diff --git a/bed/reports/bed_alhena-both_s1_L24000_ctx4096_frdyn_cap_mode_sz32-128-256-512_r4_n30_o0_askany_p75d_gag50_gc48_ac83_kh50_va1_pt10b4h0pa_krt16r218e_ahdigit1_id10_c83entry.json b/bed/reports/bed_alhena-both_s1_L24000_ctx4096_frdyn_cap_mode_sz32-128-256-512_r4_n30_o0_askany_p75d_gag50_gc48_ac83_kh50_va1_pt10b4h0pa_krt16r218e_ahdigit1_id10_c83entry.json
new file mode 100644
index 0000000000000000000000000000000000000000..1f535a6657a14e7516befb93e67dc6e2e7d11441
--- /dev/null
+++ b/bed/reports/bed_alhena-both_s1_L24000_ctx4096_frdyn_cap_mode_sz32-128-256-512_r4_n30_o0_askany_p75d_gag50_gc48_ac83_kh50_va1_pt10b4h0pa_krt16r218e_ahdigit1_id10_c83entry.json
@@ -0,0 +1,12753 @@
+{
+ "arm": "alhena-both",
+ "seed": 1,
+ "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": 18.632529187202454,
+ "tok_per_s": 703457.9078508856,
+ "final_loss_ema": 1.02618182856592,
+ "final_bpb_ema": 1.4804674351224214,
+ "heldout_bpb": 1.425052275892612,
+ "heldout_bpb_by_class": {
+  "lower": 1.434533975976998,
+  "upper": 4.424361994582174,
+  "digit": 3.3279950987124782,
+  "space": 0.3889529422145692,
+  "newline": 2.159402454053196,
+  "punct": 3.1775552307231,
+  "high": 2.2587304864680275
+ },
+ "heldout_bpb_by_position": {
+  "row": {
+   "0-64": 1.954043751841973,
+   "64-256": 1.5185657395237975,
+   "256-1024": 1.4241458356108845,
+   "1024-2048": 1.405838847374139,
+   "2048-4096": 1.4097010789593565,
+   "4096+": null
+  },
+  "row_n": {
+   "0-64": 8192,
+   "64-256": 24576,
+   "256-1024": 98304,
+   "1024-2048": 131072,
+   "2048-4096": 262144,
+   "4096+": 0
+  }
+ },
+ "dispatch_off_bpb": 4.099739801515369,
+ "records_planted_mean": 0.7504895833333334,
+ "cues": 5,
+ "dispatch_off_by_class": {
+  "lower": 3.8446690392192284,
+  "upper": 10.286162459067747,
+  "digit": 5.815288438284499,
+  "space": 3.1947770197683543,
+  "newline": 8.659330190016176,
+  "punct": 8.570997005942417,
+  "high": 6.058684235500243
+ },
+ "fetch": {
+  "64": {
+   "n": 64,
+   "value_bits": 20.007317755517185,
+   "first_byte": 0.03125,
+   "all_five": 0.015625
+  },
+  "256": {
+   "n": 64,
+   "value_bits": 24.212125681798867,
+   "first_byte": 0.0,
+   "all_five": 0.0
+  },
+  "512": {
+   "n": 64,
+   "value_bits": 28.622023961879272,
+   "first_byte": 0.046875,
+   "all_five": 0.0
+  },
+  "896": {
+   "n": 64,
+   "value_bits": 31.785154974915315,
+   "first_byte": 0.0,
+   "all_five": 0.0
+  }
+ },
+ "dispatch_census": {
+  "b0": {
+   "lower": {
+    "abs_mean": [
+     1.9888,
+     0.1409,
+     0.1552,
+     0.0402,
+     0.2376,
+     0.1409,
+     0.1475
+    ],
+    "dominant": 0,
+    "home_share": 0.6975,
+    "entropy_bits": 1.626
+   },
+   "upper": {
+    "abs_mean": [
+     0.3276,
+     1.2869,
+     0.1638,
+     0.1259,
+     0.4,
+     0.0922,
+     0.0461
+    ],
+    "dominant": 1,
+    "home_share": 0.5269,
+    "entropy_bits": 2.072
+   },
+   "digit": {
+    "abs_mean": [
+     0.0482,
+     0.1801,
+     1.7482,
+     0.229,
+     0.4332,
+     0.0891,
+     0.2428
+    ],
+    "dominant": 2,
+    "home_share": 0.5885,
+    "entropy_bits": 1.929
+   },
+   "space": {
+    "abs_mean": [
+     0.1254,
+     0.1167,
+     0.0197,
+     2.5162,
+     0.0713,
+     0.0725,
+     0.1614
+    ],
+    "dominant": 3,
+    "home_share": 0.8161,
+    "entropy_bits": 1.128
+   },
+   "newline": {
+    "abs_mean": [
+     0.0622,
+     0.0653,
+     0.0257,
+     1.0972,
+     0.7562,
+     0.3598,
+     0.3221
+    ],
+    "dominant": 3,
+    "home_share": 0.2813,
+    "entropy_bits": 2.118
+   },
+   "punct": {
+    "abs_mean": [
+     0.2197,
+     0.1821,
+     0.1182,
+     0.5876,
+     0.1477,
+     1.177,
+     0.4194
+    ],
+    "dominant": 5,
+    "home_share": 0.4127,
+    "entropy_bits": 2.353
+   },
+   "high": {
+    "abs_mean": [
+     0.1561,
+     0.0723,
+     0.0964,
+     0.3102,
+     0.1973,
+     0.221,
+     1.3851
+    ],
+    "dominant": 6,
+    "home_share": 0.568,
+    "entropy_bits": 2.038
+   }
+  },
+  "mid": {
+   "lower": {
+    "abs_mean": [
+     2.6671,
+     0.0797,
+     1.1003,
+     0.0989,
+     0.1846,
+     0.1535,
+     0.8586
+    ],
+    "dominant": 0,
+    "home_share": 0.5186,
+    "entropy_bits": 1.925
+   },
+   "upper": {
+    "abs_mean": [
+     0.2461,
+     2.0268,
+     0.2012,
+     0.2133,
+     0.0597,
+     0.0637,
+     0.2228
+    ],
+    "dominant": 1,
+    "home_share": 0.6681,
+    "entropy_bits": 1.717
+   },
+   "digit": {
+    "abs_mean": [
+     0.0304,
+     0.2129,
+     1.8661,
+     0.1325,
+     0.0332,
+     0.07,
+     0.1745
+    ],
+    "dominant": 2,
+    "home_share": 0.7406,
+    "entropy_bits": 1.415
+   },
+   "space": {
+    "abs_mean": [
+     0.0683,
+     0.2384,
+     0.5961,
+     2.8354,
+     0.0701,
+     0.0743,
+     0.2139
+    ],
+    "dominant": 3,
+    "home_share": 0.6922,
+    "entropy_bits": 1.537
+   },
+   "newline": {
+    "abs_mean": [
+     0.1599,
+     0.0238,
+     0.1141,
+     0.9026,
+     0.7574,
+     0.0765,
+     0.1801
+    ],
+    "dominant": 3,
+    "home_share": 0.342,
+    "entropy_bits": 2.084
+   },
+   "punct": {
+    "abs_mean": [
+     0.1301,
+     0.2415,
+     0.3919,
+     0.5681,
+     0.071,
+     1.3867,
+     0.0563
+    ],
+    "dominant": 5,
+    "home_share": 0.4873,
+    "entropy_bits": 2.114
+   },
+   "high": {
+    "abs_mean": [
+     0.1563,
+     0.1431,
+     0.1797,
+     0.2773,
+     0.0493,
+     0.1369,
+     1.7004
+    ],
+    "dominant": 6,
+    "home_share": 0.6434,
+    "entropy_bits": 1.812
+   }
+  },
+  "last": {
+   "lower": {
+    "abs_mean": [
+     2.3645,
+     0.3525,
+     0.1038,
+     0.2176,
+     1.5586,
+     0.2044,
+     0.5212
+    ],
+    "dominant": 0,
+    "home_share": 0.4442,
+    "entropy_bits": 2.106
+   },
+   "upper": {
+    "abs_mean": [
+     0.3332,
+     1.9414,
+     0.0686,
+     0.1132,
+     0.442,
+     0.2237,
+     0.5019
+    ],
+    "dominant": 1,
+    "home_share": 0.5357,
+    "entropy_bits": 2.077
+   },
+   "digit": {
+    "abs_mean": [
+     0.063,
+     0.054,
+     1.4657,
+     0.5134,
+     0.0605,
+     1.1414,
+     0.0686
+    ],
+    "dominant": 2,
+    "home_share": 0.4354,
+    "entropy_bits": 1.887
+   },
+   "space": {
+    "abs_mean": [
+     0.0439,
+     0.1024,
+     0.1633,
+     1.5456,
+     0.042,
+     0.6445,
+     0.4675
+    ],
+    "dominant": 3,
+    "home_share": 0.5136,
+    "entropy_bits": 1.956
+   },
+   "newline": {
+    "abs_mean": [
+     0.2804,
+     0.1,
+     0.0305,
+     0.7022,
+     0.8322,
+     1.1857,
+     0.321
+    ],
+    "dominant": 5,
+    "home_share": 0.2411,
+    "entropy_bits": 2.313
+   },
+   "punct": {
+    "abs_mean": [
+     0.0438,
+     0.0752,
+     0.0616,
+     0.2438,
+     0.0874,
+     2.1137,
+     0.3646
+    ],
+    "dominant": 5,
+    "home_share": 0.7069,
+    "entropy_bits": 1.506
+   },
+   "high": {
+    "abs_mean": [
+     0.0476,
+     0.0567,
+     0.0378,
+     0.1715,
+     0.3831,
+     0.295,
+     1.7316
+    ],
+    "dominant": 6,
+    "home_share": 0.6358,
+    "entropy_bits": 1.716
+   }
+  }
+ },
+ "curve": [
+  {
+   "step": 1,
+   "loss": 5.599952697753906,
+   "ema": 5.599952697753906,
+   "lr": 1e-05,
+   "value_bits": {
+    "0": null,
+    "128": 8.158420350308653,
+    "256": 7.874159169795361,
+    "512": 8.537007823444762,
+    "w": null
+   },
+   "value_n": {
+    "0": 0,
+    "128": 12,
+    "256": 6,
+    "512": 6,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": null,
+    "128": 8.158420350308653,
+    "256": 7.874159169795361,
+    "512": 8.537007823444762,
+    "w": null
+   }
+  },
+  {
+   "step": 101,
+   "loss": 2.6051840782165527,
+   "ema": 3.501530192137794,
+   "lr": 0.001,
+   "value_bits": {
+    "0": 6.471714430928446,
+    "128": 6.554057066683117,
+    "256": 6.46561737584581,
+    "512": 6.425309602851704,
+    "w": null
+   },
+   "value_n": {
+    "0": 420,
+    "128": 390,
+    "256": 462,
+    "512": 534,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 6.471714430928446,
+    "128": 6.503124898948974,
+    "256": 6.44708393118858,
+    "512": 6.401313032163148,
+    "w": null
+   }
+  },
+  {
+   "step": 201,
+   "loss": 2.006988048553467,
+   "ema": 2.315999489117048,
+   "lr": 0.0009999611241221994,
+   "value_bits": {
+    "0": 6.194049316559214,
+    "128": 6.188037765110011,
+    "256": 6.109350731016101,
+    "512": 6.0779529550696605,
+    "w": null
+   },
+   "value_n": {
+    "0": 792,
+    "128": 762,
+    "256": 942,
+    "512": 1104,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 5.880556445497176,
+    "128": 5.804307852170463,
+    "256": 5.766444085367505,
+    "512": 5.752534621884378,
+    "w": null
+   }
+  },
+  {
+   "step": 301,
+   "loss": 1.8392937183380127,
+   "ema": 1.9586066559327355,
+   "lr": 0.0009998445032058376,
+   "value_bits": {
+    "0": 6.003280242958391,
+    "128": 5.9803168829704285,
+    "256": 5.980923290088948,
+    "512": 6.0057539597783585,
+    "w": null
+   },
+   "value_n": {
+    "0": 1254,
+    "128": 1134,
+    "256": 1380,
+    "512": 1680,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 5.676247545356981,
+    "128": 5.554824108265154,
+    "256": 5.704716328094937,
+    "512": 5.867372552136696,
+    "w": null
+   }
+  },
+  {
+   "step": 401,
+   "loss": 1.7687411308288574,
+   "ema": 1.8233284078019916,
+   "lr": 0.0009996501574008718,
+   "value_bits": {
+    "0": 5.894732373781028,
+    "128": 5.887784625967227,
+    "256": 5.92459627084858,
+    "512": 5.932025927996321,
+    "w": null
+   },
+   "value_n": {
+    "0": 1722,
+    "128": 1536,
+    "256": 1788,
+    "512": 2238,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 5.603879749959634,
+    "128": 5.626760796510437,
+    "256": 5.734078411653216,
+    "512": 5.710049058114918,
+    "w": null
+   }
+  },
+  {
+   "step": 501,
+   "loss": 1.7462427616119385,
+   "ema": 1.7807752271618658,
+   "lr": 0.0009993781202866968,
+   "value_bits": {
+    "0": 5.780752942535744,
+    "128": 5.809304779011569,
+    "256": 5.846002346463372,
+    "512": 5.903834366752442,
+    "w": null
+   },
+   "value_n": {
+    "0": 2178,
+    "128": 1854,
+    "256": 2286,
+    "512": 2844,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 5.350330616648948,
+    "128": 5.430232310697449,
+    "256": 5.563821750477924,
+    "512": 5.799720977208217,
+    "w": null
+   }
+  },
+  {
+   "step": 601,
+   "loss": 1.719116449356079,
+   "ema": 1.7430832902485542,
+   "lr": 0.0009990284388663418,
+   "value_bits": {
+    "0": 5.721207336955301,
+    "128": 5.761966700789372,
+    "256": 5.788147789003453,
+    "512": 5.851793139880365,
+    "w": null
+   },
+   "value_n": {
+    "0": 2544,
+    "128": 2262,
+    "256": 2700,
+    "512": 3462,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 5.366862175878231,
+    "128": 5.546856904162032,
+    "256": 5.46869001520303,
+    "512": 5.612302445342844,
+    "w": null
+   }
+  },
+  {
+   "step": 701,
+   "loss": 1.698314905166626,
+   "ema": 1.720557455425194,
+   "lr": 0.0009986011735583502,
+   "value_bits": {
+    "0": 5.649244267144932,
+    "128": 5.703623828132083,
+    "256": 5.69517169196377,
+    "512": 5.793454403947579,
+    "w": null
+   },
+   "value_n": {
+    "0": 2886,
+    "128": 2562,
+    "256": 3192,
+    "512": 4038,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 5.113940028555532,
+    "128": 5.263718568296121,
+    "256": 5.184937013087463,
+    "512": 5.442814293184903,
+    "w": null
+   }
+  },
+  {
+   "step": 801,
+   "loss": 1.607201337814331,
+   "ema": 1.6910074879619743,
+   "lr": 0.000998096398186339,
+   "value_bits": {
+    "0": 5.595107236895238,
+    "128": 5.640293069934724,
+    "256": 5.628789055451217,
+    "512": 5.736757559072245,
+    "w": null
+   },
+   "value_n": {
+    "0": 3318,
+    "128": 2958,
+    "256": 3666,
+    "512": 4566,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 5.23344179869936,
+    "128": 5.230562255536663,
+    "256": 5.181756617164156,
+    "512": 5.3031555522415585,
+    "w": null
+   }
+  },
+  {
+   "step": 901,
+   "loss": 1.6325159072875977,
+   "ema": 1.6473128318768444,
+   "lr": 0.0009975141999662442,
+   "value_bits": {
+    "0": 5.539730612087116,
+    "128": 5.585269388117037,
+    "256": 5.577504620646132,
+    "512": 5.668210306787797,
+    "w": null
+   },
+   "value_n": {
+    "0": 3732,
+    "128": 3312,
+    "256": 4170,
+    "512": 5160,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 5.095915053842309,
+    "128": 5.125495233267549,
+    "256": 5.204471410337709,
+    "512": 5.141296579631591,
+    "w": null
+   }
+  },
+  {
+   "step": 1001,
+   "loss": 1.5641634464263916,
+   "ema": 1.6055032183390205,
+   "lr": 0.0009968546794912525,
+   "value_bits": {
+    "0": 5.496556334437904,
+    "128": 5.5354901936822785,
+    "256": 5.52650779020076,
+    "512": 5.6041483433836525,
+    "w": null
+   },
+   "value_n": {
+    "0": 4110,
+    "128": 3690,
+    "256": 4632,
+    "512": 5790,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 5.07029600590124,
+    "128": 5.099329632920586,
+    "256": 5.066211723193841,
+    "512": 5.079450357406846,
+    "w": null
+   }
+  },
+  {
+   "step": 1101,
+   "loss": 1.5279631614685059,
+   "ema": 1.562611733440478,
+   "lr": 0.0009961179507144186,
+   "value_bits": {
+    "0": 5.421802812427609,
+    "128": 5.4719935838869835,
+    "256": 5.473493491265497,
+    "512": 5.53371816841508,
+    "w": null
+   },
+   "value_n": {
+    "0": 4548,
+    "128": 4092,
+    "256": 5034,
+    "512": 6408,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 4.720348530550186,
+    "128": 4.889151568601818,
+    "256": 4.862642166220365,
+    "512": 4.873862645651265,
+    "w": null
+   }
+  },
+  {
+   "step": 1201,
+   "loss": 1.535322904586792,
+   "ema": 1.5251281825762635,
+   "lr": 0.0009953041409289777,
+   "value_bits": {
+    "0": 5.336779800396454,
+    "128": 5.404070334916727,
+    "256": 5.3883168576683245,
+    "512": 5.472766514395114,
+    "w": null
+   },
+   "value_n": {
+    "0": 5010,
+    "128": 4428,
+    "256": 5550,
+    "512": 6972,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 4.499800019622229,
+    "128": 4.576862195671814,
+    "256": 4.5573494671098675,
+    "512": 4.7802519772321,
+    "w": null
+   }
+  },
+  {
+   "step": 1301,
+   "loss": 1.4031999111175537,
+   "ema": 1.4587563871779583,
+   "lr": 0.000994413390746351,
+   "value_bits": {
+    "0": 5.112552374328552,
+    "128": 5.282930182033333,
+    "256": 5.229460746510559,
+    "512": 5.354636870120101,
+    "w": null
+   },
+   "value_n": {
+    "0": 5514,
+    "128": 4746,
+    "256": 6078,
+    "512": 7482,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 2.8836249842488133,
+    "128": 3.5961106947136217,
+    "256": 3.559666396272671,
+    "512": 3.7397351448546234,
+    "w": null
+   }
+  },
+  {
+   "step": 1401,
+   "loss": 1.3584158420562744,
+   "ema": 1.421528792901144,
+   "lr": 0.000993445854071851,
+   "value_bits": {
+    "0": 4.798369010393255,
+    "128": 5.098846880905645,
+    "256": 5.036882757585962,
+    "512": 5.209483088779408,
+    "w": null
+   },
+   "value_n": {
+    "0": 6102,
+    "128": 5046,
+    "256": 6546,
+    "512": 7938,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 1.852098485326548,
+    "128": 2.186649057065614,
+    "256": 2.5358378501421717,
+    "512": 2.8278151238867197,
+    "w": null
+   }
+  },
+  {
+   "step": 1501,
+   "loss": 1.3732889890670776,
+   "ema": 1.388176003691754,
+   "lr": 0.0009924016980780884,
+   "value_bits": {
+    "0": 4.5923951157378555,
+    "128": 4.914364683875992,
+    "256": 4.833619988753288,
+    "512": 5.02365825845624,
+    "w": null
+   },
+   "value_n": {
+    "0": 6510,
+    "128": 5370,
+    "256": 7056,
+    "512": 8520,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 1.5118737794945905,
+    "128": 2.041225281988255,
+    "256": 2.22468256761861,
+    "512": 2.489160830440249,
+    "w": null
+   }
+  },
+  {
+   "step": 1601,
+   "loss": 1.3975975513458252,
+   "ema": 1.3820672065414692,
+   "lr": 0.0009912811031760893,
+   "value_bits": {
+    "0": 4.379009548136064,
+    "128": 4.741038596603329,
+    "256": 4.66933592454138,
+    "512": 4.8596075712945925,
+    "w": null
+   },
+   "value_n": {
+    "0": 6978,
+    "128": 5682,
+    "256": 7494,
+    "512": 9048,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 1.4107615885470244,
+    "128": 1.7578299791219079,
+    "256": 2.0227871640865374,
+    "512": 2.2124260284589115,
+    "w": null
+   }
+  },
+  {
+   "step": 1701,
+   "loss": 1.340470314025879,
+   "ema": 1.3578021189600262,
+   "lr": 0.0009900842629841226,
+   "value_bits": {
+    "0": 4.180691288700731,
+    "128": 4.55728159765645,
+    "256": 4.52288726254663,
+    "512": 4.695465030932596,
+    "w": null
+   },
+   "value_n": {
+    "0": 7440,
+    "128": 6042,
+    "256": 7884,
+    "512": 9600,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 1.1853129026839584,
+    "128": 1.6569836309448875,
+    "256": 1.7088198959090328,
+    "512": 2.004954695433789,
+    "w": null
+   }
+  },
+  {
+   "step": 1801,
+   "loss": 1.3184010982513428,
+   "ema": 1.3464920837611836,
+   "lr": 0.0009888113842942462,
+   "value_bits": {
+    "0": 3.9924796184810427,
+    "128": 4.394439306127326,
+    "256": 4.376251007389855,
+    "512": 4.527885473328746,
+    "w": null
+   },
+   "value_n": {
+    "0": 7914,
+    "128": 6378,
+    "256": 8286,
+    "512": 10200,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 1.0382711238935312,
+    "128": 1.4661859566661262,
+    "256": 1.5004295256584725,
+    "512": 1.8466125516671537,
+    "w": null
+   }
+  },
+  {
+   "step": 1901,
+   "loss": 1.3206003904342651,
+   "ema": 1.3320135963146376,
+   "lr": 0.0009874626870365775,
+   "value_bits": {
+    "0": 3.8102422082308265,
+    "128": 4.2643249462483634,
+    "256": 4.225864576146711,
+    "512": 4.412782683766316,
+    "w": null
+   },
+   "value_n": {
+    "0": 8412,
+    "128": 6672,
+    "256": 8742,
+    "512": 10662,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.9142043272665488,
+    "128": 1.4416399554047203,
+    "256": 1.4931848189522374,
+    "512": 1.8715522648555194,
+    "w": null
+   }
+  },
+  {
+   "step": 2001,
+   "loss": 1.3000109195709229,
+   "ema": 1.3230831023296445,
+   "lr": 0.000986038404241293,
+   "value_bits": {
+    "0": 3.64120429551713,
+    "128": 4.130019866590861,
+    "256": 4.087648623388775,
+    "512": 4.28034098157667,
+    "w": null
+   },
+   "value_n": {
+    "0": 8904,
+    "128": 7002,
+    "256": 9180,
+    "512": 11202,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.7510682757049035,
+    "128": 1.4146153469701077,
+    "256": 1.3290096758776269,
+    "512": 1.6653531505655637,
+    "w": null
+   }
+  },
+  {
+   "step": 2101,
+   "loss": 1.3519436120986938,
+   "ema": 1.3075558936724028,
+   "lr": 0.000984538781998366,
+   "value_bits": {
+    "0": 3.4866741116334667,
+    "128": 3.9953194847147007,
+    "256": 3.960732944377176,
+    "512": 4.148586690238263,
+    "w": null
+   },
+   "value_n": {
+    "0": 9408,
+    "128": 7338,
+    "256": 9618,
+    "512": 11766,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.7566408630220884,
+    "128": 1.1882597409739926,
+    "256": 1.3007193979696927,
+    "512": 1.531722201633928,
+    "w": null
+   }
+  },
+  {
+   "step": 2201,
+   "loss": 1.270279884338379,
+   "ema": 1.2985902535801552,
+   "lr": 0.0009829640794150455,
+   "value_bits": {
+    "0": 3.349129474917113,
+    "128": 3.860217040030822,
+    "256": 3.8327868069228628,
+    "512": 4.029003949802515,
+    "w": null
+   },
+   "value_n": {
+    "0": 9882,
+    "128": 7710,
+    "256": 10080,
+    "512": 12324,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.6191295968001177,
+    "128": 1.19521236505689,
+    "256": 1.1691808544648925,
+    "512": 1.5074797133025077,
+    "w": null
+   }
+  },
+  {
+   "step": 2301,
+   "loss": 1.2646570205688477,
+   "ema": 1.28543780092098,
+   "lr": 0.000981314568571088,
+   "value_bits": {
+    "0": 3.220627951080811,
+    "128": 3.744959329335875,
+    "256": 3.7210534954541656,
+    "512": 3.9285251388047735,
+    "w": null
+   },
+   "value_n": {
+    "0": 10356,
+    "128": 8034,
+    "256": 10542,
+    "512": 12834,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.5416151693290405,
+    "128": 1.0022526952061146,
+    "256": 1.2832357906825964,
+    "512": 1.5004842236358034,
+    "w": null
+   }
+  },
+  {
+   "step": 2401,
+   "loss": 1.2766945362091064,
+   "ema": 1.2745450809903744,
+   "lr": 0.0009795905344717468,
+   "value_bits": {
+    "0": 3.1148385565888352,
+    "128": 3.6579685467839673,
+    "256": 3.612015522749036,
+    "512": 3.818237611424738,
+    "w": null
+   },
+   "value_n": {
+    "0": 10782,
+    "128": 8298,
+    "256": 11004,
+    "512": 13428,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.5431132764036166,
+    "128": 1.0106808686702213,
+    "256": 1.1239672364774358,
+    "512": 1.4353586107591194,
+    "w": null
+   }
+  },
+  {
+   "step": 2501,
+   "loss": 1.3352080583572388,
+   "ema": 1.2748476187440319,
+   "lr": 0.0009777922749985284,
+   "value_bits": {
+    "0": 3.026820830026655,
+    "128": 3.552565720251973,
+    "256": 3.5162921627712147,
+    "512": 3.712198776102836,
+    "w": null
+   },
+   "value_n": {
+    "0": 11178,
+    "128": 8640,
+    "256": 11454,
+    "512": 14028,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.6303381840836542,
+    "128": 0.9951602975546384,
+    "256": 1.175536933446884,
+    "512": 1.3390496415986812,
+    "w": null
+   }
+  },
+  {
+   "step": 2601,
+   "loss": 1.3050334453582764,
+   "ema": 1.2685893913600494,
+   "lr": 0.0009759201008577241,
+   "value_bits": {
+    "0": 2.922630442540262,
+    "128": 3.452069584827335,
+    "256": 3.438020943646371,
+    "512": 3.616915063495791,
+    "w": null
+   },
+   "value_n": {
+    "0": 11670,
+    "128": 8976,
+    "256": 11844,
+    "512": 14610,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.5554756634286764,
+    "128": 0.8678832453366442,
+    "256": 1.1392554465798128,
+    "512": 1.3202828977713457,
+    "w": null
+   }
+  },
+  {
+   "step": 2701,
+   "loss": 1.265615701675415,
+   "ema": 1.2580024514372867,
+   "lr": 0.0009739743355267254,
+   "value_bits": {
+    "0": 2.8319435479009063,
+    "128": 3.3480492839228684,
+    "256": 3.350151713200449,
+    "512": 3.538329130157928,
+    "w": null
+   },
+   "value_n": {
+    "0": 12120,
+    "128": 9360,
+    "256": 12294,
+    "512": 15120,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.4801300802536222,
+    "128": 0.9165747502809589,
+    "256": 1.0374335678637694,
+    "512": 1.287073275126204,
+    "w": null
+   }
+  },
+  {
+   "step": 2801,
+   "loss": 1.3154370784759521,
+   "ema": 1.2583701987135991,
+   "lr": 0.0009719553151981335,
+   "value_bits": {
+    "0": 2.7281515685527347,
+    "128": 3.2614657056103313,
+    "256": 3.266443400876002,
+    "512": 3.4605041204343236,
+    "w": null
+   },
+   "value_n": {
+    "0": 12660,
+    "128": 9708,
+    "256": 12726,
+    "512": 15648,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.39859825429377743,
+    "128": 0.9326660130662477,
+    "256": 0.8842443459761216,
+    "512": 1.231878841985641,
+    "w": null
+   }
+  },
+  {
+   "step": 2901,
+   "loss": 1.237987756729126,
+   "ema": 1.2476687916516485,
+   "lr": 0.0009698633887216711,
+   "value_bits": {
+    "0": 2.638363809069501,
+    "128": 3.1808110953507134,
+    "256": 3.1873375419854324,
+    "512": 3.3769423625601833,
+    "w": null
+   },
+   "value_n": {
+    "0": 13188,
+    "128": 10038,
+    "256": 13182,
+    "512": 16266,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.4854982123692369,
+    "128": 0.8080991062586655,
+    "256": 0.9796595589999378,
+    "512": 1.2611262020188583,
+    "w": null
+   }
+  },
+  {
+   "step": 3001,
+   "loss": 1.1793086528778076,
+   "ema": 1.2455091113889831,
+   "lr": 0.0009676989175439071,
+   "value_bits": {
+    "0": 2.570129057300132,
+    "128": 3.1048942017648695,
+    "256": 3.1153292051334325,
+    "512": 3.2903685147264663,
+    "w": null
+   },
+   "value_n": {
+    "0": 13596,
+    "128": 10380,
+    "256": 13614,
+    "512": 16920,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.3645410515784578,
+    "128": 0.8766667812540522,
+    "256": 0.9180748153578218,
+    "512": 1.137141895669519,
+    "w": null
+   }
+  },
+  {
+   "step": 3101,
+   "loss": 1.2844021320343018,
+   "ema": 1.2418541693264076,
+   "lr": 0.000965462275645806,
+   "value_bits": {
+    "0": 2.501597838896723,
+    "128": 3.042819419701851,
+    "256": 3.0401232359414245,
+    "512": 3.223174706246215,
+    "w": null
+   },
+   "value_n": {
+    "0": 14034,
+    "128": 10674,
+    "256": 14100,
+    "512": 17466,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.37431371694981724,
+    "128": 0.851199563191203,
+    "256": 0.9334276298097373,
+    "512": 1.1409050368582025,
+    "w": null
+   }
+  },
+  {
+   "step": 3201,
+   "loss": 1.2505688667297363,
+   "ema": 1.23045751810471,
+   "lr": 0.0009631538494781107,
+   "value_bits": {
+    "0": 2.4449202945756605,
+    "128": 2.9666155045519096,
+    "256": 2.966958469733665,
+    "512": 3.1465265455496607,
+    "w": null
+   },
+   "value_n": {
+    "0": 14454,
+    "128": 11034,
+    "256": 14574,
+    "512": 18078,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.5510806350475871,
+    "128": 0.7071694203561445,
+    "256": 0.7905382091230994,
+    "512": 0.9590481554744781,
+    "w": null
+   }
+  },
+  {
+   "step": 3301,
+   "loss": 1.2633728981018066,
+   "ema": 1.235045941925912,
+   "lr": 0.0009607740378945705,
+   "value_bits": {
+    "0": 2.3836073536912346,
+    "128": 2.896188251426197,
+    "256": 2.8952071020350747,
+    "512": 3.0809034565494566,
+    "w": null
+   },
+   "value_n": {
+    "0": 14910,
+    "128": 11394,
+    "256": 15090,
+    "512": 18636,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.4401484774993692,
+    "128": 0.7375929431231083,
+    "256": 0.8686481236644275,
+    "512": 0.954856497865423,
+    "w": null
+   }
+  },
+  {
+   "step": 3401,
+   "loss": 1.2460410594940186,
+   "ema": 1.2209107964659263,
+   "lr": 0.0009583232520830267,
+   "value_bits": {
+    "0": 2.329083420257304,
+    "128": 2.841571987215266,
+    "256": 2.838317404441082,
+    "512": 3.0120268707440943,
+    "w": null
+   },
+   "value_n": {
+    "0": 15330,
+    "128": 11688,
+    "256": 15492,
+    "512": 19266,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.39348378335274925,
+    "128": 0.7249130946324556,
+    "256": 0.7028309947561305,
+    "512": 0.9745918658730811,
+    "w": null
+   }
+  },
+  {
+   "step": 3501,
+   "loss": 1.213720679283142,
+   "ema": 1.2234870382877554,
+   "lr": 0.0009558019154943671,
+   "value_bits": {
+    "0": 2.2769383829901964,
+    "128": 2.77830504710528,
+    "256": 2.7877589104986757,
+    "512": 2.9402006088189996,
+    "w": null
+   },
+   "value_n": {
+    "0": 15756,
+    "128": 12054,
+    "256": 15882,
+    "512": 19926,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.40045147851894775,
+    "128": 0.7579116153962236,
+    "256": 0.7794199665095585,
+    "512": 0.8435267266237428,
+    "w": null
+   }
+  },
+  {
+   "step": 3601,
+   "loss": 1.1935839653015137,
+   "ema": 1.2199671765900342,
+   "lr": 0.0009532104637693609,
+   "value_bits": {
+    "0": 2.2234798952402386,
+    "128": 2.7187535029002383,
+    "256": 2.7224015399969126,
+    "512": 2.885344191132237,
+    "w": null
+   },
+   "value_n": {
+    "0": 16200,
+    "128": 12426,
+    "256": 16374,
+    "512": 20460,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.3264259921133538,
+    "128": 0.7890913689013784,
+    "256": 0.612633738555862,
+    "512": 0.8383985378992106,
