summaryrefslogtreecommitdiff
path: root/research/flossing/ab_baseline.json
diff options
context:
space:
mode:
authorYurenHao0426 <blackhao0426@gmail.com>2026-06-13 12:35:36 -0500
committerYurenHao0426 <blackhao0426@gmail.com>2026-06-13 12:35:36 -0500
commit66e0d8b9fd4d0f7a2231d689c055e26fdf1cf04a (patch)
treec29cba61124018755a19b02c9d33e3ad5f2e05cc /research/flossing/ab_baseline.json
rrm workspace: TRM/HRM/SRM code, Maze dataset, dynamical-analysis pipelineHEADmain
Curated export for clone-and-run Maze training (2x A6000) + diagnostics. trm/hrm pretrain.py carry trajectory-augmentation code (backward-compatible). Heavy artifacts (checkpoints/wandb/npz) gitignored; see PROVENANCE.md. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Diffstat (limited to 'research/flossing/ab_baseline.json')
-rw-r--r--research/flossing/ab_baseline.json1834
1 files changed, 1834 insertions, 0 deletions
diff --git a/research/flossing/ab_baseline.json b/research/flossing/ab_baseline.json
new file mode 100644
index 0000000..2c9e72f
--- /dev/null
+++ b/research/flossing/ab_baseline.json
@@ -0,0 +1,1834 @@
+{
+ "args": {
+ "ckpt_root": "/home/yurenh2/rrm/hrm/checkpoints/Sudoku-extreme-1k-aug-1000 ACT-torch/HierarchicalReasoningModel_ACTV1 righteous-python",
+ "ckpt_name": "step_26040",
+ "n_steps": 200,
+ "batch_size": 8,
+ "lr": 5e-06,
+ "alpha_rf": 0.0,
+ "lambda_star": -0.85,
+ "k_lyap": 2,
+ "lyap_act_steps": 4,
+ "rf_mode": "fixed",
+ "rf_eps": 1e-06,
+ "seed": 42,
+ "eval_every": 50,
+ "eval_n": 512,
+ "eval_batch_size": 32,
+ "out": "ab_baseline.json"
+ },
+ "initial_acc": 0.517578125,
+ "initial_tok_acc": 0.8276668595679012,
+ "steps": [
+ {
+ "step": 0,
+ "sup_loss": 0.5692796107486419,
+ "rf_loss": 0.0188673734664917,
+ "total_loss": 0.5692796107486419,
+ "mean_lyap": -0.8058679103851318,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.5
+ },
+ {
+ "step": 1,
+ "sup_loss": 0.44216542344132326,
+ "rf_loss": 0.008090442977845669,
+ "total_loss": 0.44216542344132326,
+ "mean_lyap": -0.8389676809310913,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.375
+ },
+ {
+ "step": 2,
+ "sup_loss": 0.7179927810809378,
+ "rf_loss": 0.02125377207994461,
+ "total_loss": 0.7179927810809378,
+ "mean_lyap": -0.772433876991272,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.625
+ },
+ {
+ "step": 3,
+ "sup_loss": 0.5924383523500246,
+ "rf_loss": 0.011564759537577629,
+ "total_loss": 0.5924383523500246,
+ "mean_lyap": -0.8060556650161743,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 4,
+ "sup_loss": 0.556722850089877,
+ "rf_loss": 0.0227561853826046,
+ "total_loss": 0.556722850089877,
+ "mean_lyap": -0.7509233951568604,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 5,
+ "sup_loss": 0.8150128306870151,
+ "rf_loss": 0.029057025909423828,
+ "total_loss": 0.8150128306870151,
+ "mean_lyap": -0.7090215086936951,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 6,
+ "sup_loss": 0.573086816912248,
+ "rf_loss": 0.015127853490412235,
+ "total_loss": 0.573086816912248,
+ "mean_lyap": -0.7678287029266357,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 7,
+ "sup_loss": 0.608783918182104,
+ "rf_loss": 0.019849684089422226,
+ "total_loss": 0.608783918182104,
+ "mean_lyap": -0.7466349005699158,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 8,
+ "sup_loss": 0.8013712427010381,
+ "rf_loss": 0.024912847205996513,
+ "total_loss": 0.8013712427010381,
+ "mean_lyap": -0.7160708904266357,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 9,
+ "sup_loss": 0.8611781132773041,
+ "rf_loss": 0.02378900721669197,
+ "total_loss": 0.8611781132773041,
+ "mean_lyap": -0.7170447111129761,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 10,
+ "sup_loss": 0.603850205329637,
+ "rf_loss": 0.02224445343017578,
+ "total_loss": 0.603850205329637,
+ "mean_lyap": -0.7423288822174072,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 11,
+ "sup_loss": 0.5935196770689526,
+ "rf_loss": 0.017126888036727905,
+ "total_loss": 0.5935196770689526,
+ "mean_lyap": -0.7946580648422241,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.625
+ },
+ {
+ "step": 12,
+ "sup_loss": 0.4828408869062336,
+ "rf_loss": 0.0137407211586833,
+ "total_loss": 0.4828408869062336,
+ "mean_lyap": -0.7682695388793945,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 13,
+ "sup_loss": 0.6836410110691055,
+ "rf_loss": 0.020328622311353683,
+ "total_loss": 0.6836410110691055,
+ "mean_lyap": -0.741506040096283,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 14,
+ "sup_loss": 0.6211160413092429,
+ "rf_loss": 0.01726095750927925,
+ "total_loss": 0.6211160413092429,
+ "mean_lyap": -0.7909979224205017,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.625
+ },
+ {
+ "step": 15,
+ "sup_loss": 0.7067292512448923,
+ "rf_loss": 0.013877086341381073,
+ "total_loss": 0.7067292512448923,
+ "mean_lyap": -0.780184268951416,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 16,
+ "sup_loss": 0.5147661194638552,
+ "rf_loss": 0.012162098661065102,
+ "total_loss": 0.5147661194638552,
+ "mean_lyap": -0.7706966996192932,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 17,
+ "sup_loss": 0.7133729104702038,
+ "rf_loss": 0.027364332228899002,
+ "total_loss": 0.7133729104702038,
+ "mean_lyap": -0.7124254703521729,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 18,
+ "sup_loss": 0.6053845994506637,
+ "rf_loss": 0.018460115417838097,
