|
{ |
|
"best_metric": 0.9142857142857143, |
|
"best_model_checkpoint": "videomae-base-finetuned-ucf101-subset/checkpoint-300", |
|
"epoch": 3.25, |
|
"global_step": 300, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.03, |
|
"learning_rate": 1.6666666666666667e-05, |
|
"loss": 2.3692, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.07, |
|
"learning_rate": 3.3333333333333335e-05, |
|
"loss": 2.2953, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.1, |
|
"learning_rate": 5e-05, |
|
"loss": 2.1919, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.13, |
|
"learning_rate": 4.814814814814815e-05, |
|
"loss": 2.0557, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.17, |
|
"learning_rate": 4.62962962962963e-05, |
|
"loss": 2.0249, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.2, |
|
"learning_rate": 4.4444444444444447e-05, |
|
"loss": 1.8514, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.23, |
|
"learning_rate": 4.259259259259259e-05, |
|
"loss": 1.897, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.25, |
|
"eval_accuracy": 0.6, |
|
"eval_loss": 1.4588954448699951, |
|
"eval_runtime": 21.0777, |
|
"eval_samples_per_second": 3.321, |
|
"eval_steps_per_second": 0.854, |
|
"step": 75 |
|
}, |
|
{ |
|
"epoch": 1.02, |
|
"learning_rate": 4.074074074074074e-05, |
|
"loss": 1.5467, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 1.05, |
|
"learning_rate": 3.888888888888889e-05, |
|
"loss": 1.2117, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 1.08, |
|
"learning_rate": 3.7037037037037037e-05, |
|
"loss": 1.0718, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.12, |
|
"learning_rate": 3.518518518518519e-05, |
|
"loss": 0.9393, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 1.15, |
|
"learning_rate": 3.3333333333333335e-05, |
|
"loss": 0.9189, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 1.18, |
|
"learning_rate": 3.148148148148148e-05, |
|
"loss": 0.6238, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 1.22, |
|
"learning_rate": 2.962962962962963e-05, |
|
"loss": 0.6134, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 1.25, |
|
"learning_rate": 2.777777777777778e-05, |
|
"loss": 0.949, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 1.25, |
|
"eval_accuracy": 0.8, |
|
"eval_loss": 0.6212201714515686, |
|
"eval_runtime": 20.4284, |
|
"eval_samples_per_second": 3.427, |
|
"eval_steps_per_second": 0.881, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 2.03, |
|
"learning_rate": 2.5925925925925925e-05, |
|
"loss": 0.3117, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 2.07, |
|
"learning_rate": 2.4074074074074074e-05, |
|
"loss": 0.5063, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 2.1, |
|
"learning_rate": 2.2222222222222223e-05, |
|
"loss": 0.4637, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 2.13, |
|
"learning_rate": 2.037037037037037e-05, |
|
"loss": 0.2961, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 2.17, |
|
"learning_rate": 1.8518518518518518e-05, |
|
"loss": 0.3104, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 2.2, |
|
"learning_rate": 1.6666666666666667e-05, |
|
"loss": 0.2428, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 2.23, |
|
"learning_rate": 1.4814814814814815e-05, |
|
"loss": 0.3123, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 2.25, |
|
"eval_accuracy": 0.8714285714285714, |
|
"eval_loss": 0.3479521572589874, |
|
"eval_runtime": 20.8608, |
|
"eval_samples_per_second": 3.356, |
|
"eval_steps_per_second": 0.863, |
|
"step": 225 |
|
}, |
|
{ |
|
"epoch": 3.02, |
|
"learning_rate": 1.2962962962962962e-05, |
|
"loss": 0.2286, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 3.05, |
|
"learning_rate": 1.1111111111111112e-05, |
|
"loss": 0.1221, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 3.08, |
|
"learning_rate": 9.259259259259259e-06, |
|
"loss": 0.1433, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 3.12, |
|
"learning_rate": 7.4074074074074075e-06, |
|
"loss": 0.1399, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 3.15, |
|
"learning_rate": 5.555555555555556e-06, |
|
"loss": 0.1564, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 3.18, |
|
"learning_rate": 3.7037037037037037e-06, |
|
"loss": 0.1845, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 3.22, |
|
"learning_rate": 1.8518518518518519e-06, |
|
"loss": 0.2022, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 3.25, |
|
"learning_rate": 0.0, |
|
"loss": 0.3394, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 3.25, |
|
"eval_accuracy": 0.9142857142857143, |
|
"eval_loss": 0.18874740600585938, |
|
"eval_runtime": 23.6778, |
|
"eval_samples_per_second": 2.956, |
|
"eval_steps_per_second": 0.76, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 3.25, |
|
"step": 300, |
|
"total_flos": 1.495384188125184e+18, |
|
"train_loss": 0.8839879536628723, |
|
"train_runtime": 949.8263, |
|
"train_samples_per_second": 1.263, |
|
"train_steps_per_second": 0.316 |
|
}, |
|
{ |
|
"epoch": 3.25, |
|
"eval_accuracy": 0.8903225806451613, |
|
"eval_loss": 0.39073970913887024, |
|
"eval_runtime": 41.2036, |
|
"eval_samples_per_second": 3.762, |
|
"eval_steps_per_second": 0.947, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 3.25, |
|
"eval_accuracy": 0.8903225806451613, |
|
"eval_loss": 0.3907397389411926, |
|
"eval_runtime": 37.7858, |
|
"eval_samples_per_second": 4.102, |
|
"eval_steps_per_second": 1.032, |
|
"step": 300 |
|
} |
|
], |
|
"max_steps": 300, |
|
"num_train_epochs": 9223372036854775807, |
|
"total_flos": 1.495384188125184e+18, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|