+    "w": null
+   }
+  },
+  {
+   "step": 3701,
+   "loss": 1.1585052013397217,
+   "ema": 1.2134091224475083,
+   "lr": 0.0009505493446633887,
+   "value_bits": {
+    "0": 2.1710007426550066,
+    "128": 2.653601847492659,
+    "256": 2.6628590256601656,
+    "512": 2.8300003342470266,
+    "w": null
+   },
+   "value_n": {
+    "0": 16656,
+    "128": 12822,
+    "256": 16848,
+    "512": 21042,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.30660979554806805,
+    "128": 0.6092218725063393,
+    "256": 0.6060043215464569,
+    "512": 0.8844070148803422,
+    "w": null
+   }
+  },
+  {
+   "step": 3801,
+   "loss": 1.2086700201034546,
+   "ema": 1.2094169769263112,
+   "lr": 0.0009478190179690779,
+   "value_bits": {
+    "0": 2.116142337011342,
+    "128": 2.6047774422385075,
+    "256": 2.605652198158715,
+    "512": 2.7846493336502607,
+    "w": null
+   },
+   "value_n": {
+    "0": 17142,
+    "128": 13122,
+    "256": 17340,
+    "512": 21522,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.23605673124823415,
+    "128": 0.5180223616760712,
+    "256": 0.6466671783529343,
+    "512": 0.796574844989548,
+    "w": null
+   }
+  },
+  {
+   "step": 3901,
+   "loss": 1.237166404724121,
+   "ema": 1.2048911413513987,
+   "lr": 0.0009450199554368591,
+   "value_bits": {
+    "0": 2.0716472943275446,
+    "128": 2.5558316396191785,
+    "256": 2.565039607987927,
+    "512": 2.7330791034290622,
+    "w": null
+   },
+   "value_n": {
+    "0": 17592,
+    "128": 13464,
+    "256": 17724,
+    "512": 22086,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.37668280169274304,
+    "128": 0.6778584759617647,
+    "256": 0.7311273330882853,
+    "512": 0.7651810629669588,
+    "w": null
+   }
+  },
+  {
+   "step": 4001,
+   "loss": 1.219002366065979,
+   "ema": 1.2065555076461654,
+   "lr": 0.0009421526406934568,
+   "value_bits": {
+    "0": 2.033321447824996,
+    "128": 2.507262424080904,
+    "256": 2.521486967237327,
+    "512": 2.6856567221940555,
+    "w": null
+   },
+   "value_n": {
+    "0": 17976,
+    "128": 13824,
+    "256": 18156,
+    "512": 22662,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.27751860492699826,
+    "128": 0.690773762949451,
+    "256": 0.7346189008863162,
+    "512": 0.8673047917142575,
+    "w": null
+   }
+  },
+  {
+   "step": 4101,
+   "loss": 1.1824843883514404,
+   "ema": 1.2065590862251547,
+   "lr": 0.0009392175691583268,
+   "value_bits": {
+    "0": 1.9882858688159326,
+    "128": 2.4598340753143417,
+    "256": 2.478611817981578,
+    "512": 2.646588533935547,
+    "w": null
+   },
+   "value_n": {
+    "0": 18450,
+    "128": 14178,
+    "256": 18588,
+    "512": 23184,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.2803542901937327,
+    "128": 0.6077168624641753,
+    "256": 0.6766645728719008,
+    "512": 0.950490291954084,
+    "w": null
+   }
+  },
+  {
+   "step": 4201,
+   "loss": 1.2351200580596924,
+   "ema": 1.2051418475626265,
+   "lr": 0.0009362152479580571,
+   "value_bits": {
+    "0": 1.9502905241953024,
+    "128": 2.4114985010337397,
+    "256": 2.436266017577746,
+    "512": 2.6035471000434782,
+    "w": null
+   },
+   "value_n": {
+    "0": 18858,
+    "128": 14568,
+    "256": 19038,
+    "512": 23688,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.2321186902476759,
+    "128": 0.6543144698789276,
+    "256": 0.6871021555634753,
+    "512": 0.6236411410083288,
+    "w": null
+   }
+  },
+  {
+   "step": 4301,
+   "loss": 1.2066359519958496,
+   "ema": 1.1951873193394935,
+   "lr": 0.0009331461958387462,
+   "value_bits": {
+    "0": 1.9068369882617395,
+    "128": 2.37581193393071,
+    "256": 2.3865817095784165,
+    "512": 2.566431611328734,
+    "w": null
+   },
+   "value_n": {
+    "0": 19332,
+    "128": 14862,
+    "256": 19554,
+    "512": 24162,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.17804631181633207,
+    "128": 0.6075061191112129,
+    "256": 0.5534618342078071,
+    "512": 0.7115968082172145,
+    "w": null
+   }
+  },
+  {
+   "step": 4401,
+   "loss": 1.230921983718872,
+   "ema": 1.18977180827741,
+   "lr": 0.0009300109430763723,
+   "value_bits": {
+    "0": 1.8655643839742342,
+    "128": 2.3346351075341105,
+    "256": 2.348039488066227,
+    "512": 2.522566176307977,
+    "w": null
+   },
+   "value_n": {
+    "0": 19824,
+    "128": 15192,
+    "256": 20010,
+    "512": 24720,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.24385303014078424,
+    "128": 0.4801805805454279,
+    "256": 0.6952881734843066,
+    "512": 0.6231456727747647,
+    "w": null
+   }
+  },
+  {
+   "step": 4501,
+   "loss": 1.1986868381500244,
+   "ema": 1.1863010531111668,
+   "lr": 0.0009268100313851724,
+   "value_bits": {
+    "0": 1.8252751469404656,
+    "128": 2.2929672096075255,
+    "256": 2.3033669456377175,
+    "512": 2.4835756813330776,
+    "w": null
+   },
+   "value_n": {
+    "0": 20316,
+    "128": 15558,
+    "256": 20508,
+    "512": 25266,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.20191369377495458,
+    "128": 0.563407905507298,
+    "256": 0.5083918974560369,
+    "512": 0.7182917330189379,
+    "w": null
+   }
+  },
+  {
+   "step": 4601,
+   "loss": 1.1796473264694214,
+   "ema": 1.1848408506921884,
+   "lr": 0.000923544013824043,
+   "value_bits": {
+    "0": 1.7958043650223445,
+    "128": 2.2568753828089436,
+    "256": 2.2663618557453677,
+    "512": 2.4462266661997605,
+    "w": null
+   },
+   "value_n": {
+    "0": 20700,
+    "128": 15858,
+    "256": 20940,
+    "512": 25794,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.23661580916675407,
+    "128": 0.38515324503450205,
+    "256": 0.5096480050224391,
+    "512": 0.658991407945249,
+    "w": null
+   }
+  },
+  {
+   "step": 4701,
+   "loss": 1.1930735111236572,
+   "ema": 1.1834845145955795,
+   "lr": 0.0009202134547009826,
+   "value_bits": {
+    "0": 1.766326846921474,
+    "128": 2.2184506358111413,
+    "256": 2.2330424745903192,
+    "512": 2.40351573139473,
+    "w": null
+   },
+   "value_n": {
+    "0": 21084,
+    "128": 16200,
+    "256": 21348,
+    "512": 26406,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.17730438679642854,
+    "128": 0.4367557881761967,
+    "256": 0.5229742358973777,
+    "512": 0.6033754497591935,
+    "w": null
+   }
+  },
+  {
+   "step": 4801,
+   "loss": 1.1290550231933594,
+   "ema": 1.1801116408607615,
+   "lr": 0.0009168189294755883,
+   "value_bits": {
+    "0": 1.7312349689882633,
+    "128": 2.184396777634599,
+    "256": 2.196122327364683,
+    "512": 2.3638977403324546,
+    "w": null
+   },
+   "value_n": {
+    "0": 21576,
+    "128": 16518,
+    "256": 21798,
+    "512": 26994,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.22741961463092247,
+    "128": 0.4495775875088393,
+    "256": 0.4446305429804967,
+    "512": 0.5847265294643299,
+    "w": null
+   }
+  },
+  {
+   "step": 4901,
+   "loss": 1.1691627502441406,
+   "ema": 1.182674182808117,
+   "lr": 0.0009133610246596288,
+   "value_bits": {
+    "0": 1.6985536134151284,
+    "128": 2.148063492574533,
+    "256": 2.1651279041604394,
+    "512": 2.3275132870690114,
+    "w": null
+   },
+   "value_n": {
+    "0": 22050,
+    "128": 16878,
+    "256": 22182,
+    "512": 27552,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.21093140276964634,
+    "128": 0.4809712630685226,
+    "256": 0.4057100994570569,
+    "512": 0.5673664566149146,
+    "w": null
+   }
+  },
+  {
+   "step": 5001,
+   "loss": 1.2261488437652588,
+   "ema": 1.1795370540519727,
+   "lr": 0.0009098403377157046,
+   "value_bits": {
+    "0": 1.6677912740499574,
+    "128": 2.1106938052365267,
+    "256": 2.1314586339305697,
+    "512": 2.297696261361052,
+    "w": null
+   },
+   "value_n": {
+    "0": 22512,
+    "128": 17256,
+    "256": 22614,
+    "512": 28050,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.19958871343951337,
+    "128": 0.4421076071125189,
+    "256": 0.4026351333773855,
+    "512": 0.6480603330363733,
+    "w": null
+   }
+  },
+  {
+   "step": 5101,
+   "loss": 1.1519757509231567,
+   "ema": 1.1763753310881275,
+   "lr": 0.0009062574769540168,
+   "value_bits": {
+    "0": 1.6379408216473355,
+    "128": 2.0804577592366242,
+    "256": 2.098781612092368,
+    "512": 2.255093305765337,
+    "w": null
+   },
+   "value_n": {
+    "0": 22974,
+    "128": 17568,
+    "256": 23046,
+    "512": 28758,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.18340968639230765,
+    "128": 0.40817183047280464,
+    "256": 0.3882302883676322,
+    "512": 0.5672219717825476,
+    "w": null
+   }
+  },
+  {
+   "step": 5201,
+   "loss": 1.1262933015823364,
+   "ema": 1.1694032528277822,
+   "lr": 0.0009026130614272647,
+   "value_bits": {
+    "0": 1.6083157474918013,
+    "128": 2.048446104094458,
+    "256": 2.0648215376609107,
+    "512": 2.225041310783222,
+    "w": null
+   },
+   "value_n": {
+    "0": 23454,
+    "128": 17904,
+    "256": 23496,
+    "512": 29268,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.19038563572254813,
+    "128": 0.37469384951832807,
+    "256": 0.3256129257778685,
+    "512": 0.5304623466740809,
+    "w": null
+   }
+  },
+  {
+   "step": 5301,
+   "loss": 1.1303865909576416,
+   "ema": 1.1654677927334718,
+   "lr": 0.0008989077208236816,
+   "value_bits": {
+    "0": 1.5819132584412785,
+    "128": 2.026049189611951,
+    "256": 2.027730658718653,
+    "512": 2.1956485507761743,
+    "w": null
+   },
+   "value_n": {
+    "0": 23910,
+    "128": 18144,
+    "256": 24018,
+    "512": 29796,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.22392207819794563,
+    "128": 0.35523936921695237,
+    "256": 0.3582147743751978,
+    "512": 0.5663544222037095,
+    "w": null
+   }
+  },
+  {
+   "step": 5401,
+   "loss": 1.1948766708374023,
+   "ema": 1.1652774629571674,
+   "lr": 0.000895142095358239,
+   "value_bits": {
+    "0": 1.5501683037714094,
+    "128": 1.9991476686774934,
+    "256": 1.9954904595034133,
+    "512": 2.1691515835204744,
+    "w": null
+   },
+   "value_n": {
+    "0": 24450,
+    "128": 18450,
+    "256": 24480,
+    "512": 30306,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.1445722553333101,
+    "128": 0.40404572150493845,
+    "256": 0.31941880419684554,
+    "512": 0.6211052377345041,
+    "w": null
+   }
+  },
+  {
+   "step": 5501,
+   "loss": 1.1412080526351929,
+   "ema": 1.1679381962798023,
+   "lr": 0.0008913168356620278,
+   "value_bits": {
+    "0": 1.5257141417121585,
+    "128": 1.964383638746677,
+    "256": 1.9699953584586538,
+    "512": 2.136433389163284,
+    "w": null
+   },
+   "value_n": {
+    "0": 24900,
+    "128": 18846,
+    "256": 24876,
+    "512": 30912,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.19703800315952943,
+    "128": 0.34469588060637296,
+    "256": 0.39393456660080844,
+    "512": 0.5001997287853712,
+    "w": null
+   }
+  },
+  {
+   "step": 5601,
+   "loss": 1.1098097562789917,
+   "ema": 1.162290842330126,
+   "lr": 0.0008874326026698414,
+   "value_bits": {
+    "0": 1.4995198138911914,
+    "128": 1.9369193199604295,
+    "256": 1.942039117397268,
+    "512": 2.107501515563062,
+    "w": null
+   },
+   "value_n": {
+    "0": 25386,
+    "128": 19170,
+    "256": 25320,
+    "512": 31488,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.15746474652066048,
+    "128": 0.3394114438937037,
+    "256": 0.3757340438769203,
+    "512": 0.5548242990178375,
+    "w": null
+   }
+  },
+  {
+   "step": 5701,
+   "loss": 1.171785593032837,
+   "ema": 1.159883753436284,
+   "lr": 0.0008834900675059781,
+   "value_bits": {
+    "0": 1.4800055934845462,
+    "128": 1.907819771513339,
+    "256": 1.9109747192458606,
+    "512": 2.081251331140847,
+    "w": null
+   },
+   "value_n": {
+    "0": 25758,
+    "128": 19554,
+    "256": 25830,
+    "512": 32022,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.14831742347622182,
+    "128": 0.4551157513812295,
+    "256": 0.3687187169053936,
+    "512": 0.5333752879073211,
+    "w": null
+   }
+  },
+  {
+   "step": 5801,
+   "loss": 1.1791670322418213,
+   "ema": 1.159711173616499,
+   "lr": 0.0008794899113682835,
+   "value_bits": {
+    "0": 1.4513281241812315,
+    "128": 1.8826813914832454,
+    "256": 1.8842427627001115,
+    "512": 2.0545915802245736,
+    "w": null
+   },
+   "value_n": {
+    "0": 26310,
+    "128": 19866,
+    "256": 26280,
+    "512": 32568,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.11315012723415285,
+    "128": 0.30718176613566317,
+    "256": 0.3498284569741284,
+    "512": 0.49104113362949114,
+    "w": null
+   }
+  },
+  {
+   "step": 5901,
+   "loss": 1.1447181701660156,
+   "ema": 1.1532613411131172,
+   "lr": 0.0008754328254104519,
+   "value_bits": {
+    "0": 1.4290411918885773,
+    "128": 1.8518299345575722,
+    "256": 1.8592041194444184,
+    "512": 2.024239962032928,
+    "w": null
+   },
+   "value_n": {
+    "0": 26748,
+    "128": 20244,
+    "256": 26718,
+    "512": 33180,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.09029875211751467,
+    "128": 0.23041447613050897,
+    "256": 0.356885524102823,
+    "512": 0.409057770422621,
+    "w": null
+   }
+  },
+  {
+   "step": 6001,
+   "loss": 1.1688392162322998,
+   "ema": 1.15671493768811,
+   "lr": 0.0008713195106226073,
+   "value_bits": {
+    "0": 1.4102755932969981,
+    "128": 1.8256711840415032,
+    "256": 1.835248967933717,
+    "512": 1.9974292662466322,
+    "w": null
+   },
+   "value_n": {
+    "0": 27138,
+    "128": 20598,
+    "256": 27144,
+    "512": 33792,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.12324423143145555,
+    "128": 0.32974534944461914,
+    "256": 0.3328223527625293,
+    "512": 0.5438689946954937,
+    "w": null
+   }
+  },
+  {
+   "step": 6101,
+   "loss": 1.186583161354065,
+   "ema": 1.1549450503553376,
+   "lr": 0.0008671506777101854,
+   "value_bits": {
+    "0": 1.3908824011013228,
+    "128": 1.804239282935514,
+    "256": 1.8119080188748011,
+    "512": 1.97534923542975,
+    "w": null
+   },
+   "value_n": {
+    "0": 27552,
+    "128": 20898,
+    "256": 27624,
+    "512": 34308,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.11964459963699003,
+    "128": 0.3327249529982947,
+    "256": 0.49197734959312794,
+    "512": 0.5293639614683189,
+    "w": null
+   }
+  },
+  {
+   "step": 6201,
+   "loss": 1.124478816986084,
+   "ema": 1.1485330754808325,
+   "lr": 0.0008629270469711369,
+   "value_bits": {
+    "0": 1.369049460202961,
+    "128": 1.783050009132682,
+    "256": 1.7882827668045203,
+    "512": 1.9510575070743121,
+    "w": null
+   },
+   "value_n": {
+    "0": 28026,
+    "128": 21174,
+    "256": 28086,
+    "512": 34884,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.0999752246931162,
+    "128": 0.17865347314869728,
+    "256": 0.3756767858749908,
+    "512": 0.5041814369035553,
+    "w": null
+   }
+  },
+  {
+   "step": 6301,
+   "loss": 1.1558183431625366,
+   "ema": 1.144956432042657,
+   "lr": 0.0008586493481714727,
+   "value_bits": {
+    "0": 1.3506246344165889,
+    "128": 1.7605039650689824,
+    "256": 1.7621765496996569,
+    "512": 1.9276134177977169,
+    "w": null
+   },
+   "value_n": {
+    "0": 28446,
+    "128": 21492,
+    "256": 28602,
+    "512": 35418,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.12116233087167223,
+    "128": 0.25927774807282716,
+    "256": 0.3412090814686674,
+    "512": 0.39610852954913484,
+    "w": null
+   }
+  },
+  {
+   "step": 6401,
+   "loss": 1.139129638671875,
+   "ema": 1.147931115649328,
+   "lr": 0.0008543183204191743,
+   "value_bits": {
+    "0": 1.3312661986555094,
+    "128": 1.736969212413139,
+    "256": 1.7412041817837267,
+    "512": 1.9022877945999848,
+    "w": null
+   },
+   "value_n": {
+    "0": 28914,
+    "128": 21822,
+    "256": 29034,
+    "512": 36030,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.1546207634852863,
+    "128": 0.20421495762711359,
+    "256": 0.3526586560165309,
+    "512": 0.4366294246371115,
+    "w": null
+   }
+  },
+  {
+   "step": 6501,
+   "loss": 1.190998911857605,
+   "ema": 1.1469578703840004,
+   "lr": 0.0008499347120364891,
+   "value_bits": {
+    "0": 1.3161332679483746,
+    "128": 1.705881654866689,
+    "256": 1.7202352596213646,
+    "512": 1.8802466984623671,
+    "w": null
+   },
+   "value_n": {
+    "0": 29274,
+    "128": 22278,
+    "256": 29502,
+    "512": 36534,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.10070671665366347,
+    "128": 0.2181784075451316,
+    "256": 0.4193555885486443,
+    "512": 0.3045707186243482,
+    "w": null
+   }
+  },
+  {
+   "step": 6601,
+   "loss": 1.1439640522003174,
+   "ema": 1.1431313654303412,
+   "lr": 0.0008454992804306338,
+   "value_bits": {
+    "0": 1.2949201487816382,
+    "128": 1.6844671947713117,
+    "256": 1.701726028002878,
+    "512": 1.8604477543082343,
+    "w": null
+   },
+   "value_n": {
+    "0": 29808,
+    "128": 22632,
+    "256": 29874,
+    "512": 37038,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.13201218906807158,
+    "128": 0.33680803656560343,
+    "256": 0.23382454625937912,
+    "512": 0.4252600048497153,
+    "w": null
+   }
+  },
+  {
+   "step": 6701,
+   "loss": 1.1447088718414307,
+   "ema": 1.1395790996939368,
+   "lr": 0.0008410127919629289,
+   "value_bits": {
+    "0": 1.2771321264971691,
+    "128": 1.6673773033750603,
+    "256": 1.681018373614173,
+    "512": 1.8412697843629493,
+    "w": null
+   },
+   "value_n": {
+    "0": 30252,
+    "128": 22908,
+    "256": 30348,
+    "512": 37530,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.08293084664255684,
+    "128": 0.2660062088824528,
+    "256": 0.3759119027108592,
+    "512": 0.3975428517746106,
+    "w": null
+   }
+  },
+  {
+   "step": 6801,
+   "loss": 1.129560112953186,
+   "ema": 1.1346082678479292,
+   "lr": 0.0008364760218163851,
+   "value_bits": {
+    "0": 1.2639774174237721,
+    "128": 1.6465137733335098,
+    "256": 1.6597793691279386,
+    "512": 1.8269054466721528,
+    "w": null
+   },
+   "value_n": {
+    "0": 30636,
+    "128": 23304,
+    "256": 30882,
+    "512": 38016,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.22763299323519637,
+    "128": 0.4395901718389608,
+    "256": 0.4527357209102425,
+    "512": 0.7176593694384354,
+    "w": null
+   }
+  },
+  {
+   "step": 6901,
+   "loss": 1.1942508220672607,
+   "ema": 1.136983052561002,
+   "lr": 0.0008318897538617664,
+   "value_bits": {
+    "0": 1.2519858865295068,
+    "128": 1.6296836607500997,
+    "256": 1.6343506347088799,
+    "512": 1.8078845169961109,
+    "w": null
+   },
+   "value_n": {
+    "0": 30984,
+    "128": 23598,
+    "256": 31464,
+    "512": 38538,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.19631766676884693,
+    "128": 0.29563963475082944,
+    "256": 0.28505479909139875,
+    "512": 0.42263612127884254,
+    "w": null
+   }
+  },
+  {
+   "step": 7001,
+   "loss": 1.2174782752990723,
+   "ema": 1.140629493407232,
+   "lr": 0.0008272547805221505,
+   "value_bits": {
+    "0": 1.2354699385048062,
+    "128": 1.6122368567542171,
+    "256": 1.6129501355932525,
+    "512": 1.791344036664796,
+    "w": null
+   },
+   "value_n": {
+    "0": 31440,
+    "128": 23898,
+    "256": 31974,
+    "512": 39030,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.11325473324752003,
+    "128": 0.23987125443808716,
+    "256": 0.29266522544797596,
+    "512": 0.4957403151033717,
+    "w": null
+   }
+  },
+  {
+   "step": 7101,
+   "loss": 1.113158941268921,
+   "ema": 1.1320456590578358,
+   "lr": 0.0008225719026360139,
+   "value_bits": {
+    "0": 1.2195857263925862,
+    "128": 1.592275643462065,
+    "256": 1.592522662258264,
+    "512": 1.77480441568876,
+    "w": null
+   },
+   "value_n": {
+    "0": 31896,
+    "128": 24252,
+    "256": 32460,
+    "512": 39528,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.12441110181319864,
+    "128": 0.24472458341729,
+    "256": 0.2485966696390628,
+    "512": 0.47853653075968855,
+    "w": null
+   }
+  },
+  {
+   "step": 7201,
+   "loss": 1.1306350231170654,
+   "ema": 1.13300226402622,
+   "lr": 0.0008178419293188608,
+   "value_bits": {
+    "0": 1.2061165284169844,
+    "128": 1.569913315003379,
+    "256": 1.5792347507717184,
+    "512": 1.751689676525913,
+    "w": null
+   },
+   "value_n": {
+    "0": 32286,
+    "128": 24654,
+    "256": 32796,
+    "512": 40176,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.10454335244316525,
+    "128": 0.22083075336146057,
+    "256": 0.2955275875179461,
+    "512": 0.3416905875922192,
+    "w": null
+   }
+  },
+  {
+   "step": 7301,
+   "loss": 1.1486303806304932,
+   "ema": 1.1312196143699995,
+   "lr": 0.000813065677823423,
+   "value_bits": {
+    "0": 1.1919855756531714,
+    "128": 1.5472432265856266,
+    "256": 1.561924674510189,
+    "512": 1.7339596029269415,
+    "w": null
+   },
+   "value_n": {
+    "0": 32706,
+    "128": 25062,
+    "256": 33210,
+    "512": 40728,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.10571904962348634,
+    "128": 0.17736979557763197,
+    "256": 0.19066558979249687,
+    "512": 0.4435185940279172,
+    "w": null
+   }
+  },
+  {
+   "step": 7401,
+   "loss": 1.1768105030059814,
+   "ema": 1.13046355848239,
+   "lr": 0.0008082439733984537,
+   "value_bits": {
+    "0": 1.177935416622226,
+    "128": 1.5275987945939156,
+    "256": 1.5436907190421043,
+    "512": 1.7149905208692722,
+    "w": null
+   },
+   "value_n": {
+    "0": 33132,
+    "128": 25428,
+    "256": 33684,
+    "512": 41286,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.09923940426049543,
+    "128": 0.18243826296477553,
+    "256": 0.2661597884617634,
+    "512": 0.33045149928367484,
+    "w": null
+   }
+  },
+  {
+   "step": 7501,
+   "loss": 1.1449394226074219,
+   "ema": 1.1256381787284657,
+   "lr": 0.0008033776491461398,
+   "value_bits": {
+    "0": 1.1631107092282247,
+    "128": 1.5113766174800844,
+    "256": 1.52606046696063,
+    "512": 1.700135695161599,
+    "w": null
+   },
+   "value_n": {
+    "0": 33594,
+    "128": 25740,
+    "256": 34164,
+    "512": 41730,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.0999674075441151,
+    "128": 0.18926918270283452,
+    "256": 0.2888575271431545,
+    "512": 0.31883764523595093,
+    "w": null
+   }
+  },
+  {
+   "step": 7601,
+   "loss": 1.1830003261566162,
+   "ema": 1.1276995036083592,
+   "lr": 0.0007984675458781569,
+   "value_bits": {
+    "0": 1.1491288533097508,
+    "128": 1.49386737024481,
+    "256": 1.5108355618715799,
+    "512": 1.6840023409108278,
+    "w": null
+   },
+   "value_n": {
+    "0": 34056,
+    "128": 26106,
+    "256": 34614,
+    "512": 42264,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.1324481872378778,
+    "128": 0.26247932697715537,
+    "256": 0.3549607675108845,
+    "512": 0.42324415198817766,
+    "w": null
+   }
+  },
+  {
+   "step": 7701,
+   "loss": 1.1037349700927734,
+   "ema": 1.1311561495975235,
+   "lr": 0.0007935145119703917,
+   "value_bits": {
+    "0": 1.1339167950513822,
+    "128": 1.4727874997220085,
+    "256": 1.4971635249976643,
+    "512": 1.668393638146208,
+    "w": null
+   },
+   "value_n": {
+    "0": 34536,
+    "128": 26538,
+    "256": 34998,
+    "512": 42768,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.054621261620123755,
+    "128": 0.19891921298992976,
+    "256": 0.26475757615989565,
+    "512": 0.3594924205988228,
+    "w": null
+   }
+  },
+  {
+   "step": 7801,
+   "loss": 1.061087727546692,
+   "ema": 1.1245206120032887,
+   "lr": 0.0007885194032163599,
+   "value_bits": {
+    "0": 1.12145295443977,
+    "128": 1.4558079915252338,
+    "256": 1.4811170418928201,
+    "512": 1.6497396280723364,
+    "w": null
+   },
+   "value_n": {
+    "0": 34956,
+    "128": 26892,
+    "256": 35448,
+    "512": 43374,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.09656914643346955,
+    "128": 0.18292045331618664,
+    "256": 0.23312856255207187,
+    "512": 0.333246719096513,
+    "w": null
+   }
+  },
+  {
+   "step": 7901,
+   "loss": 1.1225706338882446,
+   "ema": 1.1264092560060603,
+   "lr": 0.0007834830826793395,
+   "value_bits": {
+    "0": 1.1089390190177073,
+    "128": 1.439923773379453,
+    "256": 1.466460006979991,
+    "512": 1.63280919226971,
+    "w": null
+   },
+   "value_n": {
+    "0": 35376,
+    "128": 27258,
+    "256": 35892,
+    "512": 43938,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.06742205089004703,
+    "128": 0.27282433519273713,
+    "256": 0.2962740304259988,
+    "512": 0.33078663464009395,
+    "w": null
+   }
+  },
+  {
+   "step": 8001,
+   "loss": 1.0984556674957275,
+   "ema": 1.1210819154879395,
+   "lr": 0.000778406420543249,
+   "value_bits": {
+    "0": 1.0969915858839177,
+    "128": 1.4260121770230527,
+    "256": 1.4519143300971775,
+    "512": 1.6155625378130996,
+    "w": null
+   },
+   "value_n": {
+    "0": 35802,
+    "128": 27558,
+    "256": 36318,
+    "512": 44550,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.10484981466104852,
+    "128": 0.1620045320805104,
+    "256": 0.22638983554801703,
+    "512": 0.3773541987370282,
+    "w": null
+   }
+  },
+  {
+   "step": 8101,
+   "loss": 1.105867624282837,
+   "ema": 1.1212136309695626,
+   "lr": 0.000773290293962297,
+   "value_bits": {
+    "0": 1.0851278141497702,
+    "128": 1.4090378987255836,
+    "256": 1.4349286821287426,
+    "512": 1.600220394365956,
+    "w": null
+   },
+   "value_n": {
+    "0": 36234,
+    "128": 27960,
+    "256": 36798,
+    "512": 45072,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.10191773168230119,
+    "128": 0.24541311931848891,
+    "256": 0.14975209271703688,
+    "512": 0.29084780706663876,
+    "w": null
+   }
+  },
+  {
+   "step": 8201,
+   "loss": 1.0702176094055176,
+   "ema": 1.1172609665528088,
+   "lr": 0.0007681355869094244,
+   "value_bits": {
+    "0": 1.0738317706642035,
+    "128": 1.3927266942675423,
+    "256": 1.42047452620392,
+    "512": 1.5824936754158159,
+    "w": null
+   },
+   "value_n": {
+    "0": 36636,
+    "128": 28326,
+    "256": 37224,
+    "512": 45696,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.05567047798752632,
+    "128": 0.14665763239092922,
+    "256": 0.17192046582453813,
+    "512": 0.30207912970953754,
+    "w": null
+   }
+  },
+  {
+   "step": 8301,
+   "loss": 1.1114968061447144,
+   "ema": 1.1222867309291478,
+   "lr": 0.0007629431900235712,
+   "value_bits": {
+    "0": 1.0630394854993717,
+    "128": 1.3779920164790027,
+    "256": 1.4055125479605792,
+    "512": 1.5676650931173648,
+    "w": null
+   },
+   "value_n": {
+    "0": 37026,
+    "128": 28686,
+    "256": 37674,
+    "512": 46278,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.049228820630699256,
+    "128": 0.21861845248410536,
+    "256": 0.1678577076714364,
+    "512": 0.4033920747152534,
+    "w": null
+   }
+  },
+  {
+   "step": 8401,
+   "loss": 1.1011419296264648,
+   "ema": 1.119459442045664,
+   "lr": 0.00075771400045579,
+   "value_bits": {
+    "0": 1.0502575307452726,
+    "128": 1.3640291407051826,
+    "256": 1.3901997541685993,
+    "512": 1.5534031788930862,
+    "w": null
+   },
+   "value_n": {
+    "0": 37512,
+    "128": 29022,
+    "256": 38166,
+    "512": 46806,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.07646194077557968,
+    "128": 0.17194862151527576,
+    "256": 0.21765058075589022,
+    "512": 0.3033788105764909,
+    "w": null
+   }
+  },
+  {
+   "step": 8501,
+   "loss": 1.1140906810760498,
+   "ema": 1.1175543469332192,
+   "lr": 0.0007524489217142347,
+   "value_bits": {
+    "0": 1.0393991659163382,
+    "128": 1.3490133524276173,
+    "256": 1.3736900433917936,
+    "512": 1.5384449806767875,
+    "w": null
+   },
+   "value_n": {
+    "0": 37938,
+    "128": 29394,
+    "256": 38700,
+    "512": 47370,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.08325132210649998,
