text-normalization-ru-new / trainer_state.json
alexue4's picture
End of training
dba5c19
raw
history blame
30.3 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 20.0,
"eval_steps": 500,
"global_step": 16920,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0,
"learning_rate": 5.91016548463357e-08,
"loss": 0.0002,
"step": 1
},
{
"epoch": 0.1,
"learning_rate": 5.023640661938535e-06,
"loss": 0.0009,
"step": 85
},
{
"epoch": 0.2,
"learning_rate": 1.004728132387707e-05,
"loss": 0.0012,
"step": 170
},
{
"epoch": 0.3,
"learning_rate": 1.5070921985815603e-05,
"loss": 0.0012,
"step": 255
},
{
"epoch": 0.4,
"learning_rate": 2.009456264775414e-05,
"loss": 0.0007,
"step": 340
},
{
"epoch": 0.5,
"learning_rate": 2.5118203309692672e-05,
"loss": 0.0012,
"step": 425
},
{
"epoch": 0.6,
"learning_rate": 3.0141843971631207e-05,
"loss": 0.0014,
"step": 510
},
{
"epoch": 0.7,
"learning_rate": 3.516548463356974e-05,
"loss": 0.0016,
"step": 595
},
{
"epoch": 0.8,
"learning_rate": 4.018912529550828e-05,
"loss": 0.0018,
"step": 680
},
{
"epoch": 0.9,
"learning_rate": 4.5212765957446815e-05,
"loss": 0.0013,
"step": 765
},
{
"epoch": 1.0,
"eval_loss": 0.005299737676978111,
"eval_max_distance": 3,
"eval_mean_distance": 0,
"eval_runtime": 34.0947,
"eval_samples_per_second": 7.626,
"eval_steps_per_second": 0.528,
"step": 846
},
{
"epoch": 1.0,
"learning_rate": 5.0236406619385343e-05,
"loss": 0.001,
"step": 850
},
{
"epoch": 1.11,
"learning_rate": 5.526004728132388e-05,
"loss": 0.0008,
"step": 935
},
{
"epoch": 1.21,
"learning_rate": 6.0283687943262414e-05,
"loss": 0.0012,
"step": 1020
},
{
"epoch": 1.31,
"learning_rate": 6.530732860520094e-05,
"loss": 0.0015,
"step": 1105
},
{
"epoch": 1.41,
"learning_rate": 7.033096926713948e-05,
"loss": 0.0019,
"step": 1190
},
{
"epoch": 1.51,
"learning_rate": 7.535460992907801e-05,
"loss": 0.001,
"step": 1275
},
{
"epoch": 1.61,
"learning_rate": 8.037825059101656e-05,
"loss": 0.0012,
"step": 1360
},
{
"epoch": 1.71,
"learning_rate": 8.54018912529551e-05,
"loss": 0.0007,
"step": 1445
},
{
"epoch": 1.81,
"learning_rate": 9.042553191489363e-05,
"loss": 0.0008,
"step": 1530
},
{
"epoch": 1.91,
"learning_rate": 9.544917257683215e-05,
"loss": 0.0011,
"step": 1615
},
{
"epoch": 2.0,
"eval_loss": 0.004299119580537081,
"eval_max_distance": 3,
"eval_mean_distance": 0,
"eval_runtime": 30.4314,
"eval_samples_per_second": 8.544,
"eval_steps_per_second": 0.591,
"step": 1692
},
{
"epoch": 2.01,
"learning_rate": 9.994746519569215e-05,
"loss": 0.0007,
"step": 1700
},
{
"epoch": 2.11,
"learning_rate": 9.93892828999212e-05,
"loss": 0.001,
"step": 1785
},
{
"epoch": 2.21,
"learning_rate": 9.883110060415024e-05,
"loss": 0.0008,
"step": 1870
},
{
"epoch": 2.31,
"learning_rate": 9.82729183083793e-05,
"loss": 0.0015,
"step": 1955
},
{
"epoch": 2.41,
"learning_rate": 9.771473601260836e-05,
"loss": 0.0011,
