{ "args": { "ckpt_root": "/home/yurenh2/rrm/hrm/checkpoints/Sudoku-extreme-1k-aug-1000 ACT-torch/HierarchicalReasoningModel_ACTV1 righteous-python", "ckpt_name": "step_26040", "n_steps": 500, "batch_size": 8, "lr": 1e-05, "alpha_rf": 0.0, "lambda_star": 0.0, "rf_mode": "volume_cf", "k_lyap": 8, "lyap_act_steps": 4, "seed": 42, "eval_every": 100, "eval_n": 512, "eval_batch_size": 32, "out": "step3_I_baseline_26040_k8_500.json" }, "initial_acc": 0.517578125, "initial_tok_acc": 0.8276668595679012, "steps": [ { "step": 0, "sup_loss": 0.5765939557422503, "rf_loss": 0.0, "total_loss": 0.5765939557422503, "lyap1_mean": -0.17518174648284912, "lyap1_max": -0.03498416393995285, "lyap_volume_mean": -0.2129451483488083, "lyap_volume_max": -0.12624622881412506, "frac_above_star": 0.0 }, { "step": 1, "sup_loss": 0.42981434237958205, "rf_loss": 0.0, "total_loss": 0.42981434237958205, "lyap1_mean": -0.18617165088653564, "lyap1_max": -0.08423864841461182, "lyap_volume_mean": -0.2098609358072281, "lyap_volume_max": -0.10145065933465958, "frac_above_star": 0.0 }, { "step": 2, "sup_loss": 0.7057717290431733, "rf_loss": 0.0, "total_loss": 0.7057717290431733, "lyap1_mean": -0.18135541677474976, "lyap1_max": -0.054792433977127075, "lyap_volume_mean": -0.2126106321811676, "lyap_volume_max": -0.13942401111125946, "frac_above_star": 0.0 }, { "step": 3, "sup_loss": 0.601775723236222, "rf_loss": 0.0, "total_loss": 0.601775723236222, "lyap1_mean": -0.18471670150756836, "lyap1_max": -0.10129474103450775, "lyap_volume_mean": -0.20753711462020874, "lyap_volume_max": -0.12338219583034515, "frac_above_star": 0.0 }, { "step": 4, "sup_loss": 0.6169008207332772, "rf_loss": 0.0, "total_loss": 0.6169008207332772, "lyap1_mean": -0.15281519293785095, "lyap1_max": -0.06803388148546219, "lyap_volume_mean": -0.182515487074852, "lyap_volume_max": -0.11942789703607559, "frac_above_star": 0.0 }, { "step": 5, "sup_loss": 0.8110880297373101, "rf_loss": 0.0, "total_loss": 0.8110880297373101, "lyap1_mean": -0.14827270805835724, "lyap1_max": -0.019913045689463615, "lyap_volume_mean": -0.16384533047676086, "lyap_volume_max": -0.11646593362092972, "frac_above_star": 0.0 }, { "step": 6, "sup_loss": 0.6246396335858027, "rf_loss": 0.0, "total_loss": 0.6246396335858027, "lyap1_mean": -0.2019556164741516, "lyap1_max": -0.14312443137168884, "lyap_volume_mean": -0.20253050327301025, "lyap_volume_max": -0.1636277288198471, "frac_above_star": 0.0 }, { "step": 7, "sup_loss": 0.6038951224756262, "rf_loss": 0.0, "total_loss": 0.6038951224756262, "lyap1_mean": -0.1750771403312683, "lyap1_max": -0.11971475929021835, "lyap_volume_mean": -0.19171690940856934, "lyap_volume_max": -0.15711459517478943, "frac_above_star": 0.0 }, { "step": 8, "sup_loss": 0.771863995847839, "rf_loss": 0.0, "total_loss": 0.771863995847839, "lyap1_mean": -0.14018645882606506, "lyap1_max": -0.07192978262901306, "lyap_volume_mean": -0.16548335552215576, "lyap_volume_max": -0.11265233159065247, "frac_above_star": 0.0 }, { "step": 9, "sup_loss": 0.8537396199797036, "rf_loss": 0.0, "total_loss": 0.8537396199797036, "lyap1_mean": -0.14456290006637573, "lyap1_max": -0.09287624061107635, "lyap_volume_mean": -0.1777227520942688, "lyap_volume_max": -0.13294757902622223, "frac_above_star": 0.0 }, { "step": 10, "sup_loss": 0.6157160422630458, "rf_loss": 0.0, "total_loss": 0.6157160422630458, "lyap1_mean": -0.15968629717826843, "lyap1_max": -0.09043657779693604, "lyap_volume_mean": -0.17715932428836823, "lyap_volume_max": -0.13045112788677216, "frac_above_star": 0.0 }, { "step": 11, "sup_loss": 0.5853916865412541, "rf_loss": 0.0, "total_loss": 0.5853916865412541, "lyap1_mean": -0.19088813662528992, "lyap1_max": -0.13337597250938416, "lyap_volume_mean": -0.20628158748149872, "lyap_volume_max": -0.13587161898612976, "frac_above_star": 0.0 }, { "step": 12, "sup_loss": 0.4211971443296122, "rf_loss": 0.0, "total_loss": 0.4211971443296122, "lyap1_mean": -0.17524969577789307, "lyap1_max": -0.08471512794494629, "lyap_volume_mean": -0.1917063444852829, "lyap_volume_max": -0.12684959173202515, "frac_above_star": 0.0 }, { "step": 13, "sup_loss": 0.689906808914767, "rf_loss": 0.0, "total_loss": 0.689906808914767, "lyap1_mean": -0.15197071433067322, "lyap1_max": -0.0489530935883522, "lyap_volume_mean": -0.17505884170532227, "lyap_volume_max": -0.11376412212848663, "frac_above_star": 0.0 }, { "step": 14, "sup_loss": 0.5962683281938872, "rf_loss": 0.0, "total_loss": 0.5962683281938872, "lyap1_mean": -0.17089122533798218, "lyap1_max": -0.03906776383519173, "lyap_volume_mean": -0.19873611629009247, "lyap_volume_max": -0.09656540304422379, "frac_above_star": 0.0 }, { "step": 15, "sup_loss": 0.70387030407416, "rf_loss": 0.0, "total_loss": 0.70387030407416, "lyap1_mean": -0.16707003116607666, "lyap1_max": -0.07187478244304657, "lyap_volume_mean": -0.2055349200963974, "lyap_volume_max": -0.15966884791851044, "frac_above_star": 0.0 }, { "step": 16, "sup_loss": 0.5549243617011845, "rf_loss": 0.0, "total_loss": 0.5549243617011845, "lyap1_mean": -0.15298664569854736, "lyap1_max": -0.05255753919482231, "lyap_volume_mean": -0.1901772916316986, "lyap_volume_max": -0.11117645353078842, "frac_above_star": 0.0 }, { "step": 17, "sup_loss": 0.7387309222366741, "rf_loss": 0.0, "total_loss": 0.7387309222366741, "lyap1_mean": -0.13106700778007507, "lyap1_max": -0.06517104804515839, "lyap_volume_mean": -0.16194424033164978, "lyap_volume_max": -0.11674094200134277, "frac_above_star": 0.0 }, { "step": 18, "sup_loss": 0.61137482389996, "rf_loss": 0.0, "total_loss": 0.61137482389996, "lyap1_mean": -0.19562849402427673, "lyap1_max": -0.07730808854103088, "lyap_volume_mean": -0.2144021838903427, "lyap_volume_max": -0.15262719988822937, "frac_above_star": 0.0 }, { "step": 19, "sup_loss": 0.46376284354867875, "rf_loss": 0.0, "total_loss": 0.46376284354867875, "lyap1_mean": -0.1963959038257599, "lyap1_max": -0.031651027500629425, "lyap_volume_mean": -0.21279016137123108, "lyap_volume_max": -0.04248693957924843, "frac_above_star": 0.0 }, { "step": 20, "sup_loss": 0.6092018138313998, "rf_loss": 0.0, "total_loss": 0.6092018138313998, "lyap1_mean": -0.18722239136695862, "lyap1_max": -0.08594132959842682, "lyap_volume_mean": -0.19614221155643463, "lyap_volume_max": -0.11634619534015656, "frac_above_star": 0.0 }, { "step": 21, "sup_loss": 0.6102743209711724, "rf_loss": 0.0, "total_loss": 0.6102743209711724, "lyap1_mean": -0.1688951849937439, "lyap1_max": -0.10845872759819031, "lyap_volume_mean": -0.18483999371528625, "lyap_volume_max": -0.12305832654237747, "frac_above_star": 0.0 }, { "step": 22, "sup_loss": 0.5441058793485566, "rf_loss": 0.0, "total_loss": 0.5441058793485566, "lyap1_mean": -0.1658957451581955, "lyap1_max": -0.0728469043970108, "lyap_volume_mean": -0.19471371173858643, "lyap_volume_max": -0.12574145197868347, "frac_above_star": 0.0 }, { "step": 23, "sup_loss": 0.5758897879517344, "rf_loss": 0.0, "total_loss": 0.5758897879517344, "lyap1_mean": -0.16417807340621948, "lyap1_max": -0.11264024674892426, "lyap_volume_mean": -0.18863530457019806, "lyap_volume_max": -0.13781246542930603, "frac_above_star": 0.0 }, { "step": 24, "sup_loss": 0.7745319481681472, "rf_loss": 0.0, "total_loss": 0.7745319481681472, "lyap1_mean": -0.14219631254673004, "lyap1_max": -0.09294788539409637, "lyap_volume_mean": -0.1659940779209137, "lyap_volume_max": -0.14803722500801086, "frac_above_star": 0.0 }, { "step": 25, "sup_loss": 0.8619539514595322, "rf_loss": 0.0, "total_loss": 0.8619539514595322, "lyap1_mean": -0.11733110249042511, "lyap1_max": 0.009647714905440807, "lyap_volume_mean": -0.16165198385715485, "lyap_volume_max": -0.09135673195123672, "frac_above_star": 0.125 }, { "step": 26, "sup_loss": 0.7892467283005681, "rf_loss": 0.0, "total_loss": 0.7892467283005681, "lyap1_mean": -0.12882626056671143, "lyap1_max": -0.07266468554735184, "lyap_volume_mean": -0.16453178226947784, "lyap_volume_max": -0.12056093662977219, "frac_above_star": 0.0 }, { "step": 27, "sup_loss": 0.41791058556386246, "rf_loss": 0.0, "total_loss": 0.41791058556386246, "lyap1_mean": -0.18165597319602966, "lyap1_max": -0.048977404832839966, "lyap_volume_mean": -0.21732012927532196, "lyap_volume_max": -0.12261119484901428, "frac_above_star": 0.0 }, { "step": 28, "sup_loss": 0.7406339887427966, "rf_loss": 0.0, "total_loss": 0.7406339887427966, "lyap1_mean": -0.14413970708847046, "lyap1_max": -0.07928483188152313, "lyap_volume_mean": -0.17839251458644867, "lyap_volume_max": -0.1378544270992279, "frac_above_star": 0.0 }, { "step": 29, "sup_loss": 0.7389391681658837, "rf_loss": 0.0, "total_loss": 0.7389391681658837, "lyap1_mean": -0.14782977104187012, "lyap1_max": -0.08017813414335251, "lyap_volume_mean": -0.1687742918729782, "lyap_volume_max": -0.11714763939380646, "frac_above_star": 0.0 }, { "step": 30, "sup_loss": 0.623148030207057, "rf_loss": 0.0, "total_loss": 0.623148030207057, "lyap1_mean": -0.16807621717453003, "lyap1_max": -0.08715256303548813, "lyap_volume_mean": -0.18565988540649414, "lyap_volume_max": -0.14040030539035797, "frac_above_star": 0.0 }, { "step": 31, "sup_loss": 0.6943306003005586, "rf_loss": 0.0, "total_loss": 0.6943306003005586, "lyap1_mean": -0.1559123396873474, "lyap1_max": 0.007050047628581524, "lyap_volume_mean": -0.17144355177879333, "lyap_volume_max": -0.07476940751075745, "frac_above_star": 0.125 }, { "step": 32, "sup_loss": 0.6125819565856762, "rf_loss": 0.0, "total_loss": 0.6125819565856762, "lyap1_mean": -0.15432213246822357, "lyap1_max": -0.05937082692980766, "lyap_volume_mean": -0.16817069053649902, "lyap_volume_max": -0.1008237823843956, "frac_above_star": 0.0 }, { "step": 33, "sup_loss": 0.6348141909834153, "rf_loss": 0.0, "total_loss": 0.6348141909834153, "lyap1_mean": -0.1484721601009369, "lyap1_max": -0.0520235151052475, "lyap_volume_mean": -0.18890348076820374, "lyap_volume_max": -0.13122783601284027, "frac_above_star": 0.0 }, { "step": 34, "sup_loss": 0.7172427084803715, "rf_loss": 0.0, "total_loss": 0.7172427084803715, "lyap1_mean": -0.15004920959472656, "lyap1_max": -0.08261997997760773, "lyap_volume_mean": -0.17832374572753906, "lyap_volume_max": -0.12955012917518616, "frac_above_star": 0.0 }, { "step": 35, "sup_loss": 0.4016934797278866, "rf_loss": 0.0, "total_loss": 0.4016934797278866, "lyap1_mean": -0.1767427623271942, "lyap1_max": -0.02798108011484146, "lyap_volume_mean": -0.21724456548690796, "lyap_volume_max": -0.12111850082874298, "frac_above_star": 0.0 }, { "step": 36, "sup_loss": 0.5828670030759237, "rf_loss": 0.0, "total_loss": 0.5828670030759237, "lyap1_mean": -0.19067180156707764, "lyap1_max": -0.14193469285964966, "lyap_volume_mean": -0.20275753736495972, "lyap_volume_max": -0.14650262892246246, "frac_above_star": 0.0 }, { "step": 37, "sup_loss": 0.7874256273994852, "rf_loss": 0.0, "total_loss": 0.7874256273994852, "lyap1_mean": -0.15377452969551086, "lyap1_max": -0.11147716641426086, "lyap_volume_mean": -0.1642916351556778, "lyap_volume_max": -0.13780811429023743, "frac_above_star": 0.0 }, { "step": 38, "sup_loss": 0.5650186332690592, "rf_loss": 0.0, "total_loss": 0.5650186332690592, "lyap1_mean": -0.17379049956798553, "lyap1_max": -0.11082370579242706, "lyap_volume_mean": -0.19469916820526123, "lyap_volume_max": -0.1200430765748024, "frac_above_star": 0.0 }, { "step": 39, "sup_loss": 0.7025830539819069, "rf_loss": 0.0, "total_loss": 0.7025830539819069, "lyap1_mean": -0.13439524173736572, "lyap1_max": -0.051041074097156525, "lyap_volume_mean": -0.17259159684181213, "lyap_volume_max": -0.10730753093957901, "frac_above_star": 0.0 }, { "step": 40, "sup_loss": 0.6453378737037883, "rf_loss": 0.0, "total_loss": 0.6453378737037883, "lyap1_mean": -0.1697510927915573, "lyap1_max": -0.1171003207564354, "lyap_volume_mean": -0.18391777575016022, "lyap_volume_max": -0.15238291025161743, "frac_above_star": 0.0 }, { "step": 41, "sup_loss": 0.4472778347431637, "rf_loss": 0.0, "total_loss": 0.4472778347431637, "lyap1_mean": -0.21342477202415466, "lyap1_max": -0.11584624648094177, "lyap_volume_mean": -0.22257088124752045, "lyap_volume_max": -0.13129684329032898, "frac_above_star": 0.0 }, { "step": 42, "sup_loss": 0.7402948646177966, "rf_loss": 0.0, "total_loss": 0.7402948646177966, "lyap1_mean": -0.141597181558609, "lyap1_max": 0.07224255055189133, "lyap_volume_mean": -0.19299867749214172, "lyap_volume_max": -0.10795575380325317, "frac_above_star": 0.125 }, { "step": 43, "sup_loss": 0.7443033570395254, "rf_loss": 0.0, "total_loss": 0.7443033570395254, "lyap1_mean": -0.1858544796705246, "lyap1_max": -0.05352398380637169, "lyap_volume_mean": -0.20251621305942535, "lyap_volume_max": -0.12521928548812866, "frac_above_star": 0.0 }, { "step": 44, "sup_loss": 0.9350756390242783, "rf_loss": 0.0, "total_loss": 0.9350756390242783, "lyap1_mean": -0.1379360556602478, "lyap1_max": -0.05629929155111313, "lyap_volume_mean": -0.16997139155864716, "lyap_volume_max": -0.13435843586921692, "frac_above_star": 0.0 }, { "step": 45, "sup_loss": 0.6326728799491405, "rf_loss": 0.0, "total_loss": 0.6326728799491405, "lyap1_mean": -0.14600829780101776, "lyap1_max": -0.07179069519042969, "lyap_volume_mean": -0.17334236204624176, "lyap_volume_max": -0.1305558681488037, "frac_above_star": 0.0 }, { "step": 46, "sup_loss": 0.6465314904402719, "rf_loss": 0.0, "total_loss": 0.6465314904402719, "lyap1_mean": -0.15623925626277924, "lyap1_max": -0.0756276473402977, "lyap_volume_mean": -0.19115471839904785, "lyap_volume_max": -0.13334515690803528, "frac_above_star": 0.0 }, { "step": 47, "sup_loss": 0.6314993146936592, "rf_loss": 0.0, "total_loss": 0.6314993146936592, "lyap1_mean": -0.1619235873222351, "lyap1_max": -0.10283753275871277, "lyap_volume_mean": -0.1916477382183075, "lyap_volume_max": -0.1573134958744049, "frac_above_star": 0.0 }, { "step": 48, "sup_loss": 0.5955820353110518, "rf_loss": 0.0, "total_loss": 0.5955820353110518, "lyap1_mean": -0.15021589398384094, "lyap1_max": -0.0038282815366983414, "lyap_volume_mean": -0.18304944038391113, "lyap_volume_max": -0.12690003216266632, "frac_above_star": 0.0 }, { "step": 49, "sup_loss": 0.6090132332033497, "rf_loss": 0.0, "total_loss": 0.6090132332033497, "lyap1_mean": -0.15146583318710327, "lyap1_max": -0.08615695685148239, "lyap_volume_mean": -0.1794711947441101, "lyap_volume_max": -0.14073936641216278, "frac_above_star": 0.0 }, { "step": 50, "sup_loss": 0.6033736864025908, "rf_loss": 0.0, "total_loss": 0.6033736864025908, "lyap1_mean": -0.1660178303718567, "lyap1_max": -0.06791552156209946, "lyap_volume_mean": -0.18799182772636414, "lyap_volume_max": -0.11733893305063248, "frac_above_star": 0.0 }, { "step": 51, "sup_loss": 0.8165900372311218, "rf_loss": 0.0, "total_loss": 0.8165900372311218, "lyap1_mean": -0.16303962469100952, "lyap1_max": -0.103661447763443, "lyap_volume_mean": -0.18026739358901978, "lyap_volume_max": -0.1386934518814087, "frac_above_star": 0.0 }, { "step": 52, "sup_loss": 0.5609144957255776, "rf_loss": 0.0, "total_loss": 0.5609144957255776, "lyap1_mean": -0.1788458526134491, "lyap1_max": -0.0964207798242569, "lyap_volume_mean": -0.1983110010623932, "lyap_volume_max": -0.12417709082365036, "frac_above_star": 0.0 }, { "step": 53, "sup_loss": 0.679696220396176, "rf_loss": 0.0, "total_loss": 0.679696220396176, "lyap1_mean": -0.161183699965477, "lyap1_max": -0.09149385988712311, "lyap_volume_mean": -0.18747544288635254, "lyap_volume_max": -0.12116363644599915, "frac_above_star": 0.0 }, { "step": 54, "sup_loss": 0.5965439582694959, "rf_loss": 0.0, "total_loss": 0.5965439582694959, "lyap1_mean": -0.13736218214035034, "lyap1_max": -0.0601637065410614, "lyap_volume_mean": -0.18389858305454254, "lyap_volume_max": -0.12748324871063232, "frac_above_star": 0.0 }, { "step": 55, "sup_loss": 0.6798533376367846, "rf_loss": 0.0, "total_loss": 0.6798533376367846, "lyap1_mean": -0.200973242521286, "lyap1_max": -0.16081389784812927, "lyap_volume_mean": -0.22185082733631134, "lyap_volume_max": -0.163933664560318, "frac_above_star": 0.0 }, { "step": 56, "sup_loss": 0.5884013823453033, "rf_loss": 0.0, "total_loss": 0.5884013823453033, "lyap1_mean": -0.17380231618881226, "lyap1_max": -0.05453823134303093, "lyap_volume_mean": -0.20290187001228333, "lyap_volume_max": -0.11275678873062134, "frac_above_star": 0.0 }, { "step": 57, "sup_loss": 0.64268128362639, "rf_loss": 0.0, "total_loss": 0.64268128362639, "lyap1_mean": -0.1814551055431366, "lyap1_max": -0.09973108023405075, "lyap_volume_mean": -0.19032354652881622, "lyap_volume_max": -0.11571958661079407, "frac_above_star": 0.0 }, { "step": 58, "sup_loss": 0.6885914938686759, "rf_loss": 0.0, "total_loss": 0.6885914938686759, "lyap1_mean": -0.17654499411582947, "lyap1_max": -0.13875964283943176, "lyap_volume_mean": -0.20016193389892578, "lyap_volume_max": -0.15374143421649933, "frac_above_star": 0.0 }, { "step": 59, "sup_loss": 0.426284807293353, "rf_loss": 0.0, "total_loss": 0.426284807293353, "lyap1_mean": -0.19404834508895874, "lyap1_max": -0.11616095155477524, "lyap_volume_mean": -0.22706946730613708, "lyap_volume_max": -0.15793098509311676, "frac_above_star": 0.0 }, { "step": 60, "sup_loss": 0.6470241147970159, "rf_loss": 0.0, "total_loss": 0.6470241147970159, "lyap1_mean": -0.1818695366382599, "lyap1_max": -0.12726792693138123, "lyap_volume_mean": -0.1956232786178589, "lyap_volume_max": -0.15321195125579834, "frac_above_star": 0.0 }, { "step": 61, "sup_loss": 0.5505873833225257, "rf_loss": 0.0, "total_loss": 