+    "128": 0.17753967664402212,
+    "256": 0.1937094787708661,
+    "512": 0.2970736584922568,
+    "w": null
+   }
+  },
+  {
+   "step": 8601,
+   "loss": 1.1269376277923584,
+   "ema": 1.1116903430154748,
+   "lr": 0.0007471488635080511,
+   "value_bits": {
+    "0": 1.0287733035636333,
+    "128": 1.3358143941170784,
+    "256": 1.3571277746712531,
+    "512": 1.5225390617793328,
+    "w": null
+   },
+   "value_n": {
+    "0": 38358,
+    "128": 29724,
+    "256": 39216,
+    "512": 47964,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.06895433704717832,
+    "128": 0.160147180238346,
+    "256": 0.11495762063073059,
+    "512": 0.254082196169191,
+    "w": null
+   }
+  },
+  {
+   "step": 8701,
+   "loss": 1.1064730882644653,
+   "ema": 1.1143464508162337,
+   "lr": 0.0007418147415901951,
+   "value_bits": {
+    "0": 1.0192045540937826,
+    "128": 1.3207437336836356,
+    "256": 1.340309093023122,
+    "512": 1.509654870051547,
+    "w": null
+   },
+   "value_n": {
+    "0": 38754,
+    "128": 30108,
+    "256": 39786,
+    "512": 48492,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.09234068499143289,
+    "128": 0.15418042450745317,
+    "256": 0.18318379563170067,
+    "512": 0.3392431805979162,
+    "w": null
+   }
+  },
+  {
+   "step": 8801,
+   "loss": 1.0940200090408325,
+   "ema": 1.1134488043712256,
+   "lr": 0.0007364474775992087,
+   "value_bits": {
+    "0": 1.0087314526122082,
+    "128": 1.3103189370956998,
+    "256": 1.326470019532254,
+    "512": 1.4927770892463124,
+    "w": null
+   },
+   "value_n": {
+    "0": 39174,
+    "128": 30384,
+    "256": 40296,
+    "512": 49122,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.0423634173337925,
+    "128": 0.17310960495957345,
+    "256": 0.24685947461524793,
+    "512": 0.19367018955195786,
+    "w": null
+   }
+  },
+  {
+   "step": 8901,
+   "loss": 1.092092752456665,
+   "ema": 1.1085797853924015,
+   "lr": 0.0007310479988999762,
+   "value_bits": {
+    "0": 0.9982015644696571,
+    "128": 1.2942452666006115,
+    "256": 1.3158996813772235,
+    "512": 1.4797701460632668,
+    "w": null
+   },
+   "value_n": {
+    "0": 39618,
+    "128": 30804,
+    "256": 40668,
+    "512": 49650,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.06915237956807496,
+    "128": 0.13143001821307512,
+    "256": 0.17089337413230848,
+    "512": 0.2696810115224351,
+    "w": null
+   }
+  },
+  {
+   "step": 9001,
+   "loss": 1.0646284818649292,
+   "ema": 1.1068762619825665,
+   "lr": 0.0007256172384234937,
+   "value_bits": {
+    "0": 0.9878929071706242,
+    "128": 1.281260621301576,
+    "256": 1.3033033493463284,
+    "512": 1.4667696499484437,
+    "w": null
+   },
+   "value_n": {
+    "0": 40074,
+    "128": 31170,
+    "256": 41130,
+    "512": 50160,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.09226048420332723,
+    "128": 0.1884217858057161,
+    "256": 0.19449895317220856,
+    "512": 0.20113311641711404,
+    "w": null
+   }
+  },
+  {
+   "step": 9101,
+   "loss": 1.1746180057525635,
+   "ema": 1.1100807746547914,
+   "lr": 0.000720156134505675,
+   "value_bits": {
+    "0": 0.9763187756263486,
+    "128": 1.2693551530422478,
+    "256": 1.2904038422490285,
+    "512": 1.453593604461507,
+    "w": null
+   },
+   "value_n": {
+    "0": 40566,
+    "128": 31518,
+    "256": 41586,
+    "512": 50682,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.03359164655053984,
+    "128": 0.20299467705585453,
+    "256": 0.12690224814389078,
+    "512": 0.18748164732598946,
+    "w": null
+   }
+  },
+  {
+   "step": 9201,
+   "loss": 1.1298314332962036,
+   "ema": 1.1117751510988687,
+   "lr": 0.0007146656307252252,
+   "value_bits": {
+    "0": 0.9661334784585556,
+    "128": 1.2568576018627153,
+    "256": 1.2784049696100903,
+    "512": 1.4411919275232061,
+    "w": null
+   },
+   "value_n": {
+    "0": 41034,
+    "128": 31866,
+    "256": 42030,
+    "512": 51246,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.08327714318357528,
+    "128": 0.12496732003367783,
+    "256": 0.1545646147387262,
+    "512": 0.326756128610165,
+    "w": null
+   }
+  },
+  {
+   "step": 9301,
+   "loss": 1.057529091835022,
+   "ema": 1.1055640803346196,
+   "lr": 0.0007091466757406063,
+   "value_bits": {
+    "0": 0.9572194623104686,
+    "128": 1.2453549800829489,
+    "256": 1.267531765178069,
+    "512": 1.4285240116078524,
+    "w": null
+   },
+   "value_n": {
+    "0": 41460,
+    "128": 32190,
+    "256": 42456,
+    "512": 51780,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.09858627306023507,
+    "128": 0.11405082689147066,
+    "256": 0.19475997579345056,
+    "512": 0.21283109213553225,
+    "w": null
+   }
+  },
+  {
+   "step": 9401,
+   "loss": 1.1127426624298096,
+   "ema": 1.1113621492622803,
+   "lr": 0.0007036002231261277,
+   "value_bits": {
+    "0": 0.9467249946904633,
+    "128": 1.2328711917552988,
+    "256": 1.2562469100535947,
+    "512": 1.4162236266393737,
+    "w": null
+   },
+   "value_n": {
+    "0": 41958,
+    "128": 32562,
+    "256": 42888,
+    "512": 52326,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.07302895548279459,
+    "128": 0.15262079856429994,
+    "256": 0.14719642587606072,
+    "512": 0.24971459061770815,
+    "w": null
+   }
+  },
+  {
+   "step": 9501,
+   "loss": 1.0891467332839966,
+   "ema": 1.1017052546736024,
+   "lr": 0.0006980272312071852,
+   "value_bits": {
+    "0": 0.9368882458316664,
+    "128": 1.222367713771593,
+    "256": 1.2457596738359902,
+    "512": 1.4033873628423899,
+    "w": null
+   },
+   "value_n": {
+    "0": 42432,
+    "128": 32886,
+    "256": 43320,
+    "512": 52902,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.06614919811561888,
+    "128": 0.16676817640916003,
+    "256": 0.20461016712158972,
+    "512": 0.2372930235351489,
+    "w": null
+   }
+  },
+  {
+   "step": 9601,
+   "loss": 1.1242074966430664,
+   "ema": 1.1002375103735387,
+   "lr": 0.0006924286628946804,
+   "value_bits": {
+    "0": 0.9290724794491545,
+    "128": 1.2116566756265899,
+    "256": 1.2338511320841612,
+    "512": 1.3899390608164417,
+    "w": null
+   },
+   "value_n": {
+    "0": 42822,
+    "128": 33216,
+    "256": 43794,
+    "512": 53508,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.07871709703186894,
+    "128": 0.14425303793998934,
+    "256": 0.14550086058791006,
+    "512": 0.21594223940271948,
+    "w": null
+   }
+  },
+  {
+   "step": 9701,
+   "loss": 1.1016197204589844,
+   "ema": 1.1018911714191846,
+   "lr": 0.0006868054855186466,
+   "value_bits": {
+    "0": 0.9201001914946395,
+    "128": 1.200933800265175,
+    "256": 1.2219992744887418,
+    "512": 1.3777695025727899,
+    "w": null
+   },
+   "value_n": {
+    "0": 43260,
+    "128": 33552,
+    "256": 44280,
+    "512": 54066,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.04290540887309425,
+    "128": 0.1409009788224633,
+    "256": 0.15401521783483266,
+    "512": 0.2108004658320737,
+    "w": null
+   }
+  },
+  {
+   "step": 9801,
+   "loss": 1.1048624515533447,
+   "ema": 1.0978573102492655,
+   "lr": 0.0006811586706611131,
+   "value_bits": {
+    "0": 0.9118211843888254,
+    "128": 1.1926462556471453,
+    "256": 1.2114014554431447,
+    "512": 1.3647458351921806,
+    "w": null
+   },
+   "value_n": {
+    "0": 43692,
+    "128": 33834,
+    "256": 44706,
+    "512": 54666,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.08277061170937478,
+    "128": 0.20660477683816944,
+    "256": 0.10982533492894964,
+    "512": 0.19118316752547374,
+    "w": null
+   }
+  },
+  {
+   "step": 9901,
+   "loss": 1.0993732213974,
+   "ema": 1.0947757019362225,
+   "lr": 0.0006754891939882325,
+   "value_bits": {
+    "0": 0.902885176402065,
+    "128": 1.1822919926926452,
+    "256": 1.2009247110125796,
+    "512": 1.3526945526006644,
+    "w": null
+   },
+   "value_n": {
+    "0": 44160,
+    "128": 34158,
+    "256": 45150,
+    "512": 55260,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.06862863589451718,
+    "128": 0.10103849638845024,
+    "256": 0.14602980895663728,
+    "512": 0.24361136379960943,
+    "w": null
+   }
+  },
+  {
+   "step": 10001,
+   "loss": 1.1413869857788086,
+   "ema": 1.0990216316689148,
+   "lr": 0.0006697980350817039,
+   "value_bits": {
+    "0": 0.893929602443351,
+    "128": 1.1724958341709655,
+    "256": 1.1898309652775068,
+    "512": 1.3420640522405871,
+    "w": null
+   },
+   "value_n": {
+    "0": 44646,
+    "128": 34488,
+    "256": 45624,
+    "512": 55776,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.08018856125648022,
+    "128": 0.15850437119056912,
+    "256": 0.13311657722152848,
+    "512": 0.20361162995790089,
+    "w": null
+   }
+  },
+  {
+   "step": 10101,
+   "loss": 1.0948500633239746,
+   "ema": 1.0991178854360013,
+   "lr": 0.0006640861772695196,
+   "value_bits": {
+    "0": 0.8867527126787064,
+    "128": 1.1600640492717422,
+    "256": 1.1797043084512087,
+    "512": 1.3317558845049786,
+    "w": null
+   },
+   "value_n": {
+    "0": 45054,
+    "128": 34908,
+    "256": 46080,
+    "512": 56298,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.10141099593282354,
+    "128": 0.13923691211837574,
+    "256": 0.16650564388316103,
+    "512": 0.23032223772088073,
+    "w": null
+   }
+  },
+  {
+   "step": 10201,
+   "loss": 1.0731290578842163,
+   "ema": 1.0949079514031574,
+   "lr": 0.000658354607456063,
+   "value_bits": {
+    "0": 0.8778924456096662,
+    "128": 1.1480514437120384,
+    "256": 1.1694958036917151,
+    "512": 1.3213711506124974,
+    "w": null
+   },
+   "value_n": {
+    "0": 45534,
+    "128": 35340,
+    "256": 46524,
+    "512": 56838,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.04624562784188197,
+    "128": 0.17736617779040875,
+    "256": 0.11001855297672132,
+    "512": 0.23870494935526887,
+    "w": null
+   }
+  },
+  {
+   "step": 10301,
+   "loss": 1.097687005996704,
+   "ema": 1.0936468713552163,
+   "lr": 0.0006526043159515904,
+   "value_bits": {
+    "0": 0.8702626564058427,
+    "128": 1.1386758368958356,
+    "256": 1.158899034608115,
+    "512": 1.3110718952928955,
+    "w": null
+   },
+   "value_n": {
+    "0": 45960,
+    "128": 35676,
+    "256": 47016,
+    "512": 57372,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.05473490615490989,
+    "128": 0.15256290569164674,
+    "256": 0.1568582117515553,
+    "512": 0.2148376745896385,
+    "w": null
+   }
+  },
+  {
+   "step": 10401,
+   "loss": 1.0593851804733276,
+   "ema": 1.0877126822008296,
+   "lr": 0.0006468362963011235,
+   "value_bits": {
+    "0": 0.8641360028533785,
+    "128": 1.1272467786850413,
+    "256": 1.1495588898214855,
+    "512": 1.2985384875726858,
+    "w": null
+   },
+   "value_n": {
+    "0": 46308,
+    "128": 36072,
+    "256": 47448,
+    "512": 58026,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.05499520609690072,
+    "128": 0.09759253442167508,
+    "256": 0.1330397988766699,
+    "512": 0.19904816995208302,
+    "w": null
+   }
+  },
+  {
+   "step": 10501,
+   "loss": 1.0782800912857056,
+   "ema": 1.0947450525323872,
+   "lr": 0.0006410515451127826,
+   "value_bits": {
+    "0": 0.8556309808186936,
+    "128": 1.1177280123197708,
+    "256": 1.139570725276069,
+    "512": 1.287482126317523,
+    "w": null
+   },
+   "value_n": {
+    "0": 46794,
+    "128": 36426,
+    "256": 47928,
+    "512": 58608,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.04523888126686797,
+    "128": 0.14778185320101883,
+    "256": 0.15224065996165223,
+    "512": 0.18515151086721662,
+    "w": null
+   }
+  },
+  {
+   "step": 10601,
+   "loss": 1.1096196174621582,
+   "ema": 1.0898228195384452,
+   "lr": 0.0006352510618855914,
+   "value_bits": {
+    "0": 0.847527123473133,
+    "128": 1.1089041901369654,
+    "256": 1.1302596678467602,
+    "512": 1.279780132790683,
+    "w": null
+   },
+   "value_n": {
+    "0": 47280,
+    "128": 36756,
+    "256": 48366,
+    "512": 59040,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.06725572300365353,
+    "128": 0.13491465428583402,
+    "256": 0.11140039736294327,
+    "512": 0.23487634431609045,
+    "w": null
+   }
+  },
+  {
+   "step": 10701,
+   "loss": 1.1429492235183716,
+   "ema": 1.0881967155956147,
+   "lr": 0.000629435848836781,
+   "value_bits": {
+    "0": 0.8403891589533533,
+    "128": 1.1008442033431665,
+    "256": 1.121757501205246,
+    "512": 1.2688109925397233,
+    "w": null
+   },
+   "value_n": {
+    "0": 47718,
+    "128": 37074,
+    "256": 48792,
+    "512": 59628,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.06988011216071006,
+    "128": 0.16923139015802918,
+    "256": 0.15646221532854496,
+    "512": 0.16741976734129954,
+    "w": null
+   }
+  },
+  {
+   "step": 10801,
+   "loss": 1.087136149406433,
+   "ema": 1.0840132391254655,
+   "lr": 0.0006236069107286272,
+   "value_bits": {
+    "0": 0.832642599470826,
+    "128": 1.0910945023457959,
+    "256": 1.1130155256469345,
+    "512": 1.2601518306836663,
+    "w": null
+   },
+   "value_n": {
+    "0": 48192,
+    "128": 37482,
+    "256": 49218,
+    "512": 60114,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.05278959232474802,
+    "128": 0.20516211318766414,
+    "256": 0.11175150817947055,
+    "512": 0.1977475032084363,
+    "w": null
+   }
+  },
+  {
+   "step": 10901,
+   "loss": 1.103081464767456,
+   "ema": 1.08346287686261,
+   "lr": 0.0006177652546948433,
+   "value_bits": {
+    "0": 0.825754263396918,
+    "128": 1.0825401438874847,
+    "256": 1.1040920412140764,
+    "512": 1.2496299650813707,
+    "w": null
+   },
+   "value_n": {
+    "0": 48624,
+    "128": 37812,
+    "256": 49656,
+    "512": 60690,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.05732210581874145,
+    "128": 0.11092055681348266,
+    "256": 0.10136131788894351,
+    "512": 0.1515198456084474,
+    "w": null
+   }
+  },
+  {
+   "step": 11001,
+   "loss": 1.0813785791397095,
+   "ema": 1.0819239587271883,
+   "lr": 0.0006119118900665676,
+   "value_bits": {
+    "0": 0.819335284729807,
+    "128": 1.072796183190786,
+    "256": 1.0963339018802831,
+    "512": 1.2383921780359881,
+    "w": null
+   },
+   "value_n": {
+    "0": 49026,
+    "128": 38190,
+    "256": 50064,
+    "512": 61332,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.04292628296459909,
+    "128": 0.09809078143531473,
+    "256": 0.15212270884390336,
+    "512": 0.17605371108229695,
+    "w": null
+   }
+  },
+  {
+   "step": 11101,
+   "loss": 1.1029601097106934,
+   "ema": 1.0844654498247273,
+   "lr": 0.0006060478281979693,
+   "value_bits": {
+    "0": 0.8127256867762722,
+    "128": 1.0630732217801486,
+    "256": 1.0861672385713474,
+    "512": 1.228885875885711,
+    "w": null
+   },
+   "value_n": {
+    "0": 49458,
+    "128": 38562,
+    "256": 50580,
+    "512": 61878,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.06262811902165927,
+    "128": 0.06490145760746412,
+    "256": 0.09976446357414112,
+    "512": 0.16104608929085526,
+    "w": null
+   }
+  },
+  {
+   "step": 11201,
+   "loss": 1.0513269901275635,
+   "ema": 1.0853314206963496,
+   "lr": 0.000600174082291504,
+   "value_bits": {
+    "0": 0.8065827287486182,
+    "128": 1.053622466375506,
+    "256": 1.077274450732226,
+    "512": 1.2189024962988326,
+    "w": null
+   },
+   "value_n": {
+    "0": 49866,
+    "128": 38946,
+    "256": 51066,
+    "512": 62460,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.061929743131679496,
+    "128": 0.10455988847492059,
+    "256": 0.15176579043848318,
+    "512": 0.15747369547948262,
+    "w": null
+   }
+  },
+  {
+   "step": 11301,
+   "loss": 1.0608720779418945,
+   "ema": 1.07845685548567,
+   "lr": 0.0005942916672228525,
+   "value_bits": {
+    "0": 0.7999951076840992,
+    "128": 1.0460638176062442,
+    "256": 1.066876230213346,
+    "512": 1.2104735785475638,
+    "w": null
+   },
+   "value_n": {
+    "0": 50298,
+    "128": 39246,
+    "256": 51618,
+    "512": 62994,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.0395823484171918,
+    "128": 0.06480003438066155,
+    "256": 0.10492780808087664,
+    "512": 0.22457432247219178,
+    "w": null
+   }
+  },
+  {
+   "step": 11401,
+   "loss": 1.0712569952011108,
+   "ema": 1.0821175945325558,
+   "lr": 0.0005884015993655677,
+   "value_bits": {
+    "0": 0.793989796874329,
+    "128": 1.0400901531598117,
+    "256": 1.0589110883799087,
+    "512": 1.200068754387827,
+    "w": null
+   },
+   "value_n": {
+    "0": 50712,
+    "128": 39504,
+    "256": 52044,
+    "512": 63618,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.06438805023225279,
+    "128": 0.13139854515711252,
+    "256": 0.09378270537903473,
+    "512": 0.14968174618515653,
+    "w": null
+   }
+  },
+  {
+   "step": 11501,
+   "loss": 1.0393078327178955,
+   "ema": 1.0752316857165076,
+   "lr": 0.0005825048964154636,
+   "value_bits": {
+    "0": 0.7874570031212312,
+    "128": 1.0332080629805858,
+    "256": 1.0501545213284063,
+    "512": 1.1907233569897382,
+    "w": null
+   },
+   "value_n": {
+    "0": 51162,
+    "128": 39798,
+    "256": 52530,
+    "512": 64182,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.05125469910545376,
+    "128": 0.10847986420459037,
+    "256": 0.11244510645517956,
+    "512": 0.13658241430957313,
+    "w": null
+   }
+  },
+  {
+   "step": 11601,
+   "loss": 1.1002068519592285,
+   "ema": 1.080290174968547,
+   "lr": 0.0005766025772147777,
+   "value_bits": {
+    "0": 0.7805264157671694,
+    "128": 1.0248276620776324,
+    "256": 1.0418933348460524,
+    "512": 1.1816929622811725,
+    "w": null
+   },
+   "value_n": {
+    "0": 51648,
+    "128": 40152,
+    "256": 52986,
+    "512": 64746,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.05093236184020164,
+    "128": 0.08267174361512226,
+    "256": 0.09022639204330173,
+    "512": 0.15405325805216777,
+    "w": null
+   }
+  },
+  {
+   "step": 11701,
+   "loss": 1.0319831371307373,
+   "ema": 1.0745725178530827,
+   "lr": 0.0005706956615761318,
+   "value_bits": {
+    "0": 0.7740383628043588,
+    "128": 1.017082497623726,
+    "256": 1.034491672837131,
+    "512": 1.1720177446272735,
+    "w": null
+   },
+   "value_n": {
+    "0": 52092,
+    "128": 40482,
+    "256": 53412,
+    "512": 65388,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.019319985724984515,
+    "128": 0.07470721534113613,
+    "256": 0.11387086719227277,
+    "512": 0.19626752310181386,
+    "w": null
+   }
+  },
+  {
+   "step": 11801,
+   "loss": 1.1433255672454834,
+   "ema": 1.0803420558357613,
+   "lr": 0.0005647851701063285,
+   "value_bits": {
+    "0": 0.7678287351333688,
+    "128": 1.0102952959435145,
+    "256": 1.0265610096707167,
+    "512": 1.163388334021983,
+    "w": null
+   },
+   "value_n": {
+    "0": 52530,
+    "128": 40782,
+    "256": 53892,
+    "512": 65940,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.02930835924931611,
+    "128": 0.09443030121577052,
+    "256": 0.14407646582798359,
+    "512": 0.14117836906053666,
+    "w": null
+   }
+  },
+  {
+   "step": 11901,
+   "loss": 1.0856740474700928,
+   "ema": 1.0782755651864717,
+   "lr": 0.0005588721240300081,
+   "value_bits": {
+    "0": 0.7613660272975281,
+    "128": 1.003577188737152,
+    "256": 1.0189987821240336,
+    "512": 1.153530921449215,
+    "w": null
+   },
+   "value_n": {
+    "0": 52992,
+    "128": 41070,
+    "256": 54336,
+    "512": 66588,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.026547753235393375,
+    "128": 0.05226521620289316,
+    "256": 0.10110786557932484,
+    "512": 0.15044791983141365,
+    "w": null
+   }
+  },
+  {
+   "step": 12001,
+   "loss": 1.0974172353744507,
+   "ema": 1.0782644747606112,
+   "lr": 0.0005529575450132004,
+   "value_bits": {
+    "0": 0.7561980520586787,
+    "128": 0.99622171855466,
+    "256": 1.010847342580982,
+    "512": 1.1444089419893835,
+    "w": null
+   },
+   "value_n": {
+    "0": 53388,
+    "128": 41406,
+    "256": 54840,
+    "512": 67218,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.06462900191446913,
+    "128": 0.0971468364268405,
+    "256": 0.13204452708247794,
+    "512": 0.18025915108261797,
+    "w": null
+   }
+  },
+  {
+   "step": 12101,
+   "loss": 1.0745923519134521,
+   "ema": 1.0716076522427076,
+   "lr": 0.0005470424549867996,
+   "value_bits": {
+    "0": 0.7503072362757892,
+    "128": 0.9874450308448279,
+    "256": 1.0046256070732433,
+    "512": 1.1361423384603795,
+    "w": null
+   },
+   "value_n": {
+    "0": 53838,
+    "128": 41796,
+    "256": 55212,
+    "512": 67758,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.05142085179376745,
+    "128": 0.05563084799017817,
+    "256": 0.08742137254529128,
+    "512": 0.10713390140002496,
+    "w": null
+   }
+  },
+  {
+   "step": 12201,
+   "loss": 1.0734401941299438,
+   "ema": 1.0772732572068782,
+   "lr": 0.0005411278759699919,
+   "value_bits": {
+    "0": 0.7435243660880217,
+    "128": 0.9814556919175393,
+    "256": 0.998166698621454,
+    "512": 1.1271872004072911,
+    "w": null
+   },
+   "value_n": {
+    "0": 54360,
+    "128": 42060,
+    "256": 55608,
+    "512": 68388,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.043953168446216224,
+    "128": 0.03323444265634985,
+    "256": 0.0976382808432023,
+    "512": 0.16404078104037267,
+    "w": null
+   }
+  },
+  {
+   "step": 12301,
+   "loss": 1.0486376285552979,
+   "ema": 1.0796201849471452,
+   "lr": 0.0005352148298936717,
+   "value_bits": {
+    "0": 0.7369901191571716,
+    "128": 0.9736626866842207,
+    "256": 0.9914429515458305,
+    "512": 1.1175047736823311,
+    "w": null
+   },
+   "value_n": {
+    "0": 54876,
+    "128": 42414,
+    "256": 56034,
+    "512": 69060,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.048614802953657194,
+    "128": 0.047747997098403765,
+    "256": 0.11375720651936806,
+    "512": 0.13214495394040776,
+    "w": null
+   }
+  },
+  {
+   "step": 12401,
+   "loss": 1.0373674631118774,
+   "ema": 1.074920310559664,
+   "lr": 0.0005293043384238682,
+   "value_bits": {
+    "0": 0.7318597012485869,
+    "128": 0.9662485284456749,
+    "256": 0.9849966507864993,
+    "512": 1.1106094681425769,
+    "w": null
+   },
+   "value_n": {
+    "0": 55290,
+    "128": 42792,
+    "256": 56460,
+    "512": 69576,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.051819089771555166,
+    "128": 0.1343329000602763,
+    "256": 0.13708111851335694,
+    "512": 0.18776101741502033,
+    "w": null
+   }
+  },
+  {
+   "step": 12501,
+   "loss": 1.0639421939849854,
+   "ema": 1.0691769887726565,
+   "lr": 0.0005233974227852223,
+   "value_bits": {
+    "0": 0.7264500762814089,
+    "128": 0.9586831335898479,
+    "256": 0.977730045541793,
+    "512": 1.1029511974363473,
+    "w": null
+   },
+   "value_n": {
+    "0": 55716,
+    "128": 43152,
+    "256": 56934,
+    "512": 70146,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.024341709062468103,
+    "128": 0.05940986506053081,
+    "256": 0.11217618031789744,
+    "512": 0.1681584910212087,
+    "w": null
+   }
+  },
+  {
+   "step": 12601,
+   "loss": 1.0299255847930908,
+   "ema": 1.0714363711266701,
+   "lr": 0.0005174951035845364,
+   "value_bits": {
+    "0": 0.7211029385112836,
+    "128": 0.9508610480307685,
+    "256": 0.9704982568312026,
+    "512": 1.0955755497093318,
+    "w": null
+   },
+   "value_n": {
+    "0": 56142,
+    "128": 43554,
+    "256": 57396,
+    "512": 70656,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.02175756761855545,
+    "128": 0.11121269965915503,
+    "256": 0.07929769741833412,
+    "512": 0.08112028410296884,
+    "w": null
+   }
+  },
+  {
+   "step": 12701,
+   "loss": 1.0612270832061768,
+   "ema": 1.0742031340063005,
+   "lr": 0.0005115984006344324,
+   "value_bits": {
+    "0": 0.7162118403821555,
+    "128": 0.9440877300245533,
+    "256": 0.9629363521133163,
+    "512": 1.0884606514001944,
+    "w": null
+   },
+   "value_n": {
+    "0": 56580,
+    "128": 43884,
+    "256": 57888,
+    "512": 71190,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.0892802623786892,
+    "128": 0.050132904440621844,
+    "256": 0.08077561392672006,
+    "512": 0.14705567962042973,
+    "w": null
+   }
+  },
+  {
+   "step": 12801,
+   "loss": 1.0849946737289429,
+   "ema": 1.0721670666554597,
+   "lr": 0.0005057083327771474,
+   "value_bits": {
+    "0": 0.7106377749820805,
+    "128": 0.9370796244139603,
+    "256": 0.9564329101888127,
+    "512": 1.0811785286563587,
+    "w": null
+   },
+   "value_n": {
+    "0": 57048,
+    "128": 44244,
+    "256": 58326,
+    "512": 71724,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.0367475605884044,
+    "128": 0.08279155048266128,
+    "256": 0.09690951720784534,
+    "512": 0.11036519881802588,
+    "w": null
+   }
+  },
+  {
+   "step": 12901,
+   "loss": 1.1479201316833496,
+   "ema": 1.0715247748672099,
+   "lr": 0.0004998259177084961,
+   "value_bits": {
+    "0": 0.7045631480968518,
+    "128": 0.9299884116476476,
+    "256": 0.9504673927600104,
+    "512": 1.0738973367844433,
+    "w": null
+   },
+   "value_n": {
+    "0": 57558,
+    "128": 44622,
+    "256": 58764,
+    "512": 72312,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.025062531335039558,
+    "128": 0.09997884119066915,
+    "256": 0.1560729417272954,
+    "512": 0.18574052416324605,
+    "w": null
+   }
+  },
+  {
+   "step": 13001,
+   "loss": 1.0718564987182617,
+   "ema": 1.0708422660418646,
+   "lr": 0.0004939521718020309,
+   "value_bits": {
+    "0": 0.6999030820193314,
+    "128": 0.9229484537619628,
+    "256": 0.9450941204993031,
+    "512": 1.0658394959449538,
+    "w": null
+   },
+   "value_n": {
+    "0": 57966,
+    "128": 44994,
+    "256": 59136,
+    "512": 72930,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.04249111317148441,
+    "128": 0.07849415060327607,
+    "256": 0.09629043467079923,
+    "512": 0.12299388626021426,
+    "w": null
+   }
+  },
+  {
+   "step": 13101,
+   "loss": 1.0932408571243286,
+   "ema": 1.0668878644911859,
+   "lr": 0.00048808810993343255,
+   "value_bits": {
+    "0": 0.6945241551735145,
+    "128": 0.9165747803062788,
+    "256": 0.938473229189777,
+    "512": 1.058766391073859,
+    "w": null
+   },
+   "value_n": {
+    "0": 58434,
+    "128": 45336,
+    "256": 59586,
+    "512": 73518,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.02829579289868656,
+    "128": 0.07804535496989681,
+    "256": 0.06839983256727078,
+    "512": 0.18148486343959244,
+    "w": null
+   }
+  },
+  {
+   "step": 13201,
+   "loss": 1.0429611206054688,
+   "ema": 1.067200282111531,
+   "lr": 0.0004822347453051568,
+   "value_bits": {
+    "0": 0.6897893899016789,
+    "128": 0.9111784180967112,
+    "256": 0.9321852635492025,
+    "512": 1.0513588790000121,
+    "w": null
+   },
+   "value_n": {
+    "0": 58860,
+    "128": 45630,
+    "256": 60042,
+    "512": 74118,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.0403263056424258,
+    "128": 0.07903733941318411,
+    "256": 0.11053017438412667,
+    "512": 0.14371642459156736,
+    "w": null
+   }
+  },
+  {
+   "step": 13301,
+   "loss": 1.1057648658752441,
+   "ema": 1.0662982134033419,
+   "lr": 0.0004763930892713728,
+   "value_bits": {
+    "0": 0.6854480563120201,
+    "128": 0.9040174137061104,
+    "256": 0.9267249021872481,
+    "512": 1.0444236200141213,
+    "w": null
+   },
+   "value_n": {
+    "0": 59262,
+    "128": 46026,
+    "256": 60432,
+    "512": 74712,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.049799063557508315,
+    "128": 0.07887440778916212,
+    "256": 0.08608126912451795,
+    "512": 0.17905741544128495,
+    "w": null
+   }
+  },
+  {
+   "step": 13401,
+   "loss": 1.1009032726287842,
+   "ema": 1.0675219383662267,
+   "lr": 0.0004705641511632189,
+   "value_bits": {
+    "0": 0.6801881518443988,
+    "128": 0.8970891324932838,