"step": 2040
},
{
"epoch": 2.51,
"learning_rate": 9.715655371683741e-05,
"loss": 0.0011,
"step": 2125
},
{
"epoch": 2.61,
"learning_rate": 9.659837142106646e-05,
"loss": 0.0008,
"step": 2210
},
{
"epoch": 2.71,
"learning_rate": 9.604018912529551e-05,
"loss": 0.0008,
"step": 2295
},
{
"epoch": 2.81,
"learning_rate": 9.548200682952457e-05,
"loss": 0.0009,
"step": 2380
},
{
"epoch": 2.91,
"learning_rate": 9.492382453375361e-05,
"loss": 0.0009,
"step": 2465
},
{
"epoch": 3.0,
"eval_loss": 0.004937924910336733,
"eval_max_distance": 3,
"eval_mean_distance": 0,
"eval_runtime": 30.2916,
"eval_samples_per_second": 8.583,
"eval_steps_per_second": 0.594,
"step": 2538
},
{
"epoch": 3.01,
"learning_rate": 9.436564223798267e-05,
"loss": 0.0013,
"step": 2550
},
{
"epoch": 3.11,
"learning_rate": 9.380745994221172e-05,
"loss": 0.0008,
"step": 2635
},
{
"epoch": 3.22,
"learning_rate": 9.324927764644077e-05,
"loss": 0.0006,
"step": 2720
},
{
"epoch": 3.32,
"learning_rate": 9.269109535066982e-05,
"loss": 0.0009,
"step": 2805
},
{
"epoch": 3.42,
"learning_rate": 9.213291305489888e-05,
"loss": 0.0007,
"step": 2890
},
{
"epoch": 3.52,
"learning_rate": 9.157473075912792e-05,
"loss": 0.0007,
"step": 2975
},
{
"epoch": 3.62,
"learning_rate": 9.101654846335698e-05,
"loss": 0.001,
"step": 3060
},
{
"epoch": 3.72,
"learning_rate": 9.045836616758603e-05,
"loss": 0.0007,
"step": 3145
},
{
"epoch": 3.82,
"learning_rate": 8.990018387181508e-05,
"loss": 0.0009,
"step": 3230
},
{
"epoch": 3.92,
"learning_rate": 8.934200157604413e-05,
"loss": 0.0008,
"step": 3315
},
{
"epoch": 4.0,
"eval_loss": 0.004295715596526861,
"eval_max_distance": 3,
"eval_mean_distance": 0,
"eval_runtime": 30.309,
"eval_samples_per_second": 8.578,
"eval_steps_per_second": 0.594,
"step": 3384
},
{
"epoch": 4.02,
"learning_rate": 8.878381928027319e-05,
"loss": 0.0009,
"step": 3400
},
{
"epoch": 4.12,
"learning_rate": 8.822563698450223e-05,
"loss": 0.0007,
"step": 3485
},
{
"epoch": 4.22,
"learning_rate": 8.766745468873129e-05,
"loss": 0.0005,
"step": 3570
},
{
"epoch": 4.32,
"learning_rate": 8.710927239296034e-05,
"loss": 0.0004,
"step": 3655
},
{
"epoch": 4.42,
"learning_rate": 8.655109009718939e-05,
"loss": 0.0009,
"step": 3740
},
{
"epoch": 4.52,
"learning_rate": 8.599290780141844e-05,
"loss": 0.0009,
"step": 3825
},
{
"epoch": 4.62,
"learning_rate": 8.54347255056475e-05,
"loss": 0.0005,
"step": 3910
},
{
"epoch": 4.72,
"learning_rate": 8.487654320987654e-05,
"loss": 0.0006,
"step": 3995
},
{
"epoch": 4.82,
"learning_rate": 8.43183609141056e-05,
"loss": 0.0004,
"step": 4080
},
{
"epoch": 4.92,
"learning_rate": 8.376017861833465e-05,
"loss": 0.0005,
"step": 4165
},
{
"epoch": 5.0,
"eval_loss": 0.004825934302061796,
"eval_max_distance": 3,
"eval_mean_distance": 0,
"eval_runtime": 31.3644,
"eval_samples_per_second": 8.29,
"eval_steps_per_second": 0.574,