0.5505873833225257, "lyap1_mean": -0.1494503915309906, "lyap1_max": -0.0055382042191922665, "lyap_volume_mean": -0.1810993105173111, "lyap_volume_max": -0.10854585468769073, "frac_above_star": 0.0 }, { "step": 62, "sup_loss": 0.42783268957955284, "rf_loss": 0.0, "total_loss": 0.42783268957955284, "lyap1_mean": -0.19743207097053528, "lyap1_max": -0.10268666595220566, "lyap_volume_mean": -0.2159126102924347, "lyap_volume_max": -0.12775713205337524, "frac_above_star": 0.0 }, { "step": 63, "sup_loss": 0.6860365827559549, "rf_loss": 0.0, "total_loss": 0.6860365827559549, "lyap1_mean": -0.12871836125850677, "lyap1_max": -0.05421443283557892, "lyap_volume_mean": -0.16410808265209198, "lyap_volume_max": -0.13790136575698853, "frac_above_star": 0.0 }, { "step": 64, "sup_loss": 0.6507597905841103, "rf_loss": 0.0, "total_loss": 0.6507597905841103, "lyap1_mean": -0.1395767778158188, "lyap1_max": -0.08157776296138763, "lyap_volume_mean": -0.1632688045501709, "lyap_volume_max": -0.08790665864944458, "frac_above_star": 0.0 }, { "step": 65, "sup_loss": 0.8327852123769719, "rf_loss": 0.0, "total_loss": 0.8327852123769719, "lyap1_mean": -0.1505291610956192, "lyap1_max": -0.08239658176898956, "lyap_volume_mean": -0.17478367686271667, "lyap_volume_max": -0.14311328530311584, "frac_above_star": 0.0 }, { "step": 66, "sup_loss": 0.5741111146960893, "rf_loss": 0.0, "total_loss": 0.5741111146960893, "lyap1_mean": -0.1493281126022339, "lyap1_max": -0.06292808055877686, "lyap_volume_mean": -0.18375013768672943, "lyap_volume_max": -0.12080219388008118, "frac_above_star": 0.0 }, { "step": 67, "sup_loss": 0.5224537657876076, "rf_loss": 0.0, "total_loss": 0.5224537657876076, "lyap1_mean": -0.16151943802833557, "lyap1_max": -0.099439337849617, "lyap_volume_mean": -0.18425112962722778, "lyap_volume_max": -0.12508442997932434, "frac_above_star": 0.0 }, { "step": 68, "sup_loss": 0.7356510884880799, "rf_loss": 0.0, "total_loss": 0.7356510884880799, "lyap1_mean": -0.16262340545654297, "lyap1_max": -0.03349057585000992, "lyap_volume_mean": -0.18858125805854797, "lyap_volume_max": -0.14155733585357666, "frac_above_star": 0.0 }, { "step": 69, "sup_loss": 0.8047189549709967, "rf_loss": 0.0, "total_loss": 0.8047189549709967, "lyap1_mean": -0.1677641123533249, "lyap1_max": -0.09514851868152618, "lyap_volume_mean": -0.1797402799129486, "lyap_volume_max": -0.1391316056251526, "frac_above_star": 0.0 }, { "step": 70, "sup_loss": 0.7019385424865066, "rf_loss": 0.0, "total_loss": 0.7019385424865066, "lyap1_mean": -0.1880730241537094, "lyap1_max": -0.07615511119365692, "lyap_volume_mean": -0.21739040315151215, "lyap_volume_max": -0.14991873502731323, "frac_above_star": 0.0 }, { "step": 71, "sup_loss": 0.7087759057783904, "rf_loss": 0.0, "total_loss": 0.7087759057783904, "lyap1_mean": -0.1817045956850052, "lyap1_max": -0.14222516119480133, "lyap_volume_mean": -0.19032549858093262, "lyap_volume_max": -0.15082456171512604, "frac_above_star": 0.0 }, { "step": 72, "sup_loss": 0.4572772077415588, "rf_loss": 0.0, "total_loss": 0.4572772077415588, "lyap1_mean": -0.16831956803798676, "lyap1_max": -0.10452070087194443, "lyap_volume_mean": -0.20065820217132568, "lyap_volume_max": -0.1479114294052124, "frac_above_star": 0.0 }, { "step": 73, "sup_loss": 0.5539721724366539, "rf_loss": 0.0, "total_loss": 0.5539721724366539, "lyap1_mean": -0.18641743063926697, "lyap1_max": -0.10292387008666992, "lyap_volume_mean": -0.21929708123207092, "lyap_volume_max": -0.15698489546775818, "frac_above_star": 0.0 }, { "step": 74, "sup_loss": 0.6838700317830152, "rf_loss": 0.0, "total_loss": 0.6838700317830152, "lyap1_mean": -0.1948469579219818, "lyap1_max": -0.09686611592769623, "lyap_volume_mean": -0.21768605709075928, "lyap_volume_max": -0.12249566614627838, "frac_above_star": 0.0 }, { "step": 75, "sup_loss": 0.618710325387704, "rf_loss": 0.0, "total_loss": 0.618710325387704, "lyap1_mean": -0.1655884087085724, "lyap1_max": -0.10202478617429733, "lyap_volume_mean": -0.17798389494419098, "lyap_volume_max": -0.11770619451999664, "frac_above_star": 0.0 }, { "step": 76, "sup_loss": 0.5337059268865405, "rf_loss": 0.0, "total_loss": 0.5337059268865405, "lyap1_mean": -0.15469972789287567, "lyap1_max": -0.06767326593399048, "lyap_volume_mean": -0.19078734517097473, "lyap_volume_max": -0.13299229741096497, "frac_above_star": 0.0 }, { "step": 77, "sup_loss": 0.6376182666125634, "rf_loss": 0.0, "total_loss": 0.6376182666125634, "lyap1_mean": -0.15821678936481476, "lyap1_max": -0.14529848098754883, "lyap_volume_mean": -0.18736891448497772, "lyap_volume_max": -0.15348222851753235, "frac_above_star": 0.0 }, { "step": 78, "sup_loss": 0.8520985981035953, "rf_loss": 0.0, "total_loss": 0.8520985981035953, "lyap1_mean": -0.15877491235733032, "lyap1_max": -0.0952800065279007, "lyap_volume_mean": -0.18624481558799744, "lyap_volume_max": -0.13284018635749817, "frac_above_star": 0.0 }, { "step": 79, "sup_loss": 0.7103273055165114, "rf_loss": 0.0, "total_loss": 0.7103273055165114, "lyap1_mean": -0.153178870677948, "lyap1_max": -0.08409848064184189, "lyap_volume_mean": -0.17531397938728333, "lyap_volume_max": -0.11117205023765564, "frac_above_star": 0.0 }, { "step": 80, "sup_loss": 0.6939981207951504, "rf_loss": 0.0, "total_loss": 0.6939981207951504, "lyap1_mean": -0.1525866985321045, "lyap1_max": -0.08922865241765976, "lyap_volume_mean": -0.18162408471107483, "lyap_volume_max": -0.1138966977596283, "frac_above_star": 0.0 }, { "step": 81, "sup_loss": 0.4127772126259459, "rf_loss": 0.0, "total_loss": 0.4127772126259459, "lyap1_mean": -0.168503075838089, "lyap1_max": -0.08704568445682526, "lyap_volume_mean": -0.19336150586605072, "lyap_volume_max": -0.11797883361577988, "frac_above_star": 0.0 }, { "step": 82, "sup_loss": 0.6137090026409268, "rf_loss": 0.0, "total_loss": 0.6137090026409268, "lyap1_mean": -0.18990935385227203, "lyap1_max": -0.07337720692157745, "lyap_volume_mean": -0.20473158359527588, "lyap_volume_max": -0.08290457725524902, "frac_above_star": 0.0 }, { "step": 83, "sup_loss": 0.6275997707875758, "rf_loss": 0.0, "total_loss": 0.6275997707875758, "lyap1_mean": -0.1570894718170166, "lyap1_max": -0.08962906897068024, "lyap_volume_mean": -0.18579471111297607, "lyap_volume_max": -0.1383911371231079, "frac_above_star": 0.0 }, { "step": 84, "sup_loss": 0.7201116946535026, "rf_loss": 0.0, "total_loss": 0.7201116946535026, "lyap1_mean": -0.14760997891426086, "lyap1_max": -0.010603247210383415, "lyap_volume_mean": -0.1865854114294052, "lyap_volume_max": -0.1422629952430725, "frac_above_star": 0.0 }, { "step": 85, "sup_loss": 0.694801676965922, "rf_loss": 0.0, "total_loss": 0.694801676965922, "lyap1_mean": -0.18863612413406372, "lyap1_max": -0.14966468513011932, "lyap_volume_mean": -0.19386905431747437, "lyap_volume_max": -0.1568956971168518, "frac_above_star": 0.0 }, { "step": 86, "sup_loss": 0.7624274322354018, "rf_loss": 0.0, "total_loss": 0.7624274322354018, "lyap1_mean": -0.19537441432476044, "lyap1_max": -0.11836756765842438, "lyap_volume_mean": -0.2102031707763672, "lyap_volume_max": -0.14314311742782593, "frac_above_star": 0.0 }, { "step": 87, "sup_loss": 0.6831402959446787, "rf_loss": 0.0, "total_loss": 0.6831402959446787, "lyap1_mean": -0.1433955430984497, "lyap1_max": -0.011530156247317791, "lyap_volume_mean": -0.1721438765525818, "lyap_volume_max": -0.12902680039405823, "frac_above_star": 0.0 }, { "step": 88, "sup_loss": 0.8244227827036587, "rf_loss": 0.0, "total_loss": 0.8244227827036587, "lyap1_mean": -0.18025518953800201, "lyap1_max": -0.10967397689819336, "lyap_volume_mean": -0.20060545206069946, "lyap_volume_max": -0.16079288721084595, "frac_above_star": 0.0 }, { "step": 89, "sup_loss": 0.8165295960737707, "rf_loss": 0.0, "total_loss": 0.8165295960737707, "lyap1_mean": -0.14881330728530884, "lyap1_max": -0.07402008026838303, "lyap_volume_mean": -0.1798212081193924, "lyap_volume_max": -0.1311456859111786, "frac_above_star": 0.0 }, { "step": 90, "sup_loss": 0.4371848574464923, "rf_loss": 0.0, "total_loss": 0.4371848574464923, "lyap1_mean": -0.1562899351119995, "lyap1_max": -0.06718732416629791, "lyap_volume_mean": -0.17702481150627136, "lyap_volume_max": -0.12785077095031738, "frac_above_star": 0.0 }, { "step": 91, "sup_loss": 0.7074101932692093, "rf_loss": 0.0, "total_loss": 0.7074101932692093, "lyap1_mean": -0.17155751585960388, "lyap1_max": -0.09147866070270538, "lyap_volume_mean": -0.20085452497005463, "lyap_volume_max": -0.13131052255630493, "frac_above_star": 0.0 }, { "step": 92, "sup_loss": 0.7600776624240189, "rf_loss": 0.0, "total_loss": 0.7600776624240189, "lyap1_mean": -0.1773042529821396, "lyap1_max": -0.1194097027182579, "lyap_volume_mean": -0.19451552629470825, "lyap_volume_max": -0.1435825079679489, "frac_above_star": 0.0 }, { "step": 93, "sup_loss": 0.5761686442272446, "rf_loss": 0.0, "total_loss": 0.5761686442272446, "lyap1_mean": -0.1686672419309616, "lyap1_max": -0.03696957975625992, "lyap_volume_mean": -0.19507549703121185, "lyap_volume_max": -0.13152220845222473, "frac_above_star": 0.0 }, { "step": 94, "sup_loss": 0.7559009027563123, "rf_loss": 0.0, "total_loss": 0.7559009027563123, "lyap1_mean": -0.14900626242160797, "lyap1_max": -0.06913307309150696, "lyap_volume_mean": -0.1674630045890808, "lyap_volume_max": -0.10623974353075027, "frac_above_star": 0.0 }, { "step": 95, "sup_loss": 0.6773351494360369, "rf_loss": 0.0, "total_loss": 0.6773351494360369, "lyap1_mean": -0.16875988245010376, "lyap1_max": -0.11900477856397629, "lyap_volume_mean": -0.18913283944129944, "lyap_volume_max": -0.1296197772026062, "frac_above_star": 0.0 }, { "step": 96, "sup_loss": 0.6502591433569865, "rf_loss": 0.0, "total_loss": 0.6502591433569865, "lyap1_mean": -0.1930737942457199, "lyap1_max": -0.11172159761190414, "lyap_volume_mean": -0.20468708872795105, "lyap_volume_max": -0.13624341785907745, "frac_above_star": 0.0 }, { "step": 97, "sup_loss": 0.42770560792907847, "rf_loss": 0.0, "total_loss": 0.42770560792907847, "lyap1_mean": -0.17415009438991547, "lyap1_max": -0.08406179398298264, "lyap_volume_mean": -0.20642808079719543, "lyap_volume_max": -0.14736433327198029, "frac_above_star": 0.0 }, { "step": 98, "sup_loss": 0.7424111383870133, "rf_loss": 0.0, "total_loss": 0.7424111383870133, "lyap1_mean": -0.20030465722084045, "lyap1_max": -0.10899093002080917, "lyap_volume_mean": -0.21176135540008545, "lyap_volume_max": -0.1674671471118927, "frac_above_star": 0.0 }, { "step": 99, "sup_loss": 0.670801384283504, "rf_loss": 0.0, "total_loss": 0.670801384283504, "lyap1_mean": -0.18697547912597656, "lyap1_max": -0.10672640800476074, "lyap_volume_mean": -0.2047623097896576, "lyap_volume_max": -0.13647958636283875, "frac_above_star": 0.0 }, { "step": 100, "sup_loss": 0.5821806511279201, "rf_loss": 0.0, "total_loss": 0.5821806511279201, "lyap1_mean": -0.19414383172988892, "lyap1_max": -0.1214146614074707, "lyap_volume_mean": -0.21797659993171692, "lyap_volume_max": -0.15577131509780884, "frac_above_star": 0.0 }, { "step": 101, "sup_loss": 0.567047440312959, "rf_loss": 0.0, "total_loss": 0.567047440312959, "lyap1_mean": -0.1633242964744568, "lyap1_max": -0.0010123613756150007, "lyap_volume_mean": -0.1856698989868164, "lyap_volume_max": -0.11761980503797531, "frac_above_star": 0.0 }, { "step": 102, "sup_loss": 0.6925670871299319, "rf_loss": 0.0, "total_loss": 0.6925670871299319, "lyap1_mean": -0.17990490794181824, "lyap1_max": -0.08018717914819717, "lyap_volume_mean": -0.2085159718990326, "lyap_volume_max": -0.14672237634658813, "frac_above_star": 0.0 }, { "step": 103, "sup_loss": 0.6610390118534438, "rf_loss": 0.0, "total_loss": 0.6610390118534438, "lyap1_mean": -0.20016634464263916, "lyap1_max": -0.11117342114448547, "lyap_volume_mean": -0.2093794345855713, "lyap_volume_max": -0.14354190230369568, "frac_above_star": 0.0 }, { "step": 104, "sup_loss": 0.7507015084348001, "rf_loss": 0.0, "total_loss": 0.7507015084348001, "lyap1_mean": -0.13550996780395508, "lyap1_max": -0.05005134269595146, "lyap_volume_mean": -0.1701461672782898, "lyap_volume_max": -0.11428234726190567, "frac_above_star": 0.0 }, { "step": 105, "sup_loss": 0.7166839922932317, "rf_loss": 0.0, "total_loss": 0.7166839922932317, "lyap1_mean": -0.17543211579322815, "lyap1_max": -0.07357025146484375, "lyap_volume_mean": -0.20118865370750427, "lyap_volume_max": -0.14236485958099365, "frac_above_star": 0.0 }, { "step": 106, "sup_loss": 0.6857199243087527, "rf_loss": 0.0, "total_loss": 0.6857199243087527, "lyap1_mean": -0.17626231908798218, "lyap1_max": -0.038058534264564514, "lyap_volume_mean": -0.1940522938966751, "lyap_volume_max": -0.12357337772846222, "frac_above_star": 0.0 }, { "step": 107, "sup_loss": 0.5706523157300805, "rf_loss": 0.0, "total_loss": 0.5706523157300805, "lyap1_mean": -0.1931990385055542, "lyap1_max": -0.12107699364423752, "lyap_volume_mean": -0.20973750948905945, "lyap_volume_max": -0.15618136525154114, "frac_above_star": 0.0 }, { "step": 108, "sup_loss": 0.6504159128137997, "rf_loss": 0.0, "total_loss": 0.6504159128137997, "lyap1_mean": -0.13233040273189545, "lyap1_max": 0.03347761929035187, "lyap_volume_mean": -0.1672513782978058, "lyap_volume_max": -0.09064114093780518, "frac_above_star": 0.125 }, { "step": 109, "sup_loss": 0.8249443127850336, "rf_loss": 0.0, "total_loss": 0.8249443127850336, "lyap1_mean": -0.17176476120948792, "lyap1_max": -0.12685328722000122, "lyap_volume_mean": -0.1798974573612213, "lyap_volume_max": -0.135837584733963, "frac_above_star": 0.0 }, { "step": 110, "sup_loss": 0.613164888932241, "rf_loss": 0.0, "total_loss": 0.613164888932241, "lyap1_mean": -0.17228198051452637, "lyap1_max": -0.08775865286588669, "lyap_volume_mean": -0.19929131865501404, "lyap_volume_max": -0.1459835171699524, "frac_above_star": 0.0 }, { "step": 111, "sup_loss": 0.7770403140465993, "rf_loss": 0.0, "total_loss": 0.7770403140465993, "lyap1_mean": -0.1511297971010208, "lyap1_max": -0.04997807368636131, "lyap_volume_mean": -0.19086062908172607, "lyap_volume_max": -0.15538889169692993, "frac_above_star": 0.0 }, { "step": 112, "sup_loss": 0.7298644276680961, "rf_loss": 0.0, "total_loss": 0.7298644276680961, "lyap1_mean": -0.15274161100387573, "lyap1_max": -0.08067582547664642, "lyap_volume_mean": -0.17038926482200623, "lyap_volume_max": -0.13826292753219604, "frac_above_star": 0.0 }, { "step": 113, "sup_loss": 0.6815942571979408, "rf_loss": 0.0, "total_loss": 0.6815942571979408, "lyap1_mean": -0.1625862866640091, "lyap1_max": 0.020865758880972862, "lyap_volume_mean": -0.18870551884174347, "lyap_volume_max": -0.1172683835029602, "frac_above_star": 0.125 }, { "step": 114, "sup_loss": 0.5374023037516271, "rf_loss": 0.0, "total_loss": 0.5374023037516271, "lyap1_mean": -0.2029123604297638, "lyap1_max": -0.14589935541152954, "lyap_volume_mean": -0.22297680377960205, "lyap_volume_max": -0.16047663986682892, "frac_above_star": 0.0 }, { "step": 115, "sup_loss": 0.551451105747753, "rf_loss": 0.0, "total_loss": 0.551451105747753, "lyap1_mean": -0.17184288799762726, "lyap1_max": -0.06026236340403557, "lyap_volume_mean": -0.19413986802101135, "lyap_volume_max": -0.13465073704719543, "frac_above_star": 0.0 }, { "step": 116, "sup_loss": 0.7027193940697878, "rf_loss": 0.0, "total_loss": 0.7027193940697878, "lyap1_mean": -0.1817401796579361, "lyap1_max": -0.10280593484640121, "lyap_volume_mean": -0.19285985827445984, "lyap_volume_max": -0.14608344435691833, "frac_above_star": 0.0 }, { "step": 117, "sup_loss": 0.783942949413349, "rf_loss": 0.0, "total_loss": 0.783942949413349, "lyap1_mean": -0.16751675307750702, "lyap1_max": -0.12017519772052765, "lyap_volume_mean": -0.1857447773218155, "lyap_volume_max": -0.14612385630607605, "frac_above_star": 0.0 }, { "step": 118, "sup_loss": 0.46768298503969646, "rf_loss": 0.0, "total_loss": 0.46768298503969646, "lyap1_mean": -0.17399629950523376, "lyap1_max": -0.04169068858027458, "lyap_volume_mean": -0.19840452075004578, "lyap_volume_max": -0.10164585709571838, "frac_above_star": 0.0 }, { "step": 119, "sup_loss": 0.6595775880386037, "rf_loss": 0.0, "total_loss": 0.6595775880386037, "lyap1_mean": -0.1418500542640686, "lyap1_max": -0.07955417037010193, "lyap_volume_mean": -0.1805405616760254, "lyap_volume_max": -0.1256934255361557, "frac_above_star": 0.0 }, { "step": 120, "sup_loss": 0.5757596728075202, "rf_loss": 0.0, "total_loss": 0.5757596728075202, "lyap1_mean": -0.21729153394699097, "lyap1_max": -0.1213609129190445, "lyap_volume_mean": -0.23473002016544342, "lyap_volume_max": -0.17590458691120148, "frac_above_star": 0.0 }, { "step": 121, "sup_loss": 0.7140745681497984, "rf_loss": 0.0, "total_loss": 0.7140745681497984, "lyap1_mean": -0.1709134876728058, "lyap1_max": -0.10657360404729843, "lyap_volume_mean": -0.1878441870212555, "lyap_volume_max": -0.13165399432182312, "frac_above_star": 0.0 }, { "step": 122, "sup_loss": 0.7783120977834852, "rf_loss": 0.0, "total_loss": 0.7783120977834852, "lyap1_mean": -0.15410766005516052, "lyap1_max": -0.09049473702907562, "lyap_volume_mean": -0.1818276196718216, "lyap_volume_max": -0.12776243686676025, "frac_above_star": 0.0 }, { "step": 123, "sup_loss": 0.776218953461414, "rf_loss": 0.0, "total_loss": 0.776218953461414, "lyap1_mean": -0.16658863425254822, "lyap1_max": -0.08063719421625137, "lyap_volume_mean": -0.1910453587770462, "lyap_volume_max": -0.13942399621009827, "frac_above_star": 0.0 }, { "step": 124, "sup_loss": 0.847475918963637, "rf_loss": 0.0, "total_loss": 