+    "256": 0.9207838494858329,
+    "512": 1.0381476879289449,
+    "w": null
+   },
+   "value_n": {
+    "0": 59742,
+    "128": 46404,
+    "256": 60852,
+    "512": 75252,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.030787196510699243,
+    "128": 0.05348841529338308,
+    "256": 0.06595123793363994,
+    "512": 0.16983761765544483,
+    "w": null
+   }
+  },
+  {
+   "step": 13501,
+   "loss": 1.0854074954986572,
+   "ema": 1.0654367952129609,
+   "lr": 0.00046474893811440876,
+   "value_bits": {
+    "0": 0.6748150573995628,
+    "128": 0.8923681988429771,
+    "256": 0.9148607728639343,
+    "512": 1.0312897891044677,
+    "w": null
+   },
+   "value_n": {
+    "0": 60246,
+    "128": 46692,
+    "256": 61308,
+    "512": 75804,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.03791146945631935,
+    "128": 0.13170776443733712,
+    "256": 0.12444178471528483,
+    "512": 0.09637927761975976,
+    "w": null
+   }
+  },
+  {
+   "step": 13601,
+   "loss": 1.058908224105835,
+   "ema": 1.0648413085724384,
+   "lr": 0.0004589484548872175,
+   "value_bits": {
+    "0": 0.6709375457473532,
+    "128": 0.8868636162221155,
+    "256": 0.9082496568064083,
+    "512": 1.024481555447977,
+    "w": null
+   },
+   "value_n": {
+    "0": 60612,
+    "128": 47004,
+    "256": 61812,
+    "512": 76398,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.03267370148774633,
+    "128": 0.06308165553853791,
+    "256": 0.10405461066594748,
+    "512": 0.1556409088206878,
+    "w": null
+   }
+  },
+  {
+   "step": 13701,
+   "loss": 1.0600653886795044,
+   "ema": 1.0649889363144212,
+   "lr": 0.0004531637036988765,
+   "value_bits": {
+    "0": 0.6659270850173874,
+    "128": 0.8814815432637568,
+    "256": 0.9024801998967867,
+    "512": 1.018485518219214,
+    "w": null
+   },
+   "value_n": {
+    "0": 61104,
+    "128": 47316,
+    "256": 62280,
+    "512": 76938,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.04866276435745542,
+    "128": 0.07065155180641747,
+    "256": 0.14046808344907039,
+    "512": 0.17017949562100484,
+    "w": null
+   }
+  },
+  {
+   "step": 13801,
+   "loss": 1.0714898109436035,
+   "ema": 1.0598601130486052,
+   "lr": 0.00044739568404840956,
+   "value_bits": {
+    "0": 0.6606040126849921,
+    "128": 0.8770818776823887,
+    "256": 0.8981532036071088,
+    "512": 1.0110311705800425,
+    "w": null
+   },
+   "value_n": {
+    "0": 61638,
+    "128": 47592,
+    "256": 62604,
+    "512": 77592,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.051500994335395664,
+    "128": 0.1228261651895891,
+    "256": 0.0664083612579013,
+    "512": 0.13408530106539288,
+    "w": null
+   }
+  },
+  {
+   "step": 13901,
+   "loss": 1.0657129287719727,
+   "ema": 1.0599212857341853,
+   "lr": 0.0004416453925439372,
+   "value_bits": {
+    "0": 0.6564147297588128,
+    "128": 0.8710204129130984,
+    "256": 0.892168498202815,
+    "512": 1.0052115513858166,
+    "w": null
+   },
+   "value_n": {
+    "0": 62070,
+    "128": 47970,
+    "256": 63102,
+    "512": 78096,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.05868551447214448,
+    "128": 0.10785313434150408,
+    "256": 0.13982613448711412,
+    "512": 0.10926732019854554,
+    "w": null
+   }
+  },
+  {
+   "step": 14001,
+   "loss": 1.079106092453003,
+   "ema": 1.0576425234363862,
+   "lr": 0.00043591382273048054,
+   "value_bits": {
+    "0": 0.6524310033702899,
+    "128": 0.865872670204715,
+    "256": 0.885855989147686,
+    "512": 0.9990027079994711,
+    "w": null
+   },
+   "value_n": {
+    "0": 62466,
+    "128": 48300,
+    "256": 63600,
+    "512": 78666,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.028012071714687645,
+    "128": 0.11757807104971321,
+    "256": 0.08599264296949118,
+    "512": 0.1483258078239714,
+    "w": null
+   }
+  },
+  {
+   "step": 14101,
+   "loss": 1.053300380706787,
+   "ema": 1.0570416104142557,
+   "lr": 0.0004302019649182962,
+   "value_bits": {
+    "0": 0.6479270250868947,
+    "128": 0.8589669391859626,
+    "256": 0.8793788374644061,
+    "512": 0.9931393207640395,
+    "w": null
+   },
+   "value_n": {
+    "0": 62928,
+    "128": 48708,
+    "256": 64110,
+    "512": 79188,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.038954065237186176,
+    "128": 0.041450252407177514,
+    "256": 0.07163992166715277,
+    "512": 0.10952012485896392,
+    "w": null
+   }
+  },
+  {
+   "step": 14201,
+   "loss": 1.0722440481185913,
+   "ema": 1.0567863312348387,
+   "lr": 0.0004245108060117676,
+   "value_bits": {
+    "0": 0.6429854771497021,
+    "128": 0.8530110597092575,
+    "256": 0.8736429661238104,
+    "512": 0.9872451735725127,
+    "w": null
+   },
+   "value_n": {
+    "0": 63432,
+    "128": 49086,
+    "256": 64578,
+    "512": 79710,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.025997920420237432,
+    "128": 0.08555344713953204,
+    "256": 0.08790212927425628,
+    "512": 0.09309626973605657,
+    "w": null
+   }
+  },
+  {
+   "step": 14301,
+   "loss": 1.1042773723602295,
+   "ema": 1.0606944974561832,
+   "lr": 0.0004188413293388871,
+   "value_bits": {
+    "0": 0.6390725615254944,
+    "128": 0.8479748732624008,
+    "256": 0.8668558377402468,
+    "512": 0.9817306024126452,
+    "w": null
+   },
+   "value_n": {
+    "0": 63840,
+    "128": 49416,
+    "256": 65136,
+    "512": 80214,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.03072926771484045,
+    "128": 0.09886503104907164,
+    "256": 0.0813734421241645,
+    "512": 0.10957491361691143,
+    "w": null
+   }
+  },
+  {
+   "step": 14401,
+   "loss": 1.030696153640747,
+   "ema": 1.0610632150060308,
+   "lr": 0.0004131945144813535,
+   "value_bits": {
+    "0": 0.6345034125230868,
+    "128": 0.8430382577974738,
+    "256": 0.8613516200852729,
+    "512": 0.9761476943499375,
+    "w": null
+   },
+   "value_n": {
+    "0": 64326,
+    "128": 49734,
+    "256": 65598,
+    "512": 80742,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.03430902504634366,
+    "128": 0.07590684328540873,
+    "256": 0.08532841408013825,
+    "512": 0.1279897637779186,
+    "w": null
+   }
+  },
+  {
+   "step": 14501,
+   "loss": 1.0760594606399536,
+   "ema": 1.0572725612319378,
+   "lr": 0.0004075713371053198,
+   "value_bits": {
+    "0": 0.6307423201235647,
+    "128": 0.8378914187978845,
+    "256": 0.8552382489913862,
+    "512": 0.9709758750227867,
+    "w": null
+   },
+   "value_n": {
+    "0": 64722,
+    "128": 50082,
+    "256": 66108,
+    "512": 81228,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.01979275019512581,
+    "128": 0.10233713487381035,
+    "256": 0.06891488229181393,
+    "512": 0.11175152088119471,
+    "w": null
+   }
+  },
+  {
+   "step": 14601,
+   "loss": 1.0500599145889282,
+   "ema": 1.05841903298056,
+   "lr": 0.00040197276879281484,
+   "value_bits": {
+    "0": 0.6264178543048259,
+    "128": 0.8336324029589701,
+    "256": 0.8497729900290961,
+    "512": 0.9651013796751495,
+    "w": null
+   },
+   "value_n": {
+    "0": 65208,
+    "128": 50358,
+    "256": 66606,
+    "512": 81792,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.050516461875985234,
+    "128": 0.060806202797724106,
+    "256": 0.12427632440845036,
+    "512": 0.1190490603526687,
+    "w": null
+   }
+  },
+  {
+   "step": 14701,
+   "loss": 1.0527461767196655,
+   "ema": 1.0578273688708884,
+   "lr": 0.0003963997768738723,
+   "value_bits": {
+    "0": 0.6217205716316447,
+    "128": 0.8289546236893047,
+    "256": 0.8448817892101914,
+    "512": 0.9590946954977327,
+    "w": null
+   },
+   "value_n": {
+    "0": 65718,
+    "128": 50664,
+    "256": 67026,
+    "512": 82404,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.021131535253617755,
+    "128": 0.05913890976180463,
+    "256": 0.0692072136293317,
+    "512": 0.15631902190415256,
+    "w": null
+   }
+  },
+  {
+   "step": 14801,
+   "loss": 1.0791598558425903,
+   "ema": 1.051974676781145,
+   "lr": 0.0003908533242593937,
+   "value_bits": {
+    "0": 0.6178897271904161,
+    "128": 0.8233877579441653,
+    "256": 0.8399082581540681,
+    "512": 0.953945323765838,
+    "w": null
+   },
+   "value_n": {
+    "0": 66156,
+    "128": 51042,
+    "256": 67488,
+    "512": 82908,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.04310562904278179,
+    "128": 0.07725102219880554,
+    "256": 0.11835870714168963,
+    "512": 0.1120230456010561,
+    "w": null
+   }
+  },
+  {
+   "step": 14901,
+   "loss": 1.081773281097412,
+   "ema": 1.0568462348608967,
+   "lr": 0.00038533436927477496,
+   "value_bits": {
+    "0": 0.614531141117346,
+    "128": 0.8187147292560558,
+    "256": 0.8337301930759112,
+    "512": 0.9485789004753539,
+    "w": null
+   },
+   "value_n": {
+    "0": 66546,
+    "128": 51354,
+    "256": 68028,
+    "512": 83430,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.044811602014713646,
+    "128": 0.054225209068630056,
+    "256": 0.061609348641366635,
+    "512": 0.09624284268327754,
+    "w": null
+   }
+  },
+  {
+   "step": 15001,
+   "loss": 1.0511152744293213,
+   "ema": 1.0505305790019253,
+   "lr": 0.0003798438654943249,
+   "value_bits": {
+    "0": 0.6110697232888801,
+    "128": 0.8136577749931151,
+    "256": 0.8285292467912735,
+    "512": 0.9437281772750435,
+    "w": null
+   },
+   "value_n": {
+    "0": 66948,
+    "128": 51690,
+    "256": 68484,
+    "512": 83922,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.038075915296122254,
+    "128": 0.04075649755542142,
+    "256": 0.05263018132780617,
+    "512": 0.12117566385656449,
+    "w": null
+   }
+  },
+  {
+   "step": 15101,
+   "loss": 1.0440806150436401,
+   "ema": 1.0505724146566582,
+   "lr": 0.00037438276157650654,
+   "value_bits": {
+    "0": 0.607848201591845,
+    "128": 0.8081314344998193,
+    "256": 0.8230373528258617,
+    "512": 0.9378287700404595,
+    "w": null
+   },
+   "value_n": {
+    "0": 67320,
+    "128": 52074,
+    "256": 68982,
+    "512": 84516,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.028078216180282382,
+    "128": 0.06423419466008333,
+    "256": 0.06780268148597646,
+    "512": 0.10434383074624391,
+    "w": null
+   }
+  },
+  {
+   "step": 15201,
+   "loss": 1.0517950057983398,
+   "ema": 1.0549451323455534,
+   "lr": 0.0003689520011000239,
+   "value_bits": {
+    "0": 0.6037107135766409,
+    "128": 0.8038079505980649,
+    "256": 0.8176992027992281,
+    "512": 0.9336281281762788,
+    "w": null
+   },
+   "value_n": {
+    "0": 67824,
+    "128": 52380,
+    "256": 69462,
+    "512": 85014,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.05106052868864468,
+    "128": 0.06805271955246302,
+    "256": 0.050540317096675724,
+    "512": 0.2207336546961929,
+    "w": null
+   }
+  },
+  {
+   "step": 15301,
+   "loss": 1.0307338237762451,
+   "ema": 1.0514022688580171,
+   "lr": 0.0003635525224007914,
+   "value_bits": {
+    "0": 0.6000376222294977,
+    "128": 0.7983614687917304,
+    "256": 0.8138072986100273,
+    "512": 0.9284472101495164,
+    "w": null
+   },
+   "value_n": {
+    "0": 68268,
+    "128": 52782,
+    "256": 69852,
+    "512": 85536,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.0389481007686164,
+    "128": 0.08869301850368054,
+    "256": 0.1206292247888196,
+    "512": 0.08467218117022776,
+    "w": null
+   }
+  },
+  {
+   "step": 15401,
+   "loss": 1.0454127788543701,
+   "ema": 1.0562074635151308,
+   "lr": 0.00035818525840980496,
+   "value_bits": {
+    "0": 0.5970123508858719,
+    "128": 0.793625958716201,
+    "256": 0.808142553700257,
+    "512": 0.9233784964638674,
+    "w": null
+   },
+   "value_n": {
+    "0": 68640,
+    "128": 53142,
+    "256": 70374,
+    "512": 86058,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.041826264631426066,
+    "128": 0.09932125647564741,
+    "256": 0.050108527958350996,
+    "512": 0.09280858493958906,
+    "w": null
+   }
+  },
+  {
+   "step": 15501,
+   "loss": 1.0414454936981201,
+   "ema": 1.05113675620583,
+   "lr": 0.000352851136491949,
+   "value_bits": {
+    "0": 0.5933662865580774,
+    "128": 0.7893117444115275,
+    "256": 0.8030087810876901,
+    "512": 0.9183672396587874,
+    "w": null
+   },
+   "value_n": {
+    "0": 69090,
+    "128": 53454,
+    "256": 70860,
+    "512": 86622,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.037219941091832104,
+    "128": 0.054484896402058475,
+    "256": 0.05962583080625947,
+    "512": 0.15372408694323136,
+    "w": null
+   }
+  },
+  {
+   "step": 15601,
+   "loss": 1.0619735717773438,
+   "ema": 1.0478415261235843,
+   "lr": 0.0003475510782857654,
+   "value_bits": {
+    "0": 0.5900035459975489,
+    "128": 0.7852745189215342,
+    "256": 0.7973904801905983,
+    "512": 0.9134233272076199,
+    "w": null
+   },
+   "value_n": {
+    "0": 69510,
+    "128": 53748,
+    "256": 71406,
+    "512": 87174,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.03683272379059804,
+    "128": 0.05124101095517768,
+    "256": 0.06824615497461183,
+    "512": 0.13760523962603716,
+    "w": null
+   }
+  },
+  {
+   "step": 15701,
+   "loss": 1.0870890617370605,
+   "ema": 1.0538811855964094,
+   "lr": 0.00034228599954420994,
+   "value_bits": {
+    "0": 0.58625556177655,
+    "128": 0.7811017434550822,
+    "256": 0.7932201588231085,
+    "512": 0.9078999764526505,
+    "w": null
+   },
+   "value_n": {
+    "0": 70008,
+    "128": 54066,
+    "256": 71820,
+    "512": 87762,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.0631182461106368,
+    "128": 0.07582395801211508,
+    "256": 0.07393038209127799,
+    "512": 0.0890350466674709,
+    "w": null
+   }
+  },
+  {
+   "step": 15801,
+   "loss": 1.044634461402893,
+   "ema": 1.0512025291946143,
+   "lr": 0.00033705680997642883,
+   "value_bits": {
+    "0": 0.5828805555379613,
+    "128": 0.7760912226478891,
+    "256": 0.7891986079208292,
+    "512": 0.9027203150429128,
+    "w": null
+   },
+   "value_n": {
+    "0": 70434,
+    "128": 54438,
+    "256": 72216,
+    "512": 88380,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.028238685230149156,
+    "128": 0.047868593718609485,
+    "256": 0.059835512461981905,
+    "512": 0.16715810688528193,
+    "w": null
+   }
+  },
+  {
+   "step": 15901,
+   "loss": 1.0307457447052002,
+   "ema": 1.0479113989751772,
+   "lr": 0.0003318644130905758,
+   "value_bits": {
+    "0": 0.5792222277276422,
+    "128": 0.7715306895918332,
+    "256": 0.7849277942857766,
+    "512": 0.8975525716745845,
+    "w": null
+   },
+   "value_n": {
+    "0": 70896,
+    "128": 54792,
+    "256": 72648,
+    "512": 89004,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.021493524281734403,
+    "128": 0.07021346217495225,
+    "256": 0.07099011495948862,
+    "512": 0.1656212272950211,
+    "w": null
+   }
+  },
+  {
+   "step": 16001,
+   "loss": 1.0858829021453857,
+   "ema": 1.0520976020706936,
+   "lr": 0.0003267097060377032,
+   "value_bits": {
+    "0": 0.5761332148845869,
+    "128": 0.7667232749212209,
+    "256": 0.7815245300693177,
+    "512": 0.8920434811226557,
+    "w": null
+   },
+   "value_n": {
+    "0": 71292,
+    "128": 55152,
+    "256": 73032,
+    "512": 89646,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.023106309527901783,
+    "128": 0.035034762054023394,
+    "256": 0.13766948111796976,
+    "512": 0.12828788068049227,
+    "w": null
+   }
+  },
+  {
+   "step": 16101,
+   "loss": 1.0402793884277344,
+   "ema": 1.0483862610006978,
+   "lr": 0.0003215935794567511,
+   "value_bits": {
+    "0": 0.5730466053075952,
+    "128": 0.7628100725654737,
+    "256": 0.7768878901628476,
+    "512": 0.8875568511510934,
+    "w": null
+   },
+   "value_n": {
+    "0": 71700,
+    "128": 55452,
+    "256": 73512,
+    "512": 90204,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.033706973045593974,
+    "128": 0.0434069514849016,
+    "256": 0.07142312839343998,
+    "512": 0.16675321238643456,
+    "w": null
+   }
+  },
+  {
+   "step": 16201,
+   "loss": 1.0324139595031738,
+   "ema": 1.0430836164163526,
+   "lr": 0.00031651691732066054,
+   "value_bits": {
+    "0": 0.5705770346983571,
+    "128": 0.7588285655669906,
+    "256": 0.7719034303193978,
+    "512": 0.882770949484413,
+    "w": null
+   },
+   "value_n": {
+    "0": 72036,
+    "128": 55788,
+    "256": 74034,
+    "512": 90774,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.043588306477001085,
+    "128": 0.1017377141387686,
+    "256": 0.06995398202115809,
+    "512": 0.12538941625418698,
+    "w": null
+   }
+  },
+  {
+   "step": 16301,
+   "loss": 1.013185739517212,
+   "ema": 1.0480815868695903,
+   "lr": 0.00031148059678364,
+   "value_bits": {
+    "0": 0.56737887808956,
+    "128": 0.7549747158937653,
+    "256": 0.7682096562855986,
+    "512": 0.8775419670064549,
+    "w": null
+   },
+   "value_n": {
+    "0": 72462,
+    "128": 56118,
+    "256": 74436,
+    "512": 91380,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.026575099987904093,
+    "128": 0.10346391113652331,
+    "256": 0.08794879355353134,
+    "512": 0.09428180949131787,
+    "w": null
+   }
+  },
+  {
+   "step": 16401,
+   "loss": 1.0362730026245117,
+   "ema": 1.0487209681188987,
+   "lr": 0.00030648548802960843,
+   "value_bits": {
+    "0": 0.5642222453147778,
+    "128": 0.7500929066974248,
+    "256": 0.7639785874126248,
+    "512": 0.8730885547188334,
+    "w": null
+   },
+   "value_n": {
+    "0": 72882,
+    "128": 56520,
+    "256": 74898,
+    "512": 91944,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.019612902157007436,
+    "128": 0.06860691545305476,
+    "256": 0.08228195834622191,
+    "512": 0.15154101067121623,
+    "w": null
+   }
+  },
+  {
+   "step": 16501,
+   "loss": 1.004612922668457,
+   "ema": 1.0450494307044844,
+   "lr": 0.0003015324541218433,
+   "value_bits": {
+    "0": 0.5610395301893425,
+    "128": 0.7457538111510664,
+    "256": 0.7598238460139439,
+    "512": 0.8690589245627486,
+    "w": null
+   },
+   "value_n": {
+    "0": 73338,
+    "128": 56880,
+    "256": 75378,
+    "512": 92448,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.05234952191745415,
+    "128": 0.06451581037279118,
+    "256": 0.11152838501728284,
+    "512": 0.13393925180270377,
+    "w": null
+   }
+  },
+  {
+   "step": 16601,
+   "loss": 1.0102614164352417,
+   "ema": 1.0463984701027356,
+   "lr": 0.00029662235085386025,
+   "value_bits": {
+    "0": 0.5578208036126423,
+    "128": 0.7415168900035894,
+    "256": 0.7560190656480463,
+    "512": 0.8645286993084879,
+    "w": null
+   },
+   "value_n": {
+    "0": 73788,
+    "128": 57222,
+    "256": 75834,
+    "512": 93006,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.03325420431923374,
+    "128": 0.036850004423221505,
+    "256": 0.12707885858526474,
+    "512": 0.11397267008644092,
+    "w": null
+   }
+  },
+  {
+   "step": 16701,
+   "loss": 1.0810070037841797,
+   "ema": 1.0444939032522855,
+   "lr": 0.00029175602660154627,
+   "value_bits": {
+    "0": 0.554630838894165,
+    "128": 0.737793577060782,
+    "256": 0.7520789700180014,
+    "512": 0.8596749160915633,
+    "w": null
+   },
+   "value_n": {
+    "0": 74256,
+    "128": 57516,
+    "256": 76290,
+    "512": 93576,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.05167973494757175,
+    "128": 0.013115300824952957,
+    "256": 0.09683069806880228,
+    "512": 0.06769077245423276,
+    "w": null
+   }
+  },
+  {
+   "step": 16801,
+   "loss": 1.0564661026000977,
+   "ema": 1.0452706889816357,
+   "lr": 0.0002869343221765771,
+   "value_bits": {
+    "0": 0.5518747961775378,
+    "128": 0.7341486840758507,
+    "256": 0.7477870680141351,
+    "512": 0.8550733058473308,
+    "w": null
+   },
+   "value_n": {
+    "0": 74676,
+    "128": 57834,
+    "256": 76770,
+    "512": 94176,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.06460644387785047,
+    "128": 0.07490445476357274,
+    "256": 0.06564289327463692,
+    "512": 0.1374061721568146,
+    "w": null
+   }
+  },
+  {
+   "step": 16901,
+   "loss": 1.034964680671692,
+   "ema": 1.048752616624665,
+   "lr": 0.00028215807068113934,
+   "value_bits": {
+    "0": 0.5486388849537843,
+    "128": 0.7305439029770204,
+    "256": 0.7431942457009224,
+    "512": 0.8512930918436062,
+    "w": null
+   },
+   "value_n": {
+    "0": 75144,
+    "128": 58146,
+    "256": 77280,
+    "512": 94650,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.032303614558450613,
+    "128": 0.062342268138076425,
+    "256": 0.05183940455320894,
+    "512": 0.10022677535678517,
+    "w": null
+   }
+  },
+  {
+   "step": 17001,
+   "loss": 1.020342230796814,
+   "ema": 1.0444745784856104,
+   "lr": 0.0002774280973639862,
+   "value_bits": {
+    "0": 0.5452255865871108,
+    "128": 0.7268543465346409,
+    "256": 0.7397050896129624,
+    "512": 0.8462871498075488,
+    "w": null
+   },
+   "value_n": {
+    "0": 75642,
+    "128": 58464,
+    "256": 77682,
+    "512": 95262,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.030187649909776425,
+    "128": 0.052222431759160935,
+    "256": 0.06895388942006336,
+    "512": 0.0720838594271007,
+    "w": null
+   }
+  },
+  {
+   "step": 17101,
+   "loss": 1.0633571147918701,
+   "ema": 1.0442077879478127,
+   "lr": 0.0002727452194778497,
+   "value_bits": {
+    "0": 0.5424689999288902,
+    "128": 0.722703848956284,
+    "256": 0.7352489085276195,
+    "512": 0.8421401123228699,
+    "w": null
+   },
+   "value_n": {
+    "0": 76038,
+    "128": 58830,
+    "256": 78216,
+    "512": 95808,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.015919181744238325,
+    "128": 0.05971289152171818,
+    "256": 0.08699973423620898,
+    "512": 0.11859600084761339,
+    "w": null
+   }
+  },
+  {
+   "step": 17201,
+   "loss": 1.0505077838897705,
+   "ema": 1.04426163848141,
+   "lr": 0.0002681102461382337,
+   "value_bits": {
+    "0": 0.5394780207496371,
+    "128": 0.7183244656046863,
+    "256": 0.7317320377126695,
+    "512": 0.8375645300927704,
+    "w": null
+   },
+   "value_n": {
+    "0": 76476,
+    "128": 59208,
+    "256": 78642,
+    "512": 96390,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.020235840767803645,
+    "128": 0.036739485248879,
+    "256": 0.08601474273113999,
+    "512": 0.0843387873069182,
+    "w": null
+   }
+  },
+  {
+   "step": 17301,
+   "loss": 1.0185086727142334,
+   "ema": 1.0419178745860551,
+   "lr": 0.00026352397818361494,
+   "value_bits": {
+    "0": 0.5367915987572663,
+    "128": 0.714404704030945,
+    "256": 0.7278024324233079,
+    "512": 0.8329739827960921,
+    "w": null
+   },
+   "value_n": {
+    "0": 76872,
+    "128": 59574,
+    "256": 79140,
+    "512": 96978,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.017986527321531814,
+    "128": 0.0803029464952229,
+    "256": 0.10725620919847738,
+    "512": 0.08045212237635074,
+    "w": null
+   }
+  },
+  {
+   "step": 17401,
+   "loss": 1.0840450525283813,
+   "ema": 1.0485133804040188,
+   "lr": 0.0002589872080370713,
+   "value_bits": {
+    "0": 0.5342186280993935,
+    "128": 0.7104405432295915,
+    "256": 0.723728497921732,
+    "512": 0.8291609420645792,
+    "w": null
+   },
+   "value_n": {
+    "0": 77292,
+    "128": 59922,
+    "256": 79614,
+    "512": 97476,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.06329148426129151,
+    "128": 0.031817222597882264,
+    "256": 0.04353614253204285,
+    "512": 0.0866286849146319,
+    "w": null
+   }
+  },
+  {
+   "step": 17501,
+   "loss": 1.0408408641815186,
+   "ema": 1.0380858200289655,
+   "lr": 0.00025450071956936634,
+   "value_bits": {
+    "0": 0.531363885061606,
+    "128": 0.7065131686266043,
+    "256": 0.7202442440167508,
+    "512": 0.8250061782992104,
+    "w": null
+   },
+   "value_n": {
+    "0": 77724,
+    "128": 60282,
+    "256": 80046,
+    "512": 98016,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.0206027765508098,
+    "128": 0.0528016659593754,
+    "256": 0.07812528477791023,
+    "512": 0.07502515460830869,
+    "w": null
+   }
+  },
+  {
+   "step": 17601,
+   "loss": 1.0226244926452637,
+   "ema": 1.0430280313128426,
+   "lr": 0.000250065287963511,
+   "value_bits": {
+    "0": 0.5282631212299531,
+    "128": 0.7027690006095361,
+    "256": 0.7173707333056547,
+    "512": 0.821318913299823,
+    "w": null
+   },
+   "value_n": {
+    "0": 78198,
+    "128": 60642,
+    "256": 80430,
+    "512": 98550,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.019816353189048227,
+    "128": 0.07580806615146643,
+    "256": 0.11837844585671049,
+    "512": 0.14451935116507195,
+    "w": null
+   }
+  },
+  {
+   "step": 17701,
+   "loss": 1.0305540561676025,
+   "ema": 1.0422632833502221,
+   "lr": 0.00024568167958082557,
+   "value_bits": {
+    "0": 0.5258527228315002,
+    "128": 0.6992548391367237,
+    "256": 0.7136236117910707,
+    "512": 0.8171408946361406,
+    "w": null
+   },
+   "value_n": {
+    "0": 78594,
+    "128": 60972,
+    "256": 80898,
+    "512": 99156,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.049872081512746344,
+    "128": 0.05347974812373238,
+    "256": 0.06964715149620039,
+    "512": 0.1376957802699525,
+    "w": null
+   }
+  },
+  {
+   "step": 17801,
+   "loss": 1.047210454940796,
+   "ema": 1.0405349782099351,
+   "lr": 0.00024135065182852723,
+   "value_bits": {
+    "0": 0.5227391389004491,
+    "128": 0.6961303332001333,
+    "256": 0.7095771266108754,
+    "512": 0.8133349145449357,
+    "w": null
+   },
+   "value_n": {
+    "0": 79092,
+    "128": 61272,
+    "256": 81426,
+    "512": 99702,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.031355573685518744,
+    "128": 0.06110574664749534,
+    "256": 0.08959122110436359,
+    "512": 0.12215220039932732,
+    "w": null
+   }
+  },
+  {
+   "step": 17901,
+   "loss": 1.0228312015533447,
+   "ema": 1.03947821107753,
+   "lr": 0.00023707295302886314,
+   "value_bits": {
+    "0": 0.5201503369377093,
+    "128": 0.6931663293822354,
+    "256": 0.7061638704994851,
+    "512": 0.8086698616877193,
+    "w": null
+   },
+   "value_n": {
+    "0": 79512,
+    "128": 61548,
+    "256": 81870,
+    "512": 100326,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.03264194446862513,
+    "128": 0.035157481808912074,
+    "256": 0.0802003747200551,
+    "512": 0.0632930989149787,
+    "w": null
+   }
+  },
+  {
+   "step": 18001,
+   "loss": 1.0175397396087646,
+   "ema": 1.0383291724494297,
+   "lr": 0.00023284932228981455,
+   "value_bits": {
+    "0": 0.5178409920921649,
+    "128": 0.6897881703801059,
+    "256": 0.7023778049478047,
+    "512": 0.8044561458150945,
+    "w": null
+   },
+   "value_n": {
+    "0": 79902,
+    "128": 61884,
+    "256": 82368,
+    "512": 100908,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.04701887065903065,
+    "128": 0.07098183031142873,
+    "256": 0.07995775130106503,
+    "512": 0.0780897220402462,
+    "w": null
+   }
+  },
+  {
+   "step": 18101,
+   "loss": 1.0791269540786743,
+   "ema": 1.0362123452314944,
+   "lr": 0.00022868048937739292,
+   "value_bits": {
+    "0": 0.5147529394618215,
+    "128": 0.6869549062391743,
+    "256": 0.6984320103871412,
+    "512": 0.801082681830584,
+    "w": null
+   },
+   "value_n": {
+    "0": 80424,
+    "128": 62166,
+    "256": 82896,
+    "512": 101388,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.04206791787237437,
+    "128": 0.06520413284412935,
+    "256": 0.0828880589236425,
+    "512": 0.09189621568684692,
+    "w": null
+   }
+  },
+  {
+   "step": 18201,
+   "loss": 1.0281434059143066,
+   "ema": 1.0355498076284422,
+   "lr": 0.0002245671745895482,
+   "value_bits": {
+    "0": 0.5122964534248691,
+    "128": 0.6821156839362353,
+    "256": 0.6949466870093487,
+    "512": 0.797211430837138,
+    "w": null
+   },
+   "value_n": {
+    "0": 80826,
+    "128": 62634,
+    "256": 83346,
+    "512": 101958,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.020852590151563325,
