diff --git a/bed/reports/bed_alhena-both_s2_L24000_ctx4096_frdyn_cap_mode_sz32-128-256-512_r4_n30_o0_askany_p75d_gag50_cp4_gc48_ac44_kh50_va1_pt10b4h0_krt16r218_ahdigit1_id100_a48dose.json b/bed/reports/bed_alhena-both_s2_L24000_ctx4096_frdyn_cap_mode_sz32-128-256-512_r4_n30_o0_askany_p75d_gag50_cp4_gc48_ac44_kh50_va1_pt10b4h0_krt16r218_ahdigit1_id100_a48dose.json new file mode 100644 index 0000000000000000000000000000000000000000..3df81d033219d2ecf0a07c24155e801faf348113 --- /dev/null +++ b/bed/reports/bed_alhena-both_s2_L24000_ctx4096_frdyn_cap_mode_sz32-128-256-512_r4_n30_o0_askany_p75d_gag50_cp4_gc48_ac44_kh50_va1_pt10b4h0_krt16r218_ahdigit1_id100_a48dose.json @@ -0,0 +1,11645 @@ +{ + "arm": "alhena-both", + "seed": 2, + "smoke": false, + "steps": 24000, + "micro_batch": 8, + "ctx": 4096, + "lr": 0.001, + "warmup": 100, + "p_plant": 0.75, + "records": 1, + "params": 9215057, + "init": "", + "config": { + "name": "bed-alhena-both", + "d_model": 256, + "n_layers": 6, + "n_heads": 8, + "context": 4096, + "vocab_size": 256, + "tokenizer": "byte-trigram", + "hub_layers": [], + "hub_K": 32, + "hub_D": 16, + "tau": 0.1, + "bank_experts": 7, + "bank_ff": 256, + "head_K": 64, + "head_D": 16, + "head_mode": "", + "head_dial_band": 4.0, + "head_dial_rho": 0.015625, + "gate_init": -3.0, + "tie_embeddings": false, + "hub_chunk": 128, + "hub_const": 1, + "hub_ckpt": 0, + "fusion": null, + "qk_norm": "", + "attn_fp32": false, + "attn_kernel": "sdpa", + "lookup_arm_sites": [], + "lookup_arm_depth": 1, + "attn_rotary": true, + "hub_rotary": false, + "rotary_base": 10000.0, + "hub_rotary_frac": 1.0, + "hub_dual": false, + "pos_table": true, + "bank_byte_table": "add", + "bank_last_fix": "", + "fix_rho": 0.0625, + "fix_warm": 200, + "fix_clamp": [ + 0.25, + 4.0 + ], + "canon": "" + }, + "tokens": 786432000, + "train_minutes": 19.06630297899246, + "tok_per_s": 687453.6722951329, + "final_loss_ema": 1.005815287222839, + "final_bpb_ema": 1.4510847269266982, + "heldout_bpb": 1.4125570913724883, + "heldout_bpb_by_class": { + "lower": 1.4223987000623748, + "upper": 4.41598764061227, + "digit": 3.274526954526476, + "space": 0.3905497165716611, + "newline": 2.0333274379139756, + "punct": 3.127689600019621, + "high": 2.127091899303932 + }, + "heldout_bpb_by_position": { + "row": { + "0-64": 1.921073763635208, + "64-256": 1.5122254406219662, + "256-1024": 1.4146888970721547, + "1024-2048": 1.3952070462113648, + "2048-4096": 1.3951975840399076, + "4096+": null + }, + "row_n": { + "0-64": 8192, + "64-256": 24576, + "256-1024": 98304, + "1024-2048": 131072, + "2048-4096": 262144, + "4096+": 0 + } + }, + "dispatch_off_bpb": 6.484882828841414, + "records_planted_mean": 0.7486354166666667, + "cues": 5, + "dispatch_off_by_class": { + "lower": 6.912618087251407, + "upper": 10.007147833824936, + "digit": 4.483876111862414, + "space": 3.478496812498614, + "newline": 9.591722191742718, + "punct": 8.799801295122153, + "high": 5.704012011060597 + }, + "fetch": { + "64": { + "n": 64, + "value_bits": 15.93360559340508, + "first_byte": 0.3125, + "all_five": 0.046875 + }, + "256": { + "n": 64, + "value_bits": 17.65859439777496, + "first_byte": 0.09375, + "all_five": 0.0 + }, + "512": { + "n": 64, + "value_bits": 23.280254778874667, + "first_byte": 0.03125, + "all_five": 0.0 + }, + "896": { + "n": 64, + "value_bits": 25.63135781756122, + "first_byte": 0.046875, + "all_five": 0.0 + } + }, + "dispatch_census": { + "b0": { + "lower": { + "abs_mean": [ + 1.9299, + 0.1873, + 0.795, + 0.1547, + 0.4009, + 0.1928, + 0.0732 + ], + "dominant": 0, + "home_share": 0.5169, + "entropy_bits": 2.052 + }, + "upper": { + "abs_mean": [ + 0.9421, + 1.622, + 0.7536, + 0.0777, + 0.2172, + 0.3165, + 0.3353 + ], + "dominant": 1, + "home_share": 0.3804, + "entropy_bits": 2.345 + }, + "digit": { + "abs_mean": [ + 0.1363, + 0.3604, + 1.3232, + 0.1205, + 0.115, + 0.3152, + 0.1606 + ], + "dominant": 2, + "home_share": 0.5228, + "entropy_bits": 2.155 + }, + "space": { + "abs_mean": [ + 0.3005, + 0.0563, + 0.4889, + 2.6126, + 0.2726, + 0.0656, + 0.2237 + ], + "dominant": 3, + "home_share": 0.6499, + "entropy_bits": 1.732 + }, + "newline": { + "abs_mean": [ + 0.1298, + 0.1841, + 0.2987, + 1.1231, + 0.7905, + 0.3799, + 0.5491 + ], + "dominant": 3, + "home_share": 0.2288, + "entropy_bits": 2.494 + }, + "punct": { + "abs_mean": [ + 0.5631, + 0.1828, + 0.5045, + 0.6421, + 0.4367, + 1.0224, + 0.6695 + ], + "dominant": 5, + "home_share": 0.2543, + "entropy_bits": 2.679 + }, + "high": { + "abs_mean": [ + 0.2914, + 0.0825, + 0.3016, + 0.1802, + 0.2194, + 0.1276, + 1.6788 + ], + "dominant": 6, + "home_share": 0.5826, + "entropy_bits": 2.008 + } + }, + "mid": { + "lower": { + "abs_mean": [ + 2.4869, + 0.0785, + 1.5024, + 0.0907, + 0.2163, + 0.1067, + 0.5739 + ], + "dominant": 0, + "home_share": 0.4919, + "entropy_bits": 1.889 + }, + "upper": { + "abs_mean": [ + 0.3887, + 1.9517, + 0.3745, + 0.2323, + 0.2273, + 0.0829, + 0.264 + ], + "dominant": 1, + "home_share": 0.5542, + "entropy_bits": 2.088 + }, + "digit": { + "abs_mean": [ + 0.0996, + 0.1081, + 1.0426, + 0.083, + 0.0865, + 0.0572, + 0.1573 + ], + "dominant": 2, + "home_share": 0.6379, + "entropy_bits": 1.856 + }, + "space": { + "abs_mean": [ + 0.2945, + 0.0332, + 0.5081, + 2.9749, + 0.146, + 0.0569, + 0.1803 + ], + "dominant": 3, + "home_share": 0.7093, + "entropy_bits": 1.493 + }, + "newline": { + "abs_mean": [ + 0.0643, + 0.0421, + 0.2053, + 1.1062, + 1.099, + 0.3117, + 0.0716 + ], + "dominant": 3, + "home_share": 0.3789, + "entropy_bits": 2.02 + }, + "punct": { + "abs_mean": [ + 0.0456, + 0.0441, + 0.4176, + 0.7431, + 0.0459, + 1.9976, + 0.0948 + ], + "dominant": 5, + "home_share": 0.5895, + "entropy_bits": 1.695 + }, + "high": { + "abs_mean": [ + 0.0835, + 0.1261, + 0.2913, + 0.2697, + 0.0753, + 0.1847, + 1.6544 + ], + "dominant": 6, + "home_share": 0.6162, + "entropy_bits": 1.884 + } + }, + "last": { + "lower": { + "abs_mean": [ + 1.9793, + 0.2117, + 0.2391, + 0.5503, + 1.529, + 0.1706, + 0.0992 + ], + "dominant": 0, + "home_share": 0.4141, + "entropy_bits": 2.115 + }, + "upper": { + "abs_mean": [ + 0.3214, + 1.2513, + 0.449, + 0.1016, + 0.7849, + 0.0759, + 0.2443 + ], + "dominant": 1, + "home_share": 0.3876, + "entropy_bits": 2.319 + }, + "digit": { + "abs_mean": [ + 0.2269, + 0.2164, + 1.5266, + 0.262, + 0.4734, + 0.0754, + 0.1436 + ], + "dominant": 2, + "home_share": 0.5221, + "entropy_bits": 2.14 + }, + "space": { + "abs_mean": [ + 0.107, + 0.0432, + 0.0564, + 2.1441, + 0.1206, + 0.1069, + 0.2331 + ], + "dominant": 3, + "home_share": 0.7627, + "entropy_bits": 1.355 + }, + "newline": { + "abs_mean": [ + 0.3115, + 0.0171, + 0.1051, + 1.1184, + 1.4302, + 0.3246, + 0.5267 + ], + "dominant": 4, + "home_share": 0.3731, + "entropy_bits": 2.216 + }, + "punct": { + "abs_mean": [ + 0.0631, + 0.0563, + 0.092, + 0.2912, + 0.2207, + 1.5845, + 0.2146 + ], + "dominant": 5, + "home_share": 0.6282, + "entropy_bits": 1.821 + }, + "high": { + "abs_mean": [ + 0.3464, + 0.0679, + 0.0573, + 0.1315, + 0.3333, + 0.18, + 1.4627 + ], + "dominant": 6, + "home_share": 0.5671, + "entropy_bits": 1.982 + } + } + }, + "curve": [ + { + "step": 1, + "loss": 5.7107977867126465, + "ema": 5.7107977867126465, + "lr": 1e-05, + "value_bits": { + "0": null, + "128": null, + "256": 7.8374255100526735, + "512": 8.04104929971102, + "w": null + }, + "value_n": { + "0": 0, + "128": 0, + "256": 6, + "512": 6, + "w": 0 + }, + "value_bits_window": { + "0": null, + "128": null, + "256": 7.8374255100526735, + "512": 8.04104929971102, + "w": null + } + }, + { + "step": 101, + "loss": 2.6574411392211914, + "ema": 3.598208337056561, + "lr": 0.001, + "value_bits": { + "0": 6.5758997664721015, + "128": 6.576569671359116, + "256": 6.525569274771227, + "512": 6.655327667626931, + "w": null + }, + "value_n": { + "0": 390, + "128": 372, + "256": 420, + "512": 636, + "w": 0 + }, + "value_bits_window": { + "0": 6.5758997664721015, + "128": 6.576569671359116, + "256": 6.506556865564249, + "512": 6.642130318749941, + "w": null + } + }, + { + "step": 201, + "loss": 2.221290349960327, + "ema": 2.3927654530576805, + "lr": 0.0009999611241221994, + "value_bits": { + "0": 6.209202267625881, + "128": 6.192942456516053, + "256": 6.064777367001176, + "512": 6.198466919270848, + "w": null + }, + "value_n": { + "0": 726, + "128": 684, + "256": 930, + "512": 1332, + "w": 0 + }, + "value_bits_window": { + "0": 5.783571242179375, + "128": 5.735540777280095, + "256": 5.68530167824937, + "512": 5.780990718186841, + "w": null + } + }, + { + "step": 301, + "loss": 1.933610439300537, + "ema": 2.022924974771138, + "lr": 0.0009998445032058376, + "value_bits": { + "0": 6.013978021090987, + "128": 5.990346295607227, + "256": 5.963070212578428, + "512": 6.101142875873309, + "w": null + }, + "value_n": { + "0": 1200, + "128": 1038, + "256": 1344, + "512": 1890, + "w": 0 + }, + "value_bits_window": { + "0": 5.714963668803366, + "128": 5.598889306732549, + "256": 5.7345976193099375, + "512": 5.868820965827571, + "w": null + } + }, + { + "step": 401, + "loss": 1.8698967695236206, + "ema": 1.8981455475043998, + "lr": 0.0009996501574008718, + "value_bits": { + "0": 5.921142496800536, + "128": 5.961836754090364, + "256": 5.9118727095764685, + "512": 6.013378371093142, + "w": null + }, + "value_n": { + "0": 1590, + "128": 1428, + "256": 1758, + "512": 2520, + "w": 0 + }, + "value_bits_window": { + "0": 5.635494729752995, + "128": 5.885957512822405, + "256": 5.745666323019381, + "512": 5.750084856752642, + "w": null + } + }, + { + "step": 501, + "loss": 1.7868695259094238, + "ema": 1.82002800189037, + "lr": 0.0009993781202866968, + "value_bits": { + "0": 5.82394330245189, + "128": 5.87137245813567, + "256": 5.856759553937265, + "512": 5.981999403499876, + "w": null + }, + "value_n": { + "0": 1992, + "128": 1776, + "256": 2268, + "512": 3078, + "w": 0 + }, + "value_bits_window": { + "0": 5.439498727789332, + "128": 5.500156898873299, + "256": 5.6667812644985975, + "512": 5.840287936949641, + "w": null + } + }, + { + "step": 601, + "loss": 1.7495825290679932, + "ema": 1.7721503657350917, + "lr": 0.0009990284388663418, + "value_bits": { + "0": 5.734376355043979, + "128": 5.770733986048411, + "256": 5.797409683457458, + "512": 5.934958921216951, + "w": null + }, + "value_n": { + "0": 2454, + "128": 2076, + "256": 2724, + "512": 3588, + "w": 0 + }, + "value_bits_window": { + "0": 5.348191594791687, + "128": 5.174954231291837, + "256": 5.5022221697552585, + "512": 5.651055775203527, + "w": null + } + }, + { + "step": 701, + "loss": 1.793586015701294, + "ema": 1.7414993333643398, + "lr": 0.0009986011735583502, + "value_bits": { + "0": 5.628007368364136, + "128": 5.700406380233506, + "256": 5.742954853020066, + "512": 5.8746961090324765, + "w": null + }, + "value_n": { + "0": 2946, + "128": 2430, + "256": 3126, + "512": 4110, + "w": 0 + }, + "value_bits_window": { + "0": 5.097459617729311, + "128": 5.287976691895254, + "256": 5.373962419906995, + "512": 5.460475859764488, + "w": null + } + }, + { + "step": 801, + "loss": 1.6493452787399292, + "ema": 1.7037343389554431, + "lr": 0.000998096398186339, + "value_bits": { + "0": 5.524439469074408, + "128": 5.6066015232572814, + "256": 5.653863851548437, + "512": 5.797725358972302, + "w": null + }, + "value_n": { + "0": 3402, + "128": 2778, + "256": 3594, + "512": 4626, + "w": 0 + }, + "value_bits_window": { + "0": 4.855336330242086, + "128": 4.951584849543982, + "256": 5.058781649411018, + "512": 5.184644384655796, + "w": null + } + }, + { + "step": 901, + "loss": 1.7029080390930176, + "ema": 1.6687412553647392, + "lr": 0.0009975141999662442, + "value_bits": { + "0": 5.445815798845007, + "128": 5.5291981941730635, + "256": 5.579906174870347, + "512": 5.712772942892313, + "w": null + }, + "value_n": { + "0": 3822, + "128": 3138, + "256": 4008, + "512": 5166, + "w": 0 + }, + "value_bits_window": { + "0": 4.808964069986861, + "128": 4.931902504739856, + "256": 4.937867793273594, + "512": 4.985013911807067, + "w": null + } + }, + { + "step": 1001, + "loss": 1.5440231561660767, + "ema": 1.618198126471531, + "lr": 0.0009968546794912525, + "value_bits": { + "0": 5.3653076493108465, + "128": 5.4472804132854895, + "256": 5.5001047505494585, + "512": 5.641461888592339, + "w": null + }, + "value_n": { + "0": 4314, + "128": 3540, + "256": 4476, + "512": 5634, + "w": 0 + }, + "value_bits_window": { + "0": 4.739896780368647, + "128": 4.807832660983974, + "256": 4.816677167903902, + "512": 4.85429755843494, + "w": null + } + }, + { + "step": 1101, + "loss": 1.5173519849777222, + "ema": 1.5685437719851898, + "lr": 0.0009961179507144186, + "value_bits": { + "0": 5.295810537590795, + "128": 5.376543113646359, + "256": 5.413974166701753, + "512": 5.581797922100461, + "w": null + }, + "value_n": { + "0": 4788, + "128": 3894, + "256": 5016, + "512": 6096, + "w": 0 + }, + "value_bits_window": { + "0": 4.663298849910835, + "128": 4.669170117255061, + "256": 4.700047327252997, + "512": 4.854207473582615, + "w": null + } + }, + { + "step": 1201, + "loss": 1.4921362400054932, + "ema": 1.527129261833426, + "lr": 0.0009953041409289777, + "value_bits": { + "0": 5.228324460537304, + "128": 5.316046341480643, + "256": 5.3457810582954615, + "512": 5.510943389147968, + "w": null + }, + "value_n": { + "0": 5262, + "128": 4230, + "256": 5490, + "512": 6660, + "w": 0 + }, + "value_bits_window": { + "0": 4.5466296568830495, + "128": 4.614931964060104, + "256": 4.6241425946541925, + "512": 4.7451114159593235, + "w": null + } + }, + { + "step": 1301, + "loss": 1.551696538925171, + "ema": 1.4964809628761777, + "lr": 0.000994413390746351, + "value_bits": { + "0": 5.16144465244994, + "128": 5.2601678140562615, + "256": 5.285407902677824, + "512": 5.436931697434077, + "w": null + }, + "value_n": { + "0": 5694, + "128": 4542, + "256": 5952, + "512": 7290, + "w": 0 + }, + "value_bits_window": { + "0": 4.346811434496904, + "128": 4.502583932629561, + "256": 4.5679866378708365, + "512": 4.654522385030092, + "w": null + } + }, + { + "step": 1401, + "loss": 1.4058103561401367, + "ema": 1.4391337554525592, + "lr": 0.000993445854071851, + "value_bits": { + "0": 5.076277533830416, + "128": 5.1769358300213515, + "256": 5.212068730085863, + "512": 5.34998861858737, + "w": null + }, + "value_n": { + "0": 6054, + "128": 4884, + "256": 6414, + "512": 7866, + "w": 0 + }, + "value_bits_window": { + "0": 3.7292176076649373, + "128": 4.071556673627883, + "256": 4.267231597472543, + "512": 4.249615276933729, + "w": null + } + }, + { + "step": 1501, + "loss": 1.4277769327163696, + "ema": 1.3996670517696561, + "lr": 0.0009924016980780884, + "value_bits": { + "0": 4.969923016771903, + "128": 5.06729289264045, + "256": 5.130421806773068, + "512": 5.234052151676065, + "w": null + }, + "value_n": { + "0": 6414, + "128": 5244, + "256": 6780, + "512": 8484, + "w": 0 + }, + "value_bits_window": { + "0": 3.181394554904576, + "128": 3.579803708839556, + "256": 3.699592937570154, + "512": 3.758394791280718, + "w": null + } + }, + { + "step": 1601, + "loss": 1.3616713285446167, + "ema": 1.3800376359489057, + "lr": 0.0009912811031760893, + "value_bits": { + "0": 4.849859035906083, + "128": 4.962911753939983, + "256": 4.9882056582983, + "512": 5.133760806844367, + "w": null + }, + "value_n": { + "0": 6822, + "128": 5568, + "256": 7326, + "512": 9012, + "w": 0 + }, + "value_bits_window": { + "0": 2.9623826308243006, + "128": 3.273483694232432, + "256": 3.2222249135017336, + "512": 3.5222612432986793, + "w": null + } + }, + { + "step": 1701, + "loss": 1.3347078561782837, + "ema": 1.3564743205404304, + "lr": 0.0009900842629841226, + "value_bits": { + "0": 4.691105252588116, + "128": 4.832185058259078, + "256": 4.87319756027013, + "512": 5.015716555499643, + "w": null + }, + "value_n": { + "0": 7314, + "128": 5928, + "256": 7722, + "512": 9564, + "w": 0 + }, + "value_bits_window": { + "0": 2.4898485253621696, + "128": 2.810278831727751, + "256": 2.745547746748988, + "512": 3.0885158433281545, + "w": null + } + }, + { + "step": 1801, + "loss": 1.3461790084838867, + "ema": 1.3388197237570438, + "lr": 0.0009888113842942462, + "value_bits": { + "0": 4.53224246062953, + "128": 4.7009606194602815, + "256": 4.732502731327472, + "512": 4.923111757648167, + "w": null + }, + "value_n": { + "0": 7800, + "128": 6270, + "256": 8190, + "512": 9984, + "w": 0 + }, + "value_bits_window": { + "0": 2.1414555051046347, + "128": 2.4264036802811377, + "256": 2.4110380537736056, + "512": 2.814368218001702, + "w": null + } + }, + { + "step": 1901, + "loss": 1.322317361831665, + "ema": 1.3272451990451062, + "lr": 0.0009874626870365775, + "value_bits": { + "0": 4.424864663678195, + "128": 4.569726929357107, + "256": 4.5998644002136215, + "512": 4.796142405784444, + "w": null + }, + "value_n": { + "0": 8160, + "128": 6618, + "256": 8628, + "512": 10560, + "w": 0 + }, + "value_bits_window": { + "0": 2.0983457297326082, + "128": 2.2052578576706034, + "256": 2.119709304728621, + "512": 2.595340306813247, + "w": null + } + }, + { + "step": 2001, + "loss": 1.2891669273376465, + "ema": 1.3212227497202842, + "lr": 0.000986038404241293, + "value_bits": { + "0": 4.309899635007934, + "128": 4.443475433592633, + "256": 4.465913877137656, + "512": 4.672865787663784, + "w": null + }, + "value_n": { + "0": 8610, + "128": 6954, + "256": 9114, + "512": 11100, + "w": 0 + }, + "value_bits_window": { + "0": 2.2252004484538612, + "128": 1.9567718652316648, + "256": 2.0878786649989056, + "512": 2.262123033304228, + "w": null + } + }, + { + "step": 2101, + "loss": 1.3187772035598755, + "ema": 1.2999827889217115, + "lr": 0.000984538781998366, + "value_bits": { + "0": 4.181777353306822, + "128": 4.309444299655162, + "256": 4.360289434637204, + "512": 4.548365354093477, + "w": null + }, + "value_n": { + "0": 9066, + "128": 7302, + "256": 9522, + "512": 11682, + "w": 0 + }, + "value_bits_window": { + "0": 1.7626263764503027, + "128": 1.631132502525336, + "256": 2.000825785252102, + "512": 2.1738725488865724, + "w": null + } + }, + { + "step": 2201, + "loss": 1.2697677612304688, + "ema": 1.2839315213849283, + "lr": 0.0009829640794150455, + "value_bits": { + "0": 4.079491094355147, + "128": 4.196817443595137, + "256": 4.224134911786358, + "512": 4.4250886560681995, + "w": null + }, + "value_n": { + "0": 9444, + "128": 7608, + "256": 10050, + "512": 12270, + "w": 0 + }, + "value_bits_window": { + "0": 1.6262444709268757, + "128": 1.5092314862412188, + "256": 1.7687118690103039, + "512": 1.9759077269333536, + "w": null + } + }, + { + "step": 2301, + "loss": 1.2888247966766357, + "ema": 1.2784605462784828, + "lr": 0.000981314568571088, + "value_bits": { + "0": 3.9718718465396385, + "128": 4.080899421873926, + "256": 4.101827366613568, + "512": 4.312654748641867, + "w": null + }, + "value_n": { + "0": 9864, + "128": 7926, + "256": 10536, + "512": 12810, + "w": 0 + }, + "value_bits_window": { + "0": 1.5519761885166314, + "128": 1.3076154305060776, + "256": 1.572628130015756, + "512": 1.7579065187879763, + "w": null + } + }, + { + "step": 2401, + "loss": 1.2370719909667969, + "ema": 1.2589070426535915, + "lr": 0.0009795905344717468, + "value_bits": { + "0": 3.8510623598720923, + "128": 3.95914775693734, + "256": 4.002476716773844, + "512": 4.216724074359583, + "w": null + }, + "value_n": { + "0": 10374, + "128": 8316, + "256": 10956, + "512": 13272, + "w": 0 + }, + "value_bits_window": { + "0": 1.5144647589139033, + "128": 1.4847793049184193, + "256": 1.5101947007944831, + "512": 1.5568281056235456, + "w": null + } + }, + { + "step": 2501, + "loss": 1.2447961568832397, + "ema": 1.249103852858044, + "lr": 0.0009777922749985284, + "value_bits": { + "0": 3.7246308370387338, + "128": 3.8409524480008783, + "256": 3.9221589424871572, + "512": 4.112744744486629, + "w": null + }, + "value_n": { + "0": 10902, + "128": 8706, + "256": 11310, + "512": 13812, + "w": 0 + }, + "value_bits_window": { + "0": 1.2405387577333131, + "128": 1.320664783601863, + "256": 1.4363918942246026, + "512": 1.5571638813869073, + "w": null + } + }, + { + "step": 2601, + "loss": 1.2655446529388428, + "ema": 1.252586806383145, + "lr": 0.0009759201008577241, + "value_bits": { + "0": 3.6155313847736146, + "128": 3.741534715803271, + "256": 3.8204168917094643, + "512": 4.015191721848474, + "w": null + }, + "value_n": { + "0": 11382, + "128": 9042, + "256": 11766, + "512": 14376, + "w": 0 + }, + "value_bits_window": { + "0": 1.1376100752021026, + "128": 1.165550261897405, + "256": 1.2969462901838043, + "512": 1.626180465326847, + "w": null + } + }, + { + "step": 2701, + "loss": 1.2615398168563843, + "ema": 1.2482117176935137, + "lr": 0.0009739743355267254, + "value_bits": { + "0": 3.5299734072013553, + "128": 3.649672200128212, + "256": 3.7285786580155964, + "512": 3.9159819221801992, + "w": null + }, + "value_n": { + "0": 11826, + "128": 9384, + "256": 12198, + "512": 14970, + "w": 0 + }, + "value_bits_window": { + "0": 1.3366830902476257, + "128": 1.2209562155262208, + "256": 1.227262320881206, + "512": 1.5149043463702416, + "w": null + } + }, + { + "step": 2801, + "loss": 1.1969317197799683, + "ema": 1.235096531360683, + "lr": 0.0009719553151981335, + "value_bits": { + "0": 3.4350674552583618, + "128": 3.5783198009440995, + "256": 3.626638792337191, + "512": 3.8300384755085712, + "w": null + }, + "value_n": { + "0": 12294, + "128": 9672, + "256": 12714, + "512": 15510, + "w": 0 + }, + "value_bits_window": { + "0": 1.0368670542373206, + "128": 1.2534207941951008, + "256": 1.2168277815907063, + "512": 1.4474951483339822, + "w": null + } + }, + { + "step": 2901, + "loss": 1.2258639335632324, + "ema": 1.2330210172194844, + "lr": 0.0009698633887216711, + "value_bits": { + "0": 3.3410449211396878, + "128": 3.4892544459191313, + "256": 3.523374818089655, + "512": 3.7370378536026294, + "w": null + }, + "value_n": { + "0": 12750, + "128": 10026, + "256": 13236, + "512": 16104, + "w": 0 + }, + "value_bits_window": { + "0": 0.8061479157559683, + "128": 1.0558077967623538, + "256": 1.0082442269341516, + "512": 1.3086882816141558, + "w": null + } + }, + { + "step": 3001, + "loss": 1.1844463348388672, + "ema": 1.224992120646518, + "lr": 0.0009676989175439071, + "value_bits": { + "0": 3.2591194544519246, + "128": 3.398425921149817, + "256": 3.45453483288356, + "512": 3.6422562836141994, + "w": null + }, + "value_n": { + "0": 13164, + "128": 10380, + "256": 13608, + "512": 16716, + "w": 0 + }, + "value_bits_window": { + "0": 0.7360525455896615, + "128": 0.8259773637002648, + "256": 1.0051637463570116, + "512": 1.1482000694088517, + "w": null + } + }, + { + "step": 3101, + "loss": 1.2221550941467285, + "ema": 1.2198185400185415, + "lr": 0.000965462275645806, + "value_bits": { + "0": 3.1748073159135815, + "128": 3.322089338961812, + "256": 