"step": 4230
},
{
"epoch": 5.02,
"learning_rate": 8.320199632256371e-05,
"loss": 0.0007,
"step": 4250
},
{
"epoch": 5.12,
"learning_rate": 8.264381402679275e-05,
"loss": 0.0007,
"step": 4335
},
{
"epoch": 5.22,
"learning_rate": 8.208563173102181e-05,
"loss": 0.0006,
"step": 4420
},
{
"epoch": 5.33,
"learning_rate": 8.152744943525086e-05,
"loss": 0.0008,
"step": 4505
},
{
"epoch": 5.43,
"learning_rate": 8.09692671394799e-05,
"loss": 0.0009,
"step": 4590
},
{
"epoch": 5.53,
"learning_rate": 8.041108484370896e-05,
"loss": 0.0007,
"step": 4675
},
{
"epoch": 5.63,
"learning_rate": 7.985290254793802e-05,
"loss": 0.0007,
"step": 4760
},
{
"epoch": 5.73,
"learning_rate": 7.929472025216706e-05,
"loss": 0.0004,
"step": 4845
},
{
"epoch": 5.83,
"learning_rate": 7.873653795639612e-05,
"loss": 0.0007,
"step": 4930
},
{
"epoch": 5.93,
"learning_rate": 7.817835566062517e-05,
"loss": 0.0006,
"step": 5015
},
{
"epoch": 6.0,
"eval_loss": 0.0023884631227701902,
"eval_max_distance": 3,
"eval_mean_distance": 0,
"eval_runtime": 30.4064,
"eval_samples_per_second": 8.551,
"eval_steps_per_second": 0.592,
"step": 5076
},
{
"epoch": 6.03,
"learning_rate": 7.762017336485422e-05,
"loss": 0.0005,
"step": 5100
},
{
"epoch": 6.13,
"learning_rate": 7.706199106908327e-05,
"loss": 0.0006,
"step": 5185
},
{
"epoch": 6.23,
"learning_rate": 7.650380877331233e-05,
"loss": 0.0005,
"step": 5270
},
{
"epoch": 6.33,
"learning_rate": 7.594562647754137e-05,
"loss": 0.0003,
"step": 5355
},
{
"epoch": 6.43,
"learning_rate": 7.538744418177043e-05,
"loss": 0.0007,
"step": 5440
},
{
"epoch": 6.53,
"learning_rate": 7.482926188599948e-05,
"loss": 0.0008,
"step": 5525
},
{
"epoch": 6.63,
"learning_rate": 7.427107959022853e-05,
"loss": 0.0004,
"step": 5610
},
{
"epoch": 6.73,
"learning_rate": 7.371289729445758e-05,
"loss": 0.0009,
"step": 5695
},
{
"epoch": 6.83,
"learning_rate": 7.315471499868664e-05,
"loss": 0.0008,
"step": 5780
},
{
"epoch": 6.93,
"learning_rate": 7.259653270291568e-05,
"loss": 0.0005,
"step": 5865
},
{
"epoch": 7.0,
"eval_loss": 0.002862530527636409,
"eval_max_distance": 3,
"eval_mean_distance": 0,
"eval_runtime": 30.524,
"eval_samples_per_second": 8.518,
"eval_steps_per_second": 0.59,
"step": 5922
},
{
"epoch": 7.03,
"learning_rate": 7.203835040714474e-05,
"loss": 0.0007,
"step": 5950
},
{
"epoch": 7.13,
"learning_rate": 7.14801681113738e-05,
"loss": 0.0006,
"step": 6035
},
{
"epoch": 7.23,
"learning_rate": 7.092198581560284e-05,
"loss": 0.0005,
"step": 6120
},
{
"epoch": 7.33,
"learning_rate": 7.036380351983189e-05,
"loss": 0.0004,
"step": 6205
},
{
"epoch": 7.43,
"learning_rate": 6.980562122406095e-05,
"loss": 0.0007,
"step": 6290
},
{
"epoch": 7.54,
"learning_rate": 6.924743892829e-05,
"loss": 0.0006,
"step": 6375
},
{
"epoch": 7.64,
"learning_rate": 6.868925663251905e-05,
"loss": 0.0005,
"step": 6460
},
{
"epoch": 7.74,
