diff options
Diffstat (limited to 'research/flossing/step3_E_rf_18228_lstar0.json')
| -rw-r--r-- | research/flossing/step3_E_rf_18228_lstar0.json | 4561 |
1 files changed, 4561 insertions, 0 deletions
diff --git a/research/flossing/step3_E_rf_18228_lstar0.json b/research/flossing/step3_E_rf_18228_lstar0.json new file mode 100644 index 0000000..2c95df0 --- /dev/null +++ b/research/flossing/step3_E_rf_18228_lstar0.json @@ -0,0 +1,4561 @@ +{ + "args": { + "ckpt_root": "/home/yurenh2/rrm/hrm/checkpoints/Sudoku-extreme-1k-aug-1000 ACT-torch/HierarchicalReasoningModel_ACTV1 righteous-python", + "ckpt_name": "step_18228", + "n_steps": 500, + "batch_size": 8, + "lr": 1e-05, + "alpha_rf": 10.0, + "lambda_star": 0.0, + "k_lyap": 2, + "lyap_act_steps": 4, + "seed": 42, + "eval_every": 100, + "eval_n": 512, + "eval_batch_size": 32, + "out": "/home/yurenh2/rrm/research/flossing/step3_E_rf_18228_lstar0.json" + }, + "initial_acc": 0.484375, + "initial_tok_acc": 0.8186487268518519, + "steps": [ + { + "step": 0, + "sup_loss": 0.7508054495359741, + "rf_loss": 0.0, + "total_loss": 0.7508054495359741, + "lyap1_mean": -0.17879289388656616, + "lyap1_max": -0.10999822616577148, + "frac_above_star": 0.0 + }, + { + "step": 1, + "sup_loss": 0.6367356107113957, + "rf_loss": 0.0, + "total_loss": 0.6367356107113957, + "lyap1_mean": -0.14839333295822144, + "lyap1_max": -0.06954976171255112, + "frac_above_star": 0.0 + }, + { + "step": 2, + "sup_loss": 0.9052819306172313, + "rf_loss": 0.0, + "total_loss": 0.9052819306172313, + "lyap1_mean": -0.12490548193454742, + "lyap1_max": -0.04543764144182205, + "frac_above_star": 0.0 + }, + { + "step": 3, + "sup_loss": 0.6465022245667765, + "rf_loss": 0.0, + "total_loss": 0.6465022245667765, + "lyap1_mean": -0.17259305715560913, + "lyap1_max": -0.07918331772089005, + "frac_above_star": 0.0 + }, + { + "step": 4, + "sup_loss": 0.8131140897757282, + "rf_loss": 0.0, + "total_loss": 0.8131140897757282, + "lyap1_mean": -0.14166642725467682, + "lyap1_max": -0.07099786400794983, + "frac_above_star": 0.0 + }, + { + "step": 5, + "sup_loss": 0.7627570692023288, + "rf_loss": 0.0, + "total_loss": 0.7627570692023288, + "lyap1_mean": -0.16324776411056519, + "lyap1_max": -0.08726521581411362, + "frac_above_star": 0.0 + }, + { + "step": 6, + "sup_loss": 0.7467884486683275, + "rf_loss": 0.0, + "total_loss": 0.7467884486683275, + "lyap1_mean": -0.14997412264347076, + "lyap1_max": -0.07418057322502136, + "frac_above_star": 0.0 + }, + { + "step": 7, + "sup_loss": 0.7048655017204399, + "rf_loss": 0.0, + "total_loss": 0.7048655017204399, + "lyap1_mean": -0.17496444284915924, + "lyap1_max": -0.12868866324424744, + "frac_above_star": 0.0 + }, + { + "step": 8, + "sup_loss": 0.854233427105901, + "rf_loss": 0.0, + "total_loss": 0.854233427105901, + "lyap1_mean": -0.1446150541305542, + "lyap1_max": -0.08418439328670502, + "frac_above_star": 0.0 + }, + { + "step": 9, + "sup_loss": 0.9089981588777195, + "rf_loss": 0.0, + "total_loss": 0.9089981588777195, + "lyap1_mean": -0.18068760633468628, + "lyap1_max": -0.1069377064704895, + "frac_above_star": 0.0 + }, + { + "step": 10, + "sup_loss": 0.8809479466240452, + "rf_loss": 0.0, + "total_loss": 0.8809479466240452, + "lyap1_mean": -0.12772634625434875, + "lyap1_max": -0.05140206217765808, + "frac_above_star": 0.0 + }, + { + "step": 11, + "sup_loss": 0.8180515971351313, + "rf_loss": 0.0, + "total_loss": 0.8180515971351313, + "lyap1_mean": -0.13441801071166992, + "lyap1_max": -0.07833688706159592, + "frac_above_star": 0.0 + }, + { + "step": 12, + "sup_loss": 0.73442924293712, + "rf_loss": 0.0, + "total_loss": 0.73442924293712, + "lyap1_mean": -0.16569475829601288, + "lyap1_max": -0.10155721753835678, + "frac_above_star": 0.0 + }, + { + "step": 13, + "sup_loss": 0.8650257653539036, + "rf_loss": 0.0, + "total_loss": 0.8650257653539036, + "lyap1_mean": -0.15495777130126953, + "lyap1_max": -0.10688510537147522, + "frac_above_star": 0.0 + }, + { + "step": 14, + "sup_loss": 0.7231364729473253, + "rf_loss": 0.0, + "total_loss": 0.7231364729473253, + "lyap1_mean": -0.18311810493469238, + "lyap1_max": -0.10648727416992188, + "frac_above_star": 0.0 + }, + { + "step": 15, + "sup_loss": 0.8528769686539922, + "rf_loss": 0.0, + "total_loss": 0.8528769686539922, + "lyap1_mean": -0.16756358742713928, + "lyap1_max": -0.11682217568159103, + "frac_above_star": 0.0 + }, + { + "step": 16, + "sup_loss": 0.722563755721378, + "rf_loss": 0.0, + "total_loss": 0.722563755721378, + "lyap1_mean": -0.1748477816581726, + "lyap1_max": -0.12108445167541504, + "frac_above_star": 0.0 + }, + { + "step": 17, + "sup_loss": 0.8724514449865081, + "rf_loss": 0.0, + "total_loss": 0.8724514449865081, + "lyap1_mean": -0.17068034410476685, + "lyap1_max": -0.14823077619075775, + "frac_above_star": 0.0 + }, + { + "step": 18, + "sup_loss": 0.7296722427931962, + "rf_loss": 0.0, + "total_loss": 0.7296722427931962, + "lyap1_mean": -0.15272116661071777, + "lyap1_max": -0.07230174541473389, + "frac_above_star": 0.0 + }, + { + "step": 19, + "sup_loss": 0.8110568847189534, + "rf_loss": 0.0, + "total_loss": 0.8110568847189534, + "lyap1_mean": -0.1528376191854477, + "lyap1_max": -0.09343983978033066, + "frac_above_star": 0.0 + }, + { + "step": 20, + "sup_loss": 0.7665781326234302, + "rf_loss": 0.0, + "total_loss": 0.7665781326234302, + "lyap1_mean": -0.16565921902656555, + "lyap1_max": -0.11640699952840805, + "frac_above_star": 0.0 + }, + { + "step": 21, + "sup_loss": 0.6157564918083733, + "rf_loss": 0.0, + "total_loss": 0.6157564918083733, + "lyap1_mean": -0.16681483387947083, + "lyap1_max": -0.09417947381734848, + "frac_above_star": 0.0 + }, + { + "step": 22, + "sup_loss": 0.6685711176455228, + "rf_loss": 0.0, + "total_loss": 0.6685711176455228, + "lyap1_mean": -0.2013767808675766, + "lyap1_max": -0.12240877002477646, + "frac_above_star": 0.0 + }, + { + "step": 23, + "sup_loss": 0.7137263833805747, + "rf_loss": 0.0, + "total_loss": 0.7137263833805747, + "lyap1_mean": -0.15472380816936493, + "lyap1_max": -0.08605419844388962, + "frac_above_star": 0.0 + }, + { + "step": 24, + "sup_loss": 0.827480691464767, + "rf_loss": 0.0, + "total_loss": 0.827480691464767, + "lyap1_mean": -0.14539098739624023, + "lyap1_max": -0.09427037090063095, + "frac_above_star": 0.0 + }, + { + "step": 25, + "sup_loss": 0.9194766758281299, + "rf_loss": 0.0, + "total_loss": 0.9194766758281299, + "lyap1_mean": -0.13963507115840912, + "lyap1_max": -0.08548180758953094, + "frac_above_star": 0.0 + }, + { + "step": 26, + "sup_loss": 0.9784147372315439, + "rf_loss": 0.0, + "total_loss": 0.9784147372315439, + "lyap1_mean": -0.14422523975372314, + "lyap1_max": -0.10545664280653, + "frac_above_star": 0.0 + }, + { + "step": 27, + "sup_loss": 0.6944197347908231, + "rf_loss": 0.0, + "total_loss": 0.6944197347908231, + "lyap1_mean": -0.1865117847919464, + "lyap1_max": -0.035724371671676636, + "frac_above_star": 0.0 + }, + { + "step": 28, + "sup_loss": 0.899098529453885, + "rf_loss": 0.0, + "total_loss": 0.899098529453885, + "lyap1_mean": -0.15971603989601135, + "lyap1_max": -0.10265000909566879, + "frac_above_star": 0.0 + }, + { + "step": 29, + "sup_loss": 0.8933257135795497, + "rf_loss": 0.0, + "total_loss": 0.8933257135795497, + "lyap1_mean": -0.1554708033800125, + "lyap1_max": -0.07093934714794159, + "frac_above_star": 0.0 + }, + { + "step": 30, + "sup_loss": 0.8180838753601891, + "rf_loss": 0.0, + "total_loss": 0.8180838753601891, + "lyap1_mean": -0.12906484305858612, + "lyap1_max": -0.06387707591056824, + "frac_above_star": 0.0 + }, + { + "step": 31, + "sup_loss": 0.7897649168543185, + "rf_loss": 0.0, + "total_loss": 0.7897649168543185, + "lyap1_mean": -0.14180722832679749, + "lyap1_max": -0.08968459814786911, + "frac_above_star": 0.0 + }, + { + "step": 32, + "sup_loss": 0.7222649286310092, + "rf_loss": 0.0, + "total_loss": 0.7222649286310092, + "lyap1_mean": -0.14633245766162872, + "lyap1_max": -0.022527916356921196, + "frac_above_star": 0.0 + }, + { + "step": 33, + "sup_loss": 0.700384421628452, + "rf_loss": 0.0, + "total_loss": 0.700384421628452, + "lyap1_mean": -0.15838535130023956, + "lyap1_max": -0.10354883968830109, + "frac_above_star": 0.0 + }, + { + "step": 34, + "sup_loss": 0.8330458357737909, + "rf_loss": 0.0, + "total_loss": 0.8330458357737909, + "lyap1_mean": -0.1394711285829544, + "lyap1_max": -0.06813066452741623, + "frac_above_star": 0.0 + }, + { + "step": 35, + "sup_loss": 0.6856016849133593, + "rf_loss": 0.0, + "total_loss": 0.6856016849133593, + "lyap1_mean": -0.17029201984405518, + "lyap1_max": -0.07807296514511108, + "frac_above_star": 0.0 + }, + { + "step": 36, + "sup_loss": 0.7035709578693492, + "rf_loss": 0.0, + "total_loss": 0.7035709578693492, + "lyap1_mean": -0.1659230887889862, + "lyap1_max": -0.09667368978261948, + "frac_above_star": 0.0 + }, + { + "step": 37, + "sup_loss": 0.9307547734911211, + "rf_loss": 0.0, + "total_loss": 0.9307547734911211, + "lyap1_mean": -0.15315136313438416, + "lyap1_max": -0.09247402846813202, + "frac_above_star": 0.0 + }, + { + "step": 38, + "sup_loss": 0.618502844985804, + "rf_loss": 0.0, + "total_loss": 0.618502844985804, + "lyap1_mean": -0.1888601928949356, + "lyap1_max": -0.0929664671421051, + "frac_above_star": 0.0 + }, + { + "step": 39, + "sup_loss": 0.9233147774406311, + "rf_loss": 0.0, + "total_loss": 0.9233147774406311, + "lyap1_mean": -0.1485116332769394, + "lyap1_max": -0.11753672361373901, + "frac_above_star": 0.0 + }, + { + "step": 40, + "sup_loss": 0.8592152107361575, + "rf_loss": 0.0, + "total_loss": 0.8592152107361575, + "lyap1_mean": -0.15334883332252502, + "lyap1_max": -0.07635868340730667, + "frac_above_star": 0.0 + }, + { + "step": 41, + "sup_loss": 0.7041996012410398, + "rf_loss": 0.0, + "total_loss": 0.7041996012410398, + "lyap1_mean": -0.17961740493774414, + "lyap1_max": -0.10147713869810104, + "frac_above_star": 0.0 + }, + { + "step": 42, + "sup_loss": 0.8048291794459894, + "rf_loss": 0.0, + "total_loss": 0.8048291794459894, + "lyap1_mean": -0.18724402785301208, + "lyap1_max": -0.12668141722679138, + "frac_above_star": 0.0 + }, + { + "step": 43, + "sup_loss": 0.8114342836753174, + "rf_loss": 0.0, + "total_loss": 0.8114342836753174, + "lyap1_mean": -0.18376535177230835, + "lyap1_max": -0.13460402190685272, + "frac_above_star": 0.0 + }, + { + "step": 44, + "sup_loss": 0.8407612379227133, + "rf_loss": 0.0, + "total_loss": 0.8407612379227133, + "lyap1_mean": -0.15443070232868195, + "lyap1_max": -0.08704724907875061, + "frac_above_star": 0.0 + }, + { + "step": 45, + "sup_loss": 0.8213818557498704, + "rf_loss": 0.0, + "total_loss": 0.8213818557498704, + "lyap1_mean": -0.17286983132362366, + "lyap1_max": -0.11817747354507446, + "frac_above_star": 0.0 + }, + { + "step": 46, + "sup_loss": 0.8842918309779938, + "rf_loss": 0.0, + "total_loss": 0.8842918309779938, + "lyap1_mean": -0.13873587548732758, + "lyap1_max": -0.10654093325138092, + "frac_above_star": 0.0 + }, + { + "step": 47, + "sup_loss": 0.7635920756350312, + "rf_loss": 0.0, + "total_loss": 0.7635920756350312, + "lyap1_mean": -0.17735353112220764, + "lyap1_max": -0.08973541855812073, + "frac_above_star": 0.0 + }, + { + "step": 48, + "sup_loss": 0.8049118534692371, + "rf_loss": 0.0, + "total_loss": 0.8049118534692371, + "lyap1_mean": -0.16998760402202606, + "lyap1_max": -0.12187597155570984, + "frac_above_star": 0.0 + }, + { + "step": 49, + "sup_loss": 0.7479155566477645, + "rf_loss": 0.0, + "total_loss": 0.7479155566477645, + "lyap1_mean": -0.15929171442985535, + "lyap1_max": -0.08425279706716537, + "frac_above_star": 0.0 + }, + { + "step": 50, + "sup_loss": 0.8703139770305711, + "rf_loss": 0.0, + "total_loss": 0.8703139770305711, + "lyap1_mean": -0.14677491784095764, + "lyap1_max": -0.10034405440092087, + "frac_above_star": 0.0 + }, + { + "step": 51, + "sup_loss": 0.8162346315119218, + "rf_loss": 0.0, + "total_loss": 0.8162346315119218, + "lyap1_mean": -0.16010525822639465, + "lyap1_max": -0.10538546741008759, + "frac_above_star": 0.0 + }, + { + "step": 52, + "sup_loss": 0.5747673006789139, + "rf_loss": 0.0, + "total_loss": 0.5747673006789139, + "lyap1_mean": -0.21152742207050323, + "lyap1_max": -0.1126667708158493, + "frac_above_star": 0.0 + }, + { + "step": 53, + "sup_loss": 0.7169293810235835, + "rf_loss": 0.0, + "total_loss": 0.7169293810235835, + "lyap1_mean": -0.1974809467792511, + "lyap1_max": -0.1572217047214508, + "frac_above_star": 0.0 + }, + { + "step": 54, + "sup_loss": 0.7191905757044799, + "rf_loss": 0.0, + "total_loss": 0.7191905757044799, + "lyap1_mean": -0.15630404651165009, + "lyap1_max": -0.08540420234203339, + "frac_above_star": 0.0 + }, + { + "step": 55, + "sup_loss": 0.7849518261037922, + "rf_loss": 0.0, + "total_loss": 0.7849518261037922, + "lyap1_mean": -0.14702877402305603, + "lyap1_max": -0.09602184593677521, + "frac_above_star": 0.0 + }, + { + "step": 56, + "sup_loss": 0.8457234068547439, + "rf_loss": 0.0, + "total_loss": 0.8457234068547439, + "lyap1_mean": -0.16742102801799774, + "lyap1_max": -0.12426726520061493, + "frac_above_star": 0.0 + }, + { + "step": 57, + "sup_loss": 0.8757152436707726, + "rf_loss": 0.0, + "total_loss": 0.8757152436707726, + "lyap1_mean": -0.16356569528579712, + "lyap1_max": -0.14174580574035645, + "frac_above_star": 0.0 + }, + { + "step": 58, + "sup_loss": 0.780821078556541, + "rf_loss": 0.0, + "total_loss": 0.780821078556541, + "lyap1_mean": -0.17508450150489807, + "lyap1_max": -0.11269130557775497, + "frac_above_star": 0.0 + }, + { + "step": 