+ "total_loss": 0.6053845994506637,
+ "mean_lyap": -0.7781225442886353,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 19,
+ "sup_loss": 0.47194613694069043,
+ "rf_loss": 0.011388372629880905,
+ "total_loss": 0.47194613694069043,
+ "mean_lyap": -0.8060376048088074,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.5
+ },
+ {
+ "step": 20,
+ "sup_loss": 0.6011921668060978,
+ "rf_loss": 0.015685610473155975,
+ "total_loss": 0.6011921668060978,
+ "mean_lyap": -0.7717862129211426,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 21,
+ "sup_loss": 0.5884581598601081,
+ "rf_loss": 0.024047259241342545,
+ "total_loss": 0.5884581598601081,
+ "mean_lyap": -0.7246743440628052,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 22,
+ "sup_loss": 0.5379079542528139,
+ "rf_loss": 0.01822628453373909,
+ "total_loss": 0.5379079542528139,
+ "mean_lyap": -0.7664903402328491,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 23,
+ "sup_loss": 0.5228693137725087,
+ "rf_loss": 0.01828143000602722,
+ "total_loss": 0.5228693137725087,
+ "mean_lyap": -0.7506092190742493,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 24,
+ "sup_loss": 0.6359728331729679,
+ "rf_loss": 0.014887947589159012,
+ "total_loss": 0.6359728331729679,
+ "mean_lyap": -0.7469883561134338,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 25,
+ "sup_loss": 0.7589778317342881,
+ "rf_loss": 0.027633272111415863,
+ "total_loss": 0.7589778317342881,
+ "mean_lyap": -0.7086294889450073,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 26,
+ "sup_loss": 0.7816825484183515,
+ "rf_loss": 0.02294420450925827,
+ "total_loss": 0.7816825484183515,
+ "mean_lyap": -0.7194583415985107,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 27,
+ "sup_loss": 0.40752060809355906,
+ "rf_loss": 0.00869689043611288,
+ "total_loss": 0.40752060809355906,
+ "mean_lyap": -0.853058397769928,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.5
+ },
+ {
+ "step": 28,
+ "sup_loss": 0.7598342200180294,
+ "rf_loss": 0.03639621287584305,
+ "total_loss": 0.7598342200180294,
+ "mean_lyap": -0.6926866769790649,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 29,
+ "sup_loss": 0.7346288749325594,
+ "rf_loss": 0.02920931950211525,
+ "total_loss": 0.7346288749325594,
+ "mean_lyap": -0.7217535972595215,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 30,
+ "sup_loss": 0.7777219884619142,
+ "rf_loss": 0.02019217610359192,
+ "total_loss": 0.7777219884619142,
+ "mean_lyap": -0.7585852146148682,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 31,
+ "sup_loss": 0.62066619383762,
+ "rf_loss": 0.02644718810915947,
+ "total_loss": 0.62066619383762,
+ "mean_lyap": -0.7444592714309692,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 32,
+ "sup_loss": 0.6670801201641591,
+ "rf_loss": 0.022040028125047684,
+ "total_loss": 0.6670801201641591,
+ "mean_lyap": -0.7274681329727173,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 33,
+ "sup_loss": 0.4943865516639496,
+ "rf_loss": 0.018601693212985992,
+ "total_loss": 0.4943865516639496,
+ "mean_lyap": -0.7411475777626038,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 1.0
+ },
+ {
+ "step": 34,
+ "sup_loss": 0.6997482393491802,
+ "rf_loss": 0.015254433266818523,
+ "total_loss": 0.6997482393491802,
+ "mean_lyap": -0.7534999847412109,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 35,
+ "sup_loss": 0.43278240473618146,
+ "rf_loss": 0.00983005203306675,
+ "total_loss": 0.43278240473618146,
+ "mean_lyap": -0.833416759967804,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.5
+ },
+ {
+ "step": 36,
+ "sup_loss": 0.6031542975352331,
+ "rf_loss": 0.01650114357471466,
+ "total_loss": 0.6031542975352331,
+ "mean_lyap": -0.7596582770347595,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 37,
+ "sup_loss": 0.8032300956495472,
+ "rf_loss": 0.020659850910305977,
+ "total_loss": 0.8032300956495472,
+ "mean_lyap": -0.7174378037452698,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 1.0
+ },
+ {
+ "step": 38,
+ "sup_loss": 0.5121771257965528,
+ "rf_loss": 0.013280767016112804,
+ "total_loss": 0.5121771257965528,
+ "mean_lyap": -0.786674976348877,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.625
+ },
+ {
+ "step": 39,
+ "sup_loss": 0.7275060381637447,
+ "rf_loss": 0.0203658826649189,
+ "total_loss": 0.7275060381637447,
+ "mean_lyap": -0.7346393465995789,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 40,
+ "sup_loss": 0.6514353098353729,
+ "rf_loss": 0.021555598825216293,
+ "total_loss": 0.6514353098353729,
+ "mean_lyap": -0.7274446487426758,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 1.0
+ },
+ {
+ "step": 41,
+ "sup_loss": 0.49709373743651797,
+ "rf_loss": 0.016344700008630753,
+ "total_loss": 0.49709373743651797,
+ "mean_lyap": -0.7981948256492615,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 42,
+ "sup_loss": 0.7065703530147928,
+ "rf_loss": 0.02221592701971531,
+ "total_loss": 0.7065703530147928,
+ "mean_lyap": -0.7542256712913513,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 43,
+ "sup_loss": 0.7090396772089527,
+ "rf_loss": 0.016372324898838997,
+ "total_loss": 0.7090396772089527,
+ "mean_lyap": -0.7794075012207031,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 44,
+ "sup_loss": 0.9289881086289538,
+ "rf_loss": 0.033044710755348206,
+ "total_loss": 0.9289881086289538,
+ "mean_lyap": -0.6806827783584595,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 1.0