"learning_rate": 6.81310743367481e-05,
"loss": 0.0007,
"step": 6545
},
{
"epoch": 7.84,
"learning_rate": 6.757289204097716e-05,
"loss": 0.0012,
"step": 6630
},
{
"epoch": 7.94,
"learning_rate": 6.70147097452062e-05,
"loss": 0.0008,
"step": 6715
},
{
"epoch": 8.0,
"eval_loss": 0.006056753918528557,
"eval_max_distance": 3,
"eval_mean_distance": 0,
"eval_runtime": 30.8852,
"eval_samples_per_second": 8.418,
"eval_steps_per_second": 0.583,
"step": 6768
},
{
"epoch": 8.04,
"learning_rate": 6.645652744943526e-05,
"loss": 0.0008,
"step": 6800
},
{
"epoch": 8.14,
"learning_rate": 6.589834515366431e-05,
"loss": 0.0007,
"step": 6885
},
{
"epoch": 8.24,
"learning_rate": 6.534016285789336e-05,
"loss": 0.0005,
"step": 6970
},
{
"epoch": 8.34,
"learning_rate": 6.478198056212241e-05,
"loss": 0.0006,
"step": 7055
},
{
"epoch": 8.44,
"learning_rate": 6.422379826635147e-05,
"loss": 0.0007,
"step": 7140
},
{
"epoch": 8.54,
"learning_rate": 6.366561597058051e-05,
"loss": 0.0004,
"step": 7225
},
{
"epoch": 8.64,
"learning_rate": 6.310743367480957e-05,
"loss": 0.0006,
"step": 7310
},
{
"epoch": 8.74,
"learning_rate": 6.254925137903862e-05,
"loss": 0.0004,
"step": 7395
},
{
"epoch": 8.84,
"learning_rate": 6.199106908326767e-05,
"loss": 0.0005,
"step": 7480
},
{
"epoch": 8.94,
"learning_rate": 6.143288678749672e-05,
"loss": 0.0006,
"step": 7565
},
{
"epoch": 9.0,
"eval_loss": 0.005007054656744003,
"eval_max_distance": 3,
"eval_mean_distance": 0,
"eval_runtime": 29.9284,
"eval_samples_per_second": 8.687,
"eval_steps_per_second": 0.601,
"step": 7614
},
{
"epoch": 9.04,
"learning_rate": 6.087470449172577e-05,
"loss": 0.0006,
"step": 7650
},
{
"epoch": 9.14,
"learning_rate": 6.031652219595483e-05,
"loss": 0.0007,
"step": 7735
},
{
"epoch": 9.24,
"learning_rate": 5.975833990018388e-05,
"loss": 0.0005,
"step": 7820
},
{
"epoch": 9.34,
"learning_rate": 5.9200157604412935e-05,
"loss": 0.0006,
"step": 7905
},
{
"epoch": 9.44,
"learning_rate": 5.8641975308641984e-05,
"loss": 0.0006,
"step": 7990
},
{
"epoch": 9.54,
"learning_rate": 5.8083793012871034e-05,
"loss": 0.0004,
"step": 8075
},
{
"epoch": 9.65,
"learning_rate": 5.752561071710009e-05,
"loss": 0.0004,
"step": 8160
},
{
"epoch": 9.75,
"learning_rate": 5.696742842132914e-05,
"loss": 0.0004,
"step": 8245
},
{
"epoch": 9.85,
"learning_rate": 5.640924612555819e-05,
"loss": 0.0004,
"step": 8330
},
{
"epoch": 9.95,
"learning_rate": 5.585106382978723e-05,
"loss": 0.0006,
"step": 8415
},
{
"epoch": 10.0,
"eval_loss": 0.009199680760502815,
"eval_max_distance": 3,
"eval_mean_distance": 0,
"eval_runtime": 29.8643,
"eval_samples_per_second": 8.706,
"eval_steps_per_second": 0.603,
"step": 8460
},
{
"epoch": 10.05,
"learning_rate": 5.529288153401628e-05,
"loss": 0.0005,
"step": 8500
},
{
"epoch": 10.15,
"learning_rate": 5.473469923824534e-05,
"loss": 0.0006,
"step": 8585
},
{
