724799990653992, + "floss_loss": 0.00042836819193325937, + "kl_loss": 0.014681963250041008, + "lyap1_mean": -0.010993912816047668, + "lyap1_max": 0.012629788368940353, + "lyap_mean": -0.015126774087548256, + "volume_mean": -0.015126774087548256, + "volume_max": -0.0006372900679707527, + "frac_active": 0.1875 + }, + { + "step": 222, + "loss": 5.262965202331543, + "floss_loss": 0.0002569832722656429, + "kl_loss": 0.5262708067893982, + "lyap1_mean": -0.01388099417090416, + "lyap1_max": -0.0008859917288646102, + "lyap_mean": -0.014259840361773968, + "volume_mean": -0.014259840361773968, + "volume_max": -0.008286818861961365, + "frac_active": 0.0 + }, + { + "step": 223, + "loss": 0.17192231118679047, + "floss_loss": 0.00038460202631540596, + "kl_loss": 0.017153771594166756, + "lyap1_mean": 0.0015151590341702104, + "lyap1_max": 0.03203481808304787, + "lyap_mean": -0.00616464065387845, + "volume_mean": -0.00616464065387845, + "volume_max": 0.018547384068369865, + "frac_active": 0.375 + }, + { + "step": 224, + "loss": 0.19508351385593414, + "floss_loss": 0.0005478216335177422, + "kl_loss": 0.019453568384051323, + "lyap1_mean": -0.013733172789216042, + "lyap1_max": 0.008629785850644112, + "lyap_mean": -0.021163109689950943, + "volume_mean": -0.021163109689950943, + "volume_max": -0.012878889217972755, + "frac_active": 0.0625 + }, + { + "step": 225, + "loss": 0.0018127001821994781, + "floss_loss": 0.0003430829383432865, + "kl_loss": 0.0001469617272960022, + "lyap1_mean": -0.008954419754445553, + "lyap1_max": 0.0006958005833439529, + "lyap_mean": -0.014517543837428093, + "volume_mean": -0.014517543837428093, + "volume_max": -0.006940935738384724, + "frac_active": 0.125 + }, + { + "step": 226, + "loss": 0.08961482346057892, + "floss_loss": 0.0006248624413274229, + "kl_loss": 0.008898995816707611, + "lyap1_mean": -0.020614881068468094, + "lyap1_max": -0.018386494368314743, + "lyap_mean": -0.024454165250062943, + "volume_mean": -0.024454165250062943, + "volume_max": -0.01854609325528145, + "frac_active": 0.0 + }, + { + "step": 227, + "loss": 0.0991528332233429, + "floss_loss": 0.00029354478465393186, + "kl_loss": 0.009885928593575954, + "lyap1_mean": -0.002713724272325635, + "lyap1_max": 0.01749194785952568, + "lyap_mean": -0.009770400822162628, + "volume_mean": -0.009770400822162628, + "volume_max": 0.00937245599925518, + "frac_active": 0.3125 + }, + { + "step": 228, + "loss": 0.6375898122787476, + "floss_loss": 0.00029166697640903294, + "kl_loss": 0.06372981518507004, + "lyap1_mean": -0.008419805206358433, + "lyap1_max": 0.004811547696590424, + "lyap_mean": -0.015489856712520123, + "volume_mean": -0.015489856712520123, + "volume_max": -0.00652408879250288, + "frac_active": 0.0625 + }, + { + "step": 229, + "loss": 0.07172317802906036, + "floss_loss": 0.0003327771555632353, + "kl_loss": 0.007139039691537619, + "lyap1_mean": -0.013001448474824429, + "lyap1_max": -0.004590260796248913, + "lyap_mean": -0.01560207549482584, + "volume_mean": -0.01560207549482584, + "volume_max": -0.003928788471966982, + "frac_active": 0.0625 + }, + { + "step": 230, + "loss": 0.17402251064777374, + "floss_loss": 0.00019575600163079798, + "kl_loss": 0.017382675781846046, + "lyap1_mean": -0.011163400486111641, + "lyap1_max": -0.004231744445860386, + "lyap_mean": -0.011869365349411964, + "volume_mean": -0.011869365349411964, + "volume_max": -0.0027949982322752476, + "frac_active": 0.0 + }, + { + "step": 231, + "loss": 3.026756763458252, + "floss_loss": 0.0004976834170520306, + "kl_loss": 0.3026259243488312, + "lyap1_mean": -0.00863666832447052, + "lyap1_max": 0.0063600861467421055, + "lyap_mean": -0.019531944766640663, + "volume_mean": -0.019531944766640663, + "volume_max": -0.01420586183667183, + "frac_active": 0.125 + }, + { + "step": 232, + "loss": 0.21947741508483887, + "floss_loss": 0.00032953836489468813, + "kl_loss": 0.021914787590503693, + "lyap1_mean": -0.007565552368760109, + "lyap1_max": 0.009870683774352074, + "lyap_mean": -0.013200119137763977, + "volume_mean": -0.013200119137763977, + "volume_max": -0.0044168345630168915, + "frac_active": 0.125 + }, + { + "step": 233, + "loss": 0.0014004334807395935, + "floss_loss": 0.0005102651193737984, + "kl_loss": 8.901683759177104e-05, + "lyap1_mean": -0.021292386576533318, + "lyap1_max": -0.0145773496478796, + "lyap_mean": -0.021579544991254807, + "volume_mean": -0.021579544991254807, + "volume_max": -0.012650460936129093, + "frac_active": 0.0 + }, + { + "step": 234, + "loss": 3.126394033432007, + "floss_loss": 0.0003422401496209204, + "kl_loss": 0.31260520219802856, + "lyap1_mean": -0.007909948006272316, + "lyap1_max": 0.0015380578115582466, + "lyap_mean": -0.015066270716488361, + "volume_mean": -0.015066270716488361, + "volume_max": -0.004823850933462381, + "frac_active": 0.125 + }, + { + "step": 235, + "loss": 0.4592739939689636, + "floss_loss": 0.00027472065994516015, + "kl_loss": 0.045899927616119385, + "lyap1_mean": 0.002733830362558365, + "lyap1_max": 0.03047308325767517, + "lyap_mean": -0.009650042280554771, + "volume_mean": -0.009650042280554771, + "volume_max": -0.0023162318393588066, + "frac_active": 0.125 + }, + { + "step": 236, + "loss": 1.5488417148590088, + "floss_loss": 0.00026421883376315236, + "kl_loss": 0.15485775470733643, + "lyap1_mean": 0.006621148437261581, + "lyap1_max": 0.042566780000925064, + "lyap_mean": -0.0068860407918691635, + "volume_mean": -0.0068860407918691635, + "volume_max": 0.0033480674028396606, + "frac_active": 0.1875 + }, + { + "step": 237, + "loss": 1.24843168258667, + "floss_loss": 0.0005806951667182148, + "kl_loss": 0.12478510290384293, + "lyap1_mean": 0.030178815126419067, + "lyap1_max": 0.07022067159414291, + "lyap_mean": 0.0013036716263741255, + "volume_mean": 0.0013036716263741255, + "volume_max": 0.01730736717581749, + "frac_active": 0.3125 + }, + { + "step": 238, + "loss": 0.7821127772331238, + "floss_loss": 0.00020246751955710351, + "kl_loss": 0.07819102704524994, + "lyap1_mean": -0.011096784844994545, + "lyap1_max": -0.0016057657776400447, + "lyap_mean": -0.01235363632440567, + "volume_mean": -0.01235363632440567, + "volume_max": -0.005572308786213398, + "frac_active": 0.0625 + }, + { + "step": 239, + "loss": 2.177422523498535, + "floss_loss": 0.00046215165639296174, + "kl_loss": 0.21769605576992035, + "lyap1_mean": -0.012173927389085293, + "lyap1_max": 0.0007573330658487976, + "lyap_mean": -0.017807612195611, + "volume_mean": -0.017807612195611, + "volume_max": -0.007842011749744415, + "frac_active": 0.125 + }, + { + "step": 240, + "loss": 0.24069736897945404, + "floss_loss": 0.0005423573893494904, + "kl_loss": 0.024015501141548157, + "lyap1_mean": -0.010775712318718433, + "lyap1_max": 0.012954878620803356, + "lyap_mean": -0.019196372479200363, + "volume_mean": -0.019196372479200363, + "volume_max": -0.003883764147758484, + "frac_active": 0.0625 + }, + { + "step": 241, + "loss": 0.0009027498890645802, + "floss_loss": 0.0004205991863273084, + "kl_loss": 4.82150717289187e-05, + "lyap1_mean": -0.01739262044429779, + "lyap1_max": -0.009170599281787872, + "lyap_mean": -0.019500911235809326, + "volume_mean": -0.019500911235809326, + "volume_max": -0.013235061429440975, + "frac_active": 0.0 + }, + { + "step": 242, + "loss": 0.06750400364398956, + "floss_loss": 0.00036087309126742184, + "kl_loss": 0.006714312359690666, + "lyap1_mean": 0.0082982974126935, + "lyap1_max": 0.039349399507045746, + "lyap_mean": -0.00866059772670269, + "volume_mean": -0.00866059772670269, + "volume_max": 0.0028386879712343216, + "frac_active": 0.3125 + }, + { + "step": 243, + "loss": 0.26313498616218567, + "floss_loss": 0.0006627875263802707, + "kl_loss": 0.02624722197651863, + "lyap1_mean": 0.008716394193470478, + "lyap1_max": 0.05256395787000656, + "lyap_mean": -0.013785529881715775, + "volume_mean": -0.013785529881715775, + "volume_max": -0.00032168254256248474, + "frac_active": 0.1875 + }, + { + "step": 244, + "loss": 0.04493096470832825, + "floss_loss": 0.0002866796567104757, + "kl_loss": 0.004464428406208754, + "lyap1_mean": 0.0029997776728123426, + "lyap1_max": 0.017138320952653885, + "lyap_mean": -0.011489175260066986, + "volume_mean": -0.011489175260066986, + "volume_max": -0.0024495082907378674, + "frac_active": 0.125 + }, + { + "step": 245, + "loss": 0.2092752456665039, + "floss_loss": 0.0003625264507718384, + "kl_loss": 0.02089127153158188, + "lyap1_mean": -0.009300557896494865, + "lyap1_max": 0.0018221007194370031, + "lyap_mean": -0.014801852405071259, + "volume_mean": -0.014801852405071259, + "volume_max": -0.005198866128921509, + "frac_active": 0.1875 + }, + { + "step": 246, + "loss": 0.14950521290302277, + "floss_loss": 0.00042373311589471996, + "kl_loss": 0.014908148907124996, + "lyap1_mean": -0.0025624679401516914, + "lyap1_max": 0.013721004128456116, + "lyap_mean": -0.015857268124818802, + "volume_mean": -0.015857268124818802, + "volume_max": -0.00863106269389391, + "frac_active": 0.1875 + }, + { + "step": 247, + "loss": 0.2709568440914154, + "floss_loss": 0.00035133626079186797, + "kl_loss": 0.027060549706220627, + "lyap1_mean": -0.008125473745167255, + "lyap1_max": 0.0033673460129648447, + "lyap_mean": -0.016248643398284912, + "volume_mean": -0.016248643398284912, + "volume_max": -0.008881742134690285, + "frac_active": 0.125 + }, + { + "step": 248, + "loss": 7.0711212158203125, + "floss_loss": 0.0004510906874202192, + "kl_loss": 0.7070670127868652, + "lyap1_mean": -0.0052548605017364025, + "lyap1_max": 0.013464035466313362, + "lyap_mean": -0.01754532754421234, + "volume_mean": -0.01754532754421234, + "volume_max": -0.011375639587640762, + "frac_active": 0.0625 + }, + { + "step": 249, + "loss": 0.001413664547726512, + "floss_loss": 0.0003654971078503877, + "kl_loss": 0.00010481674689799547, + "lyap1_mean": -0.018209900707006454, + "lyap1_max": -0.01615847833454609, + "lyap_mean": -0.017238039523363113, + "volume_mean": -0.017238039523363113, + "volume_max": -0.01138882152736187, + "frac_active": 0.0625 + }, + { + "step": 250, + "loss": 0.6971708536148071, + "floss_loss": 0.001644369913265109, + "kl_loss": 0.06955264508724213, + "lyap1_mean": 0.05627471208572388, + "lyap1_max": 0.13203145563602448, + "lyap_mean": 0.008265804499387741, + "volume_mean": 0.008265804499387741, + "volume_max": 0.0392245352268219, + "frac_active": 0.4375 + }, + { + "step": 251, + "loss": 1.5493355989456177, + "floss_loss": 0.0003196361067239195, + "kl_loss": 0.15490159392356873, + "lyap1_mean": -0.0071538109332323074, + "lyap1_max": 0.008347169496119022, + "lyap_mean": -0.015414373949170113, + "volume_mean": -0.015414373949170113, + "volume_max": -0.009945672936737537, + "frac_active": 0.0625 + }, + { + "step": 252, + "loss": 0.12365932762622833, + "floss_loss": 0.00021116549032740295, + "kl_loss": 0.012344816699624062, + "lyap1_mean": -0.007577718235552311, + "lyap1_max": -0.0009668536949902773, + "lyap_mean": -0.0135159557685256, + "volume_mean": -0.0135159557685256, + "volume_max": -0.013019186444580555, + "frac_active": 0.0 + }, + { + "step": 253, + "loss": 3.0914065837860107, + "floss_loss": 0.0005418931250460446, + "kl_loss": 0.30908647179603577, + "lyap1_mean": -0.015983138233423233, + "lyap1_max": 0.006733214482665062, + "lyap_mean": -0.021164514124393463, + "volume_mean": -0.021164514124393463, + "volume_max": -0.01549149677157402, + "frac_active": 0.0625 + }, + { + "step": 254, + "loss": 0.021762438118457794, + "floss_loss": 0.0005230641691014171, + "kl_loss": 0.002123937476426363, + "lyap1_mean": -0.019681468605995178, + "lyap1_max": -0.006540221162140369, + "lyap_mean": -0.02101568505167961, + "volume_mean": -0.02101568505167961, + "volume_max": -0.009761527180671692, + "frac_active": 0.0 + }, + { + "step": 255, + "loss": 0.2821914851665497, + "floss_loss": 0.00022777703998144716, + "kl_loss": 0.028196370229125023, + "lyap1_mean": -0.005766195710748434, + "lyap1_max": 0.0046780589036643505, + "lyap_mean": -0.012199534103274345, + "volume_mean": -0.012199534103274345, + "volume_max": -0.0053673130460083485, + "frac_active": 0.0625 + }, + { + "step": 256, + "loss": 0.44068288803100586, + "floss_loss": 0.00025783994351513684, + "kl_loss": 0.04404250532388687, + "lyap1_mean": -0.00748929800465703, + "lyap1_max": 0.004349119495600462, + "lyap_mean": -0.012055326253175735, + "volume_mean": -0.012055326253175735, + "volume_max": -0.005030306056141853, + "frac_active": 0.125 + }, + { + "step": 257, + "loss": 0.0008820167277008295, + "floss_loss": 0.00028905243379995227, + "kl_loss": 5.92964279348962e-05, + "lyap1_mean": 0.002031448297202587, + "lyap1_max": 0.013501989655196667, + "lyap_mean": -0.01041942834854126, + "volume_mean": -0.01041942834854126, + "volume_max": -0.0014578650007024407, + "frac_active": 0.25 + }, + { + "step": 258, + "loss": 0.05182335153222084, + "floss_loss": 0.00015164059004746377, + "kl_loss": 0.0051671708934009075, + "lyap1_mean": 0.009660344570875168, + "lyap1_max": 0.016265859827399254, + "lyap_mean": -7.32974149286747e-06, + "volume_mean": -7.32974149286747e-06, + "volume_max": 0.011804958805441856, + "frac_active": 0.4375 + }, + { + "step": 259, + "loss": 0.08655573427677155, + "floss_loss": 0.00035936234053224325, + "kl_loss": 0.008619637228548527, + "lyap1_mean": 0.012522362172603607, + "lyap1_max": 0.05275523662567139, + "lyap_mean": -0.004146983847022057, + "volume_mean": -0.004146983847022057, + "volume_max": 0.013761363923549652, + "frac_active": 0.4375 + }, + { + "step": 260, + "loss": 0.17983263731002808, + "floss_loss": 0.00016389373922720551, + "kl_loss": 0.017966873943805695, + "lyap1_mean": 0.002326288726180792, + "lyap1_max": 0.014524656347930431, + "lyap_mean": -0.006218159105628729, + "volume_mean": -0.006218159105628729, + "volume_max": 0.002630352508276701, + "frac_active": 0.25 + }, + { + "step": 261, + "loss": 1.0015299320220947, + "floss_loss": 0.00035577849484980106, + "kl_loss": 0.10011741518974304, + "lyap1_mean": -0.0048903366550803185, + "lyap1_max": 0.03081700950860977, + "lyap_mean": -0.012965830974280834, + "volume_mean": -0.012965830974280834, + "volume_max": 5.320040509104729e-05, + "frac_active": 0.0625 + }, + { + "step": 262, + "loss": 0.1973179280757904, + "floss_loss": 0.00017287340597249568, + "kl_loss": 0.019714506343007088, + "lyap1_mean": 0.009433130733668804, + "lyap1_max": 0.019722692668437958, + "lyap_mean": -0.003299119183793664, + "volume_mean": -0.003299119183793664, + "volume_max": 0.006623184308409691, + "frac_active": 0.5 + }, + { + "step": 263, + "loss": 0.9040483236312866, + "floss_loss": 0.00038045243127271533, + "kl_loss": 0.09036678820848465, + "lyap1_mean": -0.0051448531448841095, + "lyap1_max": 0.011402594856917858, + "lyap_mean": -0.013597952201962471, + "volume_mean": -0.013597952201962471, + "volume_max": 0.0028227970469743013, + "frac_active": 0.25 + }, + { + "step": 264, + "loss": 0.34676674008369446, + "floss_loss": 0.00033565470948815346, + "kl_loss": 0.034643106162548065, + "lyap1_mean": -0.009334051981568336, + "lyap1_max": 0.0147949093952775, + "lyap_mean": -0.015074157156050205, + "volume_mean": -0.015074157156050205, + "volume_max": -0.0014121057465672493, + "frac_active": 0.0625 + }, + { + "step": 265, + "loss": 0.0025597289204597473, + "floss_loss": 0.0003253020695410669, + "kl_loss": 0.00022344267927110195, + "lyap1_mean": -0.015019607730209827, + "lyap1_max": -0.002621830441057682, + "lyap_mean": -0.015904586762189865, + "volume_mean": -0.015904586762189865, + "volume_max": -0.002882228698581457, + "frac_active": 0.0625 + }, + { + "step": 266, + "loss": 2.0966923236846924, + "floss_loss": 0.0003051726089324802, + "kl_loss": 0.20963871479034424, + "lyap1_mean": -0.010709159076213837, + "lyap1_max": 0.0014157019322738051, + "lyap_mean": -0.01577567681670189, + "volume_mean": -0.01577567681670189, + "volume_max": -0.011395547538995743, + "frac_active": 0.0625 + }, + { + "step": 267, + "loss": 0.40085697174072266, + "floss_loss": 0.0004788083606399596, + "kl_loss": 0.040037818253040314, + "lyap1_mean": -0.012837680988013744, + "lyap1_max": 0.006895024329423904, + "lyap_mean": -0.015567958354949951, + "volume_mean": -0.015567958354949951, + "volume_max": 0.002465259749442339, + "frac_active": 0.3125 + }, + { + "step": 268, + "loss": 0.09647148847579956, + "floss_loss": 0.0003156989114359021, + "kl_loss": 0.0096155796200037, + "lyap1_mean": 0.007163393311202526, + "lyap1_max": 0.01564275100827217, + "lyap_mean": -0.010960678569972515, + "volume_mean": -0.010960678569972515, + "volume_max": -0.002989222062751651, + "frac_active": 0.1875 + }, + { + "step": 269, + "loss": 8.411745071411133, + "floss_loss": 0.00036966108018532395, + "kl_loss": 0.8411374688148499, + "lyap1_mean": -0.012341691181063652, + "lyap1_max": 0.002038470935076475, + "lyap_mean": -0.017184065654873848, + "volume_mean": -0.017184065654873848, + "volume_max": -0.012516709044575691, + "frac_active": 0.125 + }, + { + "step": 270, + "loss": 2.5008134841918945, + "floss_loss": 0.0004715078684967011, + "kl_loss": 0.2500341832637787, + "lyap1_mean": -0.013999980874359608, + "lyap1_max": -0.0038156474474817514, + "lyap_mean": -0.020458221435546875, + "volume_mean": -0.020458221435546875, + "volume_max": -0.016477186232805252, + "frac_active": 0.0 + }, + { + "step": 271, + "loss": 1.9468048810958862, + "floss_loss": 0.000519364548381418, + "kl_loss": 0.1946285516023636, + "lyap1_mean": -0.020973753184080124, + "lyap1_max": -0.011859067715704441, + "lyap_mean": -0.02209065854549408, + "volume_mean": -0.02209065854549408, + "volume_max": -0.015695810317993164, + "frac_active": 0.0 + }, + { + "step": 272, + "loss": 0.7395974397659302, + "floss_loss": 0.00045956362737342715, + "kl_loss": 0.07391379028558731, + "lyap1_mean": 0.0015735030174255371, + "lyap1_max": 0.03775661438703537, + "lyap_mean": -0.014226492494344711, + "volume_mean": -0.014226492494344711, + "volume_max": -0.009011982940137386, + "frac_active": 0.0625 + }, + { + "step": 273, + "loss": 2.299062728881836, + "floss_loss": 0.0005004105041734874, + "kl_loss": 0.2298562377691269, + "lyap1_mean": 0.01675177551805973, + "lyap1_max": 0.03959707170724869, + "lyap_mean": -0.00913497619330883, + "volume_mean": -0.00913497619330883, + "volume_max": 0.004870936274528503, + "frac_active": 0.125 + }, + { + "step": 274, + "loss": 2.8672103881835938, + "floss_loss": 0.00044782698387280107, + "kl_loss": 0.2866762578487396, + "lyap1_mean": -0.007611475884914398, + "lyap1_max": 0.007473646197468042, + "lyap_mean": -0.013125430792570114, + "volume_mean": -0.013125430792570114, + "volume_max": 0.0017228182405233383, + "frac_active": 0.1875 + }, + { + "step": 275, + "loss": 1.9090499877929688, + "floss_loss": 0.001460102153941989, + "kl_loss": 0.19075898826122284, + "lyap1_mean": 0.045841626822948456, + "lyap1_max": 0.09799166023731232, + "lyap_mean": -0.0022298023104667664, + "volume_mean": -0.0022298023104667664, + "volume_max": 0.008996360003948212, + "frac_active": 0.1875 + }, + { + "step": 276, + "loss": 0.828082799911499, + "floss_loss": 0.0003025828336831182, + "kl_loss": 0.08277802169322968, + "lyap1_mean": 0.01458941400051117, + "lyap1_max": 0.0533766932785511, + "lyap_mean": 0.0014552462380379438, + "volume_mean": 0.0014552462380379438, + "volume_max": 0.01626737229526043, + "frac_active": 0.375 + }, + { + "step": 277, + "loss": 0.49182090163230896, + "floss_loss": 0.00020969114848412573, + "kl_loss": 0.049161121249198914, + "lyap1_mean": 0.004622414708137512, + "lyap1_max": 0.029892312362790108, + "lyap_mean": -0.007799268700182438, + "volume_mean": -0.007799268700182438, + "volume_max": -0.005353763699531555, + "frac_active": 0.1875 + }, + { + "step": 278, + "loss": 0.17128844559192657, + "floss_loss": 0.00017301009211223572, + "kl_loss": 0.01711154356598854, + "lyap1_mean": -0.004591005854308605, + "lyap1_max": 0.008929946459829807, + "lyap_mean": -0.007553738076239824, + "volume_mean": -0.007553738076239824, + "volume_max": 0.00290668080560863, + "frac_active": 0.25 + }, + { + "step": 279, + "loss": 0.5467201471328735, + "floss_loss": 0.0004929418209940195, + "kl_loss": 0.054622720927000046, + "lyap1_mean": -0.007415862288326025, + "lyap1_max": 0.030132362619042397, + "lyap_mean": -0.014147692359983921, + "volume_mean": -0.014147692359983921, + "volume_max": 0.005049463827162981, + "frac_active": 0.25 + }, + { + "step": 280, + "loss": 1.9990088939666748, + "floss_loss": 0.0003040054871235043, + "kl_loss": 0.1998704969882965, + "lyap1_mean": 0.011449435725808144, + "lyap1_max": 0.02527119778096676, + "lyap_mean": 0.002128109335899353, + "volume_mean": 0.002128109335899353, + "volume_max": 0.020782118663191795, + "frac_active": 0.4375 + }, + { + "step": 281, + "loss": 0.003812020644545555, + "floss_loss": 0.0012474155519157648, + "kl_loss": 0.00025646050926297903, + "lyap1_mean": 0.03315112739801407, + "lyap1_max": 0.0741884708404541, + "lyap_mean": 0.011023908853530884, + "volume_mean": 0.011023908853530884, + "volume_max": 0.05061578005552292, + "frac_active": 0.625 + }, + { + "step": 282, + "loss": 1.727525234222412, + "floss_loss": 0.000685619655996561, + "kl_loss": 0.1726839691400528, + "lyap1_mean": 0.003388546407222748, + "lyap1_max": 0.049122389405965805, + "lyap_mean": -0.009340906515717506, + "volume_mean": -0.009340906515717506, + "volume_max": 0.012163901701569557, + "frac_active": 0.3125 + }, + { + "step": 283, + "loss": 0.9873592853546143, + "floss_loss": 0.0016628892626613379, + "kl_loss": 0.09856963902711868, + "lyap1_mean": 0.042623404413461685, + "lyap1_max": 0.0750121995806694, + "lyap_mean": 0.02408766932785511, + "volume_mean": 0.02408766932785511, + "volume_max": 0.04435654729604721, + "frac_active": 0.75 + }, + { + "step": 284, + "loss": 0.0955655574798584, + "floss_loss": 0.0005778230261057615, + "kl_loss": 0.009498773142695427, + "lyap1_mean": 0.03288447856903076, + "lyap1_max": 0.05623944103717804, + "lyap_mean": 0.014464054256677628, + "volume_mean": 0.014464054256677628, + "volume_max": 0.03366668522357941, + "frac_active": 0.6875 + }, + { + "step": 285, + "loss": 0.4374602735042572, + "floss_loss": 0.0005200197920203209, + "kl_loss": 0.04369402676820755, + "lyap1_mean": 0.037680674344301224, + "lyap1_max": 0.04465894773602486, + "lyap_mean": 0.010925388894975185, + "volume_mean": 0.010925388894975185, + "volume_max": 0.023971419781446457, + "frac_active": 0.6875 + }, + { + "step": 286, + "loss": 0.0028117159381508827, + "floss_loss": 0.00042652373667806387, + "kl_loss": 0.00023851920559536666, + "lyap1_mean": 0.025628775358200073, + "lyap1_max": 0.042873281985521317, + "lyap_mean": 0.005037332884967327, + "volume_mean": 0.005037332884967327, + "volume_max": 0.013359839096665382, + "frac_active": 0.625 + }, + { + "step": 287, + "loss": 0.37446680665016174, + "floss_loss": 0.0009418244590051472, + "kl_loss": 0.03735249862074852, + "lyap1_mean": 0.028550613671541214, + "lyap1_max": 0.07659877836704254, + "lyap_mean": 0.005180053412914276, + "volume_mean": 0.005180053412914276, + "volume_max": 0.04213636368513107, + "frac_active": 0.375 + }, + { + "step": 288, + "loss": 1.153031826019287, + "floss_loss": 0.0005059436080045998, + "kl_loss": 0.11525259166955948, + "lyap1_mean": 0.010661199688911438, + "lyap1_max": 0.03029714711010456, + "lyap_mean": -0.012235306203365326, + "volume_mean": -0.012235306203365326, + "volume_max": -0.004232797771692276, + "frac_active": 0.1875 + }, + { + "step": 289, + "loss": 0.0018994970014318824, + "floss_loss": 0.0004370681708678603, + "kl_loss": 0.00014624287723563612, + "lyap1_mean": -0.00013225036673247814, + "lyap1_max": 0.01183027308434248, + "lyap_mean": -0.016432035714387894, + "volume_mean": -0.016432035714387894, + "volume_max": -0.006053559482097626, + "frac_active": 0.0625 + }, + { + "step": 290, + "loss": 0.31710171699523926, + "floss_loss": 0.00042818300426006317, + "kl_loss": 0.031667355448007584, + "lyap1_mean": -0.00711458083242178, + "lyap1_max": 0.004451264627277851, + "lyap_mean": -0.01701655425131321, + "volume_mean": -0.01701655425131321, + "volume_max": -0.0095573291182518, + "frac_active": 0.0625 + }, + { + "step": 291, + "loss": 0.07064683735370636, + "floss_loss": 0.0006389610935002565, + "kl_loss": 0.007000787183642387, + "lyap1_mean": -0.006462774705141783, + "lyap1_max": 0.0092605110257864, + "lyap_mean": -0.021253181621432304, + "volume_mean": -0.021253181621432304, + "volume_max": -0.013294778764247894, + "frac_active": 0.125 + }, + { + "step": 292, + "loss": 3.9372618198394775, + "floss_loss": 0.00048669963143765926, + "kl_loss": 0.3936775326728821, + "lyap1_mean": -0.0011187883792445064, + "lyap1_max": 0.011519713327288628, + "lyap_mean": -0.01499093510210514, + "volume_mean": -0.01499093510210514, + "volume_max": 0.00016749859787523746, + "frac_active": 0.25 + }, + { + "step": 293, + "loss": 0.08424505591392517, + "floss_loss": 0.0006818092660978436, + "kl_loss": 0.008356324397027493, + "lyap1_mean": -0.004788504447788, + "lyap1_max": 0.02239767089486122, + "lyap_mean": -0.01968427002429962, + "volume_mean": -0.01968427002429962, + "volume_max": -0.008925261907279491, + "frac_active": 0.125 + }, + { + "step": 294, + "loss": 9.315251350402832, + "floss_loss": 0.0009906628401950002, + "kl_loss": 0.9314260482788086, + "lyap1_mean": -0.02810513786971569, + "lyap1_max": -0.022202245891094208, + "lyap_mean": -0.030820876359939575, + "volume_mean": -0.030820876359939575, + "volume_max": -0.02583906054496765, + "frac_active": 0.0 + }, + { + "step": 295, + "loss": 0.3518885672092438, + "floss_loss": 0.0007269177003763616, + "kl_loss": 0.03511616587638855, + "lyap1_mean": -0.022486701607704163, + "lyap1_max": -0.012841248884797096, + "lyap_mean": -0.024686578661203384, + "volume_mean": -0.024686578661203384, + "volume_max": -0.011797797866165638, + "frac_active": 0.0 + }, + { + "step": 296, + "loss": 1.5760327577590942, + "floss_loss": 0.00040737411472946405, + "kl_loss": 0.15756253898143768, + "lyap1_mean": -0.004895136691629887, + "lyap1_max": 0.029456408694386482, + "lyap_mean": -0.0150592140853405, + "volume_mean": -0.0150592140853405, + "volume_max": -0.008211705833673477, + "frac_active": 0.0625 + }, + { + "step": 297, + "loss": 0.13998353481292725, + "floss_loss": 0.0007255421951413155, + "kl_loss": 0.01392580009996891, + "lyap1_mean": -0.013290736824274063, + "lyap1_max": 0.0035658031702041626, + "lyap_mean": -0.02458002418279648, + "volume_mean": -0.02458002418279648, + "volume_max": -0.017792195081710815, + "frac_active": 0.125 + }, + { + "step": 298, + "loss": 0.7287922501564026, + "floss_loss": 0.0008967269095592201, + "kl_loss": 0.07278954982757568, + "lyap1_mean": -0.018265601247549057, + "lyap1_max": 0.014715712517499924, + "lyap_mean": -0.02725611999630928, + "volume_mean": -0.02725611999630928, + "volume_max": -0.015358617529273033, + "frac_active": 0.0625 + }, + { + "step": 299, + "loss": 3.3833141326904297, + "floss_loss": 0.0006515997811220586, + "kl_loss": 0.3382662534713745, + "lyap1_mean": -0.0069175357930362225, + "lyap1_max": 0.039567116647958755, + "lyap_mean": -0.019770801067352295, + "volume_mean": -0.019770801067352295, + "volume_max": -0.006579468958079815, + "frac_active": 0.0625 + }, + { + "step": 300, + "loss": 0.1663520187139511, + "floss_loss": 0.0006735221832059324, + "kl_loss": 0.01656785048544407, + "lyap1_mean": -0.02098240703344345, + "lyap1_max": -0.014207536354660988, + "lyap_mean": -0.02547995187342167, + "volume_mean": -0.02547995187342167, + "volume_max": -0.022506272420287132, + "frac_active": 0.0 + }, + { + "step": 301, + "loss": 0.4022296369075775, + "floss_loss": 0.0006311757024377584, + "kl_loss": 0.04015984386205673, + "lyap1_mean": -0.021639956161379814, + "lyap1_max": -0.014774158596992493, + "lyap_mean": -0.024341177195310593, + "volume_mean": -0.024341177195310593, + "volume_max": -0.016946502029895782, + "frac_active": 0.0 + }, + { + "step": 302, + "loss": 0.015133854933083057, + "floss_loss": 0.0005074344226159155, + "kl_loss": 0.0014626419870182872, + "lyap1_mean": -0.015613086521625519, + "lyap1_max": 0.004072103649377823, + "lyap_mean": -0.02001059427857399, + "volume_mean": -0.02001059427857399, + "volume_max": -0.010070517659187317, + "frac_active": 0.125 + }, + { + "step": 303, + "loss": 0.2202448695898056, + "floss_loss": 0.0003017054405063391, + "kl_loss": 0.021994316950440407, + "lyap1_mean": 0.0005455105565488338, + "lyap1_max": 0.03162398934364319, + "lyap_mean": -0.010651381686329842, + "volume_mean": -0.010651381686329842, + "volume_max": -0.0013491949066519737, + "frac_active": 0.125 + }, + { + "step": 304, + "loss": 0.24548271298408508, + "floss_loss": 0.0005055652582086623, + "kl_loss": 0.024497713893651962, + "lyap1_mean": -0.01870645396411419, + "lyap1_max": -0.012630654498934746, + "lyap_mean": -0.020880287513136864, + "volume_mean": -0.020880287513136864, + "volume_max": -0.014292198233306408, + "frac_active": 0.0 + }, + { + "step": 305, + "loss": 0.0012085698544979095, + "floss_loss": 0.0005382778472267091, + "kl_loss": 6.702920654788613e-05, + "lyap1_mean": 0.024054737761616707, + "lyap1_max": 0.0819142758846283, + "lyap_mean": 0.0044093141332268715, + "volume_mean": 0.0044093141332268715, + "volume_max": 0.01755928248167038, + "frac_active": 0.4375 + }, + { + "step": 306, + "loss": 0.08152373135089874, + "floss_loss": 0.0003439132997300476, + "kl_loss": 0.008117982186377048, + "lyap1_mean": -0.012883041985332966, + "lyap1_max": 0.003472563112154603, + "lyap_mean": -0.012026115320622921, + "volume_mean": -0.012026115320622921, + "volume_max": 0.0007352686952799559, + "frac_active": 0.3125 + }, + { + "step": 307, + "loss": 0.0946098193526268, + "floss_loss": 0.000645945081487298, + "kl_loss": 0.0093963872641325, + "lyap1_mean": 0.0010425408836454153, + "lyap1_max": 0.04480870068073273, + "lyap_mean": -0.015710830688476562, + "volume_mean": -0.015710830688476562, + "volume_max": 0.004054848104715347, + "frac_active": 0.0625 + }, + { + "step": 308, + "loss": 0.13570082187652588, + "floss_loss": 0.0004265003080945462, + "kl_loss": 0.013527431525290012, + "lyap1_mean": 0.028767859563231468, + "lyap1_max": 0.0352645218372345, + "lyap_mean": 0.0046255458146333694, + "volume_mean": 0.0046255458146333694, + "volume_max": 0.01004047505557537, + "frac_active": 0.5625 + }, + { + "step": 309, + "loss": 0.11021983623504639, + "floss_loss": 0.00020713778212666512, + "kl_loss": 0.011001269333064556, + "lyap1_mean": 0.011808007024228573, + "lyap1_max": 0.024622833356261253, + "lyap_mean": -0.005235846620053053, + "volume_mean": -0.005235846620053053, + "volume_max": 0.0011254195123910904, + "frac_active": 0.3125 + }, + { + "step": 310, + "loss": 6.417064666748047, + "floss_loss": 0.0003106202930212021, + "kl_loss": 0.6416754126548767, + "lyap1_mean": 0.03008432313799858, + "lyap1_max": 0.03894728049635887, + "lyap_mean": 0.0037693888880312443, + "volume_mean": 0.0037693888880312443, + "volume_max": 0.0102546913549304, + "frac_active": 0.4375 + }, + { + "step": 311, + "loss": 0.24915091693401337, + "floss_loss": 0.00035548978485167027, + "kl_loss": 0.024879541248083115, + "lyap1_mean": 0.01632741093635559, + "lyap1_max": 0.03786955401301384, + "lyap_mean": -0.006344938185065985, + "volume_mean": -0.006344938185065985, + "volume_max": 0.00728636234998703, + "frac_active": 0.375 + }, + { + "step": 312, + "loss": 2.449979066848755, + "floss_loss": 0.00024777904036454856, + "kl_loss": 0.24497312307357788, + "lyap1_mean": 0.01637374237179756, + "lyap1_max": 0.03153303638100624, + "lyap_mean": -0.002216123975813389, + "volume_mean": -0.002216123975813389, + "volume_max": 0.005672394298017025, + "frac_active": 0.5 + }, + { + "step": 313, + "loss": 0.0032049608416855335, + "floss_loss": 0.0005871095927432179, + "kl_loss": 0.0002617851132526994, + "lyap1_mean": 0.023511255159974098, + "lyap1_max": 0.04527837410569191, + "lyap_mean": 0.0020502752158790827, + "volume_mean": 0.0020502752158790827, + "volume_max": 0.03306692838668823, + "frac_active": 0.4375 + }, + { + "step": 314, + "loss": 0.934696614742279, + "floss_loss": 0.0002468271413818002, + "kl_loss": 0.09344498068094254, + "lyap1_mean": 0.01695392094552517, + "lyap1_max": 0.025374194607138634, + "lyap_mean": -0.004075550474226475, + "volume_mean": -0.004075550474226475, + "volume_max": 0.004107339773327112, + "frac_active": 0.4375 + }, + { + "step": 315, + "loss": 0.6461278796195984, + "floss_loss": 0.00025397652643732727, + "kl_loss": 0.06458739191293716, + "lyap1_mean": 0.0013034376315772533, + "lyap1_max": 0.024195192381739616, + "lyap_mean": -0.007674195803701878, + "volume_mean": -0.007674195803701878, + "volume_max": 0.004372327588498592, + "frac_active": 0.1875 + }, + { + "step": 316, + "loss": 0.13947352766990662, + "floss_loss": 0.0004861110937781632, + "kl_loss": 0.013898742385208607, + "lyap1_mean": -0.010133701376616955, + "lyap1_max": 0.00487304013222456, + "lyap_mean": -0.018210289999842644, + "volume_mean": -0.018210289999842644, + "volume_max": -0.009362930431962013, + "frac_active": 0.125 + }, + { + "step": 317, + "loss": 0.1506795883178711, + "floss_loss": 0.0004430451081134379, + "kl_loss": 0.015023655258119106, + "lyap1_mean": -0.014849288389086723, + "lyap1_max": -0.00932723842561245, + "lyap_mean": -0.018420539796352386, + "volume_mean": -0.018420539796352386, + "volume_max": -0.009918979369103909, + "frac_active": 0.0625 + }, + { + "step": 318, + "loss": 0.006166895851492882, + "floss_loss": 0.0003849340137094259, + "kl_loss": 0.0005781961954198778, + "lyap1_mean": -0.005960386712104082, + "lyap1_max": 0.022136030718684196, + "lyap_mean": -0.00897949282079935, + "volume_mean": -0.00897949282079935, + "volume_max": 0.017730139195919037, + "frac_active": 