+ },
+ {
+ "step": 45,
+ "sup_loss": 0.6448505333994983,
+ "rf_loss": 0.014616364613175392,
+ "total_loss": 0.6448505333994983,
+ "mean_lyap": -0.7577605247497559,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 46,
+ "sup_loss": 0.6382476558440502,
+ "rf_loss": 0.026464039459824562,
+ "total_loss": 0.6382476558440502,
+ "mean_lyap": -0.7286443710327148,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 47,
+ "sup_loss": 0.6398566142673036,
+ "rf_loss": 0.01438322477042675,
+ "total_loss": 0.6398566142673036,
+ "mean_lyap": -0.7668901681900024,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.625
+ },
+ {
+ "step": 48,
+ "sup_loss": 0.563725057322177,
+ "rf_loss": 0.01295809168368578,
+ "total_loss": 0.563725057322177,
+ "mean_lyap": -0.8093639612197876,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.5
+ },
+ {
+ "step": 49,
+ "sup_loss": 0.5697769070491401,
+ "rf_loss": 0.013909493573009968,
+ "total_loss": 0.5697769070491401,
+ "mean_lyap": -0.7570986747741699,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875,
+ "eval_acc": 0.552734375,
+ "eval_tok_acc": 0.8404706790123457
+ },
+ {
+ "step": 50,
+ "sup_loss": 0.5826585723900255,
+ "rf_loss": 0.0233764685690403,
+ "total_loss": 0.5826585723900255,
+ "mean_lyap": -0.7396541833877563,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 51,
+ "sup_loss": 0.790284612106612,
+ "rf_loss": 0.020453739911317825,
+ "total_loss": 0.790284612106612,
+ "mean_lyap": -0.7257196307182312,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 52,
+ "sup_loss": 0.5531537291386107,
+ "rf_loss": 0.016834422945976257,
+ "total_loss": 0.5531537291386107,
+ "mean_lyap": -0.8007345795631409,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.625
+ },
+ {
+ "step": 53,
+ "sup_loss": 0.6352155311914186,
+ "rf_loss": 0.013691319152712822,
+ "total_loss": 0.6352155311914186,
+ "mean_lyap": -0.7804731130599976,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 54,
+ "sup_loss": 0.6188030821523791,
+ "rf_loss": 0.008023826405405998,
+ "total_loss": 0.6188030821523791,
+ "mean_lyap": -0.7914124727249146,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 55,
+ "sup_loss": 0.6814536327347118,
+ "rf_loss": 0.014042635448276997,
+ "total_loss": 0.6814536327347118,
+ "mean_lyap": -0.7954126596450806,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.625
+ },
+ {
+ "step": 56,
+ "sup_loss": 0.5377735327434082,
+ "rf_loss": 0.0090873334556818,
+ "total_loss": 0.5377735327434082,
+ "mean_lyap": -0.8083645105361938,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.625
+ },
+ {
+ "step": 57,
+ "sup_loss": 0.6449342931850235,
+ "rf_loss": 0.0221039317548275,
+ "total_loss": 0.6449342931850235,
+ "mean_lyap": -0.7603305578231812,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.625
+ },
+ {
+ "step": 58,
+ "sup_loss": 0.66538010054372,
+ "rf_loss": 0.013639635406434536,
+ "total_loss": 0.66538010054372,
+ "mean_lyap": -0.7493693232536316,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 59,
+ "sup_loss": 0.44518168701931965,
+ "rf_loss": 0.009685002267360687,
+ "total_loss": 0.44518168701931965,
+ "mean_lyap": -0.8124280571937561,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.5
+ },
+ {
+ "step": 60,
+ "sup_loss": 0.7009587615205658,
+ "rf_loss": 0.016143623739480972,
+ "total_loss": 0.7009587615205658,
+ "mean_lyap": -0.7512706518173218,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 61,
+ "sup_loss": 0.5436809132351307,
+ "rf_loss": 0.01747089996933937,
+ "total_loss": 0.5436809132351307,
+ "mean_lyap": -0.7507422566413879,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 62,
+ "sup_loss": 0.4203695930318393,
+ "rf_loss": 0.012806981801986694,
+ "total_loss": 0.4203695930318393,
+ "mean_lyap": -0.7961456775665283,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.5
+ },
+ {
+ "step": 63,
+ "sup_loss": 0.7150037589508791,
+ "rf_loss": 0.015982968732714653,
+ "total_loss": 0.7150037589508791,
+ "mean_lyap": -0.7318211197853088,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 1.0
+ },
+ {
+ "step": 64,
+ "sup_loss": 0.652219758719418,
+ "rf_loss": 0.023553067818284035,
+ "total_loss": 0.652219758719418,
+ "mean_lyap": -0.7388643026351929,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 65,
+ "sup_loss": 0.837005725572724,
+ "rf_loss": 0.026055293157696724,
+ "total_loss": 0.837005725572724,
+ "mean_lyap": -0.7198929786682129,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 66,
+ "sup_loss": 0.6202614566734284,
+ "rf_loss": 0.020005282014608383,
+ "total_loss": 0.6202614566734284,
+ "mean_lyap": -0.7444818615913391,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 67,
+ "sup_loss": 0.4833856378949369,
+ "rf_loss": 0.028408441692590714,
+ "total_loss": 0.4833856378949369,
+ "mean_lyap": -0.7288103103637695,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 68,
+ "sup_loss": 0.661273925734417,
+ "rf_loss": 0.027708619832992554,
+ "total_loss": 0.661273925734417,
+ "mean_lyap": -0.7327063083648682,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 69,
+ "sup_loss": 0.7496881555889151,
+ "rf_loss": 0.026845691725611687,
+ "total_loss": 0.7496881555889151,
+ "mean_lyap": -0.7238901853561401,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 70,
+ "sup_loss": 0.655025449607148,
+ "rf_loss": 0.01595262996852398,
+ "total_loss": 0.655025449607148,