+    "128": 0.039305654695841616,
+    "256": 0.052903649841595415,
+    "512": 0.1086177541292462,
+    "w": null
+   }
+  },
+  {
+   "step": 18301,
+   "loss": 1.0434452295303345,
+   "ema": 1.0416922453454591,
+   "lr": 0.00022051008863171656,
+   "value_bits": {
+    "0": 0.5092308937414205,
+    "128": 0.679005257932415,
+    "256": 0.691664195866746,
+    "512": 0.7936667083853466,
+    "w": null
+   },
+   "value_n": {
+    "0": 81324,
+    "128": 62964,
+    "256": 83802,
+    "512": 102474,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.011686863672308236,
+    "128": 0.08864640240729585,
+    "256": 0.09170255821023453,
+    "512": 0.09325428253313153,
+    "w": null
+   }
+  },
+  {
+   "step": 18401,
+   "loss": 1.0287706851959229,
+   "ema": 1.0387753572747607,
+   "lr": 0.0002165099324940219,
+   "value_bits": {
+    "0": 0.5068534264285119,
+    "128": 0.6756155842335787,
+    "256": 0.6884795662805001,
+    "512": 0.7899661171173256,
+    "w": null
+   },
+   "value_n": {
+    "0": 81762,
+    "128": 63306,
+    "256": 84228,
+    "512": 103062,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.06542613931670602,
+    "128": 0.0515588158899415,
+    "256": 0.06200461654676542,
+    "512": 0.1450436858262003,
+    "w": null
+   }
+  },
+  {
+   "step": 18501,
+   "loss": 1.0790387392044067,
+   "ema": 1.0358247822817248,
+   "lr": 0.00021256739733015862,
+   "value_bits": {
+    "0": 0.5043305715207487,
+    "128": 0.6718397380646215,
+    "256": 0.6852609519333407,
+    "512": 0.7865049066519436,
+    "w": null
+   },
+   "value_n": {
+    "0": 82206,
+    "128": 63684,
+    "256": 84678,
+    "512": 103578,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.03975024951953678,
+    "128": 0.039475405863558855,
+    "256": 0.08282217586101769,
+    "512": 0.09518848614189834,
+    "w": null
+   }
+  },
+  {
+   "step": 18601,
+   "loss": 1.0549731254577637,
+   "ema": 1.0329263257828998,
+   "lr": 0.00020868316433797222,
+   "value_bits": {
+    "0": 0.5012094401499483,
+    "128": 0.6683909694785111,
+    "256": 0.6826274000027029,
+    "512": 0.782938578810205,
+    "w": null
+   },
+   "value_n": {
+    "0": 82776,
+    "128": 64026,
+    "256": 85050,
+    "512": 104118,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.05107658845167877,
+    "128": 0.02619395591752613,
+    "256": 0.08315452263026496,
+    "512": 0.09887727289981856,
+    "w": null
+   }
+  },
+  {
+   "step": 18701,
+   "loss": 1.0181339979171753,
+   "ema": 1.0382850242895363,
+   "lr": 0.00020485790464176096,
+   "value_bits": {
+    "0": 0.4986498233196147,
+    "128": 0.6654934978484104,
+    "256": 0.6793999867479689,
+    "512": 0.7792694471256744,
+    "w": null
+   },
+   "value_n": {
+    "0": 83232,
+    "128": 64350,
+    "256": 85512,
+    "512": 104682,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.03401201027641094,
+    "128": 0.09292090961127465,
+    "256": 0.08526254667193546,
+    "512": 0.10192431817183711,
+    "w": null
+   }
+  },
+  {
+   "step": 18801,
+   "loss": 1.0026823282241821,
+   "ema": 1.0343208958467522,
+   "lr": 0.00020109227917631847,
+   "value_bits": {
+    "0": 0.4961584126106106,
+    "128": 0.6631938216623927,
+    "256": 0.6763263750143129,
+    "512": 0.775586663509901,
+    "w": null
+   },
+   "value_n": {
+    "0": 83688,
+    "128": 64614,
+    "256": 85962,
+    "512": 105264,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.0414103947776551,
+    "128": 0.10264775132057782,
+    "256": 0.09225818264011974,
+    "512": 0.11317918160890325,
+    "w": null
+   }
+  },
+  {
+   "step": 18901,
+   "loss": 1.0885326862335205,
+   "ema": 1.0376087447340678,
+   "lr": 0.0001973869385727354,
+   "value_bits": {
+    "0": 0.49393158220162126,
+    "128": 0.6605400244822223,
+    "256": 0.6734357230533485,
+    "512": 0.7715314949004444,
+    "w": null
+   },
+   "value_n": {
+    "0": 84096,
+    "128": 64902,
+    "256": 86412,
+    "512": 105918,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.03716936831069081,
+    "128": 0.06514956962274104,
+    "256": 0.12124411445685661,
+    "512": 0.11883536568661893,
+    "w": null
+   }
+  },
+  {
+   "step": 19001,
+   "loss": 1.0413215160369873,
+   "ema": 1.035742178671189,
+   "lr": 0.00019374252304598305,
+   "value_bits": {
+    "0": 0.4913872691809361,
+    "128": 0.6576436172240704,
+    "256": 0.6707369813861639,
+    "512": 0.7679672432459334,
+    "w": null
+   },
+   "value_n": {
+    "0": 84564,
+    "128": 65214,
+    "256": 86832,
+    "512": 106464,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.03419379100243703,
+    "128": 0.05513520738890849,
+    "256": 0.11549016008911499,
+    "512": 0.07654158987136983,
+    "w": null
+   }
+  },
+  {
+   "step": 19101,
+   "loss": 1.0687618255615234,
+   "ema": 1.0379543192089926,
+   "lr": 0.00019015966228429549,
+   "value_bits": {
+    "0": 0.4893002712942966,
+    "128": 0.6544001233682626,
+    "256": 0.6678878656906726,
+    "512": 0.7641890930826606,
+    "w": null
+   },
+   "value_n": {
+    "0": 84954,
+    "128": 65562,
+    "256": 87246,
+    "512": 107076,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.036774914151257686,
+    "128": 0.04658055925144996,
+    "256": 0.0703168172102395,
+    "512": 0.10693912742470106,
+    "w": null
+   }
+  },
+  {
+   "step": 19201,
+   "loss": 1.0416643619537354,
+   "ema": 1.0321963710439306,
+   "lr": 0.00018663897534037111,
+   "value_bits": {
+    "0": 0.486873659423231,
+    "128": 0.6518318778200106,
+    "256": 0.6650550993950208,
+    "512": 0.7605361146409305,
+    "w": null
+   },
+   "value_n": {
+    "0": 85398,
+    "128": 65844,
+    "256": 87642,
+    "512": 107646,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.02257099074191598,
+    "128": 0.05474210961258,
+    "256": 0.04094517962117852,
+    "512": 0.07431450126076396,
+    "w": null
+   }
+  },
+  {
+   "step": 19301,
+   "loss": 1.0240113735198975,
+   "ema": 1.039857065282019,
+   "lr": 0.00018318107052441168,
+   "value_bits": {
+    "0": 0.4845230172506803,
+    "128": 0.6477496688561784,
+    "256": 0.6620697983305579,
+    "512": 0.7574579988570926,
+    "w": null
+   },
+   "value_n": {
+    "0": 85848,
+    "128": 66300,
+    "256": 88068,
+    "512": 108120,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.038433816691828,
+    "128": 0.0583001797891474,
+    "256": 0.04789666243466188,
+    "512": 0.05841400799844925,
+    "w": null
+   }
+  },
+  {
+   "step": 19401,
+   "loss": 0.9943912029266357,
+   "ema": 1.0364567089688503,
+   "lr": 0.0001797865452990175,
+   "value_bits": {
+    "0": 0.48220873081652976,
+    "128": 0.6447117726674694,
+    "256": 0.6591772891831221,
+    "512": 0.753909277496793,
+    "w": null
+   },
+   "value_n": {
+    "0": 86274,
+    "128": 66660,
+    "256": 88476,
+    "512": 108696,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.015831120959823745,
+    "128": 0.0852325579135433,
+    "256": 0.034820682329268195,
+    "512": 0.08778470549055709,
+    "w": null
+   }
+  },
+  {
+   "step": 19501,
+   "loss": 1.0351455211639404,
+   "ema": 1.0315992991423073,
+   "lr": 0.00017645598617595698,
+   "value_bits": {
+    "0": 0.48019007408207676,
+    "128": 0.6415611016955538,
+    "256": 0.6563087206208353,
+    "512": 0.7504589604999302,
+    "w": null
+   },
+   "value_n": {
+    "0": 86670,
+    "128": 67026,
+    "256": 88902,
+    "512": 109302,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.04039817734418442,
+    "128": 0.06772578205652612,
+    "256": 0.06053531189574727,
+    "512": 0.13158824054777174,
+    "w": null
+   }
+  },
+  {
+   "step": 19601,
+   "loss": 0.9897421598434448,
+   "ema": 1.0299709084042388,
+   "lr": 0.00017318996861482767,
+   "value_bits": {
+    "0": 0.47773491293073744,
+    "128": 0.639370451346372,
+    "256": 0.6530904822213522,
+    "512": 0.7472249325180569,
+    "w": null
+   },
+   "value_n": {
+    "0": 87144,
+    "128": 67302,
+    "256": 89394,
+    "512": 109860,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.02881335810674563,
+    "128": 0.10737577633093111,
+    "256": 0.07157050215864605,
+    "512": 0.11373796750958169,
+    "w": null
+   }
+  },
+  {
+   "step": 19701,
+   "loss": 1.0554659366607666,
+   "ema": 1.0292139651352854,
+   "lr": 0.00016998905692362765,
+   "value_bits": {
+    "0": 0.47536929251284676,
+    "128": 0.6372987339972587,
+    "256": 0.6500751708281192,
+    "512": 0.7435399341938558,
+    "w": null
+   },
+   "value_n": {
+    "0": 87612,
+    "128": 67548,
+    "256": 89868,
+    "512": 110496,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.034878639314841475,
+    "128": 0.07050718509470677,
+    "256": 0.08140270946382734,
+    "512": 0.1070086198908238,
+    "w": null
+   }
+  },
+  {
+   "step": 19801,
+   "loss": 1.0451678037643433,
+   "ema": 1.0365842434087507,
+   "lr": 0.00016685380416125387,
+   "value_bits": {
+    "0": 0.47313595007433185,
+    "128": 0.6346365479955004,
+    "256": 0.6470953575338491,
+    "512": 0.7402666067112539,
+    "w": null
+   },
+   "value_n": {
+    "0": 88044,
+    "128": 67860,
+    "256": 90318,
+    "512": 111078,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.02020169608552046,
+    "128": 0.05827327861484574,
+    "256": 0.05200677724614161,
+    "512": 0.11880682403502231,
+    "w": null
+   }
+  },
+  {
+   "step": 19901,
+   "loss": 1.0232843160629272,
+   "ema": 1.0319702150489927,
+   "lr": 0.00016378475204194287,
+   "value_bits": {
+    "0": 0.4707078790317884,
+    "128": 0.6315017141021687,
+    "256": 0.6446874775673372,
+    "512": 0.7366464112480536,
+    "w": null
+   },
+   "value_n": {
+    "0": 88512,
+    "128": 68226,
+    "256": 90696,
+    "512": 111678,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.013919231874319888,
+    "128": 0.05027267584674004,
+    "256": 0.06935704683874465,
+    "512": 0.06643962514577699,
+    "w": null
+   }
+  },
+  {
+   "step": 20001,
+   "loss": 1.0035297870635986,
+   "ema": 1.0305933261247884,
+   "lr": 0.0001607824308416733,
+   "value_bits": {
+    "0": 0.46893450471139814,
+    "128": 0.6287757794302533,
+    "256": 0.6413307793978859,
+    "512": 0.7335056749635327,
+    "w": null
+   },
+   "value_n": {
+    "0": 88872,
+    "128": 68544,
+    "256": 91206,
+    "512": 112272,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.032920871804775896,
+    "128": 0.04393421048024211,
+    "256": 0.04439137316931741,
+    "512": 0.14301552886466692,
+    "w": null
+   }
+  },
+  {
+   "step": 20101,
+   "loss": 1.0262174606323242,
+   "ema": 1.030658412440435,
+   "lr": 0.0001578473593065433,
+   "value_bits": {
+    "0": 0.4667150757971556,
+    "128": 0.626068526763022,
+    "256": 0.6389411503083258,
+    "512": 0.7308120485643631,
+    "w": null
+   },
+   "value_n": {
+    "0": 89334,
+    "128": 68898,
+    "256": 91626,
+    "512": 112812,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.03977765920286702,
+    "128": 0.10187099336556107,
+    "256": 0.12001612473116369,
+    "512": 0.1707771909947813,
+    "w": null
+   }
+  },
+  {
+   "step": 20201,
+   "loss": 1.0555174350738525,
+   "ema": 1.0311594342289037,
+   "lr": 0.00015498004456314098,
+   "value_bits": {
+    "0": 0.46449408625460914,
+    "128": 0.6236449540964153,
+    "256": 0.6363184550386313,
+    "512": 0.728110553322063,
+    "w": null
+   },
+   "value_n": {
+    "0": 89778,
+    "128": 69210,
+    "256": 92064,
+    "512": 113334,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.017624987619815274,
+    "128": 0.0884548592763052,
+    "256": 0.0876721610179945,
+    "512": 0.1442770642907345,
+    "w": null
+   }
+  },
+  {
+   "step": 20301,
+   "loss": 1.0065858364105225,
+   "ema": 1.0299675133606079,
+   "lr": 0.00015218098203092226,
+   "value_bits": {
+    "0": 0.4625991717652256,
+    "128": 0.6212481621316345,
+    "256": 0.6334122844233867,
+    "512": 0.7251463692545765,
+    "w": null
+   },
+   "value_n": {
+    "0": 90186,
+    "128": 69528,
+    "256": 92514,
+    "512": 113856,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.04563438493218741,
+    "128": 0.0996067411175616,
+    "256": 0.038848525485890184,
+    "512": 0.08157771579765617,
+    "w": null
+   }
+  },
+  {
+   "step": 20401,
+   "loss": 1.034745693206787,
+   "ema": 1.0315592996895688,
+   "lr": 0.0001494506553366113,
+   "value_bits": {
+    "0": 0.4603156515210902,
+    "128": 0.618093311702634,
+    "256": 0.631103905898237,
+    "512": 0.7223181565848269,
+    "w": null
+   },
+   "value_n": {
+    "0": 90654,
+    "128": 69912,
+    "256": 92898,
+    "512": 114372,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.02026959011598934,
+    "128": 0.04686820590173249,
+    "256": 0.07496502340941823,
+    "512": 0.09826974238517626,
+    "w": null
+   }
+  },
+  {
+   "step": 20501,
+   "loss": 1.0411388874053955,
+   "ema": 1.0328154347479042,
+   "lr": 0.0001467895362306391,
+   "value_bits": {
+    "0": 0.45822992753389236,
+    "128": 0.6155910973966034,
+    "256": 0.6288356700943712,
+    "512": 0.719248000460262,
+    "w": null
+   },
+   "value_n": {
+    "0": 91098,
+    "128": 70254,
+    "256": 93288,
+    "512": 114942,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.032375823174802296,
+    "128": 0.10408581504804801,
+    "256": 0.08854190161357198,
+    "512": 0.10321309470811224,
+    "w": null
+   }
+  },
+  {
+   "step": 20601,
+   "loss": 1.0511605739593506,
+   "ema": 1.0318105548133236,
+   "lr": 0.00014419808450563305,
+   "value_bits": {
+    "0": 0.45609230937635403,
+    "128": 0.6125533283126328,
+    "256": 0.626311072701225,
+    "512": 0.716778811035281,
+    "w": null
+   },
+   "value_n": {
+    "0": 91560,
+    "128": 70656,
+    "256": 93714,
+    "512": 115452,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.03459287449447952,
+    "128": 0.0816691760109448,
+    "256": 0.07345980131195293,
+    "512": 0.16028161321922865,
+    "w": null
+   }
+  },
+  {
+   "step": 20701,
+   "loss": 1.0139819383621216,
+   "ema": 1.0272989951952967,
+   "lr": 0.00014167674791697334,
+   "value_bits": {
+    "0": 0.453780333809349,
+    "128": 0.6101716019388024,
+    "256": 0.623499796791561,
+    "512": 0.7142431907978258,
+    "w": null
+   },
+   "value_n": {
+    "0": 92088,
+    "128": 70974,
+    "256": 94206,
+    "512": 115920,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.05286275253097325,
+    "128": 0.08097896461377342,
+    "256": 0.08802030370568122,
+    "512": 0.08872518298872974,
+    "w": null
+   }
+  },
+  {
+   "step": 20801,
+   "loss": 1.0472118854522705,
+   "ema": 1.0304044834204293,
+   "lr": 0.00013922596210542957,
+   "value_bits": {
+    "0": 0.4520680749710014,
+    "128": 0.6071491286026491,
+    "256": 0.6210239949143803,
+    "512": 0.7109291921208647,
+    "w": null
+   },
+   "value_n": {
+    "0": 92466,
+    "128": 71364,
+    "256": 94638,
+    "512": 116562,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.034929207495448956,
+    "128": 0.05710548101253819,
+    "256": 0.08112725500308582,
+    "512": 0.11255111325274751,
+    "w": null
+   }
+  },
+  {
+   "step": 20901,
+   "loss": 1.0896317958831787,
+   "ema": 1.0303329633233793,
+   "lr": 0.00013684615052188926,
+   "value_bits": {
+    "0": 0.45017024228408087,
+    "128": 0.604721188358112,
+    "256": 0.6182448393997574,
+    "512": 0.7080560723742654,
+    "w": null
+   },
+   "value_n": {
+    "0": 92898,
+    "128": 71676,
+    "256": 95118,
+    "512": 117126,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.0439549709211551,
+    "128": 0.049376548578775575,
+    "256": 0.07029959024791956,
+    "512": 0.11426780304248912,
+    "w": null
+   }
+  },
+  {
+   "step": 21001,
+   "loss": 1.0183134078979492,
+   "ema": 1.0300055346999593,
+   "lr": 0.00013453772435419398,
+   "value_bits": {
+    "0": 0.4485552312162719,
+    "128": 0.6019920805993383,
+    "256": 0.6161782913520945,
+    "512": 0.7049311664626821,
+    "w": null
+   },
+   "value_n": {
+    "0": 93264,
+    "128": 72042,
+    "256": 95514,
+    "512": 117726,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.03863365149680058,
+    "128": 0.0675343545942559,
+    "256": 0.11979971257024725,
+    "512": 0.09491828346250938,
+    "w": null
+   }
+  },
+  {
+   "step": 21101,
+   "loss": 1.0508484840393066,
+   "ema": 1.025772773616795,
+   "lr": 0.00013230108245609296,
+   "value_bits": {
+    "0": 0.4463903651354126,
+    "128": 0.6000504188045325,
+    "256": 0.6134928282305749,
+    "512": 0.7016467917275874,
+    "w": null
+   },
+   "value_n": {
+    "0": 93732,
+    "128": 72330,
+    "256": 95976,
+    "512": 118326,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.014971411790843487,
+    "128": 0.11435181109135799,
+    "256": 0.05829948496475174,
+    "512": 0.05721962495465112,
+    "w": null
+   }
+  },
+  {
+   "step": 21201,
+   "loss": 0.9658000469207764,
+   "ema": 1.022416353252882,
+   "lr": 0.00013013661127832891,
+   "value_bits": {
+    "0": 0.44420152426994114,
+    "128": 0.5974862153918734,
+    "256": 0.610617358835215,
+    "512": 0.6991866731389532,
+    "w": null
+   },
+   "value_n": {
+    "0": 94230,
+    "128": 72672,
+    "256": 96462,
+    "512": 118806,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.032224753180833655,
+    "128": 0.05517968662686331,
+    "256": 0.04276540268487606,
+    "512": 0.0927366895582967,
+    "w": null
+   }
+  },
+  {
+   "step": 21301,
+   "loss": 1.0226198434829712,
+   "ema": 1.0259204394659223,
+   "lr": 0.0001280446848018664,
+   "value_bits": {
+    "0": 0.4422754540160704,
+    "128": 0.5944790191584999,
+    "256": 0.6086884484588668,
+    "512": 0.6962033808758052,
+    "w": null
+   },
+   "value_n": {
+    "0": 94662,
+    "128": 73074,
+    "256": 96816,
+    "512": 119382,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.02215137989053629,
+    "128": 0.05084975380596784,
+    "256": 0.08307671760211553,
+    "512": 0.08086827564044637,
+    "w": null
+   }
+  },
+  {
+   "step": 21401,
+   "loss": 1.0359086990356445,
+   "ema": 1.0326008583511317,
+   "lr": 0.0001260256644732746,
+   "value_bits": {
+    "0": 0.4403983521764047,
+    "128": 0.5923710006040814,
+    "256": 0.6063931213370188,
+    "512": 0.6932362370687347,
+    "w": null
+   },
+   "value_n": {
+    "0": 95082,
+    "128": 73356,
+    "256": 97230,
+    "512": 119946,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.01732641325632056,
+    "128": 0.046125086258053005,
+    "256": 0.06961923092918094,
+    "512": 0.06518027611891507,
+    "w": null
+   }
+  },
+  {
+   "step": 21501,
+   "loss": 1.0385704040527344,
+   "ema": 1.027852357908087,
+   "lr": 0.00012407989914227602,
+   "value_bits": {
+    "0": 0.43832259024327025,
+    "128": 0.5900164197728042,
+    "256": 0.6042641194036813,
+    "512": 0.6902173039533644,
+    "w": null
+   },
+   "value_n": {
+    "0": 95556,
+    "128": 73710,
+    "256": 97620,
+    "512": 120522,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.021935256643501946,
+    "128": 0.1020993817525412,
+    "256": 0.07348756048469295,
+    "512": 0.06155592989748734,
+    "w": null
+   }
+  },
+  {
+   "step": 21601,
+   "loss": 1.0311373472213745,
+   "ema": 1.029607135722805,
+   "lr": 0.00012220772500147172,
+   "value_bits": {
+    "0": 0.436758226827304,
+    "128": 0.5878278161491854,
+    "256": 0.6016477030836748,
+    "512": 0.6874098602638338,
+    "w": null
+   },
+   "value_n": {
+    "0": 95916,
+    "128": 74046,
+    "256": 98088,
+    "512": 121110,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.021524030782655138,
+    "128": 0.10770289621782271,
+    "256": 0.05589009376947648,
+    "512": 0.1119698460637898,
+    "w": null
+   }
+  },
+  {
+   "step": 21701,
+   "loss": 1.0592633485794067,
+   "ema": 1.030142923714779,
+   "lr": 0.00012040946552825321,
+   "value_bits": {
+    "0": 0.4350014325450304,
+    "128": 0.585720761378746,
+    "256": 0.598991379296073,
+    "512": 0.6846415178177935,
+    "w": null
+   },
+   "value_n": {
+    "0": 96318,
+    "128": 74334,
+    "256": 98604,
+    "512": 121674,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.01583556095659067,
+    "128": 0.04398820050389673,
+    "256": 0.09404275976454857,
+    "512": 0.09018415320797998,
+    "w": null
+   }
+  },
+  {
+   "step": 21801,
+   "loss": 1.024878740310669,
+   "ema": 1.0282852832124518,
+   "lr": 0.00011868543142891201,
+   "value_bits": {
+    "0": 0.43274320325012516,
+    "128": 0.5834509679107592,
+    "256": 0.5966885147230093,
+    "512": 0.6822192822019375,
+    "w": null
+   },
+   "value_n": {
+    "0": 96840,
+    "128": 74634,
+    "256": 99042,
+    "512": 122214,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.016060963352266488,
+    "128": 0.021041542412995953,
+    "256": 0.07826007097329363,
+    "512": 0.13643577049144492,
+    "w": null
+   }
+  },
+  {
+   "step": 21901,
+   "loss": 1.0431277751922607,
+   "ema": 1.0255159128628248,
+   "lr": 0.00011703592058495441,
+   "value_bits": {
+    "0": 0.43118937720692807,
+    "128": 0.5807892443855428,
+    "256": 0.5947146133889937,
+    "512": 0.6793528775824472,
+    "w": null
+   },
+   "value_n": {
+    "0": 97236,
+    "128": 75000,
+    "256": 99420,
+    "512": 122796,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.05120828118871375,
+    "128": 0.038015819300839776,
+    "256": 0.07752113210967286,
+    "512": 0.0774374580525878,
+    "w": null
+   }
+  },
+  {
+   "step": 22001,
+   "loss": 1.040676236152649,
+   "ema": 1.0305893179611312,
+   "lr": 0.00011546121800163398,
+   "value_bits": {
+    "0": 0.4289472343765074,
+    "128": 0.5785850965570263,
+    "256": 0.5920024851987108,
+    "512": 0.6765049228572328,
+    "w": null
+   },
+   "value_n": {
+    "0": 97758,
+    "128": 75312,
+    "256": 99906,
+    "512": 123360,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.011290145758145978,
+    "128": 0.048741868548239385,
+    "256": 0.03718811343343381,
+    "512": 0.05643852491853742,
+    "w": null
+   }
+  },
+  {
+   "step": 22101,
+   "loss": 1.033193588256836,
+   "ema": 1.0316268645076698,
+   "lr": 0.00011396159575870696,
+   "value_bits": {
+    "0": 0.4274896850739898,
+    "128": 0.5761324358252384,
+    "256": 0.5895377325475115,
+    "512": 0.674032488830373,
+    "w": null
+   },
+   "value_n": {
+    "0": 98106,
+    "128": 75678,
+    "256": 100386,
+    "512": 123870,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.01804398186851137,
+    "128": 0.0714472308186635,
+    "256": 0.07653027760851609,
+    "512": 0.07599432892166545,
+    "w": null
+   }
+  },
+  {
+   "step": 22201,
+   "loss": 0.9981616735458374,
+   "ema": 1.0261440313248182,
+   "lr": 0.00011253731296342258,
+   "value_bits": {
+    "0": 0.4258872475601154,
+    "128": 0.5738544334064906,
+    "256": 0.5865873029735701,
+    "512": 0.6712311877104463,
+    "w": null
+   },
+   "value_n": {
+    "0": 98502,
+    "128": 76026,
+    "256": 100944,
+    "512": 124458,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.028895493175860938,
+    "128": 0.07846745913636889,
+    "256": 0.05579550510676182,
+    "512": 0.08109994668100488,
+    "w": null
+   }
+  },
+  {
+   "step": 22301,
+   "loss": 0.9939296245574951,
+   "ema": 1.027480118544097,
+   "lr": 0.00011118861570575383,
+   "value_bits": {
+    "0": 0.4244881567977548,
+    "128": 0.5714277731675514,
+    "256": 0.5838891462049657,
+    "512": 0.6684345730302516,
+    "w": null
+   },
+   "value_n": {
+    "0": 98844,
+    "128": 76392,
+    "256": 101448,
+    "512": 125052,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.021525471785934922,
+    "128": 0.06735872582988042,
+    "256": 0.04348689055021051,
+    "512": 0.0824731759466081,
+    "w": null
+   }
+  },
+  {
+   "step": 22401,
+   "loss": 1.055264949798584,
+   "ema": 1.0243135215282013,
+   "lr": 0.00010991573701587744,
+   "value_bits": {
+    "0": 0.4226059631661204,
+    "128": 0.5695802750445624,
+    "256": 0.581772345254209,
+    "512": 0.6656195344048914,
+    "w": null
+   },
+   "value_n": {
+    "0": 99318,
+    "128": 76674,
+    "256": 101874,
+    "512": 125652,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.03010902788074035,
+    "128": 0.06910482606806495,
+    "256": 0.07767557799510849,
+    "512": 0.07890918410732341,
+    "w": null
+   }
+  },
+  {
+   "step": 22501,
+   "loss": 0.9971351623535156,
+   "ema": 1.0255852001861143,
+   "lr": 0.00010871889682391076,
+   "value_bits": {
+    "0": 0.4207956523611639,
+    "128": 0.567323017921154,
+    "256": 0.5793845944319185,
+    "512": 0.6635813207850676,
+    "w": null
+   },
+   "value_n": {
+    "0": 99762,
+    "128": 77034,
+    "256": 102342,
+    "512": 126102,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.015848696220014644,
+    "128": 0.08656487158721851,
+    "256": 0.05962021992332785,
+    "512": 0.09445772576708703,
+    "w": null
+   }
+  },
+  {
+   "step": 22601,
+   "loss": 0.9946979284286499,
+   "ema": 1.0296903016656977,
+   "lr": 0.00010759830192191176,
+   "value_bits": {
+    "0": 0.4193812493575195,
+    "128": 0.5652642117626339,
+    "256": 0.5768872429953638,
+    "512": 0.6610446138808458,
+    "w": null
+   },
+   "value_n": {
+    "0": 100122,
+    "128": 77340,
+    "256": 102864,
+    "512": 126636,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.027426603664250863,
+    "128": 0.04696985354222819,
+    "256": 0.08726283548601012,
+    "512": 0.06201125426253709,
+    "w": null
+   }
+  },
+  {
+   "step": 22701,
+   "loss": 1.0556490421295166,
+   "ema": 1.0297850382645108,
+   "lr": 0.00010655414592814919,
+   "value_bits": {
+    "0": 0.4177323815685688,
+    "128": 0.5628133855680221,
+    "256": 0.5745516451705232,
+    "512": 0.6586761390735344,
+    "w": null
+   },
+   "value_n": {
+    "0": 100542,
+    "128": 77718,
+    "256": 103332,
+    "512": 127206,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.024665855936858917,
+    "128": 0.06136656574983743,
+    "256": 0.06119922069531082,
+    "512": 0.13247583083021858,
+    "w": null
+   }
+  },
+  {
+   "step": 22801,
+   "loss": 0.9737294316291809,
+   "ema": 1.0252010023994564,
+   "lr": 0.00010558660925364902,
+   "value_bits": {
+    "0": 0.4160857791238126,
+    "128": 0.5600930102087026,
+    "256": 0.5722755016759469,
+    "512": 0.6559333435089656,
+    "w": null
+   },
+   "value_n": {
+    "0": 100980,
+    "128": 78120,
+    "256": 103764,
+    "512": 127812,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.038111571359705075,
+    "128": 0.03416730827938543,
+    "256": 0.027834623014923305,
+    "512": 0.08019068247505307,
+    "w": null
+   }
+  },
+  {
+   "step": 22901,
+   "loss": 1.0128746032714844,
+   "ema": 1.0246241430219987,
+   "lr": 0.0001046958590710223,
+   "value_bits": {
+    "0": 0.4140639167504894,
+    "128": 0.5583082715919292,
+    "256": 0.5705261104061139,
+    "512": 0.6535691154332757,
+    "w": null
+   },
+   "value_n": {
+    "0": 101490,
+    "128": 78420,
+    "256": 104178,
+    "512": 128358,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.013735166832507265,
+    "128": 0.09356233578412863,
+    "256": 0.13206273909464805,
+    "512": 0.1001319014954057,
+    "w": null
+   }
+  },
+  {
+   "step": 23001,
+   "loss": 0.9869681596755981,
+   "ema": 1.025397427720494,
+   "lr": 0.00010388204928558148,
+   "value_bits": {
+    "0": 0.4125119193654366,
+    "128": 0.5561741278198515,
+    "256": 0.568311108971009,
+    "512": 0.6509622908964875,
+    "w": null
+   },
+   "value_n": {
+    "0": 101892,
+    "128": 78756,
+    "256": 104646,
+    "512": 128946,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.020690489989770203,
+    "128": 0.058080215300998654,
+    "256": 0.0752461100257899,
+    "512": 0.08190313461579712,