0.3125 + }, + { + "step": 319, + "loss": 0.25411659479141235, + "floss_loss": 0.00022328976774588227, + "kl_loss": 0.025389332324266434, + "lyap1_mean": -0.00713421031832695, + "lyap1_max": 0.006365681067109108, + "lyap_mean": -0.012382770888507366, + "volume_mean": -0.012382770888507366, + "volume_max": -0.006996702402830124, + "frac_active": 0.0625 + }, + { + "step": 320, + "loss": 0.45429688692092896, + "floss_loss": 0.0002075995726045221, + "kl_loss": 0.04540892690420151, + "lyap1_mean": -0.008585173636674881, + "lyap1_max": -0.002827488584443927, + "lyap_mean": -0.011584488674998283, + "volume_mean": -0.011584488674998283, + "volume_max": -0.003753634402528405, + "frac_active": 0.0625 + }, + { + "step": 321, + "loss": 0.006476159673184156, + "floss_loss": 0.0003880964941345155, + "kl_loss": 0.0006088063237257302, + "lyap1_mean": -0.01210339181125164, + "lyap1_max": 0.007964080199599266, + "lyap_mean": -0.016150809824466705, + "volume_mean": -0.016150809824466705, + "volume_max": -0.005090095102787018, + "frac_active": 0.125 + }, + { + "step": 322, + "loss": 0.06282753497362137, + "floss_loss": 0.0002968785120174289, + "kl_loss": 0.006253066007047892, + "lyap1_mean": -0.008707646280527115, + "lyap1_max": -0.0040022218599915504, + "lyap_mean": -0.015828104689717293, + "volume_mean": -0.015828104689717293, + "volume_max": -0.010893174447119236, + "frac_active": 0.0 + }, + { + "step": 323, + "loss": 0.1496194750070572, + "floss_loss": 0.0001985794515348971, + "kl_loss": 0.014942090027034283, + "lyap1_mean": -0.001537275966256857, + "lyap1_max": 0.009811091236770153, + "lyap_mean": -0.007397213950753212, + "volume_mean": -0.007397213950753212, + "volume_max": 0.0012277024798095226, + "frac_active": 0.1875 + }, + { + "step": 324, + "loss": 0.09209880232810974, + "floss_loss": 0.00015036892727948725, + "kl_loss": 0.009194843471050262, + "lyap1_mean": 0.008788013830780983, + "lyap1_max": 0.022580690681934357, + "lyap_mean": -0.004416442010551691, + "volume_mean": -0.004416442010551691, + "volume_max": 0.00289118941873312, + "frac_active": 0.375 + }, + { + "step": 325, + "loss": 0.08085489273071289, + "floss_loss": 0.00019784797041211277, + "kl_loss": 0.008065704256296158, + "lyap1_mean": -0.0009427075274288654, + "lyap1_max": 0.015765061601996422, + "lyap_mean": -0.0018592489650472999, + "volume_mean": -0.0018592489650472999, + "volume_max": 0.004512316547334194, + "frac_active": 0.3125 + }, + { + "step": 326, + "loss": 0.27243468165397644, + "floss_loss": 0.00036989146610721946, + "kl_loss": 0.027206480503082275, + "lyap1_mean": 0.023896899074316025, + "lyap1_max": 0.038117632269859314, + "lyap_mean": 0.002439405070617795, + "volume_mean": 0.002439405070617795, + "volume_max": 0.015077397227287292, + "frac_active": 0.5625 + }, + { + "step": 327, + "loss": 0.3243463635444641, + "floss_loss": 0.00037019397132098675, + "kl_loss": 0.032397616654634476, + "lyap1_mean": 0.025819992646574974, + "lyap1_max": 0.0456860177218914, + "lyap_mean": 0.007492519449442625, + "volume_mean": 0.007492519449442625, + "volume_max": 0.019059855490922928, + "frac_active": 0.625 + }, + { + "step": 328, + "loss": 0.14959357678890228, + "floss_loss": 0.0006750341271981597, + "kl_loss": 0.014891854487359524, + "lyap1_mean": 0.02867356315255165, + "lyap1_max": 0.06954113394021988, + "lyap_mean": -0.004442407749593258, + "volume_mean": -0.004442407749593258, + "volume_max": 0.0035232692025601864, + "frac_active": 0.25 + }, + { + "step": 329, + "loss": 0.0007500644423998892, + "floss_loss": 0.0006485058693215251, + "kl_loss": 1.015585530694807e-05, + "lyap1_mean": 0.0027875155210494995, + "lyap1_max": 0.037714067846536636, + "lyap_mean": -0.01281679142266512, + "volume_mean": -0.01281679142266512, + "volume_max": 0.0009917072020471096, + "frac_active": 0.3125 + }, + { + "step": 330, + "loss": 6.546830654144287, + "floss_loss": 0.0002674852730706334, + "kl_loss": 0.6546562910079956, + "lyap1_mean": 0.00996567215770483, + "lyap1_max": 0.02755090221762657, + "lyap_mean": -0.0026107318699359894, + "volume_mean": -0.0026107318699359894, + "volume_max": 0.018356308341026306, + "frac_active": 0.375 + }, + { + "step": 331, + "loss": 0.8697050213813782, + "floss_loss": 0.0001394652499584481, + "kl_loss": 0.08695655316114426, + "lyap1_mean": 0.018610280007123947, + "lyap1_max": 0.02824554033577442, + "lyap_mean": 0.004474634304642677, + "volume_mean": 0.004474634304642677, + "volume_max": 0.007900888100266457, + "frac_active": 0.5625 + }, + { + "step": 332, + "loss": 0.11853790283203125, + "floss_loss": 0.00016814490663819015, + "kl_loss": 0.011836975812911987, + "lyap1_mean": 0.013445832766592503, + "lyap1_max": 0.018499422818422318, + "lyap_mean": -0.003668183460831642, + "volume_mean": -0.003668183460831642, + "volume_max": 0.005269512999802828, + "frac_active": 0.375 + }, + { + "step": 333, + "loss": 0.18749889731407166, + "floss_loss": 0.00030005205189809203, + "kl_loss": 0.018719885498285294, + "lyap1_mean": 0.022839874029159546, + "lyap1_max": 0.03935385122895241, + "lyap_mean": 0.006306204944849014, + "volume_mean": 0.006306204944849014, + "volume_max": 0.01752385124564171, + "frac_active": 0.625 + }, + { + "step": 334, + "loss": 0.0002621333405841142, + "floss_loss": 0.00017968815518543124, + "kl_loss": 8.244519449362997e-06, + "lyap1_mean": 0.00035980413667857647, + "lyap1_max": 0.01121581718325615, + "lyap_mean": -0.0065720840357244015, + "volume_mean": -0.0065720840357244015, + "volume_max": 0.0037651625461876392, + "frac_active": 0.25 + }, + { + "step": 335, + "loss": 0.14227458834648132, + "floss_loss": 0.00044738774886354804, + "kl_loss": 0.014182720333337784, + "lyap1_mean": -0.008991943672299385, + "lyap1_max": 0.004916493780910969, + "lyap_mean": -0.014336830005049706, + "volume_mean": -0.014336830005049706, + "volume_max": 0.006989697925746441, + "frac_active": 0.25 + }, + { + "step": 336, + "loss": 3.7640254497528076, + "floss_loss": 0.0002505612501408905, + "kl_loss": 0.37637749314308167, + "lyap1_mean": -0.013060836121439934, + "lyap1_max": 0.0004902651417069137, + "lyap_mean": -0.0140693299472332, + "volume_mean": -0.0140693299472332, + "volume_max": -0.007812965661287308, + "frac_active": 0.0625 + }, + { + "step": 337, + "loss": 0.002073140349239111, + "floss_loss": 0.00021363793348427862, + "kl_loss": 0.0001859502517618239, + "lyap1_mean": 0.012968722730875015, + "lyap1_max": 0.03303291276097298, + "lyap_mean": -0.003398521803319454, + "volume_mean": -0.003398521803319454, + "volume_max": 0.004985978361219168, + "frac_active": 0.375 + }, + { + "step": 338, + "loss": 2.5282726287841797, + "floss_loss": 0.0003032132226508111, + "kl_loss": 0.2527969479560852, + "lyap1_mean": -0.01282426156103611, + "lyap1_max": -0.0018180222250521183, + "lyap_mean": -0.014940784312784672, + "volume_mean": -0.014940784312784672, + "volume_max": -0.0029447837732732296, + "frac_active": 0.0625 + }, + { + "step": 339, + "loss": 2.9413669109344482, + "floss_loss": 0.0005344932433217764, + "kl_loss": 0.29408323764801025, + "lyap1_mean": -0.018106210976839066, + "lyap1_max": -0.005031026899814606, + "lyap_mean": -0.02195313386619091, + "volume_mean": -0.02195313386619091, + "volume_max": -0.013489284552633762, + "frac_active": 0.0 + }, + { + "step": 340, + "loss": 1.4482654333114624, + "floss_loss": 0.0004852208658121526, + "kl_loss": 0.1447780281305313, + "lyap1_mean": -0.015744008123874664, + "lyap1_max": 0.00024137429136317223, + "lyap_mean": -0.01943329907953739, + "volume_mean": -0.01943329907953739, + "volume_max": -0.0032604984007775784, + "frac_active": 0.125 + }, + { + "step": 341, + "loss": 0.3948765695095062, + "floss_loss": 0.0005197651917114854, + "kl_loss": 0.03943568095564842, + "lyap1_mean": -0.018853656947612762, + "lyap1_max": -0.003910645376890898, + "lyap_mean": -0.020799458026885986, + "volume_mean": -0.020799458026885986, + "volume_max": -0.01107292901724577, + "frac_active": 0.0 + }, + { + "step": 342, + "loss": 1.8440921306610107, + "floss_loss": 0.0005191225209273398, + "kl_loss": 0.18435730040073395, + "lyap1_mean": -0.021382182836532593, + "lyap1_max": -0.016486629843711853, + "lyap_mean": -0.02156381867825985, + "volume_mean": -0.02156381867825985, + "volume_max": -0.011245201341807842, + "frac_active": 0.0 + }, + { + "step": 343, + "loss": 0.38572657108306885, + "floss_loss": 0.0006514264387078583, + "kl_loss": 0.03850751370191574, + "lyap1_mean": -0.022897057235240936, + "lyap1_max": -0.0058757164515554905, + "lyap_mean": -0.024262763559818268, + "volume_mean": -0.024262763559818268, + "volume_max": -0.013044355437159538, + "frac_active": 0.0 + }, + { + "step": 344, + "loss": 0.31072887778282166, + "floss_loss": 0.0006432038499042392, + "kl_loss": 0.031008567661046982, + "lyap1_mean": -0.018692854791879654, + "lyap1_max": -0.00427578529343009, + "lyap_mean": -0.02454054355621338, + "volume_mean": -0.02454054355621338, + "volume_max": -0.02049390599131584, + "frac_active": 0.0 + }, + { + "step": 345, + "loss": 0.029063722118735313, + "floss_loss": 0.0003480321611277759, + "kl_loss": 0.002871569013223052, + "lyap1_mean": -0.007825111970305443, + "lyap1_max": 0.014468603767454624, + "lyap_mean": -0.01586141437292099, + "volume_mean": -0.01586141437292099, + "volume_max": -0.008721900172531605, + "frac_active": 0.0625 + }, + { + "step": 346, + "loss": 0.47062426805496216, + "floss_loss": 0.00044109459850005805, + "kl_loss": 0.04701831564307213, + "lyap1_mean": -0.012417714111506939, + "lyap1_max": -0.0028210727032274008, + "lyap_mean": -0.019075283780694008, + "volume_mean": -0.019075283780694008, + "volume_max": -0.011965829879045486, + "frac_active": 0.0 + }, + { + "step": 347, + "loss": 0.4735448360443115, + "floss_loss": 0.000411498942412436, + "kl_loss": 0.04731333255767822, + "lyap1_mean": -0.0010471194982528687, + "lyap1_max": 0.03316565975546837, + "lyap_mean": -0.014156789518892765, + "volume_mean": -0.014156789518892765, + "volume_max": -0.007119455374777317, + "frac_active": 0.125 + }, + { + "step": 348, + "loss": 0.09410218894481659, + "floss_loss": 0.0001764332118909806, + "kl_loss": 0.009392576292157173, + "lyap1_mean": 0.008152378723025322, + "lyap1_max": 0.027752961963415146, + "lyap_mean": 0.0025760747957974672, + "volume_mean": 0.0025760747957974672, + "volume_max": 0.014562823809683323, + "frac_active": 0.5625 + }, + { + "step": 349, + "loss": 0.19365863502025604, + "floss_loss": 0.0003200627688784152, + "kl_loss": 0.0193338580429554, + "lyap1_mean": -0.01040149386972189, + "lyap1_max": 0.001965330680832267, + "lyap_mean": -0.014771423302590847, + "volume_mean": -0.014771423302590847, + "volume_max": -0.005444006994366646, + "frac_active": 0.0625 + }, + { + "step": 350, + "loss": 0.0008997443947009742, + "floss_loss": 0.0003173359436914325, + "kl_loss": 5.824084291816689e-05, + "lyap1_mean": 0.01172207947820425, + "lyap1_max": 0.04519243165850639, + "lyap_mean": -0.004581748507916927, + "volume_mean": -0.004581748507916927, + "volume_max": 0.004308505915105343, + "frac_active": 0.25 + }, + { + "step": 351, + "loss": 1.3022854328155518, + "floss_loss": 0.0002862914407160133, + "kl_loss": 0.13019990921020508, + "lyap1_mean": 0.01963244378566742, + "lyap1_max": 0.040473826229572296, + "lyap_mean": 0.004166006576269865, + "volume_mean": 0.004166006576269865, + "volume_max": 0.01571633666753769, + "frac_active": 0.625 + }, + { + "step": 352, + "loss": 0.350763738155365, + "floss_loss": 0.0004947956185787916, + "kl_loss": 0.03502689301967621, + "lyap1_mean": 0.01378158200532198, + "lyap1_max": 0.04368428885936737, + "lyap_mean": -0.006117612589150667, + "volume_mean": -0.006117612589150667, + "volume_max": 0.005830458831042051, + "frac_active": 0.3125 + }, + { + "step": 353, + "loss": 4.223708152770996, + "floss_loss": 0.0007757041603326797, + "kl_loss": 0.4222932457923889, + "lyap1_mean": 0.03196033835411072, + "lyap1_max": 0.04468232020735741, + "lyap_mean": 0.021579697728157043, + "volume_mean": 0.021579697728157043, + "volume_max": 0.026865830644965172, + "frac_active": 0.875 + }, + { + "step": 354, + "loss": 0.13026276230812073, + "floss_loss": 0.00041964664706029, + "kl_loss": 0.01298431120812893, + "lyap1_mean": 0.029537534341216087, + "lyap1_max": 0.057853586971759796, + "lyap_mean": 0.010932985693216324, + "volume_mean": 0.010932985693216324, + "volume_max": 0.020868675783276558, + "frac_active": 0.6875 + }, + { + "step": 355, + "loss": 2.774689197540283, + "floss_loss": 0.0003827719483524561, + "kl_loss": 0.2774306535720825, + "lyap1_mean": 0.02410571277141571, + "lyap1_max": 0.03216579556465149, + "lyap_mean": 0.010713609866797924, + "volume_mean": 0.010713609866797924, + "volume_max": 0.017160024493932724, + "frac_active": 0.6875 + }, + { + "step": 356, + "loss": 0.059700388461351395, + "floss_loss": 0.0002897379454225302, + "kl_loss": 0.005941065028309822, + "lyap1_mean": 0.023390423506498337, + "lyap1_max": 0.03304276242852211, + "lyap_mean": 0.008005989715456963, + "volume_mean": 0.008005989715456963, + "volume_max": 0.011963597498834133, + "frac_active": 0.6875 + }, + { + "step": 357, + "loss": 0.1284935176372528, + "floss_loss": 0.0005682689370587468, + "kl_loss": 0.012792523950338364, + "lyap1_mean": 0.03841286525130272, + "lyap1_max": 0.04861438274383545, + "lyap_mean": 0.014783678576350212, + "volume_mean": 0.014783678576350212, + "volume_max": 0.030408179387450218, + "frac_active": 0.75 + }, + { + "step": 358, + "loss": 0.19612514972686768, + "floss_loss": 0.0011169591452926397, + "kl_loss": 0.019500818103551865, + "lyap1_mean": 0.04062306135892868, + "lyap1_max": 0.07697340101003647, + "lyap_mean": 0.020373579114675522, + "volume_mean": 0.020373579114675522, + "volume_max": 0.04452165961265564, + "frac_active": 0.75 + }, + { + "step": 359, + "loss": 2.7775073051452637, + "floss_loss": 0.0006017142441123724, + "kl_loss": 0.2776905596256256, + "lyap1_mean": 0.037009987980127335, + "lyap1_max": 0.07118253409862518, + "lyap_mean": 0.012244977056980133, + "volume_mean": 0.012244977056980133, + "volume_max": 0.02256469428539276, + "frac_active": 0.625 + }, + { + "step": 360, + "loss": 2.243283748626709, + "floss_loss": 0.00035358540480956435, + "kl_loss": 0.22429300844669342, + "lyap1_mean": 0.02829575538635254, + "lyap1_max": 0.041994187980890274, + "lyap_mean": 0.007730516139417887, + "volume_mean": 0.007730516139417887, + "volume_max": 0.018637027591466904, + "frac_active": 0.625 + }, + { + "step": 361, + "loss": 0.006403608247637749, + "floss_loss": 0.00024389493046328425, + "kl_loss": 0.0006159713375382125, + "lyap1_mean": 0.008695971220731735, + "lyap1_max": 0.02621261030435562, + "lyap_mean": -0.0037406363990157843, + "volume_mean": -0.0037406363990157843, + "volume_max": 0.010186339728534222, + "frac_active": 0.375 + }, + { + "step": 362, + "loss": 0.32123103737831116, + "floss_loss": 0.0001276922266697511, + "kl_loss": 0.03211033344268799, + "lyap1_mean": 0.006241004914045334, + "lyap1_max": 0.02488566003739834, + "lyap_mean": -0.0031966972164809704, + "volume_mean": -0.0031966972164809704, + "volume_max": 0.003113809507340193, + "frac_active": 0.25 + }, + { + "step": 363, + "loss": 2.311053991317749, + "floss_loss": 0.00016352385864593089, + "kl_loss": 0.2310890406370163, + "lyap1_mean": 0.007480146363377571, + "lyap1_max": 0.02891622669994831, + "lyap_mean": -0.0015814832877367735, + "volume_mean": -0.0015814832877367735, + "volume_max": 0.011605450883507729, + "frac_active": 0.4375 + }, + { + "step": 364, + "loss": 0.10671580582857132, + "floss_loss": 0.0001447244721930474, + "kl_loss": 0.010657107457518578, + "lyap1_mean": 0.0010739339049905539, + "lyap1_max": 0.012007501907646656, + "lyap_mean": -0.008075349032878876, + "volume_mean": -0.008075349032878876, + "volume_max": -0.0024676115717738867, + "frac_active": 0.125 + }, + { + "step": 365, + "loss": 4.107755184173584, + "floss_loss": 0.0003865143225993961, + "kl_loss": 0.4107368290424347, + "lyap1_mean": -0.0040024761110544205, + "lyap1_max": 0.0195472352206707, + "lyap_mean": -0.010367447510361671, + "volume_mean": -0.010367447510361671, + "volume_max": 0.007051827851682901, + "frac_active": 0.375 + }, + { + "step": 366, + "loss": 0.011465256102383137, + "floss_loss": 0.0002517842804081738, + "kl_loss": 0.0011213471880182624, + "lyap1_mean": 0.00416651600971818, + "lyap1_max": 0.020779719576239586, + "lyap_mean": -0.008192695677280426, + "volume_mean": -0.008192695677280426, + "volume_max": 0.0007728142663836479, + "frac_active": 0.25 + }, + { + "step": 367, + "loss": 0.3365292549133301, + "floss_loss": 0.0002262637426611036, + "kl_loss": 0.03363030031323433, + "lyap1_mean": 0.01941431500017643, + "lyap1_max": 0.03922078758478165, + "lyap_mean": 0.005287647247314453, + "volume_mean": 0.005287647247314453, + "volume_max": 0.018486695364117622, + "frac_active": 0.6875 + }, + { + "step": 368, + "loss": 0.25056976079940796, + "floss_loss": 0.00021819052926730365, + "kl_loss": 0.025035157799720764, + "lyap1_mean": 0.010502291843295097, + "lyap1_max": 0.024634884670376778, + "lyap_mean": 0.0022365148179233074, + "volume_mean": 0.0022365148179233074, + "volume_max": 0.01861831732094288, + "frac_active": 0.5 + }, + { + "step": 369, + "loss": 0.00691274693235755, + "floss_loss": 0.0003612343571148813, + "kl_loss": 0.0006551512633450329, + "lyap1_mean": -0.009565779939293861, + "lyap1_max": 0.0151915168389678, + "lyap_mean": -0.010054689832031727, + "volume_mean": -0.010054689832031727, + "volume_max": 0.010633287020027637, + "frac_active": 0.25 + }, + { + "step": 370, + "loss": 0.09234365820884705, + "floss_loss": 0.00012427655747160316, + "kl_loss": 0.00922193843871355, + "lyap1_mean": 0.005621439777314663, + "lyap1_max": 0.014755379408597946, + "lyap_mean": -0.0043079061433672905, + "volume_mean": -0.0043079061433672905, + "volume_max": 0.0020885393023490906, + "frac_active": 0.4375 + }, + { + "step": 371, + "loss": 0.17748264968395233, + "floss_loss": 0.00018132112745661288, + "kl_loss": 0.01773013360798359, + "lyap1_mean": 0.013626652769744396, + "lyap1_max": 0.02309083752334118, + "lyap_mean": -0.004072873387485743, + "volume_mean": -0.004072873387485743, + "volume_max": 0.0002960080746561289, + "frac_active": 0.3125 + }, + { + "step": 372, + "loss": 0.08651523292064667, + "floss_loss": 0.0003181210486218333, + "kl_loss": 0.008619711734354496, + "lyap1_mean": 0.016354665160179138, + "lyap1_max": 0.039686162024736404, + "lyap_mean": 0.0018759830854833126, + "volume_mean": 0.0018759830854833126, + "volume_max": 0.02494579181075096, + "frac_active": 0.4375 + }, + { + "step": 373, + "loss": 0.06699546426534653, + "floss_loss": 0.00013108516577631235, + "kl_loss": 0.006686437875032425, + "lyap1_mean": 0.008572161197662354, + "lyap1_max": 0.020608866587281227, + "lyap_mean": 0.001113990438170731, + "volume_mean": 0.001113990438170731, + "volume_max": 0.007369921077042818, + "frac_active": 0.625 + }, + { + "step": 374, + "loss": 0.10494966059923172, + "floss_loss": 0.00040292146150022745, + "kl_loss": 0.010454674251377583, + "lyap1_mean": 0.010253450833261013, + "lyap1_max": 0.04592513665556908, + "lyap_mean": -0.004084567539393902, + "volume_mean": -0.004084567539393902, + "volume_max": 0.022967275232076645, + "frac_active": 0.3125 + }, + { + "step": 375, + "loss": 0.2986485958099365, + "floss_loss": 0.00018074680701829493, + "kl_loss": 0.029846785590052605, + "lyap1_mean": 0.003998792730271816, + "lyap1_max": 0.029323263093829155, + "lyap_mean": -0.004535144194960594, + "volume_mean": -0.004535144194960594, + "volume_max": 0.004326802212744951, + "frac_active": 0.375 + }, + { + "step": 376, + "loss": 0.2273007184267044, + "floss_loss": 0.0001615172077436, + "kl_loss": 0.0227139201015234, + "lyap1_mean": 0.0020633190870285034, + "lyap1_max": 0.01086448971182108, + "lyap_mean": -0.003833569586277008, + "volume_mean": -0.003833569586277008, + "volume_max": 0.0013202112168073654, + "frac_active": 0.3125 + }, + { + "step": 377, + "loss": 0.001900451141409576, + "floss_loss": 0.00039558042772114277, + "kl_loss": 0.00015048707427922636, + "lyap1_mean": 0.0007239609258249402, + "lyap1_max": 0.03349853679537773, + "lyap_mean": -0.009609011933207512, + "volume_mean": -0.009609011933207512, + "volume_max": 0.010869476944208145, + "frac_active": 0.1875 + }, + { + "step": 378, + "loss": 0.410475492477417, + "floss_loss": 0.00043699360685423017, + "kl_loss": 0.04100384935736656, + "lyap1_mean": 0.009394319728016853, + "lyap1_max": 0.023068277165293694, + "lyap_mean": -0.006569229532033205, + "volume_mean": -0.006569229532033205, + "volume_max": 0.01571340300142765, + "frac_active": 0.375 + }, + { + "step": 379, + "loss": 0.251312255859375, + "floss_loss": 0.0001848457322921604, + "kl_loss": 0.025112740695476532, + "lyap1_mean": 0.01563147082924843, + "lyap1_max": 0.03534476086497307, + "lyap_mean": 0.004377373028546572, + "volume_mean": 0.004377373028546572, + "volume_max": 0.01551862247288227, + "frac_active": 0.625 + }, + { + "step": 380, + "loss": 4.173399448394775, + "floss_loss": 0.00021686896798200905, + "kl_loss": 0.4173182249069214, + "lyap1_mean": 0.00014164531603455544, + "lyap1_max": 0.01952224224805832, + "lyap_mean": -0.008145475760102272, + "volume_mean": -0.008145475760102272, + "volume_max": 0.003435207298025489, + "frac_active": 0.25 + }, + { + "step": 381, + "loss": 0.1819305419921875, + "floss_loss": 0.0002523689763620496, + "kl_loss": 0.01816781796514988, + "lyap1_mean": -0.0088539132848382, + "lyap1_max": 0.008315371349453926, + "lyap_mean": -0.013660958968102932, + "volume_mean": -0.013660958968102932, + "volume_max": -0.00976755004376173, + "frac_active": 0.0625 + }, + { + "step": 382, + "loss": 0.001524616964161396, + "floss_loss": 0.00047651183558627963, + "kl_loss": 0.0001048105041263625, + "lyap1_mean": -0.0036724661476910114, + "lyap1_max": 0.012649565935134888, + "lyap_mean": -0.01884176954627037, + "volume_mean": -0.01884176954627037, + "volume_max": -0.01284076925367117, + "frac_active": 0.125 + }, + { + "step": 383, + "loss": 3.7488577365875244, + "floss_loss": 0.0004167869046796113, + "kl_loss": 0.37484410405158997, + "lyap1_mean": -0.018323874101042747, + "lyap1_max": -0.005885383114218712, + "lyap_mean": -0.018716860562562943, + "volume_mean": -0.018716860562562943, + "volume_max": -0.009985409677028656, + "frac_active": 0.0 + }, + { + "step": 384, + "loss": 0.22780926525592804, + "floss_loss": 0.000351303635397926, + "kl_loss": 0.02274579554796219, + "lyap1_mean": -0.013257448561489582, + "lyap1_max": 0.003911609761416912, + "lyap_mean": -0.01686543971300125, + "volume_mean": -0.01686543971300125, + "volume_max": -0.008298413828015327, + "frac_active": 0.0625 + }, + { + "step": 385, + "loss": 0.01618281751871109, + "floss_loss": 0.00034016085555776954, + "kl_loss": 0.001584265730343759, + "lyap1_mean": -0.014671369455754757, + "lyap1_max": -0.0023371418938040733, + "lyap_mean": -0.016626689583063126, + "volume_mean": -0.016626689583063126, + "volume_max": -0.006469376385211945, + "frac_active": 0.0 + }, + { + "step": 386, + "loss": 0.2193528562784195, + "floss_loss": 0.0003843421582132578, + "kl_loss": 0.0218968503177166, + "lyap1_mean": -0.017035678029060364, + "lyap1_max": -0.008744870312511921, + "lyap_mean": -0.017863577231764793, + "volume_mean": -0.017863577231764793, + "volume_max": -0.009363995864987373, + "frac_active": 0.0625 + }, + { + "step": 387, + "loss": 0.8367233276367188, + "floss_loss": 0.000468031270429492, + "kl_loss": 0.08362553268671036, + "lyap1_mean": -0.018501657992601395, + "lyap1_max": -0.010453800670802593, + "lyap_mean": -0.020597103983163834, + "volume_mean": -0.020597103983163834, + "volume_max": -0.013953188434243202, + "frac_active": 0.0 + }, + { + "step": 388, + "loss": 0.039351820945739746, + "floss_loss": 0.0004178389790467918, + "kl_loss": 0.0038933982141315937, + "lyap1_mean": -0.018668442964553833, + "lyap1_max": -0.01044992171227932, + "lyap_mean": -0.01883944496512413, + "volume_mean": -0.01883944496512413, + "volume_max": -0.010427745059132576, + "frac_active": 0.0 + }, + { + "step": 389, + "loss": 0.11989939957857132, + "floss_loss": 0.00016834291454870254, + "kl_loss": 0.011973105370998383, + "lyap1_mean": -0.004331226926296949, + "lyap1_max": 0.0033335108309984207, + "lyap_mean": -0.010793529450893402, + "volume_mean": -0.010793529450893402, + "volume_max": -0.0071039809845387936, + "frac_active": 0.0625 + }, + { + "step": 390, + "loss": 0.13790763914585114, + "floss_loss": 0.00024831402697600424, + "kl_loss": 0.013765932992100716, + "lyap1_mean": 0.0030081402510404587, + "lyap1_max": 0.029596777632832527, + "lyap_mean": -0.009386656805872917, + "volume_mean": -0.009386656805872917, + "volume_max": -0.005803317297250032, + "frac_active": 0.125 + }, + { + "step": 391, + "loss": 2.949070453643799, + "floss_loss": 0.00032573420321568847, + "kl_loss": 0.29487448930740356, + "lyap1_mean": 0.006881290581077337, + "lyap1_max": 0.03861311078071594, + "lyap_mean": -0.0056330058723688126, + "volume_mean": -0.0056330058723688126, + "volume_max": 0.008833744563162327, + "frac_active": 0.25 + }, + { + "step": 392, + "loss": 0.3107900023460388, + "floss_loss": 0.00019182005780749023, + "kl_loss": 0.03105981834232807, + "lyap1_mean": 0.01638081856071949, + "lyap1_max": 0.03248545527458191, + "lyap_mean": 0.005090177990496159, + "volume_mean": 0.005090177990496159, + "volume_max": 0.012440957129001617, + "frac_active": 0.5625 + }, + { + "step": 393, + "loss": 2.4862418174743652, + "floss_loss": 0.00044354290002956986, + "kl_loss": 0.24857984483242035, + "lyap1_mean": 0.024748845025897026, + "lyap1_max": 0.0421496257185936, + "lyap_mean": 0.007818164303898811, + "volume_mean": 0.007818164303898811, + "volume_max": 0.018714912235736847, + "frac_active": 0.6875 + }, + { + "step": 394, + "loss": 1.0285265445709229, + "floss_loss": 0.00030570727540180087, + "kl_loss": 0.10282209515571594, + "lyap1_mean": 0.018826158717274666, + "lyap1_max": 0.05057110637426376, + "lyap_mean": 0.004721520002931356, + "volume_mean": 0.004721520002931356, + "volume_max": 0.023108379915356636, + "frac_active": 0.5 + }, + { + "step": 395, + "loss": 0.44239282608032227, + "floss_loss": 0.00012510066153481603, + "kl_loss": 0.04422677308320999, + "lyap1_mean": 0.01232180092483759, + "lyap1_max": 0.03464611619710922, + "lyap_mean": 0.0021993620321154594, + "volume_mean": 0.0021993620321154594, + "volume_max": 0.0056795417331159115, + "frac_active": 0.625 + }, + { + "step": 396, + "loss": 2.4974920749664307, + "floss_loss": 0.00033469730988144875, + "kl_loss": 0.24971573054790497, + "lyap1_mean": 0.02002716064453125, + "lyap1_max": 0.041682783514261246, + "lyap_mean": 0.006440355442464352, + "volume_mean": 0.006440355442464352, + "volume_max": 0.02180803380906582, + "frac_active": 0.5625 + }, + { + "step": 397, + "loss": 0.1343526542186737, + "floss_loss": 0.0003319398092571646, + "kl_loss": 0.013402070850133896, + "lyap1_mean": 0.020334839820861816, + "lyap1_max": 0.05153840407729149, + "lyap_mean": 0.008370057679712772, + "volume_mean": 0.008370057679712772, + "volume_max": 0.024490369483828545, + "frac_active": 0.6875 + }, + { + "step": 398, + "loss": 0.0008299086475744843, + "floss_loss": 0.00030635189614258707, + "kl_loss": 5.235567732597701e-05, + "lyap1_mean": 0.022203881293535233, + "lyap1_max": 0.049629099667072296, + "lyap_mean": 0.006583043839782476, + "volume_mean": 0.006583043839782476, + "volume_max": 0.023004405200481415, + "frac_active": 0.6875 + }, + { + "step": 399, + "loss": 0.1513918787240982, + "floss_loss": 0.0002226200158474967, + "kl_loss": 0.015116925351321697, + "lyap1_mean": 0.019616151228547096, + "lyap1_max": 0.03162597119808197, + "lyap_mean": 0.009871996939182281, + "volume_mean": 0.009871996939182281, + "volume_max": 0.013538779690861702, + "frac_active": 0.875 + }, + { + "step": 400, + "loss": 0.304582804441452, + "floss_loss": 0.0002432279579807073, + "kl_loss": 0.030433960258960724, + "lyap1_mean": 0.024864597246050835, + "lyap1_max": 0.03592010214924812, + "lyap_mean": 0.008003833703696728, + "volume_mean": 0.008003833703696728, + "volume_max": 0.010131633840501308, + "frac_active": 0.6875 + }, + { + "step": 401, + "loss": 0.0037087842356413603, + "floss_loss": 0.00017768543330021203, + "kl_loss": 0.0003531098773237318, + "lyap1_mean": 0.011762616224586964, + "lyap1_max": 0.04315206781029701, + "lyap_mean": 0.0035086311399936676, + "volume_mean": 0.0035086311399936676, + "volume_max": 0.01668163575232029, + "frac_active": 0.625 + }, + { + "step": 402, + "loss": 0.06232759729027748, + "floss_loss": 0.000162579191965051, + "kl_loss": 0.006216501817107201, + "lyap1_mean": 0.006918829865753651, + "lyap1_max": 0.02286522649228573, + "lyap_mean": -0.001505398890003562, + "volume_mean": -0.001505398890003562, + "volume_max": 0.01403246633708477, + "frac_active": 0.4375 + }, + { + "step": 403, + "loss": 0.1045682430267334, + "floss_loss": 8.129583147820085e-05, + "kl_loss": 0.010448695160448551, + "lyap1_mean": 0.005037140101194382, + "lyap1_max": 0.008938828483223915, + "lyap_mean": -0.0010737846605479717, + "volume_mean": -0.0010737846605479717, + "volume_max": 0.009175836108624935, + "frac_active": 0.4375 + }, + { + "step": 404, + "loss": 0.16400471329689026, + "floss_loss": 0.0001513651222921908, + "kl_loss": 0.016385335475206375, + "lyap1_mean": 0.019385069608688354, + "lyap1_max": 0.028784610331058502, + "lyap_mean": 0.007934730499982834, + "volume_mean": 0.007934730499982834, + "volume_max": 0.01093529537320137, + "frac_active": 0.75 + }, + { + "step": 405, + "loss": 1.9734795093536377, + "floss_loss": 0.00018673294107429683, + "kl_loss": 0.19732928276062012, + "lyap1_mean": 0.012996496632695198, + "lyap1_max": 0.01947382278740406, + "lyap_mean": 0.005230402108281851, + "volume_mean": 0.005230402108281851, + "volume_max": 0.01145955827087164, + "frac_active": 0.5 + }, + { + "step": 406, + "loss": 0.14854826033115387, + "floss_loss": 0.00025870028184726834, + "kl_loss": 0.014828955754637718, + "lyap1_mean": 0.021936004981398582, + "lyap1_max": 0.03920731693506241, + "lyap_mean": 0.008111810311675072, + "volume_mean": 0.008111810311675072, + "volume_max": 0.013665654696524143, + "frac_active": 0.6875 + }, + { + "step": 407, + "loss": 0.14826905727386475, + "floss_loss": 0.00035516396746970713, + "kl_loss": 0.014791388995945454, + "lyap1_mean": 0.02256614714860916, + "lyap1_max": 0.039693545550107956, + "lyap_mean": 0.008724207989871502, + "volume_mean": 0.008724207989871502, + "volume_max": 0.017595777288079262, + "frac_active": 0.6875 + }, + { + "step": 408, + "loss": 0.12804414331912994, + "floss_loss": 0.00021861010463908315, + "kl_loss": 0.01278255321085453, + "lyap1_mean": 0.02295084111392498, + "lyap1_max": 0.03607936203479767, + "lyap_mean": 0.006754287518560886, + "volume_mean": 0.006754287518560886, + "volume_max": 0.008534172549843788, + "frac_active": 0.5625 + }, + { + "step": 409, + "loss": 5.490972995758057, + "floss_loss": 0.00017694283451419324, + "kl_loss": 0.5490795969963074, + "lyap1_mean": 0.012788075953722, + "lyap1_max": 0.020685413852334023, + "lyap_mean": 0.0011927912710234523, + "volume_mean": 0.0011927912710234523, + "volume_max": 0.009941261261701584, + "frac_active": 0.5625 + }, + { + "step": 410, + "loss": 0.34674200415611267, + "floss_loss": 0.00018315203487873077, + "kl_loss": 0.03465588390827179, + "lyap1_mean": 0.00787743553519249, + "lyap1_max": 0.02965225838124752, + "lyap_mean": -0.003140039276331663, + "volume_mean": -0.003140039276331663, + "volume_max": 0.004942396655678749, + "frac_active": 0.3125 + }, + { + "step": 411, + "loss": 1.608351469039917, + "floss_loss": 0.0002945389423985034, + "kl_loss": 0.16080568730831146, + "lyap1_mean": 0.023011386394500732, + "lyap1_max": 0.04810144752264023, + "lyap_mean": 0.003004311816766858, + "volume_mean": 0.003004311816766858, + "volume_max": 0.00794935692101717, + "frac_active": 0.5625 + }, + { + "step": 412, + "loss": 0.04599814862012863, + "floss_loss": 0.00044694688403978944, + "kl_loss": 0.004555120132863522, + "lyap1_mean": 0.021256905049085617, + "lyap1_max": 0.04122104495763779, + "lyap_mean": -0.0018492003437131643, + "volume_mean": -0.0018492003437131643, + "volume_max": 0.01705068349838257, + "frac_active": 0.375 + }, + { + "step": 413, + "loss": 0.4093186855316162, + "floss_loss": 0.0002416349743725732, + "kl_loss": 0.04090770334005356, + "lyap1_mean": 0.007907917723059654, + "lyap1_max": 0.03169733285903931, + "lyap_mean": -0.004662021063268185, + "volume_mean": -0.004662021063268185, + "volume_max": 0.0007740700384601951, + "frac_active": 0.375 + }, + { + "step": 414, + "loss": 0.0006245963741093874, + "floss_loss": 0.00023437978234142065, + "kl_loss": 3.902165553881787e-05, + "lyap1_mean": 0.01694880798459053, + "lyap1_max": 0.023381846025586128, + "lyap_mean": -0.0020996967796236277, + "volume_mean": -0.0020996967796236277, + "volume_max": 0.005020178854465485, + "frac_active": 0.375 + }, + { + "step": 415, + "loss": 2.006249189376831, + "floss_loss": 0.0003522164770402014, + "kl_loss": 0.20058971643447876, + "lyap1_mean": -0.012374717742204666, + "lyap1_max": -0.00195515644736588, + "lyap_mean": -0.015279831364750862, + "volume_mean": -0.015279831364750862, + "volume_max": -0.0009881656151264906, + "frac_active": 0.125 + }, + { + "step": 416, + "loss": 0.19835104048252106, + "floss_loss": 0.0006148091051727533, + "kl_loss": 0.01977362297475338, + "lyap1_mean": 0.0028130761347711086, + "lyap1_max": 0.02956344187259674, + "lyap_mean": -0.017594626173377037, + "volume_mean": -0.017594626173377037, + "volume_max": -0.007635454647243023, + "frac_active": 