"epoch": 10.25,
"learning_rate": 5.4176516942474386e-05,
"loss": 0.0005,
"step": 8670
},
{
"epoch": 10.35,
"learning_rate": 5.3618334646703436e-05,
"loss": 0.0004,
"step": 8755
},
{
"epoch": 10.45,
"learning_rate": 5.306015235093249e-05,
"loss": 0.0004,
"step": 8840
},
{
"epoch": 10.55,
"learning_rate": 5.250197005516154e-05,
"loss": 0.0004,
"step": 8925
},
{
"epoch": 10.65,
"learning_rate": 5.19437877593906e-05,
"loss": 0.0006,
"step": 9010
},
{
"epoch": 10.75,
"learning_rate": 5.138560546361965e-05,
"loss": 0.0005,
"step": 9095
},
{
"epoch": 10.85,
"learning_rate": 5.0827423167848696e-05,
"loss": 0.0005,
"step": 9180
},
{
"epoch": 10.95,
"learning_rate": 5.026924087207775e-05,
"loss": 0.0004,
"step": 9265
},
{
"epoch": 11.0,
"eval_loss": 0.006612914614379406,
"eval_max_distance": 3,
"eval_mean_distance": 0,
"eval_runtime": 30.0706,
"eval_samples_per_second": 8.646,
"eval_steps_per_second": 0.599,
"step": 9306
},
{
"epoch": 11.05,
"learning_rate": 4.971105857630681e-05,
"loss": 0.0005,
"step": 9350
},
{
"epoch": 11.15,
"learning_rate": 4.915287628053586e-05,
"loss": 0.0005,
"step": 9435
},
{
"epoch": 11.25,
"learning_rate": 4.8594693984764914e-05,
"loss": 0.0006,
"step": 9520
},
{
"epoch": 11.35,
"learning_rate": 4.8036511688993963e-05,
"loss": 0.0004,
"step": 9605
},
{
"epoch": 11.45,
"learning_rate": 4.747832939322301e-05,
"loss": 0.0006,
"step": 9690
},
{
"epoch": 11.55,
"learning_rate": 4.692014709745207e-05,
"loss": 0.0004,
"step": 9775
},
{
"epoch": 11.65,
"learning_rate": 4.636196480168112e-05,
"loss": 0.0005,
"step": 9860
},
{
"epoch": 11.76,
"learning_rate": 4.580378250591017e-05,
"loss": 0.0005,
"step": 9945
},
{
"epoch": 11.86,
"learning_rate": 4.5245600210139224e-05,
"loss": 0.0006,
"step": 10030
},
{
"epoch": 11.96,
"learning_rate": 4.4687417914368273e-05,
"loss": 0.0004,
"step": 10115
},
{
"epoch": 12.0,
"eval_loss": 0.006491700652986765,
"eval_max_distance": 3,
"eval_mean_distance": 0,
"eval_runtime": 29.5704,
"eval_samples_per_second": 8.793,
"eval_steps_per_second": 0.609,
"step": 10152
},
{
"epoch": 12.06,
"learning_rate": 4.412923561859732e-05,
"loss": 0.0004,
"step": 10200
},
{
"epoch": 12.16,
"learning_rate": 4.357105332282638e-05,
"loss": 0.0004,
"step": 10285
},
{
"epoch": 12.26,
"learning_rate": 4.301287102705542e-05,
"loss": 0.0003,
"step": 10370
},
{
"epoch": 12.36,
"learning_rate": 4.245468873128448e-05,
"loss": 0.0004,
"step": 10455
},
{
"epoch": 12.46,
"learning_rate": 4.189650643551353e-05,
"loss": 0.0003,
"step": 10540
},
{
"epoch": 12.56,
"learning_rate": 4.133832413974258e-05,
"loss": 0.0004,
"step": 10625
},
{
"epoch": 12.66,
"learning_rate": 4.078014184397163e-05,
"loss": 0.0003,
"step": 10710
},
{
"epoch": 12.76,
"learning_rate": 4.022195954820068e-05,
"loss": 0.0004,
"step": 10795
},
{
"epoch": 12.86,
"learning_rate": 3.966377725242973e-05,
"loss": 0.0005,