59, + "sup_loss": 0.6324976190082165, + "rf_loss": 0.0, + "total_loss": 0.6324976190082165, + "lyap1_mean": -0.17235444486141205, + "lyap1_max": -0.1250026524066925, + "frac_above_star": 0.0 + }, + { + "step": 60, + "sup_loss": 0.7804021261525393, + "rf_loss": 0.0, + "total_loss": 0.7804021261525393, + "lyap1_mean": -0.1649075150489807, + "lyap1_max": -0.11127787828445435, + "frac_above_star": 0.0 + }, + { + "step": 61, + "sup_loss": 0.8619225022781628, + "rf_loss": 0.0, + "total_loss": 0.8619225022781628, + "lyap1_mean": -0.1449926793575287, + "lyap1_max": -0.08310116827487946, + "frac_above_star": 0.0 + }, + { + "step": 62, + "sup_loss": 0.6226525683850979, + "rf_loss": 0.0, + "total_loss": 0.6226525683850979, + "lyap1_mean": -0.18462902307510376, + "lyap1_max": -0.11141124367713928, + "frac_above_star": 0.0 + }, + { + "step": 63, + "sup_loss": 0.8186303257213046, + "rf_loss": 0.0, + "total_loss": 0.8186303257213046, + "lyap1_mean": -0.16580209136009216, + "lyap1_max": -0.11237470805644989, + "frac_above_star": 0.0 + }, + { + "step": 64, + "sup_loss": 0.7060758427684247, + "rf_loss": 0.0, + "total_loss": 0.7060758427684247, + "lyap1_mean": -0.16295035183429718, + "lyap1_max": -0.09162454307079315, + "frac_above_star": 0.0 + }, + { + "step": 65, + "sup_loss": 0.7977745123292174, + "rf_loss": 0.0, + "total_loss": 0.7977745123292174, + "lyap1_mean": -0.175790473818779, + "lyap1_max": -0.10176976770162582, + "frac_above_star": 0.0 + }, + { + "step": 66, + "sup_loss": 0.6674321644973507, + "rf_loss": 0.0, + "total_loss": 0.6674321644973507, + "lyap1_mean": -0.16558963060379028, + "lyap1_max": -0.12669838964939117, + "frac_above_star": 0.0 + }, + { + "step": 67, + "sup_loss": 0.7570311766062797, + "rf_loss": 0.0, + "total_loss": 0.7570311766062797, + "lyap1_mean": -0.1584157943725586, + "lyap1_max": -0.11383870244026184, + "frac_above_star": 0.0 + }, + { + "step": 68, + "sup_loss": 0.7479337434863242, + "rf_loss": 0.0, + "total_loss": 0.7479337434863242, + "lyap1_mean": -0.18688973784446716, + "lyap1_max": -0.12112444639205933, + "frac_above_star": 0.0 + }, + { + "step": 69, + "sup_loss": 0.9383468087009581, + "rf_loss": 0.0, + "total_loss": 0.9383468087009581, + "lyap1_mean": -0.1557079553604126, + "lyap1_max": -0.08442302793264389, + "frac_above_star": 0.0 + }, + { + "step": 70, + "sup_loss": 0.7972332636904691, + "rf_loss": 0.0, + "total_loss": 0.7972332636904691, + "lyap1_mean": -0.15671610832214355, + "lyap1_max": -0.10424863547086716, + "frac_above_star": 0.0 + }, + { + "step": 71, + "sup_loss": 0.8917381428562074, + "rf_loss": 0.0, + "total_loss": 0.8917381428562074, + "lyap1_mean": -0.1693902164697647, + "lyap1_max": -0.10430758446455002, + "frac_above_star": 0.0 + }, + { + "step": 72, + "sup_loss": 0.5868613694354042, + "rf_loss": 0.0, + "total_loss": 0.5868613694354042, + "lyap1_mean": -0.19172939658164978, + "lyap1_max": -0.06764912605285645, + "frac_above_star": 0.0 + }, + { + "step": 73, + "sup_loss": 0.7802502861363305, + "rf_loss": 0.0, + "total_loss": 0.7802502861363305, + "lyap1_mean": -0.17565500736236572, + "lyap1_max": -0.07939945161342621, + "frac_above_star": 0.0 + }, + { + "step": 74, + "sup_loss": 0.9371371111344537, + "rf_loss": 0.0, + "total_loss": 0.9371371111344537, + "lyap1_mean": -0.13398268818855286, + "lyap1_max": -0.07889707386493683, + "frac_above_star": 0.0 + }, + { + "step": 75, + "sup_loss": 0.6995847676361253, + "rf_loss": 0.0, + "total_loss": 0.6995847676361253, + "lyap1_mean": -0.16471520066261292, + "lyap1_max": -0.08422510325908661, + "frac_above_star": 0.0 + }, + { + "step": 76, + "sup_loss": 0.7680522256448168, + "rf_loss": 0.0, + "total_loss": 0.7680522256448168, + "lyap1_mean": -0.15201972424983978, + "lyap1_max": -0.10308493673801422, + "frac_above_star": 0.0 + }, + { + "step": 77, + "sup_loss": 0.7680704564118263, + "rf_loss": 0.0, + "total_loss": 0.7680704564118263, + "lyap1_mean": -0.18679332733154297, + "lyap1_max": -0.13689649105072021, + "frac_above_star": 0.0 + }, + { + "step": 78, + "sup_loss": 1.0719227230006312, + "rf_loss": 0.0, + "total_loss": 1.0719227230006312, + "lyap1_mean": -0.15680375695228577, + "lyap1_max": -0.07504019886255264, + "frac_above_star": 0.0 + }, + { + "step": 79, + "sup_loss": 0.7924003076917513, + "rf_loss": 0.0, + "total_loss": 0.7924003076917513, + "lyap1_mean": -0.17250043153762817, + "lyap1_max": -0.127183735370636, + "frac_above_star": 0.0 + }, + { + "step": 80, + "sup_loss": 0.7863403165320153, + "rf_loss": 0.0, + "total_loss": 0.7863403165320153, + "lyap1_mean": -0.17740532755851746, + "lyap1_max": -0.12502695620059967, + "frac_above_star": 0.0 + }, + { + "step": 81, + "sup_loss": 0.7784614940993909, + "rf_loss": 0.0, + "total_loss": 0.7784614940993909, + "lyap1_mean": -0.15497496724128723, + "lyap1_max": -0.07891250401735306, + "frac_above_star": 0.0 + }, + { + "step": 82, + "sup_loss": 0.5962531492923522, + "rf_loss": 0.0, + "total_loss": 0.5962531492923522, + "lyap1_mean": -0.20420333743095398, + "lyap1_max": -0.15635086596012115, + "frac_above_star": 0.0 + }, + { + "step": 83, + "sup_loss": 0.869824739035309, + "rf_loss": 0.0, + "total_loss": 0.869824739035309, + "lyap1_mean": -0.15379047393798828, + "lyap1_max": -0.11902450025081635, + "frac_above_star": 0.0 + }, + { + "step": 84, + "sup_loss": 0.7282124322822039, + "rf_loss": 0.0, + "total_loss": 0.7282124322822039, + "lyap1_mean": -0.16671672463417053, + "lyap1_max": -0.09474595636129379, + "frac_above_star": 0.0 + }, + { + "step": 85, + "sup_loss": 0.8438638988480853, + "rf_loss": 0.0, + "total_loss": 0.8438638988480853, + "lyap1_mean": -0.14430361986160278, + "lyap1_max": -0.06433071196079254, + "frac_above_star": 0.0 + }, + { + "step": 86, + "sup_loss": 0.8008075975951966, + "rf_loss": 0.0, + "total_loss": 0.8008075975951966, + "lyap1_mean": -0.1632971167564392, + "lyap1_max": -0.08366084098815918, + "frac_above_star": 0.0 + }, + { + "step": 87, + "sup_loss": 0.8290116354568133, + "rf_loss": 0.0, + "total_loss": 0.8290116354568133, + "lyap1_mean": -0.14827777445316315, + "lyap1_max": -0.11166894435882568, + "frac_above_star": 0.0 + }, + { + "step": 88, + "sup_loss": 0.871024630652313, + "rf_loss": 0.0, + "total_loss": 0.871024630652313, + "lyap1_mean": -0.1735086292028427, + "lyap1_max": -0.08007486164569855, + "frac_above_star": 0.0 + }, + { + "step": 89, + "sup_loss": 0.9054000908363964, + "rf_loss": 0.0, + "total_loss": 0.9054000908363964, + "lyap1_mean": -0.15406516194343567, + "lyap1_max": -0.05276237055659294, + "frac_above_star": 0.0 + }, + { + "step": 90, + "sup_loss": 0.6796764819443825, + "rf_loss": 0.0, + "total_loss": 0.6796764819443825, + "lyap1_mean": -0.17744198441505432, + "lyap1_max": -0.06779630482196808, + "frac_above_star": 0.0 + }, + { + "step": 91, + "sup_loss": 0.7405302682131508, + "rf_loss": 0.0, + "total_loss": 0.7405302682131508, + "lyap1_mean": -0.1653016209602356, + "lyap1_max": -0.08926515281200409, + "frac_above_star": 0.0 + }, + { + "step": 92, + "sup_loss": 0.959891361490995, + "rf_loss": 0.0, + "total_loss": 0.959891361490995, + "lyap1_mean": -0.15217715501785278, + "lyap1_max": -0.09848533570766449, + "frac_above_star": 0.0 + }, + { + "step": 93, + "sup_loss": 0.8066093378152731, + "rf_loss": 0.0, + "total_loss": 0.8066093378152731, + "lyap1_mean": -0.18582198023796082, + "lyap1_max": -0.11925028264522552, + "frac_above_star": 0.0 + }, + { + "step": 94, + "sup_loss": 0.8377361958792608, + "rf_loss": 0.0, + "total_loss": 0.8377361958792608, + "lyap1_mean": -0.1724281907081604, + "lyap1_max": -0.09862741082906723, + "frac_above_star": 0.0 + }, + { + "step": 95, + "sup_loss": 0.8424471599988244, + "rf_loss": 0.0, + "total_loss": 0.8424471599988244, + "lyap1_mean": -0.1551160365343094, + "lyap1_max": -0.08934839069843292, + "frac_above_star": 0.0 + }, + { + "step": 96, + "sup_loss": 0.7928217621307205, + "rf_loss": 0.0, + "total_loss": 0.7928217621307205, + "lyap1_mean": -0.17161807417869568, + "lyap1_max": -0.12332783639431, + "frac_above_star": 0.0 + }, + { + "step": 97, + "sup_loss": 0.5319599088261506, + "rf_loss": 0.0, + "total_loss": 0.5319599088261506, + "lyap1_mean": -0.15551698207855225, + "lyap1_max": -0.07974223792552948, + "frac_above_star": 0.0 + }, + { + "step": 98, + "sup_loss": 0.8869766858942241, + "rf_loss": 0.0, + "total_loss": 0.8869766858942241, + "lyap1_mean": -0.17304572463035583, + "lyap1_max": -0.12348847091197968, + "frac_above_star": 0.0 + }, + { + "step": 99, + "sup_loss": 0.6809509251289727, + "rf_loss": 0.0, + "total_loss": 0.6809509251289727, + "lyap1_mean": -0.2019055336713791, + "lyap1_max": -0.148316890001297, + "frac_above_star": 0.0 + }, + { + "step": 100, + "sup_loss": 0.6932971663930526, + "rf_loss": 0.0, + "total_loss": 0.6932971663930526, + "lyap1_mean": -0.17261841893196106, + "lyap1_max": -0.101192407310009, + "frac_above_star": 0.0 + }, + { + "step": 101, + "sup_loss": 0.7172839549394129, + "rf_loss": 0.0, + "total_loss": 0.7172839549394129, + "lyap1_mean": -0.1970173716545105, + "lyap1_max": -0.11412204802036285, + "frac_above_star": 0.0 + }, + { + "step": 102, + "sup_loss": 0.6612557721274192, + "rf_loss": 0.0, + "total_loss": 0.6612557721274192, + "lyap1_mean": -0.19978678226470947, + "lyap1_max": -0.10191141068935394, + "frac_above_star": 0.0 + }, + { + "step": 103, + "sup_loss": 0.8468669156616463, + "rf_loss": 0.0, + "total_loss": 0.8468669156616463, + "lyap1_mean": -0.15041068196296692, + "lyap1_max": -0.04945030063390732, + "frac_above_star": 0.0 + }, + { + "step": 104, + "sup_loss": 0.8583694836588244, + "rf_loss": 0.0, + "total_loss": 0.8583694836588244, + "lyap1_mean": -0.1923953890800476, + "lyap1_max": -0.14725874364376068, + "frac_above_star": 0.0 + }, + { + "step": 105, + "sup_loss": 0.8133936439498823, + "rf_loss": 0.0, + "total_loss": 0.8133936439498823, + "lyap1_mean": -0.16363279521465302, + "lyap1_max": -0.1387873888015747, + "frac_above_star": 0.0 + }, + { + "step": 106, + "sup_loss": 0.7624780252659825, + "rf_loss": 0.0, + "total_loss": 0.7624780252659825, + "lyap1_mean": -0.15654289722442627, + "lyap1_max": -0.09704338014125824, + "frac_above_star": 0.0 + }, + { + "step": 107, + "sup_loss": 0.669478113888003, + "rf_loss": 0.0, + "total_loss": 0.669478113888003, + "lyap1_mean": -0.1826716959476471, + "lyap1_max": -0.1293877214193344, + "frac_above_star": 0.0 + }, + { + "step": 108, + "sup_loss": 0.7199813162190785, + "rf_loss": 0.0, + "total_loss": 0.7199813162190785, + "lyap1_mean": -0.15621417760849, + "lyap1_max": -0.08606496453285217, + "frac_above_star": 0.0 + }, + { + "step": 109, + "sup_loss": 0.8211397918026317, + "rf_loss": 0.0, + "total_loss": 0.8211397918026317, + "lyap1_mean": -0.16678160429000854, + "lyap1_max": -0.08149410039186478, + "frac_above_star": 0.0 + }, + { + "step": 110, + "sup_loss": 0.7527194244874595, + "rf_loss": 0.0, + "total_loss": 0.7527194244874595, + "lyap1_mean": -0.14759573340415955, + "lyap1_max": -0.06053254008293152, + "frac_above_star": 0.0 + }, + { + "step": 111, + "sup_loss": 0.7962335239705701, + "rf_loss": 0.0, + "total_loss": 0.7962335239705701, + "lyap1_mean": -0.17121528089046478, + "lyap1_max": -0.11669443547725677, + "frac_above_star": 0.0 + }, + { + "step": 112, + "sup_loss": 0.819190524508695, + "rf_loss": 0.0, + "total_loss": 0.819190524508695, + "lyap1_mean": -0.15021024644374847, + "lyap1_max": -0.07244427502155304, + "frac_above_star": 0.0 + }, + { + "step": 113, + "sup_loss": 0.7353313062526686, + "rf_loss": 0.0, + "total_loss": 0.7353313062526686, + "lyap1_mean": -0.16155700385570526, + "lyap1_max": -0.10230591148138046, + "frac_above_star": 0.0 + }, + { + "step": 114, + "sup_loss": 0.7585230800750145, + "rf_loss": 0.0, + "total_loss": 0.7585230800750145, + "lyap1_mean": -0.1581377387046814, + "lyap1_max": -0.07779434323310852, + "frac_above_star": 0.0 + }, + { + "step": 115, + "sup_loss": 0.7870366757094124, + "rf_loss": 0.0, + "total_loss": 0.7870366757094124, + "lyap1_mean": -0.17732849717140198, + "lyap1_max": -0.09114113450050354, + "frac_above_star": 0.0 + }, + { + "step": 116, + "sup_loss": 0.7200892198309691, + "rf_loss": 0.0, + "total_loss": 0.7200892198309691, + "lyap1_mean": -0.17902740836143494, + "lyap1_max": -0.14571844041347504, + "frac_above_star": 0.0 + }, + { + "step": 117, + "sup_loss": 0.9256499426738422, + "rf_loss": 0.0, + "total_loss": 0.9256499426738422, + "lyap1_mean": -0.14595988392829895, + "lyap1_max": -0.08750791847705841, + "frac_above_star": 0.0 + }, + { + "step": 118, + "sup_loss": 0.7333474061081077, + "rf_loss": 0.0, + "total_loss": 0.7333474061081077, + "lyap1_mean": -0.20178937911987305, + "lyap1_max": -0.13387054204940796, + "frac_above_star": 0.0 + }, + { + "step": 119, + "sup_loss": 0.6994522639753817, + "rf_loss": 0.0, + "total_loss": 0.6994522639753817, + "lyap1_mean": -0.1728905886411667, + "lyap1_max": -0.12488430738449097, + "frac_above_star": 0.0 + }, + { + "step": 120, + "sup_loss": 0.822452535201445, + "rf_loss": 0.0, + "total_loss": 0.822452535201445, + "lyap1_mean": -0.1779555082321167, + "lyap1_max": -0.14769771695137024, + "frac_above_star": 0.0 + }, + { + "step": 121, + "sup_loss": 0.8441150098648753, + "rf_loss": 0.0, + "total_loss": 0.8441150098648753, + "lyap1_mean": -0.1617911159992218, + "lyap1_max": -0.08253733068704605, + "frac_above_star": 0.0 + }, + { + "step": 122, + "sup_loss": 0.9298613608561141, + "rf_loss": 0.0, + "total_loss": 0.9298613608561141, + "lyap1_mean": -0.1384105086326599, + "lyap1_max": -0.07427310943603516, + "frac_above_star": 