+ "mean_lyap": -0.7677739858627319,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 71,
+ "sup_loss": 0.7007515633599688,
+ "rf_loss": 0.021251795813441277,
+ "total_loss": 0.7007515633599688,
+ "mean_lyap": -0.7331578731536865,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 72,
+ "sup_loss": 0.576434780397206,
+ "rf_loss": 0.016705233603715897,
+ "total_loss": 0.576434780397206,
+ "mean_lyap": -0.7671521306037903,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.625
+ },
+ {
+ "step": 73,
+ "sup_loss": 0.5601490880533248,
+ "rf_loss": 0.013522581197321415,
+ "total_loss": 0.5601490880533248,
+ "mean_lyap": -0.7947361469268799,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.625
+ },
+ {
+ "step": 74,
+ "sup_loss": 0.7067256772074493,
+ "rf_loss": 0.018538862466812134,
+ "total_loss": 0.7067256772074493,
+ "mean_lyap": -0.7749499082565308,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.625
+ },
+ {
+ "step": 75,
+ "sup_loss": 0.6361385332077261,
+ "rf_loss": 0.016246065497398376,
+ "total_loss": 0.6361385332077261,
+ "mean_lyap": -0.7251455187797546,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 1.0
+ },
+ {
+ "step": 76,
+ "sup_loss": 0.5909602447715041,
+ "rf_loss": 0.021141495555639267,
+ "total_loss": 0.5909602447715041,
+ "mean_lyap": -0.7562252283096313,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.625
+ },
+ {
+ "step": 77,
+ "sup_loss": 0.6434410927961547,
+ "rf_loss": 0.017454879358410835,
+ "total_loss": 0.6434410927961547,
+ "mean_lyap": -0.7376397848129272,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 1.0
+ },
+ {
+ "step": 78,
+ "sup_loss": 0.9238963273058481,
+ "rf_loss": 0.021510258316993713,
+ "total_loss": 0.9238963273058481,
+ "mean_lyap": -0.7469452619552612,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 79,
+ "sup_loss": 0.7236918128430727,
+ "rf_loss": 0.020564239472150803,
+ "total_loss": 0.7236918128430727,
+ "mean_lyap": -0.726544976234436,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 80,
+ "sup_loss": 0.6409598500947482,
+ "rf_loss": 0.022763080894947052,
+ "total_loss": 0.6409598500947482,
+ "mean_lyap": -0.7322769165039062,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 81,
+ "sup_loss": 0.5012803999183488,
+ "rf_loss": 0.018363304436206818,
+ "total_loss": 0.5012803999183488,
+ "mean_lyap": -0.7594103813171387,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 82,
+ "sup_loss": 0.595928273477278,
+ "rf_loss": 0.017527179792523384,
+ "total_loss": 0.595928273477278,
+ "mean_lyap": -0.7859100699424744,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.5
+ },
+ {
+ "step": 83,
+ "sup_loss": 0.6768147054365412,
+ "rf_loss": 0.026447735726833344,
+ "total_loss": 0.6768147054365412,
+ "mean_lyap": -0.735393762588501,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 84,
+ "sup_loss": 0.7782185708548788,
+ "rf_loss": 0.024071525782346725,
+ "total_loss": 0.7782185708548788,
+ "mean_lyap": -0.7258061766624451,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 85,
+ "sup_loss": 0.7325408617531275,
+ "rf_loss": 0.014113116078078747,
+ "total_loss": 0.7325408617531275,
+ "mean_lyap": -0.7520842552185059,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 86,
+ "sup_loss": 0.6975618308654884,
+ "rf_loss": 0.013928623870015144,
+ "total_loss": 0.6975618308654884,
+ "mean_lyap": -0.7803336381912231,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 87,
+ "sup_loss": 0.6705027423264631,
+ "rf_loss": 0.017224054783582687,
+ "total_loss": 0.6705027423264631,
+ "mean_lyap": -0.7290611267089844,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 1.0
+ },
+ {
+ "step": 88,
+ "sup_loss": 0.839529559756467,
+ "rf_loss": 0.01645783707499504,
+ "total_loss": 0.839529559756467,
+ "mean_lyap": -0.7615631222724915,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 89,
+ "sup_loss": 0.7825565524722257,
+ "rf_loss": 0.027677323669195175,
+ "total_loss": 0.7825565524722257,
+ "mean_lyap": -0.7235103845596313,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 90,
+ "sup_loss": 0.5883908234238493,
+ "rf_loss": 0.01794498600065708,
+ "total_loss": 0.5883908234238493,
+ "mean_lyap": -0.7414563894271851,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 91,
+ "sup_loss": 0.7292005601421612,
+ "rf_loss": 0.027813289314508438,
+ "total_loss": 0.7292005601421612,
+ "mean_lyap": -0.7170945405960083,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 92,
+ "sup_loss": 0.728902278763871,
+ "rf_loss": 0.015727847814559937,
+ "total_loss": 0.728902278763871,
+ "mean_lyap": -0.7584367990493774,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 93,
+ "sup_loss": 0.5259643118830124,
+ "rf_loss": 0.04229661449790001,
+ "total_loss": 0.5259643118830124,
+ "mean_lyap": -0.6916723251342773,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 94,
+ "sup_loss": 0.6927865813446163,
+ "rf_loss": 0.0240999273955822,
+ "total_loss": 0.6927865813446163,
+ "mean_lyap": -0.7025532722473145,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 1.0
+ },
+ {
+ "step": 95,
+ "sup_loss": 0.6083888511156739,
+ "rf_loss": 0.021323921158909798,
+ "total_loss": 0.6083888511156739,
+ "mean_lyap": -0.7353249788284302,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 96,
+ "sup_loss": 0.7740486976196439,
+ "rf_loss": 0.018548760563135147,
+ "total_loss": 0.7740486976196439,
+ "mean_lyap": -0.7455372214317322,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 97,
