vit-base-beans / trainer_state.json
chun061205's picture
End of training
2b4ac7e verified
{
"best_metric": 0.06447368860244751,
"best_model_checkpoint": "runs/beans_outputs/checkpoint-520",
"epoch": 5.0,
"eval_steps": 500,
"global_step": 650,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.07692307692307693,
"grad_norm": 2.198932409286499,
"learning_rate": 1.9692307692307696e-05,
"loss": 1.0245,
"step": 10
},
{
"epoch": 0.15384615384615385,
"grad_norm": 1.8804973363876343,
"learning_rate": 1.9384615384615386e-05,
"loss": 0.9455,
"step": 20
},
{
"epoch": 0.23076923076923078,
"grad_norm": 2.0275747776031494,
"learning_rate": 1.907692307692308e-05,
"loss": 0.8402,
"step": 30
},
{
"epoch": 0.3076923076923077,
"grad_norm": 2.6169326305389404,
"learning_rate": 1.876923076923077e-05,
"loss": 0.6958,
"step": 40
},
{
"epoch": 0.38461538461538464,
"grad_norm": 4.97913932800293,
"learning_rate": 1.8461538461538465e-05,
"loss": 0.6621,
"step": 50
},
{
"epoch": 0.46153846153846156,
"grad_norm": 2.330277681350708,
"learning_rate": 1.8153846153846155e-05,
"loss": 0.5817,
"step": 60
},
{
"epoch": 0.5384615384615384,
"grad_norm": 1.8199760913848877,
"learning_rate": 1.784615384615385e-05,
"loss": 0.5207,
"step": 70
},
{
"epoch": 0.6153846153846154,
"grad_norm": 1.2205573320388794,
"learning_rate": 1.753846153846154e-05,
"loss": 0.3956,
"step": 80
},
{
"epoch": 0.6923076923076923,
"grad_norm": 2.3881430625915527,
"learning_rate": 1.7230769230769234e-05,
"loss": 0.354,
"step": 90
},
{
"epoch": 0.7692307692307693,
"grad_norm": 3.0776097774505615,
"learning_rate": 1.6923076923076924e-05,
"loss": 0.3698,
"step": 100
},
{
"epoch": 0.8461538461538461,
"grad_norm": 2.2470011711120605,
"learning_rate": 1.6615384615384618e-05,
"loss": 0.3316,
"step": 110
},
{
"epoch": 0.9230769230769231,
"grad_norm": 2.575230836868286,
"learning_rate": 1.630769230769231e-05,
"loss": 0.247,
"step": 120
},
{
"epoch": 1.0,
"grad_norm": 7.0244927406311035,
"learning_rate": 1.6000000000000003e-05,
"loss": 0.2821,
"step": 130
},
{
"epoch": 1.0,
"eval_accuracy": 0.9624060150375939,
"eval_loss": 0.21702182292938232,
"eval_runtime": 4.8414,
"eval_samples_per_second": 27.471,
"eval_steps_per_second": 3.511,
"step": 130
},
{
"epoch": 1.0769230769230769,
"grad_norm": 1.5459403991699219,
"learning_rate": 1.5692307692307693e-05,
"loss": 0.1998,
"step": 140
},
{
"epoch": 1.1538461538461537,
"grad_norm": 3.0010740756988525,
"learning_rate": 1.5384615384615387e-05,
"loss": 0.2238,
"step": 150
},
{
"epoch": 1.2307692307692308,
"grad_norm": 1.4257588386535645,
"learning_rate": 1.5076923076923078e-05,
"loss": 0.2054,
"step": 160
},
{
"epoch": 1.3076923076923077,
"grad_norm": 0.5266915559768677,
"learning_rate": 1.4769230769230772e-05,
"loss": 0.2185,
"step": 170
},
{
"epoch": 1.3846153846153846,
"grad_norm": 0.6089905500411987,
"learning_rate": 1.4461538461538462e-05,
"loss": 0.2053,
"step": 180
},
{
"epoch": 1.4615384615384617,
"grad_norm": 2.8735594749450684,
"learning_rate": 1.4153846153846156e-05,
"loss": 0.1624,
"step": 190
},
{
"epoch": 1.5384615384615383,
"grad_norm": 0.4562249481678009,
"learning_rate": 1.3846153846153847e-05,
"loss": 0.2551,
"step": 200
},
{
"epoch": 1.6153846153846154,
"grad_norm": 0.5948198437690735,
"learning_rate": 1.353846153846154e-05,
"loss": 0.1809,
"step": 210
},
{
"epoch": 1.6923076923076923,
"grad_norm": 3.139431953430176,
"learning_rate": 1.3230769230769231e-05,
"loss": 0.2144,
"step": 220
},
{