0.0 + }, + { + "step": 123, + "sup_loss": 0.9734750358619769, + "rf_loss": 0.0, + "total_loss": 0.9734750358619769, + "lyap1_mean": -0.14934736490249634, + "lyap1_max": -0.09084898233413696, + "frac_above_star": 0.0 + }, + { + "step": 124, + "sup_loss": 0.926795940661962, + "rf_loss": 0.0, + "total_loss": 0.926795940661962, + "lyap1_mean": -0.1614699363708496, + "lyap1_max": -0.09227512776851654, + "frac_above_star": 0.0 + }, + { + "step": 125, + "sup_loss": 0.5856787023997928, + "rf_loss": 0.0, + "total_loss": 0.5856787023997928, + "lyap1_mean": -0.18636247515678406, + "lyap1_max": -0.09235524386167526, + "frac_above_star": 0.0 + }, + { + "step": 126, + "sup_loss": 0.7417324219213912, + "rf_loss": 0.0, + "total_loss": 0.7417324219213912, + "lyap1_mean": -0.18018226325511932, + "lyap1_max": -0.11953740566968918, + "frac_above_star": 0.0 + }, + { + "step": 127, + "sup_loss": 0.6828074971888458, + "rf_loss": 0.0, + "total_loss": 0.6828074971888458, + "lyap1_mean": -0.20492081344127655, + "lyap1_max": -0.13967663049697876, + "frac_above_star": 0.0 + }, + { + "step": 128, + "sup_loss": 0.6566715224637683, + "rf_loss": 0.0, + "total_loss": 0.6566715224637683, + "lyap1_mean": -0.16397206485271454, + "lyap1_max": -0.0953826904296875, + "frac_above_star": 0.0 + }, + { + "step": 129, + "sup_loss": 0.6711186646126367, + "rf_loss": 0.0, + "total_loss": 0.6711186646126367, + "lyap1_mean": -0.16708149015903473, + "lyap1_max": -0.15234875679016113, + "frac_above_star": 0.0 + }, + { + "step": 130, + "sup_loss": 0.747669403363346, + "rf_loss": 0.0, + "total_loss": 0.747669403363346, + "lyap1_mean": -0.1943747103214264, + "lyap1_max": -0.13893629610538483, + "frac_above_star": 0.0 + }, + { + "step": 131, + "sup_loss": 0.6548846929181958, + "rf_loss": 0.0, + "total_loss": 0.6548846929181958, + "lyap1_mean": -0.16731183230876923, + "lyap1_max": -0.12472830712795258, + "frac_above_star": 0.0 + }, + { + "step": 132, + "sup_loss": 0.87899150060636, + "rf_loss": 0.0, + "total_loss": 0.87899150060636, + "lyap1_mean": -0.184157133102417, + "lyap1_max": -0.13834592700004578, + "frac_above_star": 0.0 + }, + { + "step": 133, + "sup_loss": 0.820659242728761, + "rf_loss": 0.0, + "total_loss": 0.820659242728761, + "lyap1_mean": -0.17789402604103088, + "lyap1_max": -0.10860192030668259, + "frac_above_star": 0.0 + }, + { + "step": 134, + "sup_loss": 0.6221676836480234, + "rf_loss": 0.0, + "total_loss": 0.6221676836480234, + "lyap1_mean": -0.19646808505058289, + "lyap1_max": -0.10887427628040314, + "frac_above_star": 0.0 + }, + { + "step": 135, + "sup_loss": 0.8879354191766404, + "rf_loss": 0.0, + "total_loss": 0.8879354191766404, + "lyap1_mean": -0.14878708124160767, + "lyap1_max": -0.09070006012916565, + "frac_above_star": 0.0 + }, + { + "step": 136, + "sup_loss": 0.8340566907510802, + "rf_loss": 0.0, + "total_loss": 0.8340566907510802, + "lyap1_mean": -0.13781292736530304, + "lyap1_max": -0.04971388727426529, + "frac_above_star": 0.0 + }, + { + "step": 137, + "sup_loss": 0.9279322811120395, + "rf_loss": 0.0, + "total_loss": 0.9279322811120395, + "lyap1_mean": -0.1641617864370346, + "lyap1_max": -0.1355576366186142, + "frac_above_star": 0.0 + }, + { + "step": 138, + "sup_loss": 0.6409987584288634, + "rf_loss": 0.0, + "total_loss": 0.6409987584288634, + "lyap1_mean": -0.19008508324623108, + "lyap1_max": -0.1359959989786148, + "frac_above_star": 0.0 + }, + { + "step": 139, + "sup_loss": 0.7932947499881337, + "rf_loss": 0.0, + "total_loss": 0.7932947499881337, + "lyap1_mean": -0.16131657361984253, + "lyap1_max": -0.085594043135643, + "frac_above_star": 0.0 + }, + { + "step": 140, + "sup_loss": 0.929191052067696, + "rf_loss": 0.0, + "total_loss": 0.929191052067696, + "lyap1_mean": -0.14823558926582336, + "lyap1_max": -0.0798461064696312, + "frac_above_star": 0.0 + }, + { + "step": 141, + "sup_loss": 1.0209962541007453, + "rf_loss": 0.0, + "total_loss": 1.0209962541007453, + "lyap1_mean": -0.16819939017295837, + "lyap1_max": -0.10699416697025299, + "frac_above_star": 0.0 + }, + { + "step": 142, + "sup_loss": 0.5724088201290927, + "rf_loss": 0.0, + "total_loss": 0.5724088201290927, + "lyap1_mean": -0.17610178887844086, + "lyap1_max": -0.13439446687698364, + "frac_above_star": 0.0 + }, + { + "step": 143, + "sup_loss": 0.7429904525340649, + "rf_loss": 0.0, + "total_loss": 0.7429904525340649, + "lyap1_mean": -0.18931731581687927, + "lyap1_max": -0.11968135088682175, + "frac_above_star": 0.0 + }, + { + "step": 144, + "sup_loss": 0.85771183482815, + "rf_loss": 0.0, + "total_loss": 0.85771183482815, + "lyap1_mean": -0.16854631900787354, + "lyap1_max": -0.14811617136001587, + "frac_above_star": 0.0 + }, + { + "step": 145, + "sup_loss": 0.8151454012336874, + "rf_loss": 0.0, + "total_loss": 0.8151454012336874, + "lyap1_mean": -0.1731804460287094, + "lyap1_max": -0.1379702389240265, + "frac_above_star": 0.0 + }, + { + "step": 146, + "sup_loss": 0.7937460154492639, + "rf_loss": 0.0, + "total_loss": 0.7937460154492639, + "lyap1_mean": -0.1658029854297638, + "lyap1_max": -0.12620912492275238, + "frac_above_star": 0.0 + }, + { + "step": 147, + "sup_loss": 0.7638652871953294, + "rf_loss": 0.0, + "total_loss": 0.7638652871953294, + "lyap1_mean": -0.15136802196502686, + "lyap1_max": -0.08748917281627655, + "frac_above_star": 0.0 + }, + { + "step": 148, + "sup_loss": 0.7058689661706421, + "rf_loss": 0.0, + "total_loss": 0.7058689661706421, + "lyap1_mean": -0.20514148473739624, + "lyap1_max": -0.13583803176879883, + "frac_above_star": 0.0 + }, + { + "step": 149, + "sup_loss": 0.6491663699028352, + "rf_loss": 0.0, + "total_loss": 0.6491663699028352, + "lyap1_mean": -0.15215185284614563, + "lyap1_max": -0.06126784533262253, + "frac_above_star": 0.0 + }, + { + "step": 150, + "sup_loss": 0.6043110611127395, + "rf_loss": 0.0, + "total_loss": 0.6043110611127395, + "lyap1_mean": -0.20292851328849792, + "lyap1_max": -0.12694481015205383, + "frac_above_star": 0.0 + }, + { + "step": 151, + "sup_loss": 0.7328825131642822, + "rf_loss": 0.0, + "total_loss": 0.7328825131642822, + "lyap1_mean": -0.17438547313213348, + "lyap1_max": -0.07095185667276382, + "frac_above_star": 0.0 + }, + { + "step": 152, + "sup_loss": 0.7247777642858168, + "rf_loss": 0.0, + "total_loss": 0.7247777642858168, + "lyap1_mean": -0.18617480993270874, + "lyap1_max": -0.07916572690010071, + "frac_above_star": 0.0 + }, + { + "step": 153, + "sup_loss": 0.7756803847951447, + "rf_loss": 0.0, + "total_loss": 0.7756803847951447, + "lyap1_mean": -0.15397393703460693, + "lyap1_max": -0.07382673770189285, + "frac_above_star": 0.0 + }, + { + "step": 154, + "sup_loss": 0.8302548327085966, + "rf_loss": 0.0, + "total_loss": 0.8302548327085966, + "lyap1_mean": -0.1548781394958496, + "lyap1_max": -0.11556848138570786, + "frac_above_star": 0.0 + }, + { + "step": 155, + "sup_loss": 0.6271648247305546, + "rf_loss": 0.0, + "total_loss": 0.6271648247305546, + "lyap1_mean": -0.19603094458580017, + "lyap1_max": -0.14171847701072693, + "frac_above_star": 0.0 + }, + { + "step": 156, + "sup_loss": 0.8336405717362522, + "rf_loss": 0.0, + "total_loss": 0.8336405717362522, + "lyap1_mean": -0.1532600224018097, + "lyap1_max": -0.1058310717344284, + "frac_above_star": 0.0 + }, + { + "step": 157, + "sup_loss": 0.8139413853566304, + "rf_loss": 0.0, + "total_loss": 0.8139413853566304, + "lyap1_mean": -0.1833978295326233, + "lyap1_max": -0.08714105933904648, + "frac_above_star": 0.0 + }, + { + "step": 158, + "sup_loss": 0.897898119635671, + "rf_loss": 0.0, + "total_loss": 0.897898119635671, + "lyap1_mean": -0.14197780191898346, + "lyap1_max": -0.08014634996652603, + "frac_above_star": 0.0 + }, + { + "step": 159, + "sup_loss": 0.7540262418089468, + "rf_loss": 0.0, + "total_loss": 0.7540262418089468, + "lyap1_mean": -0.1696893274784088, + "lyap1_max": -0.09252160787582397, + "frac_above_star": 0.0 + }, + { + "step": 160, + "sup_loss": 0.8597268828770088, + "rf_loss": 0.0, + "total_loss": 0.8597268828770088, + "lyap1_mean": -0.15336276590824127, + "lyap1_max": -0.11005453765392303, + "frac_above_star": 0.0 + }, + { + "step": 161, + "sup_loss": 0.567313943276494, + "rf_loss": 0.0, + "total_loss": 0.567313943276494, + "lyap1_mean": -0.17552731931209564, + "lyap1_max": -0.10301628708839417, + "frac_above_star": 0.0 + }, + { + "step": 162, + "sup_loss": 0.5661651824271624, + "rf_loss": 0.0, + "total_loss": 0.5661651824271624, + "lyap1_mean": -0.17306014895439148, + "lyap1_max": -0.08119261264801025, + "frac_above_star": 0.0 + }, + { + "step": 163, + "sup_loss": 0.8635744759666706, + "rf_loss": 0.0, + "total_loss": 0.8635744759666706, + "lyap1_mean": -0.16668888926506042, + "lyap1_max": -0.09334827959537506, + "frac_above_star": 0.0 + }, + { + "step": 164, + "sup_loss": 0.53908302295947, + "rf_loss": 0.0, + "total_loss": 0.53908302295947, + "lyap1_mean": -0.21642683446407318, + "lyap1_max": -0.15485723316669464, + "frac_above_star": 0.0 + }, + { + "step": 165, + "sup_loss": 0.8059471145246417, + "rf_loss": 0.0, + "total_loss": 0.8059471145246417, + "lyap1_mean": -0.1422019898891449, + "lyap1_max": -0.11626607179641724, + "frac_above_star": 0.0 + }, + { + "step": 166, + "sup_loss": 0.7862939444783483, + "rf_loss": 0.0, + "total_loss": 0.7862939444783483, + "lyap1_mean": -0.16233119368553162, + "lyap1_max": -0.09521381556987762, + "frac_above_star": 0.0 + }, + { + "step": 167, + "sup_loss": 0.8465730171072239, + "rf_loss": 0.0, + "total_loss": 0.8465730171072239, + "lyap1_mean": -0.15668553113937378, + "lyap1_max": -0.046210285276174545, + "frac_above_star": 0.0 + }, + { + "step": 168, + "sup_loss": 0.7624969760120843, + "rf_loss": 0.0, + "total_loss": 0.7624969760120843, + "lyap1_mean": -0.16570794582366943, + "lyap1_max": -0.07484769821166992, + "frac_above_star": 0.0 + }, + { + "step": 169, + "sup_loss": 0.7920092869795023, + "rf_loss": 0.0, + "total_loss": 0.7920092869795023, + "lyap1_mean": -0.15588170289993286, + "lyap1_max": -0.10665102303028107, + "frac_above_star": 0.0 + }, + { + "step": 170, + "sup_loss": 0.69001023337839, + "rf_loss": 0.0, + "total_loss": 0.69001023337839, + "lyap1_mean": -0.17999500036239624, + "lyap1_max": -0.09192749857902527, + "frac_above_star": 0.0 + }, + { + "step": 171, + "sup_loss": 0.6839862118881731, + "rf_loss": 0.0, + "total_loss": 0.6839862118881731, + "lyap1_mean": -0.1824927031993866, + "lyap1_max": -0.13036483526229858, + "frac_above_star": 0.0 + }, + { + "step": 172, + "sup_loss": 0.679365494752299, + "rf_loss": 0.0, + "total_loss": 0.679365494752299, + "lyap1_mean": -0.16524581611156464, + "lyap1_max": -0.08877696096897125, + "frac_above_star": 0.0 + }, + { + "step": 173, + "sup_loss": 0.6908645886333107, + "rf_loss": 0.0, + "total_loss": 0.6908645886333107, + "lyap1_mean": -0.1615837961435318, + "lyap1_max": -0.04654408618807793, + "frac_above_star": 0.0 + }, + { + "step": 174, + "sup_loss": 0.7250911660620694, + "rf_loss": 0.0, + "total_loss": 0.7250911660620694, + "lyap1_mean": -0.1857822984457016, + "lyap1_max": -0.10840807855129242, + "frac_above_star": 0.0 + }, + { + "step": 175, + "sup_loss": 0.6668588422186289, + "rf_loss": 0.0, + "total_loss": 0.6668588422186289, + "lyap1_mean": -0.19333378970623016, + "lyap1_max": -0.12078888714313507, + "frac_above_star": 0.0 + }, + { + "step": 176, + "sup_loss": 0.7311434154163532, + "rf_loss": 0.0, + "total_loss": 0.7311434154163532, + "lyap1_mean": -0.16130349040031433, + "lyap1_max": -0.11399425566196442, + "frac_above_star": 0.0 + }, + { + "step": 177, + "sup_loss": 0.7844577575338115, + "rf_loss": 0.0, + "total_loss": 0.7844577575338115, + "lyap1_mean": -0.1746463030576706, + "lyap1_max": -0.07449942082166672, + "frac_above_star": 0.0 + }, + { + "step": 178, + "sup_loss": 0.7102304405565822, + "rf_loss": 0.0, + "total_loss": 0.7102304405565822, + "lyap1_mean": -0.16273388266563416, + "lyap1_max": -0.10300224274396896, + "frac_above_star": 0.0 + }, + { + "step": 179, + "sup_loss": 0.7590574499413111, + "rf_loss": 0.0, + "total_loss": 0.7590574499413111, + "lyap1_mean": -0.17013831436634064, + "lyap1_max": -0.06481930613517761, + "frac_above_star": 0.0 + }, + { + "step": 180, + "sup_loss": 0.7438333438697635, + "rf_loss": 0.0, + "total_loss": 0.7438333438697635, + "lyap1_mean": -0.16445735096931458, + "lyap1_max": -0.11066214740276337, + "frac_above_star": 0.0 + }, + { + "step": 181, + "sup_loss": 0.5731900383285344, + "rf_loss": 0.0, + "total_loss": 0.5731900383285344, + "lyap1_mean": -0.18239068984985352, + "lyap1_max": -0.09669946134090424, + "frac_above_star": 0.0 + }, + { + "step": 182, + "sup_loss": 0.8239121084225494, + "rf_loss": 0.0, + "total_loss": 0.8239121084225494, + "lyap1_mean": -0.15994884073734283, + "lyap1_max": -0.08857240527868271, + "frac_above_star": 0.0 + }, + { + "step": 183, + "sup_loss": 0.8390062965009211, + "rf_loss": 0.0, + "total_loss": 0.8390062965009211, + "lyap1_mean": -0.16378280520439148, + "lyap1_max": -0.13185560703277588, + "frac_above_star": 0.0 + }, + { + "step": 184, + "sup_loss": 0.5139838225104381, + "rf_loss": 0.0, + "total_loss": 0.5139838225104381, + "lyap1_mean": -0.17058339715003967, + "lyap1_max": -0.14022889733314514, + "frac_above_star": 0.0 + }, + { + "step": 185, + "sup_loss": 0.4951112641072267, + "rf_loss": 0.0, + "total_loss": 0.4951112641072267, + "lyap1_mean": -0.19875267148017883, + "lyap1_max": -0.10223870724439621, + "frac_above_star": 0.0 + }, + { + "step": 186, + "sup_loss": 