0.125 + }, + { + "step": 417, + "loss": 0.0017010371666401625, + "floss_loss": 0.00027987657813355327, + "kl_loss": 0.00014211605594027787, + "lyap1_mean": -0.0018004290759563446, + "lyap1_max": 0.012093565426766872, + "lyap_mean": -0.012070204131305218, + "volume_mean": -0.012070204131305218, + "volume_max": -0.003243480110540986, + "frac_active": 0.1875 + }, + { + "step": 418, + "loss": 0.02658405713737011, + "floss_loss": 0.0003425085451453924, + "kl_loss": 0.0026241547893732786, + "lyap1_mean": -0.01120699942111969, + "lyap1_max": -0.0026569319888949394, + "lyap_mean": -0.016817748546600342, + "volume_mean": -0.016817748546600342, + "volume_max": -0.01254272274672985, + "frac_active": 0.0 + }, + { + "step": 419, + "loss": 0.06912841647863388, + "floss_loss": 0.00040192832238972187, + "kl_loss": 0.00687264883890748, + "lyap1_mean": -0.010880416259169579, + "lyap1_max": -0.0037646659184247255, + "lyap_mean": -0.017247971147298813, + "volume_mean": -0.017247971147298813, + "volume_max": -0.010384958237409592, + "frac_active": 0.0 + }, + { + "step": 420, + "loss": 0.04143635183572769, + "floss_loss": 0.00026506814174354076, + "kl_loss": 0.004117128439247608, + "lyap1_mean": -0.011243616230785847, + "lyap1_max": 0.0007869700784794986, + "lyap_mean": -0.013950379565358162, + "volume_mean": -0.013950379565358162, + "volume_max": -0.004703338257968426, + "frac_active": 0.0625 + }, + { + "step": 421, + "loss": 1.7287763357162476, + "floss_loss": 0.00025759750860743225, + "kl_loss": 0.17285187542438507, + "lyap1_mean": -0.01060720719397068, + "lyap1_max": 0.0007211208576336503, + "lyap_mean": -0.014844452030956745, + "volume_mean": -0.014844452030956745, + "volume_max": -0.010394776239991188, + "frac_active": 0.0625 + }, + { + "step": 422, + "loss": 0.12334036082029343, + "floss_loss": 0.0003888806968461722, + "kl_loss": 0.012295147404074669, + "lyap1_mean": -0.016924358904361725, + "lyap1_max": -0.014186588115990162, + "lyap_mean": -0.018725087866187096, + "volume_mean": -0.018725087866187096, + "volume_max": -0.01343313418328762, + "frac_active": 0.0 + }, + { + "step": 423, + "loss": 0.16360171139240265, + "floss_loss": 0.00027573617990128696, + "kl_loss": 0.0163325984030962, + "lyap1_mean": -0.00805782712996006, + "lyap1_max": 0.003003076883032918, + "lyap_mean": -0.014605145901441574, + "volume_mean": -0.014605145901441574, + "volume_max": -0.009155422449111938, + "frac_active": 0.0625 + }, + { + "step": 424, + "loss": 0.19745860993862152, + "floss_loss": 0.00039608648512512445, + "kl_loss": 0.019706252962350845, + "lyap1_mean": 0.004258694127202034, + "lyap1_max": 0.03756432980298996, + "lyap_mean": -0.007808488793671131, + "volume_mean": -0.007808488793671131, + "volume_max": 0.01226163562387228, + "frac_active": 0.4375 + }, + { + "step": 425, + "loss": 0.007018047384917736, + "floss_loss": 0.00042823515832424164, + "kl_loss": 0.0006589812110178173, + "lyap1_mean": -0.011507855728268623, + "lyap1_max": 0.0005644730990752578, + "lyap_mean": -0.017910145223140717, + "volume_mean": -0.017910145223140717, + "volume_max": -0.00850619561970234, + "frac_active": 0.0625 + }, + { + "step": 426, + "loss": 0.2798592150211334, + "floss_loss": 0.0003371899947524071, + "kl_loss": 0.027952203527092934, + "lyap1_mean": -0.015049871057271957, + "lyap1_max": -0.008241110481321812, + "lyap_mean": -0.017155788838863373, + "volume_mean": -0.017155788838863373, + "volume_max": -0.011870804242789745, + "frac_active": 0.0 + }, + { + "step": 427, + "loss": 0.288608580827713, + "floss_loss": 0.0002544023736845702, + "kl_loss": 0.028835417702794075, + "lyap1_mean": -0.002395117422565818, + "lyap1_max": 0.010348664596676826, + "lyap_mean": -0.010682552121579647, + "volume_mean": -0.010682552121579647, + "volume_max": 0.001368035445921123, + "frac_active": 0.1875 + }, + { + "step": 428, + "loss": 0.08738254010677338, + "floss_loss": 0.00016041542403399944, + "kl_loss": 0.008722212165594101, + "lyap1_mean": -0.003443096298724413, + "lyap1_max": 0.009155123494565487, + "lyap_mean": -0.005862769205123186, + "volume_mean": -0.005862769205123186, + "volume_max": 0.003370815422385931, + "frac_active": 0.3125 + }, + { + "step": 429, + "loss": 0.29608863592147827, + "floss_loss": 0.00039115542313084006, + "kl_loss": 0.029569748789072037, + "lyap1_mean": -0.003818528028205037, + "lyap1_max": 0.018726561218500137, + "lyap_mean": -0.011283925734460354, + "volume_mean": -0.011283925734460354, + "volume_max": -0.0028793434612452984, + "frac_active": 0.1875 + }, + { + "step": 430, + "loss": 0.0005219905870035291, + "floss_loss": 0.0002784104144666344, + "kl_loss": 2.4358014343306422e-05, + "lyap1_mean": 0.006669499911367893, + "lyap1_max": 0.03280552849173546, + "lyap_mean": -0.006091741379350424, + "volume_mean": -0.006091741379350424, + "volume_max": 0.007815150544047356, + "frac_active": 0.1875 + }, + { + "step": 431, + "loss": 0.17454436421394348, + "floss_loss": 0.00019837339641526341, + "kl_loss": 0.01743459887802601, + "lyap1_mean": 0.01156003400683403, + "lyap1_max": 0.030219709500670433, + "lyap_mean": 0.0027522831223905087, + "volume_mean": 0.0027522831223905087, + "volume_max": 0.014517605304718018, + "frac_active": 0.625 + }, + { + "step": 432, + "loss": 0.31799954175949097, + "floss_loss": 0.00045730266720056534, + "kl_loss": 0.03175422176718712, + "lyap1_mean": 0.025648318231105804, + "lyap1_max": 0.041734080761671066, + "lyap_mean": 0.0029737064614892006, + "volume_mean": 0.0029737064614892006, + "volume_max": 0.008622407913208008, + "frac_active": 0.4375 + }, + { + "step": 433, + "loss": 6.631036281585693, + "floss_loss": 0.00051017728401348, + "kl_loss": 0.6630526185035706, + "lyap1_mean": 0.030423268675804138, + "lyap1_max": 0.06687094271183014, + "lyap_mean": 0.006059431005269289, + "volume_mean": 0.006059431005269289, + "volume_max": 0.016862891614437103, + "frac_active": 0.5625 + }, + { + "step": 434, + "loss": 0.1778995841741562, + "floss_loss": 0.0001780591846909374, + "kl_loss": 0.01777215301990509, + "lyap1_mean": 0.009234627708792686, + "lyap1_max": 0.015469539910554886, + "lyap_mean": -0.006079095881432295, + "volume_mean": -0.006079095881432295, + "volume_max": -0.0005796144250780344, + "frac_active": 0.3125 + }, + { + "step": 435, + "loss": 0.046266328543424606, + "floss_loss": 0.00015542781329713762, + "kl_loss": 0.004611090291291475, + "lyap1_mean": 0.0020302406046539545, + "lyap1_max": 0.02160067670047283, + "lyap_mean": -0.004927709233015776, + "volume_mean": -0.004927709233015776, + "volume_max": 0.008601506240665913, + "frac_active": 0.3125 + }, + { + "step": 436, + "loss": 5.598674774169922, + "floss_loss": 0.00040721328696236014, + "kl_loss": 0.5598267316818237, + "lyap1_mean": 0.03154309093952179, + "lyap1_max": 0.036068495362997055, + "lyap_mean": 0.010797692462801933, + "volume_mean": 0.010797692462801933, + "volume_max": 0.024229085072875023, + "frac_active": 0.6875 + }, + { + "step": 437, + "loss": 0.11654610186815262, + "floss_loss": 0.00012534564302768558, + "kl_loss": 0.011642075143754482, + "lyap1_mean": 0.00418679928407073, + "lyap1_max": 0.024566708132624626, + "lyap_mean": -0.0017573335207998753, + "volume_mean": -0.0017573335207998753, + "volume_max": 0.009879214689135551, + "frac_active": 0.1875 + }, + { + "step": 438, + "loss": 0.14844292402267456, + "floss_loss": 0.0004955328768119216, + "kl_loss": 0.014794738031923771, + "lyap1_mean": 0.026653505861759186, + "lyap1_max": 0.05579404532909393, + "lyap_mean": 0.0022236432414501905, + "volume_mean": 0.0022236432414501905, + "volume_max": 0.014695015735924244, + "frac_active": 0.375 + }, + { + "step": 439, + "loss": 0.2755884528160095, + "floss_loss": 0.0002560397260822356, + "kl_loss": 0.027533242478966713, + "lyap1_mean": 0.020030289888381958, + "lyap1_max": 0.031869933009147644, + "lyap_mean": 0.005643236916512251, + "volume_mean": 0.005643236916512251, + "volume_max": 0.011807075701653957, + "frac_active": 0.625 + }, + { + "step": 440, + "loss": 7.625307083129883, + "floss_loss": 0.00041659767157398164, + "kl_loss": 0.7624890208244324, + "lyap1_mean": -0.0031032508704811335, + "lyap1_max": 0.01730632409453392, + "lyap_mean": -0.011743362993001938, + "volume_mean": -0.011743362993001938, + "volume_max": 0.004429303575307131, + "frac_active": 0.3125 + }, + { + "step": 441, + "loss": 0.015922924503684044, + "floss_loss": 0.00022106118558440357, + "kl_loss": 0.0015701863449066877, + "lyap1_mean": 0.014452273026108742, + "lyap1_max": 0.03422962501645088, + "lyap_mean": 0.0021103662438690662, + "volume_mean": 0.0021103662438690662, + "volume_max": 0.007188480347394943, + "frac_active": 0.5625 + }, + { + "step": 442, + "loss": 0.5912798047065735, + "floss_loss": 0.00015167376841418445, + "kl_loss": 0.05911280959844589, + "lyap1_mean": -0.006924658082425594, + "lyap1_max": 0.00350065971724689, + "lyap_mean": -0.009485181421041489, + "volume_mean": -0.009485181421041489, + "volume_max": -0.00430419621989131, + "frac_active": 0.1875 + }, + { + "step": 443, + "loss": 0.3316071927547455, + "floss_loss": 0.0002664263593032956, + "kl_loss": 0.03313407674431801, + "lyap1_mean": 0.0038076662458479404, + "lyap1_max": 0.027245812118053436, + "lyap_mean": -0.0027060082647949457, + "volume_mean": -0.0027060082647949457, + "volume_max": 0.018240617588162422, + "frac_active": 0.3125 + }, + { + "step": 444, + "loss": 0.0941464751958847, + "floss_loss": 0.00022362064919434488, + "kl_loss": 0.009392285719513893, + "lyap1_mean": 0.006126056890934706, + "lyap1_max": 0.04027436301112175, + "lyap_mean": -0.0032883896492421627, + "volume_mean": -0.0032883896492421627, + "volume_max": 0.014920353889465332, + "frac_active": 0.375 + }, + { + "step": 445, + "loss": 3.013890266418457, + "floss_loss": 0.00020020872761961073, + "kl_loss": 0.3013690114021301, + "lyap1_mean": 0.0033146061468869448, + "lyap1_max": 0.021829938516020775, + "lyap_mean": -0.005342117510735989, + "volume_mean": -0.005342117510735989, + "volume_max": 0.0069806016981601715, + "frac_active": 0.1875 + }, + { + "step": 446, + "loss": 2.044933557510376, + "floss_loss": 0.0001291546504944563, + "kl_loss": 0.20448043942451477, + "lyap1_mean": 0.006609746254980564, + "lyap1_max": 0.032680679112672806, + "lyap_mean": -0.0014215223491191864, + "volume_mean": -0.0014215223491191864, + "volume_max": 0.010077185928821564, + "frac_active": 0.3125 + }, + { + "step": 447, + "loss": 0.2800356447696686, + "floss_loss": 0.0002592329983599484, + "kl_loss": 0.02797764353454113, + "lyap1_mean": -0.008836900815367699, + "lyap1_max": 0.0008026588475331664, + "lyap_mean": -0.013551452197134495, + "volume_mean": -0.013551452197134495, + "volume_max": -0.009285884909331799, + "frac_active": 0.0625 + }, + { + "step": 448, + "loss": 0.548594057559967, + "floss_loss": 8.149944187607616e-05, + "kl_loss": 0.05485126003623009, + "lyap1_mean": 0.005459641106426716, + "lyap1_max": 0.01926698163151741, + "lyap_mean": 0.003226247848942876, + "volume_mean": 0.003226247848942876, + "volume_max": 0.010424260050058365, + "frac_active": 0.5 + }, + { + "step": 449, + "loss": 0.0032817362807691097, + "floss_loss": 0.00011941877892240882, + "kl_loss": 0.000316231744363904, + "lyap1_mean": -0.00266454741358757, + "lyap1_max": 0.00503253610804677, + "lyap_mean": -0.00839069951325655, + "volume_mean": -0.00839069951325655, + "volume_max": -0.004515983629971743, + "frac_active": 0.125 + }, + { + "step": 450, + "loss": 0.09717925637960434, + "floss_loss": 0.00019730161875486374, + "kl_loss": 0.00969819538295269, + "lyap1_mean": 0.004405771382153034, + "lyap1_max": 0.02535185031592846, + "lyap_mean": -0.004929955117404461, + "volume_mean": -0.004929955117404461, + "volume_max": 0.0049377139657735825, + "frac_active": 0.375 + }, + { + "step": 451, + "loss": 0.18485446274280548, + "floss_loss": 0.00026053417241200805, + "kl_loss": 0.018459392711520195, + "lyap1_mean": 0.0005336068570613861, + "lyap1_max": 0.0335516557097435, + "lyap_mean": -0.0069068619050085545, + "volume_mean": -0.0069068619050085545, + "volume_max": 0.01320517249405384, + "frac_active": 0.1875 + }, + { + "step": 452, + "loss": 0.21898338198661804, + "floss_loss": 0.0002928309259004891, + "kl_loss": 0.021869054064154625, + "lyap1_mean": 0.02302306890487671, + "lyap1_max": 0.04744051396846771, + "lyap_mean": 0.004313600715249777, + "volume_mean": 0.004313600715249777, + "volume_max": 0.02329232543706894, + "frac_active": 0.5 + }, + { + "step": 453, + "loss": 0.0903065875172615, + "floss_loss": 0.00026312348200008273, + "kl_loss": 0.00900434609502554, + "lyap1_mean": 0.024542883038520813, + "lyap1_max": 0.03287076577544212, + "lyap_mean": 0.003097006818279624, + "volume_mean": 0.003097006818279624, + "volume_max": 0.0099060432985425, + "frac_active": 0.5625 + }, + { + "step": 454, + "loss": 0.16274671256542206, + "floss_loss": 0.00024903041776269674, + "kl_loss": 0.016249768435955048, + "lyap1_mean": 0.009492434561252594, + "lyap1_max": 0.04366840794682503, + "lyap_mean": -0.005035337992012501, + "volume_mean": -0.005035337992012501, + "volume_max": 0.005686847493052483, + "frac_active": 0.375 + }, + { + "step": 455, + "loss": 7.154088020324707, + "floss_loss": 0.0003003091551363468, + "kl_loss": 0.7153787612915039, + "lyap1_mean": -0.011576008051633835, + "lyap1_max": 0.009161606431007385, + "lyap_mean": -0.01356545276939869, + "volume_mean": -0.01356545276939869, + "volume_max": -0.0012112872209399939, + "frac_active": 0.125 + }, + { + "step": 456, + "loss": 3.2554564476013184, + "floss_loss": 0.00013567559653893113, + "kl_loss": 0.32553207874298096, + "lyap1_mean": 0.006284235045313835, + "lyap1_max": 0.024535393342375755, + "lyap_mean": -0.0020474805496633053, + "volume_mean": -0.0020474805496633053, + "volume_max": 0.009601269848644733, + "frac_active": 0.5 + }, + { + "step": 457, + "loss": 0.003032988402992487, + "floss_loss": 0.00024189951363950968, + "kl_loss": 0.00027910887729376554, + "lyap1_mean": -0.007842651568353176, + "lyap1_max": 0.00955889094620943, + "lyap_mean": -0.01279336865991354, + "volume_mean": -0.01279336865991354, + "volume_max": -0.0021080903243273497, + "frac_active": 0.125 + }, + { + "step": 458, + "loss": 0.2694922983646393, + "floss_loss": 0.0001870507257990539, + "kl_loss": 0.02693052589893341, + "lyap1_mean": 0.01811564341187477, + "lyap1_max": 0.03914259746670723, + "lyap_mean": 0.004197076894342899, + "volume_mean": 0.004197076894342899, + "volume_max": 0.014559157192707062, + "frac_active": 0.625 + }, + { + "step": 459, + "loss": 0.3309269845485687, + "floss_loss": 0.00048661595792509615, + "kl_loss": 0.033044036477804184, + "lyap1_mean": 0.028835352510213852, + "lyap1_max": 0.06474945694208145, + "lyap_mean": 0.003547247499227524, + "volume_mean": 0.003547247499227524, + "volume_max": 0.009724777191877365, + "frac_active": 0.4375 + }, + { + "step": 460, + "loss": 0.12465006858110428, + "floss_loss": 0.00023042489192448556, + "kl_loss": 0.012441964820027351, + "lyap1_mean": 0.01602761819958687, + "lyap1_max": 0.04042739421129227, + "lyap_mean": -0.0008120986167341471, + "volume_mean": -0.0008120986167341471, + "volume_max": 0.014995187520980835, + "frac_active": 0.3125 + }, + { + "step": 461, + "loss": 0.18204821646213531, + "floss_loss": 0.00023899564985185862, + "kl_loss": 0.01818092167377472, + "lyap1_mean": 0.004377148579806089, + "lyap1_max": 0.020327290520071983, + "lyap_mean": -0.00717917550355196, + "volume_mean": -0.00717917550355196, + "volume_max": 0.006204065401107073, + "frac_active": 0.25 + }, + { + "step": 462, + "loss": 0.015433198772370815, + "floss_loss": 0.000304835761198774, + "kl_loss": 0.0015128363156691194, + "lyap1_mean": -0.0118259247392416, + "lyap1_max": 0.00193532626144588, + "lyap_mean": -0.016021117568016052, + "volume_mean": -0.016021117568016052, + "volume_max": -0.00824922975152731, + "frac_active": 0.0625 + }, + { + "step": 463, + "loss": 0.14659187197685242, + "floss_loss": 0.00010650843614712358, + "kl_loss": 0.01464853622019291, + "lyap1_mean": 0.0010178294032812119, + "lyap1_max": 0.01798098348081112, + "lyap_mean": -0.0043690442107617855, + "volume_mean": -0.0043690442107617855, + "volume_max": 0.004001412075012922, + "frac_active": 0.3125 + }, + { + "step": 464, + "loss": 0.134222611784935, + "floss_loss": 0.000278928637271747, + "kl_loss": 0.013394367881119251, + "lyap1_mean": 0.007374526932835579, + "lyap1_max": 0.046086400747299194, + "lyap_mean": -0.00667647086083889, + "volume_mean": -0.00667647086083889, + "volume_max": -0.0028122621588408947, + "frac_active": 0.1875 + }, + { + "step": 465, + "loss": 0.0013699643313884735, + "floss_loss": 0.0001584815763635561, + "kl_loss": 0.00012114828132325783, + "lyap1_mean": 0.005749679170548916, + "lyap1_max": 0.02608412317931652, + "lyap_mean": -0.005012365058064461, + "volume_mean": -0.005012365058064461, + "volume_max": 0.0086373221129179, + "frac_active": 0.375 + }, + { + "step": 466, + "loss": 0.04217716306447983, + "floss_loss": 0.00023760012118145823, + "kl_loss": 0.00419395649805665, + "lyap1_mean": 0.018164295703172684, + "lyap1_max": 0.024777589365839958, + "lyap_mean": 0.00893261656165123, + "volume_mean": 0.00893261656165123, + "volume_max": 0.013065170496702194, + "frac_active": 0.75 + }, + { + "step": 467, + "loss": 0.04565255343914032, + "floss_loss": 0.0009828803595155478, + "kl_loss": 0.004466967191547155, + "lyap1_mean": 0.03150225803256035, + "lyap1_max": 0.06432659178972244, + "lyap_mean": 0.010621626861393452, + "volume_mean": 0.010621626861393452, + "volume_max": 0.029961470514535904, + "frac_active": 0.6875 + }, + { + "step": 468, + "loss": 0.09435796737670898, + "floss_loss": 0.0001376595173496753, + "kl_loss": 0.009422031231224537, + "lyap1_mean": 0.013086346909403801, + "lyap1_max": 0.021006500348448753, + "lyap_mean": -0.0015185553347691894, + "volume_mean": -0.0015185553347691894, + "volume_max": 0.0030926200561225414, + "frac_active": 0.375 + }, + { + "step": 469, + "loss": 0.10647498816251755, + "floss_loss": 0.0006925425841473043, + "kl_loss": 0.010578244924545288, + "lyap1_mean": 0.03286576271057129, + "lyap1_max": 0.06548843532800674, + "lyap_mean": 0.016331559047102928, + "volume_mean": 0.016331559047102928, + "volume_max": 0.03792036324739456, + "frac_active": 0.625 + }, + { + "step": 470, + "loss": 0.10094868391752243, + "floss_loss": 0.0008765991660766304, + "kl_loss": 0.010007208213210106, + "lyap1_mean": 0.0433272123336792, + "lyap1_max": 0.07264625281095505, + "lyap_mean": 0.021201975643634796, + "volume_mean": 0.021201975643634796, + "volume_max": 0.024981442838907242, + "frac_active": 0.875 + }, + { + "step": 471, + "loss": 0.3019225299358368, + "floss_loss": 0.00045724588562734425, + "kl_loss": 0.030146528035402298, + "lyap1_mean": 0.006142581347376108, + "lyap1_max": 0.05021161958575249, + "lyap_mean": -0.006082591135054827, + "volume_mean": -0.006082591135054827, + "volume_max": 0.01217847503721714, + "frac_active": 0.375 + }, + { + "step": 472, + "loss": 1.8460142612457275, + "floss_loss": 0.00044276457629166543, + "kl_loss": 0.18455715477466583, + "lyap1_mean": 0.014049670659005642, + "lyap1_max": 0.04917874187231064, + "lyap_mean": 0.005266012158244848, + "volume_mean": 0.005266012158244848, + "volume_max": 0.03550282120704651, + "frac_active": 0.4375 + }, + { + "step": 473, + "loss": 0.0010222315322607756, + "floss_loss": 0.00030048866756260395, + "kl_loss": 7.217428355943412e-05, + "lyap1_mean": -0.013996727764606476, + "lyap1_max": -0.002052157185971737, + "lyap_mean": -0.013692967593669891, + "volume_mean": -0.013692967593669891, + "volume_max": -0.005625738296657801, + "frac_active": 0.0625 + }, + { + "step": 474, + "loss": 10.572900772094727, + "floss_loss": 0.0009062147000804543, + "kl_loss": 1.057199478149414, + "lyap1_mean": 0.04616883397102356, + "lyap1_max": 0.06579282134771347, + "lyap_mean": 0.02066604420542717, + "volume_mean": 0.02066604420542717, + "volume_max": 0.03266642242670059, + "frac_active": 0.75 + }, + { + "step": 475, + "loss": 7.680459022521973, + "floss_loss": 0.0003645351971499622, + "kl_loss": 0.7680094838142395, + "lyap1_mean": 0.021786464378237724, + "lyap1_max": 0.036198243498802185, + "lyap_mean": 0.0025798403657972813, + "volume_mean": 0.0025798403657972813, + "volume_max": 0.01695333793759346, + "frac_active": 0.4375 + }, + { + "step": 476, + "loss": 0.13005197048187256, + "floss_loss": 0.00032397828181274235, + "kl_loss": 0.012972798198461533, + "lyap1_mean": 0.015700433403253555, + "lyap1_max": 0.047554340213537216, + "lyap_mean": 0.003961380571126938, + "volume_mean": 0.003961380571126938, + "volume_max": 0.014864210970699787, + "frac_active": 0.5625 + }, + { + "step": 477, + "loss": 0.13157349824905396, + "floss_loss": 0.0006263562827371061, + "kl_loss": 0.013094713911414146, + "lyap1_mean": 0.027286771684885025, + "lyap1_max": 0.0774744525551796, + "lyap_mean": 0.008444019593298435, + "volume_mean": 0.008444019593298435, + "volume_max": 0.03407767415046692, + "frac_active": 0.5625 + }, + { + "step": 478, + "loss": 0.001478284946642816, + "floss_loss": 0.00035947535070590675, + "kl_loss": 0.00011188095231773332, + "lyap1_mean": -0.0012453612871468067, + "lyap1_max": 0.017077775672078133, + "lyap_mean": -0.011203324422240257, + "volume_mean": -0.011203324422240257, + "volume_max": 0.007636386435478926, + "frac_active": 0.25 + }, + { + "step": 479, + "loss": 0.17945484817028046, + "floss_loss": 0.00013771744852419943, + "kl_loss": 0.017931712791323662, + "lyap1_mean": 0.01331391278654337, + "lyap1_max": 0.022120703011751175, + "lyap_mean": 0.0015256785554811358, + "volume_mean": 0.0015256785554811358, + "volume_max": 0.004914560355246067, + "frac_active": 0.625 + }, + { + "step": 480, + "loss": 0.2744278907775879, + "floss_loss": 0.0001609905157238245, + "kl_loss": 0.027426689863204956, + "lyap1_mean": 0.006569677963852882, + "lyap1_max": 0.028106190264225006, + "lyap_mean": -0.004540889989584684, + "volume_mean": -0.004540889989584684, + "volume_max": -0.00030660349875688553, + "frac_active": 0.375 + }, + { + "step": 481, + "loss": 0.008633749559521675, + "floss_loss": 0.0002736789465416223, + "kl_loss": 0.0008360070060007274, + "lyap1_mean": 0.003541299607604742, + "lyap1_max": 0.04195054620504379, + "lyap_mean": -0.0051455567590892315, + "volume_mean": -0.0051455567590892315, + "volume_max": 0.01531282439827919, + "frac_active": 0.1875 + }, + { + "step": 482, + "loss": 0.08375050127506256, + "floss_loss": 0.00013204112474340945, + "kl_loss": 0.008361846208572388, + "lyap1_mean": 0.005936242640018463, + "lyap1_max": 0.013992298394441605, + "lyap_mean": 0.0007257247343659401, + "volume_mean": 0.0007257247343659401, + "volume_max": 0.010056124068796635, + "frac_active": 0.5625 + }, + { + "step": 483, + "loss": 0.13461461663246155, + "floss_loss": 0.0002621430321596563, + "kl_loss": 0.013435247354209423, + "lyap1_mean": 0.01860469952225685, + "lyap1_max": 0.037830375134944916, + "lyap_mean": 0.004769923165440559, + "volume_mean": 0.004769923165440559, + "volume_max": 0.016945889219641685, + "frac_active": 0.5 + }, + { + "step": 484, + "loss": 0.10441742837429047, + "floss_loss": 7.018206815700978e-05, + "kl_loss": 0.010434724390506744, + "lyap1_mean": 0.007031090557575226, + "lyap1_max": 0.018932823091745377, + "lyap_mean": -0.0017442663665860891, + "volume_mean": -0.0017442663665860891, + "volume_max": 0.0006428873166441917, + "frac_active": 0.375 + }, + { + "step": 485, + "loss": 0.08702456951141357, + "floss_loss": 0.00017875045887194574, + "kl_loss": 0.008684582076966763, + "lyap1_mean": -0.0009322011610493064, + "lyap1_max": 0.014406862668693066, + "lyap_mean": -0.004145247861742973, + "volume_mean": -0.004145247861742973, + "volume_max": 0.00907126534730196, + "frac_active": 0.3125 + }, + { + "step": 486, + "loss": 2.072516441345215, + "floss_loss": 0.0002121582074323669, + "kl_loss": 0.20723041892051697, + "lyap1_mean": 0.019547680392861366, + "lyap1_max": 0.04150954261422157, + "lyap_mean": 0.0077478839084506035, + "volume_mean": 0.0077478839084506035, + "volume_max": 0.014482380822300911, + "frac_active": 0.75 + }, + { + "step": 487, + "loss": 0.2229338437318802, + "floss_loss": 0.00019852560944855213, + "kl_loss": 0.022273531183600426, + "lyap1_mean": 0.0070130000822246075, + "lyap1_max": 0.01941533572971821, + "lyap_mean": 0.0008676403667777777, + "volume_mean": 0.0008676403667777777, + "volume_max": 0.006984059698879719, + "frac_active": 0.5 + }, + { + "step": 488, + "loss": 0.10450103133916855, + "floss_loss": 0.0003515307907946408, + "kl_loss": 0.010414949618279934, + "lyap1_mean": 0.01904378831386566, + "lyap1_max": 0.039676520973443985, + "lyap_mean": 0.005038704723119736, + "volume_mean": 0.005038704723119736, + "volume_max": 0.015887603163719177, + "frac_active": 0.4375 + }, + { + "step": 489, + "loss": 0.0012132017873227596, + "floss_loss": 0.0002851790050044656, + "kl_loss": 9.280228550778702e-05, + "lyap1_mean": 0.0075697144493460655, + "lyap1_max": 0.026168886572122574, + "lyap_mean": -0.0016826777718961239, + "volume_mean": -0.0016826777718961239, + "volume_max": 0.014040417969226837, + "frac_active": 0.375 + }, + { + "step": 490, + "loss": 0.26879799365997314, + "floss_loss": 0.0002495533262845129, + "kl_loss": 0.02685484290122986, + "lyap1_mean": 0.014860117807984352, + "lyap1_max": 0.03648652881383896, + "lyap_mean": -0.00010229309555143118, + "volume_mean": -0.00010229309555143118, + "volume_max": 0.013493170961737633, + "frac_active": 0.4375 + }, + { + "step": 491, + "loss": 0.26455262303352356, + "floss_loss": 0.0005281970370560884, + "kl_loss": 0.026402443647384644, + "lyap1_mean": 0.015109483152627945, + "lyap1_max": 0.05449560284614563, + "lyap_mean": -0.003382935654371977, + "volume_mean": -0.003382935654371977, + "volume_max": 0.02635742351412773, + "frac_active": 0.3125 + }, + { + "step": 492, + "loss": 0.04664076864719391, + "floss_loss": 0.0004745455225929618, + "kl_loss": 0.004616622347384691, + "lyap1_mean": 0.03156362846493721, + "lyap1_max": 0.055257707834243774, + "lyap_mean": 0.005101838149130344, + "volume_mean": 0.005101838149130344, + "volume_max": 0.021741366013884544, + "frac_active": 0.5 + }, + { + "step": 493, + "loss": 0.13423427939414978, + "floss_loss": 0.00033282730146311224, + "kl_loss": 0.013390145264565945, + "lyap1_mean": 0.015366483479738235, + "lyap1_max": 0.03590735048055649, + "lyap_mean": 0.004706484265625477, + "volume_mean": 0.004706484265625477, + "volume_max": 0.021420752629637718, + "frac_active": 0.5625 + }, + { + "step": 494, + "loss": 0.001042033196426928, + "floss_loss": 0.0005727577372454107, + "kl_loss": 4.692754737334326e-05, + "lyap1_mean": 0.037203721702098846, + "lyap1_max": 0.04550058767199516, + "lyap_mean": 0.015393003821372986, + "volume_mean": 0.015393003821372986, + "volume_max": 0.02171074040234089, + "frac_active": 0.75 + }, + { + "step": 495, + "loss": 5.453749179840088, + "floss_loss": 0.0004655164375435561, + "kl_loss": 0.5453283786773682, + "lyap1_mean": 0.03202898055315018, + "lyap1_max": 0.056847214698791504, + "lyap_mean": 0.01144791953265667, + "volume_mean": 0.01144791953265667, + "volume_max": 0.029118942096829414, + "frac_active": 0.6875 + }, + { + "step": 496, + "loss": 0.13573147356510162, + "floss_loss": 0.000829450087621808, + "kl_loss": 0.013490202836692333, + "lyap1_mean": 0.03967728465795517, + "lyap1_max": 0.061626702547073364, + "lyap_mean": 0.02294556424021721, + "volume_mean": 0.02294556424021721, + "volume_max": 0.033232443034648895, + "frac_active": 0.875 + }, + { + "step": 497, + "loss": 0.0015135423745959997, + "floss_loss": 0.0007784360786899924, + "kl_loss": 7.351063686655834e-05, + "lyap1_mean": 0.036238379776477814, + "lyap1_max": 0.055463872849941254, + "lyap_mean": 0.02271820604801178, + "volume_mean": 0.02271820604801178, + "volume_max": 0.027550745755434036, + "frac_active": 0.9375 + }, + { + "step": 498, + "loss": 4.566473960876465, + "floss_loss": 0.0004489202401600778, + "kl_loss": 0.4566025137901306, + "lyap1_mean": 0.019283581525087357, + "lyap1_max": 0.03274759650230408, + "lyap_mean": 0.01200871728360653, + "volume_mean": 0.01200871728360653, + "volume_max": 0.027667731046676636, + "frac_active": 0.75 + }, + { + "step": 499, + "loss": 0.04428115114569664, + "floss_loss": 0.0002421797689748928, + "kl_loss": 0.0044038970954716206, + "lyap1_mean": 0.01577191799879074, + "lyap1_max": 0.0393398143351078, + "lyap_mean": 0.006421446334570646, + "volume_mean": 0.006421446334570646, + "volume_max": 0.017245052382349968, + "frac_active": 0.6875 + } + ] + }, + { + "episode": 1, + "train_step": 500, + "steps": [ + { + "step": 0, + "loss": 6.328017479972914e-05, + "floss_loss": 6.328717427095398e-05, + "kl_loss": -7.000026669423676e-10, + "lyap1_mean": 0.003074982203543186, + "lyap1_max": 0.009195102378726006, + "lyap_mean": -0.0016518577467650175, + "volume_mean": -0.0016518577467650175, + "volume_max": 0.0047036693431437016, + "frac_active": 0.375 + }, + { + "step": 1, + "loss": 9.270501136779785, + "floss_loss": 0.00013977450726088136, + "kl_loss": 0.9270360469818115, + "lyap1_mean": 0.013156474567949772, + "lyap1_max": 0.03167587146162987, + "lyap_mean": 0.0069197057746350765, + "volume_mean": 0.0069197057746350765, + "volume_max": 0.010762471705675125, + "frac_active": 0.8125 + }, + { + "step": 2, + "loss": 6.414191246032715, + "floss_loss": 0.00013554701581597328, + "kl_loss": 0.6414055824279785, + "lyap1_mean": -0.0034442362375557423, + "lyap1_max": 0.005223047453910112, + "lyap_mean": -0.005911723710596561, + "volume_mean": -0.005911723710596561, + "volume_max": 0.006567391566932201, + "frac_active": 0.3125 + }, + { + "step": 3, + "loss": 2.6271512508392334, + "floss_loss": 0.0002028681628871709, + "kl_loss": 0.2626948356628418, + "lyap1_mean": 0.011256427504122257, + "lyap1_max": 0.04479994624853134, + "lyap_mean": -0.0010721328435465693, + "volume_mean": -0.0010721328435465693, + "volume_max": 0.00969192199409008, + "frac_active": 0.3125 + }, + { + "step": 4, + "loss": 7.459099292755127, + "floss_loss": 0.00022164577967487276, + "kl_loss": 0.7458877563476562, + "lyap1_mean": 0.016940847039222717, + "lyap1_max": 0.04054994881153107, + "lyap_mean": 0.0046873539686203, + "volume_mean": 0.0046873539686203, + "volume_max": 0.021113524213433266, + "frac_active": 0.5625 + }, + { + "step": 5, + "loss": 4.98379373550415, + "floss_loss": 0.0001295428373850882, + "kl_loss": 0.4983663856983185, + "lyap1_mean": 0.011645738035440445, + "lyap1_max": 0.036745309829711914, + "lyap_mean": 0.0023955386132001877, + "volume_mean": 0.0023955386132001877, + "volume_max": 0.012770745903253555, + "frac_active": 0.4375 + }, + { + "step": 6, + "loss": 6.832474708557129, + "floss_loss": 0.00020443886751309037, + "kl_loss": 0.683227002620697, + "lyap1_mean": 0.00680091418325901, + "lyap1_max": 0.030937599018216133, + "lyap_mean": -0.0002180817537009716, + "volume_mean": -0.0002180817537009716, + "volume_max": 0.011535515077412128, + "frac_active": 0.25 + }, + { + "step": 7, + "loss": 4.73275089263916, + "floss_loss": 8.228360820794478e-05, + "kl_loss": 0.4732668399810791, + "lyap1_mean": -0.005815383978188038, + "lyap1_max": 0.00044081982923671603, + "lyap_mean": -0.0067285532131791115, + "volume_mean": -0.0067285532131791115, + "volume_max": -0.0016710053896531463, + "frac_active": 0.1875 + }, + { + "step": 8, + "loss": 4.751026153564453, + "floss_loss": 0.0003907138016074896, + "kl_loss": 0.4750635623931885, + "lyap1_mean": 0.015386766754090786, + "lyap1_max": 0.06771472841501236, + "lyap_mean": 0.005728051066398621, + "volume_mean": 0.005728051066398621, + "volume_max": 0.020731458440423012, + "frac_active": 0.5625 + }, + { + "step": 9, + "loss": 6.900600910186768, + "floss_loss": 0.00012856149987783283, + "kl_loss": 0.6900472044944763, + "lyap1_mean": 0.004243594594299793, + "lyap1_max": 0.014179104939103127, + "lyap_mean": 0.003970960155129433, + "volume_mean": 0.003970960155129433, + "volume_max": 0.013934504240751266, + "frac_active": 0.5 + }, + { + "step": 10, + "loss": 3.9082868099212646, + "floss_loss": 0.00011874630581587553, + "kl_loss": 0.3908168077468872, + "lyap1_mean": -0.0030709546990692616, + "lyap1_max": 0.005990639328956604, + "lyap_mean": -0.005300281569361687, + "volume_mean": -0.005300281569361687, + "volume_max": 0.0044369325041770935, + "frac_active": 0.3125 + }, + { + "step": 11, + "loss": 4.444663047790527, + "floss_loss": 0.0003124929207842797, + "kl_loss": 0.44443508982658386, + "lyap1_mean": 0.008351103402674198, + "lyap1_max": 0.04267052188515663, + "lyap_mean": 0.004140119068324566, + "volume_mean": 0.004140119068324566, + "volume_max": 0.02996310591697693, + "frac_active": 0.5 + }, + { + "step": 12, + "loss": 6.493005752563477, + "floss_loss": 0.0003988321986980736, + "kl_loss": 0.6492606997489929, + "lyap1_mean": 0.029339740052819252, + "lyap1_max": 0.059887297451496124, + "lyap_mean": 0.013632014393806458, + "volume_mean": 0.013632014393806458, + "volume_max": 0.03021584078669548, + "frac_active": 0.875 + }, + { + "step": 13, + "loss": 4.893409252166748, + "floss_loss": 0.0001623644056962803, + "kl_loss": 0.489324688911438, + "lyap1_mean": 0.014534058049321175, + "lyap1_max": 0.025248292833566666, + "lyap_mean": 0.0041245361790061, + "volume_mean": 0.0041245361790061, + "volume_max": 0.012874297797679901, + "frac_active": 0.6875 + }, + { + "step": 14, + "loss": 8.132925033569336, + "floss_loss": 3.6728721170220524e-05, + "kl_loss": 0.8132887482643127, + "lyap1_mean": 0.005877241026610136, + "lyap1_max": 0.013916915282607079, + "lyap_mean": 0.0034052799455821514, + "volume_mean": 0.0034052799455821514, + "volume_max": 