"step": 10880
},
{
"epoch": 12.96,
"learning_rate": 3.910559495665879e-05,
"loss": 0.0003,
"step": 10965
},
{
"epoch": 13.0,
"eval_loss": 0.006619863212108612,
"eval_max_distance": 3,
"eval_mean_distance": 0,
"eval_runtime": 29.8838,
"eval_samples_per_second": 8.7,
"eval_steps_per_second": 0.602,
"step": 10998
},
{
"epoch": 13.06,
"learning_rate": 3.854741266088784e-05,
"loss": 0.0004,
"step": 11050
},
{
"epoch": 13.16,
"learning_rate": 3.7989230365116893e-05,
"loss": 0.0003,
"step": 11135
},
{
"epoch": 13.26,
"learning_rate": 3.743104806934594e-05,
"loss": 0.0003,
"step": 11220
},
{
"epoch": 13.36,
"learning_rate": 3.687286577357499e-05,
"loss": 0.0004,
"step": 11305
},
{
"epoch": 13.46,
"learning_rate": 3.631468347780405e-05,
"loss": 0.0003,
"step": 11390
},
{
"epoch": 13.56,
"learning_rate": 3.57565011820331e-05,
"loss": 0.0003,
"step": 11475
},
{
"epoch": 13.66,
"learning_rate": 3.519831888626215e-05,
"loss": 0.0004,
"step": 11560
},
{
"epoch": 13.76,
"learning_rate": 3.4640136590491203e-05,
"loss": 0.0005,
"step": 11645
},
{
"epoch": 13.87,
"learning_rate": 3.408195429472025e-05,
"loss": 0.0004,
"step": 11730
},
{
"epoch": 13.97,
"learning_rate": 3.35237719989493e-05,
"loss": 0.0005,
"step": 11815
},
{
"epoch": 14.0,
"eval_loss": 0.006221045274287462,
"eval_max_distance": 3,
"eval_mean_distance": 0,
"eval_runtime": 30.0954,
"eval_samples_per_second": 8.639,
"eval_steps_per_second": 0.598,
"step": 11844
},
{
"epoch": 14.07,
"learning_rate": 3.296558970317836e-05,
"loss": 0.0005,
"step": 11900
},
{
"epoch": 14.17,
"learning_rate": 3.240740740740741e-05,
"loss": 0.0003,
"step": 11985
},
{
"epoch": 14.27,
"learning_rate": 3.184922511163646e-05,
"loss": 0.0005,
"step": 12070
},
{
"epoch": 14.37,
"learning_rate": 3.1291042815865513e-05,
"loss": 0.0004,
"step": 12155
},
{
"epoch": 14.47,
"learning_rate": 3.073286052009456e-05,
"loss": 0.0005,
"step": 12240
},
{
"epoch": 14.57,
"learning_rate": 3.0174678224323616e-05,
"loss": 0.0004,
"step": 12325
},
{
"epoch": 14.67,
"learning_rate": 2.961649592855267e-05,
"loss": 0.0005,
"step": 12410
},
{
"epoch": 14.77,
"learning_rate": 2.905831363278172e-05,
"loss": 0.0005,
"step": 12495
},
{
"epoch": 14.87,
"learning_rate": 2.850013133701077e-05,
"loss": 0.0006,
"step": 12580
},
{
"epoch": 14.97,
"learning_rate": 2.7941949041239823e-05,
"loss": 0.0003,
"step": 12665
},
{
"epoch": 15.0,
"eval_loss": 0.006079429294914007,
"eval_max_distance": 3,
"eval_mean_distance": 0,
"eval_runtime": 29.8562,
"eval_samples_per_second": 8.708,
"eval_steps_per_second": 0.603,
"step": 12690
},
{
"epoch": 15.07,
"learning_rate": 2.7383766745468876e-05,
"loss": 0.0004,
"step": 12750
},
{
"epoch": 15.17,
"learning_rate": 2.6825584449697926e-05,
"loss": 0.0004,
"step": 12835
},
{
"epoch": 15.27,
"learning_rate": 2.626740215392698e-05,
"loss": 0.0007,
"step": 12920
},
{
"epoch": 15.37,