0.6438913209479146, + "rf_loss": 0.0, + "total_loss": 0.6438913209479146, + "lyap1_mean": -0.20970505475997925, + "lyap1_max": -0.13993604481220245, + "frac_above_star": 0.0 + }, + { + "step": 187, + "sup_loss": 0.6925541272985121, + "rf_loss": 0.0, + "total_loss": 0.6925541272985121, + "lyap1_mean": -0.1626724749803543, + "lyap1_max": -0.03564203903079033, + "frac_above_star": 0.0 + }, + { + "step": 188, + "sup_loss": 0.8202805350996987, + "rf_loss": 0.0, + "total_loss": 0.8202805350996987, + "lyap1_mean": -0.17400962114334106, + "lyap1_max": -0.09841232746839523, + "frac_above_star": 0.0 + }, + { + "step": 189, + "sup_loss": 0.8776983696170567, + "rf_loss": 0.0, + "total_loss": 0.8776983696170567, + "lyap1_mean": -0.17359168827533722, + "lyap1_max": -0.15246328711509705, + "frac_above_star": 0.0 + }, + { + "step": 190, + "sup_loss": 0.6412128297616485, + "rf_loss": 0.0, + "total_loss": 0.6412128297616485, + "lyap1_mean": -0.16966512799263, + "lyap1_max": -0.07587598264217377, + "frac_above_star": 0.0 + }, + { + "step": 191, + "sup_loss": 0.8323860301082672, + "rf_loss": 0.0, + "total_loss": 0.8323860301082672, + "lyap1_mean": -0.16968223452568054, + "lyap1_max": -0.11610498279333115, + "frac_above_star": 0.0 + }, + { + "step": 192, + "sup_loss": 0.6947416798800439, + "rf_loss": 0.0, + "total_loss": 0.6947416798800439, + "lyap1_mean": -0.17459936439990997, + "lyap1_max": -0.11382755637168884, + "frac_above_star": 0.0 + }, + { + "step": 193, + "sup_loss": 0.5003116071365896, + "rf_loss": 0.0, + "total_loss": 0.5003116071365896, + "lyap1_mean": -0.20122554898262024, + "lyap1_max": -0.11211170256137848, + "frac_above_star": 0.0 + }, + { + "step": 194, + "sup_loss": 0.7519276463254314, + "rf_loss": 0.0, + "total_loss": 0.7519276463254314, + "lyap1_mean": -0.17644348740577698, + "lyap1_max": -0.1078515499830246, + "frac_above_star": 0.0 + }, + { + "step": 195, + "sup_loss": 0.730730632651499, + "rf_loss": 0.0, + "total_loss": 0.730730632651499, + "lyap1_mean": -0.15349891781806946, + "lyap1_max": -0.061941057443618774, + "frac_above_star": 0.0 + }, + { + "step": 196, + "sup_loss": 1.0266824719715943, + "rf_loss": 0.0, + "total_loss": 1.0266824719715943, + "lyap1_mean": -0.15062832832336426, + "lyap1_max": -0.07508152723312378, + "frac_above_star": 0.0 + }, + { + "step": 197, + "sup_loss": 0.7622687783216067, + "rf_loss": 0.0, + "total_loss": 0.7622687783216067, + "lyap1_mean": -0.17280295491218567, + "lyap1_max": -0.14788395166397095, + "frac_above_star": 0.0 + }, + { + "step": 198, + "sup_loss": 0.7096946841761094, + "rf_loss": 0.0, + "total_loss": 0.7096946841761094, + "lyap1_mean": -0.17940188944339752, + "lyap1_max": -0.10616344213485718, + "frac_above_star": 0.0 + }, + { + "step": 199, + "sup_loss": 0.710413867994947, + "rf_loss": 0.0, + "total_loss": 0.710413867994947, + "lyap1_mean": -0.16410966217517853, + "lyap1_max": -0.09801977872848511, + "frac_above_star": 0.0 + }, + { + "step": 200, + "sup_loss": 0.8987422144999132, + "rf_loss": 0.0, + "total_loss": 0.8987422144999132, + "lyap1_mean": -0.16635966300964355, + "lyap1_max": -0.11998310685157776, + "frac_above_star": 0.0 + }, + { + "step": 201, + "sup_loss": 0.8229733605448062, + "rf_loss": 0.0, + "total_loss": 0.8229733605448062, + "lyap1_mean": -0.17744357883930206, + "lyap1_max": -0.12851305305957794, + "frac_above_star": 0.0 + }, + { + "step": 202, + "sup_loss": 0.7791837414735417, + "rf_loss": 0.0, + "total_loss": 0.7791837414735417, + "lyap1_mean": -0.18683823943138123, + "lyap1_max": -0.1157243400812149, + "frac_above_star": 0.0 + }, + { + "step": 203, + "sup_loss": 0.9286088858207264, + "rf_loss": 0.0, + "total_loss": 0.9286088858207264, + "lyap1_mean": -0.1679665446281433, + "lyap1_max": -0.1035214513540268, + "frac_above_star": 0.0 + }, + { + "step": 204, + "sup_loss": 0.8222357954341666, + "rf_loss": 0.0, + "total_loss": 0.8222357954341666, + "lyap1_mean": -0.16079756617546082, + "lyap1_max": -0.11793660372495651, + "frac_above_star": 0.0 + }, + { + "step": 205, + "sup_loss": 0.8455613171412312, + "rf_loss": 0.0, + "total_loss": 0.8455613171412312, + "lyap1_mean": -0.1620713770389557, + "lyap1_max": -0.11234136670827866, + "frac_above_star": 0.0 + }, + { + "step": 206, + "sup_loss": 0.7041485447491482, + "rf_loss": 0.0, + "total_loss": 0.7041485447491482, + "lyap1_mean": -0.17229926586151123, + "lyap1_max": -0.06250911206007004, + "frac_above_star": 0.0 + }, + { + "step": 207, + "sup_loss": 0.9004567975409817, + "rf_loss": 0.0, + "total_loss": 0.9004567975409817, + "lyap1_mean": -0.14395850896835327, + "lyap1_max": -0.09696061909198761, + "frac_above_star": 0.0 + }, + { + "step": 208, + "sup_loss": 0.7893597391644395, + "rf_loss": 0.0, + "total_loss": 0.7893597391644395, + "lyap1_mean": -0.17254367470741272, + "lyap1_max": -0.1161198765039444, + "frac_above_star": 0.0 + }, + { + "step": 209, + "sup_loss": 0.8101634622411628, + "rf_loss": 0.0, + "total_loss": 0.8101634622411628, + "lyap1_mean": -0.15182897448539734, + "lyap1_max": -0.06672420352697372, + "frac_above_star": 0.0 + }, + { + "step": 210, + "sup_loss": 0.741051496199344, + "rf_loss": 0.0, + "total_loss": 0.741051496199344, + "lyap1_mean": -0.18320895731449127, + "lyap1_max": -0.11028634756803513, + "frac_above_star": 0.0 + }, + { + "step": 211, + "sup_loss": 0.7918872158974506, + "rf_loss": 0.0, + "total_loss": 0.7918872158974506, + "lyap1_mean": -0.18035513162612915, + "lyap1_max": -0.09271103143692017, + "frac_above_star": 0.0 + }, + { + "step": 212, + "sup_loss": 0.8247694261415017, + "rf_loss": 0.0, + "total_loss": 0.8247694261415017, + "lyap1_mean": -0.19089758396148682, + "lyap1_max": -0.10850884765386581, + "frac_above_star": 0.0 + }, + { + "step": 213, + "sup_loss": 0.7380901336444935, + "rf_loss": 0.0, + "total_loss": 0.7380901336444935, + "lyap1_mean": -0.1798802614212036, + "lyap1_max": -0.10674813389778137, + "frac_above_star": 0.0 + }, + { + "step": 214, + "sup_loss": 0.9124620232811509, + "rf_loss": 0.0, + "total_loss": 0.9124620232811509, + "lyap1_mean": -0.15938512980937958, + "lyap1_max": -0.08956335484981537, + "frac_above_star": 0.0 + }, + { + "step": 215, + "sup_loss": 0.8383814577726099, + "rf_loss": 0.0, + "total_loss": 0.8383814577726099, + "lyap1_mean": -0.18296310305595398, + "lyap1_max": -0.1361970752477646, + "frac_above_star": 0.0 + }, + { + "step": 216, + "sup_loss": 0.7849222414786545, + "rf_loss": 0.0, + "total_loss": 0.7849222414786545, + "lyap1_mean": -0.19624845683574677, + "lyap1_max": -0.13226759433746338, + "frac_above_star": 0.0 + }, + { + "step": 217, + "sup_loss": 0.7421837398874247, + "rf_loss": 0.0, + "total_loss": 0.7421837398874247, + "lyap1_mean": -0.17574234306812286, + "lyap1_max": -0.12938009202480316, + "frac_above_star": 0.0 + }, + { + "step": 218, + "sup_loss": 0.6629549855586129, + "rf_loss": 0.0, + "total_loss": 0.6629549855586129, + "lyap1_mean": -0.18129704892635345, + "lyap1_max": -0.13260987401008606, + "frac_above_star": 0.0 + }, + { + "step": 219, + "sup_loss": 0.6840603201535986, + "rf_loss": 0.0, + "total_loss": 0.6840603201535986, + "lyap1_mean": -0.1990727335214615, + "lyap1_max": -0.08984006941318512, + "frac_above_star": 0.0 + }, + { + "step": 220, + "sup_loss": 0.7152112882671304, + "rf_loss": 0.0, + "total_loss": 0.7152112882671304, + "lyap1_mean": -0.1750047504901886, + "lyap1_max": -0.1279468536376953, + "frac_above_star": 0.0 + }, + { + "step": 221, + "sup_loss": 0.5945395177322851, + "rf_loss": 0.0, + "total_loss": 0.5945395177322851, + "lyap1_mean": -0.17091503739356995, + "lyap1_max": -0.11892139166593552, + "frac_above_star": 0.0 + }, + { + "step": 222, + "sup_loss": 0.8313212951951273, + "rf_loss": 0.0, + "total_loss": 0.8313212951951273, + "lyap1_mean": -0.17117132246494293, + "lyap1_max": -0.07100550830364227, + "frac_above_star": 0.0 + }, + { + "step": 223, + "sup_loss": 0.9467504842952025, + "rf_loss": 0.0, + "total_loss": 0.9467504842952025, + "lyap1_mean": -0.15365126729011536, + "lyap1_max": -0.10880158841609955, + "frac_above_star": 0.0 + }, + { + "step": 224, + "sup_loss": 0.6597183601700347, + "rf_loss": 0.0, + "total_loss": 0.6597183601700347, + "lyap1_mean": -0.20803093910217285, + "lyap1_max": -0.09644880145788193, + "frac_above_star": 0.0 + }, + { + "step": 225, + "sup_loss": 0.8621975780179607, + "rf_loss": 0.0, + "total_loss": 0.8621975780179607, + "lyap1_mean": -0.15345844626426697, + "lyap1_max": -0.09045513719320297, + "frac_above_star": 0.0 + }, + { + "step": 226, + "sup_loss": 0.7939759345221549, + "rf_loss": 0.0, + "total_loss": 0.7939759345221549, + "lyap1_mean": -0.16197910904884338, + "lyap1_max": -0.04040231555700302, + "frac_above_star": 0.0 + }, + { + "step": 227, + "sup_loss": 0.8712795847785554, + "rf_loss": 0.0, + "total_loss": 0.8712795847785554, + "lyap1_mean": -0.15997344255447388, + "lyap1_max": -0.09363847225904465, + "frac_above_star": 0.0 + }, + { + "step": 228, + "sup_loss": 0.9246840798230771, + "rf_loss": 0.0, + "total_loss": 0.9246840798230771, + "lyap1_mean": -0.15923282504081726, + "lyap1_max": -0.12824827432632446, + "frac_above_star": 0.0 + }, + { + "step": 229, + "sup_loss": 0.7752232765156107, + "rf_loss": 0.0, + "total_loss": 0.7752232765156107, + "lyap1_mean": -0.13340364396572113, + "lyap1_max": -0.0699286088347435, + "frac_above_star": 0.0 + }, + { + "step": 230, + "sup_loss": 0.5719018230222401, + "rf_loss": 0.0, + "total_loss": 0.5719018230222401, + "lyap1_mean": -0.21996062994003296, + "lyap1_max": -0.16238048672676086, + "frac_above_star": 0.0 + }, + { + "step": 231, + "sup_loss": 0.7834718049939605, + "rf_loss": 0.0, + "total_loss": 0.7834718049939605, + "lyap1_mean": -0.19546273350715637, + "lyap1_max": -0.14723680913448334, + "frac_above_star": 0.0 + }, + { + "step": 232, + "sup_loss": 0.6890789723495347, + "rf_loss": 0.0, + "total_loss": 0.6890789723495347, + "lyap1_mean": -0.16683390736579895, + "lyap1_max": -0.10684414207935333, + "frac_above_star": 0.0 + }, + { + "step": 233, + "sup_loss": 0.8219109272678016, + "rf_loss": 0.0, + "total_loss": 0.8219109272678016, + "lyap1_mean": -0.1620226502418518, + "lyap1_max": -0.08477553725242615, + "frac_above_star": 0.0 + }, + { + "step": 234, + "sup_loss": 0.9287168303353363, + "rf_loss": 0.0, + "total_loss": 0.9287168303353363, + "lyap1_mean": -0.15649235248565674, + "lyap1_max": -0.10661419481039047, + "frac_above_star": 0.0 + }, + { + "step": 235, + "sup_loss": 0.7004516075816302, + "rf_loss": 0.0, + "total_loss": 0.7004516075816302, + "lyap1_mean": -0.19201423227787018, + "lyap1_max": -0.11516985297203064, + "frac_above_star": 0.0 + }, + { + "step": 236, + "sup_loss": 0.8204699916812441, + "rf_loss": 0.0, + "total_loss": 0.8204699916812441, + "lyap1_mean": -0.1709745228290558, + "lyap1_max": -0.13003043830394745, + "frac_above_star": 0.0 + }, + { + "step": 237, + "sup_loss": 0.9302211474253986, + "rf_loss": 0.0, + "total_loss": 0.9302211474253986, + "lyap1_mean": -0.1676252782344818, + "lyap1_max": -0.11757036298513412, + "frac_above_star": 0.0 + }, + { + "step": 238, + "sup_loss": 0.7806873569534611, + "rf_loss": 0.0, + "total_loss": 0.7806873569534611, + "lyap1_mean": -0.15620002150535583, + "lyap1_max": -0.07400869578123093, + "frac_above_star": 0.0 + }, + { + "step": 239, + "sup_loss": 0.6403219883989707, + "rf_loss": 0.0, + "total_loss": 0.6403219883989707, + "lyap1_mean": -0.19275642931461334, + "lyap1_max": -0.12160655856132507, + "frac_above_star": 0.0 + }, + { + "step": 240, + "sup_loss": 0.6373059160350203, + "rf_loss": 0.0, + "total_loss": 0.6373059160350203, + "lyap1_mean": -0.18819740414619446, + "lyap1_max": -0.09746885299682617, + "frac_above_star": 0.0 + }, + { + "step": 241, + "sup_loss": 0.8928055428270876, + "rf_loss": 0.0, + "total_loss": 0.8928055428270876, + "lyap1_mean": -0.14454811811447144, + "lyap1_max": -0.06982176005840302, + "frac_above_star": 0.0 + }, + { + "step": 242, + "sup_loss": 0.7829436275574065, + "rf_loss": 0.0, + "total_loss": 0.7829436275574065, + "lyap1_mean": -0.1823665350675583, + "lyap1_max": -0.12098699063062668, + "frac_above_star": 0.0 + }, + { + "step": 243, + "sup_loss": 0.7743003951177192, + "rf_loss": 0.0, + "total_loss": 0.7743003951177192, + "lyap1_mean": -0.18949231505393982, + "lyap1_max": -0.10645420849323273, + "frac_above_star": 0.0 + }, + { + "step": 244, + "sup_loss": 0.8626315425056522, + "rf_loss": 0.0, + "total_loss": 0.8626315425056522, + "lyap1_mean": -0.18962949514389038, + "lyap1_max": -0.10301056504249573, + "frac_above_star": 0.0 + }, + { + "step": 245, + "sup_loss": 0.725619073491794, + "rf_loss": 0.0, + "total_loss": 0.725619073491794, + "lyap1_mean": -0.15273261070251465, + "lyap1_max": -0.08995088189840317, + "frac_above_star": 0.0 + }, + { + "step": 246, + "sup_loss": 0.8772136527233615, + "rf_loss": 0.0, + "total_loss": 0.8772136527233615, + "lyap1_mean": -0.16788555681705475, + "lyap1_max": -0.07597482204437256, + "frac_above_star": 0.0 + }, + { + "step": 247, + "sup_loss": 0.689136054415951, + "rf_loss": 0.0, + "total_loss": 0.689136054415951, + "lyap1_mean": -0.2003830522298813, + "lyap1_max": -0.10623294115066528, + "frac_above_star": 0.0 + }, + { + "step": 248, + "sup_loss": 0.6657500853100111, + "rf_loss": 0.0, + "total_loss": 0.6657500853100111, + "lyap1_mean": -0.17094804346561432, + "lyap1_max": -0.13192637264728546, + "frac_above_star": 0.0 + }, + { + "step": 249, + "sup_loss": 0.6640087797029666, + "rf_loss": 0.0, + "total_loss": 