"epoch": 1.7692307692307692,
"grad_norm": 1.9466521739959717,
"learning_rate": 1.2923076923076925e-05,
"loss": 0.1757,
"step": 230
},
{
"epoch": 1.8461538461538463,
"grad_norm": 5.938401699066162,
"learning_rate": 1.2615384615384616e-05,
"loss": 0.2557,
"step": 240
},
{
"epoch": 1.9230769230769231,
"grad_norm": 0.3760318160057068,
"learning_rate": 1.230769230769231e-05,
"loss": 0.1325,
"step": 250
},
{
"epoch": 2.0,
"grad_norm": 0.34790655970573425,
"learning_rate": 1.2e-05,
"loss": 0.1291,
"step": 260
},
{
"epoch": 2.0,
"eval_accuracy": 0.9699248120300752,
"eval_loss": 0.12987138330936432,
"eval_runtime": 1.598,
"eval_samples_per_second": 83.231,
"eval_steps_per_second": 10.639,
"step": 260
},
{
"epoch": 2.076923076923077,
"grad_norm": 0.5149113535881042,
"learning_rate": 1.1692307692307694e-05,
"loss": 0.094,
"step": 270
},
{
"epoch": 2.1538461538461537,
"grad_norm": 0.33900701999664307,
"learning_rate": 1.1384615384615385e-05,
"loss": 0.1408,
"step": 280
},
{
"epoch": 2.230769230769231,
"grad_norm": 9.22519588470459,
"learning_rate": 1.1076923076923079e-05,
"loss": 0.1303,
"step": 290
},
{
"epoch": 2.3076923076923075,
"grad_norm": 14.370689392089844,
"learning_rate": 1.076923076923077e-05,
"loss": 0.1368,
"step": 300
},
{
"epoch": 2.3846153846153846,
"grad_norm": 5.706496238708496,
"learning_rate": 1.0461538461538463e-05,
"loss": 0.176,
"step": 310
},
{
"epoch": 2.4615384615384617,
"grad_norm": 0.3110077381134033,
"learning_rate": 1.0153846153846154e-05,
"loss": 0.1567,
"step": 320
},
{
"epoch": 2.5384615384615383,
"grad_norm": 5.352679252624512,
"learning_rate": 9.846153846153848e-06,
"loss": 0.1918,
"step": 330
},
{
"epoch": 2.6153846153846154,
"grad_norm": 0.9024627804756165,
"learning_rate": 9.53846153846154e-06,
"loss": 0.0693,
"step": 340
},
{
"epoch": 2.6923076923076925,
"grad_norm": 0.35386863350868225,
"learning_rate": 9.230769230769232e-06,
"loss": 0.1379,
"step": 350
},
{
"epoch": 2.769230769230769,
"grad_norm": 11.4584379196167,
"learning_rate": 8.923076923076925e-06,
"loss": 0.1184,
"step": 360
},
{
"epoch": 2.8461538461538463,
"grad_norm": 0.31197383999824524,
"learning_rate": 8.615384615384617e-06,
"loss": 0.1491,
"step": 370
},
{
"epoch": 2.9230769230769234,
"grad_norm": 1.1729108095169067,
"learning_rate": 8.307692307692309e-06,
"loss": 0.1374,
"step": 380
},
{
"epoch": 3.0,
"grad_norm": 0.29289594292640686,
"learning_rate": 8.000000000000001e-06,
"loss": 0.1379,
"step": 390
},
{
"epoch": 3.0,
"eval_accuracy": 0.9774436090225563,
"eval_loss": 0.09719473123550415,
"eval_runtime": 1.6898,
"eval_samples_per_second": 78.709,
"eval_steps_per_second": 10.061,
"step": 390
},
{
"epoch": 3.076923076923077,
"grad_norm": 2.651108741760254,
"learning_rate": 7.692307692307694e-06,
"loss": 0.1398,
"step": 400
},
{
"epoch": 3.1538461538461537,
"grad_norm": 7.282815933227539,
"learning_rate": 7.384615384615386e-06,
"loss": 0.1577,
"step": 410
},
{
"epoch": 3.230769230769231,
"grad_norm": 9.063953399658203,
"learning_rate": 7.076923076923078e-06,
"loss": 0.1402,
"step": 420
},
{
"epoch": 3.3076923076923075,
"grad_norm": 0.23233899474143982,
"learning_rate": 6.76923076923077e-06,
"loss": 0.0767,
"step": 430
},
{
"epoch": 3.3846153846153846,
"grad_norm": 6.015790939331055,
"learning_rate": 6.461538461538463e-06,
"loss": 0.1157,
"step": 440
},
{
"epoch": 3.4615384615384617,
"grad_norm": 12.260323524475098,
"learning_rate": 6.153846153846155e-06,
"loss": 0.0839,
"step": 450
},
{