0.847475918963637, "lyap1_mean": -0.1586340218782425, "lyap1_max": -0.08088192343711853, "lyap_volume_mean": -0.1769477128982544, "lyap_volume_max": -0.1428319811820984, "frac_above_star": 0.0 }, { "step": 125, "sup_loss": 0.595726729388927, "rf_loss": 0.0, "total_loss": 0.595726729388927, "lyap1_mean": -0.1999594271183014, "lyap1_max": -0.05056799575686455, "lyap_volume_mean": -0.2166595160961151, "lyap_volume_max": -0.10042496025562286, "frac_above_star": 0.0 }, { "step": 126, "sup_loss": 0.5306547074263144, "rf_loss": 0.0, "total_loss": 0.5306547074263144, "lyap1_mean": -0.19025865197181702, "lyap1_max": -0.08906017243862152, "lyap_volume_mean": -0.2015177309513092, "lyap_volume_max": -0.11091408878564835, "frac_above_star": 0.0 }, { "step": 127, "sup_loss": 0.49672883375534693, "rf_loss": 0.0, "total_loss": 0.49672883375534693, "lyap1_mean": -0.18793757259845734, "lyap1_max": -0.04472790285944939, "lyap_volume_mean": -0.21769966185092926, "lyap_volume_max": -0.09562298655509949, "frac_above_star": 0.0 }, { "step": 128, "sup_loss": 0.4921033694095574, "rf_loss": 0.0, "total_loss": 0.4921033694095574, "lyap1_mean": -0.2077290415763855, "lyap1_max": -0.103106789290905, "lyap_volume_mean": -0.21752050518989563, "lyap_volume_max": -0.11533575505018234, "frac_above_star": 0.0 }, { "step": 129, "sup_loss": 0.40597729821722434, "rf_loss": 0.0, "total_loss": 0.40597729821722434, "lyap1_mean": -0.17012867331504822, "lyap1_max": -0.06751726567745209, "lyap_volume_mean": -0.19541239738464355, "lyap_volume_max": -0.12184596061706543, "frac_above_star": 0.0 }, { "step": 130, "sup_loss": 0.6598309280493907, "rf_loss": 0.0, "total_loss": 0.6598309280493907, "lyap1_mean": -0.20044907927513123, "lyap1_max": -0.04284916818141937, "lyap_volume_mean": -0.21682581305503845, "lyap_volume_max": -0.11879871785640717, "frac_above_star": 0.0 }, { "step": 131, "sup_loss": 0.4521690938634686, "rf_loss": 0.0, "total_loss": 0.4521690938634686, "lyap1_mean": -0.19233883917331696, "lyap1_max": -0.111419677734375, "lyap_volume_mean": -0.21329569816589355, "lyap_volume_max": -0.13294383883476257, "frac_above_star": 0.0 }, { "step": 132, "sup_loss": 0.5927306843549465, "rf_loss": 0.0, "total_loss": 0.5927306843549465, "lyap1_mean": -0.17197005450725555, "lyap1_max": -0.10443590581417084, "lyap_volume_mean": -0.2033398449420929, "lyap_volume_max": -0.13135989010334015, "frac_above_star": 0.0 }, { "step": 133, "sup_loss": 0.6307024587427871, "rf_loss": 0.0, "total_loss": 0.6307024587427871, "lyap1_mean": -0.19235405325889587, "lyap1_max": -0.14216631650924683, "lyap_volume_mean": -0.21538671851158142, "lyap_volume_max": -0.17678892612457275, "frac_above_star": 0.0 }, { "step": 134, "sup_loss": 0.5513313650780738, "rf_loss": 0.0, "total_loss": 0.5513313650780738, "lyap1_mean": -0.20898130536079407, "lyap1_max": -0.16298145055770874, "lyap_volume_mean": -0.22325368225574493, "lyap_volume_max": -0.1708323359489441, "frac_above_star": 0.0 }, { "step": 135, "sup_loss": 0.6456557119289003, "rf_loss": 0.0, "total_loss": 0.6456557119289003, "lyap1_mean": -0.16713984310626984, "lyap1_max": -0.1296369433403015, "lyap_volume_mean": -0.17397348582744598, "lyap_volume_max": -0.14077375829219818, "frac_above_star": 0.0 }, { "step": 136, "sup_loss": 0.7005460701160852, "rf_loss": 0.0, "total_loss": 0.7005460701160852, "lyap1_mean": -0.176324725151062, "lyap1_max": -0.09513776749372482, "lyap_volume_mean": -0.1926955282688141, "lyap_volume_max": -0.11677194386720657, "frac_above_star": 0.0 }, { "step": 137, "sup_loss": 0.7816450811778473, "rf_loss": 0.0, "total_loss": 0.7816450811778473, "lyap1_mean": -0.17037275433540344, "lyap1_max": -0.080597423017025, "lyap_volume_mean": -0.18549677729606628, "lyap_volume_max": -0.1393740475177765, "frac_above_star": 0.0 }, { "step": 138, "sup_loss": 0.6008463714890919, "rf_loss": 0.0, "total_loss": 0.6008463714890919, "lyap1_mean": -0.18981921672821045, "lyap1_max": -0.10547274351119995, "lyap_volume_mean": -0.19954098761081696, "lyap_volume_max": -0.13059455156326294, "frac_above_star": 0.0 }, { "step": 139, "sup_loss": 0.6711370873236596, "rf_loss": 0.0, "total_loss": 0.6711370873236596, "lyap1_mean": -0.18912288546562195, "lyap1_max": -0.14230652153491974, "lyap_volume_mean": -0.20202632248401642, "lyap_volume_max": -0.1438940167427063, "frac_above_star": 0.0 }, { "step": 140, "sup_loss": 0.8386582278400938, "rf_loss": 0.0, "total_loss": 0.8386582278400938, "lyap1_mean": -0.16844689846038818, "lyap1_max": -0.1295291781425476, "lyap_volume_mean": -0.18895186483860016, "lyap_volume_max": -0.1621934175491333, "frac_above_star": 0.0 }, { "step": 141, "sup_loss": 0.8067978861536408, "rf_loss": 0.0, "total_loss": 0.8067978861536408, "lyap1_mean": -0.17610067129135132, "lyap1_max": -0.10435986518859863, "lyap_volume_mean": -0.1865154355764389, "lyap_volume_max": -0.14579060673713684, "frac_above_star": 0.0 }, { "step": 142, "sup_loss": 0.4467632872158166, "rf_loss": 0.0, "total_loss": 0.4467632872158166, "lyap1_mean": -0.19595596194267273, "lyap1_max": -0.01761963963508606, "lyap_volume_mean": -0.22909092903137207, "lyap_volume_max": -0.1290159523487091, "frac_above_star": 0.0 }, { "step": 143, "sup_loss": 0.572029726308164, "rf_loss": 0.0, "total_loss": 0.572029726308164, "lyap1_mean": -0.19565676152706146, "lyap1_max": -0.09908585995435715, "lyap_volume_mean": -0.21988365054130554, "lyap_volume_max": -0.12270936369895935, "frac_above_star": 0.0 }, { "step": 144, "sup_loss": 0.8818724715704366, "rf_loss": 0.0, "total_loss": 0.8818724715704366, "lyap1_mean": -0.14473053812980652, "lyap1_max": -0.07845736294984818, "lyap_volume_mean": -0.16054782271385193, "lyap_volume_max": -0.1340886801481247, "frac_above_star": 0.0 }, { "step": 145, "sup_loss": 0.75539533758611, "rf_loss": 0.0, "total_loss": 0.75539533758611, "lyap1_mean": -0.17884835600852966, "lyap1_max": -0.10395988076925278, "lyap_volume_mean": -0.18201960623264313, "lyap_volume_max": -0.11870519071817398, "frac_above_star": 0.0 }, { "step": 146, "sup_loss": 0.5737985018629315, "rf_loss": 0.0, "total_loss": 0.5737985018629315, "lyap1_mean": -0.22311286628246307, "lyap1_max": -0.1572554111480713, "lyap_volume_mean": -0.2343064248561859, "lyap_volume_max": -0.17011240124702454, "frac_above_star": 0.0 }, { "step": 147, "sup_loss": 0.5944602538853454, "rf_loss": 0.0, "total_loss": 0.5944602538853454, "lyap1_mean": -0.1316259652376175, "lyap1_max": -0.01145322248339653, "lyap_volume_mean": -0.17566657066345215, "lyap_volume_max": -0.15380871295928955, "frac_above_star": 0.0 }, { "step": 148, "sup_loss": 0.7298025893927771, "rf_loss": 0.0, "total_loss": 0.7298025893927771, "lyap1_mean": -0.18048952519893646, "lyap1_max": -0.08557864278554916, "lyap_volume_mean": -0.21348462998867035, "lyap_volume_max": -0.1297069489955902, "frac_above_star": 0.0 }, { "step": 149, "sup_loss": 0.4632524081102944, "rf_loss": 0.0, "total_loss": 0.4632524081102944, "lyap1_mean": -0.18645501136779785, "lyap1_max": -0.06659930944442749, "lyap_volume_mean": -0.2024593949317932, "lyap_volume_max": -0.07732301950454712, "frac_above_star": 0.0 }, { "step": 150, "sup_loss": 0.5403447755470981, "rf_loss": 0.0, "total_loss": 0.5403447755470981, "lyap1_mean": -0.2218700647354126, "lyap1_max": -0.1185084879398346, "lyap_volume_mean": -0.2285946011543274, "lyap_volume_max": -0.13768106698989868, "frac_above_star": 0.0 }, { "step": 151, "sup_loss": 0.5442653850393993, "rf_loss": 0.0, "total_loss": 0.5442653850393993, "lyap1_mean": -0.16571876406669617, "lyap1_max": -0.08626028150320053, "lyap_volume_mean": -0.204302579164505, "lyap_volume_max": -0.14971867203712463, "frac_above_star": 0.0 }, { "step": 152, "sup_loss": 0.6258829855524396, "rf_loss": 0.0, "total_loss": 0.6258829855524396, "lyap1_mean": -0.2010633498430252, "lyap1_max": -0.13325458765029907, "lyap_volume_mean": -0.20474371314048767, "lyap_volume_max": -0.13483849167823792, "frac_above_star": 0.0 }, { "step": 153, "sup_loss": 0.671464731540953, "rf_loss": 0.0, "total_loss": 0.671464731540953, "lyap1_mean": -0.15284648537635803, "lyap1_max": -0.06996455043554306, "lyap_volume_mean": -0.1835031509399414, "lyap_volume_max": -0.11548393219709396, "frac_above_star": 0.0 }, { "step": 154, "sup_loss": 0.6305347975700465, "rf_loss": 0.0, "total_loss": 0.6305347975700465, "lyap1_mean": -0.16815495491027832, "lyap1_max": -0.087786003947258, "lyap_volume_mean": -0.18832027912139893, "lyap_volume_max": -0.12893465161323547, "frac_above_star": 0.0 }, { "step": 155, "sup_loss": 0.5398248143930705, "rf_loss": 0.0, "total_loss": 0.5398248143930705, "lyap1_mean": -0.1947655975818634, "lyap1_max": -0.06774590164422989, "lyap_volume_mean": -0.2126375436782837, "lyap_volume_max": -0.13061684370040894, "frac_above_star": 0.0 }, { "step": 156, "sup_loss": 0.7395230246189558, "rf_loss": 0.0, "total_loss": 0.7395230246189558, "lyap1_mean": -0.16819584369659424, "lyap1_max": -0.11043602228164673, "lyap_volume_mean": -0.19597813487052917, "lyap_volume_max": -0.12929721176624298, "frac_above_star": 0.0 }, { "step": 157, "sup_loss": 0.738767091654096, "rf_loss": 0.0, "total_loss": 0.738767091654096, "lyap1_mean": -0.18006578087806702, "lyap1_max": -0.06068603694438934, "lyap_volume_mean": -0.20293013751506805, "lyap_volume_max": -0.14656570553779602, "frac_above_star": 0.0 }, { "step": 158, "sup_loss": 0.8575240429817131, "rf_loss": 0.0, "total_loss": 0.8575240429817131, "lyap1_mean": -0.14760100841522217, "lyap1_max": -0.04614833742380142, "lyap_volume_mean": -0.17922577261924744, "lyap_volume_max": -0.138845294713974, "frac_above_star": 0.0 }, { "step": 159, "sup_loss": 0.6685345719764041, "rf_loss": 0.0, "total_loss": 0.6685345719764041, "lyap1_mean": -0.17466473579406738, "lyap1_max": -0.06495682895183563, "lyap_volume_mean": -0.20133128762245178, "lyap_volume_max": -0.13531728088855743, "frac_above_star": 0.0 }, { "step": 160, "sup_loss": 0.8002644888398988, "rf_loss": 0.0, "total_loss": 0.8002644888398988, "lyap1_mean": -0.1481110155582428, "lyap1_max": -0.05434219166636467, "lyap_volume_mean": -0.16988778114318848, "lyap_volume_max": -0.12344340234994888, "frac_above_star": 0.0 }, { "step": 161, "sup_loss": 0.4180474040800769, "rf_loss": 0.0, "total_loss": 0.4180474040800769, "lyap1_mean": -0.20251184701919556, "lyap1_max": -0.12926986813545227, "lyap_volume_mean": -0.2233060747385025, "lyap_volume_max": -0.1447726935148239, "frac_above_star": 0.0 }, { "step": 162, "sup_loss": 0.5235968486131031, "rf_loss": 0.0, "total_loss": 0.5235968486131031, "lyap1_mean": -0.2208465188741684, "lyap1_max": -0.10381069034337997, "lyap_volume_mean": -0.2312050461769104, "lyap_volume_max": -0.11373396217823029, "frac_above_star": 0.0 }, { "step": 163, "sup_loss": 0.6602092026748796, "rf_loss": 0.0, "total_loss": 0.6602092026748796, "lyap1_mean": -0.18619683384895325, "lyap1_max": -0.11596362292766571, "lyap_volume_mean": -0.19496171176433563, "lyap_volume_max": -0.1580704003572464, "frac_above_star": 0.0 }, { "step": 164, "sup_loss": 0.5758768716122202, "rf_loss": 0.0, "total_loss": 0.5758768716122202, "lyap1_mean": -0.18847395479679108, "lyap1_max": -0.08954893052577972, "lyap_volume_mean": -0.21414931118488312, "lyap_volume_max": -0.14056050777435303, "frac_above_star": 0.0 }, { "step": 165, "sup_loss": 0.5799853752036139, "rf_loss": 0.0, "total_loss": 0.5799853752036139, "lyap1_mean": -0.18802133202552795, "lyap1_max": -0.10603387653827667, "lyap_volume_mean": -0.2064393013715744, "lyap_volume_max": -0.1078406274318695, "frac_above_star": 0.0 }, { "step": 166, "sup_loss": 0.7036814578720927, "rf_loss": 0.0, "total_loss": 0.7036814578720927, "lyap1_mean": -0.1493282914161682, "lyap1_max": -0.010990898124873638, "lyap_volume_mean": -0.1987220048904419, "lyap_volume_max": -0.13256271183490753, "frac_above_star": 0.0 }, { "step": 167, "sup_loss": 0.8348234875211282, "rf_loss": 0.0, "total_loss": 0.8348234875211282, "lyap1_mean": -0.1474689543247223, "lyap1_max": 0.02617374062538147, "lyap_volume_mean": -0.17592373490333557, "lyap_volume_max": -0.10414627194404602, "frac_above_star": 0.125 }, { "step": 168, "sup_loss": 0.6726474175536582, "rf_loss": 0.0, "total_loss": 0.6726474175536582, "lyap1_mean": -0.19237194955348969, "lyap1_max": -0.11650633811950684, "lyap_volume_mean": -0.2052941620349884, "lyap_volume_max": -0.12781335413455963, "frac_above_star": 0.0 }, { "step": 169, "sup_loss": 0.5877605198836519, "rf_loss": 0.0, "total_loss": 0.5877605198836519, "lyap1_mean": -0.1753002107143402, "lyap1_max": -0.06712711602449417, "lyap_volume_mean": -0.2084694504737854, "lyap_volume_max": -0.12313871085643768, "frac_above_star": 0.0 }, { "step": 170, "sup_loss": 0.5229712802666571, "rf_loss": 0.0, "total_loss": 0.5229712802666571, "lyap1_mean": -0.20964589715003967, "lyap1_max": -0.10714765638113022, "lyap_volume_mean": -0.231123149394989, "lyap_volume_max": -0.14464128017425537, "frac_above_star": 0.0 }, { "step": 171, "sup_loss": 0.8201978288313032, "rf_loss": 0.0, "total_loss": 0.8201978288313032, "lyap1_mean": -0.15259608626365662, "lyap1_max": -0.101438507437706, "lyap_volume_mean": -0.17512647807598114, "lyap_volume_max": -0.1430152952671051, "frac_above_star": 0.0 }, { "step": 172, "sup_loss": 0.5718624192689366, "rf_loss": 0.0, "total_loss": 0.5718624192689366, "lyap1_mean": -0.19111864268779755, "lyap1_max": -0.11636858433485031, "lyap_volume_mean": -0.20848321914672852, "lyap_volume_max": -0.14148125052452087, "frac_above_star": 0.0 }, { "step": 173, "sup_loss": 0.502776279596159, "rf_loss": 0.0, "total_loss": 0.502776279596159, "lyap1_mean": -0.18262508511543274, "lyap1_max": -0.051512714475393295, "lyap_volume_mean": -0.20715419948101044, "lyap_volume_max": -0.13209207355976105, "frac_above_star": 0.0 }, { "step": 174, "sup_loss": 0.8117431684020502, "rf_loss": 0.0, "total_loss": 0.8117431684020502, "lyap1_mean": -0.18093973398208618, "lyap1_max": -0.06721871346235275, "lyap_volume_mean": -0.20109592378139496, "lyap_volume_max": -0.13798490166664124, "frac_above_star": 0.0 }, { "step": 175, "sup_loss": 0.58944168821924, "rf_loss": 0.0, "total_loss": 0.58944168821924, "lyap1_mean": -0.19286733865737915, "lyap1_max": -0.1104506254196167, "lyap_volume_mean": -0.20514324307441711, "lyap_volume_max": -0.13762167096138, "frac_above_star": 0.0 }, { "step": 176, "sup_loss": 0.6391184256961878, "rf_loss": 0.0, "total_loss": 0.6391184256961878, "lyap1_mean": -0.16971264779567719, "lyap1_max": -0.10828372091054916, "lyap_volume_mean": -0.19391600787639618, "lyap_volume_max": -0.12653693556785583, "frac_above_star": 0.0 }, { "step": 177, "sup_loss": 0.5852581271403516, "rf_loss": 0.0, "total_loss": 0.5852581271403516, "lyap1_mean": -0.17658686637878418, "lyap1_max": -0.12699444591999054, "lyap_volume_mean": -0.1942381113767624, "lyap_volume_max": -0.13894471526145935, "frac_above_star": 0.0 }, { "step": 178, "sup_loss": 0.6309276517225056, "rf_loss": 0.0, "total_loss": 0.6309276517225056, "lyap1_mean": -0.14608803391456604, "lyap1_max": -0.041834499686956406, "lyap_volume_mean": -0.18437573313713074, "lyap_volume_max": -0.1301964819431305, "frac_above_star": 0.0 }, { "step": 179, "sup_loss": 0.5633010555356451, "rf_loss": 0.0, "total_loss": 0.5633010555356451, "lyap1_mean": -0.1870383322238922, "lyap1_max": -0.15122181177139282, "lyap_volume_mean": -0.19877421855926514, "lyap_volume_max": -0.1588064283132553, "frac_above_star": 0.0 }, { "step": 180, "sup_loss": 0.5691347911883793, "rf_loss": 0.0, "total_loss": 0.5691347911883793, "lyap1_mean": -0.17624248564243317, "lyap1_max": 0.003947494085878134, "lyap_volume_mean": -0.20532512664794922, "lyap_volume_max": -0.11811929941177368, "frac_above_star": 0.125 }, { "step": 181, "sup_loss": 0.4829917690734748, "rf_loss": 0.0, "total_loss": 0.4829917690734748, "lyap1_mean": -0.19460462033748627, "lyap1_max": -0.06690061092376709, "lyap_volume_mean": -0.21903517842292786, "lyap_volume_max": -0.1492660641670227, "frac_above_star": 0.0 }, { "step": 182, "sup_loss": 0.6412267174391957, "rf_loss": 0.0, "total_loss": 0.6412267174391957, "lyap1_mean": -0.17892245948314667, "lyap1_max": -0.13371357321739197, "lyap_volume_mean": -0.20054659247398376, "lyap_volume_max": -0.15589284896850586, "frac_above_star": 0.0 }, { "step": 183, "sup_loss": 0.6164896138567847, "rf_loss": 0.0, "total_loss": 0.6164896138567847, "lyap1_mean": -0.17601677775382996, "lyap1_max": -0.11610117554664612, "lyap_volume_mean": -0.20541423559188843, "lyap_volume_max": -0.15403835475444794, "frac_above_star": 0.0 }, { "step": 184, "sup_loss": 0.41389492574762177, "rf_loss": 0.0, "total_loss": 0.41389492574762177, "lyap1_mean": -0.18951570987701416, "lyap1_max": -0.08446105569601059, "lyap_volume_mean": -0.20943725109100342, "lyap_volume_max": -0.11950372159481049, "frac_above_star": 0.0 }, { "step": 185, "sup_loss": 0.4731206406470896, "rf_loss": 0.0, "total_loss": 0.4731206406470896, "lyap1_mean": -0.265067994594574, "lyap1_max": -0.1718045473098755, "lyap_volume_mean": -0.2691970765590668, "lyap_volume_max": -0.18515422940254211, "frac_above_star": 0.0 }, { "step": 186, "sup_loss": 0.5560985183667789, "rf_loss": 0.0, "total_loss": 0.5560985183667789, "lyap1_mean": -0.1977958083152771, "lyap1_max": -0.05192537233233452, "lyap_volume_mean": -0.222209170460701, "lyap_volume_max": -0.1295914351940155, "frac_above_star": 0.0 }, { "step": 187, "sup_loss": 0.5830036646225749, "rf_loss": 0.0, "total_loss": 