3.376038993355748, + "512": 3.5711038483834883, + "w": null + }, + "value_n": { + "0": 13584, + "128": 10698, + "256": 14058, + "512": 17208, + "w": 0 + }, + "value_bits_window": { + "0": 0.5322240022975215, + "128": 0.8303480713156255, + "256": 1.0023248060347354, + "512": 1.1536564757888401, + "w": null + } + }, + { + "step": 3201, + "loss": 1.185688853263855, + "ema": 1.219356898324572, + "lr": 0.0009631538494781107, + "value_bits": { + "0": 3.0834664512806254, + "128": 3.2429798923516193, + "256": 3.307363687611272, + "512": 3.489202702515678, + "w": null + }, + "value_n": { + "0": 14100, + "128": 11046, + "256": 14442, + "512": 17808, + "w": 0 + }, + "value_bits_window": { + "0": 0.67886508466419, + "128": 0.8110463870762151, + "256": 0.7932036663720743, + "512": 1.1402778390268775, + "w": null + } + }, + { + "step": 3301, + "loss": 1.1897211074829102, + "ema": 1.2108991894642116, + "lr": 0.0009607740378945705, + "value_bits": { + "0": 3.0160767056599034, + "128": 3.1711125043127617, + "256": 3.2299433122357555, + "512": 3.4209341831393054, + "w": null + }, + "value_n": { + "0": 14472, + "128": 11364, + "256": 14934, + "512": 18336, + "w": 0 + }, + "value_bits_window": { + "0": 0.4617879603583409, + "128": 0.6747377613026058, + "256": 0.9573720496885936, + "512": 1.1184232114452854, + "w": null + } + }, + { + "step": 3401, + "loss": 1.2462096214294434, + "ema": 1.2179957345917942, + "lr": 0.0009583232520830267, + "value_bits": { + "0": 2.943493296544544, + "128": 3.112813744586044, + "256": 3.1655747685779296, + "512": 3.3450255978914836, + "w": null + }, + "value_n": { + "0": 14916, + "128": 11658, + "256": 15336, + "512": 18912, + "w": 0 + }, + "value_bits_window": { + "0": 0.5776665021358022, + "128": 0.8593882155574217, + "256": 0.7743314079163153, + "512": 0.9286023008358231, + "w": null + } + }, + { + "step": 3501, + "loss": 1.1512603759765625, + "ema": 1.2113876699776311, + "lr": 0.0009558019154943671, + "value_bits": { + "0": 2.884727258793834, + "128": 3.0394790510467566, + "256": 3.0951900632325406, + "512": 3.2868880915427057, + "w": null + }, + "value_n": { + "0": 15306, + "128": 12048, + "256": 15864, + "512": 19434, + "w": 0 + }, + "value_bits_window": { + "0": 0.6371523380513088, + "128": 0.8473358272492957, + "256": 1.0508343034278267, + "512": 1.1805729189984702, + "w": null + } + }, + { + "step": 3601, + "loss": 1.2583454847335815, + "ema": 1.2103400886323077, + "lr": 0.0009532104637693609, + "value_bits": { + "0": 2.8156487209608803, + "128": 2.984857046380666, + "256": 3.0348833391201104, + "512": 3.2225580596002175, + "w": null + }, + "value_n": { + "0": 15786, + "128": 12372, + "256": 16326, + "512": 20034, + "w": 0 + }, + "value_bits_window": { + "0": 0.6129068458125647, + "128": 0.9537276876860147, + "256": 0.9640914098569231, + "512": 1.138908324983024, + "w": null + } + }, + { + "step": 3701, + "loss": 1.1137678623199463, + "ema": 1.2004162979184756, + "lr": 0.0009505493446633887, + "value_bits": { + "0": 2.761909991704223, + "128": 2.9288052876344555, + "256": 2.992581058863805, + "512": 3.1622565096456094, + "w": null + }, + "value_n": { + "0": 16230, + "128": 12726, + "256": 16704, + "512": 20670, + "w": 0 + }, + "value_bits_window": { + "0": 0.8512803069168496, + "128": 0.9698438209448769, + "256": 1.1655254306509901, + "512": 1.262757686075458, + "w": null + } + }, + { + "step": 3801, + "loss": 1.1882530450820923, + "ema": 1.1988879872450346, + "lr": 0.0009478190179690779, + "value_bits": { + "0": 2.7107032603980925, + "128": 2.887364559502226, + "256": 2.9389224210560005, + "512": 3.1150697268646517, + "w": null + }, + "value_n": { + "0": 16656, + "128": 13020, + "256": 17184, + "512": 21240, + "w": 0 + }, + "value_bits_window": { + "0": 0.7597989197912942, + "128": 1.0935730417785758, + "256": 1.0716018253444084, + "512": 1.4039279723341276, + "w": null + } + }, + { + "step": 3901, + "loss": 1.2336963415145874, + "ema": 1.1948301441324967, + "lr": 0.0009450199554368591, + "value_bits": { + "0": 2.6446631469468938, + "128": 2.8477526123270915, + "256": 2.89326272727395, + "512": 3.0611353887984065, + "w": null + }, + "value_n": { + "0": 17184, + "128": 13308, + "256": 17586, + "512": 21840, + "w": 0 + }, + "value_bits_window": { + "0": 0.5613977498954452, + "128": 1.0569625004512175, + "256": 0.9414811900829999, + "512": 1.151859821253339, + "w": null + } + }, + { + "step": 4001, + "loss": 1.1963722705841064, + "ema": 1.1887364597140757, + "lr": 0.0009421526406934568, + "value_bits": { + "0": 2.5793204237080545, + "128": 2.801412517350946, + "256": 2.83669498004848, + "512": 3.0085892944247545, + "w": null + }, + "value_n": { + "0": 17688, + "128": 13620, + "256": 18078, + "512": 22398, + "w": 0 + }, + "value_bits_window": { + "0": 0.35144471708857317, + "128": 0.8248292354838325, + "256": 0.8147429420258918, + "512": 0.9519464608753625, + "w": null + } + }, + { + "step": 4101, + "loss": 1.197949767112732, + "ema": 1.19152967925315, + "lr": 0.0009392175691583268, + "value_bits": { + "0": 2.5188544243748767, + "128": 2.7619796154700995, + "256": 2.7793370505623174, + "512": 2.9630417579248656, + "w": null + }, + "value_n": { + "0": 18186, + "128": 13890, + "256": 18618, + "512": 22932, + "w": 0 + }, + "value_bits_window": { + "0": 0.37121868902297883, + "128": 0.7728087872584921, + "256": 0.8591210334311087, + "512": 1.0526040752946824, + "w": null + } + }, + { + "step": 4201, + "loss": 1.186316728591919, + "ema": 1.188731250309562, + "lr": 0.0009362152479580571, + "value_bits": { + "0": 2.4614071894376206, + "128": 2.71368550048061, + "256": 2.7318575819996123, + "512": 2.9177095155852624, + "w": null + }, + "value_n": { + "0": 18660, + "128": 14220, + "256": 19068, + "512": 23472, + "w": 0 + }, + "value_bits_window": { + "0": 0.2573240363385911, + "128": 0.6809422968320986, + "256": 0.7674737026653127, + "512": 0.9926002908967743, + "w": null + } + }, + { + "step": 4301, + "loss": 1.1293857097625732, + "ema": 1.1787977310479085, + "lr": 0.0009331461958387462, + "value_bits": { + "0": 2.409961394154294, + "128": 2.6613013894714608, + "256": 2.681438598091695, + "512": 2.8722443496660377, + "w": null + }, + "value_n": { + "0": 19098, + "128": 14574, + "256": 19566, + "512": 24042, + "w": 0 + }, + "value_bits_window": { + "0": 0.2182295677002449, + "128": 0.5570582862225831, + "256": 0.7509382262921513, + "512": 1.0000366751817544, + "w": null + } + }, + { + "step": 4401, + "loss": 1.1760292053222656, + "ema": 1.172451212885294, + "lr": 0.0009300109430763723, + "value_bits": { + "0": 2.3605690045466226, + "128": 2.624232272787345, + "256": 2.6301325554621617, + "512": 2.827469453176921, + "w": null + }, + "value_n": { + "0": 19542, + "128": 14862, + "256": 20076, + "512": 24594, + "w": 0 + }, + "value_bits_window": { + "0": 0.2360287866923067, + "128": 0.748380513918237, + "256": 0.6617913199926692, + "512": 0.8773280376129096, + "w": null + } + }, + { + "step": 4501, + "loss": 1.1579253673553467, + "ema": 1.16542943244423, + "lr": 0.0009268100313851724, + "value_bits": { + "0": 2.3184065608129623, + "128": 2.5707517624040856, + "256": 2.5890932579462524, + "512": 2.791909915292949, + "w": null + }, + "value_n": { + "0": 19956, + "128": 15288, + "256": 20538, + "512": 25056, + "w": 0 + }, + "value_bits_window": { + "0": 0.32821700660238623, + "128": 0.7049598719909391, + "256": 0.8057492386185436, + "512": 0.8989417881968258, + "w": null + } + }, + { + "step": 4601, + "loss": 1.1573072671890259, + "ema": 1.1684561566218967, + "lr": 0.000923544013824043, + "value_bits": { + "0": 2.2817701140028945, + "128": 2.5207787264021264, + "256": 2.554036801165702, + "512": 2.7445406703586905, + "w": null + }, + "value_n": { + "0": 20364, + "128": 15678, + "256": 20940, + "512": 25674, + "w": 0 + }, + "value_bits_window": { + "0": 0.4898168479692624, + "128": 0.5618357151253152, + "256": 0.7630181211683484, + "512": 0.8240167204027202, + "w": null + } + }, + { + "step": 4701, + "loss": 1.201209545135498, + "ema": 1.161666502969003, + "lr": 0.0009202134547009826, + "value_bits": { + "0": 2.229242335049339, + "128": 2.4758613677431325, + "256": 2.5095748299167178, + "512": 2.703490365714398, + "w": null + }, + "value_n": { + "0": 20880, + "128": 16032, + "256": 21414, + "512": 26208, + "w": 0 + }, + "value_bits_window": { + "0": 0.15622743076601073, + "128": 0.48655529696431593, + "256": 0.5453687582843695, + "512": 0.7298470671421827, + "w": null + } + }, + { + "step": 4801, + "loss": 1.183471918106079, + "ema": 1.1599812117545407, + "lr": 0.0009168189294755883, + "value_bits": { + "0": 2.184592239014927, + "128": 2.4345817916881614, + "256": 2.4719442377443035, + "512": 2.6614313031639565, + "w": null + }, + "value_n": { + "0": 21348, + "128": 16368, + "256": 21810, + "512": 26778, + "w": 0 + }, + "value_bits_window": { + "0": 0.1925110313257638, + "128": 0.4649563056366813, + "256": 0.4370414579966352, + "512": 0.7275998797920739, + "w": null + } + }, + { + "step": 4901, + "loss": 1.1756306886672974, + "ema": 1.16029053983271, + "lr": 0.0009133610246596288, + "value_bits": { + "0": 2.1408107236841363, + "128": 2.401130167259157, + "256": 2.432209926982368, + "512": 2.612654173691815, + "w": null + }, + "value_n": { + "0": 21858, + "128": 16650, + "256": 22248, + "512": 27414, + "w": 0 + }, + "value_bits_window": { + "0": 0.30816799960234026, + "128": 0.4595124769969494, + "256": 0.4536589732887271, + "512": 0.5589529582751569, + "w": null + } + }, + { + "step": 5001, + "loss": 1.1546556949615479, + "ema": 1.1548440538399356, + "lr": 0.0009098403377157046, + "value_bits": { + "0": 2.098687279060109, + "128": 2.3606876423985796, + "256": 2.3980656095402972, + "512": 2.579045527546436, + "w": null + }, + "value_n": { + "0": 22338, + "128": 16998, + "256": 22638, + "512": 27912, + "w": 0 + }, + "value_bits_window": { + "0": 0.18049091949347015, + "128": 0.4257220132933603, + "256": 0.4502636237680094, + "512": 0.7289502957604534, + "w": null + } + }, + { + "step": 5101, + "loss": 1.1866825819015503, + "ema": 1.1506931659513553, + "lr": 0.0009062574769540168, + "value_bits": { + "0": 2.0634136043216893, + "128": 2.3217549537382736, + "256": 2.359843236949305, + "512": 2.5412680620286334, + "w": null + }, + "value_n": { + "0": 22758, + "128": 17334, + "256": 23112, + "512": 28440, + "w": 0 + }, + "value_bits_window": { + "0": 0.1873580178768768, + "128": 0.35217804347670967, + "256": 0.5343620751035743, + "512": 0.5442138621556921, + "w": null + } + }, + { + "step": 5201, + "loss": 1.212810754776001, + "ema": 1.1467335965942878, + "lr": 0.0009026130614272647, + "value_bits": { + "0": 2.0211199549728143, + "128": 2.283688132066758, + "256": 2.3167017012674114, + "512": 2.505579505843011, + "w": null + }, + "value_n": { + "0": 23286, + "128": 17682, + "256": 23616, + "512": 28944, + "w": 0 + }, + "value_bits_window": { + "0": 0.19816754610595647, + "128": 0.3875666181183478, + "256": 0.33835413642625894, + "512": 0.49172526394002347, + "w": null + } + }, + { + "step": 5301, + "loss": 1.1526947021484375, + "ema": 1.1430814985718707, + "lr": 0.0008989077208236816, + "value_bits": { + "0": 1.9907238478789666, + "128": 2.254982645172029, + "256": 2.2754323366550295, + "512": 2.4649988391444078, + "w": null + }, + "value_n": { + "0": 23664, + "128": 17946, + "256": 24138, + "512": 29574, + "w": 0 + }, + "value_bits_window": { + "0": 0.1182271553198862, + "128": 0.3323674206546067, + "256": 0.4083493583293432, + "512": 0.6006070662485816, + "w": null + } + }, + { + "step": 5401, + "loss": 1.1381733417510986, + "ema": 1.1422404143317113, + "lr": 0.000895142095358239, + "value_bits": { + "0": 1.958498556417214, + "128": 2.2259550655642606, + "256": 2.2491480244897053, + "512": 2.4349350962554324, + "w": null + }, + "value_n": { + "0": 24126, + "128": 18264, + "256": 24498, + "512": 30090, + "w": 0 + }, + "value_bits_window": { + "0": 0.3078940171295111, + "128": 0.5878137333598249, + "256": 0.48678489380473594, + "512": 0.7118631346303419, + "w": null + } + }, + { + "step": 5501, + "loss": 1.0991053581237793, + "ema": 1.1403620966937738, + "lr": 0.0008913168356620278, + "value_bits": { + "0": 1.9234837626702868, + "128": 2.1961358084742235, + "256": 2.216897412794608, + "512": 2.4003867115462207, + "w": null + }, + "value_n": { + "0": 24606, + "128": 18564, + "256": 24936, + "512": 30636, + "w": 0 + }, + "value_bits_window": { + "0": 0.16355269196535407, + "128": 0.3807394368327605, + "256": 0.41307210387566756, + "512": 0.4964290267473395, + "w": null + } + }, + { + "step": 5601, + "loss": 1.1651345491409302, + "ema": 1.13967868582322, + "lr": 0.0008874326026698414, + "value_bits": { + "0": 1.8961639849309588, + "128": 2.160293456697394, + "256": 2.180388068110656, + "512": 2.367714142786544, + "w": null + }, + "value_n": { + "0": 24984, + "128": 18924, + "256": 25470, + "512": 31170, + "w": 0 + }, + "value_bits_window": { + "0": 0.11777654828043299, + "128": 0.3120228500722197, + "256": 0.4755247365768939, + "512": 0.4932631755178946, + "w": null + } + }, + { + "step": 5701, + "loss": 1.1244007349014282, + "ema": 1.1373542107033652, + "lr": 0.0008834900675059781, + "value_bits": { + "0": 1.8662250220308614, + "128": 2.135395310340549, + "256": 2.1498650337389558, + "512": 2.331592959239479, + "w": null + }, + "value_n": { + "0": 25434, + "128": 19212, + "256": 25944, + "512": 31794, + "w": 0 + }, + "value_bits_window": { + "0": 0.20401380181745749, + "128": 0.49937961014288124, + "256": 0.5097348956646819, + "512": 0.5272703772490785, + "w": null + } + }, + { + "step": 5801, + "loss": 1.1209441423416138, + "ema": 1.133429861292576, + "lr": 0.0008794899113682835, + "value_bits": { + "0": 1.8338734453336303, + "128": 2.103154451860558, + "256": 2.122562781424419, + "512": 2.305205487261277, + "w": null + }, + "value_n": { + "0": 25926, + "128": 19572, + "256": 26370, + "512": 32268, + "w": 0 + }, + "value_bits_window": { + "0": 0.16145474265602494, + "128": 0.38256730431167907, + "256": 0.45981716159264013, + "512": 0.5352407529259408, + "w": null + } + }, + { + "step": 5901, + "loss": 1.1369118690490723, + "ema": 1.135090348919457, + "lr": 0.0008754328254104519, + "value_bits": { + "0": 1.8119364928553225, + "128": 2.078182876354683, + "256": 2.089009469538342, + "512": 2.271261431082812, + "w": null + }, + "value_n": { + "0": 26262, + "128": 19842, + "256": 26880, + "512": 32898, + "w": 0 + }, + "value_bits_window": { + "0": 0.1192655703773299, + "128": 0.2680211141288274, + "256": 0.3541058726052924, + "512": 0.5326792012943692, + "w": null + } + }, + { + "step": 6001, + "loss": 1.149599552154541, + "ema": 1.1310829161786422, + "lr": 0.0008713195106226073, + "value_bits": { + "0": 1.77908805017052, + "128": 2.0504200803871933, + "256": 2.0591226985855204, + "512": 2.2381307235703702, + "w": null + }, + "value_n": { + "0": 26772, + "128": 20166, + "256": 27360, + "512": 33504, + "w": 0 + }, + "value_bits_window": { + "0": 0.08758647803663078, + "128": 0.35020589030407406, + "256": 0.385463525227518, + "512": 0.43955974049394586, + "w": null + } + }, + { + "step": 6101, + "loss": 1.0891304016113281, + "ema": 1.1286683897050567, + "lr": 0.0008671506777101854, + "value_bits": { + "0": 1.7505051272835161, + "128": 2.020833198354789, + "256": 2.0297303408098863, + "512": 2.2096256644109844, + "w": null + }, + "value_n": { + "0": 27258, + "128": 20526, + "256": 27840, + "512": 34056, + "w": 0 + }, + "value_bits_window": { + "0": 0.1759742393599307, + "128": 0.36347468983960624, + "256": 0.3543659475987625, + "512": 0.47949250847610286, + "w": null + } + }, + { + "step": 6201, + "loss": 1.1174631118774414, + "ema": 1.1268402049434014, + "lr": 0.0008629270469711369, + "value_bits": { + "0": 1.7255975032790243, + "128": 1.9986975864814371, + "256": 2.003983460667979, + "512": 2.1745097431787053, + "w": null + }, + "value_n": { + "0": 27684, + "128": 20808, + "256": 28266, + "512": 34728, + "w": 0 + }, + "value_bits_window": { + "0": 0.13186037859723343, + "128": 0.3875076243806518, + "256": 0.3213704485771307, + "512": 0.3948850207285496, + "w": null + } + }, + { + "step": 6301, + "loss": 1.1110161542892456, + "ema": 1.1280337924631172, + "lr": 0.0008586493481714727, + "value_bits": { + "0": 1.6998836339211294, + "128": 1.9739043833021819, + "256": 1.9759979177778642, + "512": 2.1462085276233163, + "w": null + }, + "value_n": { + "0": 28158, + "128": 21096, + "256": 28746, + "512": 35286, + "w": 0 + }, + "value_bits_window": { + "0": 0.19806346661318777, + "128": 0.1825954536009926, + "256": 0.3279992608362062, + "512": 0.3848382519825369, + "w": null + } + }, + { + "step": 6401, + "loss": 1.1959673166275024, + "ema": 1.1311281222806533, + "lr": 0.0008543183204191743, + "value_bits": { + "0": 1.673992837340852, + "128": 1.9454468375107212, + "256": 1.9453113463155276, + "512": 2.1231132930513943, + "w": null + }, + "value_n": { + "0": 28638, + "128": 21444, + "256": 29280, + "512": 35754, + "w": 0 + }, + "value_bits_window": { + "0": 0.1551739829503285, + "128": 0.22033078573873796, + "256": 0.29340838141603987, + "512": 0.3817918248786952, + "w": null + } + }, + { + "step": 6501, + "loss": 1.0899651050567627, + "ema": 1.1276390616160399, + "lr": 0.0008499347120364891, + "value_bits": { + "0": 1.6492218660115476, + "128": 1.9232130808830654, + "256": 1.9131010217166347, + "512": 2.102452435642028, + "w": null + }, + "value_n": { + "0": 29112, + "128": 21738, + "256": 29874, + "512": 36216, + "w": 0 + }, + "value_bits_window": { + "0": 0.15261621848282556, + "128": 0.30151009746996793, + "256": 0.3253597687611114, + "512": 0.5035167304158751, + "w": null + } + }, + { + "step": 6601, + "loss": 1.1193026304244995, + "ema": 1.1181764081424679, + "lr": 0.0008454992804306338, + "value_bits": { + "0": 1.6250827464185522, + "128": 1.8921073625733997, + "256": 1.889386614823479, + "512": 2.07866350953635, + "w": null + }, + "value_n": { + "0": 29586, + "128": 22170, + "256": 30324, + "512": 36726, + "w": 0 + }, + "value_bits_window": { + "0": 0.1425130215424142, + "128": 0.3268848981856238, + "256": 0.3150661892098504, + "512": 0.3893698863143323, + "w": null + } + }, + { + "step": 6701, + "loss": 1.1048177480697632, + "ema": 1.1186102654424825, + "lr": 0.0008410127919629289, + "value_bits": { + "0": 1.6055311087832214, + "128": 1.8640148139815131, + "256": 1.8657747904858901, + "512": 2.056877758947648, + "w": null + }, + "value_n": { + "0": 29970, + "128": 22566, + "256": 30810, + "512": 37236, + "w": 0 + }, + "value_bits_window": { + "0": 0.09913852784861221, + "128": 0.29125773751151557, + "256": 0.39251355342199895, + "512": 0.48804741361297693, + "w": null + } + }, + { + "step": 6801, + "loss": 1.1673998832702637, + "ema": 1.1168916947941037, + "lr": 0.0008364760218163851, + "value_bits": { + "0": 1.583419832941489, + "128": 1.837108098548186, + "256": 1.8413143757517463, + "512": 2.0374371580283257, + "w": null + }, + "value_n": { + "0": 30426, + "128": 22956, + "256": 31314, + "512": 37686, + "w": 0 + }, + "value_bits_window": { + "0": 0.13018532202762306, + "128": 0.28024414862905056, + "256": 0.3460259274204642, + "512": 0.42879223395746047, + "w": null + } + }, + { + "step": 6901, + "loss": 1.1063320636749268, + "ema": 1.1059667505661903, + "lr": 0.0008318897538617664, + "value_bits": { + "0": 1.5607655504540432, + "128": 1.8142780638333507, + "256": 1.8256300683036084, + "512": 2.0114221048728997, + "w": null + }, + "value_n": { + "0": 30906, + "128": 23310, + "256": 31668, + "512": 38286, + "w": 0 + }, + "value_bits_window": { + "0": 0.12476721928106672, + "128": 0.3338083550374077, + "256": 0.4382334484420551, + "512": 0.3774166161806097, + "w": null + } + }, + { + "step": 7001, + "loss": 1.0726029872894287, + "ema": 1.1138429805780299, + "lr": 0.0008272547805221505, + "value_bits": { + "0": 1.536027329674042, + "128": 1.794482732985189, + "256": 1.8066886290782533, + "512": 1.9884976349898762, + "w": null + }, + "value_n": { + "0": 31434, + "128": 23610, + "256": 32076, + "512": 38862, + "w": 0 + }, + "value_bits_window": { + "0": 0.08799806560829815, + "128": 0.2563855260830175, + "256": 0.3364986844984888, + "512": 0.4647367774526541, + "w": null + } + }, + { + "step": 7101, + "loss": 1.0839979648590088, + "ema": 1.1163136464608283, + "lr": 0.0008225719026360139, + "value_bits": { + "0": 1.516207282172081, + "128": 1.7691943228376172, + "256": 1.7860648218709552, + "512": 1.969318779304162, + "w": null + }, + "value_n": { + "0": 31866, + "128": 24018, + "256": 32508, + "512": 39354, + "w": 0 + }, + "value_bits_window": { + "0": 0.07402354796687605, + "128": 0.30581352973917697, + "256": 0.25474713672905946, + "512": 0.45442306861671683, + "w": null + } + }, + { + "step": 7201, + "loss": 1.067089319229126, + "ema": 1.1135736643128054, + "lr": 0.0008178419293188608, + "value_bits": { + "0": 1.4961889486579492, + "128": 1.7485017109846013, + "256": 1.7629490746824819, + "512": 1.948634158806474, + "w": null + }, + "value_n": { + "0": 32328, + "128": 24348, + "256": 33018, + "512": 39894, + "w": 0 + }, + "value_bits_window": { + "0": 0.1154438928975037, + "128": 0.24245579739145875, + "256": 0.2895241538925052, + "512": 0.4411849827582866, + "w": null + } + }, + { + "step": 7301, + "loss": 1.125786304473877, + "ema": 1.1134679631736435, + "lr": 0.000813065677823423, + "value_bits": { + "0": 1.4763048720621446, + "128": 1.7314885006228202, + "256": 1.7443554380069288, + "512": 1.922703658747353, + "w": null + }, + "value_n": { + "0": 32796, + "128": 24624, + "256": 33450, + "512": 40566, + "w": 0 + }, + "value_bits_window": { + "0": 0.10277404259810842, + "128": 0.23062746479440355, + "256": 0.323233457096262, + "512": 0.3833117400590013, + "w": null + } + }, + { + "step": 7401, + "loss": 1.107506513595581, + "ema": 1.109553864307945, + "lr": 0.0008082439733984537, + "value_bits": { + "0": 1.4613313903730942, + "128": 1.7126442238051491, + "256": 1.726133358289319, + "512": 1.9003031237736947, + "w": null + }, + "value_n": { + "0": 33156, + "128": 24942, + "256": 33894, + "512": 41166, + "w": 0 + }, + "value_bits_window": { + "0": 0.09724720850062356, + "128": 0.25345720381038084, + "256": 0.3533212714558713, + "512": 0.3858029542046681, + "w": null + } + }, + { + "step": 7501, + "loss": 1.1373238563537598, + "ema": 1.1065807233581215, + "lr": 0.0008033776491461398, + "value_bits": { + "0": 1.4423173611754627, + "128": 1.694313260572486, + "256": 1.7082767378389394, + "512": 1.8806153889935222, + "w": null + }, + "value_n": { + "0": 33612, + "128": 25266, + "256": 34320, + "512": 41694, + "w": 0 + }, + "value_bits_window": { + "0": 0.059797290831893994, + "128": 0.2831685539395116, + "256": 0.2875436543995874, + "512": 0.3456432489166573, + "w": null + } + }, + { + "step": 7601, + "loss": 1.133526086807251, + "ema": 1.1070856633316244, + "lr": 0.0007984675458781569, + "value_bits": { + "0": 1.425162779116573, + "128": 1.675272405674022, + "256": 1.6869100428267032, + "512": 1.8608307686252588, + "w": null + }, + "value_n": { + "0": 34050, + "128": 25626, + "256": 34812, + "512": 42216, + "w": 0 + }, + "value_bits_window": { + "0": 0.10872485180286869, + "128": 0.33892173938349623, + "256": 0.19645278099752955, + "512": 0.2805626428889019, + "w": null + } + }, + { + "step": 7701, + "loss": 1.111830472946167, + "ema": 1.1067463083741658, + "lr": 0.0007935145119703917, + "value_bits": { + "0": 1.407116547159737, + "128": 1.652478395438487, + "256": 1.6684258467834445, + "512": 1.8404705876240925, + "w": null + }, + "value_n": { + "0": 34500, + "128": 26052, + "256": 35244, + "512": 42798, + "w": 0 + }, + "value_bits_window": { + "0": 0.041618329092471894, + "128": 0.2813063149318732, + "256": 0.1789077156308608, + "512": 0.36362281933332136, + "w": null + } + }, + { + "step": 7801, + "loss": 1.1103415489196777, + "ema": 1.1021546535822664, + "lr": 0.0007885194032163599, + "value_bits": { + "0": 1.3900369341933867, + "128": 1.633477475035894, + "256": 1.6483926794309396, + "512": 1.8197078556102582, + "w": null + }, + "value_n": { + "0": 34944, + "128": 26394, + "256": 35748, + "512": 43374, + "w": 0 + }, + "value_bits_window": { + "0": 0.0629048455918295, + "128": 0.18607402963133526, + "256": 0.2475019052807783, + "512": 0.2769936112906679, + "w": null + } + }, + { + "step": 7901, + "loss": 1.083274483680725, + "ema": 1.1075824169458262, + "lr": 0.0007834830826793395, + "value_bits": { + "0": 1.3756985742335455, + "128": 1.6116802826260184, + "256": 1.630640728664898, + "512": 1.8017025126638642, + "w": null + }, + "value_n": { + "0": 35322, + "128": 26808, + "256": 36192, + "512": 43878, + "w": 0 + }, + "value_bits_window": { + "0": 0.05019685350156692, + "128": 0.22203029116163217, + "256": 0.20136880077197172, + "512": 0.25217127267001305, + "w": null + } + }, + { + "step": 8001, + "loss": 1.0889513492584229, + "ema": 1.0979159061462518, + "lr": 0.000778406420543249, + "value_bits": { + "0": 1.3577249416753878, + "128": 1.5934620359268867, + "256": 1.6159554104058431, + "512": 1.784673598747022, + "w": null + }, + "value_n": { + "0": 35802, + "128": 27186, + "256": 36594, + "512": 44400, + "w": 0 + }, + "value_bits_window": { + "0": 0.035090255801973544, + "128": 0.30141241288370335, + "256": 0.29383839938168677, + "512": 0.35326615651866106, + "w": null + } + }, + { + "step": 8101, + "loss": 1.109421968460083, + "ema": 1.1018819241523796, + "lr": 0.000773290293962297, + "value_bits": { + "0": 1.3409808395145695, + "128": 1.5793679737101858, + "256": 1.600003466627109, + "512": 1.7678251858032763, + "w": null + }, + "value_n": { + "0": 36270, + "128": 27474, + "256": 37050, + "512": 44916, + "w": 0 + }, + "value_bits_window": { + "0": 0.06005702421195853, + "128": 0.2489472257128749, + "256": 0.3198599783836956, + "512": 0.3180780255274823, + "w": null + } + }, + { + "step": 8201, + "loss": 1.0881989002227783, + "ema": 1.0981738493320852, + "lr": 0.0007681355869094244, + "value_bits": { + "0": 1.322701591238237, + "128": 1.5615397625310672, + "256": 1.5851652642500487, + "512": 1.7499559179974735, + "w": null + }, + "value_n": { + "0": 36792, + "128": 27846, + "256": 37470, + "512": 45474, + "w": 0 + }, + "value_bits_window": { + "0": 0.052608995486167785, + "128": 0.24484010141519494, + "256": 0.27622384027364544, + "512": 0.31157593096264297, + "w": null + } + }, + { + "step": 8301, + "loss": 1.1081500053405762, + "ema": 1.0944725017284664, + "lr": 0.0007629431900235712, + "value_bits": { + "0": 1.3082273855181723, + "128": 1.5448518434997265, + "256": 1.566714702635722, + "512": 1.7329784588368864, + "w": null + }, + "value_n": { + "0": 37230, + "128": 28200, + "256": 37986, + "512": 46002, + "w": 0 + }, + "value_bits_window": { + "0": 0.09239410503274095, + "128": 0.23216316172932516, + "256": 0.2269035714558514, + "512": 0.2707947886313212, + "w": null + } + }, + { + "step": 8401, + "loss": 1.0847721099853516, + "ema": 1.0937033919407655, + "lr": 0.00075771400045579, + "value_bits": { + "0": 1.2938180204018181, + "128": 1.5309890316132313, + "256": 1.5521640437361879, + "512": 1.7203961806127845, + "w": null + }, + "value_n": { + "0": 37674, + "128": 28512, + "256": 38430, + "512": 46518, + "w": 0 + }, + "value_bits_window": { + "0": 0.08557328328050436, + "128": 0.27800411110308865, + "256": 0.30729618572334305, + "512": 0.5986714463780392, + "w": null + } + }, + { + "step": 8501, + "loss": 1.0955777168273926, + "ema": 1.0907467005343439, + "lr": 0.0007524489217142347, + "value_bits": { + "0": 1.281328655963268, + "128": 1.513625300948855, + "256": 1.535377265196282, + "512": 1.7045905548847158, + "w": null + }, + "value_n": { + "0": 38064, + "128": 28878, + "256": 38928, + "512": 47046, + "w": 0 + }, + "value_bits_window": { + "0": 0.07485605119930312, + "128": 0.1609622170617181, + "256": 0.23996381280955953, + "512": 0.3120790063651969, + "w": null + } + }, + { + "step": 8601, + "loss": 1.0848112106323242, + "ema": 1.0940901302319233, + "lr": 0.0007471488635080511, + "value_bits": { + "0": 1.2659459277250185, + "128": 1.4998661308010373, + "256": 1.5184576131261904, + "512": 1.6883264664436128, + "w": null + }, + "value_n": { + "0": 38544, + "128": 29202, + "256": 39426, + "512": 47616, + "w": 0 + }, + "value_bits_window": { + "0": 0.046095578431839514, + "128": 0.2735163915149865, + "256": 0.1958708344424122, + "512": 0.345939966794266, + "w": null + } + }, + { + "step": 8701, + "loss": 1.0445473194122314, + "ema": 1.0920831695360276, + "lr": 0.0007418147415901951, + "value_bits": { + "0": 1.2548273620677313, + "128": 1.4831756615313798, + "256": 1.5036354788950104, + "512": 1.6709384247798527, + "w": null + }, + "value_n": { + "0": 38916, + "128": 29592, + "256": 39900, + "512": 48204, + "w": 0 + }, + "value_bits_window": { + "0": 0.10280049460946294, + "128": 0.23344467790949205, + "256": 0.2707716303749554, + "512": 0.262861908008428, + "w": null + } + }, + { + "step": 8801, + "loss": 1.066608190536499, + "ema": 1.0870429208427337, + "lr": 0.0007364474775992087, + "value_bits": { + "0": 1.2399948330967596, + "128": 1.4692332443160236, + "256": 1.4919780822728164, + "512": 1.6562186007806052, + "w": null + }, + "value_n": { + "0": 39396, + "128": 29916, + "256": 40290, + "512": 48762, + "w": 0 + }, + "value_bits_window": { + "0": 0.037447546775234486, + "128": 0.19582580531349236, + "256": 0.29933673554066237, + "512": 0.3846157404585139, + "w": null + } + }, + { + "step": 8901, + "loss": 1.040947675704956, + "ema": 1.0896612139765145, + "lr": 0.0007310479988999762, + "value_bits": { + "0": 1.2292594413461566, + "128": 1.4528163732799855, + "256": 1.478037009640274, + "512": 1.6425226924789387, + "w": null + }, + "value_n": { + "0": 39756, + "128": 30294, + "256": 40770, + "512": 49260, + "w": 0 + }, + "value_bits_window": { + "0": 0.05444973743850663, + "128": 0.15353829414210457, + "256": 0.3078582255462568, + "512": 0.30147875551936165, + "w": null + } + }, + { + "step": 9001, + "loss": 1.0872668027877808, + "ema": 1.0865665343929178, + "lr": 0.0007256172384234937, + "value_bits": { + "0": 1.2144988554644582, + "128": 1.443132092410383, + "256": 1.4640900141296525, + "512": 1.627003614478239, + "w": null + }, + "value_n": { + "0": 40266, + "128": 30528, + "256": 41226, + "512": 49830, + "w": 0 + }, + "value_bits_window": { + "0": 0.06386777249818013, + "128": 0.1893901921380296, + "256": 0.21711850762076204, + "512": 0.2858285577862156, + "w": null + } + }, + { + "step": 9101, + "loss": 1.0946786403656006, + "ema": 1.0825895955671796, + "lr": 0.000720156134505675, + "value_bits": { + "0": 1.2056343849949571, + "128": 1.4266607169612417, + "256": 1.4508813887821992, + "512": 1.6104389940940482, + "w": null + }, + "value_n": { + "0": 40578, + "128": 30924, + "256": 41688, + "512": 50442, + "w": 0 + }, + "value_bits_window": { + "0": 0.061606282671455424, + "128": 0.15686740960924478, + "256": 0.2722260022581693, + "512": 0.2617216186949609, + "w": null + } + }, + { + "step": 9201, + "loss": 1.0841317176818848, + "ema": 1.0805727617084306, + "lr": 0.0007146656307252252, + "value_bits": { + "0": 1.1927447460940093, + "128": 1.40973185608765, + "256": 1.436881888558558, + "512": 1.596834291484401, + "w": null + }, + "value_n": { + "0": 41034, + "128": 31338, + "256": 42186, + "512": 50964, + "w": 0 + }, + "value_bits_window": { + "0": 0.045736484421489115, + "128": 0.14521955257328364, + "256": 0.264971918030133, + "512": 0.28218216689472203, + "w": null + } + }, + { + "step": 9301, + "loss": 1.107377529144287, + "ema": 1.0863316594772625, + "lr": 0.0007091466757406063, + "value_bits": { + "0": 1.18178592894505, + "128": 1.395376648201595, + "256": 1.4225378662931933, + "512": 1.583550073761863, + "w": null + }, + "value_n": { + "0": 41448, + "128": 31734, + "256": 42666, + "512": 51480, + "w": 0 + }, + "value_bits_window": { + "0": 0.09559244370257138, + "128": 0.25935769685514465, + "256": 0.16187760944597246, + "512": 0.2715018721893346, + "w": null + } + }, + { + "step": 9401, + "loss": 1.106720209121704, + "ema": 1.088888944415436, + "lr": 0.0007036002231261277, + "value_bits": { + "0": 1.1711915439634448, + "128": 1.3819638584358884, + "256": 1.4105973621062387, + "512": 1.5698807493174716, + "w": null + }, + "value_n": { + "0": 41838, + "128": 32070, + "256": 43134, + "512": 52056, + "w": 0 + }, + "value_bits_window": { + "0": 0.04525290622607382, + "128": 0.11517376788549481, + "256": 0.32202139706219535, + "512": 0.34818487709997803, + "w": null + } + }, + { + "step": 9501, + "loss": 1.0844229459762573, + "ema": 1.0764556686426452, + "lr": 0.0006980272312071852, + "value_bits": { + "0": 1.1587531860293552, + "128": 1.3697929458260811, + "256": 1.3980013969731517, + "512": 1.5585142469076727, + "w": null + }, + "value_n": { + "0": 42312, + "128": 32400, + "256": 43584, + "512": 52518, + "w": 0 + }, + "value_bits_window": { + "0": 0.06087128888496276, + "128": 0.18700152947299814, + "256": 0.19063615241633383, + "512": 0.2777898974607228, + "w": null + } + }, + { + "step": 9601, + "loss": 1.1110118627548218, + "ema": 1.0773963719151682, + "lr": 0.0006924286628946804, + "value_bits": { + "0": 1.1456963097346364, + "128": 1.3589837437484624, + "256": 1.3872740599687785, + "512": 1.5465527688553098, + "w": null + }, + "value_n": { + "0": 42828, + "128": 32724, + "256": 43986, + "512": 53034, + "w": 0 + }, + "value_bits_window": { + "0": 0.07503245356769837, + "128": 0.2780635359865821, + "256": 0.22423859728568052, + "512": 0.3291246596421402, + "w": null + } + }, + { + "step": 9701, + "loss": 1.1064200401306152, + "ema": 1.0787492795406288, + "lr": 0.0006868054855186466, + "value_bits": { + "0": 1.1357831335050175, + "128": 1.350146634875318, + "256": 1.3773736593461112, + "512": 1.5301279377001604, + "w": null + }, + "value_n": { + "0": 43230, + "128": 33012, + "256": 44358, + "512": 53766, + "w": 0 + }, + "value_bits_window": { + "0": 0.07965997041515614, + "128": 0.34603013916426906, + "256": 0.2067311276562064, + "512": 0.3401354575332309, + "w": null + } + }, + { + "step": 9801, + "loss": 1.1481457948684692, + "ema": 1.0804633880272991, + "lr": 0.0006811586706611131, + "value_bits": { + "0": 1.1252292992405282, + "128": 1.3392128165526627, + "256": 1.3652055931639235, + "512": 1.5170394649512218, + "w": null + }, + "value_n": { + "0": 43650, + "128": 33354, + "256": 44814, + "512": 54306, + "w": 0 + }, + "value_bits_window": { + "0": 0.03893821530273376, + "128": 0.2838116163553164, + "256": 0.18154094467820664, + "512": 0.2138638615819211, + "w": null + } + }, + { + "step": 9901, + "loss": 1.0673285722732544, + "ema": 1.0805086671709077, + "lr": 0.0006754891939882325, + "value_bits": { + "0": 1.1167846981363712, + "128": 1.326531295376286, + "256": 1.355731905987362, + "512": 1.5055712923738944, + "w": null + }, + "value_n": { + "0": 44016, + "128": 33714, + "256": 45180, + "512": 54864, + "w": 0 + }, + "value_bits_window": { + "0": 0.10966218940289124, + "128": 0.15158835838498452, + "256": 0.19574879907365372, + "512": 0.38945914186430997, + "w": null + } + }, + { + "step": 10001, + "loss": 1.0786480903625488, + "ema": 1.0745755225634264, + "lr": 0.0006697980350817039, + "value_bits": { + "0": 1.105950138041556, + "128": 1.3168004869069894, + "256": 1.3427750422050688, + "512": 1.4951814916138437, + "w": null + }, + "value_n": { + "0": 44478, + "128": 34020, + "256": 45714, + "512": 55350, + "w": 0 + }, + "value_bits_window": { + "0": 0.07371204900824646, + "128": 0.24469435378976892, + "256": 0.24653701657957575, + "512": 0.3222884280347746, + "w": null + } + }, + { + "step": 10101, + "loss": 1.0191947221755981, + "ema": 1.0700422026582366, + "lr": 0.0006640861772695196, + "value_bits": { + "0": 1.0974245566936776, + "128": 1.3074814934551158, + "256": 1.3312868033335865, + "512": 1.4820670021655766, + "w": null + }, + "value_n": { + "0": 44850, + "128": 34296, + "256": 46182, + "512": 55956, + "w": 0 + }, + "value_bits_window": { + "0": 0.07806754811593174, + "128": 0.158814257104613, + "256": 0.20912152177174168, + "512": 0.2842336837471248, + "w": null + } + }, + { + "step": 10201, + "loss": 1.0628609657287598, + "ema": 1.073677465888431, + "lr": 0.000658354607456063, + "value_bits": { + "0": 1.0878094356045804, + "128": 1.29696699206391, + "256": 1.3214282610908084, + "512": 1.4693352179140138, + "w": null + }, + "value_n": { + "0": 45264, + "128": 34626, + "256": 46602, + "512": 56526, + "w": 0 + }, + "value_bits_window": { + "0": 0.04617131761904252, + "128": 0.20422353838878268, + "256": 0.23741112333849237, + "512": 0.21947606075533987, + "w": null + } + }, + { + "step": 10301, + "loss": 1.088921070098877, + "ema": 1.0710171275602853, + "lr": 0.0006526043159515904, + "value_bits": { + "0": 1.078928343603477, + "128": 1.2855876180528347, + "256": 1.3112506772828456, + "512": 1.4572264648153859, + "w": null + }, + "value_n": { + "0": 45654, + "128": 34992, + "256": 47022, + "512": 57120, + "w": 0 + }, + "value_bits_window": { + "0": 0.04817514273693212, + "128": 0.20902421775914876, + "256": 0.18197505676216533, + "512": 0.30493795024795634, + "w": null + } + }, + { + "step": 10401, + "loss": 1.0884106159210205, + "ema": 1.0731862335368505, + "lr": 0.0006468362963011235, + "value_bits": { + "0": 1.069536960999954, + "128": 1.2742020651791415, + "256": 1.299487426379028, + "512": 1.4452133261196718, + "w": null + }, + "value_n": { + "0": 46086, + "128": 35346, + "256": 47526, + "512": 57714, + "w": 0 + }, + "value_bits_window": { + "0": 0.07705043002489836, + "128": 0.14876910993541131, + "256": 0.20200412479308344, + "512": 0.29001049396617, + "w": null + } + }, + { + "step": 10501, + "loss": 1.0713536739349365, + "ema": 1.0745510367837996, + "lr": 0.0006410515451127826, + "value_bits": { + "0": 1.0607096040234347, + "128": 1.262502241322922, + "256": 1.2896611826540416, + "512": 1.434694230952895, + "w": null + }, + "value_n": { + "0": 46482, + "128": 35742, + "256": 47964, + "512": 58266, + "w": 0 + }, + "value_bits_window": { + "0": 0.033392498922739225, + "128": 0.2182043271261384, + "256": 0.22344643545380033, + "512": 0.33487709607000593, + "w": null + } + }, + { + "step": 10601, + "loss": 1.0677039623260498, + "ema": 1.0688104397882199, + "lr": 0.0006352510618855914, + "value_bits": { + "0": 1.0506001211664313, + "128": 1.2539026479790638, + "256": 1.2801609785060986, + "512": 1.4233307285202816, + "w": null + }, + "value_n": { + "0": 46962, + "128": 36036, + "256": 48414, + "512": 58812, + "w": 0 + }, + "value_bits_window": { + "0": 0.07162307500135418, + "128": 0.2084378000328812, + "256": 0.2675658857240271, + "512": 0.21068268321140837, + "w": null + } + }, + { + "step": 10701, + "loss": 1.1320204734802246, + "ema": 1.0667335164313445, + "lr": 0.000629435848836781, + "value_bits": { + "0": 1.0403464597957495, + "128": 1.2450323027222912, + "256": 1.27065163785497, + "512": 1.4114158297509412, + "w": null + }, + "value_n": { + "0": 47448, + "128": 36324, + "256": 48852, + "512": 59412, + "w": 0 + }, + "value_bits_window": { + "0": 0.04953895919912714, + "128": 0.13513035246859692, + "256": 0.21954383355418616, + "512": 0.24351745238017974, + "w": null + } + }, + { + "step": 10801, + "loss": 1.0164434909820557, + "ema": 1.0649070009354968, + "lr": 0.0006236069107286272, + "value_bits": { + "0": 1.0316982277003028, + "128": 1.2362262493481466, + "256": 1.2613684316174418, + "512": 1.3984219764350245, + "w": null + }, + "value_n": { + "0": 47862, + "128": 36618, + "256": 49266, + "512": 60132, + "w": 0 + }, + "value_bits_window": { + "0": 0.04053562754389989, + "128": 0.14822936920386207, + "256": 0.16595009558911272, + "512": 0.3262125136499667, + "w": null + } + }, + { + "step": 10901, + "loss": 0.9891790151596069, + "ema": 1.0631105164113002, + "lr": 0.0006177652546948433, + "value_bits": { + "0": 1.0233249017503414, + "128": 1.2258857089263817, + "256": 1.2524153659696649, + "512": 1.388589570670158, + "w": null + }, + "value_n": { + "0": 48288, + "128": 36996, + "256": 49704, + "512": 60636, + "w": 0 + }, + "value_bits_window": { + "0": 0.08256404114694814, + "128": 0.22416637251317723, + "256": 0.2453794476971164, + "512": 0.21548992096192648, + "w": null + } + }, + { + "step": 11001, + "loss": 1.0127906799316406, + "ema": 1.0627415105873297, + "lr": 0.0006119118900665676, + "value_bits": { + "0": 1.0143609313991597, + "128": 1.2148340734984227, + "256": 1.2453441608976177, + "512": 1.3789331238639704, + "w": null + }, + "value_n": { + "0": 48738, + "128": 37404, + "256": 50076, + "512": 61182, + "w": 0 + }, + "value_bits_window": { + "0": 0.0524671529150218, + "128": 0.21271077866319, + "256": 0.3005399219163483, + "512": 0.30653695437681233, + "w": null + } + }, + { + "step": 11101, + "loss": 1.0275071859359741, + "ema": 1.0628817516262823, + "lr": 0.0006060478281979693, + "value_bits": { + "0": 1.005964193519766, + "128": 1.2058099513406926, + "256": 1.2367065422547379, + "512": 1.3689219837804345, + "w": null + }, + "value_n": { + "0": 49182, + "128": 37746, + "256": 50496, + "512": 61752, + "w": 0 + }, + "value_bits_window": { + "0": 0.08425200711007658, + "128": 0.21885595956369286, + "256": 0.2068556109193734, + "512": 0.2943578213402669, + "w": null + } + }, + { + "step": 11201, + "loss": 1.1098544597625732, + "ema": 1.0637449652334292, + "lr": 0.000600174082291504, + "value_bits": { + "0": 0.996004032338291, + "128": 1.1974132941518874, + "256": 1.2275722457367606, + "512": 1.3597847750556828, + "w": null + }, + "value_n": { + "0": 49698, + "128": 38076, + "256": 50940, + "512": 62274, + "w": 0 + }, + "value_bits_window": { + "0": 0.046661692750508056, + "128": 0.23698837824691182, + "256": 0.1887311714760152, + "512": 0.2788634854563334, + "w": null + } + }, + { + "step": 11301, + "loss": 1.0439488887786865, + "ema": 1.0631720634234167, + "lr": 0.0005942916672228525, + "value_bits": { + "0": 0.9877884581955648, + "128": 1.188647223989745, + "256": 1.2167936270453807, + "512": 1.349387347832404, + "w": null + }, + "value_n": { + "0": 50130, + "128": 38406, + "256": 51492, + "512": 62850, + "w": 0 + }, + "value_bits_window": { + "0": 0.04265511619276128, + "128": 0.17720211037235728, + "256": 0.22211457606911328, + "512": 0.22527383584895533, + "w": null + } + }, + { + "step": 11401, + "loss": 1.0926811695098877, + "ema": 1.063474835976859, + "lr": 0.0005884015993655677, + "value_bits": { + "0": 0.9807426170380803, + "128": 1.1800150063950043, + "256": 1.2092820814613938, + "512": 1.340537177500442, + "w": null + }, + "value_n": { + "0": 50520, + "128": 38748, + "256": 51906, + "512": 63408, + "w": 0 + }, + "value_bits_window": { + "0": 0.07508103441066633, + "128": 0.21063211474703342, + "256": 0.2750199915805962, + "512": 0.34370347613159125, + "w": null + } + }, + { + "step": 11501, + "loss": 1.0792866945266724, + "ema": 1.0609110010219822, + "lr": 0.0005825048964154636, + "value_bits": { + "0": 0.9728217576623888, + "128": 1.170102460991822, + "256": 1.1997824454005486, + "512": 1.331273683084536, + "w": null + }, + "value_n": { + "0": 50952, + "128": 39120, + "256": 52374, + "512": 63948, + "w": 0 + }, + "value_bits_window": { + "0": 0.0465212584495599, + "128": 0.1375989414151776, + "256": 0.146175374088083, + "512": 0.24353358322568744, + "w": null + } + }, + { + "step": 11601, + "loss": 1.0916566848754883, + "ema": 1.059774822521945, + "lr": 0.0005766025772147777, + "value_bits": { + "0": 0.9638924090797091, + "128": 1.1618455822172875, + "256": 1.1905297183178307, + "512": 1.323261672081993, + "w": null + }, + "value_n": { + "0": 51444, + "128": 39468, + "256": 52890, + "512": 64422, + "w": 0 + }, + "value_bits_window": { + "0": 0.03916035829780677, + "128": 0.23365851997652445, + "256": 0.2513779194219806, + "512": 0.2423501117642359, + "w": null + } + }, + { + "step": 11701, + "loss": 1.0659115314483643, + "ema": 1.055349070367201, + "lr": 0.0005706956615761318, + "value_bits": { + "0": 0.9569984768942165, + "128": 1.1553487751584115, + "256": 1.1809245362858676, + "512": 1.313489351340143, + "w": null + }, + "value_n": { + "0": 51858, + "128": 39738, + "256": 53412, + "512": 65034, + "w": 0 + }, + "value_bits_window": { + "0": 0.10035246880126797, + "128": 0.20565995664094983, + "256": 0.2077098281047756, + "512": 0.28480888266130955, + "w": null + } + }, + { + "step": 11801, + "loss": 1.0543428659439087, + "ema": 1.0549632927770138, + "lr": 0.0005647851701063285, + "value_bits": { + "0": 0.9493605259144886, + "128": 1.149006012737305, + "256": 1.1714453243929992, + "512": 1.305034784322581, + "w": null + }, + "value_n": { + "0": 52326, + "128": 40014, + "256": 53916, + "512": 65580, + "w": 0 + }, + "value_bits_window": { + "0": 0.10301680389156836, + "128": 0.23578611023753465, + "256": 0.1668745592702074, + "512": 0.29801223593402465, + "w": null + } + }, + { + "step": 11901, + "loss": 1.0404714345932007, + "ema": 1.0599859880276914, + "lr": 0.0005588721240300081, + "value_bits": { + "0": 0.9421259302854775, + "128": 1.141847037049408, + "256": 1.1621729751347725, + "512": 1.2960428487278366, + "w": null + }, + "value_n": { + "0": 52764, + "128": 40302, + "256": 54426, + "512": 66114, + "w": 0 + }, + "value_bits_window": { + "0": 0.07783951274292589, + "128": 0.1471968524122249, + "256": 0.18192202884740002, + "512": 0.1917523313058713, + "w": null + } + }, + { + "step": 12001, + "loss": 1.0010484457015991, + "ema": 1.0558059210223536, + "lr": 0.0005529575450132004, + "value_bits": { + "0": 0.9354409087391694, + "128": 1.1333932919400138, + "256": 