"learning_rate": 2.570921985815603e-05,
"loss": 0.0003,
"step": 13005
},
{
"epoch": 15.47,
"learning_rate": 2.5151037562385084e-05,
"loss": 0.0005,
"step": 13090
},
{
"epoch": 15.57,
"learning_rate": 2.4592855266614133e-05,
"loss": 0.0004,
"step": 13175
},
{
"epoch": 15.67,
"learning_rate": 2.4034672970843186e-05,
"loss": 0.0005,
"step": 13260
},
{
"epoch": 15.77,
"learning_rate": 2.3476490675072236e-05,
"loss": 0.0004,
"step": 13345
},
{
"epoch": 15.87,
"learning_rate": 2.291830837930129e-05,
"loss": 0.0002,
"step": 13430
},
{
"epoch": 15.98,
"learning_rate": 2.2360126083530338e-05,
"loss": 0.0004,
"step": 13515
},
{
"epoch": 16.0,
"eval_loss": 0.005943103693425655,
"eval_max_distance": 3,
"eval_mean_distance": 0,
"eval_runtime": 29.5405,
"eval_samples_per_second": 8.801,
"eval_steps_per_second": 0.609,
"step": 13536
},
{
"epoch": 16.08,
"learning_rate": 2.180194378775939e-05,
"loss": 0.0005,
"step": 13600
},
{
"epoch": 16.18,
"learning_rate": 2.1243761491988443e-05,
"loss": 0.0003,
"step": 13685
},
{
"epoch": 16.28,
"learning_rate": 2.0685579196217493e-05,
"loss": 0.0005,
"step": 13770
},
{
"epoch": 16.38,
"learning_rate": 2.0127396900446546e-05,
"loss": 0.0003,
"step": 13855
},
{
"epoch": 16.48,
"learning_rate": 1.95692146046756e-05,
"loss": 0.0004,
"step": 13940
},
{
"epoch": 16.58,
"learning_rate": 1.901103230890465e-05,
"loss": 0.0003,
"step": 14025
},
{
"epoch": 16.68,
"learning_rate": 1.84528500131337e-05,
"loss": 0.0004,
"step": 14110
},
{
"epoch": 16.78,
"learning_rate": 1.7894667717362753e-05,
"loss": 0.0004,
"step": 14195
},
{
"epoch": 16.88,
"learning_rate": 1.7336485421591806e-05,
"loss": 0.0004,
"step": 14280
},
{
"epoch": 16.98,
"learning_rate": 1.677830312582086e-05,
"loss": 0.0003,
"step": 14365
},
{
"epoch": 17.0,
"eval_loss": 0.006018976215273142,
"eval_max_distance": 3,
"eval_mean_distance": 0,
"eval_runtime": 29.8665,
"eval_samples_per_second": 8.705,
"eval_steps_per_second": 0.603,
"step": 14382
},
{
"epoch": 17.08,
"learning_rate": 1.622012083004991e-05,
"loss": 0.0004,
"step": 14450
},
{
"epoch": 17.18,
"learning_rate": 1.566193853427896e-05,
"loss": 0.0002,
"step": 14535
},
{
"epoch": 17.28,
"learning_rate": 1.5103756238508012e-05,
"loss": 0.0003,
"step": 14620
},
{
"epoch": 17.38,
"learning_rate": 1.4545573942737065e-05,
"loss": 0.0005,
"step": 14705
},
{
"epoch": 17.48,
"learning_rate": 1.3987391646966116e-05,
"loss": 0.0008,
"step": 14790
},
{
"epoch": 17.58,
"learning_rate": 1.3429209351195169e-05,
"loss": 0.0003,
"step": 14875
},
{
"epoch": 17.68,
"learning_rate": 1.287102705542422e-05,
"loss": 0.0003,
"step": 14960
},
{
"epoch": 17.78,
"learning_rate": 1.2312844759653271e-05,
"loss": 0.0005,
"step": 15045
},
{
"epoch": 17.88,
"learning_rate": 1.1754662463882322e-05,
"loss": 0.0003,
"step": 15130
},
{
"epoch": 17.98,
"learning_rate": 1.1196480168111375e-05,