+    "w": null
+   }
+  },
+  {
+   "step": 23101,
+   "loss": 0.9935962557792664,
+   "ema": 1.0256892354809573,
+   "lr": 0.00010314532050874761,
+   "value_bits": {
+    "0": 0.41073663294705165,
+    "128": 0.5539680270611423,
+    "256": 0.5663948529513375,
+    "512": 0.6488421678343597,
+    "w": null
+   },
+   "value_n": {
+    "0": 102366,
+    "128": 79098,
+    "256": 105054,
+    "512": 129462,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.029117468934237754,
+    "128": 0.045945596204705404,
+    "256": 0.07490336414120237,
+    "512": 0.11903327564610298,
+    "w": null
+   }
+  },
+  {
+   "step": 23201,
+   "loss": 1.0195589065551758,
+   "ema": 1.0210970859833932,
+   "lr": 0.00010248580003375586,
+   "value_bits": {
+    "0": 0.4090068411607322,
+    "128": 0.5522738176995072,
+    "256": 0.5641804188761101,
+    "512": 0.6459578346242291,
+    "w": null
+   },
+   "value_n": {
+    "0": 102822,
+    "128": 79398,
+    "256": 105504,
+    "512": 130104,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.020691345550246022,
+    "128": 0.10557857741077867,
+    "256": 0.047213402567339115,
+    "512": 0.06431991242808943,
+    "w": null
+   }
+  },
+  {
+   "step": 23301,
+   "loss": 1.0640017986297607,
+   "ema": 1.0258949597702116,
+   "lr": 0.00010190360181366123,
+   "value_bits": {
+    "0": 0.40747624303036367,
+    "128": 0.5504829497021054,
+    "256": 0.5618075501705542,
+    "512": 0.6437589458991763,
+    "w": null
+   },
+   "value_n": {
+    "0": 103254,
+    "128": 79674,
+    "256": 106032,
+    "512": 130632,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.04317262969529351,
+    "128": 0.03529694514521019,
+    "256": 0.08766523973310637,
+    "512": 0.10193277414866467,
+    "w": null
+   }
+  },
+  {
+   "step": 23401,
+   "loss": 1.0107849836349487,
+   "ema": 1.0222894687467285,
+   "lr": 0.00010139882644164988,
+   "value_bits": {
+    "0": 0.4053857178662841,
+    "128": 0.548645851216846,
+    "256": 0.5598908869484357,
+    "512": 0.6416192298861975,
+    "w": null
+   },
+   "value_n": {
+    "0": 103800,
+    "128": 79962,
+    "256": 106452,
+    "512": 131130,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.010046733815228534,
+    "128": 0.040420209846834455,
+    "256": 0.076015566073047,
+    "512": 0.0803433619997502,
+    "w": null
+   }
+  },
+  {
+   "step": 23501,
+   "loss": 1.0366413593292236,
+   "ema": 1.0250727313586734,
+   "lr": 0.00010097156113365811,
+   "value_bits": {
+    "0": 0.4039238966785135,
+    "128": 0.5463225473967843,
+    "256": 0.5572011907135898,
+    "512": 0.6394204266355076,
+    "w": null
+   },
+   "value_n": {
+    "0": 104244,
+    "128": 80334,
+    "256": 106998,
+    "512": 131670,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.062173808186201864,
+    "128": 0.04692464401031536,
+    "256": 0.03279909622307213,
+    "512": 0.10547770392632053,
+    "w": null
+   }
+  },
+  {
+   "step": 23601,
+   "loss": 1.0038609504699707,
+   "ema": 1.0214348798083934,
+   "lr": 0.00010062187971330323,
+   "value_bits": {
+    "0": 0.4025901884387487,
+    "128": 0.5442719861995459,
+    "256": 0.5548505087705736,
+    "512": 0.6372555893805766,
+    "w": null
+   },
+   "value_n": {
+    "0": 104604,
+    "128": 80670,
+    "256": 107508,
+    "512": 132180,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.01639273914420044,
+    "128": 0.054004774238373646,
+    "256": 0.0616774371258035,
+    "512": 0.07834554750458286,
+    "w": null
+   }
+  },
+  {
+   "step": 23701,
+   "loss": 1.0266292095184326,
+   "ema": 1.02225676730461,
+   "lr": 0.00010034984259912822,
+   "value_bits": {
+    "0": 0.4009828956524893,
+    "128": 0.5422036578547663,
+    "256": 0.5526263581870254,
+    "512": 0.6346214736998548,
+    "w": null
+   },
+   "value_n": {
+    "0": 105054,
+    "128": 81000,
+    "256": 107970,
+    "512": 132816,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.027362329843863584,
+    "128": 0.03659139248092404,
+    "256": 0.03506362888811307,
+    "512": 0.08717271477248079,
+    "w": null
+   }
+  },
+  {
+   "step": 23801,
+   "loss": 1.0055515766143799,
+   "ema": 1.020670472079525,
+   "lr": 0.00010015549679416248,
+   "value_bits": {
+    "0": 0.39932463322964923,
+    "128": 0.5403008600419081,
+    "256": 0.5507048644093123,
+    "512": 0.6324575659571817,
+    "w": null
+   },
+   "value_n": {
+    "0": 105516,
+    "128": 81360,
+    "256": 108426,
+    "512": 133386,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.02225298697631361,
+    "128": 0.11217135214879986,
+    "256": 0.09574064690999899,
+    "512": 0.12824428393809018,
+    "w": null
+   }
+  },
+  {
+   "step": 23901,
+   "loss": 1.0371019840240479,
+   "ema": 1.0284092447480533,
+   "lr": 0.0001000388758778005,
+   "value_bits": {
+    "0": 0.39785945408326406,
+    "128": 0.53773723139992,
+    "256": 0.5484326521804155,
+    "512": 0.630383551749553,
+    "w": null
+   },
+   "value_n": {
+    "0": 105924,
+    "128": 81792,
+    "256": 108942,
+    "512": 133926,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.01893827072548167,
+    "128": 0.05492050382549675,
+    "256": 0.07097745231534805,
+    "512": 0.11807899786296196,
+    "w": null
+   }
+  },
+  {
+   "step": 24000,
+   "loss": 1.0247046947479248,
+   "ema": 1.02618182856592,
+   "lr": 0.00010000000388764377,
+   "value_bits": {
+    "0": 0.3963729544313069,
+    "128": 0.5354316601899943,
+    "256": 0.546868753498623,
+    "512": 0.628265610054172,
+    "w": null
+   },
+   "value_n": {
+    "0": 106356,
+    "128": 82182,
+    "256": 109302,
+    "512": 134442,
+    "w": 0
+   },
+   "value_bits_window": {
+    "0": 0.031891498102805005,
+    "128": 0.05190017197911961,
+    "256": 0.07360694741018325,
+    "512": 0.07856123118675756,
+    "w": null
+   }
+  }
+ ],
+ "wall_s": 1130.758066892624,
+ "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/32/open": {
+    "bits": 6.868994524567717,
+    "n": 99
+   },
+   "data/32/head": {
+    "bits": 1.432918713152329,
+    "n": 792
+   },
+   "data/32/body": {
+    "bits": 3.032589431218105,
+    "n": 2178
+   },
+   "data/32/close": {
+    "bits": 2.044991455703785,
+    "n": 99
+   },
+   "data/128/open": {
+    "bits": 7.130271835580236,
+    "n": 73
+   },
+   "data/128/head": {
+    "bits": 1.4463499164239253,
+    "n": 584
+   },
+   "data/128/body": {
+    "bits": 2.2388489748937817,
+    "n": 8614
+   },
+   "data/128/close": {
+    "bits": 7.082123742271408,
+    "n": 73
+   },
+   "data/256/open": {
+    "bits": 6.680565602650951,
+    "n": 64
+   },
+   "data/256/head": {
+    "bits": 1.5129869616900757,
+    "n": 512
+   },
+   "data/256/body": {
+    "bits": 1.8986711592390746,
+    "n": 15744
+   },
+   "data/256/close": {
+    "bits": 9.159582887699854,
+    "n": 64
+   },
+   "data/512/open": {
+    "bits": 6.611189346044598,
+    "n": 73
+   },
+   "data/512/head": {
+    "bits": 1.4652802741384143,
+    "n": 584
+   },
+   "data/512/body": {
+    "bits": 1.7016163551578507,
+    "n": 36646
+   },
+   "data/512/close": {
+    "bits": 7.187000911372721,
+    "n": 73
+   },
+   "think/512/open": {
+    "bits": 8.216438050594867,
+    "n": 28
+   },
+   "think/512/head": {
+    "bits": 2.389149107089533,
+    "n": 224
+   },
+   "think/512/body": {
+    "bits": 1.4855758194796995,
+    "n": 13288
+   },
+   "think/512/close": {
+    "bits": 9.210302719686872,
+    "n": 28
+   },
+   "think/128/open": {
+    "bits": 8.170608346253012,
+    "n": 26
+   },
+   "think/128/head": {
+    "bits": 2.321656292101732,
+    "n": 208
+   },
+   "think/128/body": {
+    "bits": 1.5695883811817657,
+    "n": 2908
+   },
+   "think/128/close": {
+    "bits": 9.089796267870742,
+    "n": 26
+   },
+   "think/32/open": {
+    "bits": 7.765038760055173,
+    "n": 23
+   },
+   "think/32/head": {
+    "bits": 2.4378985978913867,
+    "n": 184
+   },
+   "think/32/body": {
+    "bits": 1.4812890246042603,
+    "n": 506
+   },
+   "think/32/close": {
+    "bits": 8.720358746869795,
+    "n": 23
+   },
+   "think/256/open": {
+    "bits": 8.421594164724151,
+    "n": 30
+   },
+   "think/256/head": {
+    "bits": 2.168056058449523,
+    "n": 240
+   },
+   "think/256/body": {
+    "bits": 1.4987957319878187,
+    "n": 6676
+   },
+   "think/256/close": {
+    "bits": 9.887739212040909,
+    "n": 30
+   },
+   "data/64/open": {
+    "bits": 11.243018019966497,
+    "n": 11
+   },
+   "data/64/head": {
+    "bits": 1.4351627305774162,
+    "n": 88
+   },
+   "data/64/body": {
+    "bits": 2.766263648162218,
+    "n": 594
+   },
+   "data/64/close": {
+    "bits": 6.241455309322435,
+    "n": 11
+   }
+  },
+  "by_kind_depth": {
+   "data/depth1": {
+    "bits": 1.8905215381606628,
+    "n": 65344
+   },
+   "think/depth1": {
+    "bits": 1.5916365823464378,
+    "n": 24448
+   },
+   "data/depth2": {
+    "bits": 2.5239100094044202,
+    "n": 1632
+   }
+  },
+  "outside": {
+   "bits": 1.4362644707144694,
+   "n": 695008
+  }
+ },
+ "fetch_by_frame": {
+  "data/128/depth0": {
+   "n": 42,
+   "value_bits": 0.2777601002617155,
+   "first_byte": 0.9761904761904762,
+   "full_value": 0.9523809523809523,
+   "dist": 342.9761904761905
+  },
+  "data/256/depth0": {
+   "n": 39,
+   "value_bits": 0.454287712065619,
+   "first_byte": 0.9743589743589743,
+   "full_value": 0.9487179487179487,
+   "dist": 425.84615384615387
+  },
+  "data/32/depth0": {
+   "n": 55,
+   "value_bits": 0.09403929256472442,
+   "first_byte": 1.0,
+   "full_value": 1.0,
+   "dist": 151.8909090909091
+  },
+  "data/512/depth0": {
+   "n": 41,
+   "value_bits": 0.30403805471094647,
+   "first_byte": 1.0,
+   "full_value": 0.926829268292683,
+   "dist": 679.8048780487804
+  },
+  "data/32/depth1": {
+   "n": 3,
+   "value_bits": 0.014152756220304196,
+   "first_byte": 1.0,
+   "full_value": 1.0,
+   "dist": 160.0
+  },
+  "data/64/depth1": {
+   "n": 7,
+   "value_bits": 0.1960051376296458,
+   "first_byte": 1.0,
+   "full_value": 1.0,
+   "dist": 468.57142857142856
+  },
+  "data/128/depth1": {
+   "n": 5,
+   "value_bits": 0.3108470226628463,
+   "first_byte": 1.0,
+   "full_value": 1.0,
+   "dist": 439.4
+  }
+ },
+ "fetch_by_frame_bank_off": {
+  "data/128/depth0": {
+   "n": 42,
+   "value_bits": 9.327312090769741,
+   "first_byte": 0.5,
+   "full_value": 0.16666666666666666,
+   "dist": 342.9761904761905
+  },
+  "data/256/depth0": {
+   "n": 39,
+   "value_bits": 10.520423305992813,
+   "first_byte": 0.2564102564102564,
+   "full_value": 0.07692307692307693,
+   "dist": 425.84615384615387
+  },
+  "data/32/depth0": {
+   "n": 55,
+   "value_bits": 7.129730425842487,
+   "first_byte": 0.4727272727272727,
+   "full_value": 0.2727272727272727,
+   "dist": 151.8909090909091
+  },
+  "data/512/depth0": {
+   "n": 41,
+   "value_bits": 11.761153138655759,
+   "first_byte": 0.24390243902439024,
+   "full_value": 0.07317073170731707,
+   "dist": 679.8048780487804
+  },
+  "data/32/depth1": {
+   "n": 3,
+   "value_bits": 4.303531159603207,
+   "first_byte": 1.0,
+   "full_value": 0.0,
+   "dist": 160.0
+  },
+  "data/64/depth1": {
+   "n": 7,
+   "value_bits": 8.42349033487229,
+   "first_byte": 0.5714285714285714,
+   "full_value": 0.42857142857142855,
+   "dist": 468.57142857142856
+  },
+  "data/128/depth1": {
+   "n": 5,
+   "value_bits": 15.750480046856968,
+   "first_byte": 0.0,
+   "full_value": 0.0,
+   "dist": 439.4
+  }
+ },
+ "canary": {
+  "prefix_bytes": 5,
+  "frame_bytes": 32,
+  "frame_records": 1,
+  "register": "caption",
+  "scheme": "mode",
+  "plain": {
+   "bits": 1.4250522973904434,
+   "by_position": {
+    "0-64": 1.954043751841973,
+    "64-256": 1.5185657395237975,
+    "256-1024": 1.4241458356108845,
+    "1024-2048": 1.4058388473741392,
+    "2048-4096": 1.4097010789593563,
+    "4096+": null
+   }
+  },
+  "tag": {
+   "bits": 1.4277563483632123,
+   "by_position": {
+    "0-64": 1.9499564587052844,
+    "64-256": 1.538143880345762,
+    "256-1024": 1.4307898361232696,
+    "1024-2048": 1.4064353989508507,
+    "2048-4096": 1.4106116974868441,
+    "4096+": null
+   }
+  },
+  "frame": {
+   "bits": 1.4497418795232475,
+   "by_position": {
+    "0-64": 2.9736422275086567,
+    "64-256": 1.598444582949371,
+    "256-1024": 1.4467760751591694,
+    "1024-2048": 1.4061961189210939,
+    "2048-4096": 1.4110642291261795,
+    "4096+": null
+   }
+  }
+ },
+ "formation": {
+  "register": "caption",
+  "uniform_bits": 4.700439718141092,
+  "margin": 0.2,
+  "near_band_value_bits_at_end": 0.02367389021832988,
+  "first_step_under": 1301,
+  "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": 1.5185657395237975
+ },
+ "weights": "bed/alhena-both_s1_L24000_ctx4096_frdyn_cap_mode_sz32-128-256-512_r4_n30_o0_askany_p75d_gag50_gc48_ac83_kh50_va1_pt10b4h0pa_krt16r218e_ahdigit1_id10_c83entry/model.safetensors",
+ "idx_dose": 0.1,
+ "grid": {
+  "layout": "AG48",
+  "p": 0.5,
+  "n_ag": 4,
+  "rotary": {
+   "form": "anchored",
+   "pairs": 16,
+   "rel_pairs": 2,
+   "content_pairs": 2,
+   "anchor_freqs": 4,
+   "levels": 3,
+   "ntk_scale": 4.0,
+   "base": 10000.0,
+   "null": 8,
+   "w": [
+    1.0,
+    0.0025,
+    0.0,
+    0.0,
+    0.6981317007977318,
+    1.3962634015954636,
+    2.0943951023931953,
+    2.792526803190927,
+    0.6981317007977318,
+    1.3962634015954636,
+    2.0943951023931953,
+    2.792526803190927,
+    0.6981317007977318,
+    1.3962634015954636,
+    2.0943951023931953,
+    2.792526803190927
+   ],
+   "kind": [
+    0,
+    0,
+    1,
+    1,
+    2,
+    2,
+    2,
+    2,
+    3,
+    3,
+    3,
+    3,
+    4,
+    4,
+    4,
+    4
+   ],
+   "code": "8x3"
+  },
+  "head": {
+   "form": "digit",
+   "lam": 1.0,
+   "params": 6168,
+   "novelty": {
+    "novelty": 0.9790482150149444,
+    "cos": 0.020951784985055566,
+    "grad_norm_ce": 1.2954925445585104,
+    "grad_norm_head": 2.5833729788620405,
+    "ce": 5.596385955810547,
+    "term": 9.638320922851562,
+    "ptr": {
+     "novelty": 0.9801900149670348,
+     "cos": -0.019809985032965206,
+     "grad_norm": 1.1189058060983752,
+     "term": 5.044195652008057,
+     "mass": 0.0065204487182199955,
+     "mass_pos": [
+      0.006186762358993292,
+      0.006568078882992268,
+      0.006806505843997002
+     ]
+    }
+   },
+   "term_step1": 9.768527030944824,
+   "term_last50": 1.1086373631563617e-07,
+   "descended": true,
+   "curve": [
+    [
+     1,
+     9.768527030944824
+    ],
+    [
+     101,
+     0.8257161378860474
+    ],
+    [
+     201,
+     0.027522554621100426
+    ],
+    [
+     301,
+     0.0025119190104305744
+    ],
+    [
+     401,
+     0.0003918448928743601
+    ],
+    [
+     501,
+     0.00010285916505381465
+    ],
+    [
+     601,
+     0.0001905755343614146
+    ],
+    [
+     701,
+     5.091889397590421e-05
+    ],
+    [
+     801,
+     4.524462565314025e-05
+    ],
+    [
+     901,
+     4.426327359396964e-05
+    ],
+    [
+     1001,
+     7.930878200568259e-05
+    ],
+    [
+     1101,
+     5.0890881539089605e-05
+    ],
+    [
+     1201,
+     2.672247137525119e-05
+    ],
+    [
+     1301,
+     0.00014528945030178875
+    ],
+    [
+     1401,
+     0.0001525956904515624
+    ],
+    [
+     1501,
+     7.308409840334207e-05
+    ],
+    [
+     1601,
+     0.0001544013648526743
+    ],
+    [
+     1701,
+     6.197466427693143e-05
+    ],
+    [
+     1801,
+     0.0001785423664841801
+    ],
+    [
+     1901,
+     2.1344056222005747e-05
+    ],
+    [
+     2001,
+     1.0242917596769985e-05
+    ],
+    [
+     2101,
+     0.03035711869597435
+    ],
+    [
+     2201,
+     8.843376417644322e-05
+    ],
+    [
+     2301,
+     0.0001056089749909006
+    ],
+    [
+     2401,
+     1.2040970432281028e-05
+    ],
+    [
+     2501,
+     7.611053206346696e-06
+    ],
+    [
+     2601,
+     0.030038636177778244
+    ],
+    [
+     2701,
+     1.315155350312125e-05
+    ],
+    [
+     2801,
+     1.2456973308871966e-05
+    ],
+    [
+     2901,
+     2.486647417754284e-06
+    ],
+    [
+     3001,
+     2.4961927920230664e-06
+    ],
+    [
+     3101,
+     1.987919404200511e-06
+    ],
+    [
+     3201,
+     3.170959189446876e-06
+    ],
+    [
+     3301,
+     2.903575932577951e-06
+    ],
+    [
+     3401,
+     1.2674404388235416e-06
+    ],
+    [
+     3501,
+     1.4328455790746375e-06
+    ],
+    [
+     3601,
+     0.0016264416044577956
+    ],
+    [
+     3701,
+     0.00020260308519937098
+    ],
+    [
+     3801,
+     2.809733587127994e-06
+    ],
+    [
+     3901,
+     0.00010890628618653864
+    ],
+    [
+     4001,
+     9.042055899044499e-05
+    ],
+    [
+     4101,
+     7.052555702102836e-06
+    ],
+    [
+     4201,
+     9.041665180120617e-06
+    ],
+    [
+     4301,
+     1.7085874333133688e-06
+    ],
+    [
+     4401,
+     4.5226306610857137e-07
+    ],
+    [
+     4501,
+     3.1226943519868655e-07
+    ],
+    [
+     4601,
+     4.0500546560906514e-07
+    ],
+    [
+     4701,
+     3.136553061722225e-07
+    ],
+    [
+     4801,
+     1.7213497471857409e-07
+    ],
+    [
+     4901,
+     4.2071582129210583e-07
+    ],
+    [
+     5001,
+     1.5064033505041152e-06
+    ],
+    [
+     5101,
+     3.000699280164554e-07
+    ],
+    [
+     5201,
+     3.4440819263181766e-07
+    ],
+    [
+     5301,
+     4.069231636094628e-07
+    ],
+    [
+     5401,
+     3.1451054383069277e-07
+    ],
+    [
+     5501,
+     1.5547680050076451e-06
+    ],
+    [
+     5601,
+     1.2286363926250488e-06
+    ],
+    [
+     5701,
+     3.392283360881265e-07
+    ],
+    [
+     5801,
+     4.5269379711498914e-07
+    ],
+    [
+     5901,
+     4.735273932965356e-07
+    ],
+    [
+     6001,
+     0.00024193339049816132
+    ],
+    [
+     6101,
+     2.1521441340155434e-06
+    ],
+    [
+     6201,
+     4.382770839583827e-07
+    ],
+    [
+     6301,
+     2.3058957765442756e-07
+    ],
+    [
+     6401,
+     1.7998297607846325e-06
+    ],
+    [
+     6501,
+     1.1858566040245933e-07
+    ],
+    [
+     6601,
+     6.586712402167905e-07
+    ],
+    [
+     6701,
+     2.4231942006736062e-05
+    ],
+    [
+     6801,
+     1.494555181125179e-05
+    ],
+    [
+     6901,
+     7.3978089858428575e-06
+    ],
+    [
+     7001,
+     3.729534228114062e-07
+    ],
+    [
+     7101,
+     7.540927526861196e-07
+    ],
+    [
+     7201,
+     1.5840092260077654e-07
+    ],
+    [
+     7301,
+     9.890567298498354e-08
+    ],
+    [
+     7401,
+     2.5906214773385727e-07
+    ],
+    [
+     7501,
+     1.4665823755422025e-07
+    ],
+    [
+     7601,
+     2.4221303647209425e-06
+    ],
+    [
+     7701,
+     1.081991854334774e-06
+    ],
+    [
+     7801,
+     3.292317103387177e-07
+    ],
+    [
+     7901,
+     2.7089211585007433e-07
+    ],
+    [
+     8001,
+     7.42213615012588e-08
+    ],
+    [
+     8101,
+     1.079801279502135e-07
+    ],
+    [
+     8201,
+     1.2886072909168433e-05
+    ],
+    [
+     8301,
+     8.72062737471424e-05
+    ],
+    [
+     8401,
+     6.19722072769946e-07
+    ],
+    [
+     8501,
+     4.240658654453e-06
+    ],
+    [
+     8601,
+     1.2922633629841584e-07
+    ],
+    [
+     8701,
+     2.428457150926988e-07
+    ],
+    [
+     8801,
+     6.567850618921511e-08
+    ],
+    [
+     8901,
+     3.695028638617259e-08
+    ],
+    [
+     9001,
+     1.2923814907139786e-08
+    ],
+    [
+     9101,
+     1.9876210899383295e-07
+    ],
+    [
+     9201,
+     3.4030142614938086e-07
+    ],
+    [
+     9301,
+     1.6927705814850924e-07
+    ],
+    [
+     9401,
+     5.632412012346322e-07
+    ],
+    [
+     9501,
+     1.3151837265468203e-05
+    ],
+    [
+     9601,
+     4.690417654273915e-07
+    ],
+    [
+     9701,
+     3.4683793614931346e-07
+    ],
+    [
+     9801,
+     5.199392916210854e-08
+    ],
+    [
+     9901,
+     8.258174943875929e-08
+    ],
+    [
+     10001,
+     1.576106001266453e-07
+    ],
+    [
+     10101,
+     1.6718949780170078e-08
+    ],
+    [
+     10201,
+     1.1669361583699356e-06
+    ],
+    [
+     10301,
+     3.2886015105759725e-05
+    ],
+    [
+     10401,
+     1.920668353250221e-07
+    ],
+    [
+     10501,
+     1.2303119945045182e-07
+    ],
+    [
+     10601,
+     1.781462373173781e-07
+    ],
+    [
+     10701,
+     8.6345471572713e-07
+    ],
+    [
+     10801,
+     3.563071260259676e-08
+    ],
+    [
+     10901,
+     2.9269868306869284e-08
+    ],
+    [
+     11001,
+     5.0270969609300664e-08
+    ],
+    [
+     11101,
+     4.9970633853035906e-08
+    ],
+    [
+     11201,
+     8.845485695019306e-07
+    ],
+    [
+     11301,
+     7.43807593295287e-09
+    ],
+    [
+     11401,
+     1.0425234897581959e-08
+    ],
+    [
+     11501,
+     1.577041608413765e-08
+    ],
+    [
+     11601,
+     1.1778253110605874e-06
+    ],
+    [
+     11701,
+     4.614076587472482e-08
+    ],
+    [
+     11801,
+     3.001048654027727e-08
+    ],
+    [
+     11901,
+     5.8569142424858e-08
+    ],
+    [
+     12001,
+     5.6456485708622495e-08
+    ],
+    [
+     12101,
+     7.460180739826683e-08
+    ],
+    [
+     12201,
+     2.4118264718708815e-08
+    ],
+    [
+     12301,
+     8.157877573466976e-08
+    ],
+    [
+     12401,
+     4.214934534729764e-08
+    ],
+    [
+     12501,
+     5.944924552636621e-08
+    ],
+    [
+     12601,
+     4.347538151705521e-08
+    ],
+    [
+     12701,
+     2.5712699880386936e-07
+    ],
+    [
+     12801,
+     1.0210245818598196e-05
+    ],
+    [
+     12901,
+     8.983214172531007e-08
+    ],
+    [
+     13001,
+     7.407456337205076e-08
+    ],
+    [
+     13101,
+     1.6698997740149935e-07
+    ],
+    [
+     13201,
+     7.099286847278563e-08
+    ],
+    [
+     13301,
+     2.6811814990423954e-08
+    ],
+    [
+     13401,
+     8.031666709484853e-08
+    ],
+    [
+     13501,
+     2.7935499247178086e-08
+    ],
+    [
+     13601,
+     1.4167166106915374e-08
+    ],
+    [
+     13701,
+     8.53113647281134e-07
+    ],
+    [
+     13801,
+     1.3748696403581562e-08
+    ],
+    [
+     13901,
+     5.412211976363324e-07
+    ],
+    [
+     14001,
+     3.5488432104102685e-07
+    ],
+    [
+     14101,
+     9.422179658713503e-08
+    ],
+    [
+     14201,
+     7.571262017336267e-08
+    ],
+    [
+     14301,
+     2.5592452601586047e-08
+    ],
+    [
+     14401,
+     8.387615935134818e-08
+    ],
+    [
+     14501,
+     2.1442538411520218e-08
+    ],
+    [
+     14601,
+     6.101322469476145e-08
+    ],
+    [
+     14701,
+     6.896634374697896e-08
+    ],
+    [
+     14801,
+     2.5860451557946362e-08
+    ],
+    [
+     14901,
+     1.0828792795791742e-07
+    ],
+    [
+     15001,
+     1.6844564854068267e-08
+    ],
+    [
+     15101,
+     1.8347350305703003e-08
+    ],
+    [
+     15201,
+     3.8087151210675074e-08
+    ],
+    [
+     15301,
+     2.6426132393453372e-08
+    ],
+    [
+     15401,
+     4.9018467507266905e-08
+    ],
+    [
+     15501,
+     2.4469482440281354e-08
+    ],
+    [
+     15601,
+     5.583292406186047e-08
+    ],
+    [
+     15701,
+     1.1560454815651156e-08
+    ],
+    [
+     15801,
+     9.211984064450007e-09
+    ],
+    [
+     15901,
+     1.2007782061118633e-05
+    ],
+    [
+     16001,
+     1.8868277606998163e-07
+    ],
+    [
+     16101,
+     2.65516717945502e-07
+    ],
+    [
+     16201,
+     9.410105406004732e-08
+    ],
+    [
+     16301,
+     6.358742865586464e-08
+    ],
+    [
+     16401,
+     1.4320725938432588e-07
+    ],
+    [
+     16501,
+     7.836549542616922e-08
+    ],
+    [
+     16601,
+     2.966697465467405e-08
+    ],
+    [
+     16701,
+     3.47418222190754e-07
+    ],
+    [
+     16801,
+     1.2777678470854426e-08
+    ],
+    [
+     16901,
+     3.125291136996111e-09
+    ],
+    [
+     17001,
+     1.2548757410968392e-07
+    ],
+    [
+     17101,
+     6.32755430274301e-08
+    ],
+    [
+     17201,
+     7.740869278904938e-09
+    ],
+    [
+     17301,
+     1.614120748172354e-08
+    ],
+    [
+     17401,
+     2.8864988621535304e-08
+    ],
+    [
+     17501,
+     1.9737962020371924e-07
+    ],
+    [
+     17601,
+     1.2839595342484245e-07
+    ],
+    [
+     17701,
+     3.3551494027506124e-08
+    ],
+    [
+     17801,
+     3.2256515680728626e-08
+    ],
+    [
+     17901,
+     2.4356669570124723e-08
+    ],
+    [
+     18001,
+     2.9131696166473375e-08
+    ],
+    [
+     18101,
+     4.273901232920707e-09
+    ],
+    [
+     18201,
+     1.788116676948448e-08
+    ],
+    [
+     18301,
+     5.309244954787573e-08
+    ],
+    [
+     18401,
+     1.842489538717018e-08
+    ],
+    [
+     18501,
+     1.5920399221158732e-08
+    ],
+    [
+     18601,
+     1.9424053476768677e-08
+    ],
+    [
+     18701,
+     3.2903819668916867e-09
+    ],
+    [
+     18801,
+     3.27797025079235e-08
+    ],
+    [
+     18901,
+     5.156355697977233e-08
+    ],
+    [
+     19001,
+     7.725316208961885e-08
+    ],
+    [
+     19101,
+     6.402774488378782e-08
+    ],
+    [
+     19201,
+     7.2289458863394884e-09
+    ],
+    [
+     19301,
+     4.763920813388722e-09
+    ],
+    [
+     19401,
+     3.788526470316356e-08
+    ],
+    [
+     19501,
+     7.698076842643786e-09
+    ],
+    [
+     19601,
+     1.6436526806273832e-08
+    ],
+    [
+     19701,
+     3.8313043404514247e-08
+    ],
+    [
+     19801,
+     1.5153329258055237e-08
+    ],
+    [
+     19901,
+     2.5482544963040255e-09
+    ],
+    [
+     20001,
+     7.900435861074584e-09
+    ],
+    [
+     20101,
+     7.254905565190484e-09
+    ],
+    [
+     20201,
+     2.7605471242253543e-09
+    ],
+    [
+     20301,
+     4.756311966502835e-08
+    ],
+    [
+     20401,
+     3.4209492127956764e-08
+    ],
+    [
+     20501,
+     4.38017551118719e-08
+    ],
+    [
+     20601,
+     2.434645907101185e-08
+    ],
+    [
+     20701,
+     7.879755514750286e-09
+    ],
+    [
+     20801,
+     4.779895590445449e-08
+    ],
+    [
+     20901,
+     5.056833174421627e-09
+    ],
+    [
+     21001,
+     1.4987622876105888e-07
+    ],
+    [
+     21101,
+     6.2138965084557185e-09
+    ],
+    [
+     21201,
+     1.396719540025515e-07
+    ],
+    [
+     21301,
+     1.3266531873057374e-08
+    ],
+    [
+     21401,
+     1.4875638498779153e-08
+    ],
+    [
+     21501,
+     5.29246646507886e-09
+    ],
+    [
+     21601,
+     1.699827123502473e-08
+    ],
+    [
+     21701,
+     2.0075695772447943e-08
+    ],
+    [
+     21801,
+     4.383633900317818e-09
+    ],
+    [
+     21901,
+     2.1352235535232467e-08
+    ],
+    [
+     22001,
+     6.8154530907804656e-09
+    ],
+    [
+     22101,
+     3.724327513054959e-08
+    ],
+    [
+     22201,
+     4.513182716436859e-09
+    ],
+    [
+     22301,
+     1.8565411608051363e-07
+    ],
+    [
+     22401,
+     1.600674615076514e-08
+    ],
+    [
+     22501,
+     3.659751612872242e-08
+    ],
+    [
+     22601,
+     9.69889946134117e-09
+    ],
+    [
+     22701,
+     2.3528551196250191e-07
+    ],
+    [
+     22801,
+     9.103342968330708e-09
+    ],
+    [
+     22901,
+     2.765337114851718e-08
+    ],
+    [
+     23001,
+     1.6717126527510118e-07
+    ],
+    [
+     23101,
+     1.0425381447021209e-08
+    ],
+    [
+     23201,
+     1.550930583960053e-08
+    ],
+    [
+     23301,
+     5.569670058491738e-09
+    ],
+    [
+     23401,
+     6.381835504498667e-08
+    ],
+    [
+     23501,
+     1.3789008157516491e-08
+    ],
+    [
+     23601,
+     1.2439933527730318e-08
+    ],
+    [
+     23701,
+     7.420582814887666e-09
+    ],
+    [
+     23801,
+     3.154385908032964e-08
+    ],
+    [
+     23901,
+     1.619488187998286e-08
+    ],
+    [
+     24000,
+     2.731850656800816e-08
+    ]
+   ]
+  },