0.5830036646225749, "lyap1_mean": -0.20240166783332825, "lyap1_max": -0.12491877377033234, "lyap_volume_mean": -0.21934552490711212, "lyap_volume_max": -0.14017874002456665, "frac_above_star": 0.0 }, { "step": 188, "sup_loss": 0.7377189564730292, "rf_loss": 0.0, "total_loss": 0.7377189564730292, "lyap1_mean": -0.17385026812553406, "lyap1_max": -0.08561112731695175, "lyap_volume_mean": -0.19814926385879517, "lyap_volume_max": -0.15395955741405487, "frac_above_star": 0.0 }, { "step": 189, "sup_loss": 0.8104280964163841, "rf_loss": 0.0, "total_loss": 0.8104280964163841, "lyap1_mean": -0.16914305090904236, "lyap1_max": -0.09397782385349274, "lyap_volume_mean": -0.19156739115715027, "lyap_volume_max": -0.15946149826049805, "frac_above_star": 0.0 }, { "step": 190, "sup_loss": 0.589909522692213, "rf_loss": 0.0, "total_loss": 0.589909522692213, "lyap1_mean": -0.1530154049396515, "lyap1_max": -0.07943333685398102, "lyap_volume_mean": -0.1895637810230255, "lyap_volume_max": -0.15341496467590332, "frac_above_star": 0.0 }, { "step": 191, "sup_loss": 0.713574199969779, "rf_loss": 0.0, "total_loss": 0.713574199969779, "lyap1_mean": -0.18128125369548798, "lyap1_max": -0.04153752326965332, "lyap_volume_mean": -0.20084638893604279, "lyap_volume_max": -0.1468547284603119, "frac_above_star": 0.0 }, { "step": 192, "sup_loss": 0.6203561533811728, "rf_loss": 0.0, "total_loss": 0.6203561533811728, "lyap1_mean": -0.15096276998519897, "lyap1_max": -0.08009284734725952, "lyap_volume_mean": -0.18828821182250977, "lyap_volume_max": -0.13374415040016174, "frac_above_star": 0.0 }, { "step": 193, "sup_loss": 0.436606487137293, "rf_loss": 0.0, "total_loss": 0.436606487137293, "lyap1_mean": -0.2158319056034088, "lyap1_max": -0.11626084893941879, "lyap_volume_mean": -0.2271723449230194, "lyap_volume_max": -0.15319278836250305, "frac_above_star": 0.0 }, { "step": 194, "sup_loss": 0.840210204766335, "rf_loss": 0.0, "total_loss": 0.840210204766335, "lyap1_mean": -0.1607998162508011, "lyap1_max": -0.1134968250989914, "lyap_volume_mean": -0.17360346019268036, "lyap_volume_max": -0.13056696951389313, "frac_above_star": 0.0 }, { "step": 195, "sup_loss": 0.543541510468853, "rf_loss": 0.0, "total_loss": 0.543541510468853, "lyap1_mean": -0.19078762829303741, "lyap1_max": -0.10609370470046997, "lyap_volume_mean": -0.22232435643672943, "lyap_volume_max": -0.14675280451774597, "frac_above_star": 0.0 }, { "step": 196, "sup_loss": 0.7448058723918982, "rf_loss": 0.0, "total_loss": 0.7448058723918982, "lyap1_mean": -0.1415146142244339, "lyap1_max": -0.11102839559316635, "lyap_volume_mean": -0.16812017560005188, "lyap_volume_max": -0.14101441204547882, "frac_above_star": 0.0 }, { "step": 197, "sup_loss": 0.5270036135522089, "rf_loss": 0.0, "total_loss": 0.5270036135522089, "lyap1_mean": -0.1989380121231079, "lyap1_max": -0.07702253758907318, "lyap_volume_mean": -0.22535589337348938, "lyap_volume_max": -0.15121237933635712, "frac_above_star": 0.0 }, { "step": 198, "sup_loss": 0.6487735138240387, "rf_loss": 0.0, "total_loss": 0.6487735138240387, "lyap1_mean": -0.19304391741752625, "lyap1_max": -0.1531563103199005, "lyap_volume_mean": -0.21382761001586914, "lyap_volume_max": -0.1643107533454895, "frac_above_star": 0.0 }, { "step": 199, "sup_loss": 0.5630180618167651, "rf_loss": 0.0, "total_loss": 0.5630180618167651, "lyap1_mean": -0.16739247739315033, "lyap1_max": -0.07858569920063019, "lyap_volume_mean": -0.19327346980571747, "lyap_volume_max": -0.09479852020740509, "frac_above_star": 0.0 }, { "step": 200, "sup_loss": 0.7407884179866082, "rf_loss": 0.0, "total_loss": 0.7407884179866082, "lyap1_mean": -0.1357189565896988, "lyap1_max": -0.07962149381637573, "lyap_volume_mean": -0.16066157817840576, "lyap_volume_max": -0.10048964619636536, "frac_above_star": 0.0 }, { "step": 201, "sup_loss": 0.5709534359243069, "rf_loss": 0.0, "total_loss": 0.5709534359243069, "lyap1_mean": -0.1643376350402832, "lyap1_max": -0.09953662753105164, "lyap_volume_mean": -0.18920688331127167, "lyap_volume_max": -0.13012179732322693, "frac_above_star": 0.0 }, { "step": 202, "sup_loss": 0.6524201484990978, "rf_loss": 0.0, "total_loss": 0.6524201484990978, "lyap1_mean": -0.1986105740070343, "lyap1_max": -0.0986403152346611, "lyap_volume_mean": -0.20778943598270416, "lyap_volume_max": -0.16208219528198242, "frac_above_star": 0.0 }, { "step": 203, "sup_loss": 0.5800510456828932, "rf_loss": 0.0, "total_loss": 0.5800510456828932, "lyap1_mean": -0.1559360921382904, "lyap1_max": -0.016219034790992737, "lyap_volume_mean": -0.19711396098136902, "lyap_volume_max": -0.1231047511100769, "frac_above_star": 0.0 }, { "step": 204, "sup_loss": 0.7477761944761993, "rf_loss": 0.0, "total_loss": 0.7477761944761993, "lyap1_mean": -0.18590125441551208, "lyap1_max": -0.16275542974472046, "lyap_volume_mean": -0.19474709033966064, "lyap_volume_max": -0.17415165901184082, "frac_above_star": 0.0 }, { "step": 205, "sup_loss": 0.6441122720394006, "rf_loss": 0.0, "total_loss": 0.6441122720394006, "lyap1_mean": -0.1715799868106842, "lyap1_max": -0.08460351079702377, "lyap_volume_mean": -0.19404089450836182, "lyap_volume_max": -0.12453725934028625, "frac_above_star": 0.0 }, { "step": 206, "sup_loss": 0.6352113047895721, "rf_loss": 0.0, "total_loss": 0.6352113047895721, "lyap1_mean": -0.179021418094635, "lyap1_max": -0.11093051731586456, "lyap_volume_mean": -0.2017606496810913, "lyap_volume_max": -0.1441463679075241, "frac_above_star": 0.0 }, { "step": 207, "sup_loss": 0.8373679919365021, "rf_loss": 0.0, "total_loss": 0.8373679919365021, "lyap1_mean": -0.16046498715877533, "lyap1_max": -0.12157823145389557, "lyap_volume_mean": -0.17959558963775635, "lyap_volume_max": -0.13434547185897827, "frac_above_star": 0.0 }, { "step": 208, "sup_loss": 0.6396710842921016, "rf_loss": 0.0, "total_loss": 0.6396710842921016, "lyap1_mean": -0.18790745735168457, "lyap1_max": -0.09547459334135056, "lyap_volume_mean": -0.2078304886817932, "lyap_volume_max": -0.10833781957626343, "frac_above_star": 0.0 }, { "step": 209, "sup_loss": 0.5957643642596191, "rf_loss": 0.0, "total_loss": 0.5957643642596191, "lyap1_mean": -0.1754532903432846, "lyap1_max": -0.11598668992519379, "lyap_volume_mean": -0.18392762541770935, "lyap_volume_max": -0.12008396536111832, "frac_above_star": 0.0 }, { "step": 210, "sup_loss": 0.6542315640904793, "rf_loss": 0.0, "total_loss": 0.6542315640904793, "lyap1_mean": -0.1813138723373413, "lyap1_max": -0.11463120579719543, "lyap_volume_mean": -0.2025097757577896, "lyap_volume_max": -0.14825068414211273, "frac_above_star": 0.0 }, { "step": 211, "sup_loss": 0.4935970614235816, "rf_loss": 0.0, "total_loss": 0.4935970614235816, "lyap1_mean": -0.15683484077453613, "lyap1_max": -0.04057978093624115, "lyap_volume_mean": -0.1744104027748108, "lyap_volume_max": -0.09673908352851868, "frac_above_star": 0.0 }, { "step": 212, "sup_loss": 0.8385516365386986, "rf_loss": 0.0, "total_loss": 0.8385516365386986, "lyap1_mean": -0.14944200217723846, "lyap1_max": -0.08718188852071762, "lyap_volume_mean": -0.17684265971183777, "lyap_volume_max": -0.14440104365348816, "frac_above_star": 0.0 }, { "step": 213, "sup_loss": 0.6156462807385623, "rf_loss": 0.0, "total_loss": 0.6156462807385623, "lyap1_mean": -0.14808149635791779, "lyap1_max": -0.06822338700294495, "lyap_volume_mean": -0.1669275015592575, "lyap_volume_max": -0.1154709905385971, "frac_above_star": 0.0 }, { "step": 214, "sup_loss": 0.8246239601449197, "rf_loss": 0.0, "total_loss": 0.8246239601449197, "lyap1_mean": -0.16344015300273895, "lyap1_max": -0.09558188915252686, "lyap_volume_mean": -0.17957021296024323, "lyap_volume_max": -0.12317484617233276, "frac_above_star": 0.0 }, { "step": 215, "sup_loss": 0.5406092987211171, "rf_loss": 0.0, "total_loss": 0.5406092987211171, "lyap1_mean": -0.2147597372531891, "lyap1_max": -0.10260723531246185, "lyap_volume_mean": -0.23386558890342712, "lyap_volume_max": -0.16659407317638397, "frac_above_star": 0.0 }, { "step": 216, "sup_loss": 0.5435559889699192, "rf_loss": 0.0, "total_loss": 0.5435559889699192, "lyap1_mean": -0.20601144433021545, "lyap1_max": -0.1207319051027298, "lyap_volume_mean": -0.22151406109333038, "lyap_volume_max": -0.16090898215770721, "frac_above_star": 0.0 }, { "step": 217, "sup_loss": 0.6548543502422806, "rf_loss": 0.0, "total_loss": 0.6548543502422806, "lyap1_mean": -0.20972424745559692, "lyap1_max": -0.1081513911485672, "lyap_volume_mean": -0.2244642972946167, "lyap_volume_max": -0.13797502219676971, "frac_above_star": 0.0 }, { "step": 218, "sup_loss": 0.3487418622709044, "rf_loss": 0.0, "total_loss": 0.3487418622709044, "lyap1_mean": -0.21051642298698425, "lyap1_max": -0.1374538391828537, "lyap_volume_mean": -0.22587759792804718, "lyap_volume_max": -0.15220272541046143, "frac_above_star": 0.0 }, { "step": 219, "sup_loss": 0.6221514194353792, "rf_loss": 0.0, "total_loss": 0.6221514194353792, "lyap1_mean": -0.18255740404129028, "lyap1_max": -0.11204034090042114, "lyap_volume_mean": -0.20246998965740204, "lyap_volume_max": -0.1488381326198578, "frac_above_star": 0.0 }, { "step": 220, "sup_loss": 0.6038305128697649, "rf_loss": 0.0, "total_loss": 0.6038305128697649, "lyap1_mean": -0.18964222073554993, "lyap1_max": -0.12138393521308899, "lyap_volume_mean": -0.20221062004566193, "lyap_volume_max": -0.15914708375930786, "frac_above_star": 0.0 }, { "step": 221, "sup_loss": 0.5998675222638749, "rf_loss": 0.0, "total_loss": 0.5998675222638749, "lyap1_mean": -0.1869502067565918, "lyap1_max": -0.09450729191303253, "lyap_volume_mean": -0.20453473925590515, "lyap_volume_max": -0.12939605116844177, "frac_above_star": 0.0 }, { "step": 222, "sup_loss": 0.6806827583710191, "rf_loss": 0.0, "total_loss": 0.6806827583710191, "lyap1_mean": -0.166570246219635, "lyap1_max": -0.011205079033970833, "lyap_volume_mean": -0.20076429843902588, "lyap_volume_max": -0.15325398743152618, "frac_above_star": 0.0 }, { "step": 223, "sup_loss": 0.6673002616160697, "rf_loss": 0.0, "total_loss": 0.6673002616160697, "lyap1_mean": -0.18514809012413025, "lyap1_max": -0.10646772384643555, "lyap_volume_mean": -0.20085221529006958, "lyap_volume_max": -0.14566004276275635, "frac_above_star": 0.0 }, { "step": 224, "sup_loss": 0.4869914982372188, "rf_loss": 0.0, "total_loss": 0.4869914982372188, "lyap1_mean": -0.23222924768924713, "lyap1_max": -0.14856180548667908, "lyap_volume_mean": -0.23662585020065308, "lyap_volume_max": -0.1489892601966858, "frac_above_star": 0.0 }, { "step": 225, "sup_loss": 0.5765655988371295, "rf_loss": 0.0, "total_loss": 0.5765655988371295, "lyap1_mean": -0.18851424753665924, "lyap1_max": -0.12752413749694824, "lyap_volume_mean": -0.20516464114189148, "lyap_volume_max": -0.15284179151058197, "frac_above_star": 0.0 }, { "step": 226, "sup_loss": 0.6512679870596079, "rf_loss": 0.0, "total_loss": 0.6512679870596079, "lyap1_mean": -0.1807565838098526, "lyap1_max": -0.06706291437149048, "lyap_volume_mean": -0.20162838697433472, "lyap_volume_max": -0.14462515711784363, "frac_above_star": 0.0 }, { "step": 227, "sup_loss": 0.6898321571172282, "rf_loss": 0.0, "total_loss": 0.6898321571172282, "lyap1_mean": -0.14013773202896118, "lyap1_max": -0.054821692407131195, "lyap_volume_mean": -0.17033430933952332, "lyap_volume_max": -0.13787543773651123, "frac_above_star": 0.0 }, { "step": 228, "sup_loss": 0.7744118779579177, "rf_loss": 0.0, "total_loss": 0.7744118779579177, "lyap1_mean": -0.1732640266418457, "lyap1_max": -0.10361733287572861, "lyap_volume_mean": -0.1860622614622116, "lyap_volume_max": -0.12598349153995514, "frac_above_star": 0.0 }, { "step": 229, "sup_loss": 0.583298372181072, "rf_loss": 0.0, "total_loss": 0.583298372181072, "lyap1_mean": -0.14125408232212067, "lyap1_max": -0.07103657722473145, "lyap_volume_mean": -0.16777004301548004, "lyap_volume_max": -0.10410010814666748, "frac_above_star": 0.0 }, { "step": 230, "sup_loss": 0.5292905670531166, "rf_loss": 0.0, "total_loss": 0.5292905670531166, "lyap1_mean": -0.2056613713502884, "lyap1_max": -0.06901998072862625, "lyap_volume_mean": -0.23073020577430725, "lyap_volume_max": -0.11626631766557693, "frac_above_star": 0.0 }, { "step": 231, "sup_loss": 0.5410420816593542, "rf_loss": 0.0, "total_loss": 0.5410420816593542, "lyap1_mean": -0.2287154495716095, "lyap1_max": -0.1369103044271469, "lyap_volume_mean": -0.23567120730876923, "lyap_volume_max": -0.1490148901939392, "frac_above_star": 0.0 }, { "step": 232, "sup_loss": 0.46108342224337323, "rf_loss": 0.0, "total_loss": 0.46108342224337323, "lyap1_mean": -0.19551146030426025, "lyap1_max": -0.10034294426441193, "lyap_volume_mean": -0.21346640586853027, "lyap_volume_max": -0.1378077268600464, "frac_above_star": 0.0 }, { "step": 233, "sup_loss": 0.5952322174926097, "rf_loss": 0.0, "total_loss": 0.5952322174926097, "lyap1_mean": -0.146269753575325, "lyap1_max": -0.07324963808059692, "lyap_volume_mean": -0.19362732768058777, "lyap_volume_max": -0.14606845378875732, "frac_above_star": 0.0 }, { "step": 234, "sup_loss": 0.7564755498764197, "rf_loss": 0.0, "total_loss": 0.7564755498764197, "lyap1_mean": -0.1546161025762558, "lyap1_max": -0.08922596275806427, "lyap_volume_mean": -0.17555513978004456, "lyap_volume_max": -0.12422795593738556, "frac_above_star": 0.0 }, { "step": 235, "sup_loss": 0.5932647050963732, "rf_loss": 0.0, "total_loss": 0.5932647050963732, "lyap1_mean": -0.2230759859085083, "lyap1_max": -0.14277932047843933, "lyap_volume_mean": -0.229067862033844, "lyap_volume_max": -0.14616644382476807, "frac_above_star": 0.0 }, { "step": 236, "sup_loss": 0.7165060720419845, "rf_loss": 0.0, "total_loss": 0.7165060720419845, "lyap1_mean": -0.1693364679813385, "lyap1_max": -0.0996197983622551, "lyap_volume_mean": -0.19544127583503723, "lyap_volume_max": -0.1495472490787506, "frac_above_star": 0.0 }, { "step": 237, "sup_loss": 0.7844044941638115, "rf_loss": 0.0, "total_loss": 0.7844044941638115, "lyap1_mean": -0.18280819058418274, "lyap1_max": -0.11595247685909271, "lyap_volume_mean": -0.19883234798908234, "lyap_volume_max": -0.15202438831329346, "frac_above_star": 0.0 }, { "step": 238, "sup_loss": 0.6895752655962594, "rf_loss": 0.0, "total_loss": 0.6895752655962594, "lyap1_mean": -0.16368721425533295, "lyap1_max": -0.10560979694128036, "lyap_volume_mean": -0.18601179122924805, "lyap_volume_max": -0.13675978779792786, "frac_above_star": 0.0 }, { "step": 239, "sup_loss": 0.5341708559684758, "rf_loss": 0.0, "total_loss": 0.5341708559684758, "lyap1_mean": -0.19243961572647095, "lyap1_max": -0.11159348487854004, "lyap_volume_mean": -0.20984488725662231, "lyap_volume_max": -0.13968051970005035, "frac_above_star": 0.0 }, { "step": 240, "sup_loss": 0.5938663601446191, "rf_loss": 0.0, "total_loss": 0.5938663601446191, "lyap1_mean": -0.1682969629764557, "lyap1_max": -0.07428514957427979, "lyap_volume_mean": -0.20078007876873016, "lyap_volume_max": -0.1527126133441925, "frac_above_star": 0.0 }, { "step": 241, "sup_loss": 0.8550495633879751, "rf_loss": 0.0, "total_loss": 0.8550495633879751, "lyap1_mean": -0.15518268942832947, "lyap1_max": -0.05326629802584648, "lyap_volume_mean": -0.18138347566127777, "lyap_volume_max": -0.1489296406507492, "frac_above_star": 0.0 }, { "step": 242, "sup_loss": 0.5637732106660932, "rf_loss": 0.0, "total_loss": 0.5637732106660932, "lyap1_mean": -0.19962865114212036, "lyap1_max": -0.14197222888469696, "lyap_volume_mean": -0.21944770216941833, "lyap_volume_max": -0.16173504292964935, "frac_above_star": 0.0 }, { "step": 243, "sup_loss": 0.6666981207726778, "rf_loss": 0.0, "total_loss": 0.6666981207726778, "lyap1_mean": -0.18931162357330322, "lyap1_max": -0.08143849670886993, "lyap_volume_mean": -0.2080805003643036, "lyap_volume_max": -0.11569070816040039, "frac_above_star": 0.0 }, { "step": 244, "sup_loss": 0.7637702063402962, "rf_loss": 0.0, "total_loss": 0.7637702063402962, "lyap1_mean": -0.17417272925376892, "lyap1_max": -0.05990863963961601, "lyap_volume_mean": -0.19242049753665924, "lyap_volume_max": -0.10671905428171158, "frac_above_star": 0.0 }, { "step": 245, "sup_loss": 0.7738500744985106, "rf_loss": 0.0, "total_loss": 0.7738500744985106, "lyap1_mean": -0.1555631160736084, "lyap1_max": -0.07116556912660599, "lyap_volume_mean": -0.18371610343456268, "lyap_volume_max": -0.12389466911554337, "frac_above_star": 0.0 }, { "step": 246, "sup_loss": 0.6683508304576218, "rf_loss": 0.0, "total_loss": 0.6683508304576218, "lyap1_mean": -0.1715785562992096, "lyap1_max": -0.09152504801750183, "lyap_volume_mean": -0.1968802809715271, "lyap_volume_max": -0.1298070102930069, "frac_above_star": 0.0 }, { "step": 247, "sup_loss": 0.492938400879262, "rf_loss": 0.0, "total_loss": 0.492938400879262, "lyap1_mean": -0.23358199000358582, "lyap1_max": -0.12780219316482544, "lyap_volume_mean": -0.25271329283714294, "lyap_volume_max": -0.1625332087278366, "frac_above_star": 0.0 }, { "step": 248, "sup_loss": 0.5919505479320915, "rf_loss": 0.0, "total_loss": 0.5919505479320915, "lyap1_mean": -0.1817474365234375, "lyap1_max": -0.0945487767457962, "lyap_volume_mean": -0.20352545380592346, "lyap_volume_max": -0.15271547436714172, "frac_above_star": 0.0 }, { "step": 249, "sup_loss": 0.4206939900863661, "rf_loss": 0.0, "total_loss": 0.4206939900863661, "lyap1_mean": -0.21693944931030273, "lyap1_max": -0.11997845768928528, "lyap_volume_mean": -0.2341720163822174, "lyap_volume_max": -0.12987220287322998, "frac_above_star": 0.0 }, { "step": 250, "sup_loss": 0.7090413528170787, "rf_loss": 0.0, "total_loss": 