|
{ |
|
"best_metric": 0.07108025252819061, |
|
"best_model_checkpoint": "./beans_outputs/checkpoint-650", |
|
"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": 1.0722, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.15, |
|
"learning_rate": 1.9384615384615386e-05, |
|
"loss": 0.9822, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.23, |
|
"learning_rate": 1.907692307692308e-05, |
|
"loss": 0.9043, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.31, |
|
"learning_rate": 1.876923076923077e-05, |
|
"loss": 0.7548, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.38, |
|
"learning_rate": 1.8461538461538465e-05, |
|
"loss": 0.7386, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.46, |
|
"learning_rate": 1.8153846153846155e-05, |
|
"loss": 0.6457, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.54, |
|
"learning_rate": 1.784615384615385e-05, |
|
"loss": 0.6102, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.62, |
|
"learning_rate": 1.753846153846154e-05, |
|
"loss": 0.4955, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 0.69, |
|
"learning_rate": 1.7230769230769234e-05, |
|
"loss": 0.5121, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 0.77, |
|
"learning_rate": 1.6923076923076924e-05, |
|
"loss": 0.3933, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.85, |
|
"learning_rate": 1.6615384615384618e-05, |
|
"loss": 0.3069, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 0.92, |
|
"learning_rate": 1.630769230769231e-05, |
|
"loss": 0.3187, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 1.6000000000000003e-05, |
|
"loss": 0.3303, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.9624060150375939, |
|
"eval_loss": 0.2543330490589142, |
|
"eval_runtime": 3.0797, |
|
"eval_samples_per_second": 43.186, |
|
"eval_steps_per_second": 5.52, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 1.08, |
|
"learning_rate": 1.5692307692307693e-05, |
|
"loss": 0.1948, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 1.15, |
|
"learning_rate": 1.5384615384615387e-05, |
|
"loss": 0.2755, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 1.23, |
|
"learning_rate": 1.5076923076923078e-05, |
|
"loss": 0.2992, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 1.31, |
|
"learning_rate": 1.4769230769230772e-05, |
|
"loss": 0.1805, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 1.38, |
|
"learning_rate": 1.4461538461538462e-05, |
|
"loss": 0.2741, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 1.46, |
|
"learning_rate": 1.4153846153846156e-05, |
|
"loss": 0.2075, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 1.54, |
|
"learning_rate": 1.3846153846153847e-05, |
|
"loss": 0.1942, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 1.62, |
|
"learning_rate": 1.353846153846154e-05, |
|
"loss": 0.1828, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 1.69, |
|
"learning_rate": 1.3230769230769231e-05, |
|
"loss": 0.2321, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 1.77, |
|
"learning_rate": 1.2923076923076925e-05, |
|
"loss": 0.1796, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 1.85, |
|
"learning_rate": 1.2615384615384616e-05, |
|
"loss": 0.1591, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 1.92, |
|
"learning_rate": 1.230769230769231e-05, |
|
"loss": 0.1044, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"learning_rate": 1.2e-05, |
|
"loss": 0.1519, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.9849624060150376, |
|
"eval_loss": 0.1059032678604126, |
|
"eval_runtime": 3.0523, |
|
"eval_samples_per_second": 43.574, |
|
"eval_steps_per_second": 5.57, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 2.08, |
|
"learning_rate": 1.1692307692307694e-05, |
|
"loss": 0.1376, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 2.15, |
|
"learning_rate": 1.1384615384615385e-05, |
|
"loss": 0.1363, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 2.23, |
|
"learning_rate": 1.1076923076923079e-05, |
|
"loss": 0.0982, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 2.31, |
|
"learning_rate": 1.076923076923077e-05, |
|
"loss": 0.1077, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 2.38, |
|
"learning_rate": 1.0461538461538463e-05, |
|
"loss": 0.0896, |
|
"step": 310 |
|
}, |
|
{ |
|
"epoch": 2.46, |
|
"learning_rate": 1.0153846153846154e-05, |
|
"loss": 0.184, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 2.54, |
|
"learning_rate": 9.846153846153848e-06, |
|
"loss": 0.1139, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 2.62, |
|
"learning_rate": 9.53846153846154e-06, |
|
"loss": 0.2224, |
|
"step": 340 |
|
}, |
|