"epoch": 3.5384615384615383,
"grad_norm": 4.703426837921143,
"learning_rate": 5.846153846153847e-06,
"loss": 0.0988,
"step": 460
},
{
"epoch": 3.6153846153846154,
"grad_norm": 9.774993896484375,
"learning_rate": 5.538461538461539e-06,
"loss": 0.0759,
"step": 470
},
{
"epoch": 3.6923076923076925,
"grad_norm": 0.22184737026691437,
"learning_rate": 5.230769230769232e-06,
"loss": 0.0985,
"step": 480
},
{
"epoch": 3.769230769230769,
"grad_norm": 0.21117015182971954,
"learning_rate": 4.923076923076924e-06,
"loss": 0.0741,
"step": 490
},
{
"epoch": 3.8461538461538463,
"grad_norm": 0.9010984897613525,
"learning_rate": 4.615384615384616e-06,
"loss": 0.1356,
"step": 500
},
{
"epoch": 3.9230769230769234,
"grad_norm": 0.20677432417869568,
"learning_rate": 4.307692307692308e-06,
"loss": 0.1337,
"step": 510
},
{
"epoch": 4.0,
"grad_norm": 0.3007451593875885,
"learning_rate": 4.000000000000001e-06,
"loss": 0.0803,
"step": 520
},
{
"epoch": 4.0,
"eval_accuracy": 0.9849624060150376,
"eval_loss": 0.06447368860244751,
"eval_runtime": 1.7388,
"eval_samples_per_second": 76.491,
"eval_steps_per_second": 9.777,
"step": 520
},
{
"epoch": 4.076923076923077,
"grad_norm": 6.4211835861206055,
"learning_rate": 3.692307692307693e-06,
"loss": 0.0977,
"step": 530
},
{
"epoch": 4.153846153846154,
"grad_norm": 1.6094409227371216,
"learning_rate": 3.384615384615385e-06,
"loss": 0.1672,
"step": 540
},
{
"epoch": 4.230769230769231,
"grad_norm": 0.3714386522769928,
"learning_rate": 3.0769230769230774e-06,
"loss": 0.1514,
"step": 550
},
{
"epoch": 4.3076923076923075,
"grad_norm": 1.195460557937622,
"learning_rate": 2.7692307692307697e-06,
"loss": 0.0497,
"step": 560
},
{
"epoch": 4.384615384615385,
"grad_norm": 0.2668437659740448,
"learning_rate": 2.461538461538462e-06,
"loss": 0.1348,
"step": 570
},
{
"epoch": 4.461538461538462,
"grad_norm": 0.26586711406707764,
"learning_rate": 2.153846153846154e-06,
"loss": 0.0843,
"step": 580
},
{
"epoch": 4.538461538461538,
"grad_norm": 8.662138938903809,
"learning_rate": 1.8461538461538465e-06,
"loss": 0.0777,
"step": 590
},
{
"epoch": 4.615384615384615,
"grad_norm": 1.8624422550201416,
"learning_rate": 1.5384615384615387e-06,
"loss": 0.0838,
"step": 600
},
{
"epoch": 4.6923076923076925,
"grad_norm": 5.394564628601074,
"learning_rate": 1.230769230769231e-06,
"loss": 0.0872,
"step": 610
},
{
"epoch": 4.769230769230769,
"grad_norm": 0.24372971057891846,
"learning_rate": 9.230769230769232e-07,
"loss": 0.0838,
"step": 620
},
{
"epoch": 4.846153846153846,
"grad_norm": 0.2118876874446869,
"learning_rate": 6.153846153846155e-07,
"loss": 0.0674,
"step": 630
},
{
"epoch": 4.923076923076923,
"grad_norm": 0.2302178144454956,
"learning_rate": 3.0769230769230774e-07,
"loss": 0.0807,
"step": 640
},
{
"epoch": 5.0,
"grad_norm": 0.5646482110023499,
"learning_rate": 0.0,
"loss": 0.1123,
"step": 650
},
{
"epoch": 5.0,
"eval_accuracy": 0.9774436090225563,
"eval_loss": 0.07908037304878235,
"eval_runtime": 1.654,
"eval_samples_per_second": 80.413,
"eval_steps_per_second": 10.278,
"step": 650
},
{
"epoch": 5.0,
"step": 650,
"total_flos": 4.006371770595533e+17,
"train_loss": 0.21960490552278666,
"train_runtime": 192.2421,
"train_samples_per_second": 26.893,
"train_steps_per_second": 3.381
}
],
"logging_steps": 10,
"max_steps": 650,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"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": 4.006371770595533e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}