0.0055708568543195724, + "frac_active": 0.6875 + }, + { + "step": 15, + "loss": 6.281820297241211, + "floss_loss": 0.000507041928358376, + "kl_loss": 0.6281313300132751, + "lyap1_mean": 0.02771344780921936, + "lyap1_max": 0.0382099486887455, + "lyap_mean": 0.02000311017036438, + "volume_mean": 0.02000311017036438, + "volume_max": 0.025012288242578506, + "frac_active": 1.0 + }, + { + "step": 16, + "loss": 8.37138557434082, + "floss_loss": 0.00026344528305344284, + "kl_loss": 0.8371122479438782, + "lyap1_mean": 0.02044779062271118, + "lyap1_max": 0.039306581020355225, + "lyap_mean": 0.009332496672868729, + "volume_mean": 0.009332496672868729, + "volume_max": 0.016867946833372116, + "frac_active": 0.8125 + }, + { + "step": 17, + "loss": 5.201272010803223, + "floss_loss": 9.822649735724553e-05, + "kl_loss": 0.5201174020767212, + "lyap1_mean": 0.010069646872580051, + "lyap1_max": 0.017020128667354584, + "lyap_mean": 0.0022722138091921806, + "volume_mean": 0.0022722138091921806, + "volume_max": 0.012553377076983452, + "frac_active": 0.5625 + }, + { + "step": 18, + "loss": 3.0941708087921143, + "floss_loss": 0.00015793721831869334, + "kl_loss": 0.3094013035297394, + "lyap1_mean": 0.012327615171670914, + "lyap1_max": 0.03784750774502754, + "lyap_mean": 0.0008303516078740358, + "volume_mean": 0.0008303516078740358, + "volume_max": 0.007048604544252157, + "frac_active": 0.4375 + }, + { + "step": 19, + "loss": 3.2638485431671143, + "floss_loss": 0.00022024581267032772, + "kl_loss": 0.32636281847953796, + "lyap1_mean": 0.014531673863530159, + "lyap1_max": 0.04858623445034027, + "lyap_mean": 0.004964987747371197, + "volume_mean": 0.004964987747371197, + "volume_max": 0.02088802680373192, + "frac_active": 0.5625 + }, + { + "step": 20, + "loss": 4.831172943115234, + "floss_loss": 0.0002876124926842749, + "kl_loss": 0.48308855295181274, + "lyap1_mean": 0.0012114346027374268, + "lyap1_max": 0.015580620616674423, + "lyap_mean": -0.005717182997614145, + "volume_mean": -0.005717182997614145, + "volume_max": 0.007805037312209606, + "frac_active": 0.4375 + }, + { + "step": 21, + "loss": 2.7474095821380615, + "floss_loss": 9.805505396798253e-05, + "kl_loss": 0.2747311592102051, + "lyap1_mean": 0.004381884355098009, + "lyap1_max": 0.01772357150912285, + "lyap_mean": -0.004637612961232662, + "volume_mean": -0.004637612961232662, + "volume_max": 0.00012972624972462654, + "frac_active": 0.25 + }, + { + "step": 22, + "loss": 3.8391566276550293, + "floss_loss": 0.0003605576348491013, + "kl_loss": 0.3838796019554138, + "lyap1_mean": -0.011909889057278633, + "lyap1_max": -0.0005815438344143331, + "lyap_mean": -0.0163239985704422, + "volume_mean": -0.0163239985704422, + "volume_max": -0.006045383866876364, + "frac_active": 0.0625 + }, + { + "step": 23, + "loss": 1.9332689046859741, + "floss_loss": 0.0005162612069398165, + "kl_loss": 0.19327525794506073, + "lyap1_mean": -0.016048211604356766, + "lyap1_max": 0.0032586243469268084, + "lyap_mean": -0.020740263164043427, + "volume_mean": -0.020740263164043427, + "volume_max": -0.011089392937719822, + "frac_active": 0.0625 + }, + { + "step": 24, + "loss": 1.868513584136963, + "floss_loss": 0.00040132668800652027, + "kl_loss": 0.18681122362613678, + "lyap1_mean": -0.013049593195319176, + "lyap1_max": 0.011732334271073341, + "lyap_mean": -0.0174422524869442, + "volume_mean": -0.0174422524869442, + "volume_max": -0.011749413795769215, + "frac_active": 0.0625 + }, + { + "step": 25, + "loss": 2.468503713607788, + "floss_loss": 0.00037993292789906263, + "kl_loss": 0.2468123733997345, + "lyap1_mean": -0.003369454527273774, + "lyap1_max": 0.02836998924612999, + "lyap_mean": -0.012428659945726395, + "volume_mean": -0.012428659945726395, + "volume_max": 0.00851413793861866, + "frac_active": 0.1875 + }, + { + "step": 26, + "loss": 2.2052500247955322, + "floss_loss": 0.0001971642195712775, + "kl_loss": 0.22050528228282928, + "lyap1_mean": -0.00012525077909231186, + "lyap1_max": 0.03249155730009079, + "lyap_mean": -0.007112199440598488, + "volume_mean": -0.007112199440598488, + "volume_max": 0.0036149779334664345, + "frac_active": 0.125 + }, + { + "step": 27, + "loss": 1.7576261758804321, + "floss_loss": 0.00018450683273840696, + "kl_loss": 0.1757441610097885, + "lyap1_mean": 0.007466732989996672, + "lyap1_max": 0.025453489273786545, + "lyap_mean": -0.0051289089024066925, + "volume_mean": -0.0051289089024066925, + "volume_max": 0.005336785223335028, + "frac_active": 0.375 + }, + { + "step": 28, + "loss": 2.4823100566864014, + "floss_loss": 7.093630847521126e-05, + "kl_loss": 0.2482239007949829, + "lyap1_mean": 0.0012568288948386908, + "lyap1_max": 0.010691037401556969, + "lyap_mean": -0.000534741033334285, + "volume_mean": -0.000534741033334285, + "volume_max": 0.005573983769863844, + "frac_active": 0.4375 + }, + { + "step": 29, + "loss": 2.6557154655456543, + "floss_loss": 8.312337740790099e-05, + "kl_loss": 0.2655632197856903, + "lyap1_mean": -0.0018092450918629766, + "lyap1_max": -0.00014042480324860662, + "lyap_mean": -0.006447847932577133, + "volume_mean": -0.006447847932577133, + "volume_max": -0.0003905276535078883, + "frac_active": 0.0625 + }, + { + "step": 30, + "loss": 2.8482635021209717, + "floss_loss": 0.00023329004761762917, + "kl_loss": 0.28480303287506104, + "lyap1_mean": -0.0010696593672037125, + "lyap1_max": 0.018658721819519997, + "lyap_mean": -0.0084749236702919, + "volume_mean": -0.0084749236702919, + "volume_max": -0.0010690430644899607, + "frac_active": 0.25 + }, + { + "step": 31, + "loss": 4.313543796539307, + "floss_loss": 0.00039828300941735506, + "kl_loss": 0.4313145875930786, + "lyap1_mean": 0.007603127975016832, + "lyap1_max": 0.03884423151612282, + "lyap_mean": -0.001923329196870327, + "volume_mean": -0.001923329196870327, + "volume_max": 0.023918088525533676, + "frac_active": 0.375 + }, + { + "step": 32, + "loss": 3.1125576496124268, + "floss_loss": 0.00013806152855977416, + "kl_loss": 0.3112419545650482, + "lyap1_mean": 0.012232648208737373, + "lyap1_max": 0.01815744675695896, + "lyap_mean": 0.0028582150116562843, + "volume_mean": 0.0028582150116562843, + "volume_max": 0.012509537860751152, + "frac_active": 0.625 + }, + { + "step": 33, + "loss": 2.5734686851501465, + "floss_loss": 0.00034989294363185763, + "kl_loss": 0.2573118805885315, + "lyap1_mean": 0.0017334651201963425, + "lyap1_max": 0.026081077754497528, + "lyap_mean": -0.00703053455799818, + "volume_mean": -0.00703053455799818, + "volume_max": 0.011807533912360668, + "frac_active": 0.3125 + }, + { + "step": 34, + "loss": 1.3112789392471313, + "floss_loss": 0.00015683849051129073, + "kl_loss": 0.131112203001976, + "lyap1_mean": 0.01666153222322464, + "lyap1_max": 0.0346088744699955, + "lyap_mean": 0.00516038341447711, + "volume_mean": 0.00516038341447711, + "volume_max": 0.012025982141494751, + "frac_active": 0.625 + }, + { + "step": 35, + "loss": 1.0591094493865967, + "floss_loss": 0.0005661126342602074, + "kl_loss": 0.105854332447052, + "lyap1_mean": 0.008009595796465874, + "lyap1_max": 0.044996775686740875, + "lyap_mean": 0.001390466932207346, + "volume_mean": 0.001390466932207346, + "volume_max": 0.029416393488645554, + "frac_active": 0.5 + }, + { + "step": 36, + "loss": 2.151500701904297, + "floss_loss": 0.0004745524493046105, + "kl_loss": 0.21510262787342072, + "lyap1_mean": -0.00592763489112258, + "lyap1_max": 0.014171618036925793, + "lyap_mean": -0.01395285502076149, + "volume_mean": -0.01395285502076149, + "volume_max": 0.006822574883699417, + "frac_active": 0.25 + }, + { + "step": 37, + "loss": 1.522001028060913, + "floss_loss": 0.0003531168622430414, + "kl_loss": 0.1521647870540619, + "lyap1_mean": -0.007792357821017504, + "lyap1_max": 0.0030635674484074116, + "lyap_mean": -0.015197427943348885, + "volume_mean": -0.015197427943348885, + "volume_max": -0.002405900042504072, + "frac_active": 0.125 + }, + { + "step": 38, + "loss": 1.3780581951141357, + "floss_loss": 0.0004976982600055635, + "kl_loss": 0.13775604963302612, + "lyap1_mean": -0.015420226380228996, + "lyap1_max": 0.0016291055362671614, + "lyap_mean": -0.019505983218550682, + "volume_mean": -0.019505983218550682, + "volume_max": -0.009422685950994492, + "frac_active": 0.0625 + }, + { + "step": 39, + "loss": 1.0015236139297485, + "floss_loss": 0.00034750360646285117, + "kl_loss": 0.10011761635541916, + "lyap1_mean": -0.010344238951802254, + "lyap1_max": 0.003783318679779768, + "lyap_mean": -0.01688406802713871, + "volume_mean": -0.01688406802713871, + "volume_max": -0.009939340874552727, + "frac_active": 0.0625 + }, + { + "step": 40, + "loss": 1.2406550645828247, + "floss_loss": 0.00028587906854227185, + "kl_loss": 0.12403692305088043, + "lyap1_mean": 0.002628587419167161, + "lyap1_max": 0.012763386592268944, + "lyap_mean": -0.01128101721405983, + "volume_mean": -0.01128101721405983, + "volume_max": -0.002850920893251896, + "frac_active": 0.1875 + }, + { + "step": 41, + "loss": 1.2369972467422485, + "floss_loss": 0.0003296840295661241, + "kl_loss": 0.12366675585508347, + "lyap1_mean": 0.0012805270962417126, + "lyap1_max": 0.0329323336482048, + "lyap_mean": -0.007891812361776829, + "volume_mean": -0.007891812361776829, + "volume_max": 0.0030223634093999863, + "frac_active": 0.25 + }, + { + "step": 42, + "loss": 0.931557834148407, + "floss_loss": 0.00037406192859634757, + "kl_loss": 0.09311837702989578, + "lyap1_mean": -0.015066150575876236, + "lyap1_max": -0.0038720951415598392, + "lyap_mean": -0.017206426709890366, + "volume_mean": -0.017206426709890366, + "volume_max": -0.00808127410709858, + "frac_active": 0.0 + }, + { + "step": 43, + "loss": 1.039440631866455, + "floss_loss": 0.00023612660879734904, + "kl_loss": 0.10392045229673386, + "lyap1_mean": -0.0018984302878379822, + "lyap1_max": 0.004670607857406139, + "lyap_mean": -0.011337733827531338, + "volume_mean": -0.011337733827531338, + "volume_max": -0.003895227797329426, + "frac_active": 0.125 + }, + { + "step": 44, + "loss": 1.7195035219192505, + "floss_loss": 0.0002659743186086416, + "kl_loss": 0.17192375659942627, + "lyap1_mean": 0.00734610203653574, + "lyap1_max": 0.01948082447052002, + "lyap_mean": -0.007843539118766785, + "volume_mean": -0.007843539118766785, + "volume_max": 0.0025829803198575974, + "frac_active": 0.25 + }, + { + "step": 45, + "loss": 2.337538242340088, + "floss_loss": 0.00040895878919400275, + "kl_loss": 0.23371294140815735, + "lyap1_mean": -0.013511978089809418, + "lyap1_max": 0.0006980617763474584, + "lyap_mean": -0.015933237969875336, + "volume_mean": -0.015933237969875336, + "volume_max": -0.0019684068392962217, + "frac_active": 0.25 + }, + { + "step": 46, + "loss": 2.0605716705322266, + "floss_loss": 0.0004489832790568471, + "kl_loss": 0.2060122787952423, + "lyap1_mean": -0.012598340399563313, + "lyap1_max": -0.002008403418585658, + "lyap_mean": -0.019695019349455833, + "volume_mean": -0.019695019349455833, + "volume_max": -0.013296491466462612, + "frac_active": 0.0 + }, + { + "step": 47, + "loss": 1.6233651638031006, + "floss_loss": 0.0006501457537524402, + "kl_loss": 0.16227149963378906, + "lyap1_mean": -0.017168043181300163, + "lyap1_max": 0.010746228508651257, + "lyap_mean": -0.022986479103565216, + "volume_mean": -0.022986479103565216, + "volume_max": -0.006793830543756485, + "frac_active": 0.0625 + }, + { + "step": 48, + "loss": 1.8089536428451538, + "floss_loss": 7.84159274189733e-05, + "kl_loss": 0.18088752031326294, + "lyap1_mean": 0.004909857176244259, + "lyap1_max": 0.020896030589938164, + "lyap_mean": 7.021240890026093e-05, + "volume_mean": 7.021240890026093e-05, + "volume_max": 0.011202588677406311, + "frac_active": 0.5625 + }, + { + "step": 49, + "loss": 1.7574869394302368, + "floss_loss": 0.00028589670546352863, + "kl_loss": 0.17572011053562164, + "lyap1_mean": -0.0021928860805928707, + "lyap1_max": 0.023308521136641502, + "lyap_mean": -0.009579772129654884, + "volume_mean": -0.009579772129654884, + "volume_max": 0.003545103594660759, + "frac_active": 0.125 + }, + { + "step": 50, + "loss": 1.2125149965286255, + "floss_loss": 0.0005643600597977638, + "kl_loss": 0.12119506299495697, + "lyap1_mean": -0.01819346845149994, + "lyap1_max": -0.008466055616736412, + "lyap_mean": -0.022662758827209473, + "volume_mean": -0.022662758827209473, + "volume_max": -0.018580574542284012, + "frac_active": 0.0 + }, + { + "step": 51, + "loss": 0.721222996711731, + "floss_loss": 0.00032361919875256717, + "kl_loss": 0.07208994030952454, + "lyap1_mean": -0.0013606044230982661, + "lyap1_max": 0.011587624438107014, + "lyap_mean": -0.013389071449637413, + "volume_mean": -0.013389071449637413, + "volume_max": -0.0022888826206326485, + "frac_active": 0.125 + }, + { + "step": 52, + "loss": 1.7036086320877075, + "floss_loss": 0.0003993727150373161, + "kl_loss": 0.17032092809677124, + "lyap1_mean": -0.01778986304998398, + "lyap1_max": -0.007275557145476341, + "lyap_mean": -0.016712425276637077, + "volume_mean": -0.016712425276637077, + "volume_max": -0.00924181379377842, + "frac_active": 0.0625 + }, + { + "step": 53, + "loss": 1.4536186456680298, + "floss_loss": 0.00015279764193110168, + "kl_loss": 0.14534658193588257, + "lyap1_mean": 0.006442279554903507, + "lyap1_max": 0.02678067609667778, + "lyap_mean": -0.00507101695984602, + "volume_mean": -0.00507101695984602, + "volume_max": 0.006068829447031021, + "frac_active": 0.25 + }, + { + "step": 54, + "loss": 1.0074764490127563, + "floss_loss": 0.0005361692747101188, + "kl_loss": 0.10069402307271957, + "lyap1_mean": -0.015339154750108719, + "lyap1_max": -0.004081742372363806, + "lyap_mean": -0.020673900842666626, + "volume_mean": -0.020673900842666626, + "volume_max": -0.009059581905603409, + "frac_active": 0.0 + }, + { + "step": 55, + "loss": 0.5131212472915649, + "floss_loss": 0.0005332670407369733, + "kl_loss": 0.05125879868865013, + "lyap1_mean": -0.020335528999567032, + "lyap1_max": -0.004371861461549997, + "lyap_mean": -0.02119547314941883, + "volume_mean": -0.02119547314941883, + "volume_max": -0.014038052409887314, + "frac_active": 0.0 + }, + { + "step": 56, + "loss": 0.8429496884346008, + "floss_loss": 0.0003232797025702894, + "kl_loss": 0.08426263928413391, + "lyap1_mean": -0.014490395784378052, + "lyap1_max": -0.007338810712099075, + "lyap_mean": -0.016925984993577003, + "volume_mean": -0.016925984993577003, + "volume_max": -0.013490313664078712, + "frac_active": 0.0 + }, + { + "step": 57, + "loss": 0.7632055878639221, + "floss_loss": 0.0008586860494688153, + "kl_loss": 0.07623469084501266, + "lyap1_mean": -0.025805801153182983, + "lyap1_max": -0.015073495917022228, + "lyap_mean": -0.028698179870843887, + "volume_mean": -0.028698179870843887, + "volume_max": -0.02291906625032425, + "frac_active": 0.0 + }, + { + "step": 58, + "loss": 0.29738306999206543, + "floss_loss": 0.0006892665405757725, + "kl_loss": 0.02966937981545925, + "lyap1_mean": -0.022832540795207024, + "lyap1_max": -0.012986881658434868, + "lyap_mean": -0.02539214678108692, + "volume_mean": -0.02539214678108692, + "volume_max": -0.018313350155949593, + "frac_active": 0.0 + }, + { + "step": 59, + "loss": 0.5452380180358887, + "floss_loss": 0.0008429771405644715, + "kl_loss": 0.05443950369954109, + "lyap1_mean": -0.023014739155769348, + "lyap1_max": -0.0132977906614542, + "lyap_mean": -0.028153792023658752, + "volume_mean": -0.028153792023658752, + "volume_max": -0.020785193890333176, + "frac_active": 0.0 + }, + { + "step": 60, + "loss": 1.0623615980148315, + "floss_loss": 0.0004810639948118478, + "kl_loss": 0.10618805885314941, + "lyap1_mean": -0.016350096091628075, + "lyap1_max": -0.00547960726544261, + "lyap_mean": -0.018811162561178207, + "volume_mean": -0.018811162561178207, + "volume_max": -0.006097682286053896, + "frac_active": 0.0625 + }, + { + "step": 61, + "loss": 1.260214924812317, + "floss_loss": 0.0006405484164133668, + "kl_loss": 0.1259574443101883, + "lyap1_mean": -0.018976926803588867, + "lyap1_max": -0.006086866836994886, + "lyap_mean": -0.02429666928946972, + "volume_mean": -0.02429666928946972, + "volume_max": -0.02010185830295086, + "frac_active": 0.0 + }, + { + "step": 62, + "loss": 1.3323794603347778, + "floss_loss": 0.000826004019472748, + "kl_loss": 0.13315534591674805, + "lyap1_mean": -0.018198955804109573, + "lyap1_max": 0.009347846731543541, + "lyap_mean": -0.02684273011982441, + "volume_mean": -0.02684273011982441, + "volume_max": -0.01834038272500038, + "frac_active": 0.0625 + }, + { + "step": 63, + "loss": 1.2920513153076172, + "floss_loss": 0.0006716572679579258, + "kl_loss": 0.12913796305656433, + "lyap1_mean": -0.02089059166610241, + "lyap1_max": -0.005518355406820774, + "lyap_mean": -0.023605555295944214, + "volume_mean": -0.023605555295944214, + "volume_max": -0.007077369373291731, + "frac_active": 0.0 + }, + { + "step": 64, + "loss": 1.9547759294509888, + "floss_loss": 0.000841508386656642, + "kl_loss": 0.19539344310760498, + "lyap1_mean": -0.025101277977228165, + "lyap1_max": -0.01978812739253044, + "lyap_mean": -0.02862865850329399, + "volume_mean": -0.02862865850329399, + "volume_max": -0.024187594652175903, + "frac_active": 0.0 + }, + { + "step": 65, + "loss": 1.6264963150024414, + "floss_loss": 0.0010585603304207325, + "kl_loss": 0.16254377365112305, + "lyap1_mean": -0.027153925970196724, + "lyap1_max": -0.014577385038137436, + "lyap_mean": -0.03149637579917908, + "volume_mean": -0.03149637579917908, + "volume_max": -0.02332322858273983, + "frac_active": 0.0 + }, + { + "step": 66, + "loss": 1.0190352201461792, + "floss_loss": 0.00022585387341678143, + "kl_loss": 0.10188093036413193, + "lyap1_mean": -0.000571058364585042, + "lyap1_max": 0.018083736300468445, + "lyap_mean": -0.009252062067389488, + "volume_mean": -0.009252062067389488, + "volume_max": -0.0002432381152175367, + "frac_active": 0.1875 + }, + { + "step": 67, + "loss": 0.9374391436576843, + "floss_loss": 0.0006942871259525418, + "kl_loss": 0.09367448836565018, + "lyap1_mean": -0.021163813769817352, + "lyap1_max": -0.007124762516468763, + "lyap_mean": -0.025399446487426758, + "volume_mean": -0.025399446487426758, + "volume_max": -0.017936427146196365, + "frac_active": 0.0 + }, + { + "step": 68, + "loss": 0.7163166999816895, + "floss_loss": 0.0003949004167225212, + "kl_loss": 0.07159218192100525, + "lyap1_mean": -0.010823851451277733, + "lyap1_max": 0.007196018006652594, + "lyap_mean": -0.015249993652105331, + "volume_mean": -0.015249993652105331, + "volume_max": -0.0011750997509807348, + "frac_active": 0.125 + }, + { + "step": 69, + "loss": 0.9182990789413452, + "floss_loss": 0.0006618439219892025, + "kl_loss": 0.09176371991634369, + "lyap1_mean": -0.013047240674495697, + "lyap1_max": 0.004247646313160658, + "lyap_mean": -0.023431073874235153, + "volume_mean": -0.023431073874235153, + "volume_max": -0.01395677775144577, + "frac_active": 0.0625 + }, + { + "step": 70, + "loss": 0.8058339357376099, + "floss_loss": 0.0005264139035716653, + "kl_loss": 0.08053074777126312, + "lyap1_mean": -0.012670131400227547, + "lyap1_max": 0.00113482098095119, + "lyap_mean": -0.02091853879392147, + "volume_mean": -0.02091853879392147, + "volume_max": -0.012979150749742985, + "frac_active": 0.0625 + }, + { + "step": 71, + "loss": 0.8218425512313843, + "floss_loss": 0.0003610565618146211, + "kl_loss": 0.08214814960956573, + "lyap1_mean": -0.010736465454101562, + "lyap1_max": 0.0020576012320816517, + "lyap_mean": -0.01676926016807556, + "volume_mean": -0.01676926016807556, + "volume_max": -0.008151819929480553, + "frac_active": 0.0625 + }, + { + "step": 72, + "loss": 0.9286670684814453, + "floss_loss": 0.0007021598285064101, + "kl_loss": 0.09279648959636688, + "lyap1_mean": -0.02352522499859333, + "lyap1_max": -0.003968952223658562, + "lyap_mean": -0.025282008573412895, + "volume_mean": -0.025282008573412895, + "volume_max": -0.017214536666870117, + "frac_active": 0.0 + }, + { + "step": 73, + "loss": 1.2569395303726196, + "floss_loss": 0.00020405872783157974, + "kl_loss": 0.1256735473871231, + "lyap1_mean": -0.0038553299382328987, + "lyap1_max": 0.009691386483609676, + "lyap_mean": -0.00945349968969822, + "volume_mean": -0.00945349968969822, + "volume_max": 0.0050823874771595, + "frac_active": 0.1875 + }, + { + "step": 74, + "loss": 0.5836705565452576, + "floss_loss": 0.0003058395814150572, + "kl_loss": 0.058336470276117325, + "lyap1_mean": 0.010794445872306824, + "lyap1_max": 0.028384024277329445, + "lyap_mean": -0.003478748258203268, + "volume_mean": -0.003478748258203268, + "volume_max": 0.007494863588362932, + "frac_active": 0.4375 + }, + { + "step": 75, + "loss": 0.7492558360099792, + "floss_loss": 0.000506511889398098, + "kl_loss": 0.07487493008375168, + "lyap1_mean": -0.013683482073247433, + "lyap1_max": -0.004291845485568047, + "lyap_mean": -0.019652551040053368, + "volume_mean": -0.019652551040053368, + "volume_max": -0.00634824950248003, + "frac_active": 0.0625 + }, + { + "step": 76, + "loss": 0.7713541388511658, + "floss_loss": 0.0005588682834059, + "kl_loss": 0.07707952708005905, + "lyap1_mean": -0.004087822511792183, + "lyap1_max": 0.025625573471188545, + "lyap_mean": -0.019426744431257248, + "volume_mean": -0.019426744431257248, + "volume_max": -0.015284470282495022, + "frac_active": 0.0625 + }, + { + "step": 77, + "loss": 0.5226860046386719, + "floss_loss": 0.00023258622968569398, + "kl_loss": 0.05224534496665001, + "lyap1_mean": 0.0004601869732141495, + "lyap1_max": 0.02678535133600235, + "lyap_mean": -0.00823371671140194, + "volume_mean": -0.00823371671140194, + "volume_max": 0.006696031894534826, + "frac_active": 0.1875 + }, + { + "step": 78, + "loss": 1.0325520038604736, + "floss_loss": 0.0003566481464076787, + "kl_loss": 0.10321953892707825, + "lyap1_mean": -0.009828006848692894, + "lyap1_max": 0.0070812939666211605, + "lyap_mean": -0.015031995251774788, + "volume_mean": -0.015031995251774788, + "volume_max": -0.005505580920726061, + "frac_active": 0.0625 + }, + { + "step": 79, + "loss": 0.6785794496536255, + "floss_loss": 0.0002807493438012898, + "kl_loss": 0.06782986968755722, + "lyap1_mean": -0.007889612577855587, + "lyap1_max": 0.008805696852505207, + "lyap_mean": -0.011006031185388565, + "volume_mean": -0.011006031185388565, + "volume_max": 0.002263488946482539, + "frac_active": 0.25 + }, + { + "step": 80, + "loss": 1.0284559726715088, + "floss_loss": 0.0004437872557900846, + "kl_loss": 0.10280121862888336, + "lyap1_mean": -0.0107704047113657, + "lyap1_max": 0.0086800092831254, + "lyap_mean": -0.01545574702322483, + "volume_mean": -0.01545574702322483, + "volume_max": -0.0035600317642092705, + "frac_active": 0.1875 + }, + { + "step": 81, + "loss": 1.1116999387741089, + "floss_loss": 0.0006210455321706831, + "kl_loss": 0.11110788583755493, + "lyap1_mean": -0.011500367894768715, + "lyap1_max": 0.0032185735180974007, + "lyap_mean": -0.021468155086040497, + "volume_mean": -0.021468155086040497, + "volume_max": -0.012102979235351086, + "frac_active": 0.125 + }, + { + "step": 82, + "loss": 0.7127127051353455, + "floss_loss": 0.0005118162371218204, + "kl_loss": 0.07122008502483368, + "lyap1_mean": -0.014345202594995499, + "lyap1_max": -0.006285311188548803, + "lyap_mean": -0.0212014801800251, + "volume_mean": -0.0212014801800251, + "volume_max": -0.014269715175032616, + "frac_active": 0.0 + }, + { + "step": 83, + "loss": 0.575710654258728, + "floss_loss": 0.0004216599918436259, + "kl_loss": 0.05752889811992645, + "lyap1_mean": -0.013260139152407646, + "lyap1_max": 0.005486899986863136, + "lyap_mean": -0.01803699880838394, + "volume_mean": -0.01803699880838394, + "volume_max": -0.008847897872328758, + "frac_active": 0.0625 + }, + { + "step": 84, + "loss": 0.948055624961853, + "floss_loss": 0.0006329966126941144, + "kl_loss": 0.09474226087331772, + "lyap1_mean": -0.023604044690728188, + "lyap1_max": -0.009494086727499962, + "lyap_mean": -0.02347511611878872, + "volume_mean": -0.02347511611878872, + "volume_max": -0.01064751110970974, + "frac_active": 0.0 + }, + { + "step": 85, + "loss": 0.7706918716430664, + "floss_loss": 0.0004502861120272428, + "kl_loss": 0.07702415436506271, + "lyap1_mean": -0.01024160347878933, + "lyap1_max": 0.004800410009920597, + "lyap_mean": -0.015391466207802296, + "volume_mean": -0.015391466207802296, + "volume_max": 0.0006204029778018594, + "frac_active": 0.125 + }, + { + "step": 86, + "loss": 0.5306857824325562, + "floss_loss": 0.00040613242890685797, + "kl_loss": 0.053027961403131485, + "lyap1_mean": -0.01539706252515316, + "lyap1_max": -0.0015513981925323606, + "lyap_mean": -0.019013280048966408, + "volume_mean": -0.019013280048966408, + "volume_max": -0.013531853444874287, + "frac_active": 0.0 + }, + { + "step": 87, + "loss": 0.8272759318351746, + "floss_loss": 0.00034495649742893875, + "kl_loss": 0.08269309997558594, + "lyap1_mean": -0.006064810790121555, + "lyap1_max": 0.01305369008332491, + "lyap_mean": -0.012415044009685516, + "volume_mean": -0.012415044009685516, + "volume_max": 0.0007620123215019703, + "frac_active": 0.25 + }, + { + "step": 88, + "loss": 0.7723661065101624, + "floss_loss": 0.0008918943349272013, + "kl_loss": 0.07714741677045822, + "lyap1_mean": -0.015399331226944923, + "lyap1_max": 0.027817394584417343, + "lyap_mean": -0.025140423327684402, + "volume_mean": -0.025140423327684402, + "volume_max": -0.007544071413576603, + "frac_active": 0.0625 + }, + { + "step": 89, + "loss": 0.7344542741775513, + "floss_loss": 0.00035777597804553807, + "kl_loss": 0.07340965420007706, + "lyap1_mean": -0.0004619951359927654, + "lyap1_max": 0.01714864932000637, + "lyap_mean": -0.013903738930821419, + "volume_mean": -0.013903738930821419, + "volume_max": -0.0009035246912389994, + "frac_active": 0.125 + }, + { + "step": 90, + "loss": 2.804069995880127, + "floss_loss": 0.00044987109140492976, + "kl_loss": 0.28036201000213623, + "lyap1_mean": -0.007339513394981623, + "lyap1_max": 0.015156084671616554, + "lyap_mean": -0.01612752303481102, + "volume_mean": -0.01612752303481102, + "volume_max": -0.004000913351774216, + "frac_active": 0.125 + }, + { + "step": 91, + "loss": 1.016316294670105, + "floss_loss": 0.0006126679363660514, + "kl_loss": 0.10157036781311035, + "lyap1_mean": -0.012851115316152573, + "lyap1_max": 0.021254131570458412, + "lyap_mean": -0.01831253618001938, + "volume_mean": -0.01831253618001938, + "volume_max": 0.006064468063414097, + "frac_active": 0.1875 + }, + { + "step": 92, + "loss": 1.8357770442962646, + "floss_loss": 0.00019488175166770816, + "kl_loss": 0.18355821073055267, + "lyap1_mean": -0.008437958545982838, + "lyap1_max": 0.00028564303647726774, + "lyap_mean": -0.012510059401392937, + "volume_mean": -0.012510059401392937, + "volume_max": -0.010778211057186127, + "frac_active": 0.0625 + }, + { + "step": 93, + "loss": 0.5756798386573792, + "floss_loss": 0.0003615766472648829, + "kl_loss": 0.05753182992339134, + "lyap1_mean": -0.010940758511424065, + "lyap1_max": 0.007213003933429718, + "lyap_mean": -0.014953109435737133, + "volume_mean": -0.014953109435737133, + "volume_max": -0.003029164858162403, + "frac_active": 0.1875 + }, + { + "step": 94, + "loss": 4.498968601226807, + "floss_loss": 0.0005064625293016434, + "kl_loss": 0.4498462378978729, + "lyap1_mean": -0.014190828427672386, + "lyap1_max": 0.0006152002024464309, + "lyap_mean": -0.01998061127960682, + "volume_mean": -0.01998061127960682, + "volume_max": -0.01105822529643774, + "frac_active": 0.0625 + }, + { + "step": 95, + "loss": 0.9319536685943604, + "floss_loss": 0.0005786721594631672, + "kl_loss": 0.09313749521970749, + "lyap1_mean": -0.009385275654494762, + "lyap1_max": 0.015272297896444798, + "lyap_mean": -0.01865125074982643, + "volume_mean": -0.01865125074982643, + "volume_max": 0.0013416591100394726, + "frac_active": 0.125 + }, + { + "step": 96, + "loss": 1.0450780391693115, + "floss_loss": 0.0005210199160501361, + "kl_loss": 0.10445570200681686, + "lyap1_mean": -0.0015029115602374077, + "lyap1_max": 0.041182346642017365, + "lyap_mean": -0.015177085995674133, + "volume_mean": -0.015177085995674133, + "volume_max": 0.007267106790095568, + "frac_active": 0.125 + }, + { + "step": 97, + "loss": 1.2910341024398804, + "floss_loss": 0.0007339242729358375, + "kl_loss": 0.1290300190448761, + "lyap1_mean": -0.025761626660823822, + "lyap1_max": -0.012143857777118683, + "lyap_mean": -0.024052385240793228, + "volume_mean": -0.024052385240793228, + "volume_max": -0.005903709679841995, + "frac_active": 0.0625 + }, + { + "step": 98, + "loss": 0.5249903798103333, + "floss_loss": 0.0007150059100240469, + "kl_loss": 0.052427537739276886, + "lyap1_mean": -0.023096714168787003, + "lyap1_max": -0.006807828322052956, + "lyap_mean": -0.023821229115128517, + "volume_mean": -0.023821229115128517, + "volume_max": -0.007744366303086281, + "frac_active": 0.0625 + }, + { + "step": 99, + "loss": 0.4748031198978424, + "floss_loss": 0.0004416976880747825, + "kl_loss": 0.04743614047765732, + "lyap1_mean": -0.01600196771323681, + "lyap1_max": -0.002641032449901104, + "lyap_mean": -0.01956886425614357, + "volume_mean": -0.01956886425614357, + "volume_max": -0.012429251335561275, + "frac_active": 0.0 + }, + { + "step": 100, + "loss": 0.47062408924102783, + "floss_loss": 0.0006056316778995097, + "kl_loss": 0.04700184613466263, + "lyap1_mean": -0.015528758056461811, + "lyap1_max": 0.00800007302314043, + "lyap_mean": -0.02236129716038704, + "volume_mean": -0.02236129716038704, + "volume_max": -0.012093574739992619, + "frac_active": 0.0625 + }, + { + "step": 101, + "loss": 0.6005672216415405, + "floss_loss": 0.000395644165109843, + "kl_loss": 0.06001715734601021, + "lyap1_mean": -0.010120733641088009, + "lyap1_max": 0.011137272231280804, + "lyap_mean": -0.016950175166130066, + "volume_mean": -0.016950175166130066, + "volume_max": -0.007590869441628456, + "frac_active": 0.0625 + }, + { + "step": 102, + "loss": 1.5095033645629883, + "floss_loss": 0.0004394825082272291, + "kl_loss": 0.15090638399124146, + "lyap1_mean": -0.012333802878856659, + "lyap1_max": -0.001680832589045167, + "lyap_mean": -0.01800987310707569, + "volume_mean": -0.01800987310707569, + "volume_max": -0.008269092068076134, + "frac_active": 0.0 + }, + { + "step": 103, + "loss": 0.6552807688713074, + "floss_loss": 0.00035637704422697425, + "kl_loss": 0.06549243628978729, + "lyap1_mean": -0.012957843020558357, + "lyap1_max": 0.001808243221603334, + "lyap_mean": -0.01650165021419525, + "volume_mean": -0.01650165021419525, + "volume_max": -0.006210274063050747, + "frac_active": 0.125 + }, + { + "step": 104, + "loss": 1.1018239259719849, + "floss_loss": 0.0005907622398808599, + "kl_loss": 0.11012331396341324, + "lyap1_mean": -0.017539910972118378, + "lyap1_max": 0.0050282906740903854, + "lyap_mean": -0.02204589545726776, + "volume_mean": -0.02204589545726776, + "volume_max": -0.011608833447098732, + "frac_active": 0.0625 + }, + { + "step": 105, + "loss": 1.2084417343139648, + "floss_loss": 0.00031208409927785397, + "kl_loss": 0.12081296741962433, + "lyap1_mean": -0.015333245508372784, + "lyap1_max": -0.0038476570043712854, + "lyap_mean": -0.015855571255087852, + "volume_mean": -0.015855571255087852, + "volume_max": -0.010836878791451454, + "frac_active": 0.0 + }, + { + "step": 106, + "loss": 0.44280001521110535, + "floss_loss": 0.0004947375273332, + "kl_loss": 0.04423052817583084, + "lyap1_mean": -0.01858493499457836, + "lyap1_max": -0.0070664850063622, + "lyap_mean": -0.019219379872083664, + "volume_mean": -0.019219379872083664, + "volume_max": -0.006753767374902964, + "frac_active": 0.0625 + }, + { + "step": 107, + "loss": 0.8180372714996338, + "floss_loss": 0.0005435080965980887, + "kl_loss": 0.08174937218427658, + "lyap1_mean": -0.01604168303310871, + "lyap1_max": -0.007525989785790443, + "lyap_mean": -0.021415716037154198, + "volume_mean": -0.021415716037154198, + "volume_max": -0.011844095773994923, + "frac_active": 0.0625 + }, + { + "step": 108, + "loss": 0.9941851496696472, + "floss_loss": 0.0003572731220629066, + "kl_loss": 0.09938278794288635, + "lyap1_mean": -0.014435816556215286, + "lyap1_max": -0.008267255499958992, + "lyap_mean": -0.01817837357521057, + "volume_mean": -0.01817837357521057, + "volume_max": -0.015081636607646942, + "frac_active": 0.0 + }, + { + "step": 109, + "loss": 0.3679830729961395, + "floss_loss": 0.0005794291500933468, + "kl_loss": 0.036740366369485855, + "lyap1_mean": -0.01671035960316658, + "lyap1_max": 0.0039918189868330956, + "lyap_mean": -0.0219259113073349, + "volume_mean": -0.0219259113073349, + "volume_max": -0.014413547702133656, + "frac_active": 0.0625 + }, + { + "step": 110, + "loss": 1.5796847343444824, + "floss_loss": 0.00017242479952983558, + "kl_loss": 0.1579512357711792, + "lyap1_mean": 0.01754472404718399, + "lyap1_max": 0.027539843693375587, + "lyap_mean": -0.000738253933377564, + "volume_mean": -0.000738253933377564, + "volume_max": 0.0029449663124978542, + "frac_active": 0.4375 + }, + { + "step": 111, + "loss": 0.5120090246200562, + "floss_loss": 0.0002764336531981826, + "kl_loss": 0.05117325857281685, + "lyap1_mean": -0.009235687553882599, + "lyap1_max": -0.0012273649917915463, + "lyap_mean": -0.01316122617572546, + "volume_mean": -0.01316122617572546, + "volume_max": -0.007561469450592995, + "frac_active": 0.0625 + }, + { + "step": 112, + "loss": 0.8498849272727966, + "floss_loss": 0.00012096647697035223, + "kl_loss": 0.08497639745473862, + "lyap1_mean": 0.006299915257841349, + "lyap1_max": 0.010490701533854008, + "lyap_mean": -0.0035056809429079294, + "volume_mean": -0.0035056809429079294, + "volume_max": -0.0008986205793917179, + "frac_active": 0.4375 + }, + { + "step": 113, + "loss": 1.5809836387634277, + "floss_loss": 0.0001456542668165639, + "kl_loss": 