0.7090413528170787, "lyap1_mean": -0.21298518776893616, "lyap1_max": -0.1155492290854454, "lyap_volume_mean": -0.22773918509483337, "lyap_volume_max": -0.14058268070220947, "frac_above_star": 0.0 }, { "step": 251, "sup_loss": 0.4909202019249634, "rf_loss": 0.0, "total_loss": 0.4909202019249634, "lyap1_mean": -0.1966397911310196, "lyap1_max": -0.13118807971477509, "lyap_volume_mean": -0.21222752332687378, "lyap_volume_max": -0.14965508878231049, "frac_above_star": 0.0 }, { "step": 252, "sup_loss": 0.6699034599829369, "rf_loss": 0.0, "total_loss": 0.6699034599829369, "lyap1_mean": -0.1708560436964035, "lyap1_max": -0.11748860776424408, "lyap_volume_mean": -0.18308532238006592, "lyap_volume_max": -0.13923263549804688, "frac_above_star": 0.0 }, { "step": 253, "sup_loss": 0.657235808041635, "rf_loss": 0.0, "total_loss": 0.657235808041635, "lyap1_mean": -0.16534322500228882, "lyap1_max": -0.12525546550750732, "lyap_volume_mean": -0.19057032465934753, "lyap_volume_max": -0.1392715871334076, "frac_above_star": 0.0 }, { "step": 254, "sup_loss": 0.602653325573475, "rf_loss": 0.0, "total_loss": 0.602653325573475, "lyap1_mean": -0.19363322854042053, "lyap1_max": -0.05592565983533859, "lyap_volume_mean": -0.2164057493209839, "lyap_volume_max": -0.10966512560844421, "frac_above_star": 0.0 }, { "step": 255, "sup_loss": 0.6508490124114256, "rf_loss": 0.0, "total_loss": 0.6508490124114256, "lyap1_mean": -0.21781213581562042, "lyap1_max": -0.11628477275371552, "lyap_volume_mean": -0.22921663522720337, "lyap_volume_max": -0.14508794248104095, "frac_above_star": 0.0 }, { "step": 256, "sup_loss": 0.41855490571458803, "rf_loss": 0.0, "total_loss": 0.41855490571458803, "lyap1_mean": -0.22544878721237183, "lyap1_max": -0.1073460802435875, "lyap_volume_mean": -0.24408017098903656, "lyap_volume_max": -0.1428239345550537, "frac_above_star": 0.0 }, { "step": 257, "sup_loss": 0.5111771124187979, "rf_loss": 0.0, "total_loss": 0.5111771124187979, "lyap1_mean": -0.20860561728477478, "lyap1_max": -0.11397822946310043, "lyap_volume_mean": -0.2218114286661148, "lyap_volume_max": -0.13430798053741455, "frac_above_star": 0.0 }, { "step": 258, "sup_loss": 0.6137869826475677, "rf_loss": 0.0, "total_loss": 0.6137869826475677, "lyap1_mean": -0.2017679065465927, "lyap1_max": -0.11438986659049988, "lyap_volume_mean": -0.21627183258533478, "lyap_volume_max": -0.14450684189796448, "frac_above_star": 0.0 }, { "step": 259, "sup_loss": 0.6221046436136831, "rf_loss": 0.0, "total_loss": 0.6221046436136831, "lyap1_mean": -0.2088605761528015, "lyap1_max": -0.13598103821277618, "lyap_volume_mean": -0.222252756357193, "lyap_volume_max": -0.1648455113172531, "frac_above_star": 0.0 }, { "step": 260, "sup_loss": 0.7041900393351684, "rf_loss": 0.0, "total_loss": 0.7041900393351684, "lyap1_mean": -0.167362242937088, "lyap1_max": -0.0779581293463707, "lyap_volume_mean": -0.1850777566432953, "lyap_volume_max": -0.12246797233819962, "frac_above_star": 0.0 }, { "step": 261, "sup_loss": 0.5617627671887567, "rf_loss": 0.0, "total_loss": 0.5617627671887567, "lyap1_mean": -0.2331097275018692, "lyap1_max": -0.06054912507534027, "lyap_volume_mean": -0.25040820240974426, "lyap_volume_max": -0.14929571747779846, "frac_above_star": 0.0 }, { "step": 262, "sup_loss": 0.6802676597989132, "rf_loss": 0.0, "total_loss": 0.6802676597989132, "lyap1_mean": -0.1590363085269928, "lyap1_max": -0.04712947458028793, "lyap_volume_mean": -0.19171862304210663, "lyap_volume_max": -0.12517699599266052, "frac_above_star": 0.0 }, { "step": 263, "sup_loss": 0.5552693657593372, "rf_loss": 0.0, "total_loss": 0.5552693657593372, "lyap1_mean": -0.21966160833835602, "lyap1_max": -0.1380491554737091, "lyap_volume_mean": -0.24126741290092468, "lyap_volume_max": -0.1665249466896057, "frac_above_star": 0.0 }, { "step": 264, "sup_loss": 0.6125371166675366, "rf_loss": 0.0, "total_loss": 0.6125371166675366, "lyap1_mean": -0.18022452294826508, "lyap1_max": -0.020447224378585815, "lyap_volume_mean": -0.20946604013442993, "lyap_volume_max": -0.11161495745182037, "frac_above_star": 0.0 }, { "step": 265, "sup_loss": 0.6977573619509417, "rf_loss": 0.0, "total_loss": 0.6977573619509417, "lyap1_mean": -0.18941524624824524, "lyap1_max": -0.042303767055273056, "lyap_volume_mean": -0.21058611571788788, "lyap_volume_max": -0.13031119108200073, "frac_above_star": 0.0 }, { "step": 266, "sup_loss": 0.629926896506096, "rf_loss": 0.0, "total_loss": 0.629926896506096, "lyap1_mean": -0.2038992941379547, "lyap1_max": -0.12430299818515778, "lyap_volume_mean": -0.2090761959552765, "lyap_volume_max": -0.1182670146226883, "frac_above_star": 0.0 }, { "step": 267, "sup_loss": 0.6110110839202356, "rf_loss": 0.0, "total_loss": 0.6110110839202356, "lyap1_mean": -0.15766385197639465, "lyap1_max": -0.09168191999197006, "lyap_volume_mean": -0.17997083067893982, "lyap_volume_max": -0.1379406899213791, "frac_above_star": 0.0 }, { "step": 268, "sup_loss": 0.6608247299934581, "rf_loss": 0.0, "total_loss": 0.6608247299934581, "lyap1_mean": -0.17611472308635712, "lyap1_max": -0.08674284815788269, "lyap_volume_mean": -0.20214059948921204, "lyap_volume_max": -0.14711157977581024, "frac_above_star": 0.0 }, { "step": 269, "sup_loss": 0.5611018408412732, "rf_loss": 0.0, "total_loss": 0.5611018408412732, "lyap1_mean": -0.20404307544231415, "lyap1_max": -0.13273176550865173, "lyap_volume_mean": -0.21139445900917053, "lyap_volume_max": -0.15101617574691772, "frac_above_star": 0.0 }, { "step": 270, "sup_loss": 0.6631158494748834, "rf_loss": 0.0, "total_loss": 0.6631158494748834, "lyap1_mean": -0.18110215663909912, "lyap1_max": -0.06537190079689026, "lyap_volume_mean": -0.20503446459770203, "lyap_volume_max": -0.12829282879829407, "frac_above_star": 0.0 }, { "step": 271, "sup_loss": 0.5015248083069039, "rf_loss": 0.0, "total_loss": 0.5015248083069039, "lyap1_mean": -0.19490736722946167, "lyap1_max": -0.05267058312892914, "lyap_volume_mean": -0.216373473405838, "lyap_volume_max": -0.12836486101150513, "frac_above_star": 0.0 }, { "step": 272, "sup_loss": 0.6955191732347046, "rf_loss": 0.0, "total_loss": 0.6955191732347046, "lyap1_mean": -0.17647236585617065, "lyap1_max": -0.09575490653514862, "lyap_volume_mean": -0.18421629071235657, "lyap_volume_max": -0.1340840607881546, "frac_above_star": 0.0 }, { "step": 273, "sup_loss": 0.5185021330670614, "rf_loss": 0.0, "total_loss": 0.5185021330670614, "lyap1_mean": -0.21018430590629578, "lyap1_max": -0.13811708986759186, "lyap_volume_mean": -0.22812485694885254, "lyap_volume_max": -0.15879395604133606, "frac_above_star": 0.0 }, { "step": 274, "sup_loss": 0.6991071624925784, "rf_loss": 0.0, "total_loss": 0.6991071624925784, "lyap1_mean": -0.18391373753547668, "lyap1_max": -0.07493894547224045, "lyap_volume_mean": -0.20291107892990112, "lyap_volume_max": -0.15011008083820343, "frac_above_star": 0.0 }, { "step": 275, "sup_loss": 0.7346937609100924, "rf_loss": 0.0, "total_loss": 0.7346937609100924, "lyap1_mean": -0.1766381859779358, "lyap1_max": -0.0899958610534668, "lyap_volume_mean": -0.18790334463119507, "lyap_volume_max": -0.0995115265250206, "frac_above_star": 0.0 }, { "step": 276, "sup_loss": 0.4841143228455582, "rf_loss": 0.0, "total_loss": 0.4841143228455582, "lyap1_mean": -0.1772112101316452, "lyap1_max": -0.09229688346385956, "lyap_volume_mean": -0.20620277523994446, "lyap_volume_max": -0.13133756816387177, "frac_above_star": 0.0 }, { "step": 277, "sup_loss": 0.514683059680645, "rf_loss": 0.0, "total_loss": 0.514683059680645, "lyap1_mean": -0.19306254386901855, "lyap1_max": -0.09915909171104431, "lyap_volume_mean": -0.21178458631038666, "lyap_volume_max": -0.14801836013793945, "frac_above_star": 0.0 }, { "step": 278, "sup_loss": 0.6113213372229962, "rf_loss": 0.0, "total_loss": 0.6113213372229962, "lyap1_mean": -0.19407980144023895, "lyap1_max": -0.09035848081111908, "lyap_volume_mean": -0.2190769463777542, "lyap_volume_max": -0.15138506889343262, "frac_above_star": 0.0 }, { "step": 279, "sup_loss": 0.7310617015932154, "rf_loss": 0.0, "total_loss": 0.7310617015932154, "lyap1_mean": -0.18131065368652344, "lyap1_max": -0.12053422629833221, "lyap_volume_mean": -0.20998382568359375, "lyap_volume_max": -0.16334521770477295, "frac_above_star": 0.0 }, { "step": 280, "sup_loss": 0.7746092280313491, "rf_loss": 0.0, "total_loss": 0.7746092280313491, "lyap1_mean": -0.2114611268043518, "lyap1_max": -0.15668287873268127, "lyap_volume_mean": -0.2267087697982788, "lyap_volume_max": -0.17451341450214386, "frac_above_star": 0.0 }, { "step": 281, "sup_loss": 0.6391450410488619, "rf_loss": 0.0, "total_loss": 0.6391450410488619, "lyap1_mean": -0.1724567860364914, "lyap1_max": -0.0872516930103302, "lyap_volume_mean": -0.1958063691854477, "lyap_volume_max": -0.12683694064617157, "frac_above_star": 0.0 }, { "step": 282, "sup_loss": 0.4883062049205388, "rf_loss": 0.0, "total_loss": 0.4883062049205388, "lyap1_mean": -0.20087389647960663, "lyap1_max": -0.10897105187177658, "lyap_volume_mean": -0.22676721215248108, "lyap_volume_max": -0.13943907618522644, "frac_above_star": 0.0 }, { "step": 283, "sup_loss": 0.6633761067650445, "rf_loss": 0.0, "total_loss": 0.6633761067650445, "lyap1_mean": -0.1589623987674713, "lyap1_max": -0.04914761707186699, "lyap_volume_mean": -0.18919380009174347, "lyap_volume_max": -0.11410514265298843, "frac_above_star": 0.0 }, { "step": 284, "sup_loss": 0.8248482344622804, "rf_loss": 0.0, "total_loss": 0.8248482344622804, "lyap1_mean": -0.15719270706176758, "lyap1_max": -0.11875608563423157, "lyap_volume_mean": -0.19060121476650238, "lyap_volume_max": -0.14454469084739685, "frac_above_star": 0.0 }, { "step": 285, "sup_loss": 0.5310546380479094, "rf_loss": 0.0, "total_loss": 0.5310546380479094, "lyap1_mean": -0.19714920222759247, "lyap1_max": -0.09572678059339523, "lyap_volume_mean": -0.23205360770225525, "lyap_volume_max": -0.16779154539108276, "frac_above_star": 0.0 }, { "step": 286, "sup_loss": 0.45975423738035154, "rf_loss": 0.0, "total_loss": 0.45975423738035154, "lyap1_mean": -0.19278308749198914, "lyap1_max": -0.076310895383358, "lyap_volume_mean": -0.22123834490776062, "lyap_volume_max": -0.12930989265441895, "frac_above_star": 0.0 }, { "step": 287, "sup_loss": 0.7745860334520054, "rf_loss": 0.0, "total_loss": 0.7745860334520054, "lyap1_mean": -0.1499539166688919, "lyap1_max": -0.03521399945020676, "lyap_volume_mean": -0.17595186829566956, "lyap_volume_max": -0.13619759678840637, "frac_above_star": 0.0 }, { "step": 288, "sup_loss": 0.702949758318998, "rf_loss": 0.0, "total_loss": 0.702949758318998, "lyap1_mean": -0.16557317972183228, "lyap1_max": -0.0344855859875679, "lyap_volume_mean": -0.1960410475730896, "lyap_volume_max": -0.1105702668428421, "frac_above_star": 0.0 }, { "step": 289, "sup_loss": 0.7413126259556784, "rf_loss": 0.0, "total_loss": 0.7413126259556784, "lyap1_mean": -0.1856239140033722, "lyap1_max": -0.13787409663200378, "lyap_volume_mean": -0.2004157304763794, "lyap_volume_max": -0.15452885627746582, "frac_above_star": 0.0 }, { "step": 290, "sup_loss": 0.6296054122251219, "rf_loss": 0.0, "total_loss": 0.6296054122251219, "lyap1_mean": -0.18102476000785828, "lyap1_max": -0.06836121529340744, "lyap_volume_mean": -0.20213982462882996, "lyap_volume_max": -0.13970832526683807, "frac_above_star": 0.0 }, { "step": 291, "sup_loss": 0.6426266638317302, "rf_loss": 0.0, "total_loss": 0.6426266638317302, "lyap1_mean": -0.171565979719162, "lyap1_max": -0.11322325468063354, "lyap_volume_mean": -0.1886254847049713, "lyap_volume_max": -0.15315592288970947, "frac_above_star": 0.0 }, { "step": 292, "sup_loss": 0.5972100394724343, "rf_loss": 0.0, "total_loss": 0.5972100394724343, "lyap1_mean": -0.1864202469587326, "lyap1_max": -0.09807723015546799, "lyap_volume_mean": -0.21444670855998993, "lyap_volume_max": -0.16422788798809052, "frac_above_star": 0.0 }, { "step": 293, "sup_loss": 0.41997076802963595, "rf_loss": 0.0, "total_loss": 0.41997076802963595, "lyap1_mean": -0.2078421413898468, "lyap1_max": -0.1099548190832138, "lyap_volume_mean": -0.21996848285198212, "lyap_volume_max": -0.13638103008270264, "frac_above_star": 0.0 }, { "step": 294, "sup_loss": 0.6018969742478387, "rf_loss": 0.0, "total_loss": 0.6018969742478387, "lyap1_mean": -0.20133228600025177, "lyap1_max": -0.1190444752573967, "lyap_volume_mean": -0.21221846342086792, "lyap_volume_max": -0.14234814047813416, "frac_above_star": 0.0 }, { "step": 295, "sup_loss": 0.29756986071053454, "rf_loss": 0.0, "total_loss": 0.29756986071053454, "lyap1_mean": -0.23301860690116882, "lyap1_max": -0.11173062026500702, "lyap_volume_mean": -0.24129432439804077, "lyap_volume_max": -0.14558376371860504, "frac_above_star": 0.0 }, { "step": 296, "sup_loss": 0.7835208535738359, "rf_loss": 0.0, "total_loss": 0.7835208535738359, "lyap1_mean": -0.15110445022583008, "lyap1_max": -0.08571251481771469, "lyap_volume_mean": -0.17539747059345245, "lyap_volume_max": -0.1370738446712494, "frac_above_star": 0.0 }, { "step": 297, "sup_loss": 0.5457592403992847, "rf_loss": 0.0, "total_loss": 0.5457592403992847, "lyap1_mean": -0.14692886173725128, "lyap1_max": -0.05769715830683708, "lyap_volume_mean": -0.18738961219787598, "lyap_volume_max": -0.12567611038684845, "frac_above_star": 0.0 }, { "step": 298, "sup_loss": 0.5412027284146362, "rf_loss": 0.0, "total_loss": 0.5412027284146362, "lyap1_mean": -0.21859145164489746, "lyap1_max": -0.12758700549602509, "lyap_volume_mean": -0.23703768849372864, "lyap_volume_max": -0.1463335007429123, "frac_above_star": 0.0 }, { "step": 299, "sup_loss": 0.38092119492422, "rf_loss": 0.0, "total_loss": 0.38092119492422, "lyap1_mean": -0.21173197031021118, "lyap1_max": -0.1409776657819748, "lyap_volume_mean": -0.22906528413295746, "lyap_volume_max": -0.15572601556777954, "frac_above_star": 0.0 }, { "step": 300, "sup_loss": 0.530066424116047, "rf_loss": 0.0, "total_loss": 0.530066424116047, "lyap1_mean": -0.2211032509803772, "lyap1_max": -0.1389826536178589, "lyap_volume_mean": -0.2367762178182602, "lyap_volume_max": -0.16588178277015686, "frac_above_star": 0.0 }, { "step": 301, "sup_loss": 0.6756538465517021, "rf_loss": 0.0, "total_loss": 0.6756538465517021, "lyap1_mean": -0.2046014666557312, "lyap1_max": -0.14047934114933014, "lyap_volume_mean": -0.2121279239654541, "lyap_volume_max": -0.14825774729251862, "frac_above_star": 0.0 }, { "step": 302, "sup_loss": 0.6621864522246474, "rf_loss": 0.0, "total_loss": 0.6621864522246474, "lyap1_mean": -0.19408507645130157, "lyap1_max": -0.1442466378211975, "lyap_volume_mean": -0.2088107466697693, "lyap_volume_max": -0.167878195643425, "frac_above_star": 0.0 }, { "step": 303, "sup_loss": 0.7355403180422173, "rf_loss": 0.0, "total_loss": 0.7355403180422173, "lyap1_mean": -0.1553332358598709, "lyap1_max": -0.12325677275657654, "lyap_volume_mean": -0.1784653514623642, "lyap_volume_max": -0.14037957787513733, "frac_above_star": 0.0 }, { "step": 304, "sup_loss": 0.6197858226862832, "rf_loss": 0.0, "total_loss": 0.6197858226862832, "lyap1_mean": -0.18341636657714844, "lyap1_max": -0.1278439164161682, "lyap_volume_mean": -0.19776175916194916, "lyap_volume_max": -0.14999312162399292, "frac_above_star": 0.0 }, { "step": 305, "sup_loss": 0.5685509497932957, "rf_loss": 0.0, "total_loss": 0.5685509497932957, "lyap1_mean": -0.18274512887001038, "lyap1_max": -0.11544770002365112, "lyap_volume_mean": -0.1989375650882721, "lyap_volume_max": -0.1516629159450531, "frac_above_star": 0.0 }, { "step": 306, "sup_loss": 0.7187549378291043, "rf_loss": 0.0, "total_loss": 0.7187549378291043, "lyap1_mean": -0.17160528898239136, "lyap1_max": -0.10220718383789062, "lyap_volume_mean": -0.19500693678855896, "lyap_volume_max": -0.14918410778045654, "frac_above_star": 0.0 }, { "step": 307, "sup_loss": 0.5572922328971389, "rf_loss": 0.0, "total_loss": 0.5572922328971389, "lyap1_mean": -0.20017224550247192, "lyap1_max": -0.12701548635959625, "lyap_volume_mean": -0.21793463826179504, "lyap_volume_max": -0.15256518125534058, "frac_above_star": 0.0 }, { "step": 308, "sup_loss": 0.44676481578828264, "rf_loss": 0.0, "total_loss": 0.44676481578828264, "lyap1_mean": -0.21744753420352936, "lyap1_max": -0.14347270131111145, "lyap_volume_mean": -0.22373758256435394, "lyap_volume_max": -0.1594676673412323, "frac_above_star": 0.0 }, { "step": 309, "sup_loss": 0.5464752560989028, "rf_loss": 0.0, "total_loss": 0.5464752560989028, "lyap1_mean": -0.18605419993400574, "lyap1_max": -0.0971662700176239, "lyap_volume_mean": -0.20273162424564362, "lyap_volume_max": -0.13111788034439087, "frac_above_star": 0.0 }, { "step": 310, "sup_loss": 0.5227452138681039, "rf_loss": 0.0, "total_loss": 0.5227452138681039, "lyap1_mean": -0.21884970366954803, "lyap1_max": -0.11018677055835724, "lyap_volume_mean": -0.23262763023376465, "lyap_volume_max": -0.1167016550898552, "frac_above_star": 0.0 }, { "step": 311, "sup_loss": 0.7112291087429542, "rf_loss": 0.0, "total_loss": 0.7112291087429542, "lyap1_mean": -0.179876446723938, "lyap1_max": -0.040113095194101334, "lyap_volume_mean": -0.20934432744979858, "lyap_volume_max": -0.12676779925823212, "frac_above_star": 0.0 }, { "step": 312, "sup_loss": 0.5328355442251603, "rf_loss": 0.0, "total_loss": 0.5328355442251603, "lyap1_mean": -0.20751455426216125, "lyap1_max": -0.058473289012908936, "lyap_volume_mean": -0.22249835729599, "lyap_volume_max": -0.1347622275352478, "frac_above_star": 0.0 }, { "step": 313, "sup_loss": 0.5049956245644883, "rf_loss": 