"loss": 0.0004,
"step": 15215
},
{
"epoch": 18.0,
"eval_loss": 0.006091571878641844,
"eval_max_distance": 3,
"eval_mean_distance": 0,
"eval_runtime": 29.7889,
"eval_samples_per_second": 8.728,
"eval_steps_per_second": 0.604,
"step": 15228
},
{
"epoch": 18.09,
"learning_rate": 1.0638297872340426e-05,
"loss": 0.0003,
"step": 15300
},
{
"epoch": 18.19,
"learning_rate": 1.0080115576569477e-05,
"loss": 0.0004,
"step": 15385
},
{
"epoch": 18.29,
"learning_rate": 9.52193328079853e-06,
"loss": 0.0004,
"step": 15470
},
{
"epoch": 18.39,
"learning_rate": 8.963750985027581e-06,
"loss": 0.0003,
"step": 15555
},
{
"epoch": 18.49,
"learning_rate": 8.405568689256634e-06,
"loss": 0.0003,
"step": 15640
},
{
"epoch": 18.59,
"learning_rate": 7.847386393485685e-06,
"loss": 0.0004,
"step": 15725
},
{
"epoch": 18.69,
"learning_rate": 7.289204097714736e-06,
"loss": 0.0004,
"step": 15810
},
{
"epoch": 18.79,
"learning_rate": 6.731021801943787e-06,
"loss": 0.0004,
"step": 15895
},
{
"epoch": 18.89,
"learning_rate": 6.172839506172839e-06,
"loss": 0.0004,
"step": 15980
},
{
"epoch": 18.99,
"learning_rate": 5.614657210401891e-06,
"loss": 0.0003,
"step": 16065
},
{
"epoch": 19.0,
"eval_loss": 0.006117388140410185,
"eval_max_distance": 3,
"eval_mean_distance": 0,
"eval_runtime": 29.5322,
"eval_samples_per_second": 8.804,
"eval_steps_per_second": 0.61,
"step": 16074
},
{
"epoch": 19.09,
"learning_rate": 5.056474914630943e-06,
"loss": 0.0003,
"step": 16150
},
{
"epoch": 19.19,
"learning_rate": 4.498292618859995e-06,
"loss": 0.0004,
"step": 16235
},
{
"epoch": 19.29,
"learning_rate": 3.940110323089047e-06,
"loss": 0.0002,
"step": 16320
},
{
"epoch": 19.39,
"learning_rate": 3.3819280273180985e-06,
"loss": 0.0003,
"step": 16405
},
{
"epoch": 19.49,
"learning_rate": 2.82374573154715e-06,
"loss": 0.0003,
"step": 16490
},
{
"epoch": 19.59,
"learning_rate": 2.265563435776202e-06,
"loss": 0.0002,
"step": 16575
},
{
"epoch": 19.69,
"learning_rate": 1.7073811400052534e-06,
"loss": 0.0004,
"step": 16660
},
{
"epoch": 19.79,
"learning_rate": 1.1491988442343054e-06,
"loss": 0.0003,
"step": 16745
},
{
"epoch": 19.89,
"learning_rate": 5.91016548463357e-07,
"loss": 0.0003,
"step": 16830
},
{
"epoch": 19.99,
"learning_rate": 3.2834252692408726e-08,
"loss": 0.0005,
"step": 16915
},
{
"epoch": 20.0,
"eval_loss": 0.00614793598651886,
"eval_max_distance": 3,
"eval_mean_distance": 0,
"eval_runtime": 29.6354,
"eval_samples_per_second": 8.773,
"eval_steps_per_second": 0.607,
"step": 16920
},
{
"epoch": 20.0,
"step": 16920,
"total_flos": 4933712379248640.0,
"train_loss": 0.0005908621804599912,
"train_runtime": 1909.7013,
"train_samples_per_second": 132.796,
"train_steps_per_second": 8.86
}
],
"logging_steps": 85,
"max_steps": 16920,
"num_train_epochs": 20,
"save_steps": 170,
"total_flos": 4933712379248640.0,
"trial_name": null,
"trial_params": null
}