0.15808379650115967, + "lyap1_mean": -0.004780872724950314, + "lyap1_max": 0.007445840165019035, + "lyap_mean": -0.009171376004815102, + "volume_mean": -0.009171376004815102, + "volume_max": -0.002921361941844225, + "frac_active": 0.1875 + }, + { + "step": 114, + "loss": 0.8321717977523804, + "floss_loss": 0.0001452178694307804, + "kl_loss": 0.08320266008377075, + "lyap1_mean": 0.00918249785900116, + "lyap1_max": 0.022385291755199432, + "lyap_mean": -0.003195773111656308, + "volume_mean": -0.003195773111656308, + "volume_max": 0.003764792811125517, + "frac_active": 0.25 + }, + { + "step": 115, + "loss": 0.6596014499664307, + "floss_loss": 0.00016930990386754274, + "kl_loss": 0.06594321131706238, + "lyap1_mean": 0.00010562257375568151, + "lyap1_max": 0.010786555707454681, + "lyap_mean": -0.007392234168946743, + "volume_mean": -0.007392234168946743, + "volume_max": -6.406521424651146e-05, + "frac_active": 0.3125 + }, + { + "step": 116, + "loss": 0.595523476600647, + "floss_loss": 0.0006197112961672246, + "kl_loss": 0.059490375220775604, + "lyap1_mean": -0.020457841455936432, + "lyap1_max": -0.0095996567979455, + "lyap_mean": -0.023403748869895935, + "volume_mean": -0.023403748869895935, + "volume_max": -0.015740934759378433, + "frac_active": 0.0 + }, + { + "step": 117, + "loss": 0.9958536624908447, + "floss_loss": 0.00022032031847629696, + "kl_loss": 0.09956333786249161, + "lyap1_mean": -0.005363278090953827, + "lyap1_max": 0.00950083788484335, + "lyap_mean": -0.010565709322690964, + "volume_mean": -0.010565709322690964, + "volume_max": 0.0010982556268572807, + "frac_active": 0.1875 + }, + { + "step": 118, + "loss": 0.4356580078601837, + "floss_loss": 0.0005941037088632584, + "kl_loss": 0.04350639134645462, + "lyap1_mean": -0.019745957106351852, + "lyap1_max": -0.005893880967050791, + "lyap_mean": -0.022684015333652496, + "volume_mean": -0.022684015333652496, + "volume_max": -0.014792423695325851, + "frac_active": 0.0 + }, + { + "step": 119, + "loss": 0.47244027256965637, + "floss_loss": 0.0008782899240031838, + "kl_loss": 0.0471561960875988, + "lyap1_mean": -0.023808380588889122, + "lyap1_max": 0.00481125945225358, + "lyap_mean": -0.026061588898301125, + "volume_mean": -0.026061588898301125, + "volume_max": -0.0026098957750946283, + "frac_active": 0.0625 + }, + { + "step": 120, + "loss": 0.5384557843208313, + "floss_loss": 0.0006471872329711914, + "kl_loss": 0.05378086119890213, + "lyap1_mean": -0.019361086189746857, + "lyap1_max": -0.014084168709814548, + "lyap_mean": -0.02498631924390793, + "volume_mean": -0.02498631924390793, + "volume_max": -0.02115437760949135, + "frac_active": 0.0 + }, + { + "step": 121, + "loss": 0.9435727000236511, + "floss_loss": 0.0008071716874837875, + "kl_loss": 0.0942765548825264, + "lyap1_mean": -0.02210748940706253, + "lyap1_max": 0.0009552559931762516, + "lyap_mean": -0.027017848566174507, + "volume_mean": -0.027017848566174507, + "volume_max": -0.017867371439933777, + "frac_active": 0.0625 + }, + { + "step": 122, + "loss": 0.40232717990875244, + "floss_loss": 0.0011911902111023664, + "kl_loss": 0.040113598108291626, + "lyap1_mean": -0.03312430530786514, + "lyap1_max": -0.028562497347593307, + "lyap_mean": -0.03422572836279869, + "volume_mean": -0.03422572836279869, + "volume_max": -0.028909437358379364, + "frac_active": 0.0 + }, + { + "step": 123, + "loss": 0.48608142137527466, + "floss_loss": 0.0008462589466944337, + "kl_loss": 0.048523515462875366, + "lyap1_mean": -0.024747006595134735, + "lyap1_max": -0.013495363295078278, + "lyap_mean": -0.024884041398763657, + "volume_mean": -0.024884041398763657, + "volume_max": -0.006564254406839609, + "frac_active": 0.0625 + }, + { + "step": 124, + "loss": 0.7697076201438904, + "floss_loss": 0.0008991668582893908, + "kl_loss": 0.07688084244728088, + "lyap1_mean": -0.027365490794181824, + "lyap1_max": -0.0221658106893301, + "lyap_mean": -0.029556749388575554, + "volume_mean": -0.029556749388575554, + "volume_max": -0.02690841443836689, + "frac_active": 0.0 + }, + { + "step": 125, + "loss": 0.5652541518211365, + "floss_loss": 0.0007212047930806875, + "kl_loss": 0.056453291326761246, + "lyap1_mean": -0.02433209866285324, + "lyap1_max": -0.016377341002225876, + "lyap_mean": -0.026074310764670372, + "volume_mean": -0.026074310764670372, + "volume_max": -0.02126901224255562, + "frac_active": 0.0 + }, + { + "step": 126, + "loss": 1.164290428161621, + "floss_loss": 0.00042229509563185275, + "kl_loss": 0.11638681590557098, + "lyap1_mean": -0.01586305722594261, + "lyap1_max": 0.004659774247556925, + "lyap_mean": -0.0178682804107666, + "volume_mean": -0.0178682804107666, + "volume_max": -0.0024828212335705757, + "frac_active": 0.125 + }, + { + "step": 127, + "loss": 0.6847630739212036, + "floss_loss": 0.0004760301089845598, + "kl_loss": 0.06842871010303497, + "lyap1_mean": -0.01658589579164982, + "lyap1_max": -0.007063326425850391, + "lyap_mean": -0.02098378725349903, + "volume_mean": -0.02098378725349903, + "volume_max": -0.019608259201049805, + "frac_active": 0.0 + }, + { + "step": 128, + "loss": 1.071157455444336, + "floss_loss": 0.0004479976778384298, + "kl_loss": 0.10707094520330429, + "lyap1_mean": -0.016329117119312286, + "lyap1_max": -0.0032092623878270388, + "lyap_mean": -0.01844077929854393, + "volume_mean": -0.01844077929854393, + "volume_max": -0.006827435456216335, + "frac_active": 0.0 + }, + { + "step": 129, + "loss": 0.7536713480949402, + "floss_loss": 0.00031074535218067467, + "kl_loss": 0.07533606141805649, + "lyap1_mean": -0.013365644961595535, + "lyap1_max": -0.0025652144104242325, + "lyap_mean": -0.014895189553499222, + "volume_mean": -0.014895189553499222, + "volume_max": -0.007384049706161022, + "frac_active": 0.0 + }, + { + "step": 130, + "loss": 0.6820700764656067, + "floss_loss": 0.0005520644481293857, + "kl_loss": 0.0681518018245697, + "lyap1_mean": 0.006755850277841091, + "lyap1_max": 0.04644383490085602, + "lyap_mean": -0.014437161386013031, + "volume_mean": -0.014437161386013031, + "volume_max": 0.0005547553300857544, + "frac_active": 0.125 + }, + { + "step": 131, + "loss": 0.36295801401138306, + "floss_loss": 0.00014837904018349946, + "kl_loss": 0.03628096356987953, + "lyap1_mean": 0.0035036620683968067, + "lyap1_max": 0.020314902067184448, + "lyap_mean": -0.007139761932194233, + "volume_mean": -0.007139761932194233, + "volume_max": -0.0015006072353571653, + "frac_active": 0.1875 + }, + { + "step": 132, + "loss": 0.3805321753025055, + "floss_loss": 0.0002646623470354825, + "kl_loss": 0.03802675008773804, + "lyap1_mean": 0.005697048269212246, + "lyap1_max": 0.04498787596821785, + "lyap_mean": -0.0034254686906933784, + "volume_mean": -0.0034254686906933784, + "volume_max": 0.019585613161325455, + "frac_active": 0.25 + }, + { + "step": 133, + "loss": 0.8800635933876038, + "floss_loss": 0.00024148212105501443, + "kl_loss": 0.08798221498727798, + "lyap1_mean": 0.01716766133904457, + "lyap1_max": 0.04765094071626663, + "lyap_mean": -0.0009711836464703083, + "volume_mean": -0.0009711836464703083, + "volume_max": 0.010086653754115105, + "frac_active": 0.3125 + }, + { + "step": 134, + "loss": 0.5345351099967957, + "floss_loss": 8.789791172603145e-05, + "kl_loss": 0.053444717079401016, + "lyap1_mean": 0.003542693331837654, + "lyap1_max": 0.014572365209460258, + "lyap_mean": -0.005085560493171215, + "volume_mean": -0.005085560493171215, + "volume_max": -0.00037632917519658804, + "frac_active": 0.1875 + }, + { + "step": 135, + "loss": 0.43886181712150574, + "floss_loss": 0.00012729677837342024, + "kl_loss": 0.04387345165014267, + "lyap1_mean": 0.005197330377995968, + "lyap1_max": 0.017747744917869568, + "lyap_mean": -0.004762069787830114, + "volume_mean": -0.004762069787830114, + "volume_max": 0.0009351891931146383, + "frac_active": 0.3125 + }, + { + "step": 136, + "loss": 0.9254607558250427, + "floss_loss": 6.492422107839957e-05, + "kl_loss": 0.09253958612680435, + "lyap1_mean": 0.0041289073415100574, + "lyap1_max": 0.015973035246133804, + "lyap_mean": 0.001701611210592091, + "volume_mean": 0.001701611210592091, + "volume_max": 0.007719089742749929, + "frac_active": 0.5625 + }, + { + "step": 137, + "loss": 1.0121251344680786, + "floss_loss": 4.4608896132558584e-05, + "kl_loss": 0.10120805352926254, + "lyap1_mean": 0.0024300154764205217, + "lyap1_max": 0.010274993255734444, + "lyap_mean": -0.002090319525450468, + "volume_mean": -0.002090319525450468, + "volume_max": 0.00044932332821190357, + "frac_active": 0.375 + }, + { + "step": 138, + "loss": 0.7368667125701904, + "floss_loss": 0.00013281730934977531, + "kl_loss": 0.07367338985204697, + "lyap1_mean": 0.01562579721212387, + "lyap1_max": 0.028548114001750946, + "lyap_mean": 0.004144377540796995, + "volume_mean": 0.004144377540796995, + "volume_max": 0.009434489533305168, + "frac_active": 0.75 + }, + { + "step": 139, + "loss": 0.6670389771461487, + "floss_loss": 0.00022155651822686195, + "kl_loss": 0.06668174266815186, + "lyap1_mean": -0.0068397363647818565, + "lyap1_max": 0.003385084681212902, + "lyap_mean": -0.011272183619439602, + "volume_mean": -0.011272183619439602, + "volume_max": -0.005384800955653191, + "frac_active": 0.125 + }, + { + "step": 140, + "loss": 0.5649939775466919, + "floss_loss": 0.0003837812691926956, + "kl_loss": 0.056461017578840256, + "lyap1_mean": -0.007853602059185505, + "lyap1_max": 0.004816363099962473, + "lyap_mean": -0.014508554711937904, + "volume_mean": -0.014508554711937904, + "volume_max": -0.0022863103076815605, + "frac_active": 0.125 + }, + { + "step": 141, + "loss": 0.33933916687965393, + "floss_loss": 0.00015776982763782144, + "kl_loss": 0.03391813859343529, + "lyap1_mean": -0.0040147919207811356, + "lyap1_max": 0.007990394718945026, + "lyap_mean": -0.010288688354194164, + "volume_mean": -0.010288688354194164, + "volume_max": -0.0038583348505198956, + "frac_active": 0.0625 + }, + { + "step": 142, + "loss": 1.9175171852111816, + "floss_loss": 0.00015828899631742388, + "kl_loss": 0.1917358934879303, + "lyap1_mean": -0.0022741009015589952, + "lyap1_max": 0.0070230052806437016, + "lyap_mean": -0.009749882854521275, + "volume_mean": -0.009749882854521275, + "volume_max": -0.005760794971138239, + "frac_active": 0.1875 + }, + { + "step": 143, + "loss": 0.2803388833999634, + "floss_loss": 0.00022851793619338423, + "kl_loss": 0.028011037036776543, + "lyap1_mean": -0.00042051891796290874, + "lyap1_max": 0.022925542667508125, + "lyap_mean": -0.009698138572275639, + "volume_mean": -0.009698138572275639, + "volume_max": -0.0018796236254274845, + "frac_active": 0.125 + }, + { + "step": 144, + "loss": 1.0912359952926636, + "floss_loss": 0.0003900344599969685, + "kl_loss": 0.1090845912694931, + "lyap1_mean": -0.007324954494833946, + "lyap1_max": 0.021073533222079277, + "lyap_mean": -0.010650457814335823, + "volume_mean": -0.010650457814335823, + "volume_max": 0.012585760094225407, + "frac_active": 0.3125 + }, + { + "step": 145, + "loss": 1.1889941692352295, + "floss_loss": 0.0005136301042512059, + "kl_loss": 0.1188480481505394, + "lyap1_mean": -0.015789519995450974, + "lyap1_max": -0.004852278158068657, + "lyap_mean": -0.02159750647842884, + "volume_mean": -0.02159750647842884, + "volume_max": -0.015858856961131096, + "frac_active": 0.0 + }, + { + "step": 146, + "loss": 0.4806904196739197, + "floss_loss": 0.0002997406118083745, + "kl_loss": 0.048039067536592484, + "lyap1_mean": -0.002393187955021858, + "lyap1_max": 0.00945367943495512, + "lyap_mean": -0.012972080148756504, + "volume_mean": -0.012972080148756504, + "volume_max": -0.007728218100965023, + "frac_active": 0.1875 + }, + { + "step": 147, + "loss": 0.7936227917671204, + "floss_loss": 0.0006892166566103697, + "kl_loss": 0.07929335534572601, + "lyap1_mean": -0.023042630404233932, + "lyap1_max": -0.005059453658759594, + "lyap_mean": -0.02373163215816021, + "volume_mean": -0.02373163215816021, + "volume_max": -0.005939273163676262, + "frac_active": 0.0625 + }, + { + "step": 148, + "loss": 0.9108121991157532, + "floss_loss": 0.00046905624913051724, + "kl_loss": 0.09103431552648544, + "lyap1_mean": -0.016904883086681366, + "lyap1_max": 0.0012944962363690138, + "lyap_mean": -0.01951425150036812, + "volume_mean": -0.01951425150036812, + "volume_max": -0.008554462343454361, + "frac_active": 0.0625 + }, + { + "step": 149, + "loss": 0.8508822321891785, + "floss_loss": 0.0004798368609044701, + "kl_loss": 0.08504024147987366, + "lyap1_mean": -0.014669137075543404, + "lyap1_max": 0.00788182020187378, + "lyap_mean": -0.019997095689177513, + "volume_mean": -0.019997095689177513, + "volume_max": -0.010110986419022083, + "frac_active": 0.0625 + }, + { + "step": 150, + "loss": 0.4473345875740051, + "floss_loss": 0.0006923663313500583, + "kl_loss": 0.04466422274708748, + "lyap1_mean": -0.022321414202451706, + "lyap1_max": -0.016705641523003578, + "lyap_mean": -0.025998635217547417, + "volume_mean": -0.025998635217547417, + "volume_max": -0.022941268980503082, + "frac_active": 0.0 + }, + { + "step": 151, + "loss": 0.33880817890167236, + "floss_loss": 0.000595199060626328, + "kl_loss": 0.03382129594683647, + "lyap1_mean": -0.010438844561576843, + "lyap1_max": -0.0004609079915098846, + "lyap_mean": -0.022645127028226852, + "volume_mean": -0.022645127028226852, + "volume_max": -0.017766229808330536, + "frac_active": 0.0 + }, + { + "step": 152, + "loss": 0.587918758392334, + "floss_loss": 0.0006499967421405017, + "kl_loss": 0.058726876974105835, + "lyap1_mean": -0.015143260359764099, + "lyap1_max": 0.00899270735681057, + "lyap_mean": -0.02303471788764, + "volume_mean": -0.02303471788764, + "volume_max": -0.0153259988874197, + "frac_active": 0.0625 + }, + { + "step": 153, + "loss": 0.7088509202003479, + "floss_loss": 0.000807223841547966, + "kl_loss": 0.07080437242984772, + "lyap1_mean": -0.021993327885866165, + "lyap1_max": -0.004368113353848457, + "lyap_mean": -0.027089495211839676, + "volume_mean": -0.027089495211839676, + "volume_max": -0.01964445970952511, + "frac_active": 0.0 + }, + { + "step": 154, + "loss": 0.27992093563079834, + "floss_loss": 0.0003765925648622215, + "kl_loss": 0.027954434975981712, + "lyap1_mean": -0.01542356051504612, + "lyap1_max": -0.01279935147613287, + "lyap_mean": -0.018313221633434296, + "volume_mean": -0.018313221633434296, + "volume_max": -0.012501629069447517, + "frac_active": 0.0 + }, + { + "step": 155, + "loss": 0.5191826820373535, + "floss_loss": 0.0007873941212892532, + "kl_loss": 0.05183953046798706, + "lyap1_mean": -0.0255502350628376, + "lyap1_max": -0.017659492790699005, + "lyap_mean": -0.02760256826877594, + "volume_mean": -0.02760256826877594, + "volume_max": -0.02418484166264534, + "frac_active": 0.0 + }, + { + "step": 156, + "loss": 0.6687209606170654, + "floss_loss": 0.0007486999966204166, + "kl_loss": 0.06679722666740417, + "lyap1_mean": -0.026543796062469482, + "lyap1_max": -0.024373583495616913, + "lyap_mean": -0.027282554656267166, + "volume_mean": -0.027282554656267166, + "volume_max": -0.026399735361337662, + "frac_active": 0.0 + }, + { + "step": 157, + "loss": 0.6563464999198914, + "floss_loss": 0.0007372575346380472, + "kl_loss": 0.06556092202663422, + "lyap1_mean": -0.023449193686246872, + "lyap1_max": -0.018111633136868477, + "lyap_mean": -0.026857972145080566, + "volume_mean": -0.026857972145080566, + "volume_max": -0.024425622075796127, + "frac_active": 0.0 + }, + { + "step": 158, + "loss": 2.185591459274292, + "floss_loss": 0.0006644816603511572, + "kl_loss": 0.21849270164966583, + "lyap1_mean": -0.026112522929906845, + "lyap1_max": -0.010666808113455772, + "lyap_mean": -0.024911049753427505, + "volume_mean": -0.024911049753427505, + "volume_max": -0.020716018974781036, + "frac_active": 0.0 + }, + { + "step": 159, + "loss": 0.41618940234184265, + "floss_loss": 0.0005727955140173435, + "kl_loss": 0.041561659425497055, + "lyap1_mean": -0.020258521661162376, + "lyap1_max": -0.009901916608214378, + "lyap_mean": -0.02227175608277321, + "volume_mean": -0.02227175608277321, + "volume_max": -0.008397834375500679, + "frac_active": 0.0 + }, + { + "step": 160, + "loss": 0.9019971489906311, + "floss_loss": 0.0003448095521889627, + "kl_loss": 0.09016523510217667, + "lyap1_mean": -0.017419882118701935, + "lyap1_max": -0.013669587671756744, + "lyap_mean": -0.017137164250016212, + "volume_mean": -0.017137164250016212, + "volume_max": -0.008744452148675919, + "frac_active": 0.0625 + }, + { + "step": 161, + "loss": 0.8104014992713928, + "floss_loss": 0.0005077913519926369, + "kl_loss": 0.08098937571048737, + "lyap1_mean": -0.01894434355199337, + "lyap1_max": -0.00027967244386672974, + "lyap_mean": -0.020326469093561172, + "volume_mean": -0.020326469093561172, + "volume_max": -0.004758399445563555, + "frac_active": 0.0 + }, + { + "step": 162, + "loss": 0.3840024471282959, + "floss_loss": 0.0005988263292238116, + "kl_loss": 0.03834036365151405, + "lyap1_mean": -0.01894463039934635, + "lyap1_max": -0.017240114510059357, + "lyap_mean": -0.023449745029211044, + "volume_mean": -0.023449745029211044, + "volume_max": -0.01651502028107643, + "frac_active": 0.0 + }, + { + "step": 163, + "loss": 0.27872809767723083, + "floss_loss": 0.0005437018116936088, + "kl_loss": 0.02781843952834606, + "lyap1_mean": -0.015283813700079918, + "lyap1_max": 0.005652043968439102, + "lyap_mean": -0.0203968808054924, + "volume_mean": -0.0203968808054924, + "volume_max": -0.005679820664227009, + "frac_active": 0.0625 + }, + { + "step": 164, + "loss": 0.3537500500679016, + "floss_loss": 0.0003517870500218123, + "kl_loss": 0.035339824855327606, + "lyap1_mean": -0.006055520381778479, + "lyap1_max": 0.010897683911025524, + "lyap_mean": -0.014740701764822006, + "volume_mean": -0.014740701764822006, + "volume_max": -0.006747634615749121, + "frac_active": 0.125 + }, + { + "step": 165, + "loss": 2.841775894165039, + "floss_loss": 0.0006778223323635757, + "kl_loss": 0.28410980105400085, + "lyap1_mean": -0.021375102922320366, + "lyap1_max": -0.0051819621585309505, + "lyap_mean": -0.024382520467042923, + "volume_mean": -0.024382520467042923, + "volume_max": -0.011660538613796234, + "frac_active": 0.0 + }, + { + "step": 166, + "loss": 0.3813595771789551, + "floss_loss": 0.0006180671043694019, + "kl_loss": 0.038074150681495667, + "lyap1_mean": -0.019534064456820488, + "lyap1_max": -0.008934318087995052, + "lyap_mean": -0.0231236033141613, + "volume_mean": -0.0231236033141613, + "volume_max": -0.017258383333683014, + "frac_active": 0.0 + }, + { + "step": 167, + "loss": 0.34910720586776733, + "floss_loss": 0.0007488114642910659, + "kl_loss": 0.03483583778142929, + "lyap1_mean": -0.0226249061524868, + "lyap1_max": -0.009261436760425568, + "lyap_mean": -0.02653423696756363, + "volume_mean": -0.02653423696756363, + "volume_max": -0.019393036141991615, + "frac_active": 0.0 + }, + { + "step": 168, + "loss": 0.7457318305969238, + "floss_loss": 0.0005670406972058117, + "kl_loss": 0.07451648265123367, + "lyap1_mean": -0.014848526567220688, + "lyap1_max": 0.0005859497468918562, + "lyap_mean": -0.020157955586910248, + "volume_mean": -0.020157955586910248, + "volume_max": -0.006714499089866877, + "frac_active": 0.125 + }, + { + "step": 169, + "loss": 0.8210684061050415, + "floss_loss": 0.00023891004093457013, + "kl_loss": 0.08208294957876205, + "lyap1_mean": -0.012281931936740875, + "lyap1_max": 0.00041588657768443227, + "lyap_mean": -0.013979388400912285, + "volume_mean": -0.013979388400912285, + "volume_max": -0.008627005852758884, + "frac_active": 0.0625 + }, + { + "step": 170, + "loss": 0.3963629901409149, + "floss_loss": 0.0003370645281393081, + "kl_loss": 0.03960259258747101, + "lyap1_mean": -0.015932941809296608, + "lyap1_max": -0.005624609068036079, + "lyap_mean": -0.016060981899499893, + "volume_mean": -0.016060981899499893, + "volume_max": -0.008797413669526577, + "frac_active": 0.0625 + }, + { + "step": 171, + "loss": 0.36689719557762146, + "floss_loss": 0.0005321885109879076, + "kl_loss": 0.03663650155067444, + "lyap1_mean": -0.00729221710935235, + "lyap1_max": 0.03439183160662651, + "lyap_mean": -0.014861728996038437, + "volume_mean": -0.014861728996038437, + "volume_max": 0.01028766855597496, + "frac_active": 0.1875 + }, + { + "step": 172, + "loss": 0.5510153770446777, + "floss_loss": 0.0002500773989595473, + "kl_loss": 0.05507652834057808, + "lyap1_mean": -0.006251214537769556, + "lyap1_max": 0.003681120229884982, + "lyap_mean": -0.01268488634377718, + "volume_mean": -0.01268488634377718, + "volume_max": -0.0030051255598664284, + "frac_active": 0.125 + }, + { + "step": 173, + "loss": 0.32953783869743347, + "floss_loss": 0.0004751498345285654, + "kl_loss": 0.032906271517276764, + "lyap1_mean": -0.01624877378344536, + "lyap1_max": -0.007006638217717409, + "lyap_mean": -0.020354751497507095, + "volume_mean": -0.020354751497507095, + "volume_max": -0.010189171880483627, + "frac_active": 0.0 + }, + { + "step": 174, + "loss": 0.7691666483879089, + "floss_loss": 0.0003349880571477115, + "kl_loss": 0.07688316702842712, + "lyap1_mean": -0.014554964378476143, + "lyap1_max": -0.011284700594842434, + "lyap_mean": -0.017287369817495346, + "volume_mean": -0.017287369817495346, + "volume_max": -0.011471664533019066, + "frac_active": 0.0 + }, + { + "step": 175, + "loss": 0.32864174246788025, + "floss_loss": 0.00038332247640937567, + "kl_loss": 0.03282584249973297, + "lyap1_mean": -0.014469603076577187, + "lyap1_max": -0.003920210991054773, + "lyap_mean": -0.01825859397649765, + "volume_mean": -0.01825859397649765, + "volume_max": -0.008187885396182537, + "frac_active": 0.0 + }, + { + "step": 176, + "loss": 0.6055659651756287, + "floss_loss": 0.0003424065944273025, + "kl_loss": 0.060522351413965225, + "lyap1_mean": -0.013157559558749199, + "lyap1_max": -0.0004412172711454332, + "lyap_mean": -0.01740466058254242, + "volume_mean": -0.01740466058254242, + "volume_max": -0.014108959585428238, + "frac_active": 0.0 + }, + { + "step": 177, + "loss": 0.5683355927467346, + "floss_loss": 0.0002653522533364594, + "kl_loss": 0.0568070225417614, + "lyap1_mean": -0.004184297285974026, + "lyap1_max": 0.007428671699017286, + "lyap_mean": -0.012514210306107998, + "volume_mean": -0.012514210306107998, + "volume_max": -0.004197183530777693, + "frac_active": 0.125 + }, + { + "step": 178, + "loss": 0.42397668957710266, + "floss_loss": 0.00042982609011232853, + "kl_loss": 0.042354684323072433, + "lyap1_mean": -0.018653297796845436, + "lyap1_max": -0.010015619918704033, + "lyap_mean": -0.01946527510881424, + "volume_mean": -0.01946527510881424, + "volume_max": -0.014385528862476349, + "frac_active": 0.0 + }, + { + "step": 179, + "loss": 0.41554906964302063, + "floss_loss": 0.0007837451994419098, + "kl_loss": 0.0414765328168869, + "lyap1_mean": -0.026415443047881126, + "lyap1_max": -0.019148685038089752, + "lyap_mean": -0.02740546315908432, + "volume_mean": -0.02740546315908432, + "volume_max": -0.02150164544582367, + "frac_active": 0.0 + }, + { + "step": 180, + "loss": 0.527564525604248, + "floss_loss": 0.0003470654773991555, + "kl_loss": 0.052721742540597916, + "lyap1_mean": -0.010494625195860863, + "lyap1_max": 0.004021264147013426, + "lyap_mean": -0.015865419059991837, + "volume_mean": -0.015865419059991837, + "volume_max": -0.008520573377609253, + "frac_active": 0.0625 + }, + { + "step": 181, + "loss": 0.45603302121162415, + "floss_loss": 0.0007024211809039116, + "kl_loss": 0.045533061027526855, + "lyap1_mean": -0.01674843393266201, + "lyap1_max": 0.004341989289969206, + "lyap_mean": -0.023245636373758316, + "volume_mean": -0.023245636373758316, + "volume_max": -0.01245587132871151, + "frac_active": 0.0625 + }, + { + "step": 182, + "loss": 0.42526257038116455, + "floss_loss": 0.0002955251547973603, + "kl_loss": 0.0424967035651207, + "lyap1_mean": -0.011342855170369148, + "lyap1_max": 0.004488232545554638, + "lyap_mean": -0.013331420719623566, + "volume_mean": -0.013331420719623566, + "volume_max": 0.0008408944122493267, + "frac_active": 0.125 + }, + { + "step": 183, + "loss": 0.5560704469680786, + "floss_loss": 0.00033871206687763333, + "kl_loss": 0.05557316914200783, + "lyap1_mean": -0.01229871902614832, + "lyap1_max": 0.0007594386697746813, + "lyap_mean": -0.016245562583208084, + "volume_mean": -0.016245562583208084, + "volume_max": -0.005159848369657993, + "frac_active": 0.0625 + }, + { + "step": 184, + "loss": 0.6686874628067017, + "floss_loss": 0.0003226297558285296, + "kl_loss": 0.06683648377656937, + "lyap1_mean": -0.017877640202641487, + "lyap1_max": -0.011536544188857079, + "lyap_mean": -0.016986940056085587, + "volume_mean": -0.016986940056085587, + "volume_max": -0.01532653532922268, + "frac_active": 0.0 + }, + { + "step": 185, + "loss": 0.5673356652259827, + "floss_loss": 0.00048617576248943806, + "kl_loss": 0.0566849485039711, + "lyap1_mean": -0.02376622147858143, + "lyap1_max": -0.020062705501914024, + "lyap_mean": -0.021708741784095764, + "volume_mean": -0.021708741784095764, + "volume_max": -0.018647007644176483, + "frac_active": 0.0 + }, + { + "step": 186, + "loss": 0.4292152225971222, + "floss_loss": 0.00031118851620703936, + "kl_loss": 0.04289040341973305, + "lyap1_mean": -0.017124434933066368, + "lyap1_max": -0.011787899769842625, + "lyap_mean": -0.016307178884744644, + "volume_mean": -0.016307178884744644, + "volume_max": -0.012127840891480446, + "frac_active": 0.0625 + }, + { + "step": 187, + "loss": 0.9453495740890503, + "floss_loss": 0.00022611340682487935, + "kl_loss": 0.09451234340667725, + "lyap1_mean": -0.008398381993174553, + "lyap1_max": 0.0012733450857922435, + "lyap_mean": -0.011952264234423637, + "volume_mean": -0.011952264234423637, + "volume_max": -0.0012591336853802204, + "frac_active": 0.125 + }, + { + "step": 188, + "loss": 0.8520810008049011, + "floss_loss": 0.00045387825230136514, + "kl_loss": 0.08516271412372589, + "lyap1_mean": -0.0035068541765213013, + "lyap1_max": 0.021336084231734276, + "lyap_mean": -0.015933698043227196, + "volume_mean": -0.015933698043227196, + "volume_max": -0.006982534658163786, + "frac_active": 0.0625 + }, + { + "step": 189, + "loss": 0.2524643838405609, + "floss_loss": 0.00023329569376073778, + "kl_loss": 0.025223108008503914, + "lyap1_mean": -0.01166757382452488, + "lyap1_max": -0.006072565447539091, + "lyap_mean": -0.012554855085909367, + "volume_mean": -0.012554855085909367, + "volume_max": -0.0039038192480802536, + "frac_active": 0.0625 + }, + { + "step": 190, + "loss": 0.8352966904640198, + "floss_loss": 0.0007557171629741788, + "kl_loss": 0.08345409482717514, + "lyap1_mean": -0.021634459495544434, + "lyap1_max": -0.008320814929902554, + "lyap_mean": -0.02665710635483265, + "volume_mean": -0.02665710635483265, + "volume_max": -0.021180761978030205, + "frac_active": 0.0 + }, + { + "step": 191, + "loss": 0.37888750433921814, + "floss_loss": 0.00040832103695720434, + "kl_loss": 0.03784791752696037, + "lyap1_mean": -0.01989281177520752, + "lyap1_max": -0.01070843543857336, + "lyap_mean": -0.018572714179754257, + "volume_mean": -0.018572714179754257, + "volume_max": -0.007161685265600681, + "frac_active": 0.0 + }, + { + "step": 192, + "loss": 0.6177254319190979, + "floss_loss": 0.0005886603030376136, + "kl_loss": 0.061713676899671555, + "lyap1_mean": -0.01572207361459732, + "lyap1_max": 0.00715542770922184, + "lyap_mean": -0.022053861990571022, + "volume_mean": -0.022053861990571022, + "volume_max": -0.014471904374659061, + "frac_active": 0.0625 + }, + { + "step": 193, + "loss": 0.5658448934555054, + "floss_loss": 0.00032008340349420905, + "kl_loss": 0.05655248090624809, + "lyap1_mean": -0.00860390905290842, + "lyap1_max": 0.007962142117321491, + "lyap_mean": -0.016346190124750137, + "volume_mean": -0.016346190124750137, + "volume_max": -0.010411999188363552, + "frac_active": 0.0625 + }, + { + "step": 194, + "loss": 0.8366377949714661, + "floss_loss": 0.00015358738892246038, + "kl_loss": 0.08364842087030411, + "lyap1_mean": -0.0009849285706877708, + "lyap1_max": 0.011754323728382587, + "lyap_mean": -0.008939219638705254, + "volume_mean": -0.008939219638705254, + "volume_max": -0.0037155109457671642, + "frac_active": 0.1875 + }, + { + "step": 195, + "loss": 0.5084970593452454, + "floss_loss": 0.0003120516485068947, + "kl_loss": 0.05081850290298462, + "lyap1_mean": -0.00797757226973772, + "lyap1_max": 0.0042958869598805904, + "lyap_mean": -0.014849722385406494, + "volume_mean": -0.014849722385406494, + "volume_max": -0.008498040027916431, + "frac_active": 0.0625 + }, + { + "step": 196, + "loss": 0.4149430990219116, + "floss_loss": 0.00031619088258594275, + "kl_loss": 0.04146268963813782, + "lyap1_mean": -0.011367438361048698, + "lyap1_max": -0.00590104516595602, + "lyap_mean": -0.016071490943431854, + "volume_mean": -0.016071490943431854, + "volume_max": -0.008985667489469051, + "frac_active": 0.0 + }, + { + "step": 197, + "loss": 1.0323013067245483, + "floss_loss": 0.00020745620713569224, + "kl_loss": 0.10320939123630524, + "lyap1_mean": -0.006910121068358421, + "lyap1_max": -0.0020202009472995996, + "lyap_mean": -0.012736824341118336, + "volume_mean": -0.012736824341118336, + "volume_max": -0.006542125251144171, + "frac_active": 0.0 + }, + { + "step": 198, + "loss": 0.5373399257659912, + "floss_loss": 0.00032496917992830276, + "kl_loss": 0.0537014938890934, + "lyap1_mean": 0.015279720537364483, + "lyap1_max": 0.05111674964427948, + "lyap_mean": 0.0008288912940770388, + "volume_mean": 0.0008288912940770388, + "volume_max": 0.015731411054730415, + "frac_active": 0.375 + }, + { + "step": 199, + "loss": 0.410533607006073, + "floss_loss": 0.00021251723228488117, + "kl_loss": 0.041032109409570694, + "lyap1_mean": -0.0031811033841222525, + "lyap1_max": 0.011463379487395287, + "lyap_mean": -0.010675648227334023, + "volume_mean": -0.010675648227334023, + "volume_max": -0.004221007693558931, + "frac_active": 0.125 + }, + { + "step": 200, + "loss": 0.8727344274520874, + "floss_loss": 0.00020767521345987916, + "kl_loss": 0.087252676486969, + "lyap1_mean": 0.0014613077510148287, + "lyap1_max": 0.031427450478076935, + "lyap_mean": -0.00491366907954216, + "volume_mean": -0.00491366907954216, + "volume_max": 0.00969646219164133, + "frac_active": 0.3125 + }, + { + "step": 201, + "loss": 1.1234354972839355, + "floss_loss": 0.0002614677941892296, + "kl_loss": 0.11231740564107895, + "lyap1_mean": 0.0027144872583448887, + "lyap1_max": 0.026142699643969536, + "lyap_mean": -0.006796086672693491, + "volume_mean": -0.006796086672693491, + "volume_max": 0.006543661002069712, + "frac_active": 0.375 + }, + { + "step": 202, + "loss": 0.4147040843963623, + "floss_loss": 0.00017583032604306936, + "kl_loss": 0.04145282506942749, + "lyap1_mean": -0.0001906518591567874, + "lyap1_max": 0.016653213649988174, + "lyap_mean": -0.007893244735896587, + "volume_mean": -0.007893244735896587, + "volume_max": -0.0015756459906697273, + "frac_active": 0.1875 + }, + { + "step": 203, + "loss": 0.42231056094169617, + "floss_loss": 0.00021784129785373807, + "kl_loss": 0.04220927134156227, + "lyap1_mean": -0.01139024831354618, + "lyap1_max": -0.004839026369154453, + "lyap_mean": -0.013160496018826962, + "volume_mean": -0.013160496018826962, + "volume_max": -0.008450835943222046, + "frac_active": 0.0 + }, + { + "step": 204, + "loss": 0.47264939546585083, + "floss_loss": 0.00011358683696016669, + "kl_loss": 0.04725358262658119, + "lyap1_mean": -0.0009192499564960599, + "lyap1_max": 0.007940387353301048, + "lyap_mean": -0.007248686160892248, + "volume_mean": -0.007248686160892248, + "volume_max": -0.0038028513081371784, + "frac_active": 0.125 + }, + { + "step": 205, + "loss": 0.2633659243583679, + "floss_loss": 0.00026885257102549076, + "kl_loss": 0.026309708133339882, + "lyap1_mean": -0.007307774852961302, + "lyap1_max": 0.011378984898328781, + "lyap_mean": -0.01239674910902977, + "volume_mean": -0.01239674910902977, + "volume_max": -3.221002407371998e-05, + "frac_active": 0.125 + }, + { + "step": 206, + "loss": 0.6184861063957214, + "floss_loss": 0.0006279260851442814, + "kl_loss": 0.06178581714630127, + "lyap1_mean": -0.017911307513713837, + "lyap1_max": -0.01172688975930214, + "lyap_mean": -0.02382238581776619, + "volume_mean": -0.02382238581776619, + "volume_max": -0.018433989956974983, + "frac_active": 0.0 + }, + { + "step": 207, + "loss": 0.3239881992340088, + "floss_loss": 0.0004556744243018329, + "kl_loss": 0.03235325217247009, + "lyap1_mean": -0.005278642289340496, + "lyap1_max": 0.015004772692918777, + "lyap_mean": -0.018378816545009613, + "volume_mean": -0.018378816545009613, + "volume_max": -0.009556153789162636, + "frac_active": 0.0625 + }, + { + "step": 208, + "loss": 0.5735421180725098, + "floss_loss": 0.0005865978891961277, + "kl_loss": 0.057295553386211395, + "lyap1_mean": -0.022780366241931915, + "lyap1_max": -0.013934945687651634, + "lyap_mean": -0.023852672427892685, + "volume_mean": -0.023852672427892685, + "volume_max": -0.018887504935264587, + "frac_active": 0.0 + }, + { + "step": 209, + "loss": 0.8083720803260803, + "floss_loss": 0.0005362945958040655, + "kl_loss": 0.08078357577323914, + "lyap1_mean": -0.01933741196990013, + "lyap1_max": -0.008015918545424938, + "lyap_mean": -0.02044125646352768, + "volume_mean": -0.02044125646352768, + "volume_max": -0.010956520214676857, + "frac_active": 0.0 + }, + { + "step": 210, + "loss": 0.737837016582489, + "floss_loss": 0.0009910749504342675, + "kl_loss": 0.07368459552526474, + "lyap1_mean": -0.027029898017644882, + "lyap1_max": -0.021727202460169792, + "lyap_mean": -0.031188923865556717, + "volume_mean": -0.031188923865556717, + "volume_max": -0.02865484543144703, + "frac_active": 0.0 + }, + { + "step": 211, + "loss": 0.624527633190155, + "floss_loss": 