0.0, "total_loss": 0.5049956245644883, "lyap1_mean": -0.20196956396102905, "lyap1_max": -0.06390665471553802, "lyap_volume_mean": -0.21556322276592255, "lyap_volume_max": -0.1107504591345787, "frac_above_star": 0.0 }, { "step": 314, "sup_loss": 0.8276168019816311, "rf_loss": 0.0, "total_loss": 0.8276168019816311, "lyap1_mean": -0.190653458237648, "lyap1_max": -0.135047048330307, "lyap_volume_mean": -0.20647598803043365, "lyap_volume_max": -0.14928314089775085, "frac_above_star": 0.0 }, { "step": 315, "sup_loss": 0.6333779868181042, "rf_loss": 0.0, "total_loss": 0.6333779868181042, "lyap1_mean": -0.18553218245506287, "lyap1_max": -0.11449380964040756, "lyap_volume_mean": -0.21772220730781555, "lyap_volume_max": -0.16695475578308105, "frac_above_star": 0.0 }, { "step": 316, "sup_loss": 0.5883244614712523, "rf_loss": 0.0, "total_loss": 0.5883244614712523, "lyap1_mean": -0.18824413418769836, "lyap1_max": -0.04371785745024681, "lyap_volume_mean": -0.21702826023101807, "lyap_volume_max": -0.12720665335655212, "frac_above_star": 0.0 }, { "step": 317, "sup_loss": 0.6390255204475226, "rf_loss": 0.0, "total_loss": 0.6390255204475226, "lyap1_mean": -0.18471693992614746, "lyap1_max": -0.140726238489151, "lyap_volume_mean": -0.201658695936203, "lyap_volume_max": -0.15620173513889313, "frac_above_star": 0.0 }, { "step": 318, "sup_loss": 0.5405134230238954, "rf_loss": 0.0, "total_loss": 0.5405134230238954, "lyap1_mean": -0.23414194583892822, "lyap1_max": -0.13234134018421173, "lyap_volume_mean": -0.23543649911880493, "lyap_volume_max": -0.1687539517879486, "frac_above_star": 0.0 }, { "step": 319, "sup_loss": 0.4917562461080112, "rf_loss": 0.0, "total_loss": 0.4917562461080112, "lyap1_mean": -0.231175497174263, "lyap1_max": -0.11621469259262085, "lyap_volume_mean": -0.24579942226409912, "lyap_volume_max": -0.1577233374118805, "frac_above_star": 0.0 }, { "step": 320, "sup_loss": 0.6371139540523018, "rf_loss": 0.0, "total_loss": 0.6371139540523018, "lyap1_mean": -0.17844003438949585, "lyap1_max": -0.10362029075622559, "lyap_volume_mean": -0.20053818821907043, "lyap_volume_max": -0.15082859992980957, "frac_above_star": 0.0 }, { "step": 321, "sup_loss": 0.3849283034741742, "rf_loss": 0.0, "total_loss": 0.3849283034741742, "lyap1_mean": -0.20719195902347565, "lyap1_max": -0.1360432207584381, "lyap_volume_mean": -0.21800214052200317, "lyap_volume_max": -0.1589501053094864, "frac_above_star": 0.0 }, { "step": 322, "sup_loss": 0.5333759551631325, "rf_loss": 0.0, "total_loss": 0.5333759551631325, "lyap1_mean": -0.18259494006633759, "lyap1_max": -0.1271389275789261, "lyap_volume_mean": -0.2112746238708496, "lyap_volume_max": -0.17126598954200745, "frac_above_star": 0.0 }, { "step": 323, "sup_loss": 0.8954253114934441, "rf_loss": 0.0, "total_loss": 0.8954253114934441, "lyap1_mean": -0.15878598392009735, "lyap1_max": -0.10925479978322983, "lyap_volume_mean": -0.18746626377105713, "lyap_volume_max": -0.1469651162624359, "frac_above_star": 0.0 }, { "step": 324, "sup_loss": 0.6065364619051345, "rf_loss": 0.0, "total_loss": 0.6065364619051345, "lyap1_mean": -0.19713929295539856, "lyap1_max": -0.13661405444145203, "lyap_volume_mean": -0.21176105737686157, "lyap_volume_max": -0.15934684872627258, "frac_above_star": 0.0 }, { "step": 325, "sup_loss": 0.4861997573077361, "rf_loss": 0.0, "total_loss": 0.4861997573077361, "lyap1_mean": -0.19349588453769684, "lyap1_max": -0.11267238110303879, "lyap_volume_mean": -0.2112845629453659, "lyap_volume_max": -0.1509285569190979, "frac_above_star": 0.0 }, { "step": 326, "sup_loss": 0.8381613453377554, "rf_loss": 0.0, "total_loss": 0.8381613453377554, "lyap1_mean": -0.18286490440368652, "lyap1_max": -0.056777965277433395, "lyap_volume_mean": -0.2066146284341812, "lyap_volume_max": -0.1262042224407196, "frac_above_star": 0.0 }, { "step": 327, "sup_loss": 0.6415877538995369, "rf_loss": 0.0, "total_loss": 0.6415877538995369, "lyap1_mean": -0.19545266032218933, "lyap1_max": -0.09437718242406845, "lyap_volume_mean": -0.22054064273834229, "lyap_volume_max": -0.16079752147197723, "frac_above_star": 0.0 }, { "step": 328, "sup_loss": 0.5127508329804666, "rf_loss": 0.0, "total_loss": 0.5127508329804666, "lyap1_mean": -0.1903311163187027, "lyap1_max": -0.11283193528652191, "lyap_volume_mean": -0.20703959465026855, "lyap_volume_max": -0.138136088848114, "frac_above_star": 0.0 }, { "step": 329, "sup_loss": 0.5681311660270572, "rf_loss": 0.0, "total_loss": 0.5681311660270572, "lyap1_mean": -0.19889262318611145, "lyap1_max": -0.12242025136947632, "lyap_volume_mean": -0.22083285450935364, "lyap_volume_max": -0.13590320944786072, "frac_above_star": 0.0 }, { "step": 330, "sup_loss": 0.6788030040248249, "rf_loss": 0.0, "total_loss": 0.6788030040248249, "lyap1_mean": -0.22145913541316986, "lyap1_max": -0.1341017633676529, "lyap_volume_mean": -0.23528257012367249, "lyap_volume_max": -0.15505659580230713, "frac_above_star": 0.0 }, { "step": 331, "sup_loss": 0.6892081072764895, "rf_loss": 0.0, "total_loss": 0.6892081072764895, "lyap1_mean": -0.13334806263446808, "lyap1_max": -0.0007515065371990204, "lyap_volume_mean": -0.16966760158538818, "lyap_volume_max": -0.12040635943412781, "frac_above_star": 0.0 }, { "step": 332, "sup_loss": 0.6699296630938685, "rf_loss": 0.0, "total_loss": 0.6699296630938685, "lyap1_mean": -0.19334059953689575, "lyap1_max": -0.07211241126060486, "lyap_volume_mean": -0.2059834897518158, "lyap_volume_max": -0.11706577986478806, "frac_above_star": 0.0 }, { "step": 333, "sup_loss": 0.5844139563885005, "rf_loss": 0.0, "total_loss": 0.5844139563885005, "lyap1_mean": -0.20074248313903809, "lyap1_max": -0.06649879366159439, "lyap_volume_mean": -0.2152862548828125, "lyap_volume_max": -0.11569637805223465, "frac_above_star": 0.0 }, { "step": 334, "sup_loss": 0.5189320853048356, "rf_loss": 0.0, "total_loss": 0.5189320853048356, "lyap1_mean": -0.2090618908405304, "lyap1_max": -0.03585745394229889, "lyap_volume_mean": -0.2273617386817932, "lyap_volume_max": -0.1006755381822586, "frac_above_star": 0.0 }, { "step": 335, "sup_loss": 0.5501079950248365, "rf_loss": 0.0, "total_loss": 0.5501079950248365, "lyap1_mean": -0.1839040368795395, "lyap1_max": -0.1320442110300064, "lyap_volume_mean": -0.20323437452316284, "lyap_volume_max": -0.14573965966701508, "frac_above_star": 0.0 }, { "step": 336, "sup_loss": 0.5336566010527752, "rf_loss": 0.0, "total_loss": 0.5336566010527752, "lyap1_mean": -0.19538582861423492, "lyap1_max": -0.10178270936012268, "lyap_volume_mean": -0.21156036853790283, "lyap_volume_max": -0.1552930474281311, "frac_above_star": 0.0 }, { "step": 337, "sup_loss": 0.58969929799248, "rf_loss": 0.0, "total_loss": 0.58969929799248, "lyap1_mean": -0.15221276879310608, "lyap1_max": -0.025785773992538452, "lyap_volume_mean": -0.18370360136032104, "lyap_volume_max": -0.15593221783638, "frac_above_star": 0.0 }, { "step": 338, "sup_loss": 0.378593488432099, "rf_loss": 0.0, "total_loss": 0.378593488432099, "lyap1_mean": -0.25986695289611816, "lyap1_max": -0.14569981396198273, "lyap_volume_mean": -0.2652644217014313, "lyap_volume_max": -0.15751057863235474, "frac_above_star": 0.0 }, { "step": 339, "sup_loss": 0.6503543428739612, "rf_loss": 0.0, "total_loss": 0.6503543428739612, "lyap1_mean": -0.21373344957828522, "lyap1_max": -0.14520874619483948, "lyap_volume_mean": -0.2217642217874527, "lyap_volume_max": -0.1500740349292755, "frac_above_star": 0.0 }, { "step": 340, "sup_loss": 0.6009054223857979, "rf_loss": 0.0, "total_loss": 0.6009054223857979, "lyap1_mean": -0.2144591510295868, "lyap1_max": -0.1361377090215683, "lyap_volume_mean": -0.22087745368480682, "lyap_volume_max": -0.17046882212162018, "frac_above_star": 0.0 }, { "step": 341, "sup_loss": 0.6850266244993618, "rf_loss": 0.0, "total_loss": 0.6850266244993618, "lyap1_mean": -0.22457122802734375, "lyap1_max": -0.13878637552261353, "lyap_volume_mean": -0.2387780249118805, "lyap_volume_max": -0.1647437959909439, "frac_above_star": 0.0 }, { "step": 342, "sup_loss": 0.4612345810810867, "rf_loss": 0.0, "total_loss": 0.4612345810810867, "lyap1_mean": -0.23026706278324127, "lyap1_max": -0.15743930637836456, "lyap_volume_mean": -0.23479077219963074, "lyap_volume_max": -0.1636958122253418, "frac_above_star": 0.0 }, { "step": 343, "sup_loss": 0.471107737463285, "rf_loss": 0.0, "total_loss": 0.471107737463285, "lyap1_mean": -0.21944181621074677, "lyap1_max": -0.09689842909574509, "lyap_volume_mean": -0.23801077902317047, "lyap_volume_max": -0.14059823751449585, "frac_above_star": 0.0 }, { "step": 344, "sup_loss": 0.5002734523631355, "rf_loss": 0.0, "total_loss": 0.5002734523631355, "lyap1_mean": -0.21683454513549805, "lyap1_max": -0.08597265183925629, "lyap_volume_mean": -0.24338288605213165, "lyap_volume_max": -0.164540633559227, "frac_above_star": 0.0 }, { "step": 345, "sup_loss": 0.6687423637698786, "rf_loss": 0.0, "total_loss": 0.6687423637698786, "lyap1_mean": -0.15553510189056396, "lyap1_max": -0.09028145670890808, "lyap_volume_mean": -0.1733938306570053, "lyap_volume_max": -0.10293346643447876, "frac_above_star": 0.0 }, { "step": 346, "sup_loss": 0.5555466960170721, "rf_loss": 0.0, "total_loss": 0.5555466960170721, "lyap1_mean": -0.18676124513149261, "lyap1_max": -0.07460592687129974, "lyap_volume_mean": -0.2020665407180786, "lyap_volume_max": -0.13758553564548492, "frac_above_star": 0.0 }, { "step": 347, "sup_loss": 0.7004972936469399, "rf_loss": 0.0, "total_loss": 0.7004972936469399, "lyap1_mean": -0.18650999665260315, "lyap1_max": -0.1005164310336113, "lyap_volume_mean": -0.20456083118915558, "lyap_volume_max": -0.1543254554271698, "frac_above_star": 0.0 }, { "step": 348, "sup_loss": 0.6138499800605284, "rf_loss": 0.0, "total_loss": 0.6138499800605284, "lyap1_mean": -0.20812702178955078, "lyap1_max": -0.12781639397144318, "lyap_volume_mean": -0.2179110199213028, "lyap_volume_max": -0.13230803608894348, "frac_above_star": 0.0 }, { "step": 349, "sup_loss": 0.6227795031292279, "rf_loss": 0.0, "total_loss": 0.6227795031292279, "lyap1_mean": -0.23090891540050507, "lyap1_max": -0.10571075975894928, "lyap_volume_mean": -0.24517837166786194, "lyap_volume_max": -0.15051677823066711, "frac_above_star": 0.0 }, { "step": 350, "sup_loss": 0.7782164141750662, "rf_loss": 0.0, "total_loss": 0.7782164141750662, "lyap1_mean": -0.1361493617296219, "lyap1_max": -0.06363209336996078, "lyap_volume_mean": -0.17916640639305115, "lyap_volume_max": -0.14821553230285645, "frac_above_star": 0.0 }, { "step": 351, "sup_loss": 0.5958673041652051, "rf_loss": 0.0, "total_loss": 0.5958673041652051, "lyap1_mean": -0.19850236177444458, "lyap1_max": -0.1131097599864006, "lyap_volume_mean": -0.21304763853549957, "lyap_volume_max": -0.13167428970336914, "frac_above_star": 0.0 }, { "step": 352, "sup_loss": 0.6575533632592313, "rf_loss": 0.0, "total_loss": 0.6575533632592313, "lyap1_mean": -0.20174148678779602, "lyap1_max": -0.13334780931472778, "lyap_volume_mean": -0.22010448575019836, "lyap_volume_max": -0.1491328626871109, "frac_above_star": 0.0 }, { "step": 353, "sup_loss": 0.6973063103982485, "rf_loss": 0.0, "total_loss": 0.6973063103982485, "lyap1_mean": -0.19794034957885742, "lyap1_max": -0.11636852473020554, "lyap_volume_mean": -0.21166637539863586, "lyap_volume_max": -0.1534673422574997, "frac_above_star": 0.0 }, { "step": 354, "sup_loss": 0.7964059574325215, "rf_loss": 0.0, "total_loss": 0.7964059574325215, "lyap1_mean": -0.17664742469787598, "lyap1_max": -0.08736785501241684, "lyap_volume_mean": -0.20389336347579956, "lyap_volume_max": -0.14128275215625763, "frac_above_star": 0.0 }, { "step": 355, "sup_loss": 0.6056312909636674, "rf_loss": 0.0, "total_loss": 0.6056312909636674, "lyap1_mean": -0.17482918500900269, "lyap1_max": -0.06697383522987366, "lyap_volume_mean": -0.2068808376789093, "lyap_volume_max": -0.14635181427001953, "frac_above_star": 0.0 }, { "step": 356, "sup_loss": 0.7407177581534032, "rf_loss": 0.0, "total_loss": 0.7407177581534032, "lyap1_mean": -0.20728890597820282, "lyap1_max": -0.11919435858726501, "lyap_volume_mean": -0.22595754265785217, "lyap_volume_max": -0.14690247178077698, "frac_above_star": 0.0 }, { "step": 357, "sup_loss": 0.5898809759995423, "rf_loss": 0.0, "total_loss": 0.5898809759995423, "lyap1_mean": -0.20207543671131134, "lyap1_max": -0.12951812148094177, "lyap_volume_mean": -0.22153133153915405, "lyap_volume_max": -0.16308116912841797, "frac_above_star": 0.0 }, { "step": 358, "sup_loss": 0.6330382439148867, "rf_loss": 0.0, "total_loss": 0.6330382439148867, "lyap1_mean": -0.1783541440963745, "lyap1_max": -0.018824687227606773, "lyap_volume_mean": -0.20675529539585114, "lyap_volume_max": -0.14006762206554413, "frac_above_star": 0.0 }, { "step": 359, "sup_loss": 0.6055155044130482, "rf_loss": 0.0, "total_loss": 0.6055155044130482, "lyap1_mean": -0.19386613368988037, "lyap1_max": -0.1001143679022789, "lyap_volume_mean": -0.2172689139842987, "lyap_volume_max": -0.14922475814819336, "frac_above_star": 0.0 }, { "step": 360, "sup_loss": 0.583590436453429, "rf_loss": 0.0, "total_loss": 0.583590436453429, "lyap1_mean": -0.1774648129940033, "lyap1_max": -0.10718028247356415, "lyap_volume_mean": -0.19447724521160126, "lyap_volume_max": -0.14249157905578613, "frac_above_star": 0.0 }, { "step": 361, "sup_loss": 0.6598423423399781, "rf_loss": 0.0, "total_loss": 0.6598423423399781, "lyap1_mean": -0.16820670664310455, "lyap1_max": -0.13459652662277222, "lyap_volume_mean": -0.17741182446479797, "lyap_volume_max": -0.14588305354118347, "frac_above_star": 0.0 }, { "step": 362, "sup_loss": 0.7076166120611199, "rf_loss": 0.0, "total_loss": 0.7076166120611199, "lyap1_mean": -0.1612444818019867, "lyap1_max": -0.08722763508558273, "lyap_volume_mean": -0.18161863088607788, "lyap_volume_max": -0.13973936438560486, "frac_above_star": 0.0 }, { "step": 363, "sup_loss": 0.7513349382806388, "rf_loss": 0.0, "total_loss": 0.7513349382806388, "lyap1_mean": -0.20163969695568085, "lyap1_max": -0.12180333584547043, "lyap_volume_mean": -0.2076280415058136, "lyap_volume_max": -0.1407811939716339, "frac_above_star": 0.0 }, { "step": 364, "sup_loss": 0.629093611518496, "rf_loss": 0.0, "total_loss": 0.629093611518496, "lyap1_mean": -0.1764514148235321, "lyap1_max": -0.1285247504711151, "lyap_volume_mean": -0.19328948855400085, "lyap_volume_max": -0.13554152846336365, "frac_above_star": 0.0 }, { "step": 365, "sup_loss": 0.38803054692371153, "rf_loss": 0.0, "total_loss": 0.38803054692371153, "lyap1_mean": -0.21428579092025757, "lyap1_max": -0.11390577256679535, "lyap_volume_mean": -0.23044975101947784, "lyap_volume_max": -0.16596341133117676, "frac_above_star": 0.0 }, { "step": 366, "sup_loss": 0.5965908289502808, "rf_loss": 0.0, "total_loss": 0.5965908289502808, "lyap1_mean": -0.2104272097349167, "lyap1_max": -0.14476829767227173, "lyap_volume_mean": -0.22588011622428894, "lyap_volume_max": -0.1643698811531067, "frac_above_star": 0.0 }, { "step": 367, "sup_loss": 0.7154508240503779, "rf_loss": 0.0, "total_loss": 0.7154508240503779, "lyap1_mean": -0.1903461515903473, "lyap1_max": -0.108698770403862, "lyap_volume_mean": -0.20828142762184143, "lyap_volume_max": -0.14969611167907715, "frac_above_star": 0.0 }, { "step": 368, "sup_loss": 0.7027711107615009, "rf_loss": 0.0, "total_loss": 0.7027711107615009, "lyap1_mean": -0.17116400599479675, "lyap1_max": -0.08973413705825806, "lyap_volume_mean": -0.20211577415466309, "lyap_volume_max": -0.14477267861366272, "frac_above_star": 0.0 }, { "step": 369, "sup_loss": 0.6070316050565585, "rf_loss": 0.0, "total_loss": 0.6070316050565585, "lyap1_mean": -0.1627158522605896, "lyap1_max": -0.10228605568408966, "lyap_volume_mean": -0.18454419076442719, "lyap_volume_max": -0.13625675439834595, "frac_above_star": 0.0 }, { "step": 370, "sup_loss": 0.6225168327367686, "rf_loss": 0.0, "total_loss": 0.6225168327367686, "lyap1_mean": -0.2010721117258072, "lyap1_max": -0.1568853259086609, "lyap_volume_mean": -0.2116534411907196, "lyap_volume_max": -0.17126989364624023, "frac_above_star": 0.0 }, { "step": 371, "sup_loss": 0.5971374605340585, "rf_loss": 0.0, "total_loss": 0.5971374605340585, "lyap1_mean": -0.2178381234407425, "lyap1_max": -0.08803047984838486, "lyap_volume_mean": -0.22994109988212585, "lyap_volume_max": -0.13256427645683289, "frac_above_star": 0.0 }, { "step": 372, "sup_loss": 0.7105727645583944, "rf_loss": 0.0, "total_loss": 0.7105727645583944, "lyap1_mean": -0.147818922996521, "lyap1_max": -0.09433193504810333, "lyap_volume_mean": -0.1684647500514984, "lyap_volume_max": -0.1217779889702797, "frac_above_star": 0.0 }, { "step": 373, "sup_loss": 0.46278654606255176, "rf_loss": 0.0, "total_loss": 0.46278654606255176, "lyap1_mean": -0.20076176524162292, "lyap1_max": -0.07155193388462067, "lyap_volume_mean": -0.22324848175048828, "lyap_volume_max": -0.11005920171737671, "frac_above_star": 0.0 }, { "step": 374, "sup_loss": 0.785583470913862, "rf_loss": 0.0, "total_loss": 0.785583470913862, "lyap1_mean": -0.17036698758602142, "lyap1_max": -0.06141972541809082, "lyap_volume_mean": -0.1867045760154724, "lyap_volume_max": -0.10341072827577591, "frac_above_star": 0.0 }, { "step": 375, "sup_loss": 0.5386541705222242, "rf_loss": 0.0, "total_loss": 0.5386541705222242, "lyap1_mean": -0.17140257358551025, "lyap1_max": -0.0407719723880291, "lyap_volume_mean": -0.21092116832733154, "lyap_volume_max": -0.1261320412158966, "frac_above_star": 0.0 }, { "step": 376, "sup_loss": 0.5448450514942591, "rf_loss": 