debugging / trainer_state.json
bowphs's picture
End of training
6492347 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 3.0,
"eval_steps": 500,
"global_step": 16464,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.00018221574344023323,
"eval_accuracy": 0.013372916488627156,
"eval_loss": 10.764164924621582,
"eval_runtime": 265.3902,
"eval_samples_per_second": 71.762,
"eval_steps_per_second": 2.246,
"step": 1
},
{
"epoch": 0.00036443148688046647,
"eval_accuracy": 0.038661994909930615,
"eval_loss": 10.623634338378906,
"eval_runtime": 265.6524,
"eval_samples_per_second": 71.691,
"eval_steps_per_second": 2.244,
"step": 2
},
{
"epoch": 0.0007288629737609329,
"eval_accuracy": 0.0419639958558818,
"eval_loss": 10.446562767028809,
"eval_runtime": 265.6133,
"eval_samples_per_second": 71.702,
"eval_steps_per_second": 2.244,
"step": 4
},
{
"epoch": 0.0014577259475218659,
"eval_accuracy": 0.04410673183105199,
"eval_loss": 10.253758430480957,
"eval_runtime": 266.28,
"eval_samples_per_second": 71.522,
"eval_steps_per_second": 2.238,
"step": 8
},
{
"epoch": 0.0029154518950437317,
"eval_accuracy": 0.04422052313718063,
"eval_loss": 10.048787117004395,
"eval_runtime": 265.5895,
"eval_samples_per_second": 71.708,
"eval_steps_per_second": 2.244,
"step": 16
},
{
"epoch": 0.0058309037900874635,
"eval_accuracy": 0.05247016186133218,
"eval_loss": 9.678139686584473,
"eval_runtime": 266.1849,
"eval_samples_per_second": 71.548,
"eval_steps_per_second": 2.239,
"step": 32
},
{
"epoch": 0.011661807580174927,
"eval_accuracy": 0.06491211456531285,
"eval_loss": 9.024864196777344,
"eval_runtime": 266.9794,
"eval_samples_per_second": 71.335,
"eval_steps_per_second": 2.232,
"step": 64
},
{
"epoch": 0.023323615160349854,
"eval_accuracy": 0.08493399513987425,
"eval_loss": 8.21505069732666,
"eval_runtime": 266.8342,
"eval_samples_per_second": 71.374,
"eval_steps_per_second": 2.234,
"step": 128
},
{
"epoch": 0.04664723032069971,
"eval_accuracy": 0.10968881388346323,
"eval_loss": 7.2851386070251465,
"eval_runtime": 267.6197,
"eval_samples_per_second": 71.164,
"eval_steps_per_second": 2.227,
"step": 256
},
{
"epoch": 0.09110787172011661,
"grad_norm": 0.5542777180671692,
"learning_rate": 4.848153547133139e-05,
"loss": 7.6369,
"step": 500
},
{
"epoch": 0.09329446064139942,
"eval_accuracy": 0.12987750625095115,
"eval_loss": 6.427273273468018,
"eval_runtime": 267.5439,
"eval_samples_per_second": 71.185,
"eval_steps_per_second": 2.228,
"step": 512
},
{
"epoch": 0.18221574344023322,
"grad_norm": 0.6718143820762634,
"learning_rate": 4.696307094266278e-05,
"loss": 6.0229,
"step": 1000
},
{
"epoch": 0.18658892128279883,
"eval_accuracy": 0.16116734379422917,
"eval_loss": 5.696187496185303,
"eval_runtime": 268.1415,
"eval_samples_per_second": 71.026,
"eval_steps_per_second": 2.223,
"step": 1024
},
{
"epoch": 0.27332361516034986,
"grad_norm": 0.6730483174324036,
"learning_rate": 4.5444606413994175e-05,