1.153408497630429, + "512": 1.2878851349888754, + "w": null + }, + "value_n": { + "0": 53178, + "128": 40656, + "256": 54894, + "512": 66666, + "w": 0 + }, + "value_bits_window": { + "0": 0.08343975688071135, + "128": 0.1709559038078009, + "256": 0.1341447099137769, + "512": 0.31082157314525627, + "w": null + } + }, + { + "step": 12101, + "loss": 1.034706950187683, + "ema": 1.0562596055971056, + "lr": 0.0005470424549867996, + "value_bits": { + "0": 0.9271743808730832, + "128": 1.1254715956137888, + "256": 1.1455593023576027, + "512": 1.2806881177997613, + "w": null + }, + "value_n": { + "0": 53682, + "128": 40992, + "256": 55374, + "512": 67140, + "w": 0 + }, + "value_bits_window": { + "0": 0.05495727995497217, + "128": 0.16694634014055607, + "256": 0.2479057079690128, + "512": 0.26845953567007286, + "w": null + } + }, + { + "step": 12201, + "loss": 1.0976029634475708, + "ema": 1.0567298544622048, + "lr": 0.0005411278759699919, + "value_bits": { + "0": 0.9186007507159673, + "128": 1.118858997038315, + "256": 1.1375844818566874, + "512": 1.272943520145277, + "w": null + }, + "value_n": { + "0": 54210, + "128": 41286, + "256": 55848, + "512": 67668, + "w": 0 + }, + "value_bits_window": { + "0": 0.04691587553736612, + "128": 0.19687382422937108, + "256": 0.20594374257885426, + "512": 0.2881475229443566, + "w": null + } + }, + { + "step": 12301, + "loss": 1.0489170551300049, + "ema": 1.0596698880980806, + "lr": 0.0005352148298936717, + "value_bits": { + "0": 0.9120887371766399, + "128": 1.1108298164804526, + "256": 1.1303880985640355, + "512": 1.2647523075289082, + "w": null + }, + "value_n": { + "0": 54624, + "128": 41628, + "256": 56274, + "512": 68226, + "w": 0 + }, + "value_bits_window": { + "0": 0.05939247155601196, + "128": 0.1415527740479896, + "256": 0.18695238464848807, + "512": 0.27141364207294516, + "w": null + } + }, + { + "step": 12401, + "loss": 1.0532023906707764, + "ema": 1.0530736246775312, + "lr": 0.0005293043384238682, + "value_bits": { + "0": 0.9059105623764802, + "128": 1.103965635610332, + "256": 1.1214885200100941, + "512": 1.2559417518220641, + "w": null + }, + "value_n": { + "0": 55020, + "128": 41934, + "256": 56796, + "512": 68856, + "w": 0 + }, + "value_bits_window": { + "0": 0.05369687479082053, + "128": 0.17016785371039553, + "256": 0.16207303429267453, + "512": 0.3018005237979974, + "w": null + } + }, + { + "step": 12501, + "loss": 1.0506184101104736, + "ema": 1.0563939937698714, + "lr": 0.0005233974227852223, + "value_bits": { + "0": 0.8980804416971601, + "128": 1.0965339207894447, + "256": 1.113629295477595, + "512": 1.2478514966110426, + "w": null + }, + "value_n": { + "0": 55542, + "128": 42246, + "256": 57288, + "512": 69420, + "w": 0 + }, + "value_bits_window": { + "0": 0.07276772181939982, + "128": 0.09768286534365392, + "256": 0.20636808298202025, + "512": 0.2601518285080411, + "w": null + } + }, + { + "step": 12601, + "loss": 1.0460548400878906, + "ema": 1.0542264361438012, + "lr": 0.0005174951035845364, + "value_bits": { + "0": 0.8909902317091223, + "128": 1.0889771397456505, + "256": 1.107349563398508, + "512": 1.2399590211568028, + "w": null + }, + "value_n": { + "0": 56022, + "128": 42606, + "256": 57708, + "512": 69960, + "w": 0 + }, + "value_bits_window": { + "0": 0.07056430846830329, + "128": 0.202188884256402, + "256": 0.25079410781105044, + "512": 0.22533745442841244, + "w": null + } + }, + { + "step": 12701, + "loss": 1.04329514503479, + "ema": 1.045603881570536, + "lr": 0.0005115984006344324, + "value_bits": { + "0": 0.8842021246537218, + "128": 1.0816244550413157, + "256": 1.1006432961807662, + "512": 1.2323132699614243, + "w": null + }, + "value_n": { + "0": 56478, + "128": 42972, + "256": 58140, + "512": 70530, + "w": 0 + }, + "value_bits_window": { + "0": 0.050247446018538984, + "128": 0.22569963396782972, + "256": 0.2047977670107582, + "512": 0.2938979127181374, + "w": null + } + }, + { + "step": 12801, + "loss": 1.0452171564102173, + "ema": 1.0515509954157818, + "lr": 0.0005057083327771474, + "value_bits": { + "0": 0.8790422210789656, + "128": 1.075460736094533, + "256": 1.0924929981885694, + "512": 1.224485990027208, + "w": null + }, + "value_n": { + "0": 56832, + "128": 43260, + "256": 58680, + "512": 71088, + "w": 0 + }, + "value_bits_window": { + "0": 0.055818960923342, + "128": 0.15578250491003032, + "256": 0.21497758102871048, + "512": 0.23513463920233776, + "w": null + } + }, + { + "step": 12901, + "loss": 1.023045301437378, + "ema": 1.0470406494594724, + "lr": 0.0004998259177084961, + "value_bits": { + "0": 0.8737392958180601, + "128": 1.067884279119745, + "256": 1.086411035722245, + "512": 1.2158471413756158, + "w": null + }, + "value_n": { + "0": 57216, + "128": 43626, + "256": 59076, + "512": 71712, + "w": 0 + }, + "value_bits_window": { + "0": 0.08890635720405844, + "128": 0.17237190554233145, + "256": 0.18517477934873333, + "512": 0.231682921913448, + "w": null + } + }, + { + "step": 13001, + "loss": 1.1026012897491455, + "ema": 1.0509998869636161, + "lr": 0.0004939521718020309, + "value_bits": { + "0": 0.8676977715311556, + "128": 1.0601063775527795, + "256": 1.0806197043805044, + "512": 1.207532557229892, + "w": null + }, + "value_n": { + "0": 57648, + "128": 43998, + "256": 59466, + "512": 72348, + "w": 0 + }, + "value_bits_window": { + "0": 0.0675314437544705, + "128": 0.14795924378817593, + "256": 0.2033666522146929, + "512": 0.27002397506302545, + "w": null + } + }, + { + "step": 13101, + "loss": 1.0160528421401978, + "ema": 1.0449743926185444, + "lr": 0.00048808810993343255, + "value_bits": { + "0": 0.8616961731352735, + "128": 1.053347945785467, + "256": 1.0745947412583494, + "512": 1.2007961842126533, + "w": null + }, + "value_n": { + "0": 58092, + "128": 44352, + "256": 59880, + "512": 72882, + "w": 0 + }, + "value_bits_window": { + "0": 0.08246161384291768, + "128": 0.21335506189222142, + "256": 0.20918300932097297, + "512": 0.28813117475350514, + "w": null + } + }, + { + "step": 13201, + "loss": 1.0146946907043457, + "ema": 1.0465931348486603, + "lr": 0.0004822347453051568, + "value_bits": { + "0": 0.8563028431806973, + "128": 1.0462404028241072, + "256": 1.069040348594061, + "512": 1.191929531314222, + "w": null + }, + "value_n": { + "0": 58482, + "128": 44694, + "256": 60258, + "512": 73542, + "w": 0 + }, + "value_bits_window": { + "0": 0.05294560286982576, + "128": 0.1245043050982647, + "256": 0.18915401860041617, + "512": 0.21280923352106962, + "w": null + } + }, + { + "step": 13301, + "loss": 1.0596985816955566, + "ema": 1.0459855443073969, + "lr": 0.0004763930892713728, + "value_bits": { + "0": 0.8507129428061038, + "128": 1.03903041611958, + "256": 1.0624008332202566, + "512": 1.1840431506207862, + "w": null + }, + "value_n": { + "0": 58890, + "128": 45078, + "256": 60726, + "512": 74136, + "w": 0 + }, + "value_bits_window": { + "0": 0.049466487641935376, + "128": 0.19985555733796784, + "256": 0.20752066784697304, + "512": 0.20764549244460748, + "w": null + } + }, + { + "step": 13401, + "loss": 1.0385453701019287, + "ema": 1.0478008527912837, + "lr": 0.0004705641511632189, + "value_bits": { + "0": 0.8459324427070373, + "128": 1.032353221523284, + "256": 1.0545883594224128, + "512": 1.17710040733304, + "w": null + }, + "value_n": { + "0": 59262, + "128": 45432, + "256": 61296, + "512": 74676, + "w": 0 + }, + "value_bits_window": { + "0": 0.08914843508869, + "128": 0.18208605199836211, + "256": 0.22227207197002521, + "512": 0.22393889551755772, + "w": null + } + }, + { + "step": 13501, + "loss": 1.0269767045974731, + "ema": 1.0415802983157665, + "lr": 0.00046474893811440876, + "value_bits": { + "0": 0.8408152658182346, + "128": 1.0267412521312922, + "256": 1.0469829622604994, + "512": 1.1701718063349802, + "w": null + }, + "value_n": { + "0": 59640, + "128": 45726, + "256": 61830, + "512": 75228, + "w": 0 + }, + "value_bits_window": { + "0": 0.03855564469593433, + "128": 0.1595201860871414, + "256": 0.17398591275368078, + "512": 0.23285258870615047, + "w": null + } + }, + { + "step": 13601, + "loss": 1.069568395614624, + "ema": 1.0430658111478797, + "lr": 0.0004589484548872175, + "value_bits": { + "0": 0.8350246364370979, + "128": 1.021204036080902, + "256": 1.0398922971089253, + "512": 1.1643962185764365, + "w": null + }, + "value_n": { + "0": 60072, + "128": 46050, + "256": 62352, + "512": 75702, + "w": 0 + }, + "value_bits_window": { + "0": 0.035596080207943616, + "128": 0.23973878571010743, + "256": 0.20001523518968709, + "512": 0.2477592652014737, + "w": null + } + }, + { + "step": 13701, + "loss": 1.0436077117919922, + "ema": 1.04466425723702, + "lr": 0.0004531637036988765, + "value_bits": { + "0": 0.8290219790215977, + "128": 1.0150065840894869, + "256": 1.0338376818507906, + "512": 1.1573594945392263, + "w": null + }, + "value_n": { + "0": 60534, + "128": 46398, + "256": 62808, + "512": 76284, + "w": 0 + }, + "value_bits_window": { + "0": 0.04852060182696061, + "128": 0.19491272143238372, + "256": 0.20594871129113268, + "512": 0.2420775648744981, + "w": null + } + }, + { + "step": 13801, + "loss": 1.0769269466400146, + "ema": 1.0459523452324377, + "lr": 0.00044739568404840956, + "value_bits": { + "0": 0.823805019753024, + "128": 1.0082254396218733, + "256": 1.0276192295492372, + "512": 1.150211220154255, + "w": null + }, + "value_n": { + "0": 60930, + "128": 46776, + "256": 63252, + "512": 76890, + "w": 0 + }, + "value_bits_window": { + "0": 0.026321655197869935, + "128": 0.1758668655257542, + "256": 0.1479603282970714, + "512": 0.2503779475747934, + "w": null + } + }, + { + "step": 13901, + "loss": 1.0620975494384766, + "ema": 1.0459235765280717, + "lr": 0.0004416453925439372, + "value_bits": { + "0": 0.8184697757542668, + "128": 1.002736703669501, + "256": 1.0224495715096085, + "512": 1.1433356319096153, + "w": null + }, + "value_n": { + "0": 61368, + "128": 47082, + "256": 63648, + "512": 77460, + "w": 0 + }, + "value_bits_window": { + "0": 0.07628617565318332, + "128": 0.1637134588715734, + "256": 0.19671419190708928, + "512": 0.21585496501426554, + "w": null + } + }, + { + "step": 14001, + "loss": 1.0704481601715088, + "ema": 1.0445904060415308, + "lr": 0.00043591382273048054, + "value_bits": { + "0": 0.8130706791292448, + "128": 0.995919110955211, + "256": 1.016432793728711, + "512": 1.1373948939024605, + "w": null + }, + "value_n": { + "0": 61818, + "128": 47436, + "256": 64104, + "512": 77982, + "w": 0 + }, + "value_bits_window": { + "0": 0.07677787538624298, + "128": 0.08917927995464656, + "256": 0.17661728452134728, + "512": 0.2558440011166132, + "w": null + } + }, + { + "step": 14101, + "loss": 1.070559024810791, + "ema": 1.0456648045050887, + "lr": 0.0004302019649182962, + "value_bits": { + "0": 0.8075387236388081, + "128": 0.9900427896129277, + "256": 1.0102920214319657, + "512": 1.130131032720444, + "w": null + }, + "value_n": { + "0": 62262, + "128": 47790, + "256": 64548, + "512": 78612, + "w": 0 + }, + "value_bits_window": { + "0": 0.03732605582840566, + "128": 0.2026157297469657, + "256": 0.12369727523698942, + "512": 0.23100337764739476, + "w": null + } + }, + { + "step": 14201, + "loss": 1.055829405784607, + "ema": 1.0408767656147495, + "lr": 0.0004245108060117676, + "value_bits": { + "0": 0.8019488168909131, + "128": 0.9834507041181081, + "256": 1.0044846576484459, + "512": 1.1247012001846866, + "w": null + }, + "value_n": { + "0": 62712, + "128": 48162, + "256": 65028, + "512": 79098, + "w": 0 + }, + "value_bits_window": { + "0": 0.02852931925216868, + "128": 0.13658036595296041, + "256": 0.22353941285961174, + "512": 0.24640902878355161, + "w": null + } + }, + { + "step": 14301, + "loss": 1.0057346820831299, + "ema": 1.0333596392521387, + "lr": 0.0004188413293388871, + "value_bits": { + "0": 0.7971417988186179, + "128": 0.9774123425140544, + "256": 0.998374278019194, + "512": 1.1190702316183336, + "w": null + }, + "value_n": { + "0": 63108, + "128": 48522, + "256": 65550, + "512": 79602, + "w": 0 + }, + "value_bits_window": { + "0": 0.03588493682423786, + "128": 0.1695801992517554, + "256": 0.23717549156135834, + "512": 0.2353433434013019, + "w": null + } + }, + { + "step": 14401, + "loss": 1.065025806427002, + "ema": 1.035731005857516, + "lr": 0.0004131945144813535, + "value_bits": { + "0": 0.7921525696902382, + "128": 0.9720291389949721, + "256": 0.9926323182142606, + "512": 1.1134241271538865, + "w": null + }, + "value_n": { + "0": 63534, + "128": 48852, + "256": 66036, + "512": 80094, + "w": 0 + }, + "value_bits_window": { + "0": 0.05304395036210186, + "128": 0.18050246883463658, + "256": 0.21817662847477784, + "512": 0.19992573776584016, + "w": null + } + }, + { + "step": 14501, + "loss": 1.1006157398223877, + "ema": 1.041957090575842, + "lr": 0.0004075713371053198, + "value_bits": { + "0": 0.7865057438742389, + "128": 0.9661083787455143, + "256": 0.9877425491105448, + "512": 1.1068142868570812, + "w": null + }, + "value_n": { + "0": 64020, + "128": 49218, + "256": 66456, + "512": 80658, + "w": 0 + }, + "value_bits_window": { + "0": 0.04830526775550008, + "128": 0.17583247790801879, + "256": 0.21893113831777403, + "512": 0.1681466472607543, + "w": null + } + }, + { + "step": 14601, + "loss": 1.0500513315200806, + "ema": 1.039058887531117, + "lr": 0.00040197276879281484, + "value_bits": { + "0": 0.7812522957363911, + "128": 0.9599896703719112, + "256": 0.9819564242858899, + "512": 1.100031365707994, + "w": null + }, + "value_n": { + "0": 64464, + "128": 49596, + "256": 66918, + "512": 81270, + "w": 0 + }, + "value_bits_window": { + "0": 0.023761868292659177, + "128": 0.1632949911867567, + "256": 0.14965618327448058, + "512": 0.20608225779449243, + "w": null + } + }, + { + "step": 14701, + "loss": 1.0300676822662354, + "ema": 1.0396737184717033, + "lr": 0.0003963997768738723, + "value_bits": { + "0": 0.7764758193693866, + "128": 0.9548544767549133, + "256": 0.9769784410525888, + "512": 1.093499014577163, + "w": null + }, + "value_n": { + "0": 64890, + "128": 49932, + "256": 67362, + "512": 81876, + "w": 0 + }, + "value_bits_window": { + "0": 0.053680578706071604, + "128": 0.1968632189316249, + "256": 0.2267156437416606, + "512": 0.2174525188632288, + "w": null + } + }, + { + "step": 14801, + "loss": 1.0835299491882324, + "ema": 1.0387910666382865, + "lr": 0.0003908533242593937, + "value_bits": { + "0": 0.7714992675234491, + "128": 0.9483677679100755, + "256": 0.9723085845183723, + "512": 1.0880531579987454, + "w": null + }, + "value_n": { + "0": 65328, + "128": 50298, + "256": 67764, + "512": 82404, + "w": 0 + }, + "value_bits_window": { + "0": 0.034219702950661714, + "128": 0.06341053829136445, + "256": 0.1897939679564842, + "512": 0.24357407994092412, + "w": null + } + }, + { + "step": 14901, + "loss": 1.034061312675476, + "ema": 1.0335173744234742, + "lr": 0.00038533436927477496, + "value_bits": { + "0": 0.7661291487474472, + "128": 0.9428253808564951, + "256": 0.9669616649067724, + "512": 1.082664716301859, + "w": null + }, + "value_n": { + "0": 65820, + "128": 50652, + "256": 68220, + "512": 82914, + "w": 0 + }, + "value_bits_window": { + "0": 0.0530821580997693, + "128": 0.15533672542997587, + "256": 0.1723812689408546, + "512": 0.2120193249485045, + "w": null + } + }, + { + "step": 15001, + "loss": 1.0580466985702515, + "ema": 1.0362725039114116, + "lr": 0.0003798438654943249, + "value_bits": { + "0": 0.7600253044793336, + "128": 0.9380887373666574, + "256": 0.9621404260877549, + "512": 1.077667223391776, + "w": null + }, + "value_n": { + "0": 66366, + "128": 50970, + "256": 68622, + "512": 83418, + "w": 0 + }, + "value_bits_window": { + "0": 0.024210231718825397, + "128": 0.18362186300422864, + "256": 0.14396900262164952, + "512": 0.25552014571990284, + "w": null + } + }, + { + "step": 15101, + "loss": 1.0729156732559204, + "ema": 1.039535423075273, + "lr": 0.00037438276157650654, + "value_bits": { + "0": 0.7555074903067239, + "128": 0.931077655738397, + "256": 0.9567926575256085, + "512": 1.0728706560244747, + "w": null + }, + "value_n": { + "0": 66786, + "128": 51444, + "256": 69090, + "512": 83880, + "w": 0 + }, + "value_bits_window": { + "0": 0.04162831083191298, + "128": 0.17716451102860886, + "256": 0.17265895181704444, + "512": 0.20680992735447662, + "w": null + } + }, + { + "step": 15201, + "loss": 1.0455961227416992, + "ema": 1.0381934149723877, + "lr": 0.0003689520011000239, + "value_bits": { + "0": 0.7511535101738449, + "128": 0.926014729614512, + "256": 0.9515167061789801, + "512": 1.0670944413380656, + "w": null + }, + "value_n": { + "0": 67200, + "128": 51786, + "256": 69558, + "512": 84414, + "w": 0 + }, + "value_bits_window": { + "0": 0.04877448323072101, + "128": 0.16444405266382028, + "256": 0.17263747853248923, + "512": 0.1597744265515287, + "w": null + } + }, + { + "step": 15301, + "loss": 1.0475404262542725, + "ema": 1.038588594663196, + "lr": 0.0003635525224007914, + "value_bits": { + "0": 0.7465362126589651, + "128": 0.9209498055897926, + "256": 0.9466668248655805, + "512": 1.0614632771608274, + "w": null + }, + "value_n": { + "0": 67638, + "128": 52122, + "256": 69984, + "512": 84978, + "w": 0 + }, + "value_bits_window": { + "0": 0.03812892270481139, + "128": 0.14031839027989446, + "256": 0.1547700070311901, + "512": 0.21864573663357917, + "w": null + } + }, + { + "step": 15401, + "loss": 1.0607211589813232, + "ema": 1.0337539331765013, + "lr": 0.00035818525840980496, + "value_bits": { + "0": 0.7426518501090732, + "128": 0.9152632483027839, + "256": 0.9416023038352819, + "512": 1.0554378907221622, + "w": null + }, + "value_n": { + "0": 68022, + "128": 52488, + "256": 70440, + "512": 85566, + "w": 0 + }, + "value_bits_window": { + "0": 0.058457802844510603, + "128": 0.10544155728241161, + "256": 0.16433160255366236, + "512": 0.18464658326484518, + "w": null + } + }, + { + "step": 15501, + "loss": 1.0635414123535156, + "ema": 1.0351518784223037, + "lr": 0.000352851136491949, + "value_bits": { + "0": 0.7386825178045454, + "128": 0.9095353677932836, + "256": 0.9366593680042986, + "512": 1.0498103707096247, + "w": null + }, + "value_n": { + "0": 68400, + "128": 52908, + "256": 70890, + "512": 86142, + "w": 0 + }, + "value_bits_window": { + "0": 0.02439171881357013, + "128": 0.19371395783457604, + "256": 0.162925145927696, + "512": 0.21383054884715325, + "w": null + } + }, + { + "step": 15601, + "loss": 1.0361027717590332, + "ema": 1.0338895398760124, + "lr": 0.0003475510782857654, + "value_bits": { + "0": 0.734699496784902, + "128": 0.9053376025899738, + "256": 0.9312734227434052, + "512": 1.044566300071277, + "w": null + }, + "value_n": { + "0": 68808, + "128": 53220, + "256": 71418, + "512": 86664, + "w": 0 + }, + "value_bits_window": { + "0": 0.06695773760939279, + "128": 0.19349349561333312, + "256": 0.20814906754506413, + "512": 0.1791740913959222, + "w": null + } + }, + { + "step": 15701, + "loss": 1.0107979774475098, + "ema": 1.032112110164507, + "lr": 0.00034228599954420994, + "value_bits": { + "0": 0.7295571620460717, + "128": 0.9004184866076912, + "256": 0.926815238921493, + "512": 1.0396993860205228, + "w": null + }, + "value_n": { + "0": 69330, + "128": 53580, + "256": 71850, + "512": 87186, + "w": 0 + }, + "value_bits_window": { + "0": 0.05171469325404283, + "128": 0.1732091738935854, + "256": 0.18979076625176655, + "512": 0.2316797705136974, + "w": null + } + }, + { + "step": 15801, + "loss": 1.0512981414794922, + "ema": 1.035540769505403, + "lr": 0.00033705680997642883, + "value_bits": { + "0": 0.7255528984649295, + "128": 0.8947041814314699, + "256": 0.9218085119424372, + "512": 1.035058332967255, + "w": null + }, + "value_n": { + "0": 69744, + "128": 53964, + "256": 72312, + "512": 87702, + "w": 0 + }, + "value_bits_window": { + "0": 0.05498383063743764, + "128": 0.09738003731183824, + "256": 0.14316493305679528, + "512": 0.2508822641645084, + "w": null + } + }, + { + "step": 15901, + "loss": 0.9968866109848022, + "ema": 1.0357372152890876, + "lr": 0.0003318644130905758, + "value_bits": { + "0": 0.7210969693630812, + "128": 0.8901905040135468, + "256": 0.9173414279788152, + "512": 1.0288932721744284, + "w": null + }, + "value_n": { + "0": 70188, + "128": 54288, + "256": 72744, + "512": 88368, + "w": 0 + }, + "value_bits_window": { + "0": 0.021154808824091723, + "128": 0.1384124540727951, + "256": 0.1696012067347484, + "512": 0.21704918560914005, + "w": null + } + }, + { + "step": 16001, + "loss": 1.0072424411773682, + "ema": 1.030697297293888, + "lr": 0.0003267097060377032, + "value_bits": { + "0": 0.7169615219798913, + "128": 0.885511152811198, + "256": 0.9135184035464436, + "512": 1.0232953337228028, + "w": null + }, + "value_n": { + "0": 70626, + "128": 54612, + "256": 73110, + "512": 88962, + "w": 0 + }, + "value_bits_window": { + "0": 0.05427024131475683, + "128": 0.10145986246208391, + "256": 0.1536766294797106, + "512": 0.19050303558602702, + "w": null + } + }, + { + "step": 16101, + "loss": 0.9951910376548767, + "ema": 1.0296379591761773, + "lr": 0.0003215935794567511, + "value_bits": { + "0": 0.7129157542303709, + "128": 0.880185951245513, + "256": 0.9083983160546507, + "512": 1.0184552953071446, + "w": null + }, + "value_n": { + "0": 71046, + "128": 54996, + "256": 73602, + "512": 89478, + "w": 0 + }, + "value_bits_window": { + "0": 0.032591008807432695, + "128": 0.1228424410757473, + "256": 0.1475658027924656, + "512": 0.1839989047378064, + "w": null + } + }, + { + "step": 16201, + "loss": 1.022603988647461, + "ema": 1.0295175369061345, + "lr": 0.00031651691732066054, + "value_bits": { + "0": 0.7080527274092377, + "128": 0.8754588957638401, + "256": 0.903234590343668, + "512": 1.013762547323667, + "w": null + }, + "value_n": { + "0": 71544, + "128": 55326, + "256": 74100, + "512": 90012, + "w": 0 + }, + "value_bits_window": { + "0": 0.014280431155778392, + "128": 0.08767361312722347, + "256": 0.14006081568555478, + "512": 0.22743725881129484, + "w": null + } + }, + { + "step": 16301, + "loss": 1.0334391593933105, + "ema": 1.029348382458377, + "lr": 0.00031148059678364, + "value_bits": { + "0": 0.7042290435852003, + "128": 0.870704426197993, + "256": 0.8988775007207813, + "512": 1.0091647013368699, + "w": null + }, + "value_n": { + "0": 71952, + "128": 55692, + "256": 74568, + "512": 90516, + "w": 0 + }, + "value_bits_window": { + "0": 0.03373483891133897, + "128": 0.1520001005147823, + "256": 0.20900497709705795, + "512": 0.18801130259957138, + "w": null + } + }, + { + "step": 16401, + "loss": 1.0567716360092163, + "ema": 1.0262785252058957, + "lr": 0.00030648548802960843, + "value_bits": { + "0": 0.7006305668120061, + "128": 0.8665654056999342, + "256": 0.894313043816554, + "512": 1.0050694217939131, + "w": null + }, + "value_n": { + "0": 72354, + "128": 56040, + "256": 75000, + "512": 91002, + "w": 0 + }, + "value_bits_window": { + "0": 0.05655693301880107, + "128": 0.20417940116577463, + "256": 0.10643706595908367, + "512": 0.24233624666991166, + "w": null + } + }, + { + "step": 16501, + "loss": 1.021399736404419, + "ema": 1.0291979688812714, + "lr": 0.0003015324541218433, + "value_bits": { + "0": 0.6962004998949228, + "128": 0.8622532533808995, + "256": 0.8898578040132765, + "512": 1.0001317374071326, + "w": null + }, + "value_n": { + "0": 72876, + "128": 56370, + "256": 75456, + "512": 91542, + "w": 0 + }, + "value_bits_window": { + "0": 0.0821524889396694, + "128": 0.12997138683936293, + "256": 0.15708809952686215, + "512": 0.16802219191492454, + "w": null + } + }, + { + "step": 16601, + "loss": 1.0430246591567993, + "ema": 1.0281575933143023, + "lr": 0.00029662235085386025, + "value_bits": { + "0": 0.6918978202166742, + "128": 0.8574831635046934, + "256": 0.8859840895881346, + "512": 0.9949696367894637, + "w": null + }, + "value_n": { + "0": 73356, + "128": 56724, + "256": 75864, + "512": 92160, + "w": 0 + }, + "value_bits_window": { + "0": 0.038643478066582394, + "128": 0.09790698745460409, + "256": 0.16957478649127133, + "512": 0.23032721811201926, + "w": null + } + }, + { + "step": 16701, + "loss": 1.0165064334869385, + "ema": 1.0276498991946228, + "lr": 0.00029175602660154627, + "value_bits": { + "0": 0.6881468403176159, + "128": 0.853508651950268, + "256": 0.8812236487183863, + "512": 0.9903581585850911, + "w": null + }, + "value_n": { + "0": 73794, + "128": 57042, + "256": 76356, + "512": 92748, + "w": 0 + }, + "value_bits_window": { + "0": 0.05993478215476774, + "128": 0.14454577958161655, + "256": 0.14718688826598827, + "512": 0.2675795338997698, + "w": null + } + }, + { + "step": 16801, + "loss": 1.0066299438476562, + "ema": 1.0292644622156104, + "lr": 0.0002869343221765771, + "value_bits": { + "0": 0.6841246393327979, + "128": 0.849504535316565, + "256": 0.8771970461993124, + "512": 0.9861148156757598, + "w": null + }, + "value_n": { + "0": 74268, + "128": 57360, + "256": 76818, + "512": 93306, + "w": 0 + }, + "value_bits_window": { + "0": 0.0579341341141194, + "128": 0.13125667047478942, + "256": 0.21170946622875314, + "512": 0.28080734586453143, + "w": null + } + }, + { + "step": 16901, + "loss": 1.0175976753234863, + "ema": 1.0257773294902115, + "lr": 0.00028215807068113934, + "value_bits": { + "0": 0.680010339776912, + "128": 0.8450034700127693, + "256": 0.8723912558878475, + "512": 0.9816844741353377, + "w": null + }, + "value_n": { + "0": 74748, + "128": 57714, + "256": 77334, + "512": 93846, + "w": 0 + }, + "value_bits_window": { + "0": 0.043425340992479744, + "128": 0.11567831231298535, + "256": 0.15694319358916786, + "512": 0.2161706819675069, + "w": null + } + }, + { + "step": 17001, + "loss": 1.0195093154907227, + "ema": 1.0247294591050709, + "lr": 0.0002774280973639862, + "value_bits": { + "0": 0.6754008517272432, + "128": 0.8413092916646844, + "256": 0.8689078998198078, + "512": 0.9771202740416961, + "w": null + }, + "value_n": { + "0": 75276, + "128": 58014, + "256": 77736, + "512": 94422, + "w": 0 + }, + "value_bits_window": { + "0": 0.022844009422973027, + "128": 0.1306232610600948, + "256": 0.19880377502930716, + "512": 0.2334884650349624, + "w": null + } + }, + { + "step": 17101, + "loss": 0.9858065843582153, + "ema": 1.0239701392837306, + "lr": 0.0002727452194778497, + "value_bits": { + "0": 0.6717969123060253, + "128": 0.8362740483860388, + "256": 0.8651300401832466, + "512": 0.9725480004090385, + "w": null + }, + "value_n": { + "0": 75702, + "128": 58422, + "256": 78150, + "512": 94980, + "w": 0 + }, + "value_bits_window": { + "0": 0.034965588663787614, + "128": 0.12030688277980729, + "256": 0.1557684539327084, + "512": 0.1988504718377294, + "w": null + } + }, + { + "step": 17201, + "loss": 1.1007115840911865, + "ema": 1.0246749657029002, + "lr": 0.0002681102461382337, + "value_bits": { + "0": 0.6681499883213872, + "128": 0.8323079824891715, + "256": 0.8610547233198614, + "512": 0.9682552773732466, + "w": null + }, + "value_n": { + "0": 76146, + "128": 58746, + "256": 78606, + "512": 95538, + "w": 0 + }, + "value_bits_window": { + "0": 0.04634944894057689, + "128": 0.11716754475218774, + "256": 0.16262048456208508, + "512": 0.23756919504433463, + "w": null + } + }, + { + "step": 17301, + "loss": 1.0471423864364624, + "ema": 1.0271127773441702, + "lr": 0.00026352397818361494, + "value_bits": { + "0": 0.6644783567876172, + "128": 0.8283189317699808, + "256": 0.8574350452011755, + "512": 0.9633397168791138, + "w": null + }, + "value_n": { + "0": 76608, + "128": 59076, + "256": 79008, + "512": 96162, + "w": 0 + }, + "value_bits_window": { + "0": 0.05932672308535418, + "128": 0.11819537555915827, + "256": 0.14965291038169412, + "512": 0.2107390462245396, + "w": null + } + }, + { + "step": 17401, + "loss": 1.024741291999817, + "ema": 1.024468071293737, + "lr": 0.0002589872080370713, + "value_bits": { + "0": 0.6610781285521389, + "128": 0.8239739361412542, + "256": 0.8539686353434062, + "512": 0.9581633440067109, + "w": null + }, + "value_n": { + "0": 77028, + "128": 59448, + "256": 79428, + "512": 96792, + "w": 0 + }, + "value_bits_window": { + "0": 0.04087649840087506, + "128": 0.13396059806959493, + "256": 0.20188742095617782, + "512": 0.16805164852097146, + "w": null + } + }, + { + "step": 17501, + "loss": 1.0515673160552979, + "ema": 1.0269629247315897, + "lr": 0.00025450071956936634, + "value_bits": { + "0": 0.6574576711045954, + "128": 0.8198697114051429, + "256": 0.850357585971611, + "512": 0.9541380853369983, + "w": null + }, + "value_n": { + "0": 77484, + "128": 59802, + "256": 79854, + "512": 97302, + "w": 0 + }, + "value_bits_window": { + "0": 0.04588618805772773, + "128": 0.13063820826291134, + "256": 0.17707488760790102, + "512": 0.19019134580992864, + "w": null + } + }, + { + "step": 17601, + "loss": 0.9881619215011597, + "ema": 1.0268006848890912, + "lr": 0.000250065287963511, + "value_bits": { + "0": 0.6541127374107052, + "128": 0.8150773915591248, + "256": 0.8470955290917218, + "512": 0.9498487120581678, + "w": null + }, + "value_n": { + "0": 77922, + "128": 60198, + "256": 80250, + "512": 97848, + "w": 0 + }, + "value_bits_window": { + "0": 0.062380220658672283, + "128": 0.09136448390365019, + "256": 0.18929681675161378, + "512": 0.18544468499450356, + "w": null + } + }, + { + "step": 17701, + "loss": 1.0166842937469482, + "ema": 1.0252803371529415, + "lr": 0.00024568167958082557, + "value_bits": { + "0": 0.6504146611280645, + "128": 0.8105029445041879, + "256": 0.8433997722659734, + "512": 0.9463459566307143, + "w": null + }, + "value_n": { + "0": 78402, + "128": 60600, + "256": 80688, + "512": 98340, + "w": 0 + }, + "value_bits_window": { + "0": 0.050078202594880654, + "128": 0.1254965668596949, + "256": 0.16626624426068806, + "512": 0.24972479186348995, + "w": null + } + }, + { + "step": 17801, + "loss": 1.0213611125946045, + "ema": 1.0218940332029443, + "lr": 0.00024135065182852723, + "value_bits": { + "0": 0.647362132946757, + "128": 0.8077274671793893, + "256": 0.8394397322775189, + "512": 0.9412757026220979, + "w": null + }, + "value_n": { + "0": 78810, + "128": 60858, + "256": 81150, + "512": 98982, + "w": 0 + }, + "value_bits_window": { + "0": 0.06078293081226239, + "128": 0.15581302577317258, + "256": 0.14782131974850182, + "512": 0.16462651382563423, + "w": null + } + }, + { + "step": 17901, + "loss": 0.9339672923088074, + "ema": 1.018429123980254, + "lr": 0.00023707295302886314, + "value_bits": { + "0": 0.6434120011796622, + "128": 0.8037381416190351, + "256": 0.8358944452820294, + "512": 0.9374048823300094, + "w": null + }, + "value_n": { + "0": 79350, + "128": 61188, + "256": 81558, + "512": 99474, + "w": 0 + }, + "value_bits_window": { + "0": 0.06691221494868485, + "128": 0.06803397509772952, + "256": 0.13074728919386813, + "512": 0.15866192673749915, + "w": null + } + }, + { + "step": 18001, + "loss": 1.0583794116973877, + "ema": 1.0214785858122764, + "lr": 0.00023284932228981455, + "value_bits": { + "0": 0.640499606659527, + "128": 0.8003509781053655, + "256": 0.8323719872597859, + "512": 0.933143287729183, + "w": null + }, + "value_n": { + "0": 79728, + "128": 61512, + "256": 81966, + "512": 100062, + "w": 0 + }, + "value_bits_window": { + "0": 0.029127899853349074, + "128": 0.1606788760238343, + "256": 0.12824298878393178, + "512": 0.21219454398326237, + "w": null + } + }, + { + "step": 18101, + "loss": 1.0211267471313477, + "ema": 1.0250292785335469, + "lr": 0.00022868048937739292, + "value_bits": { + "0": 0.637096924366685, + "128": 0.7965744292546459, + "256": 0.8284513406617113, + "512": 0.9288199574137906, + "w": null + }, + "value_n": { + "0": 80178, + "128": 61866, + "256": 82464, + "512": 100644, + "w": 0 + }, + "value_bits_window": { + "0": 0.034232360269542614, + "128": 0.14035105946520723, + "256": 0.18315069998343908, + "512": 0.18551913607566128, + "w": null + } + }, + { + "step": 18201, + "loss": 1.024032473564148, + "ema": 1.0206269555407912, + "lr": 0.0002245671745895482, + "value_bits": { + "0": 0.6339269286866367, + "128": 0.7925519567831358, + "256": 0.8239331089914776, + "512": 0.9253919481194653, + "w": null + }, + "value_n": { + "0": 80604, + "128": 62244, + "256": 83004, + "512": 101142, + "w": 0 + }, + "value_bits_window": { + "0": 0.037298023440372495, + "128": 0.13420729561264555, + "256": 0.13394893037271038, + "512": 0.2326036601313642, + "w": null + } + }, + { + "step": 18301, + "loss": 1.0536115169525146, + "ema": 1.0209817468324243, + "lr": 0.00022051008863171656, + "value_bits": { + "0": 0.6312478203784231, + "128": 0.7884742284759672, + "256": 0.820963719850914, + "512": 0.9212775129763676, + "w": null + }, + "value_n": { + "0": 80988, + "128": 62646, + "256": 83412, + "512": 101688, + "w": 0 + }, + "value_bits_window": { + "0": 0.06888624205745204, + "128": 0.1570958186465767, + "256": 0.21686769969562852, + "512": 0.1591123128972411, + "w": null + } + }, + { + "step": 18401, + "loss": 1.0048038959503174, + "ema": 1.0259150318059982, + "lr": 0.0002165099324940219, + "value_bits": { + "0": 0.6277782712015609, + "128": 0.7856661411007597, + "256": 0.8170792586992868, + "512": 0.918306892047388, + "w": null + }, + "value_n": { + "0": 81462, + "128": 62934, + "256": 83898, + "512": 102162, + "w": 0 + }, + "value_bits_window": { + "0": 0.03496846374226761, + "128": 0.17484863517284918, + "256": 0.15039062993481545, + "512": 0.28101469578986144, + "w": null + } + }, + { + "step": 18501, + "loss": 1.0609521865844727, + "ema": 1.0178184493381415, + "lr": 0.00021256739733015862, + "value_bits": { + "0": 0.6255486472487874, + "128": 0.7816559309296, + "256": 0.8137171866322357, + "512": 0.9136878030186689, + "w": null + }, + "value_n": { + "0": 81786, + "128": 63330, + "256": 84300, + "512": 102810, + "w": 0 + }, + "value_bits_window": { + "0": 0.06496338045605407, + "128": 0.14433631751604606, + "256": 0.11204772822069209, + "512": 0.18545420216681294, + "w": null + } + }, + { + "step": 18601, + "loss": 1.0182914733886719, + "ema": 1.0154473953925287, + "lr": 0.00020868316433797222, + "value_bits": { + "0": 0.6220858434662437, + "128": 0.7776897824884834, + "256": 0.8106288937955034, + "512": 0.9102200878026974, + "w": null + }, + "value_n": { + "0": 82254, + "128": 63720, + "256": 84708, + "512": 103320, + "w": 0 + }, + "value_bits_window": { + "0": 0.016938685006589613, + "128": 0.13364829331947772, + "256": 0.1725330944412525, + "512": 0.21116949691240652, + "w": null + } + }, + { + "step": 18701, + "loss": 1.0306200981140137, + "ema": 1.0220293176509725, + "lr": 0.00020485790464176096, + "value_bits": { + "0": 0.619357362605793, + "128": 0.7736455177635829, + "256": 0.8065503372488471, + "512": 0.9064916275980648, + "w": null + }, + "value_n": { + "0": 82638, + "128": 64122, + "256": 85230, + "512": 103836, + "w": 0 + }, + "value_bits_window": { + "0": 0.03490823579458023, + "128": 0.13259937778681924, + "256": 0.1446990576431696, + "512": 0.15993250290304675, + "w": null + } + }, + { + "step": 18801, + "loss": 1.0567145347595215, + "ema": 1.0189513706224327, + "lr": 0.00020109227917631847, + "value_bits": { + "0": 0.6158972047457897, + "128": 0.7696285421660186, + "256": 0.8031215432443943, + "512": 0.9026470100327827, + "w": null + }, + "value_n": { + "0": 83124, + "128": 64530, + "256": 85698, + "512": 104388, + "w": 0 + }, + "value_bits_window": { + "0": 0.0275422145503977, + "128": 0.1383135684723624, + "256": 0.17868540435654884, + "512": 0.1794410145461404, + "w": null + } + }, + { + "step": 18901, + "loss": 1.084162950515747, + "ema": 1.0252604502764766, + "lr": 0.0001973869385727354, + "value_bits": { + "0": 0.6130927691074057, + "128": 0.766229245319466, + "256": 0.7996597592516291, + "512": 0.8979415084230403, + "w": null + }, + "value_n": { + "0": 83550, + "128": 64866, + "256": 86136, + "512": 105030, + "w": 0 + }, + "value_bits_window": { + "0": 0.06587232778103999, + "128": 0.11338214559313063, + "256": 0.12233563913293379, + "512": 0.13283574200905218, + "w": null + } + }, + { + "step": 19001, + "loss": 0.9618887901306152, + "ema": 1.019047904114397, + "lr": 0.00019374252304598305, + "value_bits": { + "0": 0.6096225012460068, + "128": 0.7643226438316809, + "256": 0.7962150709519291, + "512": 0.8939833784210661, + "w": null + }, + "value_n": { + "0": 84042, + "128": 65064, + "256": 86604, + "512": 105588, + "w": 0 + }, + "value_bits_window": { + "0": 0.0203117699047902, + "128": 0.13970844127275203, + "256": 0.16221577312507138, + "512": 0.14896116675915272, + "w": null + } + }, + { + "step": 19101, + "loss": 1.0204463005065918, + "ema": 1.0239827522095106, + "lr": 0.00019015966228429549, + "value_bits": { + "0": 0.6067976228634913, + "128": 0.7608268904703667, + "256": 0.7924000258694667, + "512": 0.8904698359160214, + "w": null + }, + "value_n": { + "0": 84450, + "128": 65406, + "256": 87126, + "512": 106140, + "w": 0 + }, + "value_bits_window": { + "0": 0.024914218394459575, + "128": 0.09577514573190743, + "256": 0.15945335092394142, + "512": 0.2183902597879633, + "w": null + } + }, + { + "step": 19201, + "loss": 0.9962493181228638, + "ema": 1.0175798652353307, + "lr": 0.00018663897534037111, + "value_bits": { + "0": 0.6039568364991038, + "128": 0.7580377713679994, + "256": 0.7890498828408651, + "512": 0.8858071373919792, + "w": null + }, + "value_n": { + "0": 84870, + "128": 65676, + "256": 87594, + "512": 106842, + "w": 0 + }, + "value_bits_window": { + "0": 0.03275586394548207, + "128": 0.08238916392567854, + "256": 0.16536492234950328, + "512": 0.18082306140646473, + "w": null + } + }, + { + "step": 19301, + "loss": 1.0571119785308838, + "ema": 1.012710132836044, + "lr": 0.00018318107052441168, + "value_bits": { + "0": 0.6011907636548834, + "128": 0.7546155901665567, + "256": 0.7858266803385376, + "512": 0.8820683822166746, + "w": null + }, + "value_n": { + "0": 85338, + "128": 66006, + "256": 88080, + "512": 107382, + "w": 0 + }, + "value_bits_window": { + "0": 0.09957409209723618, + "128": 0.07353930960303776, + "256": 0.2048941700734095, + "512": 0.1423348999205803, + "w": null + } + }, + { + "step": 19401, + "loss": 1.0160903930664062, + "ema": 1.018532484449987, + "lr": 0.0001797865452990175, + "value_bits": { + "0": 0.5985467389115224, + "128": 0.7514310226213888, + "256": 0.7823990168133261, + "512": 0.8785869997826811, + "w": null + }, + "value_n": { + "0": 85734, + "128": 66348, + "256": 88566, + "512": 107928, + "w": 0 + }, + "value_bits_window": { + "0": 0.028759406717217502, + "128": 0.13680948640400584, + "256": 0.16118789891077787, + "512": 0.193902368780693, + "w": null + } + }, + { + "step": 19501, + "loss": 1.0028839111328125, + "ema": 1.0154354419042018, + "lr": 0.00017645598617595698, + "value_bits": { + "0": 0.5957037632150252, + "128": 0.7485290542263086, + "256": 0.7787769705850096, + "512": 0.8756869880552361, + "w": null + }, + "value_n": { + "0": 86184, + "128": 66660, + "256": 89076, + "512": 108444, + "w": 0 + }, + "value_bits_window": { + "0": 0.054060033518362624, + "128": 0.13141431359558242, + "256": 0.14977668380640746, + "512": 0.2691124420868753, + "w": null + } + }, + { + "step": 19601, + "loss": 1.0217512845993042, + "ema": 1.0190261302895673, + "lr": 0.00017318996861482767, + "value_bits": { + "0": 0.5929711287852308, + "128": 0.7456261584164556, + "256": 0.7750696354558086, + "512": 0.8715452471601676, + "w": null + }, + "value_n": { + "0": 86592, + "128": 66978, + "256": 89598, + "512": 109098, + "w": 0 + }, + "value_bits_window": { + "0": 0.015742291291616535, + "128": 0.13711347072841587, + "256": 0.1424363328337749, + "512": 0.18477621103657899, + "w": null + } + }, + { + "step": 19701, + "loss": 1.0494091510772705, + "ema": 1.018603503269521, + "lr": 0.00016998905692362765, + "value_bits": { + "0": 0.5906314825551027, + "128": 0.7421846135762632, + "256": 0.7725005054963354, + "512": 0.8681743260276128, + "w": null + }, + "value_n": { + "0": 86982, + "128": 67398, + "256": 89958, + "512": 109698, + "w": 0 + }, + "value_bits_window": { + "0": 0.07115803035187386, + "128": 0.19335654141814734, + "256": 0.13308687741610128, + "512": 0.2552397364951823, + "w": null + } + }, + { + "step": 19801, + "loss": 0.9933140873908997, + "ema": 1.0168899631309722, + "lr": 0.00016685380416125387, + "value_bits": { + "0": 0.5878351497715605, + "128": 0.7391105391231005, + "256": 0.769548535595906, + "512": 0.8648592932250889, + "w": null + }, + "value_n": { + "0": 87444, + "128": 67722, + "256": 90414, + "512": 110250, + "w": 0 + }, + "value_bits_window": { + "0": 0.061361950251937254, + "128": 0.09964612556060091, + "256": 0.1871947893177664, + "512": 0.20606858965394323, + "w": null + } + }, + { + "step": 19901, + "loss": 1.005627155303955, + "ema": 1.0167176430619391, + "lr": 0.00016378475204194287, + "value_bits": { + "0": 0.5847319639704037, + "128": 0.735589296441438, + "256": 0.7662499995209521, + "512": 0.8620691641437525, + "w": null + }, + "value_n": { + "0": 87930, + "128": 68088, + "256": 90888, + "512": 110712, + "w": 0 + }, + "value_bits_window": { + "0": 0.02638838537708615, + "128": 0.08404394975414677, + "256": 0.13706468162878482, + "512": 0.1962429060975779, + "w": null + } + }, + { + "step": 20001, + "loss": 0.9881598353385925, + "ema": 1.0138501279230858, + "lr": 0.0001607824308416733, + "value_bits": { + "0": 0.5818129882290949, + "128": 0.7326481594731842, + "256": 0.7633612722230343, + "512": 0.8593596810779767, + "w": null + }, + "value_n": { + "0": 88410, + "128": 68418, + "256": 91314, + "512": 111198, + "w": 0 + }, + "value_bits_window": { + "0": 0.04709311961809638, + "128": 0.12581139009601353, + "256": 0.14704520026730436, + "512": 0.24213274861262848, + "w": null + } + }, + { + "step": 20101, + "loss": 0.9828951358795166, + "ema": 1.014319751270486, + "lr": 0.0001578473593065433, + "value_bits": { + "0": 0.5787173463995365, + "128": 0.7293737315066957, + "256": 0.7601907850583403, + "512": 0.8564082597920795, + "w": null + }, + "value_n": { + "0": 88896, + "128": 68796, + "256": 91782, + "512": 111672, + "w": 0 + }, + "value_bits_window": { + "0": 0.015578058022473648, + "128": 0.13670226957227963, + "256": 0.14157996250091143, + "512": 0.16401977002581583, + "w": null + } + }, + { + "step": 20201, + "loss": 1.0065913200378418, + "ema": 1.0134632521030267, + "lr": 0.00015498004456314098, + "value_bits": { + "0": 0.5756467302829644, + "128": 0.7259860371465516, + "256": 0.7578173260538661, + "512": 0.8532027178998668, + "w": null + }, + "value_n": { + "0": 89406, + "128": 69192, + "256": 92172, + "512": 112242, + "w": 0 + }, + "value_bits_window": { + "0": 0.04042027871669433, + "128": 0.13745113512516485, + "256": 0.199251135416301, + "512": 0.2251864473960578, + "w": null + } + }, + { + "step": 20301, + "loss": 1.0005238056182861, + "ema": 1.0154130589800892, + "lr": 0.00015218098203092226, + "value_bits": { + "0": 0.5735721196121276, + "128": 0.7235895901142763, + "256": 0.753933264156377, + "512": 0.8497715528602708, + "w": null + }, + "value_n": { + "0": 89766, + "128": 69450, + "256": 92766, + "512": 112830, + "w": 0 + }, + "value_bits_window": { + "0": 0.05834255950978729, + "128": 0.08089593485381454, + "256": 0.15123670992175944, + "512": 0.1948041610671865, + "w": null + } + }, + { + "step": 20401, + "loss": 1.0200016498565674, + "ema": 1.014647101903445, + "lr": 0.0001494506553366113, + "value_bits": { + "0": 0.5710545884008391, + "128": 0.7205976407187457, + "256": 0.7514551955971237, + "512": 0.8465074822507099, + "w": null + }, + "value_n": { + "0": 90192, + "128": 69804, + "256": 93156, + "512": 113394, + "w": 0 + }, + "value_bits_window": { + "0": 0.040564666540475906, + "128": 0.13361773812100375, + "256": 0.1620179956799757, + "512": 0.19351973956142068, + "w": null + } + }, + { + "step": 20501, + "loss": 1.0519328117370605, + "ema": 1.0177666307076503, + "lr": 0.0001467895362306391, + "value_bits": { + "0": 0.5679970128021802, + "128": 0.7179068490369059, + "256": 0.7484180961910706, + "512": 0.8434156109998625, + "w": null + }, + "value_n": { + "0": 90702, + "128": 70116, + "256": 93612, + "512": 113964, + "w": 0 + }, + "value_bits_window": { + "0": 0.027273761048740994, + "128": 0.11589395621913896, + "256": 0.1279706570018433, + "512": 0.22832850816022002, + "w": null + } + }, + { + "step": 20601, + "loss": 1.0014920234680176, + "ema": 1.0133412202291558, + "lr": 0.00014419808450563305, + "value_bits": { + "0": 0.5652235565108404, + "128": 0.7154861908110048, + "256": 0.7451421670714952, + "512": 0.8404763883745123, + "w": null + }, + "value_n": { + "0": 91188, + "128": 70398, + "256": 94134, + "512": 114486, + "w": 0 + }, + "value_bits_window": { + "0": 0.04761443606414866, + "128": 0.11361784979227323, + "256": 0.15765887829432232, + "512": 0.19877989934118598, + "w": null + } + }, + { + "step": 20701, + "loss": 0.9820154905319214, + "ema": 1.0143122815167036, + "lr": 0.00014167674791697334, + "value_bits": { + "0": 0.5628060878538742, + "128": 0.7132163804492926, + "256": 0.7419011196034389, + "512": 0.8376162882846117, + "w": null + }, + "value_n": { + "0": 91614, + "128": 70668, + "256": 94638, + "512": 114996, + "w": 0 + }, + "value_bits_window": { + "0": 0.04533159984578469, + "128": 0.12140115880551366, + "256": 0.1365583371470585, + "512": 0.19557429045642433, + "w": null + } + }, + { + "step": 20801, + "loss": 1.0131232738494873, + "ema": 1.0128929175535146, + "lr": 0.00013922596210542957, + "value_bits": { + "0": 0.5600496330173772, + "128": 0.7105576599366571, + "256": 0.73929688615028, + "512": 0.8344360675407066, + "w": null + }, + "value_n": { + "0": 92082, + "128": 71004, + "256": 95040, + "512": 115566, + "w": 0 + }, + "value_bits_window": { + "0": 