+  "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": 0.006261938717216253,
+    "ptr_mass_addr": [
+     0.006429631263017654,
+     0.006670864764600992
+    ]
+   },
+   {
+    "step": 2000,
+    "index_right": 1.0,
+    "whole": 0.9869791666666666,
+    "head_right": 1.0,
+    "whole_null_request": 0.0,
+    "hard_index_right": 1.0,
+    "ptr_mass": 0.9999949336051941,
+    "ptr_mass_addr": [
+     0.999991238117218,
+     0.999973475933075
+    ]
+   },
+   {
+    "step": 4000,
+    "index_right": 0.9557291666666666,
+    "whole": 0.9869791666666666,
+    "head_right": 1.0,
+    "whole_null_request": 0.0,
+    "hard_index_right": 0.9765625,
+    "ptr_mass": 0.9999005198478699,
+    "ptr_mass_addr": [
+     0.9999399185180664,
+     0.9999892711639404
+    ]
+   },
+   {
+    "step": 6000,
+    "index_right": 0.9817708333333334,
+    "whole": 0.9817708333333334,
+    "head_right": 1.0,
+    "whole_null_request": 0.0,
+    "hard_index_right": 0.9765625,
+    "ptr_mass": 0.9999771118164062,
+    "ptr_mass_addr": [
+     0.9999818801879883,
+     0.9999995231628418
+    ]
+   },
+   {
+    "step": 8000,
+    "index_right": 1.0,
+    "whole": 0.9947916666666666,
+    "head_right": 1.0,
+    "whole_null_request": 0.0,
+    "hard_index_right": 1.0,
+    "ptr_mass": 0.9999917149543762,
+    "ptr_mass_addr": [
+     0.999997615814209,
+     0.9999986290931702
+    ]
+   },
+   {
+    "step": 10000,
+    "index_right": 1.0,
+    "whole": 0.9973958333333334,
+    "head_right": 1.0,
+    "whole_null_request": 0.0,
+    "hard_index_right": 1.0,
+    "ptr_mass": 0.9999982714653015,
+    "ptr_mass_addr": [
+     0.9999964833259583,
+     0.9999983906745911
+    ]
+   },
+   {
+    "step": 12000,
+    "index_right": 0.9973958333333334,
+    "whole": 1.0,
+    "head_right": 1.0,
+    "whole_null_request": 0.0,
+    "hard_index_right": 0.9895833333333334,
+    "ptr_mass": 0.9999983310699463,
+    "ptr_mass_addr": [
+     0.9999975562095642,
+     0.999999463558197
+    ]
+   },
+   {
+    "step": 14000,
+    "index_right": 1.0,
+    "whole": 1.0,
+    "head_right": 1.0,
+    "whole_null_request": 0.0,
+    "hard_index_right": 1.0,
+    "ptr_mass": 0.9999983906745911,
+    "ptr_mass_addr": [
+     0.9999982714653015,
+     0.9999992251396179
+    ]
+   },
+   {
+    "step": 16000,
+    "index_right": 1.0,
+    "whole": 1.0,
+    "head_right": 1.0,
+    "whole_null_request": 0.0,
+    "hard_index_right": 0.9973958333333334,
+    "ptr_mass": 0.9999982714653015,
+    "ptr_mass_addr": [
+     0.9999989867210388,
+     0.9999987483024597
+    ]
+   },
+   {
+    "step": 18000,
+    "index_right": 1.0,
+    "whole": 1.0,
+    "head_right": 1.0,
+    "whole_null_request": 0.0,
+    "hard_index_right": 1.0,
+    "ptr_mass": 0.9999986290931702,
+    "ptr_mass_addr": [
+     0.9999990463256836,
+     0.9999992847442627
+    ]
+   },
+   {
+    "step": 20000,
+    "index_right": 1.0,
+    "whole": 1.0,
+    "head_right": 1.0,
+    "whole_null_request": 0.0,
+    "hard_index_right": 1.0,
+    "ptr_mass": 0.9999983906745911,
+    "ptr_mass_addr": [
+     0.9999990463256836,
+     0.9999993443489075
+    ]
+   },
+   {
+    "step": 22000,
+    "index_right": 1.0,
+    "whole": 1.0,
+    "head_right": 1.0,
+    "whole_null_request": 0.0,
+    "hard_index_right": 1.0,
+    "ptr_mass": 0.9999987483024597,
+    "ptr_mass_addr": [
+     0.9999992251396179,
+     0.9999992847442627
+    ]
+   },
+   {
+    "step": 24000,
+    "index_right": 1.0,
+    "whole": 1.0,
+    "head_right": 1.0,
+    "whole_null_request": 0.0,
+    "hard_index_right": 1.0,
+    "ptr_mass": 0.9999985694885254,
+    "ptr_mass_addr": [
+     0.9999990463256836,
+     0.9999990463256836
+    ]
+   }
+  ],
+  "read": {
+   "rows": 512,
+   "true": {
+    "index_right": 1.0,
+    "whole": 0.999267578125,
+    "n_questions": 12288,
+    "n_entries": 12288,
+    "head_right": 1.0,
+    "head_truth": 0.9999999910214683,
+    "head_wrong_max": 2.9922372073821834e-08
+   },
+   "by_addr": {
+    "0": [
+     21,
+     21
+    ],
+    "1": [
+     31,
+     31
+    ],
+    "2": [
+     19,
+     19
+    ],
+    "3": [
+     22,
+     22
+    ],
+    "4": [
+     30,
+     30
+    ],
+    "5": [
+     17,
+     17
+    ],
+    "6": [
+     30,
+     30
+    ],
+    "7": [
+     30,
+     30
+    ],
+    "8": [
+     27,
+     27
+    ],
+    "9": [
+     17,
+     17
+    ],
+    "10": [
+     23,
+     23
+    ],
+    "11": [
+     27,
+     27
+    ],
+    "12": [
+     21,
+     21
+    ],
+    "13": [
+     23,
+     23
+    ],
+    "14": [
+     24,
+     24
+    ],
+    "15": [
+     27,
+     27
+    ],
+    "16": [
+     23,
+     23
+    ],
+    "17": [
+     29,
+     29
+    ],
+    "18": [
+     21,
+     21
+    ],
+    "19": [
+     23,
+     23
+    ],
+    "20": [
+     28,
+     28
+    ],
+    "21": [
+     24,
+     24
+    ],
+    "22": [
+     19,
+     20
+    ],
+    "23": [
+     27,
+     27
+    ],
+    "24": [
+     28,
+     28
+    ],
+    "25": [
+     25,
+     25
+    ],
+    "26": [
+     16,
+     16
+    ],
+    "27": [
+     33,
+     33
+    ],
+    "28": [
+     15,
+     15
+    ],
+    "29": [
+     26,
+     26
+    ],
+    "30": [
+     28,
+     28
+    ],
+    "31": [
+     28,
+     28
+    ],
+    "32": [
+     20,
+     20
+    ],
+    "33": [
+     23,
+     23
+    ],
+    "34": [
+     23,
+     23
+    ],
+    "35": [
+     29,
+     29
+    ],
+    "36": [
+     25,
+     25
+    ],
+    "37": [
+     21,
+     21
+    ],
+    "38": [
+     23,
+     23
+    ],
+    "39": [
+     22,
+     23
+    ],
+    "40": [
+     29,
+     29
+    ],
+    "41": [
+     23,
+     23
+    ],
+    "42": [
+     23,
+     23
+    ],
+    "43": [
+     23,
+     23
+    ],
+    "44": [
+     30,
+     30
+    ],
+    "45": [
+     36,
+     36
+    ],
+    "46": [
+     28,
+     28
+    ],
+    "47": [
+     20,
+     21
+    ],
+    "48": [
+     27,
+     27
+    ],
+    "49": [
+     18,
+     18
+    ],
+    "50": [
+     26,
+     26
+    ],
+    "51": [
+     24,
+     24
+    ],
+    "52": [
+     30,
+     30
+    ],
+    "53": [
+     27,
+     27
+    ],
+    "54": [
+     18,
+     18
+    ],
+    "55": [
+     24,
+     24
+    ],
+    "56": [
+     21,
+     21
+    ],
+    "57": [
+     29,
+     29
+    ],
+    "58": [
+     35,
+     35
+    ],
+    "59": [
+     35,
+     35
+    ],
+    "60": [
+     23,
+     23
+    ],
+    "61": [
+     26,
+     26
+    ],
+    "62": [
+     25,
+     25
+    ],
+    "63": [
+     28,
+     28
+    ],
+    "64": [
+     27,
+     27
+    ],
+    "65": [
+     22,
+     22
+    ],
+    "66": [
+     25,
+     25
+    ],
+    "67": [
+     29,
+     29
+    ],
+    "68": [
+     21,
+     21
+    ],
+    "69": [
+     19,
+     19
+    ],
+    "70": [
+     37,
+     37
+    ],
+    "71": [
+     36,
+     36
+    ],
+    "72": [
+     31,
+     31
+    ],
+    "73": [
+     24,
+     24
+    ],
+    "74": [
+     23,
+     23
+    ],
+    "75": [
+     30,
+     30
+    ],
+    "76": [
+     22,
+     22
+    ],
+    "77": [
+     22,
+     22
+    ],
+    "78": [
+     18,
+     18
+    ],
+    "79": [
+     28,
+     28
+    ],
+    "80": [
+     18,
+     18
+    ],
+    "81": [
+     25,
+     25
+    ],
+    "82": [
+     16,
+     16
+    ],
+    "83": [
+     28,
+     28
+    ],
+    "84": [
+     29,
+     29
+    ],
+    "85": [
+     30,
+     30
+    ],
+    "86": [
+     30,
+     30
+    ],
+    "87": [
+     33,
+     33
+    ],
+    "88": [
+     27,
+     27
+    ],
+    "89": [
+     28,
+     28
+    ],
+    "90": [
+     23,
+     23
+    ],
+    "91": [
+     25,
+     25
+    ],
+    "92": [
+     19,
+     19
+    ],
+    "93": [
+     22,
+     22
+    ],
+    "94": [
+     20,
+     20
+    ],
+    "95": [
+     26,
+     26
+    ],
+    "96": [
+     20,
+     20
+    ],
+    "97": [
+     18,
+     18
+    ],
+    "98": [
+     15,
+     15
+    ],
+    "99": [
+     22,
+     22
+    ],
+    "100": [
+     30,
+     30
+    ],
+    "101": [
+     21,
+     21
+    ],
+    "102": [
+     29,
+     29
+    ],
+    "103": [
+     26,
+     26
+    ],
+    "104": [
+     21,
+     21
+    ],
+    "105": [
+     24,
+     24
+    ],
+    "106": [
+     23,
+     23
+    ],
+    "107": [
+     34,
+     34
+    ],
+    "108": [
+     32,
+     32
+    ],
+    "109": [
+     23,
+     23
+    ],
+    "110": [
+     34,
+     34
+    ],
+    "111": [
+     21,
+     21
+    ],
+    "112": [
+     22,
+     22
+    ],
+    "113": [
+     25,
+     25
+    ],
+    "114": [
+     19,
+     19
+    ],
+    "115": [
+     19,
+     19
+    ],
+    "116": [
+     34,
+     34
+    ],
+    "117": [
+     20,
+     21
+    ],
+    "118": [
+     33,
+     33
+    ],
+    "119": [
+     32,
+     32
+    ],
+    "120": [
+     24,
+     24
+    ],
+    "121": [
+     24,
+     24
+    ],
+    "122": [
+     18,
+     18
+    ],
+    "123": [
+     27,
+     27
+    ],
+    "124": [
+     18,
+     18
+    ],
+    "125": [
+     23,
+     23
+    ],
+    "126": [
+     25,
+     25
+    ],
+    "127": [
+     20,
+     20
+    ],
+    "128": [
+     21,
+     21
+    ],
+    "129": [
+     30,
+     30
+    ],
+    "130": [
+     19,
+     19
+    ],
+    "131": [
+     22,
+     22
+    ],
+    "132": [
+     39,
+     39
+    ],
+    "133": [
+     26,
+     26
+    ],
+    "134": [
+     14,
+     14
+    ],
+    "135": [
+     20,
+     20
+    ],
+    "136": [
+     19,
+     19
+    ],
+    "137": [
+     28,
+     28
+    ],
+    "138": [
+     27,
+     27
+    ],
+    "139": [
+     25,
+     25
+    ],
+    "140": [
+     26,
+     26
+    ],
+    "141": [
+     19,
+     19
+    ],
+    "142": [
+     26,
+     26
+    ],
+    "143": [
+     16,
+     16
+    ],
+    "144": [
+     26,
+     26
+    ],
+    "145": [
+     18,
+     18
+    ],
+    "146": [
+     18,
+     18
+    ],
+    "147": [
+     25,
+     26
+    ],
+    "148": [
+     20,
+     20
+    ],
+    "149": [
+     23,
+     24
+    ],
+    "150": [
+     28,
+     28
+    ],
+    "151": [
+     18,
+     18
+    ],
+    "152": [
+     15,
+     15
+    ],
+    "153": [
+     32,
+     32
+    ],
+    "154": [
+     18,
+     18
+    ],
+    "155": [
+     21,
+     21
+    ],
+    "156": [
+     23,
+     23
+    ],
+    "157": [
+     14,
+     14
+    ],
+    "158": [
+     26,
+     26
+    ],
+    "159": [
+     28,
+     28
+    ],
+    "160": [
+     15,
+     15
+    ],
+    "161": [
+     24,
+     24
+    ],
+    "162": [
+     23,
+     23
+    ],
+    "163": [
+     31,
+     31
+    ],
+    "164": [
+     27,
+     27
+    ],
+    "165": [
+     27,
+     27
+    ],
+    "166": [
+     25,
+     25
+    ],
+    "167": [
+     26,
+     26
+    ],
+    "168": [
+     32,
+     32
+    ],
+    "169": [
+     27,
+     27
+    ],
+    "170": [
+     26,
+     26
+    ],
+    "171": [
+     14,
+     14
+    ],
+    "172": [
+     22,
+     22
+    ],
+    "173": [
+     28,
+     28
+    ],
+    "174": [
+     22,
+     22
+    ],
+    "175": [
+     21,
+     21
+    ],
+    "176": [
+     26,
+     26
+    ],
+    "177": [
+     23,
+     23
+    ],
+    "178": [
+     27,
+     27
+    ],
+    "179": [
+     28,
+     28
+    ],
+    "180": [
+     15,
+     15
+    ],
+    "181": [
+     26,
+     26
+    ],
+    "182": [
+     22,
+     22
+    ],
+    "183": [
+     23,
+     23
+    ],
+    "184": [
+     23,
+     23
+    ],
+    "185": [
+     24,
+     24
+    ],
+    "186": [
+     23,
+     23
+    ],
+    "187": [
+     21,
+     21
+    ],
+    "188": [
+     22,
+     22
+    ],
+    "189": [
+     28,
+     28
+    ],
+    "190": [
+     17,
+     18
+    ],
+    "191": [
+     26,
+     26
+    ],
+    "192": [
+     22,
+     22
+    ],
+    "193": [
+     21,
+     21
+    ],
+    "194": [
+     20,
+     20
+    ],
+    "195": [
+     23,
+     23
+    ],
+    "196": [
+     25,
+     25
+    ],
+    "197": [
+     22,
+     22
+    ],
+    "198": [
+     27,
+     27
+    ],
+    "199": [
+     28,
+     28
+    ],
+    "200": [
+     24,
+     24
+    ],
+    "201": [
+     17,
+     17
+    ],
+    "202": [
+     31,
+     31
+    ],
+    "203": [
+     25,
+     25
+    ],
+    "204": [
+     27,
+     27
+    ],
+    "205": [
+     29,
+     29
+    ],
+    "206": [
+     26,
+     26
+    ],
+    "207": [
+     27,
+     27
+    ],
+    "208": [
+     30,
+     30
+    ],
+    "209": [
+     23,
+     23
+    ],
+    "210": [
+     27,
+     27
+    ],
+    "211": [
+     17,
+     17
+    ],
+    "212": [
+     24,
+     24
+    ],
+    "213": [
+     30,
+     30
+    ],
+    "214": [
+     13,
+     13
+    ],
+    "215": [
+     18,
+     18
+    ],
+    "216": [
+     27,
+     27
+    ],
+    "217": [
+     21,
+     21
+    ],
+    "218": [
+     29,
+     29
+    ],
+    "219": [
+     31,
+     31
+    ],
+    "220": [
+     20,
+     20
+    ],
+    "221": [
+     23,
+     23
+    ],
+    "222": [
+     24,
+     24
+    ],
+    "223": [
+     20,
+     20
+    ],
+    "224": [
+     19,
+     19
+    ],
+    "225": [
+     20,
+     20
+    ],
+    "226": [
+     29,
+     29
+    ],
+    "227": [
+     21,
+     21
+    ],
+    "228": [
+     24,
+     24
+    ],
+    "229": [
+     30,
+     30
+    ],
+    "230": [
+     23,
+     23
+    ],
+    "231": [
+     21,
+     21
+    ],
+    "232": [
+     23,
+     23
+    ],
+    "233": [
+     12,
+     12
+    ],
+    "234": [
+     17,
+     17
+    ],
+    "235": [
+     30,
+     30
+    ],
+    "236": [
+     29,
+     29
+    ],
+    "237": [
+     24,
+     24
+    ],
+    "238": [
+     23,
+     23
+    ],
+    "239": [
+     25,
+     25
+    ],
+    "240": [
+     28,
+     28
+    ],
+    "241": [
+     18,
+     18
+    ],
+    "242": [
+     21,
+     21
+    ],
+    "243": [
+     31,
+     31
+    ],
+    "244": [
+     26,
+     26
+    ],
+    "245": [
+     21,
+     21
+    ],
+    "246": [
+     24,
+     24
+    ],
+    "247": [
+     24,
+     24
+    ],
+    "248": [
+     20,
+     20
+    ],
+    "249": [
+     16,
+     16
+    ],
+    "250": [
+     23,
+     23
+    ],
+    "251": [
+     26,
+     26
+    ],
+    "252": [
+     24,
+     24
+    ],
+    "253": [
+     21,
+     21
+    ],
+    "254": [
+     27,
+     27
+    ],
+    "255": [
+     26,
+     26
+    ],
+    "256": [
+     30,
+     30
+    ],
+    "257": [
+     21,
+     21
+    ],
+    "258": [
+     26,
+     26
+    ],
+    "259": [
+     18,
+     18
+    ],
+    "260": [
+     17,
+     17
+    ],
+    "261": [
+     19,
+     19
+    ],
+    "262": [
+     35,
+     35
+    ],
+    "263": [
+     28,
+     28
+    ],
+    "264": [
+     28,
+     28
+    ],
+    "265": [
+     27,
+     27
+    ],
+    "266": [
+     19,
+     19
+    ],
+    "267": [
+     21,
+     21
+    ],
+    "268": [
+     23,
+     23
+    ],
+    "269": [
+     24,
+     24
+    ],
+    "270": [
+     26,
+     26
+    ],
+    "271": [
+     26,
+     26
+    ],
+    "272": [
+     23,
+     23
+    ],
+    "273": [
+     30,
+     30
+    ],
+    "274": [
+     33,
+     33
+    ],
+    "275": [
+     21,
+     21
+    ],
+    "276": [
+     28,
+     28
+    ],
+    "277": [
+     22,
+     22
+    ],
+    "278": [
+     17,
+     17
+    ],
+    "279": [
+     31,
+     31
+    ],
+    "280": [
+     18,
+     18
+    ],
+    "281": [
+     21,
+     21
+    ],
+    "282": [
+     22,
+     22
+    ],
+    "283": [
+     20,
+     20
+    ],
+    "284": [
+     21,
+     21
+    ],
+    "285": [
+     20,
+     20
+    ],
+    "286": [
+     26,
+     26
+    ],
+    "287": [
+     23,
+     23
+    ],
+    "288": [
+     26,
+     26
+    ],
+    "289": [
+     20,
+     20
+    ],
+    "290": [
+     24,
+     24
+    ],
+    "291": [
+     21,
+     21
+    ],
+    "292": [
+     14,
+     14
+    ],
+    "293": [
+     29,
+     29
+    ],
+    "294": [
+     22,
+     22
+    ],
+    "295": [
+     22,
+     22
+    ],
+    "296": [
+     22,
+     22
+    ],
+    "297": [
+     23,
+     23
+    ],
+    "298": [
+     22,
+     22
+    ],
+    "299": [
+     28,
+     28
+    ],
+    "300": [
+     23,
+     23
+    ],
+    "301": [
+     21,
+     22
+    ],
+    "302": [
+     24,
+     24
+    ],
+    "303": [
+     28,
+     28
+    ],
+    "304": [
+     29,
+     29
+    ],
+    "305": [
+     28,
+     28
+    ],
+    "306": [
+     19,
+     19
+    ],
+    "307": [
+     27,
+     27
+    ],
+    "308": [
+     32,
+     32
+    ],
+    "309": [
+     18,
+     18
+    ],
+    "310": [
+     26,
+     26
+    ],
+    "311": [
+     24,
+     24
+    ],
+    "312": [
+     32,
+     32
+    ],
+    "313": [
+     29,
+     29
+    ],
+    "314": [
+     31,
+     31
+    ],
+    "315": [
+     25,
+     25
+    ],
+    "316": [
+     18,
+     18
+    ],
+    "317": [
+     26,
+     26
+    ],
+    "318": [
+     22,
+     22
+    ],
+    "319": [
+     20,
+     20
+    ],
+    "320": [
+     20,
+     20
+    ],
+    "321": [
+     18,
+     18
+    ],
+    "322": [
+     14,
+     14
+    ],
+    "323": [
+     13,
+     13
+    ],
+    "324": [
+     27,
+     27
+    ],
+    "325": [
+     29,
+     29
+    ],
+    "326": [
+     30,
+     30
+    ],
+    "327": [
+     19,
+     19
+    ],
+    "328": [
+     26,
+     26
+    ],
+    "329": [
+     22,
+     23
+    ],
+    "330": [
+     24,
+     24
+    ],
+    "331": [
+     27,
+     27
+    ],
+    "332": [
+     17,
+     17
+    ],
+    "333": [
+     23,
+     23
+    ],
+    "334": [
+     24,
+     24
+    ],
+    "335": [
+     29,
+     29
+    ],
+    "336": [
+     22,
+     22
+    ],
+    "337": [
+     17,
+     17
+    ],
+    "338": [
+     32,
+     32
+    ],
+    "339": [
+     20,
+     20
+    ],
+    "340": [
+     20,
+     20
+    ],
+    "341": [
+     19,
+     19
+    ],
+    "342": [
+     26,
+     26
+    ],
+    "343": [
+     24,
+     24
+    ],
+    "344": [
+     28,
+     28
+    ],
+    "345": [
+     26,
+     26
+    ],
+    "346": [
+     21,
+     21
+    ],
+    "347": [
+     20,
+     20
+    ],
+    "348": [
+     31,
+     31
+    ],
+    "349": [
+     26,
+     26
+    ],
+    "350": [
+     24,
+     24
+    ],
+    "351": [
+     20,
+     20
+    ],
+    "352": [
+     24,
+     24
+    ],
+    "353": [
+     25,
+     25
+    ],
+    "354": [
+     20,
+     20
+    ],
+    "355": [
+     21,
+     21
+    ],
+    "356": [
+     28,
+     28
+    ],
+    "357": [
+     23,
+     23
+    ],
+    "358": [
+     29,
+     29
+    ],
+    "359": [
+     21,
+     21
+    ],
+    "360": [
+     29,
+     29
+    ],
+    "361": [
+     20,
+     20
+    ],
+    "362": [
+     31,
+     31
+    ],
+    "363": [
+     31,
+     31
+    ],
+    "364": [
+     17,
+     17
+    ],
+    "365": [
+     21,
+     21
+    ],
+    "366": [
+     15,
+     15
+    ],
+    "367": [
+     25,
+     25
+    ],
+    "368": [
+     30,
+     30
+    ],
+    "369": [
+     27,
+     27
+    ],
+    "370": [
+     21,
+     21
+    ],
+    "371": [
+     25,
+     25
+    ],
+    "372": [
+     30,
+     30
+    ],
+    "373": [
+     19,
+     19
+    ],
+    "374": [
+     20,
+     20
+    ],
+    "375": [
+     21,
+     21
+    ],
+    "376": [
+     20,
+     20
+    ],
+    "377": [
+     22,
+     22
+    ],
+    "378": [
+     21,
+     21
+    ],
+    "379": [
+     27,
+     27
+    ],
+    "380": [
+     27,
+     27
+    ],
+    "381": [
+     17,
+     17
+    ],
+    "382": [
+     20,
+     20
+    ],
+    "383": [
+     18,
+     18
+    ],
+    "384": [
+     23,
+     23
+    ],
+    "385": [
+     24,
+     24
+    ],
+    "386": [
+     31,
+     31
+    ],
+    "387": [
+     30,
+     30
+    ],
+    "388": [
+     26,
+     26
+    ],
+    "389": [
+     31,
+     31
+    ],
+    "390": [
+     20,
+     20
+    ],
+    "391": [
+     30,
+     30
+    ],
+    "392": [
+     25,
+     25
+    ],
+    "393": [
+     14,
+     14
+    ],
+    "394": [
+     28,
+     28
+    ],
+    "395": [
+     27,
+     27
+    ],
+    "396": [
+     28,
+     28
+    ],
+    "397": [
+     20,
+     20
+    ],
+    "398": [
+     23,
+     23
+    ],
+    "399": [
+     25,
+     25
+    ],
+    "400": [
+     22,
+     22
+    ],
+    "401": [
+     28,
+     28
+    ],
+    "402": [
+     19,
+     19
+    ],
+    "403": [
+     30,
+     30
+    ],
+    "404": [
+     18,
+     18
+    ],
+    "405": [
+     21,
+     21
+    ],
+    "406": [
+     25,
+     25
+    ],
+    "407": [
+     20,
+     20
+    ],
+    "408": [
+     22,
+     22
+    ],
+    "409": [
+     21,
+     21
+    ],
+    "410": [
+     19,
+     19
+    ],
+    "411": [
+     25,
+     25
+    ],
+    "412": [
+     29,
+     29
+    ],
+    "413": [
+     32,
+     32
+    ],
+    "414": [
+     18,
+     18
+    ],
+    "415": [
+     16,
+     16
+    ],
+    "416": [
+     23,
+     23
+    ],
+    "417": [
+     31,
+     31
+    ],
+    "418": [
+     23,
+     23
+    ],
+    "419": [
+     24,
+     24
+    ],
+    "420": [
+     18,
+     18
+    ],
+    "421": [
+     25,
+     25
+    ],
+    "422": [
+     18,
+     18
+    ],
+    "423": [
+     21,
+     21
+    ],
+    "424": [
+     28,
+     28
+    ],
+    "425": [
+     21,
+     21
+    ],
+    "426": [
+     26,
+     26
+    ],
+    "427": [
+     17,
+     17
+    ],
+    "428": [
+     33,
+     33
+    ],
+    "429": [
+     31,
+     31
+    ],
+    "430": [
+     25,
+     25
+    ],
+    "431": [
+     23,
+     23
+    ],
+    "432": [
+     25,
+     25
+    ],
+    "433": [
+     29,
+     29
+    ],
+    "434": [
+     28,
+     28
+    ],
+    "435": [
+     31,
+     31
+    ],
+    "436": [
+     24,
+     24
+    ],
+    "437": [
+     28,
+     28
+    ],
+    "438": [
+     25,
+     25
+    ],
+    "439": [
+     25,
+     25
+    ],
+    "440": [
+     27,
+     27
+    ],
+    "441": [
+     21,
+     21
+    ],
+    "442": [
+     18,
+     18
+    ],
+    "443": [
+     17,
+     17
+    ],
+    "444": [
+     19,
+     19
+    ],
+    "445": [
+     23,
+     23
+    ],
+    "446": [
+     26,
+     26
+    ],
+    "447": [
+     20,
+     20
+    ],
+    "448": [
+     17,
+     17
+    ],
+    "449": [
+     24,
+     24
+    ],
+    "450": [
+     28,
+     28
+    ],
+    "451": [
+     25,
+     25
+    ],
+    "452": [
+     24,
+     24
+    ],
+    "453": [
+     16,
+     16
+    ],
+    "454": [
+     17,
+     17
+    ],
+    "455": [
+     21,
+     21
+    ],
+    "456": [
+     24,
+     24
+    ],
+    "457": [
+     36,
+     36
+    ],
+    "458": [
+     28,
+     28
+    ],
+    "459": [
+     21,
+     21
+    ],
+    "460": [
+     21,
+     21
+    ],
+    "461": [
+     21,
+     21
+    ],
+    "462": [
+     20,
+     20
+    ],
+    "463": [
+     25,
+     25
+    ],
+    "464": [
+     24,
+     24
+    ],
+    "465": [
+     23,
+     23
+    ],
+    "466": [
+     26,
+     26
+    ],
+    "467": [
+     25,
+     25
+    ],
+    "468": [
+     32,
+     32
+    ],
+    "469": [
+     17,
+     17
+    ],
+    "470": [
+     21,
+     21
+    ],
+    "471": [
+     23,
+     23
+    ],
+    "472": [
+     27,
+     27
+    ],
+    "473": [
+     20,
+     20
+    ],
+    "474": [
+     36,
+     36
+    ],
+    "475": [
+     23,
+     23
+    ],
+    "476": [
+     25,
+     25
+    ],
+    "477": [
+     14,
+     14
+    ],
+    "478": [
+     24,
+     24
+    ],
+    "479": [
+     20,
+     20
+    ],
+    "480": [
+     26,
+     26
+    ],
+    "481": [
+     29,
+     29
+    ],
+    "482": [
+     31,
+     31
+    ],
+    "483": [
+     17,
+     17
+    ],
+    "484": [
+     30,
+     30
+    ],
+    "485": [
+     24,
+     24
+    ],
+    "486": [
+     28,
+     28
+    ],
+    "487": [
+     18,
+     18
+    ],
+    "488": [
+     19,
+     19
+    ],
+    "489": [
+     28,
+     28
+    ],
+    "490": [
+     23,
+     23
+    ],
+    "491": [
+     22,
+     22
+    ],
+    "492": [
+     21,
+     21
+    ],
+    "493": [
+     21,
+     21
+    ],
+    "494": [
+     28,
+     28
+    ],
+    "495": [
+     17,
+     17
+    ],
+    "496": [
+     19,
+     19
+    ],
+    "497": [
+     23,
+     23
+    ],
+    "498": [
+     21,
+     21
+    ],
+    "499": [
+     31,
+     31
+    ],
+    "500": [
+     18,
+     18
+    ],
+    "501": [
+     25,
+     25
+    ],
+    "502": [
+     28,
+     28
+    ],
+    "503": [
+     18,
+     18
+    ],
+    "504": [
+     34,
+     34
+    ],
+    "505": [
+     32,
+     32
+    ],
+    "506": [
+     30,
+     30
+    ],
+    "507": [
+     23,
+     23
+    ],
+    "508": [
+     17,
+     17
+    ],
+    "509": [
+     30,
+     30
+    ],
+    "510": [
+     21,
+     21
+    ],
+    "511": [
+     18,
+     18
+    ]
+   },
+   "bits_by_segment": {
+    "head": 1.8882185711887645,
+    "frame": 2.0608674420878397,
+    "comp_text": 1.7244955890301463,
+    "index_entry": 0.4473649575166767,
+    "index_text": 1.6115876404849478,
+    "q_answer": 0.0008784497504771046,
+    "q_other": 0.0017247037865768405,
+    "q_text": 1.6292951142079843
+   },
+   "own_index": {
+    "index_right": 1.0,
+    "whole": 0.999267578125,
+    "n_questions": 12288,
+    "n_entries": 12288,
+    "request_right": 1.0
+   },
+   "null_request": {
+    "index_right": 1.0,
+    "whole": 0.0,
+    "n_questions": 12288,
+    "n_entries": 12288
+   },
+   "bank_off": {
+    "index_right": 0.03955078125,
+    "whole": 0.000244140625,
+    "n_questions": 12288,
+    "n_entries": 12288
+   },
+   "calib": {
+    "rows": 256,
+    "questions": 6144,
+    "tau": {
+     "0.9": [
+      1.4654525370971783e-09,
+      3.1524087784617905e-09,
+      4.403485576176536e-09
+     ],
+     "0.99": [
+      4.439628753516445e-08,
+      5.31580468532411e-08,
+      9.790009869448113e-08
+     ],
+     "0.999": [
+      5.236722131485294e-07,
+      2.9383554078776797e-07,
+      1.1710219496308127e-06
+     ]
+    }
+   },
+   "free_running": {
+    "rows": 512,
+    "passes": {
+     "mean": 1.0,
+     "max": 1,
+     "by_batch": [
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1
+     ]
+    },
+    "converged": 1.0,
+    "indexf_right": 1.0,
+    "n_entries": 12288,
+    "indexf_whole": 0.999267578125
+   },
+   "hard": {
+    "rows": 64,
+    "index_right": 1.0,
+    "whole": 1.0,
+    "indexf_right": 1.0,
+    "n_entries": 1536,
+    "passes": {
+     "mean": 1.0,
+     "max": 1
+    },
+    "converged": 1.0
+   }
+  },
+  "series": "c83entry",
+  "code": "8x3",
+  "hard": 0.5,
+  "n_hard": 2,
+  "value_addr": {
+   "form": "levels",
+   "levels": 3,
+   "digits": 8,
+   "d": 256,
+   "params": 6144,
+   "norm": [
+    2.3659508228302,
+    2.149245262145996,
+    2.083339214324951
+   ],
+   "row_norm": [
+    [
+     0.8423532843589783,
+     0.7969759106636047,
+     0.7657228112220764,
+     0.7853946685791016,
+     0.8439833521842957,
+     0.8325996398925781,
+     0.845187783241272,
+     0.9643370509147644
+    ],
+    [
+     0.8035522699356079,
+     0.7882693409919739,
+     0.7663711309432983,
+     0.7547624111175537,
+     0.7410458922386169,
+     0.7268772721290588,
+     0.7316347360610962,
+     0.76315838098526
+    ],
+    [
+     0.7356960773468018,
+     0.7425574660301208,
+     0.7399231791496277,
+     0.7412006855010986,
+     0.7285748720169067,
+     0.7549451589584351,
+     0.7080661654472351,
+     0.7407264113426208
+    ]
+   ]
+  },
+  "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,
+   "entry": true,
+   "use": {
+    "key_true": 29.593621371495363,
+    "key_other": -0.043537365428145104,
+    "key_self": 6.958093086089376,
+    "anchor_true": 0.0,
+    "anchor_other": 0.0,
+    "entries": 192,
+    "q_key_norm_coded": 14.48652458190918,
+    "q_key_norm_other": 6.2626214027404785,
+    "k_key_norm_coded": 8.070693969726562,