0.6640087797029666, + "lyap1_mean": -0.17908301949501038, + "lyap1_max": -0.13472704589366913, + "frac_above_star": 0.0 + }, + { + "step": 250, + "sup_loss": 0.9065557702494237, + "rf_loss": 0.0, + "total_loss": 0.9065557702494237, + "lyap1_mean": -0.17438551783561707, + "lyap1_max": -0.13111144304275513, + "frac_above_star": 0.0 + }, + { + "step": 251, + "sup_loss": 0.7898802710577953, + "rf_loss": 0.0, + "total_loss": 0.7898802710577953, + "lyap1_mean": -0.14745879173278809, + "lyap1_max": -0.07215403020381927, + "frac_above_star": 0.0 + }, + { + "step": 252, + "sup_loss": 0.8224716148137389, + "rf_loss": 0.0, + "total_loss": 0.8224716148137389, + "lyap1_mean": -0.20333176851272583, + "lyap1_max": -0.14886224269866943, + "frac_above_star": 0.0 + }, + { + "step": 253, + "sup_loss": 0.8331560448146668, + "rf_loss": 0.0, + "total_loss": 0.8331560448146668, + "lyap1_mean": -0.18997608125209808, + "lyap1_max": -0.1362038254737854, + "frac_above_star": 0.0 + }, + { + "step": 254, + "sup_loss": 0.6809872615978996, + "rf_loss": 0.0, + "total_loss": 0.6809872615978996, + "lyap1_mean": -0.16881753504276276, + "lyap1_max": -0.10898472368717194, + "frac_above_star": 0.0 + }, + { + "step": 255, + "sup_loss": 0.9072427488799333, + "rf_loss": 0.0, + "total_loss": 0.9072427488799333, + "lyap1_mean": -0.16438108682632446, + "lyap1_max": -0.1031724363565445, + "frac_above_star": 0.0 + }, + { + "step": 256, + "sup_loss": 0.623132763104212, + "rf_loss": 0.0, + "total_loss": 0.623132763104212, + "lyap1_mean": -0.17960084974765778, + "lyap1_max": -0.12324444949626923, + "frac_above_star": 0.0 + }, + { + "step": 257, + "sup_loss": 0.6851595881703785, + "rf_loss": 0.0, + "total_loss": 0.6851595881703785, + "lyap1_mean": -0.18403306603431702, + "lyap1_max": -0.12133273482322693, + "frac_above_star": 0.0 + }, + { + "step": 258, + "sup_loss": 0.7585454503631855, + "rf_loss": 0.0, + "total_loss": 0.7585454503631855, + "lyap1_mean": -0.18607661128044128, + "lyap1_max": -0.1399630308151245, + "frac_above_star": 0.0 + }, + { + "step": 259, + "sup_loss": 0.8562633474973945, + "rf_loss": 0.0, + "total_loss": 0.8562633474973945, + "lyap1_mean": -0.197220578789711, + "lyap1_max": -0.14862793684005737, + "frac_above_star": 0.0 + }, + { + "step": 260, + "sup_loss": 0.800359979358698, + "rf_loss": 0.0, + "total_loss": 0.800359979358698, + "lyap1_mean": -0.18007001280784607, + "lyap1_max": -0.11528714001178741, + "frac_above_star": 0.0 + }, + { + "step": 261, + "sup_loss": 0.8109120815046025, + "rf_loss": 0.0, + "total_loss": 0.8109120815046025, + "lyap1_mean": -0.1881081908941269, + "lyap1_max": -0.07509860396385193, + "frac_above_star": 0.0 + }, + { + "step": 262, + "sup_loss": 0.6146807487085507, + "rf_loss": 0.0, + "total_loss": 0.6146807487085507, + "lyap1_mean": -0.1854826658964157, + "lyap1_max": -0.12120337784290314, + "frac_above_star": 0.0 + }, + { + "step": 263, + "sup_loss": 0.7799664612395257, + "rf_loss": 0.0, + "total_loss": 0.7799664612395257, + "lyap1_mean": -0.18412621319293976, + "lyap1_max": -0.15524744987487793, + "frac_above_star": 0.0 + }, + { + "step": 264, + "sup_loss": 0.8776182509384673, + "rf_loss": 0.0, + "total_loss": 0.8776182509384673, + "lyap1_mean": -0.15940186381340027, + "lyap1_max": -0.09137638658285141, + "frac_above_star": 0.0 + }, + { + "step": 265, + "sup_loss": 0.7696983475881723, + "rf_loss": 0.0, + "total_loss": 0.7696983475881723, + "lyap1_mean": -0.19429543614387512, + "lyap1_max": -0.1039673388004303, + "frac_above_star": 0.0 + }, + { + "step": 266, + "sup_loss": 0.608136311051311, + "rf_loss": 0.0, + "total_loss": 0.608136311051311, + "lyap1_mean": -0.18020454049110413, + "lyap1_max": -0.10053711384534836, + "frac_above_star": 0.0 + }, + { + "step": 267, + "sup_loss": 0.7879391975323624, + "rf_loss": 0.0, + "total_loss": 0.7879391975323624, + "lyap1_mean": -0.14609722793102264, + "lyap1_max": -0.06218897923827171, + "frac_above_star": 0.0 + }, + { + "step": 268, + "sup_loss": 0.8502062782479067, + "rf_loss": 0.0, + "total_loss": 0.8502062782479067, + "lyap1_mean": -0.16299809515476227, + "lyap1_max": -0.09963321685791016, + "frac_above_star": 0.0 + }, + { + "step": 269, + "sup_loss": 0.7284826547589501, + "rf_loss": 0.0, + "total_loss": 0.7284826547589501, + "lyap1_mean": -0.20152851939201355, + "lyap1_max": -0.09325772523880005, + "frac_above_star": 0.0 + }, + { + "step": 270, + "sup_loss": 0.7862470991391142, + "rf_loss": 0.0, + "total_loss": 0.7862470991391142, + "lyap1_mean": -0.15145018696784973, + "lyap1_max": -0.0743410587310791, + "frac_above_star": 0.0 + }, + { + "step": 271, + "sup_loss": 0.6618457924050494, + "rf_loss": 0.0, + "total_loss": 0.6618457924050494, + "lyap1_mean": -0.1769351065158844, + "lyap1_max": -0.13282248377799988, + "frac_above_star": 0.0 + }, + { + "step": 272, + "sup_loss": 0.733062323819121, + "rf_loss": 0.0, + "total_loss": 0.733062323819121, + "lyap1_mean": -0.17856109142303467, + "lyap1_max": -0.09364436566829681, + "frac_above_star": 0.0 + }, + { + "step": 273, + "sup_loss": 0.7453652767538702, + "rf_loss": 0.0, + "total_loss": 0.7453652767538702, + "lyap1_mean": -0.1777789294719696, + "lyap1_max": -0.1317611038684845, + "frac_above_star": 0.0 + }, + { + "step": 274, + "sup_loss": 0.9123857421585517, + "rf_loss": 0.0, + "total_loss": 0.9123857421585517, + "lyap1_mean": -0.19149330258369446, + "lyap1_max": -0.09368166327476501, + "frac_above_star": 0.0 + }, + { + "step": 275, + "sup_loss": 0.8358696195376375, + "rf_loss": 0.0, + "total_loss": 0.8358696195376375, + "lyap1_mean": -0.16089388728141785, + "lyap1_max": -0.11856375634670258, + "frac_above_star": 0.0 + }, + { + "step": 276, + "sup_loss": 0.6778103585760151, + "rf_loss": 0.0, + "total_loss": 0.6778103585760151, + "lyap1_mean": -0.17025437951087952, + "lyap1_max": -0.07556454837322235, + "frac_above_star": 0.0 + }, + { + "step": 277, + "sup_loss": 0.7192249860089752, + "rf_loss": 0.0, + "total_loss": 0.7192249860089752, + "lyap1_mean": -0.17435890436172485, + "lyap1_max": -0.1314033567905426, + "frac_above_star": 0.0 + }, + { + "step": 278, + "sup_loss": 0.812717405105027, + "rf_loss": 0.0, + "total_loss": 0.812717405105027, + "lyap1_mean": -0.16864658892154694, + "lyap1_max": -0.08501328527927399, + "frac_above_star": 0.0 + }, + { + "step": 279, + "sup_loss": 0.7965045460712553, + "rf_loss": 0.0, + "total_loss": 0.7965045460712553, + "lyap1_mean": -0.18978679180145264, + "lyap1_max": -0.12950050830841064, + "frac_above_star": 0.0 + }, + { + "step": 280, + "sup_loss": 0.8788976938368183, + "rf_loss": 0.0, + "total_loss": 0.8788976938368183, + "lyap1_mean": -0.17034539580345154, + "lyap1_max": -0.11004261672496796, + "frac_above_star": 0.0 + }, + { + "step": 281, + "sup_loss": 0.8311659832827444, + "rf_loss": 0.0, + "total_loss": 0.8311659832827444, + "lyap1_mean": -0.16270092129707336, + "lyap1_max": -0.11498462408781052, + "frac_above_star": 0.0 + }, + { + "step": 282, + "sup_loss": 0.7060003752880812, + "rf_loss": 0.0, + "total_loss": 0.7060003752880812, + "lyap1_mean": -0.1681799292564392, + "lyap1_max": -0.073160819709301, + "frac_above_star": 0.0 + }, + { + "step": 283, + "sup_loss": 0.7693023227962216, + "rf_loss": 0.0, + "total_loss": 0.7693023227962216, + "lyap1_mean": -0.1675114929676056, + "lyap1_max": -0.0939587876200676, + "frac_above_star": 0.0 + }, + { + "step": 284, + "sup_loss": 1.0655826237148827, + "rf_loss": 0.0, + "total_loss": 1.0655826237148827, + "lyap1_mean": -0.16749487817287445, + "lyap1_max": -0.09460990130901337, + "frac_above_star": 0.0 + }, + { + "step": 285, + "sup_loss": 0.7301288327783676, + "rf_loss": 0.0, + "total_loss": 0.7301288327783676, + "lyap1_mean": -0.17434486746788025, + "lyap1_max": -0.10356123745441437, + "frac_above_star": 0.0 + }, + { + "step": 286, + "sup_loss": 0.5679745093044376, + "rf_loss": 0.0, + "total_loss": 0.5679745093044376, + "lyap1_mean": -0.17647573351860046, + "lyap1_max": -0.12811528146266937, + "frac_above_star": 0.0 + }, + { + "step": 287, + "sup_loss": 0.8676605591072309, + "rf_loss": 0.0, + "total_loss": 0.8676605591072309, + "lyap1_mean": -0.16801488399505615, + "lyap1_max": -0.0604228600859642, + "frac_above_star": 0.0 + }, + { + "step": 288, + "sup_loss": 0.764329338482329, + "rf_loss": 0.0, + "total_loss": 0.764329338482329, + "lyap1_mean": -0.14694947004318237, + "lyap1_max": -0.10915863513946533, + "frac_above_star": 0.0 + }, + { + "step": 289, + "sup_loss": 0.8165771765001232, + "rf_loss": 0.0, + "total_loss": 0.8165771765001232, + "lyap1_mean": -0.18616610765457153, + "lyap1_max": -0.1226758286356926, + "frac_above_star": 0.0 + }, + { + "step": 290, + "sup_loss": 0.691827434491901, + "rf_loss": 0.0, + "total_loss": 0.691827434491901, + "lyap1_mean": -0.1731615513563156, + "lyap1_max": -0.138640359044075, + "frac_above_star": 0.0 + }, + { + "step": 291, + "sup_loss": 0.7248676713639315, + "rf_loss": 0.0, + "total_loss": 0.7248676713639315, + "lyap1_mean": -0.17045506834983826, + "lyap1_max": -0.09984789788722992, + "frac_above_star": 0.0 + }, + { + "step": 292, + "sup_loss": 0.6833046401890103, + "rf_loss": 0.0, + "total_loss": 0.6833046401890103, + "lyap1_mean": -0.20079225301742554, + "lyap1_max": -0.08427666872739792, + "frac_above_star": 0.0 + }, + { + "step": 293, + "sup_loss": 0.6396572153321956, + "rf_loss": 0.0, + "total_loss": 0.6396572153321956, + "lyap1_mean": -0.21818815171718597, + "lyap1_max": -0.13086318969726562, + "frac_above_star": 0.0 + }, + { + "step": 294, + "sup_loss": 0.7408229952225135, + "rf_loss": 0.0, + "total_loss": 0.7408229952225135, + "lyap1_mean": -0.16258399188518524, + "lyap1_max": -0.07455390691757202, + "frac_above_star": 0.0 + }, + { + "step": 295, + "sup_loss": 0.48839159867138604, + "rf_loss": 0.0, + "total_loss": 0.48839159867138604, + "lyap1_mean": -0.19764891266822815, + "lyap1_max": -0.12606987357139587, + "frac_above_star": 0.0 + }, + { + "step": 296, + "sup_loss": 0.9638360563648988, + "rf_loss": 0.0, + "total_loss": 0.9638360563648988, + "lyap1_mean": -0.16144227981567383, + "lyap1_max": -0.13995827734470367, + "frac_above_star": 0.0 + }, + { + "step": 297, + "sup_loss": 0.7520777061786864, + "rf_loss": 0.0, + "total_loss": 0.7520777061786864, + "lyap1_mean": -0.18176576495170593, + "lyap1_max": -0.13177210092544556, + "frac_above_star": 0.0 + }, + { + "step": 298, + "sup_loss": 0.7654559559516294, + "rf_loss": 0.0, + "total_loss": 0.7654559559516294, + "lyap1_mean": -0.1692390739917755, + "lyap1_max": -0.12411050498485565, + "frac_above_star": 0.0 + }, + { + "step": 299, + "sup_loss": 0.5375208787639011, + "rf_loss": 0.0, + "total_loss": 0.5375208787639011, + "lyap1_mean": -0.18233564496040344, + "lyap1_max": -0.11162269115447998, + "frac_above_star": 0.0 + }, + { + "step": 300, + "sup_loss": 0.6630374730935334, + "rf_loss": 0.0, + "total_loss": 0.6630374730935334, + "lyap1_mean": -0.15145620703697205, + "lyap1_max": -0.0848560780286789, + "frac_above_star": 0.0 + }, + { + "step": 301, + "sup_loss": 0.726272583424128, + "rf_loss": 0.0, + "total_loss": 0.726272583424128, + "lyap1_mean": -0.2095736861228943, + "lyap1_max": -0.1335400491952896, + "frac_above_star": 0.0 + }, + { + "step": 302, + "sup_loss": 0.9227853771657841, + "rf_loss": 0.0, + "total_loss": 0.9227853771657841, + "lyap1_mean": -0.14847689867019653, + "lyap1_max": -0.06592017412185669, + "frac_above_star": 0.0 + }, + { + "step": 303, + "sup_loss": 0.8794987512082503, + "rf_loss": 0.0, + "total_loss": 0.8794987512082503, + "lyap1_mean": -0.17533093690872192, + "lyap1_max": -0.10492449253797531, + "frac_above_star": 0.0 + }, + { + "step": 304, + "sup_loss": 0.6930256694736795, + "rf_loss": 0.0, + "total_loss": 0.6930256694736795, + "lyap1_mean": -0.1932990700006485, + "lyap1_max": -0.15513218939304352, + "frac_above_star": 0.0 + }, + { + "step": 305, + "sup_loss": 0.759282757736931, + "rf_loss": 0.0, + "total_loss": 0.759282757736931, + "lyap1_mean": -0.16700878739356995, + "lyap1_max": -0.11051198840141296, + "frac_above_star": 0.0 + }, + { + "step": 306, + "sup_loss": 0.8947246964603015, + "rf_loss": 0.0, + "total_loss": 0.8947246964603015, + "lyap1_mean": -0.17530298233032227, + "lyap1_max": -0.09593138098716736, + "frac_above_star": 0.0 + }, + { + "step": 307, + "sup_loss": 0.7823553694779858, + "rf_loss": 0.0, + "total_loss": 0.7823553694779858, + "lyap1_mean": -0.1739833503961563, + "lyap1_max": -0.12240006774663925, + "frac_above_star": 0.0 + }, + { + "step": 308, + "sup_loss": 0.7199640646324594, + "rf_loss": 0.0, + "total_loss": 0.7199640646324594, + "lyap1_mean": -0.172962486743927, + "lyap1_max": -0.1091325432062149, + "frac_above_star": 0.0 + }, + { + "step": 309, + "sup_loss": 0.8188097068477321, + "rf_loss": 0.0, + "total_loss": 0.8188097068477321, + "lyap1_mean": -0.14471863210201263, + "lyap1_max": -0.0908857211470604, + "frac_above_star": 0.0 + }, + { + "step": 310, + "sup_loss": 0.6191471995184387, + "rf_loss": 0.0, + "total_loss": 0.6191471995184387, + "lyap1_mean": -0.17731386423110962, + "lyap1_max": -0.0888887271285057, + "frac_above_star": 0.0 + }, + { + "step": 311, + "sup_loss": 0.8197395192555623, + "rf_loss": 0.0, + "total_loss": 0.8197395192555623, + "lyap1_mean": -0.1596628725528717, + "lyap1_max": -0.09058219194412231, + "frac_above_star": 0.0 + }, + { + "step": 312, + "sup_loss": 0.6480463789265972, + "rf_loss": 0.0, + "total_loss": 0.6480463789265972, + "lyap1_mean": -0.17123660445213318, + "lyap1_max": -0.10054998099803925, + "frac_above_star": 0.0 + }, + { + "step": 