0.02045592919081941, + "128": 0.15137176354698895, + "256": 0.12621368828944463, + "512": 0.19283490145984797, + "w": null + } + }, + { + "step": 20901, + "loss": 1.0071467161178589, + "ema": 1.018906140873651, + "lr": 0.00013684615052188926, + "value_bits": { + "0": 0.5574844390155561, + "128": 0.7075418529555556, + "256": 0.7361966073159669, + "512": 0.831530124847897, + "w": null + }, + "value_n": { + "0": 92532, + "128": 71370, + "256": 95508, + "512": 116088, + "w": 0 + }, + "value_bits_window": { + "0": 0.03257734106958132, + "128": 0.12247529862188075, + "256": 0.10660152096316217, + "512": 0.18818113397195738, + "w": null + } + }, + { + "step": 21001, + "loss": 1.0602946281433105, + "ema": 1.011660873411386, + "lr": 0.00013453772435419398, + "value_bits": { + "0": 0.5551689249497348, + "128": 0.704248361681353, + "256": 0.7332843343033734, + "512": 0.8285272059032116, + "w": null + }, + "value_n": { + "0": 92952, + "128": 71778, + "256": 95988, + "512": 116628, + "w": 0 + }, + "value_bits_window": { + "0": 0.04502809747692692, + "128": 0.12812955717193275, + "256": 0.15381481162258986, + "512": 0.1829663643279297, + "w": null + } + }, + { + "step": 21101, + "loss": 1.0160256624221802, + "ema": 1.008651781859636, + "lr": 0.00013230108245609296, + "value_bits": { + "0": 0.5531080319417517, + "128": 0.7016324149222343, + "256": 0.7307133495852975, + "512": 0.8254156364659345, + "w": null + }, + "value_n": { + "0": 93348, + "128": 72090, + "256": 96414, + "512": 117258, + "w": 0 + }, + "value_bits_window": { + "0": 0.06936023679516805, + "128": 0.09981374031960964, + "256": 0.15140893381376555, + "512": 0.2493900486393434, + "w": null + } + }, + { + "step": 21201, + "loss": 1.0069189071655273, + "ema": 1.006300785652556, + "lr": 0.00013013661127832891, + "value_bits": { + "0": 0.550981057533676, + "128": 0.6995776136927934, + "256": 0.7279322511467992, + "512": 0.8219871024296903, + "w": null + }, + "value_n": { + "0": 93768, + "128": 72354, + "256": 96864, + "512": 117870, + "w": 0 + }, + "value_bits_window": { + "0": 0.07824580266451389, + "128": 0.13847677797158747, + "256": 0.13207264037040659, + "512": 0.16508670370106895, + "w": null + } + }, + { + "step": 21301, + "loss": 1.0201959609985352, + "ema": 1.0089057242182766, + "lr": 0.0001280446848018664, + "value_bits": { + "0": 0.5492025678217708, + "128": 0.6972406720974977, + "256": 0.7247365133643044, + "512": 0.8190825859057154, + "w": null + }, + "value_n": { + "0": 94122, + "128": 72684, + "256": 97404, + "512": 118446, + "w": 0 + }, + "value_bits_window": { + "0": 0.07811380142086455, + "128": 0.1848556048671276, + "256": 0.1514921715799143, + "512": 0.22471563680687648, + "w": null + } + }, + { + "step": 21401, + "loss": 0.9760985374450684, + "ema": 1.0067237276873908, + "lr": 0.0001260256644732746, + "value_bits": { + "0": 0.546882285372311, + "128": 0.6941721744072177, + "256": 0.7219722176310236, + "512": 0.816006815734263, + "w": null + }, + "value_n": { + "0": 94554, + "128": 73044, + "256": 97842, + "512": 119022, + "w": 0 + }, + "value_bits_window": { + "0": 0.041350746696235355, + "128": 0.07464249073969226, + "256": 0.10723828702717231, + "512": 0.1835195349567492, + "w": null + } + }, + { + "step": 21501, + "loss": 1.0502424240112305, + "ema": 1.0134433069475945, + "lr": 0.00012407989914227602, + "value_bits": { + "0": 0.5445483029810624, + "128": 0.6911224765178265, + "256": 0.7191395708068119, + "512": 0.8135241843885174, + "w": null + }, + "value_n": { + "0": 94968, + "128": 73434, + "256": 98304, + "512": 119520, + "w": 0 + }, + "value_bits_window": { + "0": 0.011487020318934902, + "128": 0.11993752104939541, + "256": 0.11924383363252648, + "512": 0.22017529275533101, + "w": null + } + }, + { + "step": 21601, + "loss": 1.0208625793457031, + "ema": 1.0142249404050196, + "lr": 0.00012220772500147172, + "value_bits": { + "0": 0.5418761925194744, + "128": 0.6884050123604328, + "256": 0.7163773785631385, + "512": 0.8107896951001878, + "w": null + }, + "value_n": { + "0": 95466, + "128": 73788, + "256": 98766, + "512": 120018, + "w": 0 + }, + "value_bits_window": { + "0": 0.032307946904847215, + "128": 0.12469240520208251, + "256": 0.12864026531190723, + "512": 0.1545122659010768, + "w": null + } + }, + { + "step": 21701, + "loss": 1.0109071731567383, + "ema": 1.0136958046693134, + "lr": 0.00012040946552825321, + "value_bits": { + "0": 0.5396397642602728, + "128": 0.6858984549653627, + "256": 0.7133041585970038, + "512": 0.8080931773732283, + "w": null + }, + "value_n": { + "0": 95880, + "128": 74124, + "256": 99288, + "512": 120522, + "w": 0 + }, + "value_bits_window": { + "0": 0.023932372489905186, + "128": 0.1354405470265852, + "256": 0.13182974638387343, + "512": 0.16596884294024383, + "w": null + } + }, + { + "step": 21801, + "loss": 1.0296639204025269, + "ema": 1.0129722406737218, + "lr": 0.00011868543142891201, + "value_bits": { + "0": 0.5377886918364106, + "128": 0.6830930094274047, + "256": 0.7108743427172768, + "512": 0.804893842752355, + "w": null + }, + "value_n": { + "0": 96234, + "128": 74514, + "256": 99732, + "512": 121146, + "w": 0 + }, + "value_bits_window": { + "0": 0.03643043194963724, + "128": 0.14988571441304305, + "256": 0.16751497545073857, + "512": 0.18696081843041448, + "w": null + } + }, + { + "step": 21901, + "loss": 0.9982236623764038, + "ema": 1.0077699386133911, + "lr": 0.00011703592058495441, + "value_bits": { + "0": 0.535784186402417, + "128": 0.6806978789151716, + "256": 0.7086795553986204, + "512": 0.8020126843376434, + "w": null + }, + "value_n": { + "0": 96624, + "128": 74856, + "256": 100182, + "512": 121734, + "w": 0 + }, + "value_bits_window": { + "0": 0.04116476092821884, + "128": 0.15885356608320889, + "256": 0.2222561579225251, + "512": 0.208405852180079, + "w": null + } + }, + { + "step": 22001, + "loss": 0.9954876899719238, + "ema": 1.004314611112445, + "lr": 0.00011546121800163398, + "value_bits": { + "0": 0.5336293863501127, + "128": 0.6784486036807156, + "256": 0.7056391905425201, + "512": 0.799472816493744, + "w": null + }, + "value_n": { + "0": 97032, + "128": 75168, + "256": 100716, + "512": 122262, + "w": 0 + }, + "value_bits_window": { + "0": 0.023322032786757683, + "128": 0.13879556858313005, + "256": 0.13524624669637786, + "512": 0.21388896780196362, + "w": null + } + }, + { + "step": 22101, + "loss": 0.9607585668563843, + "ema": 1.0113673357225217, + "lr": 0.00011396159575870696, + "value_bits": { + "0": 0.5313716486624054, + "128": 0.6757657862132027, + "256": 0.7035487431480512, + "512": 0.7966903871038794, + "w": null + }, + "value_n": { + "0": 97452, + "128": 75534, + "256": 101106, + "512": 122838, + "w": 0 + }, + "value_bits_window": { + "0": 0.009769736010918151, + "128": 0.12477665124596599, + "256": 0.16369874370874327, + "512": 0.20609076546564736, + "w": null + } + }, + { + "step": 22201, + "loss": 0.996890127658844, + "ema": 1.0113024887310285, + "lr": 0.00011253731296342258, + "value_bits": { + "0": 0.5293028922509316, + "128": 0.6734074470699304, + "256": 0.7005578129998972, + "512": 0.7938681449633005, + "w": null + }, + "value_n": { + "0": 97866, + "128": 75846, + "256": 101640, + "512": 123372, + "w": 0 + }, + "value_bits_window": { + "0": 0.04233562217621697, + "128": 0.10246261101886898, + "256": 0.13426383629716535, + "512": 0.1446573208725937, + "w": null + } + }, + { + "step": 22301, + "loss": 1.0049902200698853, + "ema": 1.0032283750417037, + "lr": 0.00011118861570575383, + "value_bits": { + "0": 0.5264547393897738, + "128": 0.6713591471807828, + "256": 0.6982659588598888, + "512": 0.7911950496931083, + "w": null + }, + "value_n": { + "0": 98424, + "128": 76128, + "256": 102060, + "512": 123906, + "w": 0 + }, + "value_bits_window": { + "0": 0.026925477902179976, + "128": 0.12045363869753058, + "256": 0.14363725697788282, + "512": 0.1736199379437787, + "w": null + } + }, + { + "step": 22401, + "loss": 1.0382025241851807, + "ema": 1.0164122182835162, + "lr": 0.00010991573701587744, + "value_bits": { + "0": 0.5239787448167581, + "128": 0.6691096310623363, + "256": 0.6959105206541951, + "512": 0.7883870718574928, + "w": null + }, + "value_n": { + "0": 98916, + "128": 76464, + "256": 102510, + "512": 124464, + "w": 0 + }, + "value_bits_window": { + "0": 0.028659049990551314, + "128": 0.15943355051142996, + "256": 0.1616971356028605, + "512": 0.1648650258005485, + "w": null + } + }, + { + "step": 22501, + "loss": 1.0163695812225342, + "ema": 1.0103866325621866, + "lr": 0.00010871889682391076, + "value_bits": { + "0": 0.521440166292362, + "128": 0.6667531151180801, + "256": 0.6939450028142672, + "512": 0.7855070835831927, + "w": null + }, + "value_n": { + "0": 99426, + "128": 76788, + "256": 102924, + "512": 125034, + "w": 0 + }, + "value_bits_window": { + "0": 0.029075395078300176, + "128": 0.11061535227362435, + "256": 0.20726569418863625, + "512": 0.15663890714023107, + "w": null + } + }, + { + "step": 22601, + "loss": 1.0238268375396729, + "ema": 1.00529316328199, + "lr": 0.00010759830192191176, + "value_bits": { + "0": 0.5189179351390029, + "128": 0.6644299719336235, + "256": 0.6920420620377752, + "512": 0.7825867463277058, + "w": null + }, + "value_n": { + "0": 99942, + "128": 77100, + "256": 103296, + "512": 125622, + "w": 0 + }, + "value_bits_window": { + "0": 0.032919185809771975, + "128": 0.09266869357448641, + "256": 0.16554131881286796, + "512": 0.16159788850023726, + "w": null + } + }, + { + "step": 22701, + "loss": 1.0208375453948975, + "ema": 1.0059770410685358, + "lr": 0.00010655414592814919, + "value_bits": { + "0": 0.5172434594999487, + "128": 0.6615735312379392, + "256": 0.6894448425224496, + "512": 0.779791333735947, + "w": null + }, + "value_n": { + "0": 100308, + "128": 77508, + "256": 103758, + "512": 126216, + "w": 0 + }, + "value_bits_window": { + "0": 0.06000180835692783, + "128": 0.121790252715236, + "256": 0.10874703504393939, + "512": 0.18860392531519207, + "w": null + } + }, + { + "step": 22801, + "loss": 1.0323741436004639, + "ema": 1.0105768830957969, + "lr": 0.00010558660925364902, + "value_bits": { + "0": 0.5146760810419535, + "128": 0.6592801416227075, + "256": 0.6871410897062755, + "512": 0.7774870268719735, + "w": null + }, + "value_n": { + "0": 100860, + "128": 77814, + "256": 104226, + "512": 126696, + "w": 0 + }, + "value_bits_window": { + "0": 0.048138765164083885, + "128": 0.07837804261168595, + "256": 0.17638727624347778, + "512": 0.171569536990149, + "w": null + } + }, + { + "step": 22901, + "loss": 1.032138466835022, + "ema": 1.0127242143308868, + "lr": 0.0001046958590710223, + "value_bits": { + "0": 0.5123282294072833, + "128": 0.6566915712850866, + "256": 0.6851439850617349, + "512": 0.7750700428298102, + "w": null + }, + "value_n": { + "0": 101340, + "128": 78216, + "256": 104634, + "512": 127236, + "w": 0 + }, + "value_bits_window": { + "0": 0.018985904672202892, + "128": 0.15562935175364243, + "256": 0.17497185593944303, + "512": 0.20799187578181305, + "w": null + } + }, + { + "step": 23001, + "loss": 1.029990792274475, + "ema": 1.0082112228694453, + "lr": 0.00010388204928558148, + "value_bits": { + "0": 0.5099974428254528, + "128": 0.6543057986267837, + "256": 0.6828579335697978, + "512": 0.7724083430337819, + "w": null + }, + "value_n": { + "0": 101844, + "128": 78570, + "256": 105078, + "512": 127788, + "w": 0 + }, + "value_bits_window": { + "0": 0.04134285512166374, + "128": 0.1271713516160081, + "256": 0.1441220961658719, + "512": 0.15888654004925754, + "w": null + } + }, + { + "step": 23101, + "loss": 1.0469770431518555, + "ema": 1.0087111675883003, + "lr": 0.00010314532050874761, + "value_bits": { + "0": 0.5080070332354807, + "128": 0.6519536386382206, + "256": 0.6808584494478281, + "512": 0.7697290279432839, + "w": null + }, + "value_n": { + "0": 102270, + "128": 78924, + "256": 105468, + "512": 128394, + "w": 0 + }, + "value_bits_window": { + "0": 0.0321589715427357, + "128": 0.12989372253258222, + "256": 0.14213590440083793, + "512": 0.2047384061865876, + "w": null + } + }, + { + "step": 23201, + "loss": 0.9888672828674316, + "ema": 1.007124506062211, + "lr": 0.00010248580003375586, + "value_bits": { + "0": 0.5061897169593292, + "128": 0.6497513154840978, + "256": 0.6784466841930387, + "512": 0.7673420946941056, + "w": null + }, + "value_n": { + "0": 102684, + "128": 79326, + "256": 105966, + "512": 128892, + "w": 0 + }, + "value_bits_window": { + "0": 0.057259920915838765, + "128": 0.21737282638957023, + "256": 0.16767548360640475, + "512": 0.15194468988489862, + "w": null + } + }, + { + "step": 23301, + "loss": 0.9977542161941528, + "ema": 1.0087160261520083, + "lr": 0.00010190360181366123, + "value_bits": { + "0": 0.503913290333487, + "128": 0.6477764022390746, + "256": 0.6760694457701927, + "512": 0.7649004502835345, + "w": null + }, + "value_n": { + "0": 103170, + "128": 79614, + "256": 106428, + "512": 129468, + "w": 0 + }, + "value_bits_window": { + "0": 0.022940879535139378, + "128": 0.10381123531302067, + "256": 0.1308173966028889, + "512": 0.21853164582636078, + "w": null + } + }, + { + "step": 23401, + "loss": 1.0219062566757202, + "ema": 1.0085915887602896, + "lr": 0.00010139882644164988, + "value_bits": { + "0": 0.5019590602692495, + "128": 0.6450923318803716, + "256": 0.6742397165924194, + "512": 0.7622457049505728, + "w": null + }, + "value_n": { + "0": 103614, + "128": 80010, + "256": 106788, + "512": 130110, + "w": 0 + }, + "value_bits_window": { + "0": 0.047864655477864, + "128": 0.10547218658294362, + "256": 0.13331078067006813, + "512": 0.2268803330379467, + "w": null + } + }, + { + "step": 23501, + "loss": 0.9832499623298645, + "ema": 1.0063131551082667, + "lr": 0.00010097156113365811, + "value_bits": { + "0": 0.49960772623678973, + "128": 0.6429370416393893, + "256": 0.6716872372410393, + "512": 0.7601381023111548, + "w": null + }, + "value_n": { + "0": 104136, + "128": 80328, + "256": 107274, + "512": 130572, + "w": 0 + }, + "value_bits_window": { + "0": 0.03288143420750449, + "128": 0.10065788383748041, + "256": 0.11083504593407054, + "512": 0.1665879304179128, + "w": null + } + }, + { + "step": 23601, + "loss": 0.9839102029800415, + "ema": 1.0044741277947968, + "lr": 0.00010062187971330323, + "value_bits": { + "0": 0.4976073949593143, + "128": 0.6405017696488677, + "256": 0.6695200839772354, + "512": 0.7581370080720741, + "w": null + }, + "value_n": { + "0": 104586, + "128": 80694, + "256": 107718, + "512": 131112, + "w": 0 + }, + "value_bits_window": { + "0": 0.03470406626780274, + "128": 0.10601945146687673, + "256": 0.1459182839292623, + "512": 0.2742724210623692, + "w": null + } + }, + { + "step": 23701, + "loss": 0.9717485308647156, + "ema": 1.0036674873885776, + "lr": 0.00010034984259912822, + "value_bits": { + "0": 0.49601347862781364, + "128": 0.6380456266377996, + "256": 0.667694744263325, + "512": 0.7558823432192028, + "w": null + }, + "value_n": { + "0": 104958, + "128": 81078, + "256": 108108, + "512": 131688, + "w": 0 + }, + "value_bits_window": { + "0": 0.04789161452476754, + "128": 0.121910199202559, + "256": 0.16353591528126749, + "512": 0.24266425608437628, + "w": null + } + }, + { + "step": 23801, + "loss": 1.011056661605835, + "ema": 1.0060999976786102, + "lr": 0.00010015549679416248, + "value_bits": { + "0": 0.4939838955765397, + "128": 0.6356694367328378, + "256": 0.6656530456424486, + "512": 0.7532990673147055, + "w": null + }, + "value_n": { + "0": 105426, + "128": 81474, + "256": 108516, + "512": 132336, + "w": 0 + }, + "value_bits_window": { + "0": 0.03881086588507752, + "128": 0.14916255513060186, + "256": 0.12466296106967593, + "512": 0.22831999738965186, + "w": null + } + }, + { + "step": 23901, + "loss": 0.9920111298561096, + "ema": 1.0077626558061301, + "lr": 0.0001000388758778005, + "value_bits": { + "0": 0.4919718429483152, + "128": 0.6333696781055992, + "256": 0.663491714520733, + "512": 0.7512331381956424, + "w": null + }, + "value_n": { + "0": 105894, + "128": 81846, + "256": 108954, + "512": 132852, + "w": 0 + }, + "value_bits_window": { + "0": 0.03871829512097716, + "128": 0.12968544585923736, + "256": 0.1280145272967448, + "512": 0.22139438645078446, + "w": null + } + }, + { + "step": 24000, + "loss": 1.0093494653701782, + "ema": 1.005815287222839, + "lr": 0.00010000000388764377, + "value_bits": { + "0": 0.4903361336532327, + "128": 0.6315156950667471, + "256": 0.6613155115776705, + "512": 0.7491414811705638, + "w": null + }, + "value_n": { + "0": 106290, + "128": 82152, + "256": 109398, + "512": 133374, + "w": 0 + }, + "value_bits_window": { + "0": 0.05293259806365263, + "128": 0.1356297610867493, + "256": 0.12729295423888976, + "512": 0.21680274727070492, + "w": null + } + } + ], + "wall_s": 1162.336179971695, + "frames": { + "mode": "dyn", + "register": "caption", + "tags": "mode", + "n_lookup": 2, + "n_bulk": 0, + "facts": 0, + "ask": "any", + "sizes": [ + 32, + 128, + 256, + 512 + ], + "frame_records": 4, + "nest": 0.3, + "overlap": 0.0 + }, + "heldout_bits_by_frame": { + "by_kind_size_segment": { + "data/128/open": { + "bits": 7.044834451660515, + "n": 80 + }, + "data/128/head": { + "bits": 1.4928323569804127, + "n": 640 + }, + "data/128/body": { + "bits": 2.260295520602405, + "n": 9440 + }, + "data/128/close": { + "bits": 2.9540902767988615, + "n": 80 + }, + "think/512/open": { + "bits": 7.469387598645161, + "n": 33 + }, + "think/512/head": { + "bits": 2.0654227525425233, + "n": 264 + }, + "think/512/body": { + "bits": 1.483395253715835, + "n": 15542 + }, + "think/512/close": { + "bits": 6.958785189964471, + "n": 33 + }, + "data/32/open": { + "bits": 6.514727680174829, + "n": 86 + }, + "data/32/head": { + "bits": 1.4405481943623726, + "n": 688 + }, + "data/32/body": { + "bits": 2.999633990805759, + "n": 1892 + }, + "data/32/close": { + "bits": 0.290126677743343, + "n": 86 + }, + "data/256/open": { + "bits": 6.500386531670479, + "n": 70 + }, + "data/256/head": { + "bits": 1.413376855124756, + "n": 560 + }, + "data/256/body": { + "bits": 1.9073015672146771, + "n": 17220 + }, + "data/256/close": { + "bits": 6.189368633072806, + "n": 70 + }, + "data/512/open": { + "bits": 6.795255674567392, + "n": 56 + }, + "data/512/head": { + "bits": 1.504214406835998, + "n": 448 + }, + "data/512/body": { + "bits": 1.6613068931680564, + "n": 28112 + }, + "data/512/close": { + "bits": 7.224783300215192, + "n": 56 + }, + "think/128/open": { + "bits": 7.1426177581674555, + "n": 22 + }, + "think/128/head": { + "bits": 2.4308546394398403, + "n": 176 + }, + "think/128/body": { + "bits": 1.7019560808628578, + "n": 2532 + }, + "think/128/close": { + "bits": 5.782313241948782, + "n": 22 + }, + "think/32/open": { + "bits": 7.917684913802146, + "n": 41 + }, + "think/32/head": { + "bits": 2.24471829775516, + "n": 328 + }, + "think/32/body": { + "bits": 1.550690173538299, + "n": 902 + }, + "think/32/close": { + "bits": 5.529572989823895, + "n": 41 + }, + "think/256/open": { + "bits": 8.242156006126388, + "n": 23 + }, + "think/256/head": { + "bits": 2.2332765189393053, + "n": 184 + }, + "think/256/body": { + "bits": 1.4959590945457728, + "n": 5146 + }, + "think/256/close": { + "bits": 8.915277871442429, + "n": 23 + }, + "data/64/open": { + "bits": 9.989159703020494, + "n": 8 + }, + "data/64/head": { + "bits": 1.6970203826783508, + "n": 64 + }, + "data/64/body": { + "bits": 2.8292372297643453, + "n": 432 + }, + "data/64/close": { + "bits": 5.96254327002066, + "n": 8 + } + }, + "by_kind_depth": { + "data/depth1": { + "bits": 1.889542975506216, + "n": 58496 + }, + "think/depth1": { + "bits": 1.5916537258486467, + "n": 25312 + }, + "data/depth2": { + "bits": 2.473164103805864, + "n": 1600 + } + }, + "outside": { + "bits": 1.4304483231733736, + "n": 701024 + } + }, + "fetch_by_frame": { + "data/128/depth0": { + "n": 49, + "value_bits": 1.0524889279936132, + "first_byte": 0.8571428571428571, + "full_value": 0.7959183673469388, + "dist": 245.28571428571428 + }, + "data/32/depth0": { + "n": 56, + "value_bits": 0.10637104630270877, + "first_byte": 1.0, + "full_value": 1.0, + "dist": 181.55357142857142 + }, + "data/256/depth0": { + "n": 47, + "value_bits": 1.0495151715176694, + "first_byte": 0.7021276595744681, + "full_value": 0.6808510638297872, + "dist": 427.63829787234044 + }, + "data/512/depth0": { + "n": 31, + "value_bits": 1.0742945608498469, + "first_byte": 0.7741935483870968, + "full_value": 0.7096774193548387, + "dist": 669.0 + }, + "data/128/depth1": { + "n": 5, + "value_bits": 0.7667260769554062, + "first_byte": 0.8, + "full_value": 0.8, + "dist": 724.8 + }, + "data/64/depth1": { + "n": 4, + "value_bits": 0.3871828449023783, + "first_byte": 0.75, + "full_value": 0.75, + "dist": 255.0 + } + }, + "fetch_by_frame_bank_off": { + "data/128/depth0": { + "n": 49, + "value_bits": 14.825241934335097, + "first_byte": 0.2653061224489796, + "full_value": 0.12244897959183673, + "dist": 245.28571428571428 + }, + "data/32/depth0": { + "n": 56, + "value_bits": 10.480119741928123, + "first_byte": 0.25, + "full_value": 0.10714285714285714, + "dist": 181.55357142857142 + }, + "data/256/depth0": { + "n": 47, + "value_bits": 15.002429495587663, + "first_byte": 0.23404255319148937, + "full_value": 0.0425531914893617, + "dist": 427.63829787234044 + }, + "data/512/depth0": { + "n": 31, + "value_bits": 16.762183635430837, + "first_byte": 0.25806451612903225, + "full_value": 0.03225806451612903, + "dist": 669.0 + }, + "data/128/depth1": { + "n": 5, + "value_bits": 14.620724087133485, + "first_byte": 0.4, + "full_value": 0.0, + "dist": 724.8 + }, + "data/64/depth1": { + "n": 4, + "value_bits": 14.444175739745596, + "first_byte": 0.25, + "full_value": 0.25, + "dist": 255.0 + } + }, + "canary": { + "prefix_bytes": 5, + "frame_bytes": 32, + "frame_records": 1, + "register": "caption", + "scheme": "mode", + "plain": { + "bits": 1.4125570698746568, + "by_position": { + "0-64": 1.921073763635208, + "64-256": 1.5122254406219662, + "256-1024": 1.414688897072155, + "1024-2048": 1.3952070462113648, + "2048-4096": 1.3951975840399076, + "4096+": null + } + }, + "tag": { + "bits": 1.4216027338729311, + "by_position": { + "0-64": 1.934496632620393, + "64-256": 1.5601999951657881, + "256-1024": 1.4400712258572839, + "1024-2048": 1.4009475237078675, + "2048-4096": 1.3959831943649847, + "4096+": null + } + }, + "frame": { + "bits": 1.4387844456290666, + "by_position": { + "0-64": 2.8306039904734477, + "64-256": 1.6026087573452148, + "256-1024": 1.4464308926500733, + "1024-2048": 1.3996887648334306, + "2048-4096": 1.396611957726394, + "4096+": null + } + } + }, + "formation": { + "register": "caption", + "uniform_bits": 4.700439718141092, + "margin": 0.2, + "near_band_value_bits_at_end": 0.042097245407506506, + "first_step_under": 