|
{
|
|
"best_metric": 0.9,
|
|
"best_model_checkpoint": "videomae-base-finetuned-ucf101-subset\\checkpoint-148",
|
|
"epoch": 3.22972972972973,
|
|
"eval_steps": 500,
|
|
"global_step": 148,
|
|
"is_hyper_param_search": false,
|
|
"is_local_process_zero": true,
|
|
"is_world_process_zero": true,
|
|
"log_history": [
|
|
{
|
|
"epoch": 0.06756756756756757,
|
|
"grad_norm": 6.637506484985352,
|
|
"learning_rate": 3.3333333333333335e-05,
|
|
"loss": 2.3291,
|
|
"step": 10
|
|
},
|
|
{
|
|
"epoch": 0.13513513513513514,
|
|
"grad_norm": 6.818987846374512,
|
|
"learning_rate": 4.81203007518797e-05,
|
|
"loss": 2.178,
|
|
"step": 20
|
|
},
|
|
{
|
|
"epoch": 0.20270270270270271,
|
|
"grad_norm": 7.709394931793213,
|
|
"learning_rate": 4.43609022556391e-05,
|
|
"loss": 2.1271,
|
|
"step": 30
|
|
},
|
|
{
|
|
"epoch": 0.25675675675675674,
|
|
"eval_accuracy": 0.5857142857142857,
|
|
"eval_loss": 1.750235676765442,
|
|
"eval_runtime": 358.5975,
|
|
"eval_samples_per_second": 0.195,
|
|
"eval_steps_per_second": 0.025,
|
|
"step": 38
|
|
},
|
|
{
|
|
"epoch": 1.0135135135135136,
|
|
"grad_norm": 8.947957038879395,
|
|
"learning_rate": 4.0601503759398494e-05,
|
|
"loss": 1.9688,
|
|
"step": 40
|
|
},
|
|
{
|
|
"epoch": 1.0810810810810811,
|
|
"grad_norm": 11.97453498840332,
|
|
"learning_rate": 3.6842105263157895e-05,
|
|
"loss": 1.6222,
|
|
"step": 50
|
|
},
|
|
{
|
|
"epoch": 1.1486486486486487,
|
|
"grad_norm": 11.820381164550781,
|
|
"learning_rate": 3.3082706766917295e-05,
|
|
"loss": 1.3492,
|
|
"step": 60
|
|
},
|
|
{
|
|
"epoch": 1.2162162162162162,
|
|
"grad_norm": 7.240334510803223,
|
|
"learning_rate": 2.9323308270676693e-05,
|
|
"loss": 0.9238,
|
|
"step": 70
|
|
},
|
|
{
|
|
"epoch": 1.2567567567567568,
|
|
"eval_accuracy": 0.7285714285714285,
|
|
"eval_loss": 0.9221255779266357,
|
|
"eval_runtime": 321.1204,
|
|
"eval_samples_per_second": 0.218,
|
|
"eval_steps_per_second": 0.028,
|
|
"step": 76
|
|
},
|
|
{
|
|
"epoch": 2.027027027027027,
|
|
"grad_norm": 5.566869258880615,
|
|
"learning_rate": 2.556390977443609e-05,
|
|
"loss": 0.8525,
|
|
"step": 80
|
|
},
|
|
{
|
|
"epoch": 2.0945945945945947,
|
|
"grad_norm": 7.503639221191406,
|
|
"learning_rate": 2.1804511278195487e-05,
|
|
"loss": 0.6129,
|
|
"step": 90
|
|
},
|
|
{
|
|
"epoch": 2.1621621621621623,
|
|
"grad_norm": 10.933565139770508,
|
|
"learning_rate": 1.8045112781954888e-05,
|
|
"loss": 0.5586,
|
|
"step": 100
|
|
},
|
|
{
|
|
"epoch": 2.22972972972973,
|
|
"grad_norm": 5.846622943878174,
|
|
"learning_rate": 1.4285714285714285e-05,
|
|
"loss": 0.4428,
|
|
"step": 110
|
|
},
|
|
{
|
|
"epoch": 2.2567567567567566,
|
|
"eval_accuracy": 0.8857142857142857,
|
|
"eval_loss": 0.5141051411628723,
|
|
"eval_runtime": 330.1752,
|
|
"eval_samples_per_second": 0.212,
|
|
"eval_steps_per_second": 0.027,
|
|
"step": 114
|
|
},
|
|
{
|
|
"epoch": 3.0405405405405403,
|
|
"grad_norm": 4.769641876220703,
|
|
"learning_rate": 1.0526315789473684e-05,
|
|
"loss": 0.356,
|
|
"step": 120
|
|
},
|
|
{
|
|
"epoch": 3.108108108108108,
|
|
"grad_norm": 2.704050064086914,
|
|
"learning_rate": 6.766917293233083e-06,
|
|
"loss": 0.2795,
|
|
"step": 130
|
|
},
|
|
{
|
|
"epoch": 3.175675675675676,
|
|
"grad_norm": 7.3338422775268555,
|
|
"learning_rate": 3.007518796992481e-06,
|
|
"loss": 0.3117,
|
|
"step": 140
|
|
},
|
|
{
|
|
"epoch": 3.22972972972973,
|
|
"eval_accuracy": 0.9,
|
|
"eval_loss": 0.3816043734550476,
|
|
"eval_runtime": 328.9172,
|
|
"eval_samples_per_second": 0.213,
|
|
"eval_steps_per_second": 0.027,
|
|
"step": 148
|
|
},
|
|
{
|
|
"epoch": 3.22972972972973,
|
|
"step": 148,
|
|
"total_flos": 1.460491890402263e+18,
|
|
"train_loss": 1.0890940588873785,
|
|
"train_runtime": 23791.4908,
|
|
"train_samples_per_second": 0.05,
|
|
"train_steps_per_second": 0.006
|
|
},
|
|
{
|
|
"epoch": 3.22972972972973,
|
|
"eval_accuracy": 0.8451612903225807,
|
|
"eval_loss": 0.42686763405799866,
|
|
"eval_runtime": 730.7575,
|
|
"eval_samples_per_second": 0.212,
|
|
"eval_steps_per_second": 0.027,
|
|
"step": 148
|
|
},
|
|
{
|
|
"epoch": 3.22972972972973,
|
|
"eval_accuracy": 0.8451612903225807,
|
|
"eval_loss": 0.4268675744533539,
|
|
"eval_runtime": 717.6662,
|
|
"eval_samples_per_second": 0.216,
|
|
"eval_steps_per_second": 0.028,
|
|
"step": 148
|
|
}
|
|
],
|
|
"logging_steps": 10,
|
|
"max_steps": 148,
|
|
"num_input_tokens_seen": 0,
|
|
"num_train_epochs": 9223372036854775807,
|
|
"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": 1.460491890402263e+18,
|
|
"train_batch_size": 8,
|
|
"trial_name": null,
|
|
"trial_params": null
|
|
}
|
|
|