0.0, "total_loss": 0.5448450514942591, "lyap1_mean": -0.21254640817642212, "lyap1_max": -0.11784207820892334, "lyap_volume_mean": -0.23624829947948456, "lyap_volume_max": -0.1489066779613495, "frac_above_star": 0.0 }, { "step": 377, "sup_loss": 0.5319434569310544, "rf_loss": 0.0, "total_loss": 0.5319434569310544, "lyap1_mean": -0.1365426778793335, "lyap1_max": -0.08288134634494781, "lyap_volume_mean": -0.17220649123191833, "lyap_volume_max": -0.1300755739212036, "frac_above_star": 0.0 }, { "step": 378, "sup_loss": 0.4694218269222747, "rf_loss": 0.0, "total_loss": 0.4694218269222747, "lyap1_mean": -0.23447363078594208, "lyap1_max": -0.0925687849521637, "lyap_volume_mean": -0.2533254623413086, "lyap_volume_max": -0.118461973965168, "frac_above_star": 0.0 }, { "step": 379, "sup_loss": 0.5199367047856321, "rf_loss": 0.0, "total_loss": 0.5199367047856321, "lyap1_mean": -0.19558322429656982, "lyap1_max": -0.12956419587135315, "lyap_volume_mean": -0.21179479360580444, "lyap_volume_max": -0.14796492457389832, "frac_above_star": 0.0 }, { "step": 380, "sup_loss": 0.519416615491561, "rf_loss": 0.0, "total_loss": 0.519416615491561, "lyap1_mean": -0.22239498794078827, "lyap1_max": -0.14600437879562378, "lyap_volume_mean": -0.23546406626701355, "lyap_volume_max": -0.1571665108203888, "frac_above_star": 0.0 }, { "step": 381, "sup_loss": 0.3838867045261732, "rf_loss": 0.0, "total_loss": 0.3838867045261732, "lyap1_mean": -0.2148752510547638, "lyap1_max": -0.125562846660614, "lyap_volume_mean": -0.23497790098190308, "lyap_volume_max": -0.13908573985099792, "frac_above_star": 0.0 }, { "step": 382, "sup_loss": 0.6797216460444254, "rf_loss": 0.0, "total_loss": 0.6797216460444254, "lyap1_mean": -0.17729195952415466, "lyap1_max": -0.11764852702617645, "lyap_volume_mean": -0.18856769800186157, "lyap_volume_max": -0.13760003447532654, "frac_above_star": 0.0 }, { "step": 383, "sup_loss": 0.3894707622580426, "rf_loss": 0.0, "total_loss": 0.3894707622580426, "lyap1_mean": -0.2302524298429489, "lyap1_max": -0.14829887449741364, "lyap_volume_mean": -0.24719375371932983, "lyap_volume_max": -0.18020981550216675, "frac_above_star": 0.0 }, { "step": 384, "sup_loss": 0.43343420784459674, "rf_loss": 0.0, "total_loss": 0.43343420784459674, "lyap1_mean": -0.21475209295749664, "lyap1_max": -0.13823196291923523, "lyap_volume_mean": -0.23869378864765167, "lyap_volume_max": -0.18235355615615845, "frac_above_star": 0.0 }, { "step": 385, "sup_loss": 0.4358970131890006, "rf_loss": 0.0, "total_loss": 0.4358970131890006, "lyap1_mean": -0.19166317582130432, "lyap1_max": -0.08846139907836914, "lyap_volume_mean": -0.21830371022224426, "lyap_volume_max": -0.1481105238199234, "frac_above_star": 0.0 }, { "step": 386, "sup_loss": 0.5062211535325923, "rf_loss": 0.0, "total_loss": 0.5062211535325923, "lyap1_mean": -0.23401974141597748, "lyap1_max": -0.1644384115934372, "lyap_volume_mean": -0.24601954221725464, "lyap_volume_max": -0.1748397946357727, "frac_above_star": 0.0 }, { "step": 387, "sup_loss": 0.6997379599878413, "rf_loss": 0.0, "total_loss": 0.6997379599878413, "lyap1_mean": -0.14763948321342468, "lyap1_max": -0.06222763657569885, "lyap_volume_mean": -0.1781097948551178, "lyap_volume_max": -0.1204247921705246, "frac_above_star": 0.0 }, { "step": 388, "sup_loss": 0.6245628092182723, "rf_loss": 0.0, "total_loss": 0.6245628092182723, "lyap1_mean": -0.2051747888326645, "lyap1_max": -0.13700522482395172, "lyap_volume_mean": -0.22067923843860626, "lyap_volume_max": -0.1701645851135254, "frac_above_star": 0.0 }, { "step": 389, "sup_loss": 0.8050660306851992, "rf_loss": 0.0, "total_loss": 0.8050660306851992, "lyap1_mean": -0.18740718066692352, "lyap1_max": -0.05933042988181114, "lyap_volume_mean": -0.2119397670030594, "lyap_volume_max": -0.11485599726438522, "frac_above_star": 0.0 }, { "step": 390, "sup_loss": 0.5498805801161383, "rf_loss": 0.0, "total_loss": 0.5498805801161383, "lyap1_mean": -0.21475723385810852, "lyap1_max": -0.09351779520511627, "lyap_volume_mean": -0.22775991261005402, "lyap_volume_max": -0.15005774796009064, "frac_above_star": 0.0 }, { "step": 391, "sup_loss": 0.6483960477587708, "rf_loss": 0.0, "total_loss": 0.6483960477587708, "lyap1_mean": -0.18587830662727356, "lyap1_max": -0.07521374523639679, "lyap_volume_mean": -0.216726154088974, "lyap_volume_max": -0.1438986361026764, "frac_above_star": 0.0 }, { "step": 392, "sup_loss": 0.6544717262607003, "rf_loss": 0.0, "total_loss": 0.6544717262607003, "lyap1_mean": -0.17499831318855286, "lyap1_max": -0.09727995097637177, "lyap_volume_mean": -0.1976141333580017, "lyap_volume_max": -0.14537864923477173, "frac_above_star": 0.0 }, { "step": 393, "sup_loss": 0.817435727635638, "rf_loss": 0.0, "total_loss": 0.817435727635638, "lyap1_mean": -0.1650828868150711, "lyap1_max": -0.06715940684080124, "lyap_volume_mean": -0.19472283124923706, "lyap_volume_max": -0.1390388458967209, "frac_above_star": 0.0 }, { "step": 394, "sup_loss": 0.8162515234668579, "rf_loss": 0.0, "total_loss": 0.8162515234668579, "lyap1_mean": -0.17799191176891327, "lyap1_max": -0.1310504823923111, "lyap_volume_mean": -0.1867772787809372, "lyap_volume_max": -0.15881115198135376, "frac_above_star": 0.0 }, { "step": 395, "sup_loss": 0.5404654941645064, "rf_loss": 0.0, "total_loss": 0.5404654941645064, "lyap1_mean": -0.21806010603904724, "lyap1_max": -0.11156900227069855, "lyap_volume_mean": -0.23311182856559753, "lyap_volume_max": -0.13754257559776306, "frac_above_star": 0.0 }, { "step": 396, "sup_loss": 0.5056054844312389, "rf_loss": 0.0, "total_loss": 0.5056054844312389, "lyap1_mean": -0.19471342861652374, "lyap1_max": -0.08663944900035858, "lyap_volume_mean": -0.21242865920066833, "lyap_volume_max": -0.1280355155467987, "frac_above_star": 0.0 }, { "step": 397, "sup_loss": 0.4284552417164381, "rf_loss": 0.0, "total_loss": 0.4284552417164381, "lyap1_mean": -0.2308126837015152, "lyap1_max": -0.12188004702329636, "lyap_volume_mean": -0.24842369556427002, "lyap_volume_max": -0.16579827666282654, "frac_above_star": 0.0 }, { "step": 398, "sup_loss": 0.7275310323063627, "rf_loss": 0.0, "total_loss": 0.7275310323063627, "lyap1_mean": -0.18633174896240234, "lyap1_max": -0.12171079218387604, "lyap_volume_mean": -0.20046037435531616, "lyap_volume_max": -0.14021748304367065, "frac_above_star": 0.0 }, { "step": 399, "sup_loss": 0.4327133790553431, "rf_loss": 0.0, "total_loss": 0.4327133790553431, "lyap1_mean": -0.20555594563484192, "lyap1_max": -0.15370161831378937, "lyap_volume_mean": -0.22712421417236328, "lyap_volume_max": -0.152790367603302, "frac_above_star": 0.0 }, { "step": 400, "sup_loss": 0.5828909107556153, "rf_loss": 0.0, "total_loss": 0.5828909107556153, "lyap1_mean": -0.23344390094280243, "lyap1_max": -0.14808231592178345, "lyap_volume_mean": -0.24627171456813812, "lyap_volume_max": -0.15813419222831726, "frac_above_star": 0.0 }, { "step": 401, "sup_loss": 0.6699263024546855, "rf_loss": 0.0, "total_loss": 0.6699263024546855, "lyap1_mean": -0.18224121630191803, "lyap1_max": -0.07171845436096191, "lyap_volume_mean": -0.20877313613891602, "lyap_volume_max": -0.12784379720687866, "frac_above_star": 0.0 }, { "step": 402, "sup_loss": 0.6017014650912882, "rf_loss": 0.0, "total_loss": 0.6017014650912882, "lyap1_mean": -0.19489739835262299, "lyap1_max": -0.1044343039393425, "lyap_volume_mean": -0.21037763357162476, "lyap_volume_max": -0.15243518352508545, "frac_above_star": 0.0 }, { "step": 403, "sup_loss": 0.6687655024303522, "rf_loss": 0.0, "total_loss": 0.6687655024303522, "lyap1_mean": -0.17088666558265686, "lyap1_max": -0.0403188094496727, "lyap_volume_mean": -0.19815406203269958, "lyap_volume_max": -0.11505495011806488, "frac_above_star": 0.0 }, { "step": 404, "sup_loss": 0.3750137729778811, "rf_loss": 0.0, "total_loss": 0.3750137729778811, "lyap1_mean": -0.23111893236637115, "lyap1_max": -0.15546517074108124, "lyap_volume_mean": -0.247941792011261, "lyap_volume_max": -0.172764390707016, "frac_above_star": 0.0 }, { "step": 405, "sup_loss": 0.7399223329470886, "rf_loss": 0.0, "total_loss": 0.7399223329470886, "lyap1_mean": -0.15269283950328827, "lyap1_max": 0.012142041698098183, "lyap_volume_mean": -0.18832696974277496, "lyap_volume_max": -0.14597736299037933, "frac_above_star": 0.125 }, { "step": 406, "sup_loss": 0.7251049073782487, "rf_loss": 0.0, "total_loss": 0.7251049073782487, "lyap1_mean": -0.21009141206741333, "lyap1_max": -0.11633956432342529, "lyap_volume_mean": -0.23179270327091217, "lyap_volume_max": -0.1718568503856659, "frac_above_star": 0.0 }, { "step": 407, "sup_loss": 0.5617483222156312, "rf_loss": 0.0, "total_loss": 0.5617483222156312, "lyap1_mean": -0.20007076859474182, "lyap1_max": -0.10043930262327194, "lyap_volume_mean": -0.2269197255373001, "lyap_volume_max": -0.15334686636924744, "frac_above_star": 0.0 }, { "step": 408, "sup_loss": 0.5748951621418031, "rf_loss": 0.0, "total_loss": 0.5748951621418031, "lyap1_mean": -0.19866660237312317, "lyap1_max": -0.12658832967281342, "lyap_volume_mean": -0.21138839423656464, "lyap_volume_max": -0.15653979778289795, "frac_above_star": 0.0 }, { "step": 409, "sup_loss": 0.8607786336134626, "rf_loss": 0.0, "total_loss": 0.8607786336134626, "lyap1_mean": -0.18152077496051788, "lyap1_max": -0.14761173725128174, "lyap_volume_mean": -0.19093525409698486, "lyap_volume_max": -0.15803489089012146, "frac_above_star": 0.0 }, { "step": 410, "sup_loss": 0.6307941176259448, "rf_loss": 0.0, "total_loss": 0.6307941176259448, "lyap1_mean": -0.18081024289131165, "lyap1_max": -0.08182481676340103, "lyap_volume_mean": -0.20013736188411713, "lyap_volume_max": -0.12224732339382172, "frac_above_star": 0.0 }, { "step": 411, "sup_loss": 0.5987174761086365, "rf_loss": 0.0, "total_loss": 0.5987174761086365, "lyap1_mean": -0.18479375541210175, "lyap1_max": -0.12942682206630707, "lyap_volume_mean": -0.19327068328857422, "lyap_volume_max": -0.15021295845508575, "frac_above_star": 0.0 }, { "step": 412, "sup_loss": 0.7896705549551474, "rf_loss": 0.0, "total_loss": 0.7896705549551474, "lyap1_mean": -0.17233027517795563, "lyap1_max": -0.13223958015441895, "lyap_volume_mean": -0.18470117449760437, "lyap_volume_max": -0.15437710285186768, "frac_above_star": 0.0 }, { "step": 413, "sup_loss": 0.6054950429403859, "rf_loss": 0.0, "total_loss": 0.6054950429403859, "lyap1_mean": -0.18661978840827942, "lyap1_max": -0.029150260612368584, "lyap_volume_mean": -0.2151757925748825, "lyap_volume_max": -0.1398027092218399, "frac_above_star": 0.0 }, { "step": 414, "sup_loss": 0.820334397129197, "rf_loss": 0.0, "total_loss": 0.820334397129197, "lyap1_mean": -0.17027291655540466, "lyap1_max": -0.12869594991207123, "lyap_volume_mean": -0.1866101324558258, "lyap_volume_max": -0.1546596735715866, "frac_above_star": 0.0 }, { "step": 415, "sup_loss": 0.6962427684167918, "rf_loss": 0.0, "total_loss": 0.6962427684167918, "lyap1_mean": -0.17760218679904938, "lyap1_max": -0.1361357718706131, "lyap_volume_mean": -0.19771236181259155, "lyap_volume_max": -0.15456163883209229, "frac_above_star": 0.0 }, { "step": 416, "sup_loss": 0.6354048641215999, "rf_loss": 0.0, "total_loss": 0.6354048641215999, "lyap1_mean": -0.1632745862007141, "lyap1_max": -0.11141573637723923, "lyap_volume_mean": -0.18821504712104797, "lyap_volume_max": -0.14406359195709229, "frac_above_star": 0.0 }, { "step": 417, "sup_loss": 0.6495131698994857, "rf_loss": 0.0, "total_loss": 0.6495131698994857, "lyap1_mean": -0.2086745649576187, "lyap1_max": -0.1511285901069641, "lyap_volume_mean": -0.22408165037631989, "lyap_volume_max": -0.1673879325389862, "frac_above_star": 0.0 }, { "step": 418, "sup_loss": 0.6235217117500174, "rf_loss": 0.0, "total_loss": 0.6235217117500174, "lyap1_mean": -0.19320842623710632, "lyap1_max": -0.08890275657176971, "lyap_volume_mean": -0.22072242200374603, "lyap_volume_max": -0.14343363046646118, "frac_above_star": 0.0 }, { "step": 419, "sup_loss": 0.6163461696977797, "rf_loss": 0.0, "total_loss": 0.6163461696977797, "lyap1_mean": -0.1770314872264862, "lyap1_max": 0.0002775316534098238, "lyap_volume_mean": -0.2093355506658554, "lyap_volume_max": -0.13602344691753387, "frac_above_star": 0.125 }, { "step": 420, "sup_loss": 0.5489641576911478, "rf_loss": 0.0, "total_loss": 0.5489641576911478, "lyap1_mean": -0.20114047825336456, "lyap1_max": -0.0828707367181778, "lyap_volume_mean": -0.21947374939918518, "lyap_volume_max": -0.10839077085256577, "frac_above_star": 0.0 }, { "step": 421, "sup_loss": 0.6527699492425967, "rf_loss": 0.0, "total_loss": 0.6527699492425967, "lyap1_mean": -0.19825920462608337, "lyap1_max": -0.025008736178278923, "lyap_volume_mean": -0.2261633276939392, "lyap_volume_max": -0.12024521827697754, "frac_above_star": 0.0 }, { "step": 422, "sup_loss": 0.3587519154992641, "rf_loss": 0.0, "total_loss": 0.3587519154992641, "lyap1_mean": -0.237550288438797, "lyap1_max": -0.1590551733970642, "lyap_volume_mean": -0.25177696347236633, "lyap_volume_max": -0.191574364900589, "frac_above_star": 0.0 }, { "step": 423, "sup_loss": 0.46181096177716147, "rf_loss": 0.0, "total_loss": 0.46181096177716147, "lyap1_mean": -0.16674232482910156, "lyap1_max": 0.007199636660516262, "lyap_volume_mean": -0.19891130924224854, "lyap_volume_max": -0.0996822714805603, "frac_above_star": 0.125 }, { "step": 424, "sup_loss": 0.5132260634659315, "rf_loss": 0.0, "total_loss": 0.5132260634659315, "lyap1_mean": -0.2315741926431656, "lyap1_max": -0.14503857493400574, "lyap_volume_mean": -0.24070662260055542, "lyap_volume_max": -0.16797569394111633, "frac_above_star": 0.0 }, { "step": 425, "sup_loss": 0.4186484256496889, "rf_loss": 0.0, "total_loss": 0.4186484256496889, "lyap1_mean": -0.21176166832447052, "lyap1_max": -0.08186149597167969, "lyap_volume_mean": -0.22687077522277832, "lyap_volume_max": -0.11110687255859375, "frac_above_star": 0.0 }, { "step": 426, "sup_loss": 0.4944855154843165, "rf_loss": 0.0, "total_loss": 0.4944855154843165, "lyap1_mean": -0.2260972559452057, "lyap1_max": -0.10948668420314789, "lyap_volume_mean": -0.2404390573501587, "lyap_volume_max": -0.14135262370109558, "frac_above_star": 0.0 }, { "step": 427, "sup_loss": 0.5673331664355935, "rf_loss": 0.0, "total_loss": 0.5673331664355935, "lyap1_mean": -0.2276359498500824, "lyap1_max": -0.05999546870589256, "lyap_volume_mean": -0.24946585297584534, "lyap_volume_max": -0.14898639917373657, "frac_above_star": 0.0 }, { "step": 428, "sup_loss": 0.4904831143666954, "rf_loss": 0.0, "total_loss": 0.4904831143666954, "lyap1_mean": -0.2233670949935913, "lyap1_max": -0.10734735429286957, "lyap_volume_mean": -0.23627734184265137, "lyap_volume_max": -0.1473430097103119, "frac_above_star": 0.0 }, { "step": 429, "sup_loss": 0.8977815233448544, "rf_loss": 0.0, "total_loss": 0.8977815233448544, "lyap1_mean": -0.15033447742462158, "lyap1_max": -0.10040229558944702, "lyap_volume_mean": -0.1699468195438385, "lyap_volume_max": -0.15288889408111572, "frac_above_star": 0.0 }, { "step": 430, "sup_loss": 0.6984261807092081, "rf_loss": 0.0, "total_loss": 0.6984261807092081, "lyap1_mean": -0.19960221648216248, "lyap1_max": -0.14464496076107025, "lyap_volume_mean": -0.21735498309135437, "lyap_volume_max": -0.17663390934467316, "frac_above_star": 0.0 }, { "step": 431, "sup_loss": 0.5416252226397704, "rf_loss": 0.0, "total_loss": 0.5416252226397704, "lyap1_mean": -0.1736563891172409, "lyap1_max": -0.04981449991464615, "lyap_volume_mean": -0.20557832717895508, "lyap_volume_max": -0.12710517644882202, "frac_above_star": 0.0 }, { "step": 432, "sup_loss": 0.5647962518991442, "rf_loss": 0.0, "total_loss": 0.5647962518991442, "lyap1_mean": -0.17529082298278809, "lyap1_max": -0.09528299421072006, "lyap_volume_mean": -0.20282410085201263, "lyap_volume_max": -0.13682836294174194, "frac_above_star": 0.0 }, { "step": 433, "sup_loss": 0.6449077450352199, "rf_loss": 0.0, "total_loss": 0.6449077450352199, "lyap1_mean": -0.1866055428981781, "lyap1_max": -0.11581723392009735, "lyap_volume_mean": -0.201177179813385, "lyap_volume_max": -0.11366616934537888, "frac_above_star": 0.0 }, { "step": 434, "sup_loss": 0.6205966444829869, "rf_loss": 0.0, "total_loss": 0.6205966444829869, "lyap1_mean": -0.18922989070415497, "lyap1_max": -0.11225380003452301, "lyap_volume_mean": -0.20601001381874084, "lyap_volume_max": -0.14272215962409973, "frac_above_star": 0.0 }, { "step": 435, "sup_loss": 0.4002319596822602, "rf_loss": 0.0, "total_loss": 0.4002319596822602, "lyap1_mean": -0.20334863662719727, "lyap1_max": -0.11212112754583359, "lyap_volume_mean": -0.2209721952676773, "lyap_volume_max": -0.14356006681919098, "frac_above_star": 0.0 }, { "step": 436, "sup_loss": 0.5389064362344929, "rf_loss": 0.0, "total_loss": 0.5389064362344929, "lyap1_mean": -0.22005008161067963, "lyap1_max": -0.13809779286384583, "lyap_volume_mean": -0.22731003165245056, "lyap_volume_max": -0.1512022167444229, "frac_above_star": 0.0 }, { "step": 437, "sup_loss": 0.646247904269011, "rf_loss": 0.0, "total_loss": 0.646247904269011, "lyap1_mean": -0.191651850938797, "lyap1_max": -0.10440671443939209, "lyap_volume_mean": -0.21160420775413513, "lyap_volume_max": -0.13920210301876068, "frac_above_star": 0.0 }, { "step": 438, "sup_loss": 0.49041252809400293, "rf_loss": 0.0, "total_loss": 0.49041252809400293, "lyap1_mean": -0.18779152631759644, "lyap1_max": -0.12998685240745544, "lyap_volume_mean": -0.19698090851306915, "lyap_volume_max": -0.14678069949150085, "frac_above_star": 0.0 }, { "step": 439, "sup_loss": 