{ |
|
"epoch": 2.69, |
|
"learning_rate": 9.230769230769232e-06, |
|
"loss": 0.1937, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 2.77, |
|
"learning_rate": 8.923076923076925e-06, |
|
"loss": 0.115, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 2.85, |
|
"learning_rate": 8.615384615384617e-06, |
|
"loss": 0.1326, |
|
"step": 370 |
|
}, |
|
{ |
|
"epoch": 2.92, |
|
"learning_rate": 8.307692307692309e-06, |
|
"loss": 0.1007, |
|
"step": 380 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 8.000000000000001e-06, |
|
"loss": 0.1879, |
|
"step": 390 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.9849624060150376, |
|
"eval_loss": 0.0908036082983017, |
|
"eval_runtime": 2.7001, |
|
"eval_samples_per_second": 49.258, |
|
"eval_steps_per_second": 6.296, |
|
"step": 390 |
|
}, |
|
{ |
|
"epoch": 3.08, |
|
"learning_rate": 7.692307692307694e-06, |
|
"loss": 0.163, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 3.15, |
|
"learning_rate": 7.384615384615386e-06, |
|
"loss": 0.1589, |
|
"step": 410 |
|
}, |
|
{ |
|
"epoch": 3.23, |
|
"learning_rate": 7.076923076923078e-06, |
|
"loss": 0.1702, |
|
"step": 420 |
|
}, |
|
{ |
|
"epoch": 3.31, |
|
"learning_rate": 6.76923076923077e-06, |
|
"loss": 0.0998, |
|
"step": 430 |
|
}, |
|
{ |
|
"epoch": 3.38, |
|
"learning_rate": 6.461538461538463e-06, |
|
"loss": 0.1303, |
|
"step": 440 |
|
}, |
|
{ |
|
"epoch": 3.46, |
|
"learning_rate": 6.153846153846155e-06, |
|
"loss": 0.0902, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 3.54, |
|
"learning_rate": 5.846153846153847e-06, |
|
"loss": 0.1317, |
|
"step": 460 |
|
}, |
|
{ |
|
"epoch": 3.62, |
|
"learning_rate": 5.538461538461539e-06, |
|
"loss": 0.1655, |
|
"step": 470 |
|
}, |
|
{ |
|
"epoch": 3.69, |
|
"learning_rate": 5.230769230769232e-06, |
|
"loss": 0.1174, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 3.77, |
|
"learning_rate": 4.923076923076924e-06, |
|
"loss": 0.0664, |
|
"step": 490 |
|
}, |
|
{ |
|
"epoch": 3.85, |
|
"learning_rate": 4.615384615384616e-06, |
|
"loss": 0.0968, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 3.92, |
|
"learning_rate": 4.307692307692308e-06, |
|
"loss": 0.1088, |
|
"step": 510 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"learning_rate": 4.000000000000001e-06, |
|
"loss": 0.1189, |
|
"step": 520 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.9849624060150376, |
|
"eval_loss": 0.07142072170972824, |
|
"eval_runtime": 2.8905, |
|
"eval_samples_per_second": 46.012, |
|
"eval_steps_per_second": 5.881, |
|
"step": 520 |
|
}, |
|
{ |
|
"epoch": 4.08, |
|
"learning_rate": 3.692307692307693e-06, |
|
"loss": 0.0912, |
|
"step": 530 |
|
}, |
|
{ |
|
"epoch": 4.15, |
|
"learning_rate": 3.384615384615385e-06, |
|
"loss": 0.0958, |
|
"step": 540 |
|
}, |
|
{ |
|
"epoch": 4.23, |
|
"learning_rate": 3.0769230769230774e-06, |
|
"loss": 0.078, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 4.31, |
|
"learning_rate": 2.7692307692307697e-06, |
|
"loss": 0.0768, |
|
"step": 560 |
|
}, |
|
{ |
|
"epoch": 4.38, |
|
"learning_rate": 2.461538461538462e-06, |
|
"loss": 0.1155, |
|
"step": 570 |
|
}, |
|
{ |
|
"epoch": 4.46, |
|
"learning_rate": 2.153846153846154e-06, |
|
"loss": 0.0492, |
|
"step": 580 |
|
}, |
|
{ |
|
"epoch": 4.54, |
|
"learning_rate": 1.8461538461538465e-06, |
|
"loss": 0.057, |
|
"step": 590 |
|
}, |
|
{ |
|
"epoch": 4.62, |
|
"learning_rate": 1.5384615384615387e-06, |
|
"loss": 0.1702, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 4.69, |
|
"learning_rate": 1.230769230769231e-06, |
|
"loss": 0.144, |
|
"step": 610 |
|
}, |
|
{ |
|
"epoch": 4.77, |
|
"learning_rate": 9.230769230769232e-07, |
|
"loss": 0.1007, |
|
"step": 620 |
|
}, |
|
{ |
|
"epoch": 4.85, |
|
"learning_rate": 6.153846153846155e-07, |
|
"loss": 0.1055, |
|
"step": 630 |
|
}, |
|
{ |
|
"epoch": 4.92, |
|
"learning_rate": 3.0769230769230774e-07, |
|
"loss": 0.0936, |
|
"step": 640 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"learning_rate": 0.0, |
|
"loss": 0.1095, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.9849624060150376, |
|
"eval_loss": 0.07108025252819061, |
|
"eval_runtime": 2.9611, |
|
"eval_samples_per_second": 44.915, |
|
"eval_steps_per_second": 5.741, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"step": 650, |
|
"total_flos": 4.006371770595533e+17, |
|
"train_loss": 0.23730733243318705, |
|
"train_runtime": 7690.3153, |
|
"train_samples_per_second": 0.672, |
|
"train_steps_per_second": 0.085 |
|
} |
|
], |
|
"max_steps": 650, |
|
"num_train_epochs": 5, |
|
"total_flos": 4.006371770595533e+17, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|