|
{ |
|
"best_metric": 0.08238118141889572, |
|
"best_model_checkpoint": "./beans_outputs/checkpoint-390", |
|
"epoch": 5.0, |
|
"global_step": 650, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.08, |
|
"learning_rate": 1.9692307692307696e-05, |
|
"loss": 1.0472, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.15, |
|
"learning_rate": 1.9384615384615386e-05, |
|
"loss": 0.9272, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.23, |
|
"learning_rate": 1.907692307692308e-05, |
|
"loss": 0.8273, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.31, |
|
"learning_rate": 1.876923076923077e-05, |
|
"loss": 0.7842, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.38, |
|
"learning_rate": 1.8461538461538465e-05, |
|
"loss": 0.6923, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.46, |
|
"learning_rate": 1.8153846153846155e-05, |
|
"loss": 0.5826, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.54, |
|
"learning_rate": 1.784615384615385e-05, |
|
"loss": 0.4976, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.62, |
|
"learning_rate": 1.753846153846154e-05, |
|
"loss": 0.4694, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 0.69, |
|
"learning_rate": 1.7230769230769234e-05, |
|
"loss": 0.404, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 0.77, |
|
"learning_rate": 1.6923076923076924e-05, |
|
"loss": 0.355, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.85, |
|
"learning_rate": 1.6615384615384618e-05, |
|
"loss": 0.3308, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 0.92, |
|
"learning_rate": 1.630769230769231e-05, |
|
"loss": 0.2861, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 1.6000000000000003e-05, |
|
"loss": 0.3039, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.9624060150375939, |
|
"eval_loss": 0.2473972886800766, |
|
"eval_runtime": 2.2972, |
|
"eval_samples_per_second": 57.897, |
|
"eval_steps_per_second": 7.4, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 1.08, |
|
"learning_rate": 1.5692307692307693e-05, |
|
"loss": 0.1793, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 1.15, |
|
"learning_rate": 1.5384615384615387e-05, |
|
"loss": 0.2436, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 1.23, |
|
"learning_rate": 1.5076923076923078e-05, |
|
"loss": 0.2551, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 1.31, |
|
"learning_rate": 1.4769230769230772e-05, |
|
"loss": 0.2275, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 1.38, |
|
"learning_rate": 1.4461538461538462e-05, |
|
"loss": 0.1618, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 1.46, |
|
"learning_rate": 1.4153846153846156e-05, |
|
"loss": 0.193, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 1.54, |
|
"learning_rate": 1.3846153846153847e-05, |
|
"loss": 0.1667, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 1.62, |
|
"learning_rate": 1.353846153846154e-05, |
|
"loss": 0.2631, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 1.69, |
|
"learning_rate": 1.3230769230769231e-05, |
|
"loss": 0.1955, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 1.77, |
|
"learning_rate": 1.2923076923076925e-05, |
|
"loss": 0.1926, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 1.85, |
|
"learning_rate": 1.2615384615384616e-05, |
|
"loss": 0.1137, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 1.92, |
|
"learning_rate": 1.230769230769231e-05, |
|
"loss": 0.1674, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"learning_rate": 1.2e-05, |
|
"loss": 0.1299, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.9924812030075187, |
|
"eval_loss": 0.10074087977409363, |
|
"eval_runtime": 2.4212, |
|
"eval_samples_per_second": 54.931, |
|
"eval_steps_per_second": 7.021, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 2.08, |
|
"learning_rate": 1.1692307692307694e-05, |
|
"loss": 0.192, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 2.15, |
|
"learning_rate": 1.1384615384615385e-05, |
|
"loss": 0.1401, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 2.23, |
|
"learning_rate": 1.1076923076923079e-05, |
|
"loss": 0.1122, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 2.31, |
|
"learning_rate": 1.076923076923077e-05, |
|
"loss": 0.1721, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 2.38, |
|
"learning_rate": 1.0461538461538463e-05, |
|
"loss": 0.1659, |
|
"step": 310 |
|
}, |
|
{ |
|
"epoch": 2.46, |
|
"learning_rate": 1.0153846153846154e-05, |
|
"loss": 0.1188, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 2.54, |
|
"learning_rate": 9.846153846153848e-06, |
|
"loss": 0.1936, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 2.62, |
|
"learning_rate": 9.53846153846154e-06, |
|