+ "sup_loss": 0.4197253022727293,
+ "rf_loss": 0.014343942515552044,
+ "total_loss": 0.4197253022727293,
+ "mean_lyap": -0.7712873220443726,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 98,
+ "sup_loss": 0.6843407592199003,
+ "rf_loss": 0.01865364983677864,
+ "total_loss": 0.6843407592199003,
+ "mean_lyap": -0.7498626708984375,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 99,
+ "sup_loss": 0.6567347851715216,
+ "rf_loss": 0.01154338475316763,
+ "total_loss": 0.6567347851715216,
+ "mean_lyap": -0.7681440114974976,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875,
+ "eval_acc": 0.568359375,
+ "eval_tok_acc": 0.8472222222222222
+ },
+ {
+ "step": 100,
+ "sup_loss": 0.5980592795436199,
+ "rf_loss": 0.022254904732108116,
+ "total_loss": 0.5980592795436199,
+ "mean_lyap": -0.7540820837020874,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 101,
+ "sup_loss": 0.5624580689029629,
+ "rf_loss": 0.022493505850434303,
+ "total_loss": 0.5624580689029629,
+ "mean_lyap": -0.7384459972381592,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 102,
+ "sup_loss": 0.7240116003521692,
+ "rf_loss": 0.01897306554019451,
+ "total_loss": 0.7240116003521692,
+ "mean_lyap": -0.7602998614311218,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 103,
+ "sup_loss": 0.6642026462980748,
+ "rf_loss": 0.02639048546552658,
+ "total_loss": 0.6642026462980748,
+ "mean_lyap": -0.7270517349243164,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 104,
+ "sup_loss": 0.7024871782173701,
+ "rf_loss": 0.02026406303048134,
+ "total_loss": 0.7024871782173701,
+ "mean_lyap": -0.7161645293235779,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 1.0
+ },
+ {
+ "step": 105,
+ "sup_loss": 0.6312421595788891,
+ "rf_loss": 0.023384898900985718,
+ "total_loss": 0.6312421595788891,
+ "mean_lyap": -0.7193712592124939,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 106,
+ "sup_loss": 0.6884468966995417,
+ "rf_loss": 0.016240853816270828,
+ "total_loss": 0.6884468966995417,
+ "mean_lyap": -0.755121648311615,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 107,
+ "sup_loss": 0.6379543052468103,
+ "rf_loss": 0.029100649058818817,
+ "total_loss": 0.6379543052468103,
+ "mean_lyap": -0.7257106900215149,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 108,
+ "sup_loss": 0.6744931370553356,
+ "rf_loss": 0.02190406806766987,
+ "total_loss": 0.6744931370553356,
+ "mean_lyap": -0.7128636837005615,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 1.0
+ },
+ {
+ "step": 109,
+ "sup_loss": 0.7785363922920249,
+ "rf_loss": 0.024109523743391037,
+ "total_loss": 0.7785363922920249,
+ "mean_lyap": -0.7296158671379089,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 110,
+ "sup_loss": 0.588132590652831,
+ "rf_loss": 0.01571902260184288,
+ "total_loss": 0.588132590652831,
+ "mean_lyap": -0.7552504539489746,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 111,
+ "sup_loss": 0.7479231860441646,
+ "rf_loss": 0.025284072384238243,
+ "total_loss": 0.7479231860441646,
+ "mean_lyap": -0.7190150022506714,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 112,
+ "sup_loss": 0.6834877028197537,
+ "rf_loss": 0.03612999990582466,
+ "total_loss": 0.6834877028197537,
+ "mean_lyap": -0.6671320199966431,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 1.0
+ },
+ {
+ "step": 113,
+ "sup_loss": 0.6448277894236214,
+ "rf_loss": 0.025801360607147217,
+ "total_loss": 0.6448277894236214,
+ "mean_lyap": -0.7187458276748657,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 114,
+ "sup_loss": 0.5451011739222377,
+ "rf_loss": 0.019290510565042496,
+ "total_loss": 0.5451011739222377,
+ "mean_lyap": -0.770762026309967,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.625
+ },
+ {
+ "step": 115,
+ "sup_loss": 0.599914185954553,
+ "rf_loss": 0.023138873279094696,
+ "total_loss": 0.599914185954553,
+ "mean_lyap": -0.7440516352653503,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 116,
+ "sup_loss": 0.648403322220771,
+ "rf_loss": 0.02817549556493759,
+ "total_loss": 0.648403322220771,
+ "mean_lyap": -0.7008245587348938,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 117,
+ "sup_loss": 0.7785382513402747,
+ "rf_loss": 0.02821667678654194,
+ "total_loss": 0.7785382513402747,
+ "mean_lyap": -0.7017555236816406,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 118,
+ "sup_loss": 0.5088733739421664,
+ "rf_loss": 0.02005225419998169,
+ "total_loss": 0.5088733739421664,
+ "mean_lyap": -0.7307372093200684,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 119,
+ "sup_loss": 0.5891269964910592,
+ "rf_loss": 0.023113207891583443,
+ "total_loss": 0.5891269964910592,
+ "mean_lyap": -0.7270251512527466,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 120,
+ "sup_loss": 0.6018402072397729,
+ "rf_loss": 0.0183856338262558,
+ "total_loss": 0.6018402072397729,
+ "mean_lyap": -0.7451243996620178,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 121,
+ "sup_loss": 0.7100135583773861,
+ "rf_loss": 0.024687785655260086,
+ "total_loss": 0.7100135583773861,
+ "mean_lyap": -0.7152650356292725,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 122,
+ "sup_loss": 0.7555754775823643,
+ "rf_loss": 0.02922731637954712,
+ "total_loss": 0.7555754775823643,
+ "mean_lyap": -0.7086939215660095,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 123,