1401, + "at_the_rate": false, + "whole_value_zero_everywhere": false, + "failure": false, + "formed": true, + "floor": 0.05, + "min_trials": 8, + "groups_judged": 4, + "near_band_basis": "the last 400 steps" + }, + "plain_collapse": { + "flag": false, + "threshold": 2.5, + "windows_over": [], + "worst_window": "64-256", + "worst_bits": 1.5122254406219662 + }, + "weights": "bed/alhena-both_s2_L24000_ctx4096_frdyn_cap_mode_sz32-128-256-512_r4_n30_o0_askany_p75d_gag50_cp4_gc48_ac44_kh50_va1_pt10b4h0_krt16r218_ahdigit1_id100_a48dose/model.safetensors", + "idx_dose": 1.0, + "grid": { + "layout": "AG48", + "p": 0.5, + "n_ag": 4, + "rotary": { + "form": "anchored", + "pairs": 16, + "rel_pairs": 4, + "content_pairs": 4, + "anchor_freqs": 2, + "levels": 4, + "ntk_scale": 4.0, + "base": 10000.0, + "null": 4, + "w": [ + 1.0, + 0.06299605249474366, + 0.003968502629920499, + 0.00025, + 0.0, + 0.0, + 0.0, + 0.0, + 1.2566370614359172, + 2.5132741228718345, + 1.2566370614359172, + 2.5132741228718345, + 1.2566370614359172, + 2.5132741228718345, + 1.2566370614359172, + 2.5132741228718345 + ], + "kind": [ + 0, + 0, + 0, + 0, + 1, + 1, + 1, + 1, + 2, + 2, + 3, + 3, + 4, + 4, + 5, + 5 + ], + "code": "4x4" + }, + "head": { + "form": "digit", + "lam": 1.0, + "params": 4112, + "novelty": { + "novelty": 0.9690237520738284, + "cos": 0.030976247926171558, + "grad_norm_ce": 1.3804875389931095, + "grad_norm_head": 2.8800316725515196, + "ce": 5.699031829833984, + "term": 9.38989543914795, + "ptr": { + "novelty": 0.9837860923513267, + "cos": 0.016213907648673236, + "grad_norm": 2.0000294621582952, + "term": 5.022435665130615, + "mass": 0.006631084717810154 + } + }, + "term_step1": 9.47862720489502, + "term_last50": 1.965501079723708e-06, + "descended": true, + "curve": [ + [ + 1, + 9.47862720489502 + ], + [ + 101, + 0.46959051489830017 + ], + [ + 201, + 0.02209334634244442 + ], + [ + 301, + 0.0032889777794480324 + ], + [ + 401, + 0.000451742293080315 + ], + [ + 501, + 0.00015294220065698028 + ], + [ + 601, + 6.0643193137366325e-05 + ], + [ + 701, + 4.598517989506945e-05 + ], + [ + 801, + 2.05172964342637e-05 + ], + [ + 901, + 2.480868533893954e-05 + ], + [ + 1001, + 2.4706827389309183e-05 + ], + [ + 1101, + 3.577406459953636e-05 + ], + [ + 1201, + 1.4568269762094133e-05 + ], + [ + 1301, + 6.0447375290095806e-05 + ], + [ + 1401, + 6.204283272381872e-05 + ], + [ + 1501, + 5.298833639244549e-05 + ], + [ + 1601, + 3.334080247441307e-05 + ], + [ + 1701, + 0.0002132736553903669 + ], + [ + 1801, + 3.649100108304992e-05 + ], + [ + 1901, + 5.712779966415837e-06 + ], + [ + 2001, + 1.8443104636389762e-05 + ], + [ + 2101, + 9.850179048953578e-05 + ], + [ + 2201, + 4.858098236582009e-06 + ], + [ + 2301, + 2.8012043458147673e-06 + ], + [ + 2401, + 2.2169544536154717e-05 + ], + [ + 2501, + 6.123798812041059e-06 + ], + [ + 2601, + 2.9121129045961425e-05 + ], + [ + 2701, + 0.00021700188517570496 + ], + [ + 2801, + 1.0603296686895192e-05 + ], + [ + 2901, + 3.070703996854718e-06 + ], + [ + 3001, + 1.2169085721325246e-06 + ], + [ + 3101, + 9.386994292981399e-07 + ], + [ + 3201, + 1.0274159649270587e-05 + ], + [ + 3301, + 2.4856180971255526e-06 + ], + [ + 3401, + 0.00013447602395899594 + ], + [ + 3501, + 4.887860268354416e-05 + ], + [ + 3601, + 6.27042209089268e-06 + ], + [ + 3701, + 1.6510806744918227e-05 + ], + [ + 3801, + 0.0002726202073972672 + ], + [ + 3901, + 1.310753395955544e-05 + ], + [ + 4001, + 1.2694953284153598e-06 + ], + [ + 4101, + 9.390877835357969e-07 + ], + [ + 4201, + 9.201880288856046e-07 + ], + [ + 4301, + 3.897362148563843e-07 + ], + [ + 4401, + 5.028209670854267e-06 + ], + [ + 4501, + 6.626064532611053e-07 + ], + [ + 4601, + 2.779409896902507e-06 + ], + [ + 4701, + 2.710751232370967e-06 + ], + [ + 4801, + 2.537395857871161e-07 + ], + [ + 4901, + 1.8045146532585932e-07 + ], + [ + 5001, + 5.414053134700225e-07 + ], + [ + 5101, + 4.903511126030935e-07 + ], + [ + 5201, + 9.979163451134809e-08 + ], + [ + 5301, + 2.4071374582490535e-07 + ], + [ + 5401, + 0.00014460670354310423 + ], + [ + 5501, + 9.580525329511147e-06 + ], + [ + 5601, + 4.6898907157810754e-07 + ], + [ + 5701, + 1.0982555977534503e-05 + ], + [ + 5801, + 0.00013941679208073765 + ], + [ + 5901, + 1.6200395975829451e-06 + ], + [ + 6001, + 5.86015062253864e-07 + ], + [ + 6101, + 1.4626264999151317e-07 + ], + [ + 6201, + 7.365672871628703e-08 + ], + [ + 6301, + 2.2895244455867214e-07 + ], + [ + 6401, + 7.938372448279551e-08 + ], + [ + 6501, + 1.8232361753689474e-06 + ], + [ + 6601, + 3.039653506675677e-07 + ], + [ + 6701, + 1.9146364138578065e-07 + ], + [ + 6801, + 3.170644333749806e-07 + ], + [ + 6901, + 0.000124758284073323 + ], + [ + 7001, + 2.7571400096348953e-06 + ], + [ + 7101, + 4.204711785860127e-06 + ], + [ + 7201, + 6.806259023051098e-08 + ], + [ + 7301, + 6.08165038329389e-08 + ], + [ + 7401, + 1.0321308536731522e-06 + ], + [ + 7501, + 1.3919029129283444e-07 + ], + [ + 7601, + 2.504864582419941e-08 + ], + [ + 7701, + 3.332610276629566e-08 + ], + [ + 7801, + 1.471736510438859e-07 + ], + [ + 7901, + 4.994882374376175e-08 + ], + [ + 8001, + 2.1922117809936026e-07 + ], + [ + 8101, + 1.0532760086334747e-07 + ], + [ + 8201, + 6.872306812510942e-08 + ], + [ + 8301, + 7.200847562671697e-08 + ], + [ + 8401, + 3.4888516893261112e-06 + ], + [ + 8501, + 2.492267299203377e-07 + ], + [ + 8601, + 4.95664203015167e-08 + ], + [ + 8701, + 7.662175960376771e-08 + ], + [ + 8801, + 1.3808836740736297e-08 + ], + [ + 8901, + 7.644507604709361e-08 + ], + [ + 9001, + 1.854488829167167e-08 + ], + [ + 9101, + 1.0353337742685653e-08 + ], + [ + 9201, + 1.0611046263875323e-07 + ], + [ + 9301, + 4.9833030146828605e-08 + ], + [ + 9401, + 1.0144322004634887e-07 + ], + [ + 9501, + 0.00019594526384025812 + ], + [ + 9601, + 5.406349714576208e-07 + ], + [ + 9701, + 1.9364097170182504e-07 + ], + [ + 9801, + 6.10358057429039e-08 + ], + [ + 9901, + 1.680006533888445e-07 + ], + [ + 10001, + 1.8522889888572536e-08 + ], + [ + 10101, + 1.49375196656365e-08 + ], + [ + 10201, + 1.6440242944781858e-08 + ], + [ + 10301, + 4.310914647476238e-08 + ], + [ + 10401, + 3.7863455304432136e-07 + ], + [ + 10501, + 5.6648232771294715e-09 + ], + [ + 10601, + 7.462379159051125e-09 + ], + [ + 10701, + 1.9710697074515338e-08 + ], + [ + 10801, + 3.6597700869833716e-08 + ], + [ + 10901, + 2.143864996639877e-08 + ], + [ + 11001, + 5.897303978485979e-09 + ], + [ + 11101, + 5.0947184249139355e-09 + ], + [ + 11201, + 1.9372514259430318e-08 + ], + [ + 11301, + 1.2229274481967423e-08 + ], + [ + 11401, + 2.0944034062608807e-08 + ], + [ + 11501, + 2.0416067059159104e-08 + ], + [ + 11601, + 2.5759247179735212e-08 + ], + [ + 11701, + 2.3480735578118583e-08 + ], + [ + 11801, + 1.6610080422196916e-08 + ], + [ + 11901, + 9.95083393462437e-09 + ], + [ + 12001, + 6.87183421277382e-09 + ], + [ + 12101, + 1.0908701497669426e-08 + ], + [ + 12201, + 2.441742275038905e-08 + ], + [ + 12301, + 1.0296189678626888e-08 + ], + [ + 12401, + 3.1290397828342975e-08 + ], + [ + 12501, + 3.426183425858653e-08 + ], + [ + 12601, + 2.1438784969518565e-08 + ], + [ + 12701, + 7.488670235034078e-07 + ], + [ + 12801, + 3.2692529572386775e-08 + ], + [ + 12901, + 3.136128867708976e-08 + ], + [ + 13001, + 1.2679100436230328e-08 + ], + [ + 13101, + 1.725761578086349e-08 + ], + [ + 13201, + 1.1402875088606379e-08 + ], + [ + 13301, + 5.3226237639592e-08 + ], + [ + 13401, + 2.302971680023802e-08 + ], + [ + 13501, + 1.8809721780144173e-08 + ], + [ + 13601, + 2.4752983662779116e-08 + ], + [ + 13701, + 1.4120750790880265e-08 + ], + [ + 13801, + 1.0682590811939008e-08 + ], + [ + 13901, + 3.0027354824824215e-08 + ], + [ + 14001, + 3.4749639610254235e-08 + ], + [ + 14101, + 6.749730374622231e-08 + ], + [ + 14201, + 7.407113145063704e-08 + ], + [ + 14301, + 2.7527683243988577e-08 + ], + [ + 14401, + 1.8833821613384316e-08 + ], + [ + 14501, + 2.1528711258156363e-08 + ], + [ + 14601, + 1.9940891604619537e-08 + ], + [ + 14701, + 2.1551000983777158e-08 + ], + [ + 14801, + 4.820735099997364e-08 + ], + [ + 14901, + 2.9043139448958755e-08 + ], + [ + 15001, + 2.623412242996892e-08 + ], + [ + 15101, + 3.332260689603572e-08 + ], + [ + 15201, + 2.1672319405752205e-07 + ], + [ + 15301, + 6.07478796155192e-08 + ], + [ + 15401, + 1.5805625253051403e-07 + ], + [ + 15501, + 7.662964485177781e-09 + ], + [ + 15601, + 1.0516060200416177e-07 + ], + [ + 15701, + 1.054146565593328e-07 + ], + [ + 15801, + 1.993151954593486e-08 + ], + [ + 15901, + 5.731664032282424e-08 + ], + [ + 16001, + 1.6224516841134573e-08 + ], + [ + 16101, + 4.056080271652718e-08 + ], + [ + 16201, + 3.586430352697789e-07 + ], + [ + 16301, + 8.055596190104097e-09 + ], + [ + 16401, + 2.6875021319483494e-08 + ], + [ + 16501, + 3.541567394904632e-08 + ], + [ + 16601, + 1.7690159381800186e-07 + ], + [ + 16701, + 1.8454420214197853e-08 + ], + [ + 16801, + 4.612584092456018e-08 + ], + [ + 16901, + 2.112937735887499e-08 + ], + [ + 17001, + 9.00846686135992e-08 + ], + [ + 17101, + 5.9208467462212866e-08 + ], + [ + 17201, + 3.222753264253697e-08 + ], + [ + 17301, + 9.388692490119865e-09 + ], + [ + 17401, + 4.522309993149065e-08 + ], + [ + 17501, + 8.266001572110326e-08 + ], + [ + 17601, + 1.8203941465344542e-08 + ], + [ + 17701, + 1.1032493318907655e-07 + ], + [ + 17801, + 4.788271468214589e-08 + ], + [ + 17901, + 7.446107019859483e-08 + ], + [ + 18001, + 7.4089614443551e-09 + ], + [ + 18101, + 2.959059308693668e-08 + ], + [ + 18201, + 1.2409364202881079e-08 + ], + [ + 18301, + 1.4183675034473708e-07 + ], + [ + 18401, + 7.36855412242221e-08 + ], + [ + 18501, + 5.2907267900081933e-08 + ], + [ + 18601, + 7.667000545552582e-08 + ], + [ + 18701, + 1.4613699583776452e-08 + ], + [ + 18801, + 1.1973625646533037e-08 + ], + [ + 18901, + 2.2846101899176574e-07 + ], + [ + 19001, + 8.619841729284872e-09 + ], + [ + 19101, + 1.7410428654329735e-08 + ], + [ + 19201, + 6.096392439758347e-07 + ], + [ + 19301, + 1.6403944869125553e-07 + ], + [ + 19401, + 4.047772250714843e-08 + ], + [ + 19501, + 3.961722327971984e-08 + ], + [ + 19601, + 1.0676004080778512e-08 + ], + [ + 19701, + 2.2682925759909267e-08 + ], + [ + 19801, + 4.36810942971988e-08 + ], + [ + 19901, + 2.946500465839108e-08 + ], + [ + 20001, + 1.0186292698222132e-08 + ], + [ + 20101, + 7.47744000051398e-09 + ], + [ + 20201, + 1.72194383196711e-08 + ], + [ + 20301, + 1.4773901213516183e-08 + ], + [ + 20401, + 2.0076399209756346e-08 + ], + [ + 20501, + 9.420451618780135e-08 + ], + [ + 20601, + 1.3948013410924887e-08 + ], + [ + 20701, + 2.9579577898175557e-08 + ], + [ + 20801, + 1.9723643163160887e-07 + ], + [ + 20901, + 6.843762889729987e-09 + ], + [ + 21001, + 2.8433388976623064e-08 + ], + [ + 21101, + 2.1742881273212333e-08 + ], + [ + 21201, + 5.7332300684720394e-08 + ], + [ + 21301, + 2.2389443188330915e-08 + ], + [ + 21401, + 5.573289030280648e-08 + ], + [ + 21501, + 5.42559455141145e-08 + ], + [ + 21601, + 3.033164830412716e-08 + ], + [ + 21701, + 4.159166877570897e-08 + ], + [ + 21801, + 5.764084676229686e-08 + ], + [ + 21901, + 1.0210817968925312e-08 + ], + [ + 22001, + 2.1032382946373218e-08 + ], + [ + 22101, + 2.6840636380143224e-08 + ], + [ + 22201, + 6.850337541663976e-08 + ], + [ + 22301, + 1.4653510049811302e-07 + ], + [ + 22401, + 1.4844556062598713e-05 + ], + [ + 22501, + 5.322842611121814e-08 + ], + [ + 22601, + 1.4627545397161157e-07 + ], + [ + 22701, + 3.3691713952066493e-07 + ], + [ + 22801, + 5.337347985800989e-08 + ], + [ + 22901, + 4.603026582117309e-08 + ], + [ + 23001, + 1.7042114563992072e-07 + ], + [ + 23101, + 1.4106065293617576e-07 + ], + [ + 23201, + 2.1719611709158926e-07 + ], + [ + 23301, + 1.4487395105788892e-07 + ], + [ + 23401, + 9.303436172558577e-07 + ], + [ + 23501, + 1.9639799120341195e-07 + ], + [ + 23601, + 1.8521438960306114e-06 + ], + [ + 23701, + 1.2908782309750677e-07 + ], + [ + 23801, + 8.054959153014352e-07 + ], + [ + 23901, + 2.4403586706966962e-08 + ], + [ + 24000, + 2.55909753832384e-07 + ] + ] + }, + "trace": [ + { + "step": 0, + "index_right": 0.0, + "whole": 0.0, + "head_right": 0.0, + "whole_null_request": 0.0, + "hard_index_right": 0.0, + "ptr_mass": 0.0068033114075660706 + }, + { + "step": 2000, + "index_right": 0.052083333333333336, + "whole": 0.96875, + "head_right": 1.0, + "whole_null_request": 0.0, + "hard_index_right": 0.06510416666666667, + "ptr_mass": 0.9999696612358093 + }, + { + "step": 4000, + "index_right": 0.06770833333333333, + "whole": 0.9921875, + "head_right": 1.0, + "whole_null_request": 0.0, + "hard_index_right": 0.06770833333333333, + "ptr_mass": 0.9999806880950928 + }, + { + "step": 6000, + "index_right": 0.0703125, + "whole": 0.9947916666666666, + "head_right": 1.0, + "whole_null_request": 0.0, + "hard_index_right": 0.0703125, + "ptr_mass": 0.9999961256980896 + }, + { + "step": 8000, + "index_right": 0.07291666666666667, + "whole": 0.9973958333333334, + "head_right": 1.0, + "whole_null_request": 0.0, + "hard_index_right": 0.06770833333333333, + "ptr_mass": 0.999995231628418 + }, + { + "step": 10000, + "index_right": 0.16666666666666666, + "whole": 0.9947916666666666, + "head_right": 1.0, + "whole_null_request": 0.0, + "hard_index_right": 0.15625, + "ptr_mass": 0.9999949336051941 + }, + { + "step": 12000, + "index_right": 0.17447916666666666, + "whole": 0.9973958333333334, + "head_right": 1.0, + "whole_null_request": 0.0, + "hard_index_right": 0.1953125, + "ptr_mass": 0.9999968409538269 + }, + { + "step": 14000, + "index_right": 0.19010416666666666, + "whole": 0.9973958333333334, + "head_right": 1.0, + "whole_null_request": 0.0, + "hard_index_right": 0.1796875, + "ptr_mass": 0.9999961853027344 + }, + { + "step": 16000, + "index_right": 0.1796875, + "whole": 1.0, + "head_right": 1.0, + "whole_null_request": 0.0, + "hard_index_right": 0.18489583333333334, + "ptr_mass": 0.999992311000824 + }, + { + "step": 18000, + "index_right": 0.20572916666666666, + "whole": 1.0, + "head_right": 1.0, + "whole_null_request": 0.0, + "hard_index_right": 0.1953125, + "ptr_mass": 0.9999858736991882 + }, + { + "step": 20000, + "index_right": 0.3307291666666667, + "whole": 1.0, + "head_right": 1.0, + "whole_null_request": 0.0, + "hard_index_right": 0.3125, + "ptr_mass": 0.9999943375587463 + }, + { + "step": 22000, + "index_right": 0.4348958333333333, + "whole": 0.9973958333333334, + "head_right": 1.0, + "whole_null_request": 0.0, + "hard_index_right": 0.40625, + "ptr_mass": 0.9999954700469971 + }, + { + "step": 24000, + "index_right": 0.5833333333333334, + "whole": 1.0, + "head_right": 1.0, + "whole_null_request": 0.0, + "hard_index_right": 0.515625, + "ptr_mass": 0.9999973177909851 + } + ], + "read": { + "rows": 512, + "true": { + "index_right": 0.5457356770833334, + "whole": 0.9989420572916666, + "n_questions": 12288, + "n_entries": 12288, + "head_right": 1.0, + "head_truth": 0.9999999736901373, + "head_wrong_max": 1.7439876699479345e-07 + }, + "by_addr": { + "0": [ + 56, + 56 + ], + "1": [ + 45, + 45 + ], + "2": [ + 39, + 39 + ], + "3": [ + 50, + 50 + ], + "4": [ + 42, + 42 + ], + "5": [ + 50, + 50 + ], + "6": [ + 49, + 49 + ], + "7": [ + 45, + 45 + ], + "8": [ + 48, + 48 + ], + "9": [ + 57, + 57 + ], + "10": [ + 52, + 52 + ], + "11": [ + 47, + 47 + ], + "12": [ + 36, + 36 + ], + "13": [ + 40, + 40 + ], + "14": [ + 43, + 43 + ], + "15": [ + 48, + 48 + ], + "16": [ + 34, + 34 + ], + "17": [ + 46, + 47 + ], + "18": [ + 47, + 47 + ], + "19": [ + 46, + 46 + ], + "20": [ + 50, + 50 + ], + "21": [ + 39, + 39 + ], + "22": [ + 34, + 34 + ], + "23": [ + 50, + 50 + ], + "24": [ + 53, + 53 + ], + "25": [ + 58, + 58 + ], + "26": [ + 45, + 45 + ], + "27": [ + 60, + 60 + ], + "28": [ + 42, + 42 + ], + "29": [ + 37, + 37 + ], + "30": [ + 49, + 49 + ], + "31": [ + 48, + 48 + ], + "32": [ + 34, + 34 + ], + "33": [ + 50, + 50 + ], + "34": [ + 57, + 58 + ], + "35": [ + 52, + 52 + ], + "36": [ + 47, + 47 + ], + "37": [ + 59, + 59 + ], + "38": [ + 52, + 52 + ], + "39": [ + 47, + 47 + ], + "40": [ + 42, + 42 + ], + "41": [ + 41, + 41 + ], + "42": [ + 39, + 39 + ], + "43": [ + 52, + 52 + ], + "44": [ + 67, + 67 + ], + "45": [ + 57, + 57 + ], + "46": [ + 42, + 42 + ], + "47": [ + 45, + 45 + ], + "48": [ + 48, + 48 + ], + "49": [ + 47, + 47 + ], + "50": [ + 44, + 44 + ], + "51": [ + 58, + 58 + ], + "52": [ + 34, + 34 + ], + "53": [ + 34, + 34 + ], + "54": [ + 50, + 50 + ], + "55": [ + 49, + 50 + ], + "56": [ + 56, + 57 + ], + "57": [ + 48, + 48 + ], + "58": [ + 49, + 49 + ], + "59": [ + 55, + 56 + ], + "60": [ + 50, + 50 + ], + "61": [ + 53, + 53 + ], + "62": [ + 52, + 52 + ], + "63": [ + 51, + 51 + ], + "64": [ + 43, + 43 + ], + "65": [ + 53, + 53 + ], + "66": [ + 39, + 39 + ], + "67": [ + 37, + 38 + ], + "68": [ + 41, + 41 + ], + "69": [ + 47, + 48 + ], + "70": [ + 51, + 51 + ], + "71": [ + 33, + 33 + ], + "72": [ + 44, + 44 + ], + "73": [ + 44, + 44 + ], + "74": [ + 43, + 43 + ], + "75": [ + 54, + 54 + ], + "76": [ + 44, + 44 + ], + "77": [ + 53, + 53 + ], + "78": [ + 52, + 52 + ], + "79": [ + 47, + 47 + ], + "80": [ + 43, + 43 + ], + "81": [ + 44, + 44 + ], + "82": [ + 52, + 52 + ], + "83": [ + 54, + 54 + ], + "84": [ + 44, + 44 + ], + "85": [ + 53, + 53 + ], + "86": [ + 38, + 38 + ], + "87": [ + 55, + 55 + ], + "88": [ + 53, + 53 + ], + "89": [ + 44, + 44 + ], + "90": [ + 50, + 50 + ], + "91": [ + 47, + 47 + ], + "92": [ + 44, + 44 + ], + "93": [ + 42, + 42 + ], + "94": [ + 58, + 59 + ], + "95": [ + 41, + 41 + ], + "96": [ + 51, + 51 + ], + "97": [ + 55, + 55 + ], + "98": [ + 48, + 48 + ], + "99": [ + 54, + 54 + ], + "100": [ + 35, + 35 + ], + "101": [ + 53, + 53 + ], + "102": [ + 42, + 42 + ], + "103": [ + 38, + 38 + ], + "104": [ + 37, + 37 + ], + "105": [ + 43, + 43 + ], + "106": [ + 45, + 45 + ], + "107": [ + 44, + 44 + ], + "108": [ + 47, + 47 + ], + "109": [ + 49, + 49 + ], + "110": [ + 65, + 65 + ], + "111": [ + 50, + 50 + ], + "112": [ + 60, + 60 + ], + "113": [ + 58, + 58 + ], + "114": [ + 43, + 43 + ], + "115": [ + 47, + 47 + ], + "116": [ + 45, + 45 + ], + "117": [ + 44, + 44 + ], + "118": [ + 48, + 48 + ], + "119": [ + 40, + 40 + ], + "120": [ + 53, + 54 + ], + "121": [ + 65, + 65 + ], + "122": [ + 41, + 41 + ], + "123": [ + 43, + 44 + ], + "124": [ + 48, + 48 + ], + "125": [ + 40, + 40 + ], + "126": [ + 40, + 40 + ], + "127": [ + 46, + 46 + ], + "128": [ + 57, + 57 + ], + "129": [ + 47, + 47 + ], + "130": [ + 56, + 56 + ], + "131": [ + 42, + 42 + ], + "132": [ + 54, + 54 + ], + "133": [ + 52, + 52 + ], + "134": [ + 48, + 48 + ], + "135": [ + 43, + 43 + ], + "136": [ + 46, + 46 + ], + "137": [ + 46, + 46 + ], + "138": [ + 58, + 58 + ], + "139": [ + 38, + 38 + ], + "140": [ + 46, + 46 + ], + "141": [ + 50, + 50 + ], + "142": [ + 52, + 52 + ], + "143": [ + 53, + 53 + ], + "144": [ + 41, + 41 + ], + "145": [ + 49, + 49 + ], + "146": [ + 43, + 43 + ], + "147": [ + 50, + 50 + ], + "148": [ + 46, + 46 + ], + "149": [ + 44, + 44 + ], + "150": [ + 48, + 48 + ], + "151": [ + 56, + 56 + ], + "152": [ + 44, + 44 + ], + "153": [ + 32, + 32 + ], + "154": [ + 44, + 45 + ], + "155": [ + 49, + 49 + ], + "156": [ + 59, + 59 + ], + "157": [ + 46, + 46 + ], + "158": [ + 56, + 56 + ], + "159": [ + 53, + 53 + ], + "160": [ + 55, + 55 + ], + "161": [ + 54, + 54 + ], + "162": [ + 42, + 42 + ], + "163": [ + 59, + 59 + ], + "164": [ + 44, + 44 + ], + "165": [ + 39, + 39 + ], + "166": [ + 46, + 46 + ], + "167": [ + 59, + 59 + ], + "168": [ + 50, + 50 + ], + "169": [ + 50, + 50 + ], + "170": [ + 59, + 59 + ], + "171": [ + 50, + 50 + ], + "172": [ + 35, + 35 + ], + "173": [ + 51, + 51 + ], + "174": [ + 56, + 56 + ], + "175": [ + 32, + 32 + ], + "176": [ + 50, + 50 + ], + "177": [ + 46, + 46 + ], + "178": [ + 55, + 55 + ], + "179": [ + 46, + 46 + ], + "180": [ + 42, + 42 + ], + "181": [ + 46, + 46 + ], + "182": [ + 48, + 48 + ], + "183": [ + 51, + 51 + ], + "184": [ + 43, + 43 + ], + "185": [ + 51, + 51 + ], + "186": [ + 50, + 50 + ], + "187": [ + 51, + 51 + ], + "188": [ + 42, + 42 + ], + "189": [ + 66, + 66 + ], + "190": [ + 48, + 48 + ], + "191": [ + 47, + 47 + ], + "192": [ + 44, + 44 + ], + "193": [ + 52, + 52 + ], + "194": [ + 55, + 55 + ], + "195": [ + 52, + 52 + ], + "196": [ + 45, + 45 + ], + "197": [ + 48, + 48 + ], + "198": [ + 54, + 54 + ], + "199": [ + 44, + 44 + ], + "200": [ + 69, + 69 + ], + "201": [ + 46, + 46 + ], + "202": [ + 51, + 51 + ], + "203": [ + 49, + 49 + ], + "204": [ + 39, + 39 + ], + "205": [ + 50, + 50 + ], + "206": [ + 57, + 57 + ], + "207": [ + 45, + 45 + ], + "208": [ + 41, + 41 + ], + "209": [ + 53, + 53 + ], + "210": [ + 56, + 57 + ], + "211": [ + 47, + 47 + ], + "212": [ + 62, + 63 + ], + "213": [ + 54, + 54 + ], + "214": [ + 46, + 46 + ], + "215": [ + 55, + 55 + ], + "216": [ + 41, + 41 + ], + "217": [ + 43, + 43 + ], + "218": [ + 51, + 51 + ], + "219": [ + 49, + 49 + ], + "220": [ + 52, + 52 + ], + "221": [ + 44, + 44 + ], + "222": [ + 40, + 40 + ], + "223": [ + 46, + 46 + ], + "224": [ + 42, + 42 + ], + "225": [ + 46, + 46 + ], + "226": [ + 32, + 32 + ], + "227": [ + 49, + 49 + ], + "228": [ + 52, + 52 + ], + "229": [ + 61, + 61 + ], + "230": [ + 41, + 41 + ], + "231": [ + 51, + 51 + ], + "232": [ + 48, + 48 + ], + "233": [ + 39, + 39 + ], + "234": [ + 35, + 35 + ], + "235": [ + 43, + 43 + ], + "236": [ + 53, + 53 + ], + "237": [ + 59, + 59 + ], + "238": [ + 37, + 37 + ], + "239": [ + 43, + 43 + ], + "240": [ + 50, + 50 + ], + "241": [ + 48, + 48 + ], + "242": [ + 42, + 42 + ], + "243": [ + 54, + 54 + ], + "244": [ + 64, + 64 + ], + "245": [ + 50, + 50 + ], + "246": [ + 43, + 43 + ], + "247": [ + 41, + 41 + ], + "248": [ + 58, + 58 + ], + "249": [ + 44, + 44 + ], + "250": [ + 53, + 53 + ], + "251": [ + 51, + 51 + ], + "252": [ + 42, + 42 + ], + "253": [ + 59, + 59 + ], + "254": [ + 51, + 51 + ], + "255": [ + 53, + 53 + ] + }, + "bits_by_segment": { + "head": 1.8735461046198358, + "frame": 1.9644993888439963, + "comp_text": 1.6933263847540267, + "index_entry": 0.5141062416801567, + "index_text": 1.5863101872474594, + "q_answer": 0.0010243918774187862, + "q_other": 0.0001609063272216805, + "q_text": 1.5904090256456231 + }, + "own_index": { + "index_right": 0.5457356770833334, + "whole": 0.6458333333333334, + "n_questions": 12288, + "n_entries": 12288, + "request_right": 0.5457356770833334 + }, + "null_request": { + "index_right": 0.5457356770833334, + "whole": 0.0, + "n_questions": 12288, + "n_entries": 12288 + }, + "bank_off": { + "index_right": 0.020426432291666668, + "whole": 0.011149088541666666, + "n_questions": 12288, + "n_entries": 12288 + }, + "calib": { + "rows": 256, + "questions": 6144, + "tau": { + "0.9": [ + 8.927943717651488e-09, + 1.7129696772144598e-08, + 5.977323525030442e-09, + 3.498374923083247e-08 + ], + "0.99": [ + 1.9804214446139667e-07, + 4.2829725543924724e-07, + 1.081723652873734e-07, + 8.35590810766007e-07 + ], + "0.999": [ + 3.980039764428511e-06, + 3.3226713185285917e-06, + 1.1758253322113887e-06, + 1.1680712304951157e-05 + ] + } + }, + "free_running": { + "rows": 512, + "passes": { + "mean": 5.453125, + "max": 9, + "by_batch": [ + 5, + 8, + 5, + 9, + 8, + 6, + 5, + 5, + 5, + 5, + 6, + 4, + 9, + 4, + 5, + 7, + 6, + 4, + 5, + 5, + 5, + 5, + 6, + 6, + 5, + 4, + 5, + 5, + 5, + 5, + 6, + 5, + 6, + 5, + 6, + 8, + 5, + 6, + 4, + 5, + 5, + 6, + 4, + 5, + 5, + 4, + 5, + 5, + 6, + 5, + 6, + 5, + 5, + 5, + 6, + 5, + 5, + 5, + 7, + 5, + 4, + 5, + 5, + 8 + ] + }, + "converged": 1.0, + "indexf_right": 0.54541015625, + "n_entries": 12288, + "indexf_whole": 0.5984700520833334 + }, + "hard": { + "rows": 64, + "index_right": 0.5533854166666666, + "whole": 0.9986979166666666, + "indexf_right": 0.5520833333333334, + "n_entries": 1536, + "passes": { + "mean": 5.75, + "max": 8 + }, + "converged": 1.0 + } + }, + "series": "a48dose", + "code": "4x4", + "hard": 0.5, + "n_hard": 2, + "value_addr": { + "form": "levels", + "levels": 4, + "digits": 4, + "d": 256, + "params": 4096, + "norm": [ + 1.212316632270813, + 1.064521312713623, + 1.0646393299102783, + 0.821428656578064 + ], + "row_norm": [ + [ + 0.580466091632843, + 0.541118323802948, + 0.5887205004692078, + 0.7024028897285461 + ], + [ + 0.5091244578361511, + 0.52037113904953, + 0.5231958627700806, + 0.5740016102790833 + ], + [ + 0.5390712022781372, + 0.5282624959945679, + 0.5386969447135925, + 0.5230712890625 + ], + [ + 0.408387690782547, + 0.39339908957481384, + 0.4225473701953888, + 0.41791799664497375 + ] + ] + }, + "key_rot": { + "form": "phase", + "pairs": 16, + "k": 9, + "vocab": 256, + "block": 4, + "head": 0, + "seed_tag": "KEYROT|v1|j16", + "digest": "8f605451c9dfe1b11e1045650eb8e24413d4bba727b6e5e99acc92ac39f84168", + "norm": 2, + "rho": 2.18, + "use": { + "key_true": 33.37311350134207, + "key_other": -0.07871947637521308, + "key_self": 8.258889359703586, + "anchor_true": 0.0, + "anchor_other": 0.0, + "entries": 192, + "q_key_norm_coded": 18.01492691040039, + "q_key_norm_other": 8.70196533203125, + "k_key_norm_coded": 8.110952377319336, + "k_key_norm_other": 12.350630760192871, + "coded_seps": 768 + } + }, + "ptr": { + "form": "frame_mass", + "lam": 0.1, + "block": 4, + "head": 0, + "novelty": { + "novelty": 0.9837860923513267, + "cos": 0.016213907648673236, + "grad_norm": 2.0000294621582952, + "term": 5.022435665130615, + "mass": 0.006631084717810154 + }, + "term_step1": 5.000533103942871, + "term_last50": 3.7622453379526632e-06, + "descended": true, + "curve": [ + [ + 1, + 5.000533103942871 + ], + [ + 101, + 0.00017958879470825195 + ], + [ + 201, + 0.00010846059012692422 + ], + [ + 301, + 1.1662642464216333e-05 + ], + [ + 401, + 3.6954879760742188e-06 + ], + [ + 501, + 2.9861927032470703e-05 + ], + [ + 601, + 6.715456947858911e-06 + ], + [ + 701, + 6.59624765830813e-06 + ], + [ + 801, + 1.601378244231455e-05 + ], + [ + 901, + 6.67572021484375e-06 + ], + [ + 1001, + 4.967053882865002e-06 + ], + [ + 1101, + 1.5497207641601562e-05 + ], + [ + 1201, + 5.028645318816416e-05 + ], + [ + 1301, + 2.9067199648125097e-05 + ], + [ + 1401, + 0.00015083949256222695 + ], + [ + 1501, + 0.00014837583876214921 + ], + [ + 1601, + 1.2596448868862353e-05 + ], + [ + 1701, + 1.7682712496025488e-05 + ], + [ + 1801, + 1.1543433174665552e-05 + ], + [ + 1901, + 1.2993812561035156e-05 + ], + [ + 2001, + 2.574920654296875e-05 + ], + [ + 2101, + 0.0003598928451538086 + ], + [ + 2201, + 0.00015205144882202148 + ], + [ + 2301, + 5.086263172415784e-06 + ], + [ + 2401, + 3.159046173095703e-06 + ], + [ + 2501, + 4.470348358154297e-06 + ], + [ + 2601, + 1.0112921700056177e-05 + ], + [ + 2701, + 1.092751858777774e-06 + ], + [ + 2801, + 1.8775463104248047e-05 + ], + [ + 2901, + 3.0795733891864074e-06 + ], + [ + 3001, + 1.2656053513637744e-05 + ], + [ + 3101, + 4.450480446394067e-06 + ], + [ + 3201, + 4.847844593314221e-06 + ], + [ + 3301, + 2.4239222966571106e-06 + ], + [ + 3401, + 3.661712253233418e-05 + ], + [ + 3501, + 2.2172927856445312e-05 + ], + [ + 3601, + 1.03910770121729e-05 + ], + [ + 3701, + 1.2715658158413135e-05 + ], + [ + 3801, + 0.0006856719846837223 + ], + [ + 3901, + 1.6550224245293066e-05 + ], + [ + 4001, + 5.920728199271252e-06 + ], + [ + 4101, + 0.0011109113693237305 + ], + [ + 4201, + 1.6609828890068457e-05 + ], + [ + 4301, + 2.9802322387695312e-06 + ], + [ + 4401, + 2.4318695068359375e-05 + ], + [ + 4501, + 1.4742216080776416e-05 + ], + [ + 4601, + 2.066294428004767e-06 + ], + [ + 4701, + 3.0497711122734472e-05 + ], + [ + 4801, + 1.569589016980899e-06 + ], + [ + 4901, + 7.311503395612817e-06 + ], + [ + 5001, + 1.1980533599853516e-05 + ], + [ + 5101, + 5.2730243623955175e-05 + ], + [ + 5201, + 3.1789145396032836e-06 + ], + [ + 5301, + 9.755293831403833e-06 + ], + [ + 5401, + 6.715456947858911e-06 + ], + [ + 5501, + 6.377696990966797e-06 + ], + [ + 5601, + 3.3855438232421875e-05 + ], + [ + 5701, + 9.159247383649927e-06 + ], + [ + 5801, + 3.220637881895527e-05 + ], + [ + 5901, + 1.7523765563964844e-05 + ], + [ + 6001, + 2.8014183044433594e-06 + ], + [ + 6101, + 5.185604095458984e-06 + ], + [ + 6201, + 1.9669532775878906e-06 + ], + [ + 6301, + 1.1523565035531647e-06 + ], + [ + 6401, + 3.1987826787371887e-06 + ], + [ + 6501, + 0.00019005934882443398 + ], + [ + 6601, + 9.298324584960938e-06 + ], + [ + 6701, + 3.616015192164923e-06 + ], + [ + 6801, + 0.00039674839354120195 + ], + [ + 6901, + 1.0311603546142578e-05 + ], + [ + 7001, + 3.357728564878926e-05 + ], + [ + 7101, + 1.7285346984863281e-06 + ], + [ + 7201, + 2.940495960501721e-06 + ], + [ + 7301, + 1.875559610198252e-05 + ], + [ + 7401, + 1.3232231140136719e-05 + ], + [ + 7501, + 6.9141387939453125e-06 + ], + [ + 7601, + 3.014008325408213e-05 + ], + [ + 7701, + 5.2650771067419555e-06 + ], + [ + 7801, + 9.079774827114306e-06 + ], + [ + 7901, + 1.6689300537109375e-06 + ], + [ + 8001, + 6.0002012105542235e-06 + ], + [ + 8101, + 2.0464262888708618e-06 + ], + [ + 8201, + 3.329912942717783e-05 + ], + [ + 8301, + 1.8676122408578522e-06 + ], + [ + 8401, + 4.430612079886487e-06 + ], + [ + 8501, + 1.055002212524414e-05 + ], + [ + 8601, + 2.066294428004767e-06 + ], + [ + 8701, + 3.1987826787371887e-06 + ], + [ + 8801, + 1.9272169993200805e-06 + ], + [ + 8901, + 9.139379244516022e-07 + ], + [ + 9001, + 2.086162567138672e-06 + ], + [ + 9101, + 1.6887983065316803e-06 + ], + [ + 9201, + 2.7616820261755493e-06 + ], + [ + 9301, + 1.327196787315188e-05 + ], + [ + 9401, + 7.232030384329846e-06 + ], + [ + 9501, + 2.960364099635626e-06 + ], + [ + 9601, + 5.761782631452661e-06 + ], + [ + 9701, + 4.033247932966333e-06 + ], + [ + 9801, + 4.827976226806641e-06 + ], + [ + 9901, + 4.231929779052734e-06 + ], + [ + 10001, + 8.54333302413579e-06 + ], + [ + 10101, + 2.344449512747815e-06 + ], + [ + 10201, + 3.814697265625e-06 + ], + [ + 10301, + 3.516674041748047e-06 + ], + [ + 10401, + 1.5497207641601562e-06 + ], + [ + 10501, + 7.60952661948977e-06 + ], + [ + 10601, + 2.165635578421643e-06 + ], + [ + 10701, + 3.596147053031018e-06 + ], + [ + 10801, + 1.41064333547547e-06 + ], + [ + 10901, + 0.00010319551074644551 + ], + [ + 11001, + 0.00023418664932250977 + ], + [ + 11101, + 1.887480493678595e-06 + ], + [ + 11201, + 2.5232634470739868e-06 + ], + [ + 11301, + 1.3510386907000793e-06 + ], + [ + 11401, + 1.430511474609375e-06 + ], + [ + 11501, + 1.231829401149298e-06 + ], + [ + 11601, + 9.5367431640625e-07 + ], + [ + 11701, + 1.045068165694829e-05 + ], + [ + 11801, + 1.0331472140023834e-06 + ], + [ + 11901, + 2.1060309336462524e-06 + ], + [ + 12001, + 1.708666559352423e-06 + ], + [ + 12101, + 1.6689300537109375e-06 + ], + [ + 12201, + 3.039836883544922e-06 + ], + [ + 12301, + 1.041094492393313e-05 + ], + [ + 12401, + 4.76837158203125e-06 + ], + [ + 12501, + 1.7285346984863281e-06 + ], + [ + 12601, + 5.0067901611328125e-06 + ], + [ + 12701, + 2.543131586207892e-06 + ], + [ + 12801, + 3.8345656321325805e-06 + ], + [ + 12901, + 1.9073486328125e-06 + ], + [ + 13001, + 1.4901161193847656e-06 + ], + [ + 13101, + 2.562999725341797e-06 + ], + [ + 13201, + 2.9802322387695312e-06 + ], + [ + 13301, + 3.0001006052771118e-06 + ], + [ + 13401, + 2.8808913157263305e-06 + ], + [ + 13501, + 5.0067901611328125e-06 + ], + [ + 13601, + 7.1724257395544555e-06 + ], + [ + 13701, + 4.371007435111096e-06 + ], + [ + 13801, + 3.6557516978064086e-06 + ], + [ + 13901, + 1.8080075960824615e-06 + ], + [ + 14001, + 9.5367431640625e-07 + ], + [ + 14101, + 3.3775966130633606e-06 + ], + [ + 14201, + 4.967053882865002e-06 + ], + [ + 14301, + 4.649162292480469e-06 + ], + [ + 14401, + 7.847945198591333e-06 + ], + [ + 14501, + 2.82128667095094e-06 + ], + [ + 14601, + 4.708766937255859e-06 + ], + [ + 14701, + 6.854534149169922e-06 + ], + [ + 14801, + 1.0530154668231262e-06 + ], + [ + 14901, + 1.8676122408578522e-06 + ], + [ + 15001, + 5.900859832763672e-06 + ], + [ + 15101, + 1.0530154668231262e-06 + ], + [ + 15201, + 2.543131586207892e-06 + ], + [ + 15301, + 6.616115570068359e-06 + ], + [ + 15401, + 2.384185791015625e-06 + ], + [ + 15501, + 3.7352244817157043e-06 + ], + [ + 15601, + 2.4437904357910156e-06 + ], + [ + 15701, + 7.3909759521484375e-06 + ], + [ + 15801, + 4.390875801618677e-06 + ], + [ + 15901, + 1.4901161193847656e-06 + ], + [ + 16001, + 4.450480446394067e-06 + ], + [ + 16101, + 2.006689783229376e-06 + ], + [ + 16201, + 1.5099843722055084e-06 + ], + [ + 16301, + 2.5828680918493774e-06 + ], + [ + 16401, + 1.5099843722055084e-06 + ], + [ + 16501, + 5.225340828474145e-06 + ], + [ + 16601, + 3.6954879760742188e-06 + ], + [ + 16701, + 4.76837158203125e-07 + ], + [ + 16801, + 1.4940897926862817e-05 + ], + [ + 16901, + 1.235803028976079e-05 + ], + [ + 17001, + 1.5298526705009863e-05 + ], + [ + 17101, + 6.119410500105005e-06 + ], + [ + 17201, + 9.953975677490234e-06 + ], + [ + 17301, + 1.049041748046875e-05 + ], + [ + 17401, + 4.152457222517114e-06 + ], + [ + 17501, + 1.2119611710659228e-05 + ], + [ + 17601, + 7.388989615719765e-05 + ], + [ + 17701, + 3.0597052500525024e-06 + ], + [ + 17801, + 5.602836608886719e-06 + ], + [ + 17901, + 6.278356067923596e-06 + ], + [ + 18001, + 5.7419142649450805e-06 + ], + [ + 18101, + 6.504853809019551e-05 + ], + [ + 18201, + 1.7682712041278137e-06 + ], + [ + 18301, + 3.874301910400391e-06 + ], + [ + 18401, + 1.6689300537109375e-06 + ], + [ + 18501, + 1.748402951307071e-06 + ], + [ + 18601, + 2.662340875758673e-06 + ], + [ + 18701, + 1.9470851384539856e-06 + ], + [ + 18801, + 6.953875413273636e-07 + ], + [ + 18901, + 3.2385191843786743e-06 + ], + [ + 19001, + 8.145968308781448e-07 + ], + [ + 19101, + 9.119510650634766e-06 + ], + [ + 19201, + 1.1265277862548828e-05 + ], + [ + 19301, + 5.165736183698755e-06 + ], + [ + 19401, + 2.3047130071063293e-06 + ], + [ + 19501, + 3.774960930513771e-07 + ], + [ + 19601, + 2.086162567138672e-06 + ], + [ + 19701, + 3.0795733891864074e-06 + ], + [ + 19801, + 1.430511474609375e-06 + ], + [ + 19901, + 2.5232634470739868e-06 + ], + [ + 20001, + 7.152557373046875e-07 + ], + [ + 20101, + 7.828077286831103e-06 + ], + [ + 20201, + 6.755193453500397e-07 + ], + [ + 20301, + 1.8477439880371094e-06 + ], + [ + 20401, + 6.755193453500397e-07 + ], + [ + 20501, + 8.344650268554688e-07 + ], + [ + 20601, + 2.1497409761650488e-05 + ], + [ + 20701, + 1.5894572413799324e-07 + ], + [ + 20801, + 7.152557373046875e-07 + ], + [ + 20901, + 2.094109913741704e-05 + ], + [ + 21001, + 1.41064333547547e-06 + ], + [ + 21101, + 7.808208465576172e-06 + ], + [ + 21201, + 4.967054110238678e-07 + ], + [ + 21301, + 6.15914700574649e-07 + ], + [ + 21401, + 8.543332796762115e-07 + ], + [ + 21501, + 1.5099843722055084e-06 + ], + [ + 21601, + 3.5762786865234375e-07 + ], + [ + 21701, + 4.76837158203125e-07 + ], + [ + 21801, + 2.1060309336462524e-06 + ], + [ + 21901, + 3.417333118704846e-06 + ], + [ + 22001, + 1.2914340459246887e-06 + ], + [ + 22101, + 4.887580871582031e-06 + ], + [ + 22201, + 5.165736183698755e-06 + ], + [ + 22301, + 1.6689300537109375e-06 + ], + [ + 22401, + 1.1324882507324219e-06 + ], + [ + 22501, + 6.755193453500397e-07 + ], + [ + 22601, + 2.086162567138672e-06 + ], + [ + 22701, + 4.3710073782676773e-07 + ], + [ + 22801, + 2.86102294921875e-06 + ], + [ + 22901, + 1.708666559352423e-06 + ], + [ + 23001, + 2.5828680918493774e-06 + ], + [ + 23101, + 2.384185791015625e-07 + ], + [ + 23201, + 6.834666237409692e-06 + ], + [ + 23301, + 4.967054110238678e-07 + ], + [ + 23401, + 8.145968308781448e-07 + ], + [ + 23501, + 1.092751858777774e-06 + ], + [ + 23601, + 1.6689300537109375e-06 + ], + [ + 23701, + 2.2252402231970336e-06 + ], + [ + 23801, + 1.9669532775878906e-06 + ], + [ + 23901, + 3.774960930513771e-07 + ], + [ + 24000, + 1.4702479802508606e-06 + ] + ], + "mass_read": 0.9999973177909851 + }, + "idx_dose": { + "lam": 1.0, + "level": 4, + "term_step1": 5.789314270019531, + "term_last50": 4.08532164897224e-06, + "curve": [ + [ + 1, + 5.789314270019531 + ], + [ + 101, + 1.4229710102081299 + ], + [ + 201, + 1.3829783201217651 + ], + [ + 301, + 0.6724883913993835 + ], + [ + 401, + 0.5918692946434021 + ], + [ + 501, + 0.41809701919555664 + ], + [ + 601, + 0.45255106687545776 + ], + [ + 701, + 0.3510935306549072 + ], + [ + 801, + 0.4260639548301697 + ], + [ + 901, + 0.252029687166214 + ], + [ + 1001, + 0.32289573550224304 + ], + [ + 1101, + 0.34400177001953125 + ], + [ + 1201, + 0.426633358001709 + ], + [ + 1301, + 0.35780367255210876 + ], + [ + 1401, + 0.38274821639060974 + ], + [ + 1501, + 0.41568297147750854 + ], + [ + 1601, + 0.3434227705001831 + ], + [ + 1701, + 0.377142995595932 + ], + [ + 1801, + 0.4183611273765564 + ], + [ + 1901, + 0.4416467547416687 + ], + [ + 2001, + 0.3452330529689789 + ], + [ + 2101, + 0.3150755763053894 + ], + [ + 2201, + 0.3445444107055664 + ], + [ + 2301, + 0.42250341176986694 + ], + [ + 2401, + 0.32732775807380676 + ], + [ + 2501, + 0.41355404257774353 + ], + [ + 2601, + 0.3652118146419525 + ], + [ + 2701, + 0.4283728003501892 + ], + [ + 2801, + 0.4226200580596924 + ], + [ + 2901, + 0.40034231543540955 + ], + [ + 3001, + 0.3461589813232422 + ], + [ + 3101, + 0.3997316360473633 + ], + [ + 3201, + 0.34998056292533875 + ], + [ + 3301, + 0.35981354117393494 + ], + [ + 3401, + 0.221157044172287 + ], + [ + 3501, + 0.002605635207146406 + ], + [ + 3601, + 0.001993864309042692 + ], + [ + 3701, + 0.00010253785876557231 + ], + [ + 3801, + 0.004312883131206036 + ], + [ + 3901, + 3.368882607901469e-05 + ], + [ + 4001, + 1.0926118193310685e-05 + ], + [ + 4101, + 6.703753024339676e-05 + ], + [ + 4201, + 7.772120625304524e-06 + ], + [ + 4301, + 2.5792156520765275e-05 + ], + [ + 4401, + 0.01692720130085945 + ], + [ + 4501, + 1.2795986549463123e-05 + ], + [ + 4601, + 6.022490197210573e-06 + ], + [ + 4701, + 7.698788067500573e-06 + ], + [ + 4801, + 6.957555797271198e-06 + ], + [ + 4901, + 4.307662948122015e-06 + ], + [ + 5001, + 4.5560154831036925e-06 + ], + [ + 5101, + 9.342880730400793e-06 + ], + [ + 5201, + 3.858129275613464e-06 + ], + [ + 5301, + 5.801323823106941e-06 + ], + [ + 5401, + 2.7427897293819115e-05 + ], + [ + 5501, + 3.6023407119500916e-06 + ], + [ + 5601, + 0.0007678669644519687 + ], + [ + 5701, + 3.7351969695009757e-06 + ], + [ + 5801, + 0.00011316613381495699 + ], + [ + 5901, + 2.139031857950613e-05 + ], + [ + 6001, + 2.4475095870002406e-06 + ], + [ + 6101, + 2.1333385120669845e-06 + ], + [ + 6201, + 3.345201548654586e-06 + ], + [ + 6301, + 2.8287156510486966e-06 + ], + [ + 6401, + 2.302224402228603e-06 + ], + [ + 6501, + 3.927680154447444e-06 + ], + [ + 6601, + 3.7637735204043565e-06 + ], + [ + 6701, + 3.0683891054650303e-06 + ], + [ + 6801, + 3.460074367467314e-05 + ], + [ + 6901, + 1.7240610759472474e-05 + ], + [ + 7001, + 5.034044988860842e-06 + ], + [ + 7101, + 2.282356717842049e-06 + ], + [ + 7201, + 1.9421152046561474e-06 + ], + [ + 7301, + 1.953290393430507e-06 + ], + [ + 7401, + 3.234781388528063e-06 + ], + [ + 7501, + 1.2227676052134484e-05 + ], + [ + 7601, + 2.0302786651882343e-06 + ], + [ + 7701, + 2.2972553779254667e-06 + ], + [ + 7801, + 1.7136305814346997e-06 + ], + [ + 7901, + 1.2169266483397223e-06 + ], + [ + 8001, + 2.64610821432143e-06 + ], + [ + 8101, + 1.2665972235481604e-06 + ], + [ + 8201, + 4.688701210397994e-06 + ], + [ + 8301, + 1.9818498913082294e-06 + ], + [ + 8401, + 1.1622895499385777e-06 + ], + [ + 8501, + 1.067915718522272e-06 + ], + [ + 8601, + 1.133727664637263e-06 + ], + [ + 8701, + 6.804860959164216e-07 + ], + [ + 8801, + 9.176624189422e-07 + ], + [ + 8901, + 9.213875955538242e-07 + ], + [ + 9001, + 1.007069386105286e-06 + ], + [ + 9101, + 1.2827399586967658e-06 + ], + [ + 9201, + 8.195632972274325e-07 + ], + [ + 9301, + 1.973150801859447e-06 + ], + [ + 9401, + 1.914790118462406e-06 + ], + [ + 9501, + 1.6080803106888197e-06 + ], + [ + 9601, + 1.912306743179215e-06 + ], + [ + 9701, + 1.243002316186903e-06 + ], + [ + 9801, + 2.0178613340249285e-06 + ], + [ + 9901, + 9.176624189422e-07 + ], + [ + 10001, + 1.3150233826308977e-06 + ], + [ + 10101, + 9.884415703709237e-07 + ], + [ + 10201, + 9.20145794225391e-07 + ], + [ + 10301, + 1.3026069609622937e-06 + ], + [ + 10401, + 9.83475501925568e-07 + ], + [ + 10501, + 8.158376658684574e-07 + ], + [ + 10601, + 8.518489948983188e-07 + ], + [ + 10701, + 6.631013889091264e-07 + ], + [ + 10801, + 5.587932605521928e-07 + ], + [ + 10901, + 1.8464960476194392e-06 + ], + [ + 11001, + 8.841349767862994e-07 + ], + [ + 11101, + 8.717173614058993e-07 + ], + [ + 11201, + 9.785078418644844e-07 + ], + [ + 11301, + 7.127717935873079e-07 + ], + [ + 11401, + 9.26354005059693e-07 + ], + [ + 11501, + 7.425737749144901e-07 + ], + [ + 11601, + 7.711345801908465e-07 + ], + [ + 11701, + 8.381895781894855e-07 + ], + [ + 11801, + 7.239472097353428e-07 + ], + [ + 11901, + 7.885192871981417e-07 + ], + [ + 12001, + 7.388486551462847e-07 + ], + [ + 12101, + 6.568924391103792e-07 + ], + [ + 12201, + 7.810672286723275e-07 + ], + [ + 12301, + 5.57551288693503e-07 + ], + [ + 12401, + 6.034966872903169e-07 + ], + [ + 12501, + 6.233648832676408e-07 + ], + [ + 12601, + 1.20202571451955e-06 + ], + [ + 12701, + 7.115299922588747e-07 + ], + [ + 12801, + 6.556508083122026e-07 + ], + [ + 12901, + 8.034204483919893e-07 + ], + [ + 13001, + 5.053975087321305e-07 + ], + [ + 13101, + 5.004304739486543e-07 + ], + [ + 13201, + 4.917381488667161e-07 + ], + [ + 13301, + 4.706282084043778e-07 + ], + [ + 13401, + 5.662437843056978e-07 + ], + [ + 13501, + 5.289909950079164e-07 + ], + [ + 13601, + 5.327161716195405e-07 + ], + [ + 13701, + 9.47464457112801e-07 + ], + [ + 13801, + 8.29497366794385e-07 + ], + [ + 13901, + 5.898374411117402e-07 + ], + [ + 14001, + 8.133542337418476e-07 + ], + [ + 14101, + 5.885955260964693e-07 + ], + [ + 14201, + 8.3197704725535e-07 + ], + [ + 14301, + 5.140898338140687e-07 + ], + [ + 14401, + 6.780019248253666e-07 + ], + [ + 14501, + 5.786615133729356e-07 + ], + [ + 14601, + 5.339579729479738e-07 + ], + [ + 14701, + 4.02331238547049e-07 + ], + [ + 14801, + 4.693864070759446e-07 + ], + [ + 14901, + 4.135070525990159e-07 + ], + [ + 15001, + 6.506824661300925e-07 + ], + [ + 15101, + 1.1672518667182885e-06 + ], + [ + 15201, + 5.103645435156068e-07 + ], + [ + 15301, + 7.748596999590518e-07 + ], + [ + 15401, + 8.257720764959231e-07 + ], + [ + 15501, + 6.556507514687837e-07 + ], + [ + 15601, + 6.916618531249696e-07 + ], + [ + 15701, + 6.295736056927126e-07 + ], + [ + 15801, + 6.991121495047992e-07 + ], + [ + 15901, + 5.873538384548738e-07 + ], + [ + 16001, + 5.488591341418214e-07 + ], + [ + 16101, + 5.724525635741884e-07 + ], + [ + 16201, + 1.552157300466206e-06 + ], + [ + 16301, + 4.321335325130349e-07 + ], + [ + 16401, + 5.538259415516222e-07 + ], + [ + 16501, + 5.178151241125306e-07 + ], + [ + 16601, + 5.053975087321305e-07 + ], + [ + 16701, + 4.4579246605280787e-07 + ], + [ + 16801, + 4.743534134377114e-07 + ], + [ + 16901, + 9.462220873501792e-07 + ], + [ + 17001, + 7.227054084069096e-07 + ], + [ + 17101, + 4.2964981616933073e-07 + ], + [ + 17201, + 8.208027679756924e-07 + ], + [ + 17301, + 4.768369024077401e-07 + ], + [ + 17401, + 4.445510910500161e-07 + ], + [ + 17501, + 4.048147275170777e-07 + ], + [ + 17601, + 6.345406404761889e-07 + ], + [ + 17701, + 1.5435041404998628e-06 + ], + [ + 17801, + 6.208813942976121e-07 + ], + [ + 17901, + 3.836788164335303e-05 + ], + [ + 18001, + 5.078810545455781e-07 + ], + [ + 18101, + 6.196396498125978e-07 + ], + [ + 18201, + 8.021784196898807e-07 + ], + [ + 18301, + 6.916618531249696e-07 + ], + [ + 18401, + 9.201460215990664e-07 + ], + [ + 18501, + 1.1821568932646187e-06 + ], + [ + 18601, + 1.0554973641774268e-06 + ], + [ + 18701, + 4.984936822438613e-06 + ], + [ + 18801, + 8.804092317404866e-07 + ], + [ + 18901, + 1.9864657588186674e-05 + ], + [ + 19001, + 1.0929396921710577e-05 + ], + [ + 19101, + 5.384104497352382e-06 + ], + [ + 19201, + 1.973155576706631e-06 + ], + [ + 19301, + 2.3543680072179995e-06 + ], + [ + 19401, + 2.2376041215466103e-06 + ], + [ + 19501, + 8.953090855357004e-07 + ], + [ + 19601, + 7.400901154142048e-07 + ], + [ + 19701, + 9.164195944322273e-07 + ], + [ + 19801, + 7.814880518708378e-06 + ], + [ + 19901, + 3.7425168102345197e-06 + ], + [ + 20001, + 8.121114092318749e-07 + ], + [ + 20101, + 8.096285455394536e-07 + ], + [ + 20201, + 1.045560566126369e-06 + ], + [ + 20301, + 7.326392506001866e-07 + ], + [ + 20401, + 1.020726472233946e-06 + ], + [ + 20501, + 1.1486285984574351e-06 + ], + [ + 20601, + 1.0877824934141245e-06 + ], + [ + 20701, + 1.7024365206452785e-06 + ], + [ + 20801, + 1.2169252840976696e-06 + ], + [ + 20901, + 6.506835461550509e-07 + ], + [ + 21001, + 1.2405150755512295e-06 + ], + [ + 21101, + 1.1312379228911595e-06 + ], + [ + 21201, + 1.5434992519658408e-06 + ], + [ + 21301, + 1.8713243434831384e-06 + ], + [ + 21401, + 4.441270448296564e-06 + ], + [ + 21501, + 7.310672572202748e-06 + ], + [ + 21601, + 1.943332335940795e-06 + ], + [ + 21701, + 1.2665898339037085e-06 + ], + [ + 21801, + 6.171554787215427e-07 + ], + [ + 21901, + 5.749358820139605e-07 + ], + [ + 22001, + 8.804081517155282e-07 + ], + [ + 22101, + 4.818032266484806e-07 + ], + [ + 22201, + 4.917376372759463e-07 + ], + [ + 22301, + 6.581328193533409e-07 + ], + [ + 22401, + 5.687272164323076e-07 + ], + [ + 22501, + 5.662432158715092e-07 + ], + [ + 22601, + 1.5881608987911022e-06 + ], + [ + 22701, + 4.793204197994783e-07 + ], + [ + 22801, + 7.438145530613838e-07 + ], + [ + 22901, + 5.513424525815935e-07 + ], + [ + 23001, + 4.954631549480837e-07 + ], + [ + 23101, + 8.741946544432722e-07 + ], + [ + 23201, + 4.904957222606754e-07 + ], + [ + 23301, + 7.189760253822897e-07 + ], + [ + 23401, + 1.6353654928025207e-06 + ], + [ + 23501, + 1.0828100585058564e-06 + ], + [ + 23601, + 4.79320135582384e-07 + ], + [ + 23701, + 1.7645224943407811e-06 + ], + [ + 23801, + 4.767732207255904e-06 + ], + [ + 23901, + 1.2156800721641048e-06 + ], + [ + 24000, + 7.040790706014377e-07 + ] + ] + } + }, + "series": "a48dose", + "plain_doc": true +} \ No newline at end of file