0.0006861921865493059, + "kl_loss": 0.06238414719700813, + "lyap1_mean": -0.0254967100918293, + "lyap1_max": -0.016829444095492363, + "lyap_mean": -0.02423972636461258, + "volume_mean": -0.02423972636461258, + "volume_max": -0.012032248079776764, + "frac_active": 0.0625 + }, + { + "step": 212, + "loss": 0.5665832161903381, + "floss_loss": 0.0007358808070421219, + "kl_loss": 0.056584734469652176, + "lyap1_mean": -0.023487381637096405, + "lyap1_max": -0.02069821208715439, + "lyap_mean": -0.0257769376039505, + "volume_mean": -0.0257769376039505, + "volume_max": -0.020886255428195, + "frac_active": 0.0 + }, + { + "step": 213, + "loss": 0.807663083076477, + "floss_loss": 0.0006733164191246033, + "kl_loss": 0.08069898188114166, + "lyap1_mean": -0.021042635664343834, + "lyap1_max": -0.012921370565891266, + "lyap_mean": -0.025459790602326393, + "volume_mean": -0.025459790602326393, + "volume_max": -0.02069452591240406, + "frac_active": 0.0 + }, + { + "step": 214, + "loss": 0.38435426354408264, + "floss_loss": 0.0004054142627865076, + "kl_loss": 0.03839488700032234, + "lyap1_mean": 0.010382188484072685, + "lyap1_max": 0.0356815904378891, + "lyap_mean": -0.00706417765468359, + "volume_mean": -0.00706417765468359, + "volume_max": 0.009431368671357632, + "frac_active": 0.375 + }, + { + "step": 215, + "loss": 0.507698655128479, + "floss_loss": 0.0005473032360896468, + "kl_loss": 0.0507151335477829, + "lyap1_mean": -0.008994926698505878, + "lyap1_max": 0.011077217757701874, + "lyap_mean": -0.016469454392790794, + "volume_mean": -0.016469454392790794, + "volume_max": 0.005282701924443245, + "frac_active": 0.1875 + }, + { + "step": 216, + "loss": 0.7265815734863281, + "floss_loss": 0.00043519417522475123, + "kl_loss": 0.0726146399974823, + "lyap1_mean": -0.0014434931799769402, + "lyap1_max": 0.02065921761095524, + "lyap_mean": -0.010590294376015663, + "volume_mean": -0.010590294376015663, + "volume_max": 6.426125764846802e-08, + "frac_active": 0.3125 + }, + { + "step": 217, + "loss": 0.5558964610099792, + "floss_loss": 0.0003152589197270572, + "kl_loss": 0.05555812269449234, + "lyap1_mean": -0.010479467920958996, + "lyap1_max": 0.0089579988270998, + "lyap_mean": -0.014914073050022125, + "volume_mean": -0.014914073050022125, + "volume_max": -0.006873432546854019, + "frac_active": 0.0625 + }, + { + "step": 218, + "loss": 0.45372268557548523, + "floss_loss": 0.0001528685534140095, + "kl_loss": 0.045356981456279755, + "lyap1_mean": -0.0014541198033839464, + "lyap1_max": 0.006304036360234022, + "lyap_mean": -0.008891956880688667, + "volume_mean": -0.008891956880688667, + "volume_max": -0.004663438536226749, + "frac_active": 0.1875 + }, + { + "step": 219, + "loss": 0.7047814130783081, + "floss_loss": 0.0002146870392607525, + "kl_loss": 0.07045666873455048, + "lyap1_mean": -0.00024356786161661148, + "lyap1_max": 0.014910911209881306, + "lyap_mean": -0.007930811494588852, + "volume_mean": -0.007930811494588852, + "volume_max": 0.0034120744094252586, + "frac_active": 0.1875 + }, + { + "step": 220, + "loss": 0.5183896422386169, + "floss_loss": 0.00014319244655780494, + "kl_loss": 0.051824647933244705, + "lyap1_mean": 0.011737879365682602, + "lyap1_max": 0.03043030947446823, + "lyap_mean": 0.0028168465942144394, + "volume_mean": 0.0028168465942144394, + "volume_max": 0.01447538286447525, + "frac_active": 0.5 + }, + { + "step": 221, + "loss": 0.30077624320983887, + "floss_loss": 0.00022595665359403938, + "kl_loss": 0.030055029317736626, + "lyap1_mean": 0.005646314471960068, + "lyap1_max": 0.032690681517124176, + "lyap_mean": 0.0026256227865815163, + "volume_mean": 0.0026256227865815163, + "volume_max": 0.022206291556358337, + "frac_active": 0.5 + }, + { + "step": 222, + "loss": 4.598633766174316, + "floss_loss": 0.0001647235912969336, + "kl_loss": 0.4598469138145447, + "lyap1_mean": 0.008608940988779068, + "lyap1_max": 0.022882793098688126, + "lyap_mean": 0.0013110623694956303, + "volume_mean": 0.0013110623694956303, + "volume_max": 0.01528577134013176, + "frac_active": 0.4375 + }, + { + "step": 223, + "loss": 0.3789307177066803, + "floss_loss": 0.0001805116917239502, + "kl_loss": 0.03787501901388168, + "lyap1_mean": 0.003127926029264927, + "lyap1_max": 0.022866226732730865, + "lyap_mean": -0.005049550905823708, + "volume_mean": -0.005049550905823708, + "volume_max": 0.011774308979511261, + "frac_active": 0.3125 + }, + { + "step": 224, + "loss": 0.5542330145835876, + "floss_loss": 0.00013233521895017475, + "kl_loss": 0.05541006848216057, + "lyap1_mean": 0.01256510242819786, + "lyap1_max": 0.030092911794781685, + "lyap_mean": 0.0020300820469856262, + "volume_mean": 0.0020300820469856262, + "volume_max": 0.007811452262103558, + "frac_active": 0.5625 + }, + { + "step": 225, + "loss": 0.6251938343048096, + "floss_loss": 0.0003437895211391151, + "kl_loss": 0.06248500198125839, + "lyap1_mean": 0.02225644886493683, + "lyap1_max": 0.055319711565971375, + "lyap_mean": 0.007359285373240709, + "volume_mean": 0.007359285373240709, + "volume_max": 0.026123516261577606, + "frac_active": 0.5625 + }, + { + "step": 226, + "loss": 0.4269891381263733, + "floss_loss": 0.000255105784162879, + "kl_loss": 0.04267340153455734, + "lyap1_mean": -0.0007587966974824667, + "lyap1_max": 0.013351707719266415, + "lyap_mean": -0.008518397808074951, + "volume_mean": -0.008518397808074951, + "volume_max": 0.006028028670698404, + "frac_active": 0.25 + }, + { + "step": 227, + "loss": 0.42032456398010254, + "floss_loss": 0.00015710049774497747, + "kl_loss": 0.04201674833893776, + "lyap1_mean": 0.01164926216006279, + "lyap1_max": 0.022052232176065445, + "lyap_mean": -0.0006499119335785508, + "volume_mean": -0.0006499119335785508, + "volume_max": 0.004217283334583044, + "frac_active": 0.4375 + }, + { + "step": 228, + "loss": 0.4027048945426941, + "floss_loss": 0.0002069507900159806, + "kl_loss": 0.040249794721603394, + "lyap1_mean": -0.008182558231055737, + "lyap1_max": 0.0023201322183012962, + "lyap_mean": -0.010559847578406334, + "volume_mean": -0.010559847578406334, + "volume_max": -0.0040884194895625114, + "frac_active": 0.1875 + }, + { + "step": 229, + "loss": 0.5704668760299683, + "floss_loss": 0.0002802862145472318, + "kl_loss": 0.05701866373419762, + "lyap1_mean": -0.007838426157832146, + "lyap1_max": 0.004234404303133488, + "lyap_mean": -0.013857070356607437, + "volume_mean": -0.013857070356607437, + "volume_max": -0.005965007469058037, + "frac_active": 0.0625 + }, + { + "step": 230, + "loss": 0.37352901697158813, + "floss_loss": 0.0003831502690445632, + "kl_loss": 0.03731458634138107, + "lyap1_mean": -0.015330775640904903, + "lyap1_max": -0.00839723739773035, + "lyap_mean": -0.01857972890138626, + "volume_mean": -0.01857972890138626, + "volume_max": -0.012505301274359226, + "frac_active": 0.0 + }, + { + "step": 231, + "loss": 0.3681299090385437, + "floss_loss": 0.0007787183276377618, + "kl_loss": 0.03673512116074562, + "lyap1_mean": -0.02380434051156044, + "lyap1_max": -0.01410490833222866, + "lyap_mean": -0.027086813002824783, + "volume_mean": -0.027086813002824783, + "volume_max": -0.02004084177315235, + "frac_active": 0.0 + }, + { + "step": 232, + "loss": 0.6190040111541748, + "floss_loss": 0.00036822870606556535, + "kl_loss": 0.061863575130701065, + "lyap1_mean": -0.01130304392427206, + "lyap1_max": 0.0014659600565209985, + "lyap_mean": -0.01660291664302349, + "volume_mean": -0.01660291664302349, + "volume_max": -0.009461496956646442, + "frac_active": 0.125 + }, + { + "step": 233, + "loss": 0.5469374656677246, + "floss_loss": 0.000476911140140146, + "kl_loss": 0.05464605614542961, + "lyap1_mean": -0.013588523492217064, + "lyap1_max": 0.0027979875449091196, + "lyap_mean": -0.01815001666545868, + "volume_mean": -0.01815001666545868, + "volume_max": 9.21962782740593e-06, + "frac_active": 0.125 + }, + { + "step": 234, + "loss": 0.2726699411869049, + "floss_loss": 0.0007310087094083428, + "kl_loss": 0.027193890884518623, + "lyap1_mean": -0.0269919466227293, + "lyap1_max": -0.023385802283883095, + "lyap_mean": -0.026822110638022423, + "volume_mean": -0.026822110638022423, + "volume_max": -0.02314959652721882, + "frac_active": 0.0 + }, + { + "step": 235, + "loss": 0.5204905867576599, + "floss_loss": 0.0002963519364129752, + "kl_loss": 0.052019424736499786, + "lyap1_mean": -0.008681226521730423, + "lyap1_max": 0.0077421702444553375, + "lyap_mean": -0.014763345941901207, + "volume_mean": -0.014763345941901207, + "volume_max": -0.0082384729757905, + "frac_active": 0.0625 + }, + { + "step": 236, + "loss": 0.595925509929657, + "floss_loss": 0.00040217547211796045, + "kl_loss": 0.05955233424901962, + "lyap1_mean": -0.01865197718143463, + "lyap1_max": -0.01479513943195343, + "lyap_mean": -0.016961809247732162, + "volume_mean": -0.016961809247732162, + "volume_max": -0.009946309030056, + "frac_active": 0.0625 + }, + { + "step": 237, + "loss": 0.2421724498271942, + "floss_loss": 0.00044197426177561283, + "kl_loss": 0.02417304739356041, + "lyap1_mean": -0.013717612251639366, + "lyap1_max": -0.0050289868377149105, + "lyap_mean": -0.019365739077329636, + "volume_mean": -0.019365739077329636, + "volume_max": -0.009345237165689468, + "frac_active": 0.0 + }, + { + "step": 238, + "loss": 0.5987616777420044, + "floss_loss": 0.00031196424970403314, + "kl_loss": 0.059844970703125, + "lyap1_mean": -0.00860711932182312, + "lyap1_max": 0.0017424431862309575, + "lyap_mean": -0.015275934711098671, + "volume_mean": -0.015275934711098671, + "volume_max": -0.009654637426137924, + "frac_active": 0.0625 + }, + { + "step": 239, + "loss": 0.2926461100578308, + "floss_loss": 0.0001349819649476558, + "kl_loss": 0.029251113533973694, + "lyap1_mean": -0.0024733515456318855, + "lyap1_max": 0.023563703522086143, + "lyap_mean": -0.005221829749643803, + "volume_mean": -0.005221829749643803, + "volume_max": 0.008475083857774734, + "frac_active": 0.3125 + }, + { + "step": 240, + "loss": 0.4961407780647278, + "floss_loss": 0.00011032887414330617, + "kl_loss": 0.049603044986724854, + "lyap1_mean": 0.0031090781558305025, + "lyap1_max": 0.008141855709254742, + "lyap_mean": -0.005602612625807524, + "volume_mean": -0.005602612625807524, + "volume_max": 0.003934412728995085, + "frac_active": 0.375 + }, + { + "step": 241, + "loss": 0.5299934148788452, + "floss_loss": 0.0004357039579190314, + "kl_loss": 0.05295576900243759, + "lyap1_mean": -0.007394263055175543, + "lyap1_max": 0.014389310963451862, + "lyap_mean": -0.013008764013648033, + "volume_mean": -0.013008764013648033, + "volume_max": 0.004138394258916378, + "frac_active": 0.3125 + }, + { + "step": 242, + "loss": 0.3789125382900238, + "floss_loss": 0.00013236558879725635, + "kl_loss": 0.037878017872571945, + "lyap1_mean": -0.007563078310340643, + "lyap1_max": -0.004685473628342152, + "lyap_mean": -0.008941857144236565, + "volume_mean": -0.008941857144236565, + "volume_max": -0.0016241016564890742, + "frac_active": 0.125 + }, + { + "step": 243, + "loss": 0.3251449167728424, + "floss_loss": 0.00011523704597493634, + "kl_loss": 0.03250296786427498, + "lyap1_mean": 0.004415631294250488, + "lyap1_max": 0.015473960898816586, + "lyap_mean": -0.0019114603055641055, + "volume_mean": -0.0019114603055641055, + "volume_max": 0.009527302347123623, + "frac_active": 0.5 + }, + { + "step": 244, + "loss": 0.47299233078956604, + "floss_loss": 0.00010250665218336508, + "kl_loss": 0.04728898033499718, + "lyap1_mean": -0.0011282041668891907, + "lyap1_max": 0.006546097341924906, + "lyap_mean": -0.006512971129268408, + "volume_mean": -0.006512971129268408, + "volume_max": -8.671311661601067e-05, + "frac_active": 0.25 + }, + { + "step": 245, + "loss": 0.5294609665870667, + "floss_loss": 0.00017738118185661733, + "kl_loss": 0.05292835831642151, + "lyap1_mean": 0.012034106999635696, + "lyap1_max": 0.03108815662562847, + "lyap_mean": 0.004033798351883888, + "volume_mean": 0.004033798351883888, + "volume_max": 0.01934845559298992, + "frac_active": 0.5625 + }, + { + "step": 246, + "loss": 0.3350800573825836, + "floss_loss": 7.600912067573518e-05, + "kl_loss": 0.03350040689110756, + "lyap1_mean": 0.0084209144115448, + "lyap1_max": 0.023029277101159096, + "lyap_mean": 0.000920889200642705, + "volume_mean": 0.000920889200642705, + "volume_max": 0.009001696482300758, + "frac_active": 0.5 + }, + { + "step": 247, + "loss": 0.31853625178337097, + "floss_loss": 8.848001016303897e-05, + "kl_loss": 0.03184477612376213, + "lyap1_mean": 0.0010132926981896162, + "lyap1_max": 0.01332905888557434, + "lyap_mean": -0.0009185983217321336, + "volume_mean": -0.0009185983217321336, + "volume_max": 0.010037536732852459, + "frac_active": 0.5625 + }, + { + "step": 248, + "loss": 0.5210399031639099, + "floss_loss": 0.00011428612924646586, + "kl_loss": 0.05209256336092949, + "lyap1_mean": -0.006165837869048119, + "lyap1_max": -0.0011139626149088144, + "lyap_mean": -0.009252365678548813, + "volume_mean": -0.009252365678548813, + "volume_max": -0.005862954538315535, + "frac_active": 0.0 + }, + { + "step": 249, + "loss": 0.3758316934108734, + "floss_loss": 0.00015429632912855595, + "kl_loss": 0.03756774216890335, + "lyap1_mean": 0.016170762479305267, + "lyap1_max": 0.03486226499080658, + "lyap_mean": 0.0013244609581306577, + "volume_mean": 0.0013244609581306577, + "volume_max": 0.007410106714814901, + "frac_active": 0.4375 + }, + { + "step": 250, + "loss": 0.19221948087215424, + "floss_loss": 0.00021337068756110966, + "kl_loss": 0.019200611859560013, + "lyap1_mean": -0.007889511995017529, + "lyap1_max": 0.0045081027783453465, + "lyap_mean": -0.013306157663464546, + "volume_mean": -0.013306157663464546, + "volume_max": -0.008105725049972534, + "frac_active": 0.0625 + }, + { + "step": 251, + "loss": 0.3897864818572998, + "floss_loss": 0.00018207862740382552, + "kl_loss": 0.03896043822169304, + "lyap1_mean": -0.0034990436397492886, + "lyap1_max": 0.023212408646941185, + "lyap_mean": -0.005018895026296377, + "volume_mean": -0.005018895026296377, + "volume_max": 0.01309230551123619, + "frac_active": 0.25 + }, + { + "step": 252, + "loss": 0.3532037138938904, + "floss_loss": 0.00039252161514014006, + "kl_loss": 0.035281118005514145, + "lyap1_mean": -0.012861092574894428, + "lyap1_max": 0.0053575229831039906, + "lyap_mean": -0.01672333851456642, + "volume_mean": -0.01672333851456642, + "volume_max": -0.007356178481131792, + "frac_active": 0.0625 + }, + { + "step": 253, + "loss": 0.2376842349767685, + "floss_loss": 0.00011479474778752774, + "kl_loss": 0.02375694364309311, + "lyap1_mean": -0.009051081724464893, + "lyap1_max": -0.00422380305826664, + "lyap_mean": -0.00915120355784893, + "volume_mean": -0.00915120355784893, + "volume_max": -0.005225153174251318, + "frac_active": 0.0625 + }, + { + "step": 254, + "loss": 0.6471133828163147, + "floss_loss": 0.00035378706525079906, + "kl_loss": 0.0646759569644928, + "lyap1_mean": -0.014996053650975227, + "lyap1_max": -0.006221454124897718, + "lyap_mean": -0.016209634020924568, + "volume_mean": -0.016209634020924568, + "volume_max": -0.0071795061230659485, + "frac_active": 0.0625 + }, + { + "step": 255, + "loss": 0.4084070026874542, + "floss_loss": 0.00021967118664178997, + "kl_loss": 0.04081873223185539, + "lyap1_mean": -0.010393470525741577, + "lyap1_max": -0.004822279326617718, + "lyap_mean": -0.012452512048184872, + "volume_mean": -0.012452512048184872, + "volume_max": -0.006185478996485472, + "frac_active": 0.0625 + }, + { + "step": 256, + "loss": 0.6689307689666748, + "floss_loss": 0.00014049300807528198, + "kl_loss": 0.0668790265917778, + "lyap1_mean": -4.6596163883805275e-05, + "lyap1_max": 0.014863737858831882, + "lyap_mean": -0.005771557800471783, + "volume_mean": -0.005771557800471783, + "volume_max": 0.0015480425208806992, + "frac_active": 0.25 + }, + { + "step": 257, + "loss": 0.41673028469085693, + "floss_loss": 0.00032494758488610387, + "kl_loss": 0.04164053499698639, + "lyap1_mean": -0.01567024365067482, + "lyap1_max": -0.008697500452399254, + "lyap_mean": -0.016884785145521164, + "volume_mean": -0.016884785145521164, + "volume_max": -0.008650460280478, + "frac_active": 0.0 + }, + { + "step": 258, + "loss": 0.36963748931884766, + "floss_loss": 0.00022027084196452051, + "kl_loss": 0.03694172203540802, + "lyap1_mean": -0.0032949955202639103, + "lyap1_max": 0.014947056770324707, + "lyap_mean": -0.009429455734789371, + "volume_mean": -0.009429455734789371, + "volume_max": 0.004661667160689831, + "frac_active": 0.1875 + }, + { + "step": 259, + "loss": 0.4915042221546173, + "floss_loss": 0.0005520302802324295, + "kl_loss": 0.04909522086381912, + "lyap1_mean": -0.018520114943385124, + "lyap1_max": 0.0037260300014168024, + "lyap_mean": -0.0212794691324234, + "volume_mean": -0.0212794691324234, + "volume_max": -0.00823269598186016, + "frac_active": 0.0625 + }, + { + "step": 260, + "loss": 0.39007478952407837, + "floss_loss": 0.00034359056735411286, + "kl_loss": 0.038973119109869, + "lyap1_mean": -0.0067610666155815125, + "lyap1_max": 0.011658670380711555, + "lyap_mean": -0.012043356895446777, + "volume_mean": -0.012043356895446777, + "volume_max": 0.008742539212107658, + "frac_active": 0.25 + }, + { + "step": 261, + "loss": 0.5641282200813293, + "floss_loss": 0.00033228856045752764, + "kl_loss": 0.056379590183496475, + "lyap1_mean": -0.00023639015853405, + "lyap1_max": 0.019831830635666847, + "lyap_mean": -0.011504337191581726, + "volume_mean": -0.011504337191581726, + "volume_max": 0.0033136846031993628, + "frac_active": 0.1875 + }, + { + "step": 262, + "loss": 0.36187979578971863, + "floss_loss": 0.0004976007621735334, + "kl_loss": 0.03613821789622307, + "lyap1_mean": -0.02134612947702408, + "lyap1_max": -0.007815631106495857, + "lyap_mean": -0.020689189434051514, + "volume_mean": -0.020689189434051514, + "volume_max": -0.009645439684391022, + "frac_active": 0.0 + }, + { + "step": 263, + "loss": 0.5055248141288757, + "floss_loss": 0.00041812064591795206, + "kl_loss": 0.050510670989751816, + "lyap1_mean": -0.01702246256172657, + "lyap1_max": -0.0017593979137018323, + "lyap_mean": -0.017622793093323708, + "volume_mean": -0.017622793093323708, + "volume_max": -0.0012652433943003416, + "frac_active": 0.0 + }, + { + "step": 264, + "loss": 0.7827129364013672, + "floss_loss": 0.000824332470074296, + "kl_loss": 0.07818885892629623, + "lyap1_mean": 0.0024625565856695175, + "lyap1_max": 0.07417381554841995, + "lyap_mean": -0.013565896078944206, + "volume_mean": -0.013565896078944206, + "volume_max": 0.011605769395828247, + "frac_active": 0.125 + }, + { + "step": 265, + "loss": 0.49627137184143066, + "floss_loss": 0.00041520490776747465, + "kl_loss": 0.04958561807870865, + "lyap1_mean": -0.016376111656427383, + "lyap1_max": -0.009148616343736649, + "lyap_mean": -0.019019270315766335, + "volume_mean": -0.019019270315766335, + "volume_max": -0.011362096294760704, + "frac_active": 0.0 + }, + { + "step": 266, + "loss": 0.36561739444732666, + "floss_loss": 0.0003882189921569079, + "kl_loss": 0.036522917449474335, + "lyap1_mean": -0.016122736036777496, + "lyap1_max": -0.011049746535718441, + "lyap_mean": -0.018599139526486397, + "volume_mean": -0.018599139526486397, + "volume_max": -0.01358184963464737, + "frac_active": 0.0 + }, + { + "step": 267, + "loss": 0.3139656186103821, + "floss_loss": 0.0003427152114454657, + "kl_loss": 0.03136228770017624, + "lyap1_mean": -0.01156870648264885, + "lyap1_max": 0.00438619963824749, + "lyap_mean": -0.013055926188826561, + "volume_mean": -0.013055926188826561, + "volume_max": 0.008129803463816643, + "frac_active": 0.25 + }, + { + "step": 268, + "loss": 0.7473220229148865, + "floss_loss": 0.0002165986516047269, + "kl_loss": 0.07471054047346115, + "lyap1_mean": -0.007156261242926121, + "lyap1_max": 0.011524362489581108, + "lyap_mean": -0.011507933028042316, + "volume_mean": -0.011507933028042316, + "volume_max": -0.0025643613189458847, + "frac_active": 0.125 + }, + { + "step": 269, + "loss": 0.32864639163017273, + "floss_loss": 0.0004938422353006899, + "kl_loss": 0.03281525522470474, + "lyap1_mean": -0.01917404867708683, + "lyap1_max": -0.010575031861662865, + "lyap_mean": -0.020399369299411774, + "volume_mean": -0.020399369299411774, + "volume_max": -0.010907965712249279, + "frac_active": 0.0 + }, + { + "step": 270, + "loss": 0.5713704824447632, + "floss_loss": 0.00040895678102970123, + "kl_loss": 0.05709615349769592, + "lyap1_mean": -0.015003938227891922, + "lyap1_max": -0.0005199112929403782, + "lyap_mean": -0.015309205278754234, + "volume_mean": -0.015309205278754234, + "volume_max": 0.003544424194842577, + "frac_active": 0.1875 + }, + { + "step": 271, + "loss": 0.36189794540405273, + "floss_loss": 0.0005847273860126734, + "kl_loss": 0.036131322383880615, + "lyap1_mean": -0.021238990128040314, + "lyap1_max": -0.011333762668073177, + "lyap_mean": -0.023209623992443085, + "volume_mean": -0.023209623992443085, + "volume_max": -0.014556447975337505, + "frac_active": 0.0 + }, + { + "step": 272, + "loss": 0.45135030150413513, + "floss_loss": 0.0008585879113525152, + "kl_loss": 0.04504917189478874, + "lyap1_mean": -0.026725701987743378, + "lyap1_max": -0.013242281973361969, + "lyap_mean": -0.02708587422966957, + "volume_mean": -0.02708587422966957, + "volume_max": -0.015788201242685318, + "frac_active": 0.0 + }, + { + "step": 273, + "loss": 0.5105461478233337, + "floss_loss": 0.000307274516671896, + "kl_loss": 0.05102388560771942, + "lyap1_mean": -0.014235548675060272, + "lyap1_max": -0.005262248683720827, + "lyap_mean": -0.014324760995805264, + "volume_mean": -0.014324760995805264, + "volume_max": -0.0012926575727760792, + "frac_active": 0.125 + }, + { + "step": 274, + "loss": 0.4346091151237488, + "floss_loss": 0.0004840312176384032, + "kl_loss": 0.04341251030564308, + "lyap1_mean": -0.018242698162794113, + "lyap1_max": -0.00830690935254097, + "lyap_mean": -0.020826805382966995, + "volume_mean": -0.020826805382966995, + "volume_max": -0.014510279521346092, + "frac_active": 0.0 + }, + { + "step": 275, + "loss": 0.4086521565914154, + "floss_loss": 0.0002393243194092065, + "kl_loss": 0.04084128513932228, + "lyap1_mean": -0.007751042954623699, + "lyap1_max": 0.007404526229947805, + "lyap_mean": -0.009529320523142815, + "volume_mean": -0.009529320523142815, + "volume_max": 0.0020729857496917248, + "frac_active": 0.25 + }, + { + "step": 276, + "loss": 0.34771400690078735, + "floss_loss": 0.0003497766447253525, + "kl_loss": 0.03473642095923424, + "lyap1_mean": -0.012627052143216133, + "lyap1_max": -0.00020959539688192308, + "lyap_mean": -0.0171462781727314, + "volume_mean": -0.0171462781727314, + "volume_max": -0.009515372104942799, + "frac_active": 0.0 + }, + { + "step": 277, + "loss": 0.9761059284210205, + "floss_loss": 0.0004145014099776745, + "kl_loss": 0.09756914526224136, + "lyap1_mean": -0.009872772730886936, + "lyap1_max": -0.004342667758464813, + "lyap_mean": -0.01846635527908802, + "volume_mean": -0.01846635527908802, + "volume_max": -0.010583322495222092, + "frac_active": 0.0 + }, + { + "step": 278, + "loss": 0.502484917640686, + "floss_loss": 0.00041886564576998353, + "kl_loss": 0.050206609070301056, + "lyap1_mean": -0.015264193527400494, + "lyap1_max": -0.007479520980268717, + "lyap_mean": -0.018390359356999397, + "volume_mean": -0.018390359356999397, + "volume_max": -0.008161039091646671, + "frac_active": 0.0 + }, + { + "step": 279, + "loss": 0.35585176944732666, + "floss_loss": 0.0003765857545658946, + "kl_loss": 0.035547517240047455, + "lyap1_mean": -0.014993610791862011, + "lyap1_max": -0.0007406965596601367, + "lyap_mean": -0.014670150354504585, + "volume_mean": -0.014670150354504585, + "volume_max": 0.0008680474129505455, + "frac_active": 0.125 + }, + { + "step": 280, + "loss": 0.5711795687675476, + "floss_loss": 0.00010405847569927573, + "kl_loss": 0.05710754916071892, + "lyap1_mean": 0.0012802209239453077, + "lyap1_max": 0.005013709422200918, + "lyap_mean": -0.004793879110366106, + "volume_mean": -0.004793879110366106, + "volume_max": 0.0068747177720069885, + "frac_active": 0.3125 + }, + { + "step": 281, + "loss": 0.44822749495506287, + "floss_loss": 0.00011613487731665373, + "kl_loss": 0.04481113702058792, + "lyap1_mean": -0.0013920185156166553, + "lyap1_max": 0.004608591552823782, + "lyap_mean": -0.007619459647685289, + "volume_mean": -0.007619459647685289, + "volume_max": -0.0012321751564741135, + "frac_active": 0.25 + }, + { + "step": 282, + "loss": 0.1505407691001892, + "floss_loss": 9.30473324842751e-05, + "kl_loss": 0.015044772066175938, + "lyap1_mean": 0.0053182137198746204, + "lyap1_max": 0.016983266919851303, + "lyap_mean": -0.003945795353502035, + "volume_mean": -0.003945795353502035, + "volume_max": 0.0042882743291556835, + "frac_active": 0.3125 + }, + { + "step": 283, + "loss": 0.272164911031723, + "floss_loss": 7.980885857250541e-05, + "kl_loss": 0.027208510786294937, + "lyap1_mean": -0.0044724117033183575, + "lyap1_max": 0.013096895068883896, + "lyap_mean": -0.0033190189860761166, + "volume_mean": -0.0033190189860761166, + "volume_max": 0.006106628570705652, + "frac_active": 0.375 + }, + { + "step": 284, + "loss": 0.5126081705093384, + "floss_loss": 0.0004476271278690547, + "kl_loss": 0.05121605098247528, + "lyap1_mean": -0.008523129858076572, + "lyap1_max": 0.010360808111727238, + "lyap_mean": -0.01308014988899231, + "volume_mean": -0.01308014988899231, + "volume_max": 0.006444574799388647, + "frac_active": 0.1875 + }, + { + "step": 285, + "loss": 1.7446647882461548, + "floss_loss": 0.00018535336130298674, + "kl_loss": 0.1744479387998581, + "lyap1_mean": -0.0016201343387365341, + "lyap1_max": 0.01689258962869644, + "lyap_mean": -0.01002252846956253, + "volume_mean": -0.01002252846956253, + "volume_max": -0.00427880696952343, + "frac_active": 0.0625 + }, + { + "step": 286, + "loss": 0.5524482131004333, + "floss_loss": 7.657971582375467e-05, + "kl_loss": 0.05523716285824776, + "lyap1_mean": -0.0027656294405460358, + "lyap1_max": 0.00601432379335165, + "lyap_mean": -0.00401991605758667, + "volume_mean": -0.00401991605758667, + "volume_max": 0.005107557401061058, + "frac_active": 0.3125 + }, + { + "step": 287, + "loss": 0.4465659558773041, + "floss_loss": 0.00011319819168420509, + "kl_loss": 0.0446452759206295, + "lyap1_mean": -0.004532204940915108, + "lyap1_max": 0.0017557378159835935, + "lyap_mean": -0.008103916421532631, + "volume_mean": -0.008103916421532631, + "volume_max": -0.0020942180417478085, + "frac_active": 0.0625 + }, + { + "step": 288, + "loss": 0.6633797287940979, + "floss_loss": 6.087376095820218e-05, + "kl_loss": 0.0663318857550621, + "lyap1_mean": -0.0017979149706661701, + "lyap1_max": 0.007744830567389727, + "lyap_mean": -0.0021338523365557194, + "volume_mean": -0.0021338523365557194, + "volume_max": 0.008084343746304512, + "frac_active": 0.375 + }, + { + "step": 289, + "loss": 0.7316008806228638, + "floss_loss": 0.00016679015243425965, + "kl_loss": 0.07314340770244598, + "lyap1_mean": 0.0012471526861190796, + "lyap1_max": 0.014254032634198666, + "lyap_mean": -0.005484194494783878, + "volume_mean": -0.005484194494783878, + "volume_max": 0.003156745107844472, + "frac_active": 0.3125 + }, + { + "step": 290, + "loss": 0.42803168296813965, + "floss_loss": 0.00015017000259831548, + "kl_loss": 0.042788151651620865, + "lyap1_mean": -0.0048972624354064465, + "lyap1_max": 0.010133213363587856, + "lyap_mean": -0.007794644683599472, + "volume_mean": -0.007794644683599472, + "volume_max": 0.0011439104564487934, + "frac_active": 0.25 + }, + { + "step": 291, + "loss": 0.5228142142295837, + "floss_loss": 0.0001407324889441952, + "kl_loss": 0.052267346531152725, + "lyap1_mean": -0.0025080495979636908, + "lyap1_max": 0.017120156437158585, + "lyap_mean": -0.006682178936898708, + "volume_mean": -0.006682178936898708, + "volume_max": 0.006363367196172476, + "frac_active": 0.1875 + }, + { + "step": 292, + "loss": 1.7381398677825928, + "floss_loss": 0.0003677014319691807, + "kl_loss": 0.17377720773220062, + "lyap1_mean": -0.007509087212383747, + "lyap1_max": 0.020836343988776207, + "lyap_mean": -0.012073458172380924, + "volume_mean": -0.012073458172380924, + "volume_max": 0.007264645770192146, + "frac_active": 0.1875 + }, + { + "step": 293, + "loss": 0.3936561346054077, + "floss_loss": 0.0005752578726969659, + "kl_loss": 0.0393080897629261, + "lyap1_mean": -0.022321362048387527, + "lyap1_max": -0.015501904301345348, + "lyap_mean": -0.02271544560790062, + "volume_mean": -0.02271544560790062, + "volume_max": -0.015957124531269073, + "frac_active": 0.0625 + }, + { + "step": 294, + "loss": 0.3131170868873596, + "floss_loss": 0.0005905969301238656, + "kl_loss": 0.031252648681402206, + "lyap1_mean": -0.020867642015218735, + "lyap1_max": -0.015912942588329315, + "lyap_mean": -0.02390526980161667, + "volume_mean": -0.02390526980161667, + "volume_max": -0.020562736317515373, + "frac_active": 0.0 + }, + { + "step": 295, + "loss": 0.38598519563674927, + "floss_loss": 0.0003589040134102106, + "kl_loss": 0.038562629371881485, + "lyap1_mean": -0.008946014568209648, + "lyap1_max": 0.0023537748493254185, + "lyap_mean": -0.017283152788877487, + "volume_mean": -0.017283152788877487, + "volume_max": -0.013875291682779789, + "frac_active": 0.0625 + }, + { + "step": 296, + "loss": 0.5605280995368958, + "floss_loss": 0.0004630527109839022, + "kl_loss": 0.056006502360105515, + "lyap1_mean": -0.014420544728636742, + "lyap1_max": 0.006299963220953941, + "lyap_mean": -0.01765810139477253, + "volume_mean": -0.01765810139477253, + "volume_max": -0.0011171936057507992, + "frac_active": 0.0625 + }, + { + "step": 297, + "loss": 0.5916703343391418, + "floss_loss": 0.0005801584338769317, + "kl_loss": 0.05910901725292206, + "lyap1_mean": -0.02311447635293007, + "lyap1_max": -0.013843505643308163, + "lyap_mean": -0.022764377295970917, + "volume_mean": -0.022764377295970917, + "volume_max": -0.011303947307169437, + "frac_active": 0.0625 + }, + { + "step": 298, + "loss": 0.3993956446647644, + "floss_loss": 0.0003775967052206397, + "kl_loss": 0.03990180417895317, + "lyap1_mean": -0.013938555493950844, + "lyap1_max": -0.008456823416054249, + "lyap_mean": -0.016451001167297363, + "volume_mean": -0.016451001167297363, + "volume_max": -0.007100462447851896, + "frac_active": 0.0625 + }, + { + "step": 299, + "loss": 0.48312315344810486, + "floss_loss": 0.00029349687974900007, + "kl_loss": 0.048282966017723083, + "lyap1_mean": -0.0125818382948637, + "lyap1_max": -0.006136734504252672, + "lyap_mean": -0.01639089360833168, + "volume_mean": -0.01639089360833168, + "volume_max": -0.012956425547599792, + "frac_active": 0.0 + }, + { + "step": 300, + "loss": 0.5229504108428955, + "floss_loss": 0.00039740646025165915, + "kl_loss": 0.0522553026676178, + "lyap1_mean": -0.014153690077364445, + "lyap1_max": -0.008587395772337914, + "lyap_mean": -0.01904495432972908, + "volume_mean": -0.01904495432972908, + "volume_max": -0.015051068738102913, + "frac_active": 0.0 + }, + { + "step": 301, + "loss": 0.2959088981151581, + "floss_loss": 0.0002720084157772362, + "kl_loss": 0.02956368960440159, + "lyap1_mean": -0.010174287483096123, + "lyap1_max": -0.004856438841670752, + "lyap_mean": -0.014691703952848911, + "volume_mean": -0.014691703952848911, + "volume_max": -0.0058443802408874035, + "frac_active": 0.0625 + }, + { + "step": 302, + "loss": 0.6035503149032593, + "floss_loss": 0.0002689779212232679, + "kl_loss": 0.060328129678964615, + "lyap1_mean": -0.012865986675024033, + "lyap1_max": 0.0023820986971259117, + "lyap_mean": -0.012863213196396828, + "volume_mean": -0.012863213196396828, + "volume_max": -0.00026855990290641785, + "frac_active": 0.1875 + }, + { + "step": 303, + "loss": 0.4312373399734497, + "floss_loss": 0.00016582188254687935, + "kl_loss": 0.04310715198516846, + "lyap1_mean": -0.0027575402054935694, + "lyap1_max": 0.0012577692978084087, + "lyap_mean": -0.010372649878263474, + "volume_mean": -0.010372649878263474, + "volume_max": -0.0071425652131438255, + "frac_active": 0.125 + }, + { + "step": 304, + "loss": 0.49033626914024353, + "floss_loss": 0.00011570868809940293, + "kl_loss": 0.04902205616235733, + "lyap1_mean": -0.0003655324690043926, + "lyap1_max": 0.01393661368638277, + "lyap_mean": -0.006790123879909515, + "volume_mean": -0.006790123879909515, + "volume_max": -0.002720059361308813, + "frac_active": 0.125 + }, + { + "step": 305, + "loss": 0.45371443033218384, + "floss_loss": 0.00017180069698952138, + "kl_loss": 0.04535426199436188, + "lyap1_mean": -0.01045939326286316, + "lyap1_max": -0.0002519334084354341, + "lyap_mean": -0.010550113394856453, + "volume_mean": -0.010550113394856453, + "volume_max": -0.004900405183434486, + "frac_active": 0.125 + }, + { + "step": 306, + "loss": 0.3055846393108368, + "floss_loss": 5.722791684092954e-05, + "kl_loss": 0.030552741140127182, + "lyap1_mean": -0.0012788381427526474, + "lyap1_max": 0.004031535238027573, + "lyap_mean": -0.004242702387273312, + "volume_mean": -0.004242702387273312, + "volume_max": -2.8032343834638596e-05, + "frac_active": 0.25 + }, + { + "step": 307, + "loss": 0.2990646958351135, + "floss_loss": 9.230861905962229e-05, + "kl_loss": 0.029897239059209824, + "lyap1_mean": -0.002349275629967451, + "lyap1_max": 0.006679808255285025, + "lyap_mean": -0.007854584604501724, + "volume_mean": -0.007854584604501724, + "volume_max": -0.005742591805756092, + "frac_active": 0.0625 + }, + { + "step": 308, + "loss": 0.31748414039611816, + "floss_loss": 0.0004451357526704669, + "kl_loss": 0.031703900545835495, + "lyap1_mean": -0.015878966078162193, + "lyap1_max": -0.0007180860266089439, + "lyap_mean": -0.017223630100488663, + "volume_mean": -0.017223630100488663, + "volume_max": -0.004267914220690727, + "frac_active": 0.0 + }, + { + "step": 309, + "loss": 0.43578585982322693, + "floss_loss": 0.00010585266863927245, + "kl_loss": 0.043568000197410583, + "lyap1_mean": 0.004888865165412426, + "lyap1_max": 0.02315388061106205, + "lyap_mean": -0.001348278601653874, + "volume_mean": -0.001348278601653874, + "volume_max": 0.010677482932806015, + "frac_active": 0.4375 + }, + { + "step": 310, + "loss": 0.27714425325393677, + "floss_loss": 6.353190110530704e-05, + "kl_loss": 0.02770807221531868, + "lyap1_mean": -0.0029503651894629, + "lyap1_max": 0.0017075072973966599, + "lyap_mean": -0.006423529703170061, + "volume_mean": -0.006423529703170061, + "volume_max": -0.0038572053890675306, + "frac_active": 0.0625 + }, + { + "step": 311, + "loss": 0.34745603799819946, + "floss_loss": 6.224923708941787e-05, + "kl_loss": 0.034739378839731216, + "lyap1_mean": 0.0001928380224853754, + "lyap1_max": 0.007817295379936695, + "lyap_mean": -0.004804263357073069, + "volume_mean": -0.004804263357073069, + "volume_max": 0.0033245335798710585, + "frac_active": 0.25 + }, + { + "step": 312, + "loss": 0.32596778869628906, + "floss_loss": 0.00020740080799441785, + "kl_loss": 0.03257603943347931, + "lyap1_mean": -0.002015656791627407, + "lyap1_max": 0.0299298744648695, + "lyap_mean": -0.007362642325460911, + "volume_mean": -0.007362642325460911, + "volume_max": 0.008216685615479946, + "frac_active": 0.1875 + }, + { + "step": 313, + "loss": 0.5596954822540283, + "floss_loss": 9.498442523181438e-05, + "kl_loss": 0.055960047990083694, + "lyap1_mean": 0.01389373280107975, + "lyap1_max": 0.022321075201034546, + "lyap_mean": 0.0047467295080423355, + "volume_mean": 0.0047467295080423355, + "volume_max": 0.010228309780359268, + "frac_active": 0.6875 + }, + { + "step": 314, + "loss": 0.25734570622444153, + "floss_loss": 0.0003114977735094726, + "kl_loss": 0.025703420862555504, + "lyap1_mean": -0.001795826479792595, + "lyap1_max": 0.015775587409734726, + "lyap_mean": -0.005781858693808317, + "volume_mean": -0.005781858693808317, + "volume_max": 0.01208958774805069, + "frac_active": 0.5 + }, + { + "step": 315, + "loss": 0.2968815863132477, + "floss_loss": 0.00011132345389341936, + "kl_loss": 0.029677025973796844, + "lyap1_mean": 0.00946042500436306, + "lyap1_max": 0.020068423822522163, + "lyap_mean": 0.0020587684120982885, + "volume_mean": 0.0020587684120982885, + "volume_max": 0.012008186429738998, + "frac_active": 0.5625 + }, + { + "step": 316, + "loss": 0.45330074429512024, + "floss_loss": 0.00016302896256092936, + "kl_loss": 0.045313771814107895, + "lyap1_mean": 0.013766963966190815, + "lyap1_max": 0.047688547521829605, + "lyap_mean": 0.004980414640158415, + "volume_mean": 0.004980414640158415, + "volume_max": 0.013851371593773365, + "frac_active": 0.75 + }, + { + "step": 317, + "loss": 0.126138836145401, + "floss_loss": 0.00014744601503480226, + "kl_loss": 0.012599138543009758, + "lyap1_mean": -0.003993631806224585, + "lyap1_max": 0.02207046002149582, + "lyap_mean": -0.005772911012172699, + "volume_mean": -0.005772911012172699, + "volume_max": 0.0077833617106080055, + "frac_active": 0.1875 + }, + { + "step": 318, + "loss": 0.38263413310050964, + "floss_loss": 6.637290789512917e-05, + "kl_loss": 0.038256775587797165, + "lyap1_mean": -0.004855269566178322, + "lyap1_max": 0.005933132488280535, + "lyap_mean": -0.00564933568239212, + "volume_mean": -0.00564933568239212, + "volume_max": 0.0024969372898340225, + "frac_active": 0.1875 + }, + { + "step": 319, + "loss": 0.255239874124527, + "floss_loss": 5.428229633253068e-05, + "kl_loss": 0.02551855891942978, + "lyap1_mean": 0.0035391170531511307, + "lyap1_max": 0.010751914232969284, + "lyap_mean": -0.0010554904583841562, + "volume_mean": -0.0010554904583841562, + "volume_max": 0.008847453631460667, + "frac_active": 0.375 + }, + { + "step": 320, + "loss": 0.4262007474899292, + "floss_loss": 6.18199264863506e-05, + "kl_loss": 0.04261389374732971, + "lyap1_mean": -0.0016307334881275892, + "lyap1_max": 0.00266513810493052, + "lyap_mean": -0.003994125872850418, + "volume_mean": -0.003994125872850418, + "volume_max": 0.00012038229033350945, + "frac_active": 0.3125 + }, + { + "step": 321, + "loss": 0.5208457708358765, + "floss_loss": 0.0005227660294622183, + "kl_loss": 0.05203229561448097, + "lyap1_mean": -0.017023101449012756, + "lyap1_max": -0.009886316023766994, + "lyap_mean": -0.021123846992850304, + "volume_mean": -0.021123846992850304, + "volume_max": -0.014601198956370354, + "frac_active": 0.0 + }, + { + "step": 322, + "loss": 0.41418978571891785, + "floss_loss": 0.00032757758162915707, + "kl_loss": 0.04138622060418129, + "lyap1_mean": -0.010282093659043312, + "lyap1_max": 0.001331425504758954, + "lyap_mean": -0.01666850410401821, + "volume_mean": -0.01666850410401821, + "volume_max": -0.013767591677606106, + "frac_active": 0.0625 + }, + { + "step": 323, + "loss": 0.3522178530693054, + "floss_loss": 0.0006851622019894421, + "kl_loss": 0.03515326976776123, + "lyap1_mean": -0.023011427372694016, + "lyap1_max": -0.01425462681800127, + "lyap_mean": -0.02472037263214588, + "volume_mean": -0.02472037263214588, + "volume_max": -0.013508565723896027, + "frac_active": 0.0 + }, + { + "step": 324, + "loss": 0.44449660181999207, + "floss_loss": 0.00023951588082127273, + "kl_loss": 0.044425707310438156, + "lyap1_mean": -0.008525039069354534, + "lyap1_max": -0.003212370676919818, + "lyap_mean": -0.014324034564197063, + "volume_mean": -0.014324034564197063, + "volume_max": -0.012998723424971104, + "frac_active": 0.0 + }, + { + "step": 325, + "loss": 0.3986687660217285, + "floss_loss": 0.00024961354210972786, + "kl_loss": 0.0398419126868248, + "lyap1_mean": -0.008308812975883484, + "lyap1_max": 0.0011588287306949496, + "lyap_mean": -0.013534288853406906, + "volume_mean": -0.013534288853406906, + "volume_max": -0.003444477217271924, + "frac_active": 0.0625 + }, + { + "step": 326, + "loss": 0.3034186065196991, + "floss_loss": 0.0002717385650612414, + "kl_loss": 0.03031468763947487, + "lyap1_mean": -0.012350913137197495, + "lyap1_max": -0.0002174063993152231, + "lyap_mean": -0.013991966843605042, + "volume_mean": -0.013991966843605042, + "volume_max": -0.004965954925864935, + "frac_active": 0.0625 + }, + { + "step": 327, + "loss": 0.2627478241920471, + "floss_loss": 0.00021042124717496336, + "kl_loss": 0.02625373937189579, + "lyap1_mean": -0.005331863649189472, + "lyap1_max": 0.012969698756933212, + "lyap_mean": -0.01014961488544941, + "volume_mean": -0.01014961488544941, + "volume_max": 0.005411739926785231, + "frac_active": 0.1875 + }, + { + "step": 328, + "loss": 0.395489364862442, + "floss_loss": 0.0004768449580296874, + "kl_loss": 0.03950125351548195, + "lyap1_mean": -0.010728594847023487, + "lyap1_max": 0.0017836615443229675, + "lyap_mean": -0.01756938360631466, + "volume_mean": -0.01756938360631466, + "volume_max": -0.001342272269539535, + "frac_active": 0.125 + }, + { + "step": 329, + "loss": 0.4663647413253784, + "floss_loss": 0.00044990464812144637, + "kl_loss": 0.04659148305654526, + "lyap1_mean": -0.014196297153830528, + "lyap1_max": -0.002285132184624672, + "lyap_mean": -0.015080882236361504, + "volume_mean": -0.015080882236361504, + "volume_max": -0.0030904426239430904, + "frac_active": 0.125 + }, + { + "step": 330, + "loss": 0.25810644030570984, + "floss_loss": 0.00022033200366422534, + "kl_loss": 0.02578861266374588, + "lyap1_mean": -0.011086471378803253, + "lyap1_max": -0.004677999299019575, + "lyap_mean": -0.013003014959394932, + "volume_mean": -0.013003014959394932, + "volume_max": -0.007264935877174139, + "frac_active": 0.0625 + }, + { + "step": 331, + "loss": 0.3108072578907013, + "floss_loss": 9.524922643322498e-05, + "kl_loss": 0.031071200966835022, + "lyap1_mean": -0.004166482016444206, + "lyap1_max": 0.010477500036358833, + "lyap_mean": -0.0058904243633151054, + "volume_mean": -0.0058904243633151054, + "volume_max": -0.000547698000445962, + "frac_active": 0.1875 + }, + { + "step": 332, + "loss": 0.3906654715538025, + "floss_loss": 9.243814565706998e-05, + "kl_loss": 0.039057303220033646, + "lyap1_mean": -0.0029214199166744947, + "lyap1_max": 0.0034247732255607843, + "lyap_mean": -0.008023800328373909, + "volume_mean": -0.008023800328373909, + "volume_max": -0.006139547564089298, + "frac_active": 0.125 + }, + { + "step": 333, + "loss": 0.2617241442203522, + "floss_loss": 0.0002111676731146872, + "kl_loss": 0.026151297613978386, + "lyap1_mean": -0.008681226521730423, + "lyap1_max": -0.000749658967833966, + "lyap_mean": -0.013268468901515007, + "volume_mean": -0.013268468901515007, + "volume_max": -0.006146138999611139, + "frac_active": 0.0 + }, + { + "step": 334, + "loss": 0.6067808866500854, + "floss_loss": 8.567694021621719e-05, + "kl_loss": 0.06066952273249626, + "lyap1_mean": 0.000334419310092926, + "lyap1_max": 0.005489064380526543, + "lyap_mean": -0.002557056024670601, + "volume_mean": -0.002557056024670601, + "volume_max": 0.006961523089557886, + "frac_active": 0.5 + }, + { + "step": 335, + "loss": 0.443209171295166, + "floss_loss": 7.974606705829501e-05, + "kl_loss": 0.044312942773103714, + "lyap1_mean": 0.00812077522277832, + "lyap1_max": 0.01866457238793373, + "lyap_mean": 0.005598903633654118, + "volume_mean": 0.005598903633654118, + "volume_max": 0.014472326263785362, + "frac_active": 0.6875 + }, + { + "step": 336, + "loss": 0.44574007391929626, + "floss_loss": 0.00011758936307160184, + "kl_loss": 0.04456224665045738, + "lyap1_mean": 0.005020708777010441, + "lyap1_max": 0.015491227619349957, + "lyap_mean": 0.0014138603582978249, + "volume_mean": 0.0014138603582978249, + "volume_max": 0.015357987955212593, + "frac_active": 0.5625 + }, + { + "step": 337, + "loss": 0.630853533744812, + "floss_loss": 0.00043786439346149564, + "kl_loss": 0.0630415678024292, + "lyap1_mean": 0.008225426077842712, + "lyap1_max": 0.033511172980070114, + "lyap_mean": 0.006304027512669563, + "volume_mean": 0.006304027512669563, + "volume_max": 0.025043517351150513, + "frac_active": 0.75 + }, + { + "step": 338, + "loss": 0.5575039982795715, + "floss_loss": 0.0005038612871430814, + "kl_loss": 0.055700015276670456, + "lyap1_mean": 0.03542459383606911, + "lyap1_max": 0.0428546741604805, + "lyap_mean": 0.018625780940055847, + "volume_mean": 0.018625780940055847, + "volume_max": 0.026400525122880936, + "frac_active": 1.0 + }, + { + "step": 339, + "loss": 0.3020988702774048, + "floss_loss": 0.0004984157276339829, + "kl_loss": 0.030160045251250267, + "lyap1_mean": 0.0286547988653183, + "lyap1_max": 0.06164611130952835, + "lyap_mean": 0.014990748837590218, + "volume_mean": 0.014990748837590218, + "volume_max": 0.03550456091761589, + "frac_active": 0.9375 + }, + { + "step": 340, + "loss": 0.38232526183128357, + "floss_loss": 0.0004372237017378211, + "kl_loss": 0.03818880394101143, + "lyap1_mean": 0.024269219487905502, + "lyap1_max": 0.048991523683071136, + "lyap_mean": 0.016302920877933502, + "volume_mean": 0.016302920877933502, + "volume_max": 0.0246209055185318, + "frac_active": 0.9375 + }, + { + "step": 341, + "loss": 0.5382483601570129, + "floss_loss": 0.00015234193415381014, + "kl_loss": 0.053809601813554764, + "lyap1_mean": 0.015568080358207226, + "lyap1_max": 0.02393432706594467, + "lyap_mean": 0.01018429547548294, + "volume_mean": 0.01018429547548294, + "volume_max": 0.016894672065973282, + "frac_active": 0.875 + }, + { + "step": 342, + "loss": 0.3293866515159607, + "floss_loss": 0.0001815204304875806, + "kl_loss": 0.032920513302087784, + "lyap1_mean": 0.016697749495506287, + "lyap1_max": 0.0405404306948185, + "lyap_mean": 0.00681519228965044, + "volume_mean": 0.00681519228965044, + "volume_max": 0.015663504600524902, + "frac_active": 0.6875 + }, + { + "step": 343, + "loss": 0.3816758394241333, + "floss_loss": 0.00023484291159547865, + "kl_loss": 0.038144100457429886, + "lyap1_mean": 0.012152303010225296, + "lyap1_max": 0.031805604696273804, + "lyap_mean": 0.007002498023211956, + "volume_mean": 0.007002498023211956, + "volume_max": 0.01865403540432453, + "frac_active": 0.625 + }, + { + "step": 344, + "loss": 0.5794788599014282, + "floss_loss": 0.0001981069945031777, + "kl_loss": 0.05792807415127754, + "lyap1_mean": 0.017371537163853645, + "lyap1_max": 0.04181034117937088, + "lyap_mean": 0.006247733719646931, + "volume_mean": 0.006247733719646931, + "volume_max": 0.01778554357588291, + "frac_active": 0.75 + }, + { + "step": 345, + "loss": 1.5661686658859253, + "floss_loss": 0.00010613849735818803, + "kl_loss": 0.1566062569618225, + "lyap1_mean": 0.0029219461139291525, + "lyap1_max": 0.020172322168946266, + "lyap_mean": -0.003914747387170792, + "volume_mean": -0.003914747387170792, + "volume_max": 0.007200019434094429, + "frac_active": 0.3125 + }, + { + "step": 346, + "loss": 0.29391688108444214, + "floss_loss": 8.085911395028234e-05, + "kl_loss": 0.029383601620793343, + "lyap1_mean": -0.0007816110737621784, + "lyap1_max": 0.008001357316970825, + "lyap_mean": -0.006155918352305889, + "volume_mean": -0.006155918352305889, + "volume_max": -0.001533009810373187, + "frac_active": 0.25 + }, + { + "step": 347, + "loss": 0.3813117444515228, + "floss_loss": 0.00023753984714858234, + "kl_loss": 0.03810741752386093, + "lyap1_mean": -0.0029413390439003706, + "lyap1_max": 0.01691339910030365, + "lyap_mean": -0.009121985174715519, + "volume_mean": -0.009121985174715519, + "volume_max": 0.00341851357370615, + "frac_active": 0.25 + }, + { + "step": 348, + "loss": 0.5053761601448059, + "floss_loss": 0.0002517011307645589, + "kl_loss": 0.05051244795322418, + "lyap1_mean": -0.0063909003511071205, + "lyap1_max": 0.00912468135356903, + "lyap_mean": -0.012651778757572174, + "volume_mean": -0.012651778757572174, + "volume_max": -0.006315608508884907, + "frac_active": 0.125 + }, + { + "step": 349, + "loss": 0.4082051217556, + "floss_loss": 0.0005922701093368232, + "kl_loss": 0.04076128453016281, + "lyap1_mean": -0.016814567148685455, + "lyap1_max": -0.0017880756640806794, + "lyap_mean": -0.022420966997742653, + "volume_mean": -0.022420966997742653, + "volume_max": -0.016257058829069138, + "frac_active": 0.0 + }, + { + "step": 350, + "loss": 0.41503679752349854, + "floss_loss": 0.0002772646548692137, + "kl_loss": 0.04147595539689064, + "lyap1_mean": -0.004755067173391581, + "lyap1_max": 0.02269517257809639, + "lyap_mean": -0.006266927812248468, + "volume_mean": -0.006266927812248468, + "volume_max": 0.01580912433564663, + "frac_active": 0.3125 + }, + { + "step": 351, + "loss": 0.2978830635547638, + "floss_loss": 0.0003309031017124653, + "kl_loss": 0.02975521795451641, + "lyap1_mean": -0.014392782002687454, + "lyap1_max": -0.00476779555901885, + "lyap_mean": -0.015196582302451134, + "volume_mean": -0.015196582302451134, + "volume_max": -0.006183868274092674, + "frac_active": 0.0625 + }, + { + "step": 352, + "loss": 0.6799109578132629, + "floss_loss": 0.00020319211762398481, + "kl_loss": 0.06797077506780624, + "lyap1_mean": -0.00533348647877574, + "lyap1_max": 0.009920557960867882, + "lyap_mean": -0.011608390137553215, + "volume_mean": -0.011608390137553215, + "volume_max": -0.004025349859148264, + "frac_active": 0.0625 + }, + { + "step": 353, + "loss": 0.5515011548995972, + "floss_loss": 0.00030928224441595376, + "kl_loss": 0.05511918663978577, + "lyap1_mean": -0.015359463170170784, + "lyap1_max": -0.011528149247169495, + "lyap_mean": -0.016413763165473938, + "volume_mean": -0.016413763165473938, + "volume_max": -0.012686631642282009, + "frac_active": 0.0 + }, + { + "step": 354, + "loss": 0.5708072185516357, + "floss_loss": 0.00042377045610919595, + "kl_loss": 0.05703834444284439, + "lyap1_mean": -0.015431576408445835, + "lyap1_max": -0.005833367817103863, + "lyap_mean": -0.019474701955914497, + "volume_mean": -0.019474701955914497, + "volume_max": -0.015256292186677456, + "frac_active": 0.0 + }, + { + "step": 355, + "loss": 0.4077112376689911, + "floss_loss": 0.00015585498476866633, + "kl_loss": 0.040755536407232285, + "lyap1_mean": -0.00556524470448494, + "lyap1_max": -0.0001856568269431591, + "lyap_mean": -0.010500423610210419, + "volume_mean": -0.010500423610210419, + "volume_max": -0.005371317267417908, + "frac_active": 0.0 + }, + { + "step": 356, + "loss": 3.0344784259796143, + "floss_loss": 0.0001704151218291372, + "kl_loss": 0.30343079566955566, + "lyap1_mean": -0.006373400799930096, + "lyap1_max": 0.002459740499034524, + "lyap_mean": -0.010686412453651428, + "volume_mean": -0.010686412453651428, + "volume_max": -0.006526274606585503, + "frac_active": 0.0625 + }, + { + "step": 357, + "loss": 3.247894763946533, + "floss_loss": 0.00010437321907375008, + "kl_loss": 0.32477903366088867, + "lyap1_mean": -0.0017657262505963445, + "lyap1_max": 0.006367083173245192, + "lyap_mean": -0.006859786342829466, + "volume_mean": -0.006859786342829466, + "volume_max": -0.000503022107295692, + "frac_active": 0.1875 + }, + { + "step": 358, + "loss": 0.6909576654434204, + "floss_loss": 6.006435432936996e-05, + "kl_loss": 0.06908975541591644, + "lyap1_mean": 0.0022753572557121515, + "lyap1_max": 0.011385518126189709, + "lyap_mean": -0.0008123294683173299, + "volume_mean": -0.0008123294683173299, + "volume_max": 0.00895810965448618, + "frac_active": 0.4375 + }, + { + "step": 359, + "loss": 0.43423932790756226, + "floss_loss": 0.00012433830124791712, + "kl_loss": 0.0434115007519722, + "lyap1_mean": -0.0007626744918525219, + "lyap1_max": 0.011640244163572788, + "lyap_mean": -0.004604068119078875, + "volume_mean": -0.004604068119078875, + "volume_max": 0.0036046472378075123, + "frac_active": 0.3125 + }, + { + "step": 360, + "loss": 0.2867684066295624, + "floss_loss": 0.000197243265574798, + "kl_loss": 0.02865711785852909, + "lyap1_mean": 0.018988091498613358, + "lyap1_max": 0.0419318787753582, + "lyap_mean": 0.006101256236433983, + "volume_mean": 0.006101256236433983, + "volume_max": 0.013188415206968784, + "frac_active": 0.625 + }, + { + "step": 361, + "loss": 0.33772531151771545, + "floss_loss": 0.0001566691935295239, + "kl_loss": 0.033756863325834274, + "lyap1_mean": -0.0032349657267332077, + "lyap1_max": 0.016559859737753868, + "lyap_mean": -0.007578173186630011, + "volume_mean": -0.007578173186630011, + "volume_max": 0.000847972056362778, + "frac_active": 0.25 + }, + { + "step": 362, + "loss": 0.19039107859134674, + "floss_loss": 0.00023336854064837098, + "kl_loss": 0.01901577040553093, + "lyap1_mean": 0.020916204899549484, + "lyap1_max": 0.0323764868080616, + "lyap_mean": 0.008463192731142044, + "volume_mean": 0.008463192731142044, + "volume_max": 0.02049754001200199, + "frac_active": 0.8125 + }, + { + "step": 363, + "loss": 0.2139992117881775, + "floss_loss": 5.875674105482176e-05, + "kl_loss": 0.021394046023488045, + "lyap1_mean": 0.007730378303676844, + "lyap1_max": 0.016825556755065918, + "lyap_mean": 0.0017756460001692176, + "volume_mean": 0.0017756460001692176, + "volume_max": 0.005570287816226482, + "frac_active": 0.5 + }, + { + "step": 364, + "loss": 0.29768022894859314, + "floss_loss": 9.754011261975393e-05, + "kl_loss": 0.02975826896727085, + "lyap1_mean": 0.010936358943581581, + "lyap1_max": 0.01786898449063301, + "lyap_mean": 0.0025645860005170107, + "volume_mean": 0.0025645860005170107, + "volume_max": 0.012908834964036942, + "frac_active": 0.5625 + }, + { + "step": 365, + "loss": 0.1594754010438919, + "floss_loss": 4.868436371907592e-05, + "kl_loss": 0.01594267226755619, + "lyap1_mean": -0.0002252780832350254, + "lyap1_max": 0.005505550652742386, + "lyap_mean": 0.0009335937211290002, + "volume_mean": 0.0009335937211290002, + "volume_max": 0.0067993225529789925, + "frac_active": 0.5625 + }, + { + "step": 366, + "loss": 0.4439393877983093, + "floss_loss": 8.132487710099667e-05, + "kl_loss": 0.04438580572605133, + "lyap1_mean": 0.008748684078454971, + "lyap1_max": 0.01816917583346367, + "lyap_mean": 0.0032324600033462048, + "volume_mean": 0.0032324600033462048, + "volume_max": 0.007749492302536964, + "frac_active": 0.5625 + }, + { + "step": 367, + "loss": 0.3793938159942627, + "floss_loss": 8.99311708053574e-05, + "kl_loss": 0.03793038800358772, + "lyap1_mean": 0.00595624465495348, + "lyap1_max": 0.0134105971083045, + "lyap_mean": 0.002952725160866976, + "volume_mean": 0.002952725160866976, + "volume_max": 0.008928176015615463, + "frac_active": 0.6875 + }, + { + "step": 368, + "loss": 0.538318395614624, + "floss_loss": 0.0001916122273541987, + "kl_loss": 0.053812675178050995, + "lyap1_mean": 0.005654924549162388, + "lyap1_max": 0.040197618305683136, + "lyap_mean": 0.001984215807169676, + "volume_mean": 0.001984215807169676, + "volume_max": 0.020124461501836777, + "frac_active": 0.375 + }, + { + "step": 369, + "loss": 2.1922996044158936, + "floss_loss": 4.560676097753458e-05, + "kl_loss": 0.21922540664672852, + "lyap1_mean": 0.004803680349141359, + "lyap1_max": 0.009044475853443146, + "lyap_mean": 0.002595644211396575, + "volume_mean": 0.002595644211396575, + "volume_max": 0.0054864417761564255, + "frac_active": 0.625 + }, + { + "step": 370, + "loss": 0.33230555057525635, + "floss_loss": 0.0001399600732838735, + "kl_loss": 0.033216558396816254, + "lyap1_mean": 0.0017655857373028994, + "lyap1_max": 0.008039887063205242, + "lyap_mean": 0.00328106083907187, + "volume_mean": 0.00328106083907187, + "volume_max": 0.018017709255218506, + "frac_active": 0.5625 + }, + { + "step": 371, + "loss": 0.31214138865470886, + "floss_loss": 5.652236723108217e-05, + "kl_loss": 0.03120848536491394, + "lyap1_mean": -0.002490397309884429, + "lyap1_max": 0.0004121808160562068, + "lyap_mean": -0.0035855851601809263, + "volume_mean": -0.0035855851601809263, + "volume_max": -0.00034558866173028946, + "frac_active": 0.125 + }, + { + "step": 372, + "loss": 0.2744385600090027, + "floss_loss": 0.00022812372480984777, + "kl_loss": 0.027421042323112488, + "lyap1_mean": 0.01598113216459751, + "lyap1_max": 0.028009718284010887, + "lyap_mean": 0.010661641135811806, + "volume_mean": 0.010661641135811806, + "volume_max": 0.024439651519060135, + "frac_active": 0.8125 + }, + { + "step": 373, + "loss": 0.37898746132850647, + "floss_loss": 7.800116145517677e-05, + "kl_loss": 0.037890948355197906, + "lyap1_mean": -0.0021219318732619286, + "lyap1_max": 0.01669454574584961, + "lyap_mean": -0.004140808712691069, + "volume_mean": -0.004140808712691069, + "volume_max": 0.005720615852624178, + "frac_active": 0.25 + }, + { + "step": 374, + "loss": 0.3092711865901947, + "floss_loss": 0.00013872540148440748, + "kl_loss": 0.03091324493288994, + "lyap1_mean": -0.005222531966865063, + "lyap1_max": 0.006474748253822327, + "lyap_mean": -0.008687533438205719, + "volume_mean": -0.008687533438205719, + "volume_max": -0.0015081254532560706, + "frac_active": 0.125 + }, + { + "step": 375, + "loss": 0.2297932207584381, + "floss_loss": 0.00024999678134918213, + "kl_loss": 0.022954322397708893, + "lyap1_mean": 0.025675300508737564, + "lyap1_max": 0.0398593470454216, + "lyap_mean": 0.00995168648660183, + "volume_mean": 0.00995168648660183, + "volume_max": 0.014399024657905102, + "frac_active": 0.875 + }, + { + "step": 376, + "loss": 0.31132766604423523, + "floss_loss": 0.00010328396456316113, + "kl_loss": 0.031122436746954918, + "lyap1_mean": 0.004090501926839352, + "lyap1_max": 0.013903338462114334, + "lyap_mean": -0.0026996529195457697, + "volume_mean": -0.0026996529195457697, + "volume_max": 0.005673442967236042, + "frac_active": 0.3125 + }, + { + "step": 377, + "loss": 0.3813321888446808, + "floss_loss": 0.0003529927344061434, + "kl_loss": 0.03809792175889015, + "lyap1_mean": -0.01260503102093935, + "lyap1_max": 0.005208273883908987, + "lyap_mean": -0.01434607058763504, + "volume_mean": -0.01434607058763504, + "volume_max": 0.0006241456721909344, + "frac_active": 0.1875 + }, + { + "step": 378, + "loss": 0.2351704090833664, + "floss_loss": 6.824003503425047e-05, + "kl_loss": 0.023510215803980827, + "lyap1_mean": -0.0037830471992492676, + "lyap1_max": 0.004705434665083885, + "lyap_mean": -0.005655704531818628, + "volume_mean": -0.005655704531818628, + "volume_max": -0.0018135677091777325, + "frac_active": 0.1875 + }, + { + "step": 379, + "loss": 0.3443554639816284, + "floss_loss": 6.300384848145768e-05, + "kl_loss": 0.034429244697093964, + "lyap1_mean": 0.0014704077038913965, + "lyap1_max": 0.00709791574627161, + "lyap_mean": -0.0025133672170341015, + "volume_mean": -0.0025133672170341015, + "volume_max": 0.0009483468602411449, + "frac_active": 0.25 + }, + { + "step": 380, + "loss": 0.330779492855072, + "floss_loss": 0.00017663766629993916, + "kl_loss": 0.033060286194086075, + "lyap1_mean": -0.004204597324132919, + "lyap1_max": 0.0058806296437978745, + "lyap_mean": -0.009233739227056503, + "volume_mean": -0.009233739227056503, + "volume_max": 0.0021064872853457928, + "frac_active": 0.3125 + }, + { + "step": 381, + "loss": 0.1438315063714981, + "floss_loss": 0.0004738590505439788, + "kl_loss": 0.014335764572024345, + "lyap1_mean": -0.00044152699410915375, + "lyap1_max": 0.030018167570233345, + "lyap_mean": -0.0077135879546403885, + "volume_mean": -0.0077135879546403885, + "volume_max": 0.022259285673499107, + "frac_active": 0.3125 + }, + { + "step": 382, + "loss": 0.497580349445343, + "floss_loss": 0.00018002153956331313, + "kl_loss": 0.049740031361579895, + "lyap1_mean": 0.008429519832134247, + "lyap1_max": 0.01923186704516411, + "lyap_mean": -0.0048692976124584675, + "volume_mean": -0.0048692976124584675, + "volume_max": 0.005059999879449606, + "frac_active": 0.3125 + }, + { + "step": 383, + "loss": 0.3880373239517212, + "floss_loss": 0.0002572311204858124, + "kl_loss": 0.03877801075577736, + "lyap1_mean": 0.001232808455824852, + "lyap1_max": 0.037939444184303284, + "lyap_mean": -0.009247399866580963, + "volume_mean": -0.009247399866580963, + "volume_max": 0.003833536524325609, + "frac_active": 0.0625 + }, + { + "step": 384, + "loss": 0.5982335209846497, + "floss_loss": 0.00014436677156481892, + "kl_loss": 0.05980891361832619, + "lyap1_mean": -0.004269084893167019, + "lyap1_max": 0.005649724509567022, + "lyap_mean": -0.009682226926088333, + "volume_mean": -0.009682226926088333, + "volume_max": -0.005220414604991674, + "frac_active": 0.125 + }, + { + "step": 385, + "loss": 0.4399251937866211, + "floss_loss": 0.00010006978118326515, + "kl_loss": 0.04398251324892044, + "lyap1_mean": -0.004222005605697632, + "lyap1_max": 0.0033604048658162355, + "lyap_mean": -0.009174499660730362, + "volume_mean": -0.009174499660730362, + "volume_max": -0.006297681946307421, + "frac_active": 0.0625 + }, + { + "step": 386, + "loss": 0.38356950879096985, + "floss_loss": 0.00023548101307824254, + "kl_loss": 0.038333404809236526, + "lyap1_mean": -0.00653980765491724, + "lyap1_max": 0.0021158079616725445, + "lyap_mean": -0.012925744988024235, + "volume_mean": -0.012925744988024235, + "volume_max": -0.0065666744485497475, + "frac_active": 0.125 + }, + { + "step": 387, + "loss": 1.5929542779922485, + "floss_loss": 0.00022593833273276687, + "kl_loss": 0.15927283465862274, + "lyap1_mean": -0.009618163108825684, + "lyap1_max": 0.012012689374387264, + "lyap_mean": -0.011579195968806744, + "volume_mean": -0.011579195968806744, + "volume_max": 0.00197397917509079, + "frac_active": 0.125 + }, + { + "step": 388, + "loss": 0.3799367845058441, + "floss_loss": 0.00014418009959626943, + "kl_loss": 0.037979260087013245, + "lyap1_mean": 0.0012468118220567703, + "lyap1_max": 0.015228129923343658, + "lyap_mean": -0.007601594086736441, + "volume_mean": -0.007601594086736441, + "volume_max": -0.0040441397577524185, + "frac_active": 0.125 + }, + { + "step": 389, + "loss": 0.47508344054222107, + "floss_loss": 0.0002460337127558887, + "kl_loss": 0.047483738511800766, + "lyap1_mean": -0.016602756455540657, + "lyap1_max": -0.01028288621455431, + "lyap_mean": -0.013567250221967697, + "volume_mean": -0.013567250221967697, + "volume_max": -0.006542901508510113, + "frac_active": 0.0625 + }, + { + "step": 390, + "loss": 0.33457931876182556, + "floss_loss": 0.00010827432561200112, + "kl_loss": 0.033447105437517166, + "lyap1_mean": -0.004071136005222797, + "lyap1_max": 0.01035915594547987, + "lyap_mean": -0.006083394400775433, + "volume_mean": -0.006083394400775433, + "volume_max": 0.002646117005497217, + "frac_active": 0.25 + }, + { + "step": 391, + "loss": 0.24198570847511292, + "floss_loss": 0.0001496233744546771, + "kl_loss": 0.02418360859155655, + "lyap1_mean": -0.007537027820944786, + "lyap1_max": -0.0006516936118714511, + "lyap_mean": -0.011255950666964054, + "volume_mean": -0.011255950666964054, + "volume_max": -0.009952126070857048, + "frac_active": 0.0 + }, + { + "step": 392, + "loss": 0.47346678376197815, + "floss_loss": 0.000168094047694467, + "kl_loss": 0.047329869121313095, + "lyap1_mean": -0.006193270906805992, + "lyap1_max": 0.0019530991557985544, + "lyap_mean": -0.01078033447265625, + "volume_mean": -0.01078033447265625, + "volume_max": -0.004069676157087088, + "frac_active": 0.125 + }, + { + "step": 393, + "loss": 0.5589001774787903, + "floss_loss": 8.588065975345671e-05, + "kl_loss": 0.055881425738334656, + "lyap1_mean": -0.004451178014278412, + "lyap1_max": -0.0008808213751763105, + "lyap_mean": -0.00689175259321928, + "volume_mean": -0.00689175259321928, + "volume_max": -0.0004207885358482599, + "frac_active": 0.125 + }, + { + "step": 394, + "loss": 0.2183043658733368, + "floss_loss": 0.0001284915633732453, + "kl_loss": 0.021817587316036224, + "lyap1_mean": -0.003962984308600426, + "lyap1_max": 0.006412330083549023, + "lyap_mean": -0.007717093452811241, + "volume_mean": -0.007717093452811241, + "volume_max": 0.002113310620188713, + "frac_active": 0.3125 + }, + { + "step": 395, + "loss": 0.2790072560310364, + "floss_loss": 0.00035928288707509637, + "kl_loss": 0.027864797040820122, + "lyap1_mean": -0.00764793436974287, + "lyap1_max": 0.0016417670994997025, + "lyap_mean": -0.01515517570078373, + "volume_mean": -0.01515517570078373, + "volume_max": -0.007998088374733925, + "frac_active": 0.0625 + }, + { + "step": 396, + "loss": 0.3207534849643707, + "floss_loss": 4.537688073469326e-05, + "kl_loss": 0.03207080811262131, + "lyap1_mean": 0.000805462128482759, + "lyap1_max": 0.015269448980689049, + "lyap_mean": 6.0189166106283665e-05, + "volume_mean": 6.0189166106283665e-05, + "volume_max": 0.006332932505756617, + "frac_active": 0.5 + }, + { + "step": 397, + "loss": 0.17989343404769897, + "floss_loss": 0.00026036924100480974, + "kl_loss": 0.017963306978344917, + "lyap1_mean": -0.0009305095300078392, + "lyap1_max": 0.012118265964090824, + "lyap_mean": -0.00512396264821291, + "volume_mean": -0.00512396264821291, + "volume_max": 0.006924641318619251, + "frac_active": 0.375 + }, + { + "step": 398, + "loss": 0.42130017280578613, + "floss_loss": 0.00021308059513103217, + "kl_loss": 0.04210870712995529, + "lyap1_mean": -0.0007186480797827244, + "lyap1_max": 0.011596023105084896, + "lyap_mean": -0.0024564387276768684, + "volume_mean": -0.0024564387276768684, + "volume_max": 0.009203268215060234, + "frac_active": 0.625 + }, + { + "step": 399, + "loss": 0.27536773681640625, + "floss_loss": 0.00017760111950337887, + "kl_loss": 0.027519013732671738, + "lyap1_mean": 0.013914374634623528, + "lyap1_max": 0.023663930594921112, + "lyap_mean": 0.011229117400944233, + "volume_mean": 0.011229117400944233, + "volume_max": 0.01720704510807991, + "frac_active": 0.9375 + }, + { + "step": 400, + "loss": 0.5112131834030151, + "floss_loss": 5.245393913355656e-05, + "kl_loss": 0.05111607164144516, + "lyap1_mean": 0.007701126392930746, + "lyap1_max": 0.016077974811196327, + "lyap_mean": 0.004170358180999756, + "volume_mean": 0.004170358180999756, + "volume_max": 0.009413398802280426, + "frac_active": 0.625 + }, + { + "step": 401, + "loss": 0.5604389309883118, + "floss_loss": 7.31532636564225e-05, + "kl_loss": 0.056036580353975296, + "lyap1_mean": 0.007933477871119976, + "lyap1_max": 0.013132905587553978, + "lyap_mean": 0.004668676294386387, + "volume_mean": 0.004668676294386387, + "volume_max": 0.013221452943980694, + "frac_active": 0.75 + }, + { + "step": 402, + "loss": 0.32058948278427124, + "floss_loss": 0.00014983079745434225, + "kl_loss": 0.03204396739602089, + "lyap1_mean": 0.01245945692062378, + "lyap1_max": 0.01479965727776289, + "lyap_mean": 0.010914690792560577, + "volume_mean": 0.010914690792560577, + "volume_max": 0.013893110677599907, + "frac_active": 0.9375 + }, + { + "step": 403, + "loss": 0.3329673409461975, + "floss_loss": 6.690216832794249e-05, + "kl_loss": 0.03329004347324371, + "lyap1_mean": 0.004423509351909161, + "lyap1_max": 0.014772281050682068, + "lyap_mean": 0.0006410907953977585, + "volume_mean": 0.0006410907953977585, + "volume_max": 0.006060359068214893, + "frac_active": 0.4375 + }, + { + "step": 404, + "loss": 0.348193883895874, + "floss_loss": 0.0002151060471078381, + "kl_loss": 0.034797877073287964, + "lyap1_mean": 0.012721373699605465, + "lyap1_max": 0.01864858716726303, + "lyap_mean": 0.009922504425048828, + "volume_mean": 0.009922504425048828, + "volume_max": 0.015371245332062244, + "frac_active": 0.8125 + }, + { + "step": 405, + "loss": 0.4651016592979431, + "floss_loss": 0.0001298909046454355, + "kl_loss": 0.046497177332639694, + "lyap1_mean": 0.014536803588271141, + "lyap1_max": 0.030046792700886726, + "lyap_mean": 0.007982086390256882, + "volume_mean": 0.007982086390256882, + "volume_max": 0.012700697407126427, + "frac_active": 0.8125 + }, + { + "step": 406, + "loss": 0.2382693588733673, + "floss_loss": 0.00030398648232221603, + "kl_loss": 0.02379653789103031, + "lyap1_mean": 0.024688860401511192, + "lyap1_max": 0.04215405136346817, + "lyap_mean": 0.010963805951178074, + "volume_mean": 0.010963805951178074, + "volume_max": 