+ "sup_loss": 0.7816156267217089,
+ "rf_loss": 0.019390424713492393,
+ "total_loss": 0.7816156267217089,
+ "mean_lyap": -0.7322418689727783,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 124,
+ "sup_loss": 0.9818846053491461,
+ "rf_loss": 0.02662663720548153,
+ "total_loss": 0.9818846053491461,
+ "mean_lyap": -0.6961807012557983,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 1.0
+ },
+ {
+ "step": 125,
+ "sup_loss": 0.6221557133762831,
+ "rf_loss": 0.01712089404463768,
+ "total_loss": 0.6221557133762831,
+ "mean_lyap": -0.7866336107254028,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.625
+ },
+ {
+ "step": 126,
+ "sup_loss": 0.5070404021275237,
+ "rf_loss": 0.013781729154288769,
+ "total_loss": 0.5070404021275237,
+ "mean_lyap": -0.758777916431427,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 127,
+ "sup_loss": 0.4524038611152998,
+ "rf_loss": 0.013750974088907242,
+ "total_loss": 0.4524038611152998,
+ "mean_lyap": -0.7971649169921875,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 128,
+ "sup_loss": 0.4499837349472374,
+ "rf_loss": 0.017808884382247925,
+ "total_loss": 0.4499837349472374,
+ "mean_lyap": -0.7716026902198792,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.625
+ },
+ {
+ "step": 129,
+ "sup_loss": 0.45269192485421456,
+ "rf_loss": 0.015859700739383698,
+ "total_loss": 0.45269192485421456,
+ "mean_lyap": -0.76076340675354,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 130,
+ "sup_loss": 0.6673497155113727,
+ "rf_loss": 0.022777624428272247,
+ "total_loss": 0.6673497155113727,
+ "mean_lyap": -0.7725577354431152,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 131,
+ "sup_loss": 0.4786419942216587,
+ "rf_loss": 0.02173563279211521,
+ "total_loss": 0.4786419942216587,
+ "mean_lyap": -0.7585476636886597,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 132,
+ "sup_loss": 0.6063093064908082,
+ "rf_loss": 0.014882536605000496,
+ "total_loss": 0.6063093064908082,
+ "mean_lyap": -0.7524175643920898,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 1.0
+ },
+ {
+ "step": 133,
+ "sup_loss": 0.597613288846509,
+ "rf_loss": 0.013898427598178387,
+ "total_loss": 0.597613288846509,
+ "mean_lyap": -0.7747804522514343,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 134,
+ "sup_loss": 0.60566359002851,
+ "rf_loss": 0.01954154670238495,
+ "total_loss": 0.60566359002851,
+ "mean_lyap": -0.7563980221748352,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 135,
+ "sup_loss": 0.6949796434718941,
+ "rf_loss": 0.028822313994169235,
+ "total_loss": 0.6949796434718941,
+ "mean_lyap": -0.6872661113739014,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 1.0
+ },
+ {
+ "step": 136,
+ "sup_loss": 0.7223416948872027,
+ "rf_loss": 0.023509033024311066,
+ "total_loss": 0.7223416948872027,
+ "mean_lyap": -0.716987133026123,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 1.0
+ },
+ {
+ "step": 137,
+ "sup_loss": 0.7495671917133016,
+ "rf_loss": 0.030036117881536484,
+ "total_loss": 0.7495671917133016,
+ "mean_lyap": -0.6973689794540405,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 138,
+ "sup_loss": 0.6006217789008484,
+ "rf_loss": 0.025087039917707443,
+ "total_loss": 0.6006217789008484,
+ "mean_lyap": -0.7467139363288879,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.625
+ },
+ {
+ "step": 139,
+ "sup_loss": 0.655849728214072,
+ "rf_loss": 0.02381773479282856,
+ "total_loss": 0.655849728214072,
+ "mean_lyap": -0.7454387545585632,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 140,
+ "sup_loss": 0.8102625015074788,
+ "rf_loss": 0.02733512781560421,
+ "total_loss": 0.8102625015074788,
+ "mean_lyap": -0.7079421281814575,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 141,
+ "sup_loss": 0.8502794994821964,
+ "rf_loss": 0.0390443429350853,
+ "total_loss": 0.8502794994821964,
+ "mean_lyap": -0.6732217073440552,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 1.0
+ },
+ {
+ "step": 142,
+ "sup_loss": 0.4447228354594742,
+ "rf_loss": 0.006015835329890251,
+ "total_loss": 0.4447228354594742,
+ "mean_lyap": -0.8424338698387146,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.5
+ },
+ {
+ "step": 143,
+ "sup_loss": 0.5819806541160968,
+ "rf_loss": 0.022949546575546265,
+ "total_loss": 0.5819806541160968,
+ "mean_lyap": -0.7761141657829285,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.625
+ },
+ {
+ "step": 144,
+ "sup_loss": 0.8907128100588448,
+ "rf_loss": 0.03222889453172684,
+ "total_loss": 0.8907128100588448,
+ "mean_lyap": -0.6746317744255066,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 1.0
+ },
+ {
+ "step": 145,
+ "sup_loss": 0.7475727065584685,
+ "rf_loss": 0.02313586324453354,
+ "total_loss": 0.7475727065584685,
+ "mean_lyap": -0.721125602722168,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 146,
+ "sup_loss": 0.5155802794452706,
+ "rf_loss": 0.010369600728154182,
+ "total_loss": 0.5155802794452706,
+ "mean_lyap": -0.8093665838241577,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.625
+ },
+ {
+ "step": 147,
+ "sup_loss": 0.5766483210434503,
+ "rf_loss": 0.030000735074281693,
+ "total_loss": 0.5766483210434503,
+ "mean_lyap": -0.7040218114852905,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 148,
+ "sup_loss": 0.6190240840623844,
+ "rf_loss": 0.020453080534934998,
+ "total_loss": 0.6190240840623844,
+ "mean_lyap": -0.7449148893356323,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 149,