"loss": 0.1391, |
|
"step": 340 |
|
}, |
|
{ |
|
"epoch": 2.69, |
|
"learning_rate": 9.230769230769232e-06, |
|
"loss": 0.1189, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 2.77, |
|
"learning_rate": 8.923076923076925e-06, |
|
"loss": 0.1994, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 2.85, |
|
"learning_rate": 8.615384615384617e-06, |
|
"loss": 0.1639, |
|
"step": 370 |
|
}, |
|
{ |
|
"epoch": 2.92, |
|
"learning_rate": 8.307692307692309e-06, |
|
"loss": 0.1548, |
|
"step": 380 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 8.000000000000001e-06, |
|
"loss": 0.0885, |
|
"step": 390 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.9924812030075187, |
|
"eval_loss": 0.08238118141889572, |
|
"eval_runtime": 2.4488, |
|
"eval_samples_per_second": 54.313, |
|
"eval_steps_per_second": 6.942, |
|
"step": 390 |
|
}, |
|
{ |
|
"epoch": 3.08, |
|
"learning_rate": 7.692307692307694e-06, |
|
"loss": 0.0719, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 3.15, |
|
"learning_rate": 7.384615384615386e-06, |
|
"loss": 0.1227, |
|
"step": 410 |
|
}, |
|
{ |
|
"epoch": 3.23, |
|
"learning_rate": 7.076923076923078e-06, |
|
"loss": 0.1499, |
|
"step": 420 |
|
}, |
|
{ |
|
"epoch": 3.31, |
|
"learning_rate": 6.76923076923077e-06, |
|
"loss": 0.0896, |
|
"step": 430 |
|
}, |
|
{ |
|
"epoch": 3.38, |
|
"learning_rate": 6.461538461538463e-06, |
|
"loss": 0.0912, |
|
"step": 440 |
|
}, |
|
{ |
|
"epoch": 3.46, |
|
"learning_rate": 6.153846153846155e-06, |
|
"loss": 0.0729, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 3.54, |
|
"learning_rate": 5.846153846153847e-06, |
|
"loss": 0.0892, |
|
"step": 460 |
|
}, |
|
{ |
|
"epoch": 3.62, |
|
"learning_rate": 5.538461538461539e-06, |
|
"loss": 0.1332, |
|
"step": 470 |
|
}, |
|
{ |
|
"epoch": 3.69, |
|
"learning_rate": 5.230769230769232e-06, |
|
"loss": 0.1479, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 3.77, |
|
"learning_rate": 4.923076923076924e-06, |
|
"loss": 0.0813, |
|
"step": 490 |
|
}, |
|
{ |
|
"epoch": 3.85, |
|
"learning_rate": 4.615384615384616e-06, |
|
"loss": 0.2493, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 3.92, |
|
"learning_rate": 4.307692307692308e-06, |
|
"loss": 0.201, |
|
"step": 510 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"learning_rate": 4.000000000000001e-06, |
|
"loss": 0.0976, |
|
"step": 520 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.9699248120300752, |
|
"eval_loss": 0.11785423010587692, |
|
"eval_runtime": 2.4394, |
|
"eval_samples_per_second": 54.521, |
|
"eval_steps_per_second": 6.969, |
|
"step": 520 |
|
}, |
|
{ |
|
"epoch": 4.08, |
|
"learning_rate": 3.692307692307693e-06, |
|
"loss": 0.0585, |
|
"step": 530 |
|
}, |
|
{ |
|
"epoch": 4.15, |
|
"learning_rate": 3.384615384615385e-06, |
|
"loss": 0.0748, |
|
"step": 540 |
|
}, |
|
{ |
|
"epoch": 4.23, |
|
"learning_rate": 3.0769230769230774e-06, |
|
"loss": 0.0972, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 4.31, |
|
"learning_rate": 2.7692307692307697e-06, |
|
"loss": 0.0709, |
|
"step": 560 |
|
}, |
|
{ |
|
"epoch": 4.38, |
|
"learning_rate": 2.461538461538462e-06, |
|
"loss": 0.0799, |
|
"step": 570 |
|
}, |
|
{ |
|
"epoch": 4.46, |
|
"learning_rate": 2.153846153846154e-06, |
|
"loss": 0.06, |
|
"step": 580 |
|
}, |
|
{ |
|
"epoch": 4.54, |
|
"learning_rate": 1.8461538461538465e-06, |
|
"loss": 0.0566, |
|
"step": 590 |
|
}, |
|
{ |
|
"epoch": 4.62, |
|
"learning_rate": 1.5384615384615387e-06, |
|
"loss": 0.0885, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 4.69, |
|
"learning_rate": 1.230769230769231e-06, |
|
"loss": 0.1369, |
|
"step": 610 |
|
}, |
|
{ |
|
"epoch": 4.77, |
|
"learning_rate": 9.230769230769232e-07, |
|
"loss": 0.1077, |
|
"step": 620 |
|
}, |
|
{ |
|
"epoch": 4.85, |
|
"learning_rate": 6.153846153846155e-07, |
|
"loss": 0.0494, |
|
"step": 630 |
|
}, |
|
{ |
|
"epoch": 4.92, |
|
"learning_rate": 3.0769230769230774e-07, |
|
"loss": 0.1078, |
|
"step": 640 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"learning_rate": 0.0, |
|
"loss": 0.1284, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.9774436090225563, |
|
"eval_loss": 0.08318569511175156, |
|
"eval_runtime": 2.4437, |
|
"eval_samples_per_second": 54.426, |
|
"eval_steps_per_second": 6.957, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"step": 650, |
|
"total_flos": 4.006371770595533e+17, |
|
"train_loss": 0.22569691479206086, |
|
"train_runtime": 263.8813, |
|
"train_samples_per_second": 19.592, |
|
"train_steps_per_second": 2.463 |
|
} |
|
], |
|
"max_steps": 650, |
|
"num_train_epochs": 5, |
|
"total_flos": 4.006371770595533e+17, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|