"loss": 5.5062,
"step": 1500
},
{
"epoch": 0.36443148688046645,
"grad_norm": 0.7009645700454712,
"learning_rate": 4.3926141885325564e-05,
"loss": 5.2064,
"step": 2000
},
{
"epoch": 0.37317784256559766,
"eval_accuracy": 0.1897994845258965,
"eval_loss": 5.082965850830078,
"eval_runtime": 268.3609,
"eval_samples_per_second": 70.968,
"eval_steps_per_second": 2.221,
"step": 2048
},
{
"epoch": 0.4555393586005831,
"grad_norm": 0.7892386317253113,
"learning_rate": 4.240767735665695e-05,
"loss": 4.9923,
"step": 2500
},
{
"epoch": 0.5466472303206997,
"grad_norm": 0.8406383991241455,
"learning_rate": 4.088921282798834e-05,
"loss": 4.8437,
"step": 3000
},
{
"epoch": 0.6377551020408163,
"grad_norm": 0.8709362149238586,
"learning_rate": 3.937074829931973e-05,
"loss": 4.7268,
"step": 3500
},
{
"epoch": 0.7288629737609329,
"grad_norm": 0.9013070464134216,
"learning_rate": 3.785228377065112e-05,
"loss": 4.6324,
"step": 4000
},
{
"epoch": 0.7463556851311953,
"eval_accuracy": 0.22371889184616256,
"eval_loss": 4.59232759475708,
"eval_runtime": 268.1172,
"eval_samples_per_second": 71.032,
"eval_steps_per_second": 2.223,
"step": 4096
},
{
"epoch": 0.8199708454810496,
"grad_norm": 0.9396291971206665,
"learning_rate": 3.6333819241982507e-05,
"loss": 4.556,
"step": 4500
},
{
"epoch": 0.9110787172011662,
"grad_norm": 1.0571624040603638,
"learning_rate": 3.4815354713313895e-05,
"loss": 4.4846,
"step": 5000
},
{
"epoch": 1.0,
"eval_accuracy": 0.2389537359040827,
"eval_loss": 4.42299747467041,
"eval_runtime": 268.0887,
"eval_samples_per_second": 71.04,
"eval_steps_per_second": 2.223,
"step": 5488
},
{
"epoch": 1.0021865889212829,
"grad_norm": 0.9928905963897705,
"learning_rate": 3.329689018464529e-05,
"loss": 4.4267,
"step": 5500
},
{
"epoch": 1.0932944606413995,
"grad_norm": 1.0094623565673828,
"learning_rate": 3.177842565597668e-05,
"loss": 4.3598,
"step": 6000
},
{
"epoch": 1.184402332361516,
"grad_norm": 1.1072958707809448,
"learning_rate": 3.0259961127308068e-05,
"loss": 4.3227,
"step": 6500
},
{
"epoch": 1.2755102040816326,
"grad_norm": 1.047276258468628,
"learning_rate": 2.8741496598639456e-05,
"loss": 4.2846,
"step": 7000
},
{
"epoch": 1.3666180758017492,
"grad_norm": 1.0852686166763306,
"learning_rate": 2.7223032069970845e-05,
"loss": 4.2512,
"step": 7500
},
{
"epoch": 1.4577259475218658,
"grad_norm": 1.080506443977356,
"learning_rate": 2.5704567541302237e-05,
"loss": 4.2266,
"step": 8000
},
{
"epoch": 1.4927113702623906,
"eval_accuracy": 0.25919180456227686,
"eval_loss": 4.229198455810547,
"eval_runtime": 268.9266,
"eval_samples_per_second": 70.819,
"eval_steps_per_second": 2.216,
"step": 8192
},
{
"epoch": 1.5488338192419824,
"grad_norm": 1.1083309650421143,
"learning_rate": 2.4186103012633625e-05,
"loss": 4.1916,
"step": 8500
},
{
"epoch": 1.639941690962099,
"grad_norm": 1.1683882474899292,
"learning_rate": 2.2667638483965014e-05,
"loss": 4.1699,
"step": 9000