+ "sup_loss": 0.4418606997334367,
+ "rf_loss": 0.016067467629909515,
+ "total_loss": 0.4418606997334367,
+ "mean_lyap": -0.7565109729766846,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75,
+ "eval_acc": 0.572265625,
+ "eval_tok_acc": 0.8472222222222222
+ },
+ {
+ "step": 150,
+ "sup_loss": 0.608863340368222,
+ "rf_loss": 0.010185742750763893,
+ "total_loss": 0.608863340368222,
+ "mean_lyap": -0.7974428534507751,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 151,
+ "sup_loss": 0.4989138195700283,
+ "rf_loss": 0.00835250411182642,
+ "total_loss": 0.4989138195700283,
+ "mean_lyap": -0.7983441352844238,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.625
+ },
+ {
+ "step": 152,
+ "sup_loss": 0.5762244655978565,
+ "rf_loss": 0.023800041526556015,
+ "total_loss": 0.5762244655978565,
+ "mean_lyap": -0.7355422973632812,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 153,
+ "sup_loss": 0.6510807838822642,
+ "rf_loss": 0.025307195261120796,
+ "total_loss": 0.6510807838822642,
+ "mean_lyap": -0.7280991077423096,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 154,
+ "sup_loss": 0.6181092234799915,
+ "rf_loss": 0.02716577984392643,
+ "total_loss": 0.6181092234799915,
+ "mean_lyap": -0.7010234594345093,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 1.0
+ },
+ {
+ "step": 155,
+ "sup_loss": 0.6119396019660481,
+ "rf_loss": 0.020342616364359856,
+ "total_loss": 0.6119396019660481,
+ "mean_lyap": -0.7642773389816284,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 156,
+ "sup_loss": 0.718161081444468,
+ "rf_loss": 0.02265091985464096,
+ "total_loss": 0.718161081444468,
+ "mean_lyap": -0.7601755857467651,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 157,
+ "sup_loss": 0.771410969770839,
+ "rf_loss": 0.023383142426609993,
+ "total_loss": 0.771410969770839,
+ "mean_lyap": -0.7313747406005859,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 158,
+ "sup_loss": 0.7873566901500851,
+ "rf_loss": 0.02689053863286972,
+ "total_loss": 0.7873566901500851,
+ "mean_lyap": -0.7017194032669067,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 1.0
+ },
+ {
+ "step": 159,
+ "sup_loss": 0.6521325517749783,
+ "rf_loss": 0.023862306028604507,
+ "total_loss": 0.6521325517749783,
+ "mean_lyap": -0.756867527961731,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 160,
+ "sup_loss": 0.8090020016278459,
+ "rf_loss": 0.02572615258395672,
+ "total_loss": 0.8090020016278459,
+ "mean_lyap": -0.6997763514518738,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 1.0
+ },
+ {
+ "step": 161,
+ "sup_loss": 0.39743736247155537,
+ "rf_loss": 0.008481619879603386,
+ "total_loss": 0.39743736247155537,
+ "mean_lyap": -0.8086578845977783,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 162,
+ "sup_loss": 0.43669027909842767,
+ "rf_loss": 0.02010437473654747,
+ "total_loss": 0.43669027909842767,
+ "mean_lyap": -0.7667924761772156,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 163,
+ "sup_loss": 0.6943994844592515,
+ "rf_loss": 0.02065116912126541,
+ "total_loss": 0.6943994844592515,
+ "mean_lyap": -0.7488412261009216,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 164,
+ "sup_loss": 0.5030190359687045,
+ "rf_loss": 0.008932781405746937,
+ "total_loss": 0.5030190359687045,
+ "mean_lyap": -0.8126202821731567,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.625
+ },
+ {
+ "step": 165,
+ "sup_loss": 0.5247402453124103,
+ "rf_loss": 0.007777722552418709,
+ "total_loss": 0.5247402453124103,
+ "mean_lyap": -0.7961758375167847,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 166,
+ "sup_loss": 0.6398741585180664,
+ "rf_loss": 0.014761778526008129,
+ "total_loss": 0.6398741585180664,
+ "mean_lyap": -0.7567418813705444,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 167,
+ "sup_loss": 0.8393518590572031,
+ "rf_loss": 0.020471977069973946,
+ "total_loss": 0.8393518590572031,
+ "mean_lyap": -0.7370960116386414,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 168,
+ "sup_loss": 0.680243910836956,
+ "rf_loss": 0.030797768384218216,
+ "total_loss": 0.680243910836956,
+ "mean_lyap": -0.7304750680923462,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 169,
+ "sup_loss": 0.6067754357631518,
+ "rf_loss": 0.010489920154213905,
+ "total_loss": 0.6067754357631518,
+ "mean_lyap": -0.7997013330459595,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.625
+ },
+ {
+ "step": 170,
+ "sup_loss": 0.5141692780649875,
+ "rf_loss": 0.012256162241101265,
+ "total_loss": 0.5141692780649875,
+ "mean_lyap": -0.7924825549125671,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.625
+ },
+ {
+ "step": 171,
+ "sup_loss": 0.5914484831356449,
+ "rf_loss": 0.027381759136915207,
+ "total_loss": 0.5914484831356449,
+ "mean_lyap": -0.7163530588150024,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 172,
+ "sup_loss": 0.5789175642945378,
+ "rf_loss": 0.01908736303448677,
+ "total_loss": 0.5789175642945378,
+ "mean_lyap": -0.7499892115592957,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 173,
+ "sup_loss": 0.4653848168603588,
+ "rf_loss": 0.017360832542181015,
+ "total_loss": 0.4653848168603588,
+ "mean_lyap": -0.7850685119628906,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 174,
+ "sup_loss": 0.7090750662356801,
+ "rf_loss": 0.013011809438467026,
+ "total_loss": 0.7090750662356801,