313, + "sup_loss": 0.6683145808878442, + "rf_loss": 0.0, + "total_loss": 0.6683145808878442, + "lyap1_mean": -0.18787530064582825, + "lyap1_max": -0.08514183759689331, + "frac_above_star": 0.0 + }, + { + "step": 314, + "sup_loss": 0.9607792737713651, + "rf_loss": 0.0, + "total_loss": 0.9607792737713651, + "lyap1_mean": -0.18529745936393738, + "lyap1_max": -0.13826516270637512, + "frac_above_star": 0.0 + }, + { + "step": 315, + "sup_loss": 0.7997358197854154, + "rf_loss": 0.0, + "total_loss": 0.7997358197854154, + "lyap1_mean": -0.1897890716791153, + "lyap1_max": -0.13722547888755798, + "frac_above_star": 0.0 + }, + { + "step": 316, + "sup_loss": 0.6572944383140401, + "rf_loss": 0.0, + "total_loss": 0.6572944383140401, + "lyap1_mean": -0.1955149620771408, + "lyap1_max": -0.10071054100990295, + "frac_above_star": 0.0 + }, + { + "step": 317, + "sup_loss": 0.7943183501043372, + "rf_loss": 0.0, + "total_loss": 0.7943183501043372, + "lyap1_mean": -0.15575984120368958, + "lyap1_max": -0.14584684371948242, + "frac_above_star": 0.0 + }, + { + "step": 318, + "sup_loss": 0.6855078575295941, + "rf_loss": 0.0, + "total_loss": 0.6855078575295941, + "lyap1_mean": -0.19337382912635803, + "lyap1_max": -0.14045053720474243, + "frac_above_star": 0.0 + }, + { + "step": 319, + "sup_loss": 0.7287294951884202, + "rf_loss": 0.0, + "total_loss": 0.7287294951884202, + "lyap1_mean": -0.15347638726234436, + "lyap1_max": -0.07570153474807739, + "frac_above_star": 0.0 + }, + { + "step": 320, + "sup_loss": 0.7600120012903084, + "rf_loss": 0.0, + "total_loss": 0.7600120012903084, + "lyap1_mean": -0.16619418561458588, + "lyap1_max": -0.048334311693906784, + "frac_above_star": 0.0 + }, + { + "step": 321, + "sup_loss": 0.6616421445294245, + "rf_loss": 0.0, + "total_loss": 0.6616421445294245, + "lyap1_mean": -0.14596682786941528, + "lyap1_max": -0.0761076956987381, + "frac_above_star": 0.0 + }, + { + "step": 322, + "sup_loss": 0.6933368610949678, + "rf_loss": 0.0, + "total_loss": 0.6933368610949678, + "lyap1_mean": -0.17927566170692444, + "lyap1_max": -0.09247353672981262, + "frac_above_star": 0.0 + }, + { + "step": 323, + "sup_loss": 0.943372865557106, + "rf_loss": 0.0, + "total_loss": 0.943372865557106, + "lyap1_mean": -0.14833560585975647, + "lyap1_max": -0.10700558125972748, + "frac_above_star": 0.0 + }, + { + "step": 324, + "sup_loss": 0.8447547812257161, + "rf_loss": 0.0, + "total_loss": 0.8447547812257161, + "lyap1_mean": -0.14022798836231232, + "lyap1_max": -0.09972120821475983, + "frac_above_star": 0.0 + }, + { + "step": 325, + "sup_loss": 0.6108788957911847, + "rf_loss": 0.0, + "total_loss": 0.6108788957911847, + "lyap1_mean": -0.1794125735759735, + "lyap1_max": -0.07177595049142838, + "frac_above_star": 0.0 + }, + { + "step": 326, + "sup_loss": 0.9114810221201418, + "rf_loss": 0.0, + "total_loss": 0.9114810221201418, + "lyap1_mean": -0.16228577494621277, + "lyap1_max": -0.06426426768302917, + "frac_above_star": 0.0 + }, + { + "step": 327, + "sup_loss": 0.6882370834538264, + "rf_loss": 0.0, + "total_loss": 0.6882370834538264, + "lyap1_mean": -0.16595061123371124, + "lyap1_max": -0.08635340631008148, + "frac_above_star": 0.0 + }, + { + "step": 328, + "sup_loss": 0.757969023865955, + "rf_loss": 0.0, + "total_loss": 0.757969023865955, + "lyap1_mean": -0.16831061244010925, + "lyap1_max": -0.09920741617679596, + "frac_above_star": 0.0 + }, + { + "step": 329, + "sup_loss": 0.8273289302046626, + "rf_loss": 0.0, + "total_loss": 0.8273289302046626, + "lyap1_mean": -0.14019355177879333, + "lyap1_max": -0.10459857434034348, + "frac_above_star": 0.0 + }, + { + "step": 330, + "sup_loss": 0.7224559035869809, + "rf_loss": 0.0, + "total_loss": 0.7224559035869809, + "lyap1_mean": -0.21797427535057068, + "lyap1_max": -0.14542357623577118, + "frac_above_star": 0.0 + }, + { + "step": 331, + "sup_loss": 0.9413140690459731, + "rf_loss": 0.0, + "total_loss": 0.9413140690459731, + "lyap1_mean": -0.13990554213523865, + "lyap1_max": -0.06314783543348312, + "frac_above_star": 0.0 + }, + { + "step": 332, + "sup_loss": 0.7604611440820391, + "rf_loss": 0.0, + "total_loss": 0.7604611440820391, + "lyap1_mean": -0.1526900827884674, + "lyap1_max": -0.10259373486042023, + "frac_above_star": 0.0 + }, + { + "step": 333, + "sup_loss": 0.7307392295209861, + "rf_loss": 0.0, + "total_loss": 0.7307392295209861, + "lyap1_mean": -0.13882023096084595, + "lyap1_max": -0.03881192207336426, + "frac_above_star": 0.0 + }, + { + "step": 334, + "sup_loss": 0.669146492614949, + "rf_loss": 0.0, + "total_loss": 0.669146492614949, + "lyap1_mean": -0.17734041810035706, + "lyap1_max": -0.07798798382282257, + "frac_above_star": 0.0 + }, + { + "step": 335, + "sup_loss": 0.7453384590395539, + "rf_loss": 0.0, + "total_loss": 0.7453384590395539, + "lyap1_mean": -0.13982412219047546, + "lyap1_max": -0.07383446395397186, + "frac_above_star": 0.0 + }, + { + "step": 336, + "sup_loss": 0.6247090966512114, + "rf_loss": 0.0, + "total_loss": 0.6247090966512114, + "lyap1_mean": -0.14899151027202606, + "lyap1_max": -0.07517699897289276, + "frac_above_star": 0.0 + }, + { + "step": 337, + "sup_loss": 0.7598744737501649, + "rf_loss": 0.0, + "total_loss": 0.7598744737501649, + "lyap1_mean": -0.14505822956562042, + "lyap1_max": -0.09718635678291321, + "frac_above_star": 0.0 + }, + { + "step": 338, + "sup_loss": 0.5043846153903809, + "rf_loss": 0.0, + "total_loss": 0.5043846153903809, + "lyap1_mean": -0.1975676715373993, + "lyap1_max": -0.12548309564590454, + "frac_above_star": 0.0 + }, + { + "step": 339, + "sup_loss": 0.6199596304160353, + "rf_loss": 0.0, + "total_loss": 0.6199596304160353, + "lyap1_mean": -0.1812622845172882, + "lyap1_max": -0.11205071210861206, + "frac_above_star": 0.0 + }, + { + "step": 340, + "sup_loss": 0.7641221030208691, + "rf_loss": 0.0, + "total_loss": 0.7641221030208691, + "lyap1_mean": -0.15326279401779175, + "lyap1_max": -0.09730099141597748, + "frac_above_star": 0.0 + }, + { + "step": 341, + "sup_loss": 0.6744541212227143, + "rf_loss": 0.0, + "total_loss": 0.6744541212227143, + "lyap1_mean": -0.19892099499702454, + "lyap1_max": -0.14383931457996368, + "frac_above_star": 0.0 + }, + { + "step": 342, + "sup_loss": 0.7713518805833035, + "rf_loss": 0.0, + "total_loss": 0.7713518805833035, + "lyap1_mean": -0.16966880857944489, + "lyap1_max": -0.11872890591621399, + "frac_above_star": 0.0 + }, + { + "step": 343, + "sup_loss": 0.5787788046592834, + "rf_loss": 0.0, + "total_loss": 0.5787788046592834, + "lyap1_mean": -0.18235069513320923, + "lyap1_max": -0.1360606551170349, + "frac_above_star": 0.0 + }, + { + "step": 344, + "sup_loss": 0.5851896427967597, + "rf_loss": 0.0, + "total_loss": 0.5851896427967597, + "lyap1_mean": -0.16672509908676147, + "lyap1_max": -0.11150535196065903, + "frac_above_star": 0.0 + }, + { + "step": 345, + "sup_loss": 0.791033440964612, + "rf_loss": 0.0, + "total_loss": 0.791033440964612, + "lyap1_mean": -0.15999779105186462, + "lyap1_max": -0.11502255499362946, + "frac_above_star": 0.0 + }, + { + "step": 346, + "sup_loss": 0.6365010686949126, + "rf_loss": 0.0, + "total_loss": 0.6365010686949126, + "lyap1_mean": -0.19491687417030334, + "lyap1_max": -0.08904458582401276, + "frac_above_star": 0.0 + }, + { + "step": 347, + "sup_loss": 0.7692462999622165, + "rf_loss": 0.0, + "total_loss": 0.7692462999622165, + "lyap1_mean": -0.17085909843444824, + "lyap1_max": -0.014519885182380676, + "frac_above_star": 0.0 + }, + { + "step": 348, + "sup_loss": 0.7413804370185637, + "rf_loss": 0.0, + "total_loss": 0.7413804370185637, + "lyap1_mean": -0.1533292979001999, + "lyap1_max": -0.08012190461158752, + "frac_above_star": 0.0 + }, + { + "step": 349, + "sup_loss": 0.6926572536132314, + "rf_loss": 0.0, + "total_loss": 0.6926572536132314, + "lyap1_mean": -0.1933458149433136, + "lyap1_max": -0.08505645394325256, + "frac_above_star": 0.0 + }, + { + "step": 350, + "sup_loss": 0.9331594317860564, + "rf_loss": 0.0, + "total_loss": 0.9331594317860564, + "lyap1_mean": -0.15860892832279205, + "lyap1_max": -0.13647574186325073, + "frac_above_star": 0.0 + }, + { + "step": 351, + "sup_loss": 0.7958113871806692, + "rf_loss": 0.0, + "total_loss": 0.7958113871806692, + "lyap1_mean": -0.17371784150600433, + "lyap1_max": -0.11529766023159027, + "frac_above_star": 0.0 + }, + { + "step": 352, + "sup_loss": 0.7718640035078594, + "rf_loss": 0.0, + "total_loss": 0.7718640035078594, + "lyap1_mean": -0.1578724980354309, + "lyap1_max": -0.09827225655317307, + "frac_above_star": 0.0 + }, + { + "step": 353, + "sup_loss": 0.8004819832901442, + "rf_loss": 0.0, + "total_loss": 0.8004819832901442, + "lyap1_mean": -0.15834978222846985, + "lyap1_max": -0.0667266696691513, + "frac_above_star": 0.0 + }, + { + "step": 354, + "sup_loss": 0.8527031822882328, + "rf_loss": 0.0, + "total_loss": 0.8527031822882328, + "lyap1_mean": -0.1647910177707672, + "lyap1_max": -0.11153416335582733, + "frac_above_star": 0.0 + }, + { + "step": 355, + "sup_loss": 0.9287620270314974, + "rf_loss": 0.0, + "total_loss": 0.9287620270314974, + "lyap1_mean": -0.1416168510913849, + "lyap1_max": -0.11050260066986084, + "frac_above_star": 0.0 + }, + { + "step": 356, + "sup_loss": 0.9385179978613652, + "rf_loss": 0.0, + "total_loss": 0.9385179978613652, + "lyap1_mean": -0.14014992117881775, + "lyap1_max": -0.031070079654455185, + "frac_above_star": 0.0 + }, + { + "step": 357, + "sup_loss": 0.682786978165718, + "rf_loss": 0.0, + "total_loss": 0.682786978165718, + "lyap1_mean": -0.18272528052330017, + "lyap1_max": -0.118695467710495, + "frac_above_star": 0.0 + }, + { + "step": 358, + "sup_loss": 0.7298904902524772, + "rf_loss": 0.0, + "total_loss": 0.7298904902524772, + "lyap1_mean": -0.1570696383714676, + "lyap1_max": -0.07050656527280807, + "frac_above_star": 0.0 + }, + { + "step": 359, + "sup_loss": 0.6766548140269727, + "rf_loss": 0.0, + "total_loss": 0.6766548140269727, + "lyap1_mean": -0.16618511080741882, + "lyap1_max": -0.14276839792728424, + "frac_above_star": 0.0 + }, + { + "step": 360, + "sup_loss": 0.7268883757076605, + "rf_loss": 0.0, + "total_loss": 0.7268883757076605, + "lyap1_mean": -0.17785757780075073, + "lyap1_max": -0.15340067446231842, + "frac_above_star": 0.0 + }, + { + "step": 361, + "sup_loss": 0.8067162540776504, + "rf_loss": 0.0, + "total_loss": 0.8067162540776504, + "lyap1_mean": -0.15880119800567627, + "lyap1_max": -0.12245964258909225, + "frac_above_star": 0.0 + }, + { + "step": 362, + "sup_loss": 0.8213955996178368, + "rf_loss": 0.0, + "total_loss": 0.8213955996178368, + "lyap1_mean": -0.1672418862581253, + "lyap1_max": -0.09213490784168243, + "frac_above_star": 0.0 + }, + { + "step": 363, + "sup_loss": 0.8834933565657631, + "rf_loss": 0.0, + "total_loss": 0.8834933565657631, + "lyap1_mean": -0.1483667492866516, + "lyap1_max": -0.04384278506040573, + "frac_above_star": 0.0 + }, + { + "step": 364, + "sup_loss": 0.6738795771896224, + "rf_loss": 0.0, + "total_loss": 0.6738795771896224, + "lyap1_mean": -0.17126046121120453, + "lyap1_max": -0.06636279821395874, + "frac_above_star": 0.0 + }, + { + "step": 365, + "sup_loss": 0.5429313842292138, + "rf_loss": 0.0, + "total_loss": 0.5429313842292138, + "lyap1_mean": -0.19660158455371857, + "lyap1_max": -0.13447019457817078, + "frac_above_star": 0.0 + }, + { + "step": 366, + "sup_loss": 0.5951573764787109, + "rf_loss": 0.0, + "total_loss": 0.5951573764787109, + "lyap1_mean": -0.18545563519001007, + "lyap1_max": -0.12990443408489227, + "frac_above_star": 0.0 + }, + { + "step": 367, + "sup_loss": 0.8219092621181653, + "rf_loss": 0.0, + "total_loss": 0.8219092621181653, + "lyap1_mean": -0.1641891896724701, + "lyap1_max": -0.12389113754034042, + "frac_above_star": 0.0 + }, + { + "step": 368, + "sup_loss": 0.9788001442553694, + "rf_loss": 0.0, + "total_loss": 0.9788001442553694, + "lyap1_mean": -0.1777551919221878, + "lyap1_max": -0.135661780834198, + "frac_above_star": 0.0 + }, + { + "step": 369, + "sup_loss": 0.740988557099316, + "rf_loss": 0.0, + "total_loss": 0.740988557099316, + "lyap1_mean": -0.16966816782951355, + "lyap1_max": -0.11777451634407043, + "frac_above_star": 0.0 + }, + { + "step": 370, + "sup_loss": 0.6948619527080127, + "rf_loss": 0.0, + "total_loss": 0.6948619527080127, + "lyap1_mean": -0.17266207933425903, + "lyap1_max": -0.11126141250133514, + "frac_above_star": 0.0 + }, + { + "step": 371, + "sup_loss": 0.7143253587418333, + "rf_loss": 0.0, + "total_loss": 0.7143253587418333, + "lyap1_mean": -0.1803201287984848, + "lyap1_max": -0.012628241442143917, + "frac_above_star": 0.0 + }, + { + "step": 372, + "sup_loss": 0.757814985559578, + "rf_loss": 0.0, + "total_loss": 0.757814985559578, + "lyap1_mean": -0.14630556106567383, + "lyap1_max": -0.09795408695936203, + "frac_above_star": 0.0 + }, + { + "step": 373, + "sup_loss": 0.6265629024213062, + "rf_loss": 0.0, + "total_loss": 0.6265629024213062, + "lyap1_mean": -0.190754234790802, + "lyap1_max": -0.09799598902463913, + "frac_above_star": 0.0 + }, + { + "step": 374, + "sup_loss": 0.7327051593831059, + "rf_loss": 0.0, + "total_loss": 0.7327051593831059, + "lyap1_mean": -0.14453692734241486, + "lyap1_max": -0.06641853600740433, + "frac_above_star": 0.0 + }, + { + "step": 375, + "sup_loss": 0.7070431419226386, + "rf_loss": 0.0, + "total_loss": 0.7070431419226386, + "lyap1_mean": -0.1455836296081543, + "lyap1_max": -0.01938633807003498, + "frac_above_star": 0.0 + }, + { + "step": 376, + "sup_loss": 0.5974103816873658, + "rf_loss": 0.0, + "total_loss": 