},
{
"epoch": 1.7310495626822158,
"grad_norm": 1.2223962545394897,
"learning_rate": 2.1149173955296406e-05,
"loss": 4.1517,
"step": 9500
},
{
"epoch": 1.8221574344023324,
"grad_norm": 1.1384245157241821,
"learning_rate": 1.9630709426627795e-05,
"loss": 4.1228,
"step": 10000
},
{
"epoch": 1.913265306122449,
"grad_norm": 1.2079499959945679,
"learning_rate": 1.8112244897959187e-05,
"loss": 4.1079,
"step": 10500
},
{
"epoch": 2.0,
"eval_accuracy": 0.2717258887026585,
"eval_loss": 4.115562438964844,
"eval_runtime": 267.5246,
"eval_samples_per_second": 71.19,
"eval_steps_per_second": 2.228,
"step": 10976
},
{
"epoch": 2.0043731778425657,
"grad_norm": 1.215710163116455,
"learning_rate": 1.6593780369290575e-05,
"loss": 4.0902,
"step": 11000
},
{
"epoch": 2.0954810495626823,
"grad_norm": 1.2627053260803223,
"learning_rate": 1.5075315840621965e-05,
"loss": 4.0556,
"step": 11500
},
{
"epoch": 2.186588921282799,
"grad_norm": 1.2118171453475952,
"learning_rate": 1.3556851311953352e-05,
"loss": 4.0461,
"step": 12000
},
{
"epoch": 2.2776967930029155,
"grad_norm": 1.3033018112182617,
"learning_rate": 1.2038386783284743e-05,
"loss": 4.0326,
"step": 12500
},
{
"epoch": 2.368804664723032,
"grad_norm": 1.2471245527267456,
"learning_rate": 1.0519922254616133e-05,
"loss": 4.0282,
"step": 13000
},
{
"epoch": 2.4599125364431487,
"grad_norm": 1.304821252822876,
"learning_rate": 9.001457725947522e-06,
"loss": 4.0197,
"step": 13500
},
{
"epoch": 2.5510204081632653,
"grad_norm": 1.1969258785247803,
"learning_rate": 7.482993197278912e-06,
"loss": 4.0076,
"step": 14000
},
{
"epoch": 2.642128279883382,
"grad_norm": 1.264854073524475,
"learning_rate": 5.964528668610301e-06,
"loss": 3.9948,
"step": 14500
},
{
"epoch": 2.7332361516034984,
"grad_norm": 1.2441176176071167,
"learning_rate": 4.4460641399416915e-06,
"loss": 3.9953,
"step": 15000
},
{
"epoch": 2.824344023323615,
"grad_norm": 1.2413525581359863,
"learning_rate": 2.9275996112730806e-06,
"loss": 3.9837,
"step": 15500
},
{
"epoch": 2.9154518950437316,
"grad_norm": 1.2331761121749878,
"learning_rate": 1.4091350826044704e-06,
"loss": 3.9841,
"step": 16000
},
{
"epoch": 2.9854227405247813,
"eval_accuracy": 0.28256937381675906,
"eval_loss": 4.027393817901611,
"eval_runtime": 267.6695,
"eval_samples_per_second": 71.151,
"eval_steps_per_second": 2.227,
"step": 16384
},
{
"epoch": 3.0,
"eval_accuracy": 0.2825705030042804,
"eval_loss": 4.0273261070251465,
"eval_runtime": 268.1735,
"eval_samples_per_second": 71.017,
"eval_steps_per_second": 2.222,
"step": 16464
},
{
"epoch": 3.0,
"step": 16464,
"total_flos": 1.44589665695957e+17,
"train_loss": 4.469071524483817,
"train_runtime": 22077.8476,
"train_samples_per_second": 23.862,
"train_steps_per_second": 0.746
}
],
"logging_steps": 500,
"max_steps": 16464,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 1.44589665695957e+17,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}