+ "mean_lyap": -0.7769396901130676,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 175,
+ "sup_loss": 0.5897593552028595,
+ "rf_loss": 0.026643576100468636,
+ "total_loss": 0.5897593552028595,
+ "mean_lyap": -0.7525628209114075,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 176,
+ "sup_loss": 0.6342460976107454,
+ "rf_loss": 0.016768531873822212,
+ "total_loss": 0.6342460976107454,
+ "mean_lyap": -0.7469217777252197,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 177,
+ "sup_loss": 0.6386313097045985,
+ "rf_loss": 0.02367786318063736,
+ "total_loss": 0.6386313097045985,
+ "mean_lyap": -0.7474036812782288,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 178,
+ "sup_loss": 0.615910173449133,
+ "rf_loss": 0.02075655572116375,
+ "total_loss": 0.615910173449133,
+ "mean_lyap": -0.7326847314834595,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 179,
+ "sup_loss": 0.6833451153579814,
+ "rf_loss": 0.011882389895617962,
+ "total_loss": 0.6833451153579814,
+ "mean_lyap": -0.7710140943527222,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 180,
+ "sup_loss": 0.6047951549693648,
+ "rf_loss": 0.017027340829372406,
+ "total_loss": 0.6047951549693648,
+ "mean_lyap": -0.753353476524353,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 181,
+ "sup_loss": 0.43196108913788,
+ "rf_loss": 0.012315124273300171,
+ "total_loss": 0.43196108913788,
+ "mean_lyap": -0.7744470834732056,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 182,
+ "sup_loss": 0.7267525749423682,
+ "rf_loss": 0.029976610094308853,
+ "total_loss": 0.7267525749423682,
+ "mean_lyap": -0.7055696249008179,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 183,
+ "sup_loss": 0.6574720505614811,
+ "rf_loss": 0.017794426530599594,
+ "total_loss": 0.6574720505614811,
+ "mean_lyap": -0.7502639293670654,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 184,
+ "sup_loss": 0.4021980908533472,
+ "rf_loss": 0.009408671408891678,
+ "total_loss": 0.4021980908533472,
+ "mean_lyap": -0.78846275806427,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 185,
+ "sup_loss": 0.4549793457086916,
+ "rf_loss": 0.009391248226165771,
+ "total_loss": 0.4549793457086916,
+ "mean_lyap": -0.8460166454315186,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.5
+ },
+ {
+ "step": 186,
+ "sup_loss": 0.5413158812363411,
+ "rf_loss": 0.01666955277323723,
+ "total_loss": 0.5413158812363411,
+ "mean_lyap": -0.7738894820213318,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 187,
+ "sup_loss": 0.6873596727871502,
+ "rf_loss": 0.024179410189390182,
+ "total_loss": 0.6873596727871502,
+ "mean_lyap": -0.7622608542442322,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 188,
+ "sup_loss": 0.7900023726432761,
+ "rf_loss": 0.021329613402485847,
+ "total_loss": 0.7900023726432761,
+ "mean_lyap": -0.7401515245437622,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 189,
+ "sup_loss": 0.8101270139540658,
+ "rf_loss": 0.013392371125519276,
+ "total_loss": 0.8101270139540658,
+ "mean_lyap": -0.7592623233795166,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 190,
+ "sup_loss": 0.6175607499982887,
+ "rf_loss": 0.016656629741191864,
+ "total_loss": 0.6175607499982887,
+ "mean_lyap": -0.7526005506515503,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.75
+ },
+ {
+ "step": 191,
+ "sup_loss": 0.8059601910443276,
+ "rf_loss": 0.02683323435485363,
+ "total_loss": 0.8059601910443276,
+ "mean_lyap": -0.7117177844047546,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 1.0
+ },
+ {
+ "step": 192,
+ "sup_loss": 0.672904260227444,
+ "rf_loss": 0.024678904563188553,
+ "total_loss": 0.672904260227444,
+ "mean_lyap": -0.713874101638794,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 193,
+ "sup_loss": 0.469671263379558,
+ "rf_loss": 0.008900867775082588,
+ "total_loss": 0.469671263379558,
+ "mean_lyap": -0.787243127822876,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875
+ },
+ {
+ "step": 194,
+ "sup_loss": 0.793730523902836,
+ "rf_loss": 0.030314896255731583,
+ "total_loss": 0.793730523902836,
+ "mean_lyap": -0.6965149641036987,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 1.0
+ },
+ {
+ "step": 195,
+ "sup_loss": 0.4862851104982111,
+ "rf_loss": 0.011369990184903145,
+ "total_loss": 0.4862851104982111,
+ "mean_lyap": -0.8213597536087036,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.375
+ },
+ {
+ "step": 196,
+ "sup_loss": 0.760971154599404,
+ "rf_loss": 0.02575698308646679,
+ "total_loss": 0.760971154599404,
+ "mean_lyap": -0.6911941766738892,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 1.0
+ },
+ {
+ "step": 197,
+ "sup_loss": 0.6156609812949445,
+ "rf_loss": 0.016349555924534798,
+ "total_loss": 0.6156609812949445,
+ "mean_lyap": -0.78205406665802,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.5
+ },
+ {
+ "step": 198,
+ "sup_loss": 0.6535240735844162,
+ "rf_loss": 0.017935901880264282,
+ "total_loss": 0.6535240735844162,
+ "mean_lyap": -0.7265710830688477,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 1.0
+ },
+ {
+ "step": 199,
+ "sup_loss": 0.5490033841215428,
+ "rf_loss": 0.020748641341924667,
+ "total_loss": 0.5490033841215428,
+ "mean_lyap": -0.7320446968078613,
+ "lam_star": -0.8500000238418579,
+ "excess_frac_nonzero": 0.875,
+ "eval_acc": 0.5703125,
+ "eval_tok_acc": 0.8483072916666666
+ }
+ ],
+ "final_acc": 0.5703125,
+ "final_tok_acc": 0.8483072916666666
+} \ No newline at end of file