0.6072463330791387, "rf_loss": 0.0, "total_loss": 0.6072463330791387, "lyap1_mean": -0.1672515869140625, "lyap1_max": -0.07609717547893524, "lyap_volume_mean": -0.19951319694519043, "lyap_volume_max": -0.1383054256439209, "frac_above_star": 0.0 }, { "step": 440, "sup_loss": 0.782070460066515, "rf_loss": 0.0, "total_loss": 0.782070460066515, "lyap1_mean": -0.17039209604263306, "lyap1_max": -0.10102929919958115, "lyap_volume_mean": -0.19193494319915771, "lyap_volume_max": -0.141138955950737, "frac_above_star": 0.0 }, { "step": 441, "sup_loss": 0.5802118370313745, "rf_loss": 0.0, "total_loss": 0.5802118370313745, "lyap1_mean": -0.1915893256664276, "lyap1_max": -0.1042199432849884, "lyap_volume_mean": -0.20327630639076233, "lyap_volume_max": -0.12954594194889069, "frac_above_star": 0.0 }, { "step": 442, "sup_loss": 0.5540848484954025, "rf_loss": 0.0, "total_loss": 0.5540848484954025, "lyap1_mean": -0.18387021124362946, "lyap1_max": -0.08825965970754623, "lyap_volume_mean": -0.2047262042760849, "lyap_volume_max": -0.13317371904850006, "frac_above_star": 0.0 }, { "step": 443, "sup_loss": 0.6530188143120058, "rf_loss": 0.0, "total_loss": 0.6530188143120058, "lyap1_mean": -0.15480509400367737, "lyap1_max": -0.06029798835515976, "lyap_volume_mean": -0.18420937657356262, "lyap_volume_max": -0.14090697467327118, "frac_above_star": 0.0 }, { "step": 444, "sup_loss": 0.6974151442339315, "rf_loss": 0.0, "total_loss": 0.6974151442339315, "lyap1_mean": -0.18120041489601135, "lyap1_max": -0.12336213886737823, "lyap_volume_mean": -0.19926467537879944, "lyap_volume_max": -0.1230912059545517, "frac_above_star": 0.0 }, { "step": 445, "sup_loss": 0.519925001568788, "rf_loss": 0.0, "total_loss": 0.519925001568788, "lyap1_mean": -0.19756220281124115, "lyap1_max": -0.1286643147468567, "lyap_volume_mean": -0.20917430520057678, "lyap_volume_max": -0.13994136452674866, "frac_above_star": 0.0 }, { "step": 446, "sup_loss": 0.6717155316185456, "rf_loss": 0.0, "total_loss": 0.6717155316185456, "lyap1_mean": -0.1633019596338272, "lyap1_max": -0.05043236166238785, "lyap_volume_mean": -0.19760870933532715, "lyap_volume_max": -0.13629263639450073, "frac_above_star": 0.0 }, { "step": 447, "sup_loss": 0.5528067584743794, "rf_loss": 0.0, "total_loss": 0.5528067584743794, "lyap1_mean": -0.15553602576255798, "lyap1_max": -0.027561359107494354, "lyap_volume_mean": -0.19245141744613647, "lyap_volume_max": -0.09562596678733826, "frac_above_star": 0.0 }, { "step": 448, "sup_loss": 0.7986771805744701, "rf_loss": 0.0, "total_loss": 0.7986771805744701, "lyap1_mean": -0.18949270248413086, "lyap1_max": -0.09632953256368637, "lyap_volume_mean": -0.20550775527954102, "lyap_volume_max": -0.14261123538017273, "frac_above_star": 0.0 }, { "step": 449, "sup_loss": 0.7876434479510238, "rf_loss": 0.0, "total_loss": 0.7876434479510238, "lyap1_mean": -0.1909666806459427, "lyap1_max": -0.14674673974514008, "lyap_volume_mean": -0.2010088562965393, "lyap_volume_max": -0.15721246600151062, "frac_above_star": 0.0 }, { "step": 450, "sup_loss": 0.573502865390631, "rf_loss": 0.0, "total_loss": 0.573502865390631, "lyap1_mean": -0.19373008608818054, "lyap1_max": -0.06305797398090363, "lyap_volume_mean": -0.21354931592941284, "lyap_volume_max": -0.15861259400844574, "frac_above_star": 0.0 }, { "step": 451, "sup_loss": 0.5291890431856497, "rf_loss": 0.0, "total_loss": 0.5291890431856497, "lyap1_mean": -0.21738772094249725, "lyap1_max": -0.12995591759681702, "lyap_volume_mean": -0.23362860083580017, "lyap_volume_max": -0.1521839052438736, "frac_above_star": 0.0 }, { "step": 452, "sup_loss": 0.6062219114378334, "rf_loss": 0.0, "total_loss": 0.6062219114378334, "lyap1_mean": -0.18452781438827515, "lyap1_max": -0.043195903301239014, "lyap_volume_mean": -0.21747854351997375, "lyap_volume_max": -0.11986973881721497, "frac_above_star": 0.0 }, { "step": 453, "sup_loss": 0.7510707284955493, "rf_loss": 0.0, "total_loss": 0.7510707284955493, "lyap1_mean": -0.21467429399490356, "lyap1_max": -0.15376056730747223, "lyap_volume_mean": -0.21838292479515076, "lyap_volume_max": -0.15495425462722778, "frac_above_star": 0.0 }, { "step": 454, "sup_loss": 0.623730654593156, "rf_loss": 0.0, "total_loss": 0.623730654593156, "lyap1_mean": -0.20554333925247192, "lyap1_max": -0.15852908790111542, "lyap_volume_mean": -0.22347213327884674, "lyap_volume_max": -0.16650548577308655, "frac_above_star": 0.0 }, { "step": 455, "sup_loss": 0.6937213778648991, "rf_loss": 0.0, "total_loss": 0.6937213778648991, "lyap1_mean": -0.1453360617160797, "lyap1_max": -0.017084792256355286, "lyap_volume_mean": -0.1862545609474182, "lyap_volume_max": -0.11421803385019302, "frac_above_star": 0.0 }, { "step": 456, "sup_loss": 0.44760343277892606, "rf_loss": 0.0, "total_loss": 0.44760343277892606, "lyap1_mean": -0.21215982735157013, "lyap1_max": -0.09960000962018967, "lyap_volume_mean": -0.2321908175945282, "lyap_volume_max": -0.1390303373336792, "frac_above_star": 0.0 }, { "step": 457, "sup_loss": 0.4478338152680631, "rf_loss": 0.0, "total_loss": 0.4478338152680631, "lyap1_mean": -0.2083103507757187, "lyap1_max": -0.14066296815872192, "lyap_volume_mean": -0.22677963972091675, "lyap_volume_max": -0.15440145134925842, "frac_above_star": 0.0 }, { "step": 458, "sup_loss": 0.6262268121635934, "rf_loss": 0.0, "total_loss": 0.6262268121635934, "lyap1_mean": -0.1840381920337677, "lyap1_max": -0.04655935615301132, "lyap_volume_mean": -0.21589688956737518, "lyap_volume_max": -0.15708774328231812, "frac_above_star": 0.0 }, { "step": 459, "sup_loss": 0.5507436846692858, "rf_loss": 0.0, "total_loss": 0.5507436846692858, "lyap1_mean": -0.21037495136260986, "lyap1_max": -0.114457868039608, "lyap_volume_mean": -0.2265002429485321, "lyap_volume_max": -0.16601943969726562, "frac_above_star": 0.0 }, { "step": 460, "sup_loss": 0.429237687611823, "rf_loss": 0.0, "total_loss": 0.429237687611823, "lyap1_mean": -0.19292998313903809, "lyap1_max": -0.06434425711631775, "lyap_volume_mean": -0.21664661169052124, "lyap_volume_max": -0.12296566367149353, "frac_above_star": 0.0 }, { "step": 461, "sup_loss": 0.5025503675617631, "rf_loss": 0.0, "total_loss": 0.5025503675617631, "lyap1_mean": -0.2104015350341797, "lyap1_max": -0.10553157329559326, "lyap_volume_mean": -0.232534259557724, "lyap_volume_max": -0.15194255113601685, "frac_above_star": 0.0 }, { "step": 462, "sup_loss": 0.49598227944560064, "rf_loss": 0.0, "total_loss": 0.49598227944560064, "lyap1_mean": -0.18403255939483643, "lyap1_max": -0.0791834220290184, "lyap_volume_mean": -0.22542396187782288, "lyap_volume_max": -0.15600347518920898, "frac_above_star": 0.0 }, { "step": 463, "sup_loss": 0.8017915819847576, "rf_loss": 0.0, "total_loss": 0.8017915819847576, "lyap1_mean": -0.17887279391288757, "lyap1_max": -0.14775240421295166, "lyap_volume_mean": -0.20237451791763306, "lyap_volume_max": -0.17883813381195068, "frac_above_star": 0.0 }, { "step": 464, "sup_loss": 0.5677196654722186, "rf_loss": 0.0, "total_loss": 0.5677196654722186, "lyap1_mean": -0.17979080975055695, "lyap1_max": -0.08139045536518097, "lyap_volume_mean": -0.20389053225517273, "lyap_volume_max": -0.1067919209599495, "frac_above_star": 0.0 }, { "step": 465, "sup_loss": 0.7028463112640936, "rf_loss": 0.0, "total_loss": 0.7028463112640936, "lyap1_mean": -0.16233192384243011, "lyap1_max": -0.08888506144285202, "lyap_volume_mean": -0.18726199865341187, "lyap_volume_max": -0.1532643735408783, "frac_above_star": 0.0 }, { "step": 466, "sup_loss": 0.4923328063597415, "rf_loss": 0.0, "total_loss": 0.4923328063597415, "lyap1_mean": -0.2354784905910492, "lyap1_max": -0.1418335735797882, "lyap_volume_mean": -0.2452384978532791, "lyap_volume_max": -0.1762959063053131, "frac_above_star": 0.0 }, { "step": 467, "sup_loss": 0.5663586420933008, "rf_loss": 0.0, "total_loss": 0.5663586420933008, "lyap1_mean": -0.19615262746810913, "lyap1_max": -0.1307992935180664, "lyap_volume_mean": -0.21969933807849884, "lyap_volume_max": -0.17331412434577942, "frac_above_star": 0.0 }, { "step": 468, "sup_loss": 0.8362141718487298, "rf_loss": 0.0, "total_loss": 0.8362141718487298, "lyap1_mean": -0.16525012254714966, "lyap1_max": -0.03918611258268356, "lyap_volume_mean": -0.19443893432617188, "lyap_volume_max": -0.12482327222824097, "frac_above_star": 0.0 }, { "step": 469, "sup_loss": 0.6475067741964255, "rf_loss": 0.0, "total_loss": 0.6475067741964255, "lyap1_mean": -0.16241401433944702, "lyap1_max": -0.09212785959243774, "lyap_volume_mean": -0.19082659482955933, "lyap_volume_max": -0.15258511900901794, "frac_above_star": 0.0 }, { "step": 470, "sup_loss": 0.5295359311647432, "rf_loss": 0.0, "total_loss": 0.5295359311647432, "lyap1_mean": -0.21869391202926636, "lyap1_max": -0.1417200267314911, "lyap_volume_mean": -0.22898951172828674, "lyap_volume_max": -0.15945982933044434, "frac_above_star": 0.0 }, { "step": 471, "sup_loss": 0.7198401536689369, "rf_loss": 0.0, "total_loss": 0.7198401536689369, "lyap1_mean": -0.19258098304271698, "lyap1_max": -0.13104647397994995, "lyap_volume_mean": -0.2056789994239807, "lyap_volume_max": -0.1427372395992279, "frac_above_star": 0.0 }, { "step": 472, "sup_loss": 0.7184437322477394, "rf_loss": 0.0, "total_loss": 0.7184437322477394, "lyap1_mean": -0.16674663126468658, "lyap1_max": -0.1197350025177002, "lyap_volume_mean": -0.18629136681556702, "lyap_volume_max": -0.15360984206199646, "frac_above_star": 0.0 }, { "step": 473, "sup_loss": 0.5064896812069555, "rf_loss": 0.0, "total_loss": 0.5064896812069555, "lyap1_mean": -0.19345280528068542, "lyap1_max": -0.1213206946849823, "lyap_volume_mean": -0.22770386934280396, "lyap_volume_max": -0.16023941338062286, "frac_above_star": 0.0 }, { "step": 474, "sup_loss": 0.4244160166397386, "rf_loss": 0.0, "total_loss": 0.4244160166397386, "lyap1_mean": -0.21392054855823517, "lyap1_max": -0.0014375163009390235, "lyap_volume_mean": -0.23391477763652802, "lyap_volume_max": -0.12183315306901932, "frac_above_star": 0.0 }, { "step": 475, "sup_loss": 0.8777127765735198, "rf_loss": 0.0, "total_loss": 0.8777127765735198, "lyap1_mean": -0.1533663272857666, "lyap1_max": -0.09200680255889893, "lyap_volume_mean": -0.1800645887851715, "lyap_volume_max": -0.13678289949893951, "frac_above_star": 0.0 }, { "step": 476, "sup_loss": 0.5568566816300354, "rf_loss": 0.0, "total_loss": 0.5568566816300354, "lyap1_mean": -0.20655211806297302, "lyap1_max": -0.07156491279602051, "lyap_volume_mean": -0.22347304224967957, "lyap_volume_max": -0.10630379617214203, "frac_above_star": 0.0 }, { "step": 477, "sup_loss": 0.3981608361109181, "rf_loss": 0.0, "total_loss": 0.3981608361109181, "lyap1_mean": -0.22818776965141296, "lyap1_max": -0.10183006525039673, "lyap_volume_mean": -0.2456972897052765, "lyap_volume_max": -0.17729908227920532, "frac_above_star": 0.0 }, { "step": 478, "sup_loss": 0.533351194045347, "rf_loss": 0.0, "total_loss": 0.533351194045347, "lyap1_mean": -0.18489010632038116, "lyap1_max": -0.06491411477327347, "lyap_volume_mean": -0.1964319944381714, "lyap_volume_max": -0.10684007406234741, "frac_above_star": 0.0 }, { "step": 479, "sup_loss": 0.5525227013747345, "rf_loss": 0.0, "total_loss": 0.5525227013747345, "lyap1_mean": -0.20404405891895294, "lyap1_max": -0.11915617436170578, "lyap_volume_mean": -0.21958421170711517, "lyap_volume_max": -0.13674010336399078, "frac_above_star": 0.0 }, { "step": 480, "sup_loss": 0.7308867277615062, "rf_loss": 0.0, "total_loss": 0.7308867277615062, "lyap1_mean": -0.2000976800918579, "lyap1_max": -0.13249929249286652, "lyap_volume_mean": -0.21401017904281616, "lyap_volume_max": -0.15295910835266113, "frac_above_star": 0.0 }, { "step": 481, "sup_loss": 0.5072240208353668, "rf_loss": 0.0, "total_loss": 0.5072240208353668, "lyap1_mean": -0.17672282457351685, "lyap1_max": -0.05861106142401695, "lyap_volume_mean": -0.2023359090089798, "lyap_volume_max": -0.14497965574264526, "frac_above_star": 0.0 }, { "step": 482, "sup_loss": 0.8057564080028911, "rf_loss": 0.0, "total_loss": 0.8057564080028911, "lyap1_mean": -0.15531976521015167, "lyap1_max": -0.062316522002220154, "lyap_volume_mean": -0.187140554189682, "lyap_volume_max": -0.11812595278024673, "frac_above_star": 0.0 }, { "step": 483, "sup_loss": 0.604631279774827, "rf_loss": 0.0, "total_loss": 0.604631279774827, "lyap1_mean": -0.18461085855960846, "lyap1_max": -0.10116162151098251, "lyap_volume_mean": -0.19870342314243317, "lyap_volume_max": -0.12680816650390625, "frac_above_star": 0.0 }, { "step": 484, "sup_loss": 0.6003655309623542, "rf_loss": 0.0, "total_loss": 0.6003655309623542, "lyap1_mean": -0.20269936323165894, "lyap1_max": -0.10526182502508163, "lyap_volume_mean": -0.22292011976242065, "lyap_volume_max": -0.1594873070716858, "frac_above_star": 0.0 }, { "step": 485, "sup_loss": 0.7178347163490769, "rf_loss": 0.0, "total_loss": 0.7178347163490769, "lyap1_mean": -0.2049659788608551, "lyap1_max": -0.15751594305038452, "lyap_volume_mean": -0.21607092022895813, "lyap_volume_max": -0.15664546191692352, "frac_above_star": 0.0 }, { "step": 486, "sup_loss": 0.6920255261277274, "rf_loss": 0.0, "total_loss": 0.6920255261277274, "lyap1_mean": -0.19258764386177063, "lyap1_max": -0.13532514870166779, "lyap_volume_mean": -0.21114493906497955, "lyap_volume_max": -0.16635461151599884, "frac_above_star": 0.0 }, { "step": 487, "sup_loss": 0.42024176448045114, "rf_loss": 0.0, "total_loss": 0.42024176448045114, "lyap1_mean": -0.18427854776382446, "lyap1_max": -0.0558866523206234, "lyap_volume_mean": -0.21695707738399506, "lyap_volume_max": -0.17227217555046082, "frac_above_star": 0.0 }, { "step": 488, "sup_loss": 0.5790561765935897, "rf_loss": 0.0, "total_loss": 0.5790561765935897, "lyap1_mean": -0.17115890979766846, "lyap1_max": -0.06819771230220795, "lyap_volume_mean": -0.20045706629753113, "lyap_volume_max": -0.14016956090927124, "frac_above_star": 0.0 }, { "step": 489, "sup_loss": 0.44968771977188604, "rf_loss": 0.0, "total_loss": 0.44968771977188604, "lyap1_mean": -0.22394725680351257, "lyap1_max": -0.14735282957553864, "lyap_volume_mean": -0.24143370985984802, "lyap_volume_max": -0.16219325363636017, "frac_above_star": 0.0 }, { "step": 490, "sup_loss": 0.6131132571746124, "rf_loss": 0.0, "total_loss": 0.6131132571746124, "lyap1_mean": -0.19912582635879517, "lyap1_max": -0.0925692468881607, "lyap_volume_mean": -0.21108867228031158, "lyap_volume_max": -0.13650338351726532, "frac_above_star": 0.0 }, { "step": 491, "sup_loss": 0.7070934367410572, "rf_loss": 0.0, "total_loss": 0.7070934367410572, "lyap1_mean": -0.19169683754444122, "lyap1_max": -0.12724483013153076, "lyap_volume_mean": -0.2105318307876587, "lyap_volume_max": -0.1462719738483429, "frac_above_star": 0.0 }, { "step": 492, "sup_loss": 0.7900993762526334, "rf_loss": 0.0, "total_loss": 0.7900993762526334, "lyap1_mean": -0.17988303303718567, "lyap1_max": -0.0818774476647377, "lyap_volume_mean": -0.20683038234710693, "lyap_volume_max": -0.14650404453277588, "frac_above_star": 0.0 }, { "step": 493, "sup_loss": 0.5335081141608854, "rf_loss": 0.0, "total_loss": 0.5335081141608854, "lyap1_mean": -0.18679124116897583, "lyap1_max": -0.08863762021064758, "lyap_volume_mean": -0.2097870409488678, "lyap_volume_max": -0.14357322454452515, "frac_above_star": 0.0 }, { "step": 494, "sup_loss": 0.7090464431163185, "rf_loss": 0.0, "total_loss": 0.7090464431163185, "lyap1_mean": -0.16621650755405426, "lyap1_max": -0.07077948749065399, "lyap_volume_mean": -0.1936597228050232, "lyap_volume_max": -0.1451897770166397, "frac_above_star": 0.0 }, { "step": 495, "sup_loss": 0.7800716550725584, "rf_loss": 0.0, "total_loss": 0.7800716550725584, "lyap1_mean": -0.1510636806488037, "lyap1_max": -0.08482386916875839, "lyap_volume_mean": -0.1749269664287567, "lyap_volume_max": -0.13473907113075256, "frac_above_star": 0.0 }, { "step": 496, "sup_loss": 0.5119953860114924, "rf_loss": 0.0, "total_loss": 0.5119953860114924, "lyap1_mean": -0.17062094807624817, "lyap1_max": -0.06541454046964645, "lyap_volume_mean": -0.19961461424827576, "lyap_volume_max": -0.15284165740013123, "frac_above_star": 0.0 }, { "step": 497, "sup_loss": 0.7220021622713957, "rf_loss": 0.0, "total_loss": 0.7220021622713957, "lyap1_mean": -0.1979849636554718, "lyap1_max": -0.1486063003540039, "lyap_volume_mean": -0.20854313671588898, "lyap_volume_max": -0.16176685690879822, "frac_above_star": 0.0 }, { "step": 498, "sup_loss": 0.6977132908258865, "rf_loss": 0.0, "total_loss": 0.6977132908258865, "lyap1_mean": -0.21404415369033813, "lyap1_max": -0.1189897283911705, "lyap_volume_mean": -0.22253352403640747, "lyap_volume_max": -0.15583865344524384, "frac_above_star": 0.0 }, { "step": 499, "sup_loss": 0.5509475551936976, "rf_loss": 0.0, "total_loss": 0.5509475551936976, "lyap1_mean": -0.14295724034309387, "lyap1_max": 0.012188611552119255, "lyap_volume_mean": -0.2022458016872406, "lyap_volume_max": -0.12776145339012146, "frac_above_star": 0.125 } ], "evals": [ { "step": 0, "acc": 0.517578125, "tok_acc": 0.8276668595679012 }, { "step": 100, "acc": 0.55859375, "tok_acc": 0.847632137345679 }, { "step": 200, "acc": 0.6015625, "tok_acc": 0.8596884645061729 }, { "step": 300, "acc": 0.62109375, "tok_acc": 0.8656925154320988 }, { "step": 400, "acc": 0.59375, "tok_acc": 0.8559992283950617 }, { "step": 500, "acc": 0.642578125, "tok_acc": 0.8700086805555556 }, { "step": 500, "acc": 0.642578125, "tok_acc": 0.8700086805555556 } ], "final_acc": 0.642578125, "final_tok_acc": 0.8700086805555556 }