+    "k_key_norm_other": 7.923802852630615,
+    "coded_seps": 1152
+   }
+  },
+  "ptr": {
+   "form": "frame_mass",
+   "lam": 0.1,
+   "block": 4,
+   "head": 0,
+   "novelty": {
+    "novelty": 0.9801900149670348,
+    "cos": -0.019809985032965206,
+    "grad_norm": 1.1189058060983752,
+    "term": 5.044195652008057,
+    "mass": 0.0065204487182199955,
+    "mass_pos": [
+     0.006186762358993292,
+     0.006568078882992268,
+     0.006806505843997002
+    ]
+   },
+   "term_step1": 5.060272216796875,
+   "term_last50": 2.1502707107856623e-06,
+   "descended": true,
+   "curve": [
+    [
+     1,
+     5.060272216796875
+    ],
+    [
+     101,
+     0.0011341439094394445
+    ],
+    [
+     201,
+     0.0018599993782117963
+    ],
+    [
+     301,
+     9.597009920980781e-05
+    ],
+    [
+     401,
+     6.93268229952082e-05
+    ],
+    [
+     501,
+     2.878242048609536e-05
+    ],
+    [
+     601,
+     0.00010851356637431309
+    ],
+    [
+     701,
+     4.568364965962246e-05
+    ],
+    [
+     801,
+     9.259912621928379e-05
+    ],
+    [
+     901,
+     7.68171448726207e-05
+    ],
+    [
+     1001,
+     4.642539715860039e-05
+    ],
+    [
+     1101,
+     6.980366015341133e-05
+    ],
+    [
+     1201,
+     3.755755096790381e-05
+    ],
+    [
+     1301,
+     6.047222268534824e-05
+    ],
+    [
+     1401,
+     5.714760845876299e-05
+    ],
+    [
+     1501,
+     2.3656421035411768e-05
+    ],
+    [
+     1601,
+     1.0854668289539404e-05
+    ],
+    [
+     1701,
+     1.714626887405757e-05
+    ],
+    [
+     1801,
+     3.106064468738623e-05
+    ],
+    [
+     1901,
+     8.338027328136377e-06
+    ],
+    [
+     2001,
+     1.5106465980352368e-05
+    ],
+    [
+     2101,
+     1.237789820152102e-05
+    ],
+    [
+     2201,
+     1.0099675819219556e-05
+    ],
+    [
+     2301,
+     1.1596414879022632e-05
+    ],
+    [
+     2401,
+     8.278422683360986e-06
+    ],
+    [
+     2501,
+     1.3020303413213696e-05
+    ],
+    [
+     2601,
+     9.020169272844214e-06
+    ],
+    [
+     2701,
+     9.775161743164062e-06
+    ],
+    [
+     2801,
+     1.923905438161455e-05
+    ],
+    [
+     2901,
+     1.2934207916259766e-05
+    ],
+    [
+     3001,
+     3.6564139008987695e-05
+    ],
+    [
+     3101,
+     3.4835604765248718e-06
+    ],
+    [
+     3201,
+     4.251798145560315e-06
+    ],
+    [
+     3301,
+     7.238652870000806e-06
+    ],
+    [
+     3401,
+     2.549754299252527e-06
+    ],
+    [
+     3501,
+     3.907415702997241e-06
+    ],
+    [
+     3601,
+     1.2808375686290674e-05
+    ],
+    [
+     3701,
+     2.953741386590991e-06
+    ],
+    [
+     3801,
+     4.212061412545154e-06
+    ],
+    [
+     3901,
+     1.4543533325195312e-05
+    ],
+    [
+     4001,
+     5.479653555084951e-05
+    ],
+    [
+     4101,
+     6.814797870902112e-06
+    ],
+    [
+     4201,
+     2.225239995823358e-06
+    ],
+    [
+     4301,
+     8.69565519678872e-06
+    ],
+    [
+     4401,
+     7.934040695545264e-06
+    ],
+    [
+     4501,
+     1.1252032891206909e-05
+    ],
+    [
+     4601,
+     3.602769766075653e-06
+    ],
+    [
+     4701,
+     2.1523899249586975e-06
+    ],
+    [
+     4801,
+     3.2848781756911194e-06
+    ],
+    [
+     4901,
+     1.4570024404747528e-06
+    ],
+    [
+     5001,
+     1.600715950189624e-05
+    ],
+    [
+     5101,
+     4.496839210332837e-06
+    ],
+    [
+     5201,
+     5.861123554495862e-06
+    ],
+    [
+     5301,
+     3.1126869544095825e-06
+    ],
+    [
+     5401,
+     2.013312496274011e-06
+    ],
+    [
+     5501,
+     3.7550926208496094e-06
+    ],
+    [
+     5601,
+     4.867712505074451e-06
+    ],
+    [
+     5701,
+     5.4968727454252075e-06
+    ],
+    [
+     5801,
+     1.6450881958007812e-05
+    ],
+    [
+     5901,
+     7.198916591732996e-06
+    ],
+    [
+     6001,
+     2.9861927032470703e-05
+    ],
+    [
+     6101,
+     1.541773417557124e-05
+    ],
+    [
+     6201,
+     2.0464260614971863e-06
+    ],
+    [
+     6301,
+     5.768405117123621e-06
+    ],
+    [
+     6401,
+     6.059805400582263e-06
+    ],
+    [
+     6501,
+     2.384185791015625e-06
+    ],
+    [
+     6601,
+     2.185503717555548e-06
+    ],
+    [
+     6701,
+     5.4968727454252075e-06
+    ],
+    [
+     6801,
+     5.298190899338806e-06
+    ],
+    [
+     6901,
+     9.907616913551465e-06
+    ],
+    [
+     7001,
+     3.496805902614142e-06
+    ],
+    [
+     7101,
+     1.6556846276216675e-06
+    ],
+    [
+     7201,
+     1.9735759906325256e-06
+    ],
+    [
+     7301,
+     1.8013848830378265e-06
+    ],
+    [
+     7401,
+     2.8179751097923145e-05
+    ],
+    [
+     7501,
+     1.7417802382624359e-06
+    ],
+    [
+     7601,
+     2.2451083623309387e-06
+    ],
+    [
+     7701,
+     3.0067233183217468e-06
+    ],
+    [
+     7801,
+     2.5100177936110413e-06
+    ],
+    [
+     7901,
+     2.178881004510913e-06
+    ],
+    [
+     8001,
+     2.4305450097017456e-06
+    ],
+    [
+     8101,
+     1.4834934063401306e-06
+    ],
+    [
+     8201,
+     1.0238753930025268e-05
+    ],
+    [
+     8301,
+     7.152557373046875e-06
+    ],
+    [
+     8401,
+     2.3047130071063293e-06
+    ],
+    [
+     8501,
+     3.0067233183217468e-06
+    ],
+    [
+     8601,
+     2.569622438386432e-06
+    ],
+    [
+     8701,
+     1.6027026958909119e-06
+    ],
+    [
+     8801,
+     8.026759132917505e-06
+    ],
+    [
+     8901,
+     1.086129145733139e-06
+    ],
+    [
+     9001,
+     7.71549002820393e-06
+    ],
+    [
+     9101,
+     2.1656353510479676e-06
+    ],
+    [
+     9201,
+     8.708901077625342e-06
+    ],
+    [
+     9301,
+     1.6954210195763153e-06
+    ],
+    [
+     9401,
+     3.2981236017803894e-06
+    ],
+    [
+     9501,
+     4.927317149849841e-06
+    ],
+    [
+     9601,
+     3.8345656321325805e-06
+    ],
+    [
+     9701,
+     2.198749143644818e-06
+    ],
+    [
+     9801,
+     2.761681798801874e-06
+    ],
+    [
+     9901,
+     6.4240562096529175e-06
+    ],
+    [
+     10001,
+     1.92059405890177e-06
+    ],
+    [
+     10101,
+     2.9140048809495056e-06
+    ],
+    [
+     10201,
+     3.503428615658777e-06
+    ],
+    [
+     10301,
+     1.0801686585182324e-05
+    ],
+    [
+     10401,
+     7.583035312563879e-06
+    ],
+    [
+     10501,
+     2.576245151431067e-06
+    ],
+    [
+     10601,
+     1.3973977956993622e-06
+    ],
+    [
+     10701,
+     9.60297029450885e-07
+    ],
+    [
+     10801,
+     5.808141395391431e-06
+    ],
+    [
+     10901,
+     1.1967288628511596e-05
+    ],
+    [
+     11001,
+     1.0199016742262756e-06
+    ],
+    [
+     11101,
+     1.8013848830378265e-06
+    ],
+    [
+     11201,
+     1.43713418765401e-06
+    ],
+    [
+     11301,
+     1.1656019296424347e-06
+    ],
+    [
+     11401,
+     1.5497207641601562e-06
+    ],
+    [
+     11501,
+     1.2318292874624603e-06
+    ],
+    [
+     11601,
+     6.251865215745056e-06
+    ],
+    [
+     11701,
+     1.7815166302170837e-06
+    ],
+    [
+     11801,
+     1.0066562481370056e-06
+    ],
+    [
+     11901,
+     1.2649430800593109e-06
+    ],
+    [
+     12001,
+     2.9338730200834107e-06
+    ],
+    [
+     12101,
+     1.086129145733139e-06
+    ],
+    [
+     12201,
+     3.490183189569507e-06
+    ],
+    [
+     12301,
+     6.291601266639191e-07
+    ],
+    [
+     12401,
+     2.072917141049402e-06
+    ],
+    [
+     12501,
+     2.9934776648588013e-06
+    ],
+    [
+     12601,
+     1.4040205087439972e-06
+    ],
+    [
+     12701,
+     4.178948074695654e-06
+    ],
+    [
+     12801,
+     6.291601266639191e-07
+    ],
+    [
+     12901,
+     1.3311704378793365e-06
+    ],
+    [
+     13001,
+     8.808241886981705e-07
+    ],
+    [
+     13101,
+     2.370940364926355e-06
+    ],
+    [
+     13201,
+     3.33123739437724e-06
+    ],
+    [
+     13301,
+     2.099407993227942e-06
+    ],
+    [
+     13401,
+     1.5960799828462768e-06
+    ],
+    [
+     13501,
+     1.92059405890177e-06
+    ],
+    [
+     13601,
+     2.0398033484525513e-06
+    ],
+    [
+     13701,
+     3.97364289028701e-07
+    ],
+    [
+     13801,
+     1.0702345207391772e-05
+    ],
+    [
+     13901,
+     1.1722246426870697e-06
+    ],
+    [
+     14001,
+     1.3311704378793365e-06
+    ],
+    [
+     14101,
+     8.344650268554688e-07
+    ],
+    [
+     14201,
+     4.106097719613899e-07
+    ],
+    [
+     14301,
+     1.0265245009577484e-06
+    ],
+    [
+     14401,
+     1.6225709487116546e-06
+    ],
+    [
+     14501,
+     1.755025664351706e-06
+    ],
+    [
+     14601,
+     3.172291599184973e-06
+    ],
+    [
+     14701,
+     9.56985695665935e-06
+    ],
+    [
+     14801,
+     4.364384494692786e-06
+    ],
+    [
+     14901,
+     1.2185838613731903e-06
+    ],
+    [
+     15001,
+     1.1192428246431518e-06
+    ],
+    [
+     15101,
+     5.629327461065259e-06
+    ],
+    [
+     15201,
+     2.476904228387866e-06
+    ],
+    [
+     15301,
+     7.351239332820114e-07
+    ],
+    [
+     15401,
+     7.94728578057402e-07
+    ],
+    [
+     15501,
+     3.165668886140338e-06
+    ],
+    [
+     15601,
+     1.8543667010817444e-06
+    ],
+    [
+     15701,
+     1.715289272397058e-06
+    ],
+    [
+     15801,
+     9.073151545635483e-07
+    ],
+    [
+     15901,
+     1.576211730025534e-06
+    ],
+    [
+     16001,
+     3.78820641344646e-06
+    ],
+    [
+     16101,
+     1.1656019296424347e-06
+    ],
+    [
+     16201,
+     1.3444158639686066e-06
+    ],
+    [
+     16301,
+     1.0371208190917969e-05
+    ],
+    [
+     16401,
+     1.271565793103946e-06
+    ],
+    [
+     16501,
+     2.7219455205340637e-06
+    ],
+    [
+     16601,
+     7.387002551695332e-05
+    ],
+    [
+     16701,
+     1.4040205087439972e-06
+    ],
+    [
+     16801,
+     1.2583202533278381e-06
+    ],
+    [
+     16901,
+     1.4636251535193878e-06
+    ],
+    [
+     17001,
+     6.490283794846619e-07
+    ],
+    [
+     17101,
+     1.092751858777774e-06
+    ],
+    [
+     17201,
+     3.3908420391526306e-06
+    ],
+    [
+     17301,
+     1.0795063190016663e-06
+    ],
+    [
+     17401,
+     6.159146437312302e-07
+    ],
+    [
+     17501,
+     6.291601266639191e-07
+    ],
+    [
+     17601,
+     1.5166070852501434e-06
+    ],
+    [
+     17701,
+     8.543332228327927e-07
+    ],
+    [
+     17801,
+     4.304779963604233e-07
+    ],
+    [
+     17901,
+     9.338061204289261e-07
+    ],
+    [
+     18001,
+     8.145968308781448e-07
+    ],
+    [
+     18101,
+     1.5166070852501434e-06
+    ],
+    [
+     18201,
+     9.5367431640625e-07
+    ],
+    [
+     18301,
+     4.834599280911789e-07
+    ],
+    [
+     18401,
+     8.543332228327927e-07
+    ],
+    [
+     18501,
+     2.2583537884202087e-06
+    ],
+    [
+     18601,
+     6.35782896551973e-07
+    ],
+    [
+     18701,
+     1.1987156085524475e-06
+    ],
+    [
+     18801,
+     8.675787057654816e-07
+    ],
+    [
+     18901,
+     1.2185838613731903e-06
+    ],
+    [
+     19001,
+     7.285012202373764e-07
+    ],
+    [
+     19101,
+     7.549921861027542e-07
+    ],
+    [
+     19201,
+     5.231963200458267e-07
+    ],
+    [
+     19301,
+     1.1457337905085296e-06
+    ],
+    [
+     19401,
+     4.900826411358139e-07
+    ],
+    [
+     19501,
+     7.152557373046875e-07
+    ],
+    [
+     19601,
+     1.4040205087439972e-06
+    ],
+    [
+     19701,
+     1.9669532775878906e-06
+    ],
+    [
+     19801,
+     8.212195439227798e-07
+    ],
+    [
+     19901,
+     1.0728836059570312e-06
+    ],
+    [
+     20001,
+     9.761916771822143e-06
+    ],
+    [
+     20101,
+     1.9868214167217957e-06
+    ],
+    [
+     20201,
+     6.092919193179114e-06
+    ],
+    [
+     20301,
+     1.3973977956993622e-06
+    ],
+    [
+     20401,
+     1.5298525113394135e-06
+    ],
+    [
+     20501,
+     6.576379291800549e-06
+    ],
+    [
+     20601,
+     1.430511474609375e-06
+    ],
+    [
+     20701,
+     1.0331472140023834e-06
+    ],
+    [
+     20801,
+     1.6027026958909119e-06
+    ],
+    [
+     20901,
+     3.178914482759865e-07
+    ],
+    [
+     21001,
+     1.5364753380708862e-06
+    ],
+    [
+     21101,
+     2.278221927554114e-06
+    ],
+    [
+     21201,
+     1.8874803799917572e-06
+    ],
+    [
+     21301,
+     1.5033616591608734e-06
+    ],
+    [
+     21401,
+     6.092919306865952e-07
+    ],
+    [
+     21501,
+     2.3312038592848694e-06
+    ],
+    [
+     21601,
+     5.298190899338806e-07
+    ],
+    [
+     21701,
+     1.4834934063401306e-06
+    ],
+    [
+     21801,
+     6.556510925292969e-07
+    ],
+    [
+     21901,
+     9.60297029450885e-07
+    ],
+    [
+     22001,
+     9.404288334735611e-07
+    ],
+    [
+     22101,
+     0.00010655986261554062
+    ],
+    [
+     22201,
+     5.490250259754248e-06
+    ],
+    [
+     22301,
+     1.5099843722055084e-06
+    ],
+    [
+     22401,
+     2.205371856689453e-06
+    ],
+    [
+     22501,
+     1.1987156085524475e-06
+    ],
+    [
+     22601,
+     1.3444158639686066e-06
+    ],
+    [
+     22701,
+     6.821420583946747e-07
+    ],
+    [
+     22801,
+     1.6755527667555725e-06
+    ],
+    [
+     22901,
+     5.165736070011917e-07
+    ],
+    [
+     23001,
+     8.808241886981705e-07
+    ],
+    [
+     23101,
+     1.092751858777774e-06
+    ],
+    [
+     23201,
+     1.3775295428786194e-06
+    ],
+    [
+     23301,
+     6.755192885066208e-07
+    ],
+    [
+     23401,
+     3.1921599656925537e-06
+    ],
+    [
+     23501,
+     1.5563434772047913e-06
+    ],
+    [
+     23601,
+     1.755025664351706e-06
+    ],
+    [
+     23701,
+     1.3841523696100921e-06
+    ],
+    [
+     23801,
+     2.1590126380033325e-06
+    ],
+    [
+     23901,
+     1.5430980511155212e-06
+    ],
+    [
+     24000,
+     9.867879953162628e-07
+    ]
+   ],
+   "mass_read": 0.9999964833259583,
+   "pos": "all",
+   "mass_read_addr": [
+    0.9999980330467224,
+    0.9999977946281433
+   ]
+  },
+  "idx_dose": {
+   "lam": 0.1,
+   "level": 3,
+   "term_step1": 5.601274490356445,
+   "term_last50": 3.010539930983214e-06,
+   "curve": [
+    [
+     1,
+     5.601274490356445
+    ],
+    [
+     101,
+     2.121253728866577
+    ],
+    [
+     201,
+     1.1043074131011963
+    ],
+    [
+     301,
+     0.004149965941905975
+    ],
+    [
+     401,
+     0.002442568074911833
+    ],
+    [
+     501,
+     0.005544077605009079
+    ],
+    [
+     601,
+     0.001015769666992128
+    ],
+    [
+     701,
+     0.03447148948907852
+    ],
+    [
+     801,
+     0.0009143132483586669
+    ],
+    [
+     901,
+     0.0009888624772429466
+    ],
+    [
+     1001,
+     0.004171333275735378
+    ],
+    [
+     1101,
+     0.0012944210320711136
+    ],
+    [
+     1201,
+     0.0005235257558524609
+    ],
+    [
+     1301,
+     0.0006460294243879616
+    ],
+    [
+     1401,
+     0.0005775860045105219
+    ],
+    [
+     1501,
+     0.0003831580397672951
+    ],
+    [
+     1601,
+     0.0007979946094565094
+    ],
+    [
+     1701,
+     0.0002072471397696063
+    ],
+    [
+     1801,
+     9.159113687928766e-05
+    ],
+    [
+     1901,
+     9.927396604325622e-05
+    ],
+    [
+     2001,
+     0.000114475391455926
+    ],
+    [
+     2101,
+     0.00034155871253460646
+    ],
+    [
+     2201,
+     0.00011475248902570456
+    ],
+    [
+     2301,
+     0.00010582373943179846
+    ],
+    [
+     2401,
+     0.0004587360890582204
+    ],
+    [
+     2501,
+     5.3608815505867824e-05
+    ],
+    [
+     2601,
+     0.0014361708890646696
+    ],
+    [
+     2701,
+     5.6209013564512134e-05
+    ],
+    [
+     2801,
+     5.4740579798817635e-05
+    ],
+    [
+     2901,
+     8.009689918253571e-05
+    ],
+    [
+     3001,
+     9.163037611870095e-05
+    ],
+    [
+     3101,
+     4.9604568630456924e-05
+    ],
+    [
+     3201,
+     4.974603507434949e-05
+    ],
+    [
+     3301,
+     6.650507566519082e-05
+    ],
+    [
+     3401,
+     5.9368911024648696e-05
+    ],
+    [
+     3501,
+     6.757255323464051e-05
+    ],
+    [
+     3601,
+     0.0002091701317112893
+    ],
+    [
+     3701,
+     2.5277899112552404e-05
+    ],
+    [
+     3801,
+     2.5537348847137764e-05
+    ],
+    [
+     3901,
+     0.0001161464024335146
+    ],
+    [
+     4001,
+     0.0002956735552288592
+    ],
+    [
+     4101,
+     2.6231507945340127e-05
+    ],
+    [
+     4201,
+     3.422104782657698e-05
+    ],
+    [
+     4301,
+     2.757025504251942e-05
+    ],
+    [
+     4401,
+     2.9040302251814865e-05
+    ],
+    [
+     4501,
+     3.40926053468138e-05
+    ],
+    [
+     4601,
+     3.143179492326453e-05
+    ],
+    [
+     4701,
+     3.2314754207618535e-05
+    ],
+    [
+     4801,
+     2.459865208948031e-05
+    ],
+    [
+     4901,
+     4.917040860163979e-05
+    ],
+    [
+     5001,
+     0.0001143181580118835
+    ],
+    [
+     5101,
+     2.7779773517977446e-05
+    ],
+    [
+     5201,
+     2.7413363568484783e-05
+    ],
+    [
+     5301,
+     1.8696911865845323e-05
+    ],
+    [
+     5401,
+     2.8128653866588138e-05
+    ],
+    [
+     5501,
+     2.0306179067119956e-05
+    ],
+    [
+     5601,
+     2.3712069378234446e-05
+    ],
+    [
+     5701,
+     2.162614509870764e-05
+    ],
+    [
+     5801,
+     2.0773102733073756e-05
+    ],
+    [
+     5901,
+     2.1058693164377473e-05
+    ],
+    [
+     6001,
+     0.00042279501212760806
+    ],
+    [
+     6101,
+     2.098784170811996e-05
+    ],
+    [
+     6201,
+     1.6215919458772987e-05
+    ],
+    [
+     6301,
+     1.3887676686863415e-05
+    ],
+    [
+     6401,
+     1.6636889995425008e-05
+    ],
+    [
+     6501,
+     1.9875003999914043e-05
+    ],
+    [
+     6601,
+     1.9455126675893553e-05
+    ],
+    [
+     6701,
+     0.00046459780423901975
+    ],
+    [
+     6801,
+     0.00022951143910177052
+    ],
+    [
+     6901,
+     3.7282770790625364e-05
+    ],
+    [
+     7001,
+     1.342330051556928e-05
+    ],
+    [
+     7101,
+     1.5357920347014442e-05
+    ],
+    [
+     7201,
+     1.3155080523574725e-05
+    ],
+    [
+     7301,
+     1.228092787641799e-05
+    ],
+    [
+     7401,
+     1.731954762362875e-05
+    ],
+    [
+     7501,
+     1.28781557577895e-05
+    ],
+    [
+     7601,
+     0.00015370905748568475
+    ],
+    [
+     7701,
+     2.3293556296266615e-05
+    ],
+    [
+     7801,
+     2.267403579025995e-05
+    ],
+    [
+     7901,
+     1.4841320080449805e-05
+    ],
+    [
+     8001,
+     1.6431873518740758e-05
+    ],
+    [
+     8101,
+     1.5638446711818688e-05
+    ],
+    [
+     8201,
+     0.00013704072625841945
+    ],
+    [
+     8301,
+     0.0003964661154896021
+    ],
+    [
+     8401,
+     1.4668729818367865e-05
+    ],
+    [
+     8501,
+     9.547822628519498e-06
+    ],
+    [
+     8601,
+     9.258490536012687e-06
+    ],
+    [
+     8701,
+     8.719576726434752e-06
+    ],
+    [
+     8801,
+     1.5577439626213163e-05
+    ],
+    [
+     8901,
+     1.1840059414680582e-05
+    ],
+    [
+     9001,
+     1.002838234853698e-05
+    ],
+    [
+     9101,
+     1.2044964933011215e-05
+    ],
+    [
+     9201,
+     2.5734143491717987e-05
+    ],
+    [
+     9301,
+     1.184746633953182e-05
+    ],
+    [
+     9401,
+     2.933251016656868e-05
+    ],
+    [
+     9501,
+     0.00021723718964494765
+    ],
+    [
+     9601,
+     2.2908719984116033e-05
+    ],
+    [
+     9701,
+     1.0974606084346306e-05
+    ],
+    [
+     9801,
+     1.1880819329235237e-05
+    ],
+    [
+     9901,
+     1.1180646652064752e-05
+    ],
+    [
+     10001,
+     1.3149872756912373e-05
+    ],
+    [
+     10101,
+     1.1425332559156232e-05
+    ],
+    [
+     10201,
+     5.3457966714631766e-05
+    ],
+    [
+     10301,
+     0.00016541974036954343
+    ],
+    [
+     10401,
+     1.760224040481262e-05
+    ],
+    [
+     10501,
+     8.375471225008368e-06
+    ],
+    [
+     10601,
+     6.172745997901075e-06
+    ],
+    [
+     10701,
+     9.161272828350775e-06
+    ],
+    [
+     10801,
+     5.774156306870282e-06
+    ],
+    [
+     10901,
+     1.2115283425373491e-05
+    ],
+    [
+     11001,
+     5.739380867453292e-06
+    ],
+    [
+     11101,
+     5.4140464271768e-06
+    ],
+    [
+     11201,
+     7.136317435652018e-06
+    ],
+    [
+     11301,
+     4.208320206089411e-06
+    ],
+    [
+     11401,
+     9.09073969523888e-06
+    ],
+    [
+     11501,
+     7.2679445111134555e-06
+    ],
+    [
+     11601,
+     2.3021664674161002e-05
+    ],
+    [
+     11701,
+     3.840755653072847e-06
+    ],
+    [
+     11801,
+     5.674822205037344e-06
+    ],
+    [
+     11901,
+     8.776312824920751e-06
+    ],
+    [
+     12001,
+     4.816727596335113e-06
+    ],
+    [
+     12101,
+     5.4177316997083835e-06
+    ],
+    [
+     12201,
+     5.63751518711797e-06
+    ],
+    [
+     12301,
+     5.435162165667862e-06
+    ],
+    [
+     12401,
+     7.318737516470719e-06
+    ],
+    [
+     12501,
+     3.6520032153930515e-06
+    ],
+    [
+     12601,
+     4.727339728560764e-06
+    ],
+    [
+     12701,
+     2.6434052415424958e-05
+    ],
+    [
+     12801,
+     1.4174118405207992e-05
+    ],
+    [
+     12901,
+     1.2034817700623535e-05
+    ],
+    [
+     13001,
+     2.7938993298448622e-05
+    ],
+    [
+     13101,
+     2.4943234166130424e-05
+    ],
+    [
+     13201,
+     7.950888175400905e-06
+    ],
+    [
+     13301,
+     6.0932770793442614e-06
+    ],
+    [
+     13401,
+     4.238097062625457e-06
+    ],
+    [
+     13501,
+     4.138767508266028e-06
+    ],
+    [
+     13601,
+     3.022441433131462e-06
+    ],
+    [
+     13701,
+     3.36763400810014e-06
+    ],
+    [
+     13801,
+     3.7588006307487376e-06
+    ],
+    [
+     13901,
+     2.5182894205499906e-06
+    ],
+    [
+     14001,
+     4.4988719309912995e-06
+    ],
+    [
+     14101,
+     3.6917476791131776e-06
+    ],
+    [
+     14201,
+     3.0100186449999455e-06
+    ],
+    [
+     14301,
+     8.281662303488702e-06
+    ],
+    [
+     14401,
+     5.407835487858392e-06
+    ],
+    [
+     14501,
+     4.063017968292115e-06
+    ],
+    [
+     14601,
+     5.379249614634318e-06
+    ],
+    [
+     14701,
+     3.930162165488582e-06
+    ],
+    [
+     14801,
+     4.599462499754736e-06
+    ],
+    [
+     14901,
+     4.336217443778878e-06
+    ],
+    [
+     15001,
+     7.930902938824147e-06
+    ],
+    [
+     15101,
+     3.4856172987929313e-06
+    ],
+    [
+     15201,
+     6.57084956401377e-06
+    ],
+    [
+     15301,
+     4.195895598968491e-06
+    ],
+    [
+     15401,
+     7.057990842440631e-06
+    ],
+    [
+     15501,
+     5.351933396013919e-06
+    ],
+    [
+     15601,
+     3.52409870174597e-06
+    ],
+    [
+     15701,
+     3.12176553052268e-06
+    ],
+    [
+     15801,
+     4.395791620481759e-06
+    ],
+    [
+     15901,
+     1.4961360648158006e-05
+    ],
+    [
+     16001,
+     1.378052093059523e-05
+    ],
+    [
+     16101,
+     7.229180482681841e-06
+    ],
+    [
+     16201,
+     5.261306341708405e-06
+    ],
+    [
+     16301,
+     4.871380497206701e-06
+    ],
+    [
+     16401,
+     5.366773166315397e-06
+    ],
+    [
+     16501,
+     5.474868430610513e-06
+    ],
+    [
+     16601,
+     3.7041277209937107e-06
+    ],
+    [
+     16701,
+     3.4645017876755446e-06
+    ],
+    [
+     16801,
+     3.2062148420664016e-06
+    ],
+    [
+     16901,
+     4.816755790670868e-06
+    ],
+    [
+     17001,
+     2.820028385031037e-06
+    ],
+    [
+     17101,
+     6.863813723612111e-06
+    ],
+    [
+     17201,
+     2.965302655866253e-06
+    ],
+    [
+     17301,
+     4.377109689812642e-06
+    ],
+    [
+     17401,
+     9.206562936014961e-06
+    ],
+    [
+     17501,
+     3.925180863006972e-06
+    ],
+    [
+     17601,
+     4.115157025808003e-06
+    ],
+    [
+     17701,
+     2.966538431792287e-06
+    ],
+    [
+     17801,
+     3.678063876577653e-06
+    ],
+    [
+     17901,
+     2.940486183433677e-06
+    ],
+    [
+     18001,
+     5.401584985520458e-06
+    ],
+    [
+     18101,
+     9.612505891709588e-06
+    ],
+    [
+     18201,
+     5.073760803497862e-06
+    ],
+    [
+     18301,
+     6.568810931639746e-06
+    ],
+    [
+     18401,
+     2.5220142561011016e-06
+    ],
+    [
+     18501,
+     3.719046617334243e-06
+    ],
+    [
+     18601,
+     3.86186138712219e-06
+    ],
+    [
+     18701,
+     3.2447105695609935e-06
+    ],
+    [
+     18801,
+     3.217391622456489e-06
+    ],
+    [
+     18901,
+     3.502994104565005e-06
+    ],
+    [
+     19001,
+     2.3841728307161247e-06
+    ],
+    [
+     19101,
+     4.228133093420183e-06
+    ],
+    [
+     19201,
+     2.4201867745432537e-06
+    ],
+    [
+     19301,
+     5.1072793212370016e-06
+    ],
+    [
+     19401,
+     3.614755314629292e-06
+    ],
+    [
+     19501,
+     2.478544729456189e-06
+    ],
+    [
+     19601,
+     2.2600020201934967e-06
+    ],
+    [
+     19701,
+     5.1370589062571526e-06
+    ],
+    [
+     19801,
+     2.731867880356731e-06
+    ],
+    [
+     19901,
+     2.673501967365155e-06
+    ],
+    [
+     20001,
+     2.6225961846648715e-06
+    ],
+    [
+     20101,
+     3.003800429723924e-06
+    ],
+    [
+     20201,
+     2.89826084554079e-06
+    ],
+    [
+     20301,
+     2.3146410512708826e-06
+    ],
+    [
+     20401,
+     4.4540920498548076e-06
+    ],
+    [
+     20501,
+     2.9864283987990348e-06
+    ],
+    [
+     20601,
+     4.753376288135769e-06
+    ],
+    [
+     20701,
+     2.9057180199743016e-06
+    ],
+    [
+     20801,
+     2.3034635887597688e-06
+    ],
+    [
+     20901,
+     3.581228838811512e-06
+    ],
+    [
+     21001,
+     3.684274588522385e-06
+    ],
+    [
+     21101,
+     3.7774098018417135e-06
+    ],
+    [
+     21201,
+     7.3945766416727565e-06
+    ],
+    [
+     21301,
+     3.2310435926774517e-06
+    ],
+    [
+     21401,
+     5.035195499658585e-06
+    ],
+    [
+     21501,
+     2.5915492187778e-06
+    ],
+    [
+     21601,
+     4.209536200505681e-06
+    ],
+    [
+     21701,
+     3.5029765967919957e-06
+    ],
+    [
+     21801,
+     3.0174614948919043e-06
+    ],
+    [
+     21901,
+     2.487238816684112e-06
+    ],
+    [
+     22001,
+     2.543116352171637e-06
+    ],
+    [
+     22101,
+     4.2815354390768334e-06
+    ],
+    [
+     22201,
+     2.3345075987890596e-06
+    ],
+    [
+     22301,
+     4.2517553993093316e-06
+    ],
+    [
+     22401,
+     2.264967861265177e-06
+    ],
+    [
+     22501,
+     4.265430106897838e-06
+    ],
+    [
+     22601,
+     3.1441281862498727e-06
+    ],
+    [
+     22701,
+     3.427230240049539e-06
+    ],
+    [
+     22801,
+     1.5186686141532846e-05
+    ],
+    [
+     22901,
+     3.4768904697557446e-06
+    ],
+    [
+     23001,
+     1.7173546211779467e-06
+    ],
+    [
+     23101,
+     1.911069830384804e-06
+    ],
+    [
+     23201,
+     1.8241447605760186e-06
+    ],
+    [
+     23301,
+     1.8763005300570512e-06
+    ],
+    [
+     23401,
+     3.5091743484372273e-06
+    ],
+    [
+     23501,
+     2.3171203338279156e-06
+    ],
+    [
+     23601,
+     2.368032255617436e-06
+    ],
+    [
+     23701,
+     2.803890311042778e-06
+    ],
+    [
+     23801,
+     3.4880863495345693e-06
+    ],
+    [
+     23901,
+     3.89657043342595e-06
+    ],
+    [
+     24000,
+     2.2302008346741786e-06
+    ]
+   ]
+  }
+ },
+ "series": "c83entry",
+ "plain_doc": true
+}
\ No newline at end of file