0.5974103816873658, + "lyap1_mean": -0.1899920552968979, + "lyap1_max": -0.08908113092184067, + "frac_above_star": 0.0 + }, + { + "step": 377, + "sup_loss": 0.66442410377146, + "rf_loss": 0.0, + "total_loss": 0.66442410377146, + "lyap1_mean": -0.15891021490097046, + "lyap1_max": -0.08088800311088562, + "frac_above_star": 0.0 + }, + { + "step": 378, + "sup_loss": 0.6079033791348805, + "rf_loss": 0.0, + "total_loss": 0.6079033791348805, + "lyap1_mean": -0.2071671336889267, + "lyap1_max": -0.1203681230545044, + "frac_above_star": 0.0 + }, + { + "step": 379, + "sup_loss": 0.6664460224199122, + "rf_loss": 2.3145455998019315e-05, + "total_loss": 0.6666774769762545, + "lyap1_mean": -0.15740907192230225, + "lyap1_max": 0.013607485219836235, + "frac_above_star": 0.125 + }, + { + "step": 380, + "sup_loss": 0.7308487429023454, + "rf_loss": 0.0, + "total_loss": 0.7308487429023454, + "lyap1_mean": -0.16578595340251923, + "lyap1_max": -0.15056714415550232, + "frac_above_star": 0.0 + }, + { + "step": 381, + "sup_loss": 0.7371101095614436, + "rf_loss": 0.0, + "total_loss": 0.7371101095614436, + "lyap1_mean": -0.14323294162750244, + "lyap1_max": -0.10739132761955261, + "frac_above_star": 0.0 + }, + { + "step": 382, + "sup_loss": 0.9561693867186759, + "rf_loss": 0.0, + "total_loss": 0.9561693867186759, + "lyap1_mean": -0.13431942462921143, + "lyap1_max": -0.02662479691207409, + "frac_above_star": 0.0 + }, + { + "step": 383, + "sup_loss": 0.6774584916491546, + "rf_loss": 0.0, + "total_loss": 0.6774584916491546, + "lyap1_mean": -0.20594915747642517, + "lyap1_max": -0.12563079595565796, + "frac_above_star": 0.0 + }, + { + "step": 384, + "sup_loss": 0.7725156958354206, + "rf_loss": 0.0, + "total_loss": 0.7725156958354206, + "lyap1_mean": -0.18252302706241608, + "lyap1_max": -0.10701514780521393, + "frac_above_star": 0.0 + }, + { + "step": 385, + "sup_loss": 0.7127982225832761, + "rf_loss": 0.0, + "total_loss": 0.7127982225832761, + "lyap1_mean": -0.16100990772247314, + "lyap1_max": -0.056348271667957306, + "frac_above_star": 0.0 + }, + { + "step": 386, + "sup_loss": 0.6354598071388186, + "rf_loss": 0.0, + "total_loss": 0.6354598071388186, + "lyap1_mean": -0.1757594645023346, + "lyap1_max": -0.11037122458219528, + "frac_above_star": 0.0 + }, + { + "step": 387, + "sup_loss": 0.8515494730035242, + "rf_loss": 0.0, + "total_loss": 0.8515494730035242, + "lyap1_mean": -0.16096889972686768, + "lyap1_max": -0.10761450976133347, + "frac_above_star": 0.0 + }, + { + "step": 388, + "sup_loss": 0.7472467295855885, + "rf_loss": 0.0, + "total_loss": 0.7472467295855885, + "lyap1_mean": -0.16493164002895355, + "lyap1_max": -0.11634328961372375, + "frac_above_star": 0.0 + }, + { + "step": 389, + "sup_loss": 0.720353090111997, + "rf_loss": 2.0423734895302914e-05, + "total_loss": 0.720557327464588, + "lyap1_mean": -0.1740896850824356, + "lyap1_max": 0.012782405130565166, + "frac_above_star": 0.125 + }, + { + "step": 390, + "sup_loss": 0.626383991973863, + "rf_loss": 0.0, + "total_loss": 0.626383991973863, + "lyap1_mean": -0.18731766939163208, + "lyap1_max": -0.05018302798271179, + "frac_above_star": 0.0 + }, + { + "step": 391, + "sup_loss": 0.7933320920237311, + "rf_loss": 0.0, + "total_loss": 0.7933320920237311, + "lyap1_mean": -0.14230100810527802, + "lyap1_max": -0.09027531743049622, + "frac_above_star": 0.0 + }, + { + "step": 392, + "sup_loss": 0.9337462132692721, + "rf_loss": 0.0, + "total_loss": 0.9337462132692721, + "lyap1_mean": -0.1617235690355301, + "lyap1_max": -0.1287352442741394, + "frac_above_star": 0.0 + }, + { + "step": 393, + "sup_loss": 0.9004228459836108, + "rf_loss": 0.0, + "total_loss": 0.9004228459836108, + "lyap1_mean": -0.1663188934326172, + "lyap1_max": -0.10333506762981415, + "frac_above_star": 0.0 + }, + { + "step": 394, + "sup_loss": 0.8040304396328003, + "rf_loss": 0.0, + "total_loss": 0.8040304396328003, + "lyap1_mean": -0.1784762740135193, + "lyap1_max": -0.10424858331680298, + "frac_above_star": 0.0 + }, + { + "step": 395, + "sup_loss": 0.8040047162809968, + "rf_loss": 0.0, + "total_loss": 0.8040047162809968, + "lyap1_mean": -0.1642981469631195, + "lyap1_max": -0.09098291397094727, + "frac_above_star": 0.0 + }, + { + "step": 396, + "sup_loss": 0.6823514568516603, + "rf_loss": 0.0, + "total_loss": 0.6823514568516603, + "lyap1_mean": -0.16712366044521332, + "lyap1_max": -0.14634709060192108, + "frac_above_star": 0.0 + }, + { + "step": 397, + "sup_loss": 0.6613347862728237, + "rf_loss": 0.0, + "total_loss": 0.6613347862728237, + "lyap1_mean": -0.16836601495742798, + "lyap1_max": -0.10688327252864838, + "frac_above_star": 0.0 + }, + { + "step": 398, + "sup_loss": 0.7280522242616598, + "rf_loss": 0.0, + "total_loss": 0.7280522242616598, + "lyap1_mean": -0.1920265555381775, + "lyap1_max": -0.12276588380336761, + "frac_above_star": 0.0 + }, + { + "step": 399, + "sup_loss": 0.7131706029608247, + "rf_loss": 0.0, + "total_loss": 0.7131706029608247, + "lyap1_mean": -0.16993045806884766, + "lyap1_max": -0.11534327268600464, + "frac_above_star": 0.0 + }, + { + "step": 400, + "sup_loss": 0.6970095871762425, + "rf_loss": 0.0, + "total_loss": 0.6970095871762425, + "lyap1_mean": -0.17573536932468414, + "lyap1_max": -0.04310138151049614, + "frac_above_star": 0.0 + }, + { + "step": 401, + "sup_loss": 0.7163985464912912, + "rf_loss": 0.0, + "total_loss": 0.7163985464912912, + "lyap1_mean": -0.17031341791152954, + "lyap1_max": -0.09409892559051514, + "frac_above_star": 0.0 + }, + { + "step": 402, + "sup_loss": 0.7738182881864161, + "rf_loss": 0.0, + "total_loss": 0.7738182881864161, + "lyap1_mean": -0.16232573986053467, + "lyap1_max": -0.08971402049064636, + "frac_above_star": 0.0 + }, + { + "step": 403, + "sup_loss": 0.6725334536593771, + "rf_loss": 0.0, + "total_loss": 0.6725334536593771, + "lyap1_mean": -0.1917952448129654, + "lyap1_max": -0.1434832662343979, + "frac_above_star": 0.0 + }, + { + "step": 404, + "sup_loss": 0.5871172804683997, + "rf_loss": 0.0, + "total_loss": 0.5871172804683997, + "lyap1_mean": -0.1867876946926117, + "lyap1_max": -0.14844703674316406, + "frac_above_star": 0.0 + }, + { + "step": 405, + "sup_loss": 0.8663642858070455, + "rf_loss": 0.0, + "total_loss": 0.8663642858070455, + "lyap1_mean": -0.14085066318511963, + "lyap1_max": -0.008637282066047192, + "frac_above_star": 0.0 + }, + { + "step": 406, + "sup_loss": 0.9196335877779276, + "rf_loss": 0.0, + "total_loss": 0.9196335877779276, + "lyap1_mean": -0.17440953850746155, + "lyap1_max": -0.10700567811727524, + "frac_above_star": 0.0 + }, + { + "step": 407, + "sup_loss": 0.6329963084430631, + "rf_loss": 0.0, + "total_loss": 0.6329963084430631, + "lyap1_mean": -0.18568895757198334, + "lyap1_max": -0.12885144352912903, + "frac_above_star": 0.0 + }, + { + "step": 408, + "sup_loss": 0.7019672238283963, + "rf_loss": 0.0, + "total_loss": 0.7019672238283963, + "lyap1_mean": -0.18153858184814453, + "lyap1_max": -0.12707675993442535, + "frac_above_star": 0.0 + }, + { + "step": 409, + "sup_loss": 1.0835144669603072, + "rf_loss": 0.0, + "total_loss": 1.0835144669603072, + "lyap1_mean": -0.13701999187469482, + "lyap1_max": -0.07362440973520279, + "frac_above_star": 0.0 + }, + { + "step": 410, + "sup_loss": 0.7224577804244563, + "rf_loss": 0.0, + "total_loss": 0.7224577804244563, + "lyap1_mean": -0.15806439518928528, + "lyap1_max": -0.10877199470996857, + "frac_above_star": 0.0 + }, + { + "step": 411, + "sup_loss": 0.7939723803228933, + "rf_loss": 0.0, + "total_loss": 0.7939723803228933, + "lyap1_mean": -0.14524172246456146, + "lyap1_max": -0.093912273645401, + "frac_above_star": 0.0 + }, + { + "step": 412, + "sup_loss": 0.8062108558791591, + "rf_loss": 0.0, + "total_loss": 0.8062108558791591, + "lyap1_mean": -0.14638476073741913, + "lyap1_max": -0.10094579309225082, + "frac_above_star": 0.0 + }, + { + "step": 413, + "sup_loss": 0.6931792416277538, + "rf_loss": 0.0, + "total_loss": 0.6931792416277538, + "lyap1_mean": -0.17478689551353455, + "lyap1_max": -0.1332198679447174, + "frac_above_star": 0.0 + }, + { + "step": 414, + "sup_loss": 0.9136172605170598, + "rf_loss": 0.0, + "total_loss": 0.9136172605170598, + "lyap1_mean": -0.15414656698703766, + "lyap1_max": -0.0865045115351677, + "frac_above_star": 0.0 + }, + { + "step": 415, + "sup_loss": 0.6513446490808449, + "rf_loss": 0.0, + "total_loss": 0.6513446490808449, + "lyap1_mean": -0.1967102289199829, + "lyap1_max": -0.07791002839803696, + "frac_above_star": 0.0 + }, + { + "step": 416, + "sup_loss": 0.7016319734112499, + "rf_loss": 0.0, + "total_loss": 0.7016319734112499, + "lyap1_mean": -0.15039168298244476, + "lyap1_max": -0.03361627086997032, + "frac_above_star": 0.0 + }, + { + "step": 417, + "sup_loss": 0.7756789828506396, + "rf_loss": 0.0, + "total_loss": 0.7756789828506396, + "lyap1_mean": -0.1844668686389923, + "lyap1_max": -0.13997751474380493, + "frac_above_star": 0.0 + }, + { + "step": 418, + "sup_loss": 0.5980744226644513, + "rf_loss": 0.0, + "total_loss": 0.5980744226644513, + "lyap1_mean": -0.17332729697227478, + "lyap1_max": -0.08859818428754807, + "frac_above_star": 0.0 + }, + { + "step": 419, + "sup_loss": 0.7963922048622646, + "rf_loss": 0.0, + "total_loss": 0.7963922048622646, + "lyap1_mean": -0.169367253780365, + "lyap1_max": -0.12200083583593369, + "frac_above_star": 0.0 + }, + { + "step": 420, + "sup_loss": 0.7326664325913633, + "rf_loss": 0.0, + "total_loss": 0.7326664325913633, + "lyap1_mean": -0.19178229570388794, + "lyap1_max": -0.1369360089302063, + "frac_above_star": 0.0 + }, + { + "step": 421, + "sup_loss": 0.7188726971780961, + "rf_loss": 0.0, + "total_loss": 0.7188726971780961, + "lyap1_mean": -0.17957952618598938, + "lyap1_max": -0.09935711324214935, + "frac_above_star": 0.0 + }, + { + "step": 422, + "sup_loss": 0.7133811185965185, + "rf_loss": 0.0, + "total_loss": 0.7133811185965185, + "lyap1_mean": -0.2025020569562912, + "lyap1_max": -0.1505453884601593, + "frac_above_star": 0.0 + }, + { + "step": 423, + "sup_loss": 0.5128637698024301, + "rf_loss": 0.0, + "total_loss": 0.5128637698024301, + "lyap1_mean": -0.1924269199371338, + "lyap1_max": -0.10516588389873505, + "frac_above_star": 0.0 + }, + { + "step": 424, + "sup_loss": 0.7019576421256806, + "rf_loss": 0.0, + "total_loss": 0.7019576421256806, + "lyap1_mean": -0.1752007156610489, + "lyap1_max": -0.09445175528526306, + "frac_above_star": 0.0 + }, + { + "step": 425, + "sup_loss": 0.5461693834821318, + "rf_loss": 0.0, + "total_loss": 0.5461693834821318, + "lyap1_mean": -0.15916714072227478, + "lyap1_max": -0.03433743491768837, + "frac_above_star": 0.0 + }, + { + "step": 426, + "sup_loss": 0.8738614043553576, + "rf_loss": 0.0, + "total_loss": 0.8738614043553576, + "lyap1_mean": -0.172573059797287, + "lyap1_max": -0.14493060111999512, + "frac_above_star": 0.0 + }, + { + "step": 427, + "sup_loss": 0.6864136423721295, + "rf_loss": 0.0, + "total_loss": 0.6864136423721295, + "lyap1_mean": -0.1909579187631607, + "lyap1_max": -0.12896528840065002, + "frac_above_star": 0.0 + }, + { + "step": 428, + "sup_loss": 0.6185458620649824, + "rf_loss": 0.0, + "total_loss": 0.6185458620649824, + "lyap1_mean": -0.16058534383773804, + "lyap1_max": -0.06345967948436737, + "frac_above_star": 0.0 + }, + { + "step": 429, + "sup_loss": 0.9387739813963787, + "rf_loss": 0.0, + "total_loss": 0.9387739813963787, + "lyap1_mean": -0.17095324397087097, + "lyap1_max": -0.11587254703044891, + "frac_above_star": 0.0 + }, + { + "step": 430, + "sup_loss": 0.7943230565271938, + "rf_loss": 0.0, + "total_loss": 0.7943230565271938, + "lyap1_mean": -0.17277826368808746, + "lyap1_max": -0.08838554471731186, + "frac_above_star": 0.0 + }, + { + "step": 431, + "sup_loss": 0.8166576779943814, + "rf_loss": 0.0, + "total_loss": 0.8166576779943814, + "lyap1_mean": -0.16662529110908508, + "lyap1_max": -0.07602925598621368, + "frac_above_star": 0.0 + }, + { + "step": 432, + "sup_loss": 0.7906698674613135, + "rf_loss": 0.0, + "total_loss": 0.7906698674613135, + "lyap1_mean": -0.16521094739437103, + "lyap1_max": -0.12359845638275146, + "frac_above_star": 0.0 + }, + { + "step": 433, + "sup_loss": 0.6858601850281533, + "rf_loss": 0.0, + "total_loss": 0.6858601850281533, + "lyap1_mean": -0.1863028109073639, + "lyap1_max": -0.07281296700239182, + "frac_above_star": 0.0 + }, + { + "step": 434, + "sup_loss": 0.7288325765443947, + "rf_loss": 0.0, + "total_loss": 0.7288325765443947, + "lyap1_mean": -0.17857632040977478, + "lyap1_max": -0.12420964241027832, + "frac_above_star": 0.0 + }, + { + "step": 435, + "sup_loss": 0.6354714887661214, + "rf_loss": 0.0, + "total_loss": 0.6354714887661214, + "lyap1_mean": -0.1581694781780243, + "lyap1_max": -0.05821189284324646, + "frac_above_star": 0.0 + }, + { + "step": 436, + "sup_loss": 0.7190825408352077, + "rf_loss": 0.0, + "total_loss": 0.7190825408352077, + "lyap1_mean": -0.18078450858592987, + "lyap1_max": -0.11062142252922058, + "frac_above_star": 0.0 + }, + { + "step": 437, + "sup_loss": 0.681221418796877, + "rf_loss": 0.0, + "total_loss": 0.681221418796877, + "lyap1_mean": -0.19703207910060883, + "lyap1_max": -0.14239488542079926, + "frac_above_star": 0.0 + }, + { + "step": 438, + "sup_loss": 0.7615003684432649, + "rf_loss": 0.0, + "total_loss": 0.7615003684432649, + "lyap1_mean": -0.17505593597888947, + "lyap1_max": -0.12386071681976318, + "frac_above_star": 0.0 + }, + { + "step": 439, + "sup_loss": 0.7455091548105024, + "rf_loss": 0.0, + "total_loss": 