0.022488459944725037, + "frac_active": 0.75 + }, + { + "step": 407, + "loss": 0.3589184880256653, + "floss_loss": 5.925137156737037e-05, + "kl_loss": 0.035885922610759735, + "lyap1_mean": 0.007631555665284395, + "lyap1_max": 0.01656511053442955, + "lyap_mean": 0.004521097056567669, + "volume_mean": 0.004521097056567669, + "volume_max": 0.008665865287184715, + "frac_active": 0.75 + }, + { + "step": 408, + "loss": 0.2830875813961029, + "floss_loss": 0.0001851552806328982, + "kl_loss": 0.028290241956710815, + "lyap1_mean": 0.009504582732915878, + "lyap1_max": 0.03393721207976341, + "lyap_mean": -0.0012058473657816648, + "volume_mean": -0.0012058473657816648, + "volume_max": 0.015259869396686554, + "frac_active": 0.3125 + }, + { + "step": 409, + "loss": 0.31690308451652527, + "floss_loss": 6.602438952540979e-05, + "kl_loss": 0.03168370574712753, + "lyap1_mean": 0.0003472157404758036, + "lyap1_max": 0.008187057450413704, + "lyap_mean": -0.005141633562743664, + "volume_mean": -0.005141633562743664, + "volume_max": -0.0014613457024097443, + "frac_active": 0.1875 + }, + { + "step": 410, + "loss": 0.2716144919395447, + "floss_loss": 7.573122275061905e-05, + "kl_loss": 0.027153877541422844, + "lyap1_mean": 0.0023793932050466537, + "lyap1_max": 0.015934664756059647, + "lyap_mean": -0.0001568684820085764, + "volume_mean": -0.0001568684820085764, + "volume_max": 0.008932637050747871, + "frac_active": 0.5625 + }, + { + "step": 411, + "loss": 0.3373989462852478, + "floss_loss": 0.00010011714039137587, + "kl_loss": 0.03372988477349281, + "lyap1_mean": -0.0073386323638260365, + "lyap1_max": 0.004404397681355476, + "lyap_mean": -0.008606624789536, + "volume_mean": -0.008606624789536, + "volume_max": -0.0010432970011606812, + "frac_active": 0.0625 + }, + { + "step": 412, + "loss": 0.2911587059497833, + "floss_loss": 4.965269545209594e-05, + "kl_loss": 0.029110906645655632, + "lyap1_mean": -0.0012338000815361738, + "lyap1_max": 0.010365216992795467, + "lyap_mean": -0.0019939509220421314, + "volume_mean": -0.0019939509220421314, + "volume_max": 0.002334210556000471, + "frac_active": 0.4375 + }, + { + "step": 413, + "loss": 0.1483972668647766, + "floss_loss": 0.00013739746646024287, + "kl_loss": 0.01482598576694727, + "lyap1_mean": 0.0016299413982778788, + "lyap1_max": 0.01815366931259632, + "lyap_mean": -0.003983360715210438, + "volume_mean": -0.003983360715210438, + "volume_max": 0.005658856593072414, + "frac_active": 0.25 + }, + { + "step": 414, + "loss": 0.3810977637767792, + "floss_loss": 0.00013255987141747028, + "kl_loss": 0.03809652104973793, + "lyap1_mean": -0.0071502020582556725, + "lyap1_max": -0.002065361011773348, + "lyap_mean": -0.009605512022972107, + "volume_mean": -0.009605512022972107, + "volume_max": -0.006137833930552006, + "frac_active": 0.0625 + }, + { + "step": 415, + "loss": 0.3066560626029968, + "floss_loss": 0.0002008264564210549, + "kl_loss": 0.030645523220300674, + "lyap1_mean": -0.00492149917408824, + "lyap1_max": 0.003704690607264638, + "lyap_mean": -0.011479749344289303, + "volume_mean": -0.011479749344289303, + "volume_max": -0.004121133126318455, + "frac_active": 0.125 + }, + { + "step": 416, + "loss": 0.4887431263923645, + "floss_loss": 0.00015672594599891454, + "kl_loss": 0.0488586388528347, + "lyap1_mean": -0.005411665420979261, + "lyap1_max": 0.0008477773517370224, + "lyap_mean": -0.010001289658248425, + "volume_mean": -0.010001289658248425, + "volume_max": -0.003095255233347416, + "frac_active": 0.0625 + }, + { + "step": 417, + "loss": 0.4137744605541229, + "floss_loss": 0.00013088634295854717, + "kl_loss": 0.04136435687541962, + "lyap1_mean": 0.00037375022657215595, + "lyap1_max": 0.008576090447604656, + "lyap_mean": -0.008466990664601326, + "volume_mean": -0.008466990664601326, + "volume_max": -0.004920251201838255, + "frac_active": 0.125 + }, + { + "step": 418, + "loss": 0.5971567630767822, + "floss_loss": 0.00018665712559595704, + "kl_loss": 0.05969700962305069, + "lyap1_mean": -0.012443345040082932, + "lyap1_max": -0.004838101100176573, + "lyap_mean": -0.012128051370382309, + "volume_mean": -0.012128051370382309, + "volume_max": -0.004684014245867729, + "frac_active": 0.0625 + }, + { + "step": 419, + "loss": 0.35590025782585144, + "floss_loss": 0.00017444699187763035, + "kl_loss": 0.03557258099317551, + "lyap1_mean": -0.005870341323316097, + "lyap1_max": 0.008853296749293804, + "lyap_mean": -0.011504710651934147, + "volume_mean": -0.011504710651934147, + "volume_max": -0.009015943855047226, + "frac_active": 0.0625 + }, + { + "step": 420, + "loss": 0.37752607464790344, + "floss_loss": 4.694944072980434e-05, + "kl_loss": 0.03774791210889816, + "lyap1_mean": -0.0003242903621867299, + "lyap1_max": 0.012611445039510727, + "lyap_mean": -0.0034826728515326977, + "volume_mean": -0.0034826728515326977, + "volume_max": 0.002804914955049753, + "frac_active": 0.3125 + }, + { + "step": 421, + "loss": 0.39923593401908875, + "floss_loss": 0.0003166917013004422, + "kl_loss": 0.03989192470908165, + "lyap1_mean": -0.014527508988976479, + "lyap1_max": -0.005275526084005833, + "lyap_mean": -0.015765562653541565, + "volume_mean": -0.015765562653541565, + "volume_max": -0.005293608643114567, + "frac_active": 0.0 + }, + { + "step": 422, + "loss": 0.3460356891155243, + "floss_loss": 7.396807632176206e-05, + "kl_loss": 0.034596171230077744, + "lyap1_mean": 0.004293343517929316, + "lyap1_max": 0.01819082535803318, + "lyap_mean": -0.0033099986612796783, + "volume_mean": -0.0033099986612796783, + "volume_max": 0.004616002552211285, + "frac_active": 0.1875 + }, + { + "step": 423, + "loss": 0.37318024039268494, + "floss_loss": 0.00013859396858606488, + "kl_loss": 0.037304166704416275, + "lyap1_mean": 0.006011203862726688, + "lyap1_max": 0.01854492351412773, + "lyap_mean": -0.003671262413263321, + "volume_mean": -0.003671262413263321, + "volume_max": 0.004557696171104908, + "frac_active": 0.3125 + }, + { + "step": 424, + "loss": 0.36190906167030334, + "floss_loss": 0.00012225925456732512, + "kl_loss": 0.03617868199944496, + "lyap1_mean": 0.0036435911897569895, + "lyap1_max": 0.022159937769174576, + "lyap_mean": -0.0003130579134449363, + "volume_mean": -0.0003130579134449363, + "volume_max": 0.010982474312186241, + "frac_active": 0.5625 + }, + { + "step": 425, + "loss": 0.3867282271385193, + "floss_loss": 9.041297744261101e-05, + "kl_loss": 0.03866378217935562, + "lyap1_mean": 0.006146607920527458, + "lyap1_max": 0.021324824541807175, + "lyap_mean": 0.0020163236185908318, + "volume_mean": 0.0020163236185908318, + "volume_max": 0.013450251892209053, + "frac_active": 0.5625 + }, + { + "step": 426, + "loss": 0.19052252173423767, + "floss_loss": 2.7580754249356687e-05, + "kl_loss": 0.019049493595957756, + "lyap1_mean": 0.002329573966562748, + "lyap1_max": 0.012999065220355988, + "lyap_mean": -0.0011303728679195046, + "volume_mean": -0.0011303728679195046, + "volume_max": 0.0013218059903010726, + "frac_active": 0.375 + }, + { + "step": 427, + "loss": 0.309180349111557, + "floss_loss": 0.00017575130914337933, + "kl_loss": 0.030900461599230766, + "lyap1_mean": 0.01789304055273533, + "lyap1_max": 0.03877738118171692, + "lyap_mean": 0.009650465101003647, + "volume_mean": 0.009650465101003647, + "volume_max": 0.015842348337173462, + "frac_active": 0.875 + }, + { + "step": 428, + "loss": 0.3889220952987671, + "floss_loss": 0.00017002128879539669, + "kl_loss": 0.03887520730495453, + "lyap1_mean": 0.00020719144959002733, + "lyap1_max": 0.020735029131174088, + "lyap_mean": -0.001338032423518598, + "volume_mean": -0.001338032423518598, + "volume_max": 0.015319790691137314, + "frac_active": 0.5 + }, + { + "step": 429, + "loss": 0.1267891675233841, + "floss_loss": 0.0005335186724551022, + "kl_loss": 0.012625564821064472, + "lyap1_mean": 0.027525026351213455, + "lyap1_max": 0.04867733269929886, + "lyap_mean": 0.01499910093843937, + "volume_mean": 0.01499910093843937, + "volume_max": 0.03599635511636734, + "frac_active": 0.75 + }, + { + "step": 430, + "loss": 0.5423554182052612, + "floss_loss": 0.00015176167653407902, + "kl_loss": 0.05422036349773407, + "lyap1_mean": 0.011769728735089302, + "lyap1_max": 0.015310775488615036, + "lyap_mean": 0.0084733497351408, + "volume_mean": 0.0084733497351408, + "volume_max": 0.010291846469044685, + "frac_active": 0.8125 + }, + { + "step": 431, + "loss": 0.36919575929641724, + "floss_loss": 0.00029474686016328633, + "kl_loss": 0.03689010068774223, + "lyap1_mean": 0.017120249569416046, + "lyap1_max": 0.035128720104694366, + "lyap_mean": 0.013504715636372566, + "volume_mean": 0.013504715636372566, + "volume_max": 0.02777520939707756, + "frac_active": 0.9375 + }, + { + "step": 432, + "loss": 0.41132667660713196, + "floss_loss": 0.0003491957322694361, + "kl_loss": 0.04109774902462959, + "lyap1_mean": 0.030275816097855568, + "lyap1_max": 0.03444733843207359, + "lyap_mean": 0.014524002559483051, + "volume_mean": 0.014524002559483051, + "volume_max": 0.017911478877067566, + "frac_active": 0.9375 + }, + { + "step": 433, + "loss": 0.5163977742195129, + "floss_loss": 0.00012582972703967243, + "kl_loss": 0.05162719637155533, + "lyap1_mean": 0.017142143100500107, + "lyap1_max": 0.022063111886382103, + "lyap_mean": 0.007737856358289719, + "volume_mean": 0.007737856358289719, + "volume_max": 0.012970205396413803, + "frac_active": 0.75 + }, + { + "step": 434, + "loss": 0.34211650490760803, + "floss_loss": 0.00040439999429509044, + "kl_loss": 0.034171212464571, + "lyap1_mean": 0.025181423872709274, + "lyap1_max": 0.045670442283153534, + "lyap_mean": 0.013684690929949284, + "volume_mean": 0.013684690929949284, + "volume_max": 0.027590496465563774, + "frac_active": 0.875 + }, + { + "step": 435, + "loss": 0.35557642579078674, + "floss_loss": 0.00013611034955829382, + "kl_loss": 0.035544030368328094, + "lyap1_mean": 0.012732641771435738, + "lyap1_max": 0.023611167445778847, + "lyap_mean": 0.0065150088630616665, + "volume_mean": 0.0065150088630616665, + "volume_max": 0.011242854408919811, + "frac_active": 0.5625 + }, + { + "step": 436, + "loss": 0.4357641935348511, + "floss_loss": 0.00041486526606604457, + "kl_loss": 0.04353493079543114, + "lyap1_mean": 0.02342452108860016, + "lyap1_max": 0.03821375221014023, + "lyap_mean": 0.016884446144104004, + "volume_mean": 0.016884446144104004, + "volume_max": 0.027508316561579704, + "frac_active": 0.9375 + }, + { + "step": 437, + "loss": 0.4561319351196289, + "floss_loss": 0.0002127528132405132, + "kl_loss": 0.045591916888952255, + "lyap1_mean": 0.012503371573984623, + "lyap1_max": 0.038015756756067276, + "lyap_mean": 0.008162549696862698, + "volume_mean": 0.008162549696862698, + "volume_max": 0.0269707553088665, + "frac_active": 0.75 + }, + { + "step": 438, + "loss": 0.2080029994249344, + "floss_loss": 7.218770042527467e-05, + "kl_loss": 0.02079308219254017, + "lyap1_mean": 0.011362725868821144, + "lyap1_max": 0.018834376707673073, + "lyap_mean": 0.0038284026086330414, + "volume_mean": 0.0038284026086330414, + "volume_max": 0.0057737501338124275, + "frac_active": 0.75 + }, + { + "step": 439, + "loss": 0.2354108691215515, + "floss_loss": 0.0002301646745763719, + "kl_loss": 0.023518070578575134, + "lyap1_mean": 0.02154485136270523, + "lyap1_max": 0.029302449896931648, + "lyap_mean": 0.011256065219640732, + "volume_mean": 0.011256065219640732, + "volume_max": 0.016783449798822403, + "frac_active": 0.875 + }, + { + "step": 440, + "loss": 0.40086182951927185, + "floss_loss": 0.0001214718067785725, + "kl_loss": 0.04007403552532196, + "lyap1_mean": 0.01620728336274624, + "lyap1_max": 0.025226419791579247, + "lyap_mean": 0.008068948984146118, + "volume_mean": 0.008068948984146118, + "volume_max": 0.00982073787599802, + "frac_active": 0.875 + }, + { + "step": 441, + "loss": 0.27511733770370483, + "floss_loss": 0.00010423596540931612, + "kl_loss": 0.027501309290528297, + "lyap1_mean": 0.01718216761946678, + "lyap1_max": 0.026052847504615784, + "lyap_mean": 0.004245900548994541, + "volume_mean": 0.004245900548994541, + "volume_max": 0.005851049907505512, + "frac_active": 0.6875 + }, + { + "step": 442, + "loss": 0.2634545862674713, + "floss_loss": 9.530482930131257e-05, + "kl_loss": 0.026335928589105606, + "lyap1_mean": 0.009375983849167824, + "lyap1_max": 0.027098070830106735, + "lyap_mean": 0.00013372593093663454, + "volume_mean": 0.00013372593093663454, + "volume_max": 0.002842829329892993, + "frac_active": 0.5625 + }, + { + "step": 443, + "loss": 0.3637002110481262, + "floss_loss": 0.00013852343545295298, + "kl_loss": 0.03635616973042488, + "lyap1_mean": 0.009375190362334251, + "lyap1_max": 0.021964669227600098, + "lyap_mean": 0.0035075927153229713, + "volume_mean": 0.0035075927153229713, + "volume_max": 0.018586086109280586, + "frac_active": 0.5625 + }, + { + "step": 444, + "loss": 0.29260003566741943, + "floss_loss": 0.00023800350027158856, + "kl_loss": 0.02923620492219925, + "lyap1_mean": -0.00415729358792305, + "lyap1_max": 0.011572018265724182, + "lyap_mean": -0.010932140983641148, + "volume_mean": -0.010932140983641148, + "volume_max": -0.0012414241209626198, + "frac_active": 0.1875 + }, + { + "step": 445, + "loss": 0.12528358399868011, + "floss_loss": 8.404890104429796e-05, + "kl_loss": 0.012519954703748226, + "lyap1_mean": -0.008087825030088425, + "lyap1_max": -0.0022320838179439306, + "lyap_mean": -0.007824026979506016, + "volume_mean": -0.007824026979506016, + "volume_max": -0.004783375188708305, + "frac_active": 0.0 + }, + { + "step": 446, + "loss": 0.2888416349887848, + "floss_loss": 0.0001375318825012073, + "kl_loss": 0.028870411217212677, + "lyap1_mean": -0.005704062059521675, + "lyap1_max": 0.002115456387400627, + "lyap_mean": -0.01026076264679432, + "volume_mean": -0.01026076264679432, + "volume_max": -0.006408251356333494, + "frac_active": 0.0625 + }, + { + "step": 447, + "loss": 0.22059647738933563, + "floss_loss": 0.00023151264758780599, + "kl_loss": 0.022036496549844742, + "lyap1_mean": 0.005435247905552387, + "lyap1_max": 0.03623161092400551, + "lyap_mean": -0.007767352741211653, + "volume_mean": -0.007767352741211653, + "volume_max": 0.002445532474666834, + "frac_active": 0.125 + }, + { + "step": 448, + "loss": 0.38500887155532837, + "floss_loss": 0.0001074043830158189, + "kl_loss": 0.03849014639854431, + "lyap1_mean": 0.005183156579732895, + "lyap1_max": 0.019325755536556244, + "lyap_mean": -0.005013877525925636, + "volume_mean": -0.005013877525925636, + "volume_max": 0.0016470735426992178, + "frac_active": 0.25 + }, + { + "step": 449, + "loss": 0.38527822494506836, + "floss_loss": 0.00012145953951403499, + "kl_loss": 0.03851567581295967, + "lyap1_mean": -0.005472735036164522, + "lyap1_max": 0.010534333065152168, + "lyap_mean": -0.00852225162088871, + "volume_mean": -0.00852225162088871, + "volume_max": -0.00017241435125470161, + "frac_active": 0.125 + }, + { + "step": 450, + "loss": 0.3369617164134979, + "floss_loss": 0.00010135400953004137, + "kl_loss": 0.03368603438138962, + "lyap1_mean": -0.003307035658508539, + "lyap1_max": -0.0011066744336858392, + "lyap_mean": -0.00581949669867754, + "volume_mean": -0.00581949669867754, + "volume_max": 0.0035747280344367027, + "frac_active": 0.1875 + }, + { + "step": 451, + "loss": 0.26035985350608826, + "floss_loss": 6.924521585460752e-05, + "kl_loss": 0.026029063388705254, + "lyap1_mean": 0.004672178532928228, + "lyap1_max": 0.021637575700879097, + "lyap_mean": -0.0027607777155935764, + "volume_mean": -0.0027607777155935764, + "volume_max": 0.0034460495226085186, + "frac_active": 0.1875 + }, + { + "step": 452, + "loss": 0.24168550968170166, + "floss_loss": 4.3904761696467176e-05, + "kl_loss": 0.02416416071355343, + "lyap1_mean": -0.0021043873857706785, + "lyap1_max": 0.0018478352576494217, + "lyap_mean": -0.004751889500766993, + "volume_mean": -0.004751889500766993, + "volume_max": 7.596985960844904e-05, + "frac_active": 0.3125 + }, + { + "step": 453, + "loss": 0.3045896887779236, + "floss_loss": 4.396117583382875e-05, + "kl_loss": 0.030454574152827263, + "lyap1_mean": -0.0009114141575992107, + "lyap1_max": 0.010768073610961437, + "lyap_mean": -0.0016894483705982566, + "volume_mean": -0.0016894483705982566, + "volume_max": 0.0023831124417483807, + "frac_active": 0.375 + }, + { + "step": 454, + "loss": 0.164525106549263, + "floss_loss": 0.0001975760969799012, + "kl_loss": 0.016432752832770348, + "lyap1_mean": -0.010616166517138481, + "lyap1_max": -0.0047963340766727924, + "lyap_mean": -0.011996272020041943, + "volume_mean": -0.011996272020041943, + "volume_max": -0.005603622645139694, + "frac_active": 0.0625 + }, + { + "step": 455, + "loss": 0.20802779495716095, + "floss_loss": 0.00014109333278611302, + "kl_loss": 0.02078866958618164, + "lyap1_mean": 0.01252937875688076, + "lyap1_max": 0.027749884873628616, + "lyap_mean": 0.0048828125, + "volume_mean": 0.0048828125, + "volume_max": 0.013674283400177956, + "frac_active": 0.5625 + }, + { + "step": 456, + "loss": 0.2733783423900604, + "floss_loss": 8.297676686197519e-05, + "kl_loss": 0.02732953615486622, + "lyap1_mean": 0.004938188940286636, + "lyap1_max": 0.01610439456999302, + "lyap_mean": 0.00030673673609271646, + "volume_mean": 0.00030673673609271646, + "volume_max": 0.006530665792524815, + "frac_active": 0.3125 + }, + { + "step": 457, + "loss": 0.2840368449687958, + "floss_loss": 0.00030572028481401503, + "kl_loss": 0.02837311290204525, + "lyap1_mean": -0.004121807403862476, + "lyap1_max": 0.018619485199451447, + "lyap_mean": -0.009564748965203762, + "volume_mean": -0.009564748965203762, + "volume_max": -0.0008356529287993908, + "frac_active": 0.125 + }, + { + "step": 458, + "loss": 0.178431898355484, + "floss_loss": 0.0002455147332511842, + "kl_loss": 0.017818639054894447, + "lyap1_mean": 0.011670931242406368, + "lyap1_max": 0.02852139063179493, + "lyap_mean": 0.010169395245611668, + "volume_mean": 0.010169395245611668, + "volume_max": 0.020654182881116867, + "frac_active": 0.6875 + }, + { + "step": 459, + "loss": 0.3053043782711029, + "floss_loss": 9.923095058184117e-05, + "kl_loss": 0.030520513653755188, + "lyap1_mean": 0.010753622278571129, + "lyap1_max": 0.01305202767252922, + "lyap_mean": 0.0016649486497044563, + "volume_mean": 0.0016649486497044563, + "volume_max": 0.0066561647690832615, + "frac_active": 0.625 + }, + { + "step": 460, + "loss": 0.3194831907749176, + "floss_loss": 0.0001871965650934726, + "kl_loss": 0.03192960098385811, + "lyap1_mean": 0.011047838255763054, + "lyap1_max": 0.033221013844013214, + "lyap_mean": 0.003934135660529137, + "volume_mean": 0.003934135660529137, + "volume_max": 0.018618635833263397, + "frac_active": 0.625 + }, + { + "step": 461, + "loss": 0.18538692593574524, + "floss_loss": 0.00010170903988182545, + "kl_loss": 0.018528521060943604, + "lyap1_mean": 0.009413800202310085, + "lyap1_max": 0.020481562241911888, + "lyap_mean": 0.0047165388241410255, + "volume_mean": 0.0047165388241410255, + "volume_max": 0.01197223924100399, + "frac_active": 0.75 + }, + { + "step": 462, + "loss": 0.5809723734855652, + "floss_loss": 9.731852333061397e-05, + "kl_loss": 0.05808750167489052, + "lyap1_mean": -0.004915723577141762, + "lyap1_max": 0.007486353628337383, + "lyap_mean": -0.006471653934568167, + "volume_mean": -0.006471653934568167, + "volume_max": 0.0010768786305561662, + "frac_active": 0.25 + }, + { + "step": 463, + "loss": 0.31065645813941956, + "floss_loss": 7.823539635865018e-05, + "kl_loss": 0.031057823449373245, + "lyap1_mean": -0.0006913093966431916, + "lyap1_max": 0.010461130179464817, + "lyap_mean": -0.002123354934155941, + "volume_mean": -0.002123354934155941, + "volume_max": 0.0062407683581113815, + "frac_active": 0.375 + }, + { + "step": 464, + "loss": 0.42570966482162476, + "floss_loss": 9.95306036202237e-05, + "kl_loss": 0.042561013251543045, + "lyap1_mean": 0.005723780021071434, + "lyap1_max": 0.019127747043967247, + "lyap_mean": 0.002521372167393565, + "volume_mean": 0.002521372167393565, + "volume_max": 0.011836141347885132, + "frac_active": 0.5625 + }, + { + "step": 465, + "loss": 0.4790860414505005, + "floss_loss": 0.0003572853747755289, + "kl_loss": 0.0478728748857975, + "lyap1_mean": -0.004681567195802927, + "lyap1_max": 0.012850874103605747, + "lyap_mean": -0.010373562574386597, + "volume_mean": -0.010373562574386597, + "volume_max": 0.003052609506994486, + "frac_active": 0.25 + }, + { + "step": 466, + "loss": 0.2982342839241028, + "floss_loss": 0.0002686342631932348, + "kl_loss": 0.02979656495153904, + "lyap1_mean": -0.011163365095853806, + "lyap1_max": -0.0017584835877642035, + "lyap_mean": -0.013167962431907654, + "volume_mean": -0.013167962431907654, + "volume_max": -0.003855006769299507, + "frac_active": 0.0625 + }, + { + "step": 467, + "loss": 0.3016364574432373, + "floss_loss": 0.000695171533152461, + "kl_loss": 0.030094129964709282, + "lyap1_mean": -0.024825982749462128, + "lyap1_max": -0.012902568094432354, + "lyap_mean": -0.02389867976307869, + "volume_mean": -0.02389867976307869, + "volume_max": -0.007692337967455387, + "frac_active": 0.0 + }, + { + "step": 468, + "loss": 0.26984265446662903, + "floss_loss": 0.00022905315563548356, + "kl_loss": 0.02696135826408863, + "lyap1_mean": -0.006644735112786293, + "lyap1_max": 0.006524188909679651, + "lyap_mean": -0.012151183560490608, + "volume_mean": -0.012151183560490608, + "volume_max": -5.989568307995796e-05, + "frac_active": 0.125 + }, + { + "step": 469, + "loss": 0.28775495290756226, + "floss_loss": 4.658516627387144e-05, + "kl_loss": 0.02877083607017994, + "lyap1_mean": -0.006283200345933437, + "lyap1_max": -0.0017531777266412973, + "lyap_mean": -0.0044457265175879, + "volume_mean": -0.0044457265175879, + "volume_max": -0.0014859598595649004, + "frac_active": 0.1875 + }, + { + "step": 470, + "loss": 0.25806066393852234, + "floss_loss": 6.135118746897206e-05, + "kl_loss": 0.025799930095672607, + "lyap1_mean": -0.00417732447385788, + "lyap1_max": -0.0005734027945436537, + "lyap_mean": -0.006221619434654713, + "volume_mean": -0.006221619434654713, + "volume_max": -0.003345395438373089, + "frac_active": 0.0 + }, + { + "step": 471, + "loss": 0.29679518938064575, + "floss_loss": 3.420759821892716e-05, + "kl_loss": 0.029676096513867378, + "lyap1_mean": -0.0015815815422683954, + "lyap1_max": 0.005771625321358442, + "lyap_mean": -0.0021727129351347685, + "volume_mean": -0.0021727129351347685, + "volume_max": 0.0006768802413716912, + "frac_active": 0.3125 + }, + { + "step": 472, + "loss": 0.3241017460823059, + "floss_loss": 0.0001655559171922505, + "kl_loss": 0.032393619418144226, + "lyap1_mean": 0.012934088706970215, + "lyap1_max": 0.019986677914857864, + "lyap_mean": 0.00985284149646759, + "volume_mean": 0.00985284149646759, + "volume_max": 0.01874496415257454, + "frac_active": 0.9375 + }, + { + "step": 473, + "loss": 0.3293744623661041, + "floss_loss": 0.00018087541684508324, + "kl_loss": 0.03291935846209526, + "lyap1_mean": 0.0033543845638632774, + "lyap1_max": 0.02304934523999691, + "lyap_mean": -0.0018813629867509007, + "volume_mean": -0.0018813629867509007, + "volume_max": 0.014854284934699535, + "frac_active": 0.25 + }, + { + "step": 474, + "loss": 0.3470434546470642, + "floss_loss": 5.1577277190517634e-05, + "kl_loss": 0.03469918668270111, + "lyap1_mean": 0.005482858046889305, + "lyap1_max": 0.014728852547705173, + "lyap_mean": 0.003077078377828002, + "volume_mean": 0.003077078377828002, + "volume_max": 0.011073904111981392, + "frac_active": 0.6875 + }, + { + "step": 475, + "loss": 0.25435253977775574, + "floss_loss": 0.00019095276365987957, + "kl_loss": 0.025416160002350807, + "lyap1_mean": 0.012680952437222004, + "lyap1_max": 0.03262748941779137, + "lyap_mean": 0.006940754596143961, + "volume_mean": 0.006940754596143961, + "volume_max": 0.021419718861579895, + "frac_active": 0.625 + }, + { + "step": 476, + "loss": 0.2488202303647995, + "floss_loss": 6.0266960645094514e-05, + "kl_loss": 0.024875996634364128, + "lyap1_mean": -0.0017387993866577744, + "lyap1_max": 0.004218112211674452, + "lyap_mean": -0.004700218327343464, + "volume_mean": -0.004700218327343464, + "volume_max": -0.0018212294671684504, + "frac_active": 0.25 + }, + { + "step": 477, + "loss": 0.15868031978607178, + "floss_loss": 0.0001970124721992761, + "kl_loss": 0.015848331153392792, + "lyap1_mean": 0.00920847151428461, + "lyap1_max": 0.025218980386853218, + "lyap_mean": 0.0029046284034848213, + "volume_mean": 0.0029046284034848213, + "volume_max": 0.020584309473633766, + "frac_active": 0.5625 + }, + { + "step": 478, + "loss": 0.3567173480987549, + "floss_loss": 0.00014067659503780305, + "kl_loss": 0.03565766662359238, + "lyap1_mean": -0.005363353993743658, + "lyap1_max": 0.000692434492520988, + "lyap_mean": -0.01020556315779686, + "volume_mean": -0.01020556315779686, + "volume_max": -0.00290459836833179, + "frac_active": 0.0625 + }, + { + "step": 479, + "loss": 0.3041524291038513, + "floss_loss": 0.00012328187585808337, + "kl_loss": 0.030402913689613342, + "lyap1_mean": 0.014535216614603996, + "lyap1_max": 0.026651376858353615, + "lyap_mean": 0.0007485895184800029, + "volume_mean": 0.0007485895184800029, + "volume_max": 0.003990259952843189, + "frac_active": 0.3125 + }, + { + "step": 480, + "loss": 0.3199961483478546, + "floss_loss": 0.00013329254579730332, + "kl_loss": 0.031986285001039505, + "lyap1_mean": -0.004222536459565163, + "lyap1_max": 0.009709123522043228, + "lyap_mean": -0.004815316293388605, + "volume_mean": -0.004815316293388605, + "volume_max": 0.007470431737601757, + "frac_active": 0.3125 + }, + { + "step": 481, + "loss": 0.3832969069480896, + "floss_loss": 6.686678534606472e-05, + "kl_loss": 0.03832300379872322, + "lyap1_mean": -0.0013866283698007464, + "lyap1_max": 0.006003531627357006, + "lyap_mean": -0.006179005838930607, + "volume_mean": -0.006179005838930607, + "volume_max": -0.001864773454144597, + "frac_active": 0.0625 + }, + { + "step": 482, + "loss": 0.25592151284217834, + "floss_loss": 8.781741780694574e-05, + "kl_loss": 0.02558336779475212, + "lyap1_mean": -0.0013448263052850962, + "lyap1_max": 0.0024981603492051363, + "lyap_mean": -0.005673505365848541, + "volume_mean": -0.005673505365848541, + "volume_max": 0.00042955169919878244, + "frac_active": 0.3125 + }, + { + "step": 483, + "loss": 0.2858031094074249, + "floss_loss": 0.0001757103018462658, + "kl_loss": 0.028562739491462708, + "lyap1_mean": -0.0031811147928237915, + "lyap1_max": 0.00973997637629509, + "lyap_mean": -0.006761206313967705, + "volume_mean": -0.006761206313967705, + "volume_max": 0.004273229278624058, + "frac_active": 0.25 + }, + { + "step": 484, + "loss": 0.24309498071670532, + "floss_loss": 0.00026398885529488325, + "kl_loss": 0.02428309991955757, + "lyap1_mean": -0.013779336586594582, + "lyap1_max": -0.005162074696272612, + "lyap_mean": -0.014612155966460705, + "volume_mean": -0.014612155966460705, + "volume_max": -0.006655748002231121, + "frac_active": 0.0 + }, + { + "step": 485, + "loss": 0.5591369867324829, + "floss_loss": 0.00020529743051156402, + "kl_loss": 0.05589316785335541, + "lyap1_mean": 0.001910895574837923, + "lyap1_max": 0.015756888315081596, + "lyap_mean": -0.00859428197145462, + "volume_mean": -0.00859428197145462, + "volume_max": 0.00041857105679810047, + "frac_active": 0.3125 + }, + { + "step": 486, + "loss": 0.2696172297000885, + "floss_loss": 0.0003427234769333154, + "kl_loss": 0.02692745067179203, + "lyap1_mean": -0.015422258526086807, + "lyap1_max": -0.006487723905593157, + "lyap_mean": -0.017334483563899994, + "volume_mean": -0.017334483563899994, + "volume_max": -0.012895765714347363, + "frac_active": 0.0 + }, + { + "step": 487, + "loss": 0.2240576148033142, + "floss_loss": 0.0001263611193280667, + "kl_loss": 0.022393126040697098, + "lyap1_mean": -0.0021457471884787083, + "lyap1_max": 0.004710844252258539, + "lyap_mean": -0.006529409904032946, + "volume_mean": -0.006529409904032946, + "volume_max": 0.004871497396379709, + "frac_active": 0.1875 + }, + { + "step": 488, + "loss": 0.38659897446632385, + "floss_loss": 0.0002545433526393026, + "kl_loss": 0.038634441792964935, + "lyap1_mean": -0.013206858187913895, + "lyap1_max": 0.002197075868025422, + "lyap_mean": -0.014303634874522686, + "volume_mean": -0.014303634874522686, + "volume_max": -0.010377535596489906, + "frac_active": 0.0625 + }, + { + "step": 489, + "loss": 0.3662464916706085, + "floss_loss": 0.00019338249694555998, + "kl_loss": 0.03660530969500542, + "lyap1_mean": -0.006694752722978592, + "lyap1_max": 0.006432893220335245, + "lyap_mean": -0.011304594576358795, + "volume_mean": -0.011304594576358795, + "volume_max": -0.0069494703784585, + "frac_active": 0.0625 + }, + { + "step": 490, + "loss": 0.1910959929227829, + "floss_loss": 0.00013203301932662725, + "kl_loss": 0.01909639500081539, + "lyap1_mean": -0.005610155873000622, + "lyap1_max": 0.012676538899540901, + "lyap_mean": -0.00781496986746788, + "volume_mean": -0.00781496986746788, + "volume_max": -0.0008753207512199879, + "frac_active": 0.1875 + }, + { + "step": 491, + "loss": 1.2009166479110718, + "floss_loss": 0.0002738822950050235, + "kl_loss": 0.12006428837776184, + "lyap1_mean": -0.008356180042028427, + "lyap1_max": 0.007035958115011454, + "lyap_mean": -0.014933168888092041, + "volume_mean": -0.014933168888092041, + "volume_max": -0.009899364784359932, + "frac_active": 0.0625 + }, + { + "step": 492, + "loss": 0.2875405251979828, + "floss_loss": 9.2828951892443e-05, + "kl_loss": 0.028744768351316452, + "lyap1_mean": -0.002387974876910448, + "lyap1_max": 0.005905994679778814, + "lyap_mean": -0.005980554968118668, + "volume_mean": -0.005980554968118668, + "volume_max": 0.0011631835950538516, + "frac_active": 0.25 + }, + { + "step": 493, + "loss": 0.25397178530693054, + "floss_loss": 0.00010544469114392996, + "kl_loss": 0.025386633351445198, + "lyap1_mean": -0.0005209211958572268, + "lyap1_max": 0.014142598956823349, + "lyap_mean": -0.006661063525825739, + "volume_mean": -0.006661063525825739, + "volume_max": 0.0007371143437922001, + "frac_active": 0.125 + }, + { + "step": 494, + "loss": 0.35137227177619934, + "floss_loss": 0.00031127248075790703, + "kl_loss": 0.035106100142002106, + "lyap1_mean": -0.0029403662774711847, + "lyap1_max": 0.015249314717948437, + "lyap_mean": -0.009317319840192795, + "volume_mean": -0.009317319840192795, + "volume_max": 0.008420249447226524, + "frac_active": 0.3125 + }, + { + "step": 495, + "loss": 0.24840061366558075, + "floss_loss": 3.400592686375603e-05, + "kl_loss": 0.02483666129410267, + "lyap1_mean": 0.00027881970163434744, + "lyap1_max": 0.005699230823665857, + "lyap_mean": -0.0013190482277423143, + "volume_mean": -0.0013190482277423143, + "volume_max": 0.0030218716710805893, + "frac_active": 0.3125 + }, + { + "step": 496, + "loss": 0.3720506727695465, + "floss_loss": 4.55567569588311e-05, + "kl_loss": 0.03720051050186157, + "lyap1_mean": 0.005975417792797089, + "lyap1_max": 0.013024869374930859, + "lyap_mean": 0.0008145913598127663, + "volume_mean": 0.0008145913598127663, + "volume_max": 0.006740645505487919, + "frac_active": 0.5625 + }, + { + "step": 497, + "loss": 0.4111747443675995, + "floss_loss": 0.0002978438569698483, + "kl_loss": 0.041087690740823746, + "lyap1_mean": -0.002442651428282261, + "lyap1_max": 0.02007380686700344, + "lyap_mean": -0.004608362913131714, + "volume_mean": -0.004608362913131714, + "volume_max": 0.012163406237959862, + "frac_active": 0.4375 + }, + { + "step": 498, + "loss": 0.3084067106246948, + "floss_loss": 5.5445550970034674e-05, + "kl_loss": 0.03083512745797634, + "lyap1_mean": 0.0008167533669620752, + "lyap1_max": 0.010597714222967625, + "lyap_mean": -0.0005695611471310258, + "volume_mean": -0.0005695611471310258, + "volume_max": 0.005058505106717348, + "frac_active": 0.375 + }, + { + "step": 499, + "loss": 0.18024350702762604, + "floss_loss": 5.8540652389638126e-05, + "kl_loss": 0.01801849529147148, + "lyap1_mean": 0.00878806784749031, + "lyap1_max": 0.011588695459067822, + "lyap_mean": 0.0018037448171526194, + "volume_mean": 0.0018037448171526194, + "volume_max": 0.008622938767075539, + "frac_active": 0.5 + } + ] + } + ], + "evals": [ + { + "kind": "initial", + "train_step": 0, + "acc": 0.59765625, + "tok_acc": 0.8614245756172839 + }, + { + "kind": "after_floss", + "train_step": 0, + "episode": 0, + "acc": 0.025390625, + "tok_acc": 0.6345727237654321 + }, + { + "kind": "after_floss", + "train_step": 500, + "episode": 1, + "acc": 0.013671875, + "tok_acc": 0.6422405478395061 + }, + { + "kind": "task", + "train_step": 1000, + "acc": 0.041015625, + "tok_acc": 0.6760223765432098 + }, + { + "kind": "task", + "train_step": 2000, + "acc": 0.322265625, + "tok_acc": 0.7650945216049383 + }, + { + "kind": "task", + "train_step": 3000, + "acc": 0.439453125, + "tok_acc": 0.8069540895061729 + }, + { + "kind": "task", + "train_step": 4000, + "acc": 0.515625, + "tok_acc": 0.8287760416666666 + }, + { + "kind": "task", + "train_step": 5000, + "acc": 0.498046875, + "tok_acc": 0.8277633101851852 + }, + { + "kind": "task", + "train_step": 6000, + "acc": 0.57421875, + "tok_acc": 0.8464506172839507 + }, + { + "kind": "task", + "train_step": 7000, + "acc": 0.556640625, + "tok_acc": 0.8420621141975309 + }, + { + "kind": "task", + "train_step": 8000, + "acc": 0.55859375, + "tok_acc": 0.8435329861111112 + }, + { + "kind": "task", + "train_step": 9000, + "acc": 0.5546875, + "tok_acc": 0.841820987654321 + }, + { + "kind": "task", + "train_step": 10000, + "acc": 0.595703125, + "tok_acc": 0.8568672839506173 + }, + { + "kind": "final", + "train_step": 10000, + "acc": 0.595703125, + "tok_acc": 0.8568672839506173 + } + ], + "final_acc": 0.595703125, + "final_tok_acc": 0.8568672839506173 +}
\ No newline at end of file |