0.7455091548105024, + "lyap1_mean": -0.16643314063549042, + "lyap1_max": -0.13829034566879272, + "frac_above_star": 0.0 + }, + { + "step": 440, + "sup_loss": 0.8668332844776407, + "rf_loss": 0.0, + "total_loss": 0.8668332844776407, + "lyap1_mean": -0.17030853033065796, + "lyap1_max": -0.09563964605331421, + "frac_above_star": 0.0 + }, + { + "step": 441, + "sup_loss": 0.6130909302521723, + "rf_loss": 0.0, + "total_loss": 0.6130909302521723, + "lyap1_mean": -0.1957164704799652, + "lyap1_max": -0.11439519375562668, + "frac_above_star": 0.0 + }, + { + "step": 442, + "sup_loss": 0.8394521843615171, + "rf_loss": 0.0, + "total_loss": 0.8394521843615171, + "lyap1_mean": -0.13428497314453125, + "lyap1_max": -0.09430363774299622, + "frac_above_star": 0.0 + }, + { + "step": 443, + "sup_loss": 0.8399967595870316, + "rf_loss": 0.0, + "total_loss": 0.8399967595870316, + "lyap1_mean": -0.14308913052082062, + "lyap1_max": -0.08093829452991486, + "frac_above_star": 0.0 + }, + { + "step": 444, + "sup_loss": 0.7775216056943073, + "rf_loss": 0.0, + "total_loss": 0.7775216056943073, + "lyap1_mean": -0.16305682063102722, + "lyap1_max": -0.1218394935131073, + "frac_above_star": 0.0 + }, + { + "step": 445, + "sup_loss": 0.7283925715621479, + "rf_loss": 0.0, + "total_loss": 0.7283925715621479, + "lyap1_mean": -0.14702413976192474, + "lyap1_max": -0.10544608533382416, + "frac_above_star": 0.0 + }, + { + "step": 446, + "sup_loss": 0.7921644597563763, + "rf_loss": 0.0, + "total_loss": 0.7921644597563763, + "lyap1_mean": -0.1685943752527237, + "lyap1_max": -0.07051029801368713, + "frac_above_star": 0.0 + }, + { + "step": 447, + "sup_loss": 0.6972059249494441, + "rf_loss": 0.0, + "total_loss": 0.6972059249494441, + "lyap1_mean": -0.16859138011932373, + "lyap1_max": -0.04157230257987976, + "frac_above_star": 0.0 + }, + { + "step": 448, + "sup_loss": 0.9377262230607837, + "rf_loss": 0.0, + "total_loss": 0.9377262230607837, + "lyap1_mean": -0.14840301871299744, + "lyap1_max": -0.0700511634349823, + "frac_above_star": 0.0 + }, + { + "step": 449, + "sup_loss": 0.8708182592853878, + "rf_loss": 0.0, + "total_loss": 0.8708182592853878, + "lyap1_mean": -0.1687656193971634, + "lyap1_max": -0.12471523880958557, + "frac_above_star": 0.0 + }, + { + "step": 450, + "sup_loss": 0.7507526885795727, + "rf_loss": 0.0, + "total_loss": 0.7507526885795727, + "lyap1_mean": -0.18443414568901062, + "lyap1_max": -0.12250994145870209, + "frac_above_star": 0.0 + }, + { + "step": 451, + "sup_loss": 0.7581664203722772, + "rf_loss": 0.0, + "total_loss": 0.7581664203722772, + "lyap1_mean": -0.16823843121528625, + "lyap1_max": -0.0887671560049057, + "frac_above_star": 0.0 + }, + { + "step": 452, + "sup_loss": 0.6596700569560127, + "rf_loss": 0.0, + "total_loss": 0.6596700569560127, + "lyap1_mean": -0.20696678757667542, + "lyap1_max": -0.13349568843841553, + "frac_above_star": 0.0 + }, + { + "step": 453, + "sup_loss": 0.8236415271109011, + "rf_loss": 0.0, + "total_loss": 0.8236415271109011, + "lyap1_mean": -0.18528446555137634, + "lyap1_max": -0.09895878285169601, + "frac_above_star": 0.0 + }, + { + "step": 454, + "sup_loss": 0.7788981094367313, + "rf_loss": 0.0, + "total_loss": 0.7788981094367313, + "lyap1_mean": -0.1806623637676239, + "lyap1_max": -0.11895008385181427, + "frac_above_star": 0.0 + }, + { + "step": 455, + "sup_loss": 0.7708057276143119, + "rf_loss": 0.0, + "total_loss": 0.7708057276143119, + "lyap1_mean": -0.17437990009784698, + "lyap1_max": -0.1450529545545578, + "frac_above_star": 0.0 + }, + { + "step": 456, + "sup_loss": 0.6113547276922398, + "rf_loss": 0.0, + "total_loss": 0.6113547276922398, + "lyap1_mean": -0.19500258564949036, + "lyap1_max": -0.10735895484685898, + "frac_above_star": 0.0 + }, + { + "step": 457, + "sup_loss": 0.7201047629303181, + "rf_loss": 0.0, + "total_loss": 0.7201047629303181, + "lyap1_mean": -0.15896064043045044, + "lyap1_max": -0.08766309916973114, + "frac_above_star": 0.0 + }, + { + "step": 458, + "sup_loss": 0.7150403721634288, + "rf_loss": 0.0, + "total_loss": 0.7150403721634288, + "lyap1_mean": -0.18585211038589478, + "lyap1_max": -0.0896562933921814, + "frac_above_star": 0.0 + }, + { + "step": 459, + "sup_loss": 0.8316945824045496, + "rf_loss": 0.0, + "total_loss": 0.8316945824045496, + "lyap1_mean": -0.14337684214115143, + "lyap1_max": -0.07320968061685562, + "frac_above_star": 0.0 + }, + { + "step": 460, + "sup_loss": 0.7243252511073127, + "rf_loss": 0.0, + "total_loss": 0.7243252511073127, + "lyap1_mean": -0.17608830332756042, + "lyap1_max": -0.10707108676433563, + "frac_above_star": 0.0 + }, + { + "step": 461, + "sup_loss": 0.7612098638986957, + "rf_loss": 0.0, + "total_loss": 0.7612098638986957, + "lyap1_mean": -0.20152157545089722, + "lyap1_max": -0.11844702810049057, + "frac_above_star": 0.0 + }, + { + "step": 462, + "sup_loss": 0.759638703343692, + "rf_loss": 0.0, + "total_loss": 0.759638703343692, + "lyap1_mean": -0.1742868572473526, + "lyap1_max": -0.10774588584899902, + "frac_above_star": 0.0 + }, + { + "step": 463, + "sup_loss": 0.8557876439122103, + "rf_loss": 0.0, + "total_loss": 0.8557876439122103, + "lyap1_mean": -0.20096662640571594, + "lyap1_max": -0.1598053127527237, + "frac_above_star": 0.0 + }, + { + "step": 464, + "sup_loss": 0.7888043854228072, + "rf_loss": 0.0, + "total_loss": 0.7888043854228072, + "lyap1_mean": -0.1418936550617218, + "lyap1_max": -0.07723866403102875, + "frac_above_star": 0.0 + }, + { + "step": 465, + "sup_loss": 0.7897774374157269, + "rf_loss": 0.0, + "total_loss": 0.7897774374157269, + "lyap1_mean": -0.16651898622512817, + "lyap1_max": -0.042940299957990646, + "frac_above_star": 0.0 + }, + { + "step": 466, + "sup_loss": 0.7163403253524132, + "rf_loss": 0.0, + "total_loss": 0.7163403253524132, + "lyap1_mean": -0.19562271237373352, + "lyap1_max": -0.11800726503133774, + "frac_above_star": 0.0 + }, + { + "step": 467, + "sup_loss": 0.6217805113255055, + "rf_loss": 0.0, + "total_loss": 0.6217805113255055, + "lyap1_mean": -0.1641303449869156, + "lyap1_max": -0.1315537393093109, + "frac_above_star": 0.0 + }, + { + "step": 468, + "sup_loss": 0.8358936705310256, + "rf_loss": 0.0, + "total_loss": 0.8358936705310256, + "lyap1_mean": -0.18145138025283813, + "lyap1_max": -0.12065907567739487, + "frac_above_star": 0.0 + }, + { + "step": 469, + "sup_loss": 0.8523903377577646, + "rf_loss": 0.0, + "total_loss": 0.8523903377577646, + "lyap1_mean": -0.18218305706977844, + "lyap1_max": -0.11946424096822739, + "frac_above_star": 0.0 + }, + { + "step": 470, + "sup_loss": 0.7288967652594409, + "rf_loss": 0.0, + "total_loss": 0.7288967652594409, + "lyap1_mean": -0.1880900114774704, + "lyap1_max": -0.1023537814617157, + "frac_above_star": 0.0 + }, + { + "step": 471, + "sup_loss": 0.8446856415832747, + "rf_loss": 0.0, + "total_loss": 0.8446856415832747, + "lyap1_mean": -0.166091650724411, + "lyap1_max": -0.1217803806066513, + "frac_above_star": 0.0 + }, + { + "step": 472, + "sup_loss": 0.7349459229237228, + "rf_loss": 0.0, + "total_loss": 0.7349459229237228, + "lyap1_mean": -0.18556666374206543, + "lyap1_max": -0.08081486821174622, + "frac_above_star": 0.0 + }, + { + "step": 473, + "sup_loss": 0.5611004331368842, + "rf_loss": 0.0, + "total_loss": 0.5611004331368842, + "lyap1_mean": -0.19745709002017975, + "lyap1_max": -0.11402120441198349, + "frac_above_star": 0.0 + }, + { + "step": 474, + "sup_loss": 0.5514903879097646, + "rf_loss": 0.0, + "total_loss": 0.5514903879097646, + "lyap1_mean": -0.21656376123428345, + "lyap1_max": -0.17405931651592255, + "frac_above_star": 0.0 + }, + { + "step": 475, + "sup_loss": 1.1092469234585687, + "rf_loss": 0.0, + "total_loss": 1.1092469234585687, + "lyap1_mean": -0.1453094482421875, + "lyap1_max": -0.07513178884983063, + "frac_above_star": 0.0 + }, + { + "step": 476, + "sup_loss": 0.7106488543803913, + "rf_loss": 0.0, + "total_loss": 0.7106488543803913, + "lyap1_mean": -0.1691388338804245, + "lyap1_max": -0.10468736290931702, + "frac_above_star": 0.0 + }, + { + "step": 477, + "sup_loss": 0.6287256171036495, + "rf_loss": 0.0, + "total_loss": 0.6287256171036495, + "lyap1_mean": -0.16852889955043793, + "lyap1_max": -0.08954575657844543, + "frac_above_star": 0.0 + }, + { + "step": 478, + "sup_loss": 0.8495578593637843, + "rf_loss": 0.0, + "total_loss": 0.8495578593637843, + "lyap1_mean": -0.16917549073696136, + "lyap1_max": -0.03498072177171707, + "frac_above_star": 0.0 + }, + { + "step": 479, + "sup_loss": 0.6084826248252366, + "rf_loss": 0.0, + "total_loss": 0.6084826248252366, + "lyap1_mean": -0.19076481461524963, + "lyap1_max": -0.0957459807395935, + "frac_above_star": 0.0 + }, + { + "step": 480, + "sup_loss": 0.7441852420159458, + "rf_loss": 0.0, + "total_loss": 0.7441852420159458, + "lyap1_mean": -0.17597734928131104, + "lyap1_max": -0.06803536415100098, + "frac_above_star": 0.0 + }, + { + "step": 481, + "sup_loss": 0.676569827671179, + "rf_loss": 0.0, + "total_loss": 0.676569827671179, + "lyap1_mean": -0.16327396035194397, + "lyap1_max": -0.10034860670566559, + "frac_above_star": 0.0 + }, + { + "step": 482, + "sup_loss": 0.8406178511477096, + "rf_loss": 0.0, + "total_loss": 0.8406178511477096, + "lyap1_mean": -0.17561940848827362, + "lyap1_max": -0.09614400565624237, + "frac_above_star": 0.0 + }, + { + "step": 483, + "sup_loss": 0.7347410907993062, + "rf_loss": 0.0, + "total_loss": 0.7347410907993062, + "lyap1_mean": -0.1480645090341568, + "lyap1_max": -0.0805608481168747, + "frac_above_star": 0.0 + }, + { + "step": 484, + "sup_loss": 0.6633889899566638, + "rf_loss": 0.0, + "total_loss": 0.6633889899566638, + "lyap1_mean": -0.2101891040802002, + "lyap1_max": -0.14367881417274475, + "frac_above_star": 0.0 + }, + { + "step": 485, + "sup_loss": 0.7185214791861116, + "rf_loss": 0.0, + "total_loss": 0.7185214791861116, + "lyap1_mean": -0.19805341958999634, + "lyap1_max": -0.13665905594825745, + "frac_above_star": 0.0 + }, + { + "step": 486, + "sup_loss": 0.733232534636906, + "rf_loss": 0.0, + "total_loss": 0.733232534636906, + "lyap1_mean": -0.16951614618301392, + "lyap1_max": -0.08396901190280914, + "frac_above_star": 0.0 + }, + { + "step": 487, + "sup_loss": 0.5996731154697665, + "rf_loss": 0.0, + "total_loss": 0.5996731154697665, + "lyap1_mean": -0.16574031114578247, + "lyap1_max": -0.07693245261907578, + "frac_above_star": 0.0 + }, + { + "step": 488, + "sup_loss": 0.670962957321006, + "rf_loss": 0.0, + "total_loss": 0.670962957321006, + "lyap1_mean": -0.18475446105003357, + "lyap1_max": -0.12275934219360352, + "frac_above_star": 0.0 + }, + { + "step": 489, + "sup_loss": 0.9160524129305279, + "rf_loss": 0.0, + "total_loss": 0.9160524129305279, + "lyap1_mean": -0.18108034133911133, + "lyap1_max": -0.1257704794406891, + "frac_above_star": 0.0 + }, + { + "step": 490, + "sup_loss": 0.703564397988277, + "rf_loss": 0.0, + "total_loss": 0.703564397988277, + "lyap1_mean": -0.17584764957427979, + "lyap1_max": -0.09169739484786987, + "frac_above_star": 0.0 + }, + { + "step": 491, + "sup_loss": 0.7225753348712071, + "rf_loss": 0.0, + "total_loss": 0.7225753348712071, + "lyap1_mean": -0.17565269768238068, + "lyap1_max": -0.047863416373729706, + "frac_above_star": 0.0 + }, + { + "step": 492, + "sup_loss": 0.7954094202497434, + "rf_loss": 0.0, + "total_loss": 0.7954094202497434, + "lyap1_mean": -0.1613503396511078, + "lyap1_max": -0.13159368932247162, + "frac_above_star": 0.0 + }, + { + "step": 493, + "sup_loss": 0.6410053739508877, + "rf_loss": 0.0, + "total_loss": 0.6410053739508877, + "lyap1_mean": -0.18526600301265717, + "lyap1_max": -0.1354249268770218, + "frac_above_star": 0.0 + }, + { + "step": 494, + "sup_loss": 0.8185902877291147, + "rf_loss": 0.0, + "total_loss": 0.8185902877291147, + "lyap1_mean": -0.14729398488998413, + "lyap1_max": -0.08913131058216095, + "frac_above_star": 0.0 + }, + { + "step": 495, + "sup_loss": 0.845292554678149, + "rf_loss": 0.0, + "total_loss": 0.845292554678149, + "lyap1_mean": -0.1540510058403015, + "lyap1_max": -0.08714614808559418, + "frac_above_star": 0.0 + }, + { + "step": 496, + "sup_loss": 0.698312174343865, + "rf_loss": 0.0, + "total_loss": 0.698312174343865, + "lyap1_mean": -0.16962531208992004, + "lyap1_max": -0.13530316948890686, + "frac_above_star": 0.0 + }, + { + "step": 497, + "sup_loss": 0.8523727425389562, + "rf_loss": 0.0, + "total_loss": 0.8523727425389562, + "lyap1_mean": -0.1697354018688202, + "lyap1_max": -0.13368989527225494, + "frac_above_star": 0.0 + }, + { + "step": 498, + "sup_loss": 0.7706830157809242, + "rf_loss": 0.0, + "total_loss": 0.7706830157809242, + "lyap1_mean": -0.18562214076519012, + "lyap1_max": -0.11081445217132568, + "frac_above_star": 0.0 + }, + { + "step": 499, + "sup_loss": 0.5948254047538172, + "rf_loss": 0.0, + "total_loss": 0.5948254047538172, + "lyap1_mean": -0.1709395945072174, + "lyap1_max": -0.11429118365049362, + "frac_above_star": 0.0 + } + ], + "evals": [ + { + "step": 0, + "acc": 0.484375, + "tok_acc": 0.8186487268518519 + }, + { + "step": 100, + "acc": 0.513671875, + "tok_acc": 0.8274739583333334 + }, + { + "step": 200, + "acc": 0.505859375, + "tok_acc": 0.8255690586419753 + }, + { + "step": 300, + "acc": 0.513671875, + "tok_acc": 0.8304880401234568 + }, + { + "step": 400, + "acc": 0.513671875, + "tok_acc": 0.8314766589506173 + }, + { + "step": 500, + "acc": 0.54296875, + "tok_acc": 0.8411217206790124 + }, + { + "step": 500, + "acc": 0.54296875, + "tok_acc": 0.8411217206790124 + } + ], + "final_acc": 0.54296875, + "final_tok_acc": 0.8411217206790124 +}
\ No newline at end of file |
