|
{
|
|
"best_metric": 0.8857142857142857,
|
|
"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": 6.154857635498047,
|
|
"learning_rate": 3.3333333333333335e-05,
|
|
"loss": 2.326,
|
|
"step": 10
|
|
},
|
|
{
|
|
"epoch": 0.13513513513513514,
|
|
"grad_norm": 7.193238735198975,
|
|
"learning_rate": 4.81203007518797e-05,
|
|
"loss": 2.2205,
|
|
"step": 20
|
|
},
|
|
{
|
|
"epoch": 0.20270270270270271,
|
|
"grad_norm": 7.481975555419922,
|
|
"learning_rate": 4.43609022556391e-05,
|
|
"loss": 2.16,
|
|
"step": 30
|
|
},
|
|
{
|
|
"epoch": 0.25675675675675674,
|
|
"eval_accuracy": 0.5,
|
|
"eval_loss": 1.7993043661117554,
|
|
"eval_runtime": 6.6774,
|
|
"eval_samples_per_second": 10.483,
|
|
"eval_steps_per_second": 1.348,
|
|
"step": 38
|
|
},
|
|
{
|
|
"epoch": 1.0135135135135136,
|
|
"grad_norm": 10.227862358093262,
|
|
"learning_rate": 4.0601503759398494e-05,
|
|
"loss": 1.9946,
|
|
"step": 40
|
|
},
|
|
{
|
|
"epoch": 1.0810810810810811,
|
|
"grad_norm": 10.306306838989258,
|
|
"learning_rate": 3.6842105263157895e-05,
|
|
"loss": 1.5987,
|
|
"step": 50
|
|
},
|
|
{
|
|
"epoch": 1.1486486486486487,
|
|
"grad_norm": 10.154570579528809,
|
|
"learning_rate": 3.3082706766917295e-05,
|
|
"loss": 1.197,
|
|
"step": 60
|
|
},
|
|
{
|
|
"epoch": 1.2162162162162162,
|
|
"grad_norm": 8.003480911254883,
|
|
"learning_rate": 2.9323308270676693e-05,
|
|
"loss": 0.8394,
|
|
"step": 70
|
|
},
|
|
{
|
|
"epoch": 1.2567567567567568,
|
|
"eval_accuracy": 0.7,
|
|
"eval_loss": 0.8820496201515198,
|
|
"eval_runtime": 6.7555,
|
|
"eval_samples_per_second": 10.362,
|
|
"eval_steps_per_second": 1.332,
|
|
"step": 76
|
|
},
|
|
{
|
|
"epoch": 2.027027027027027,
|
|
"grad_norm": 6.113378047943115,
|
|
"learning_rate": 2.556390977443609e-05,
|
|
"loss": 0.8036,
|
|
"step": 80
|
|
},
|
|
{
|
|
"epoch": 2.0945945945945947,
|
|
"grad_norm": 13.039664268493652,
|
|
"learning_rate": 2.1804511278195487e-05,
|
|
"loss": 0.5384,
|
|
"step": 90
|
|
},
|
|
{
|
|
"epoch": 2.1621621621621623,
|
|
"grad_norm": 14.060022354125977,
|
|
"learning_rate": 1.8045112781954888e-05,
|
|
"loss": 0.6038,
|
|
"step": 100
|
|
},
|
|
{
|
|
"epoch": 2.22972972972973,
|
|
"grad_norm": 6.143197536468506,
|
|
"learning_rate": 1.4285714285714285e-05,
|
|
"loss": 0.4228,
|
|
"step": 110
|
|
},
|
|
{
|
|
"epoch": 2.2567567567567566,
|
|
"eval_accuracy": 0.8428571428571429,
|
|
"eval_loss": 0.5060061812400818,
|
|
"eval_runtime": 7.8853,
|
|
"eval_samples_per_second": 8.877,
|
|
"eval_steps_per_second": 1.141,
|
|
"step": 114
|
|
},
|
|
{
|
|
"epoch": 3.0405405405405403,
|
|
"grad_norm": 5.005883693695068,
|
|
"learning_rate": 1.0526315789473684e-05,
|
|
"loss": 0.3779,
|
|
"step": 120
|
|
},
|
|
{
|
|
"epoch": 3.108108108108108,
|
|
"grad_norm": 4.216254711151123,
|
|
"learning_rate": 6.766917293233083e-06,
|
|
"loss": 0.2576,
|
|
"step": 130
|
|
},
|
|
{
|
|
"epoch": 3.175675675675676,
|
|
"grad_norm": 8.001497268676758,
|
|
"learning_rate": 3.007518796992481e-06,
|
|
"loss": 0.3029,
|
|
"step": 140
|
|
},
|
|
{
|
|
"epoch": 3.22972972972973,
|
|
"eval_accuracy": 0.8857142857142857,
|
|
"eval_loss": 0.38448596000671387,
|
|
"eval_runtime": 7.6412,
|
|
"eval_samples_per_second": 9.161,
|
|
"eval_steps_per_second": 1.178,
|
|
"step": 148
|
|
},
|
|
{
|
|
"epoch": 3.22972972972973,
|
|
"step": 148,
|
|
"total_flos": 1.460491890402263e+18,
|
|
"train_loss": 1.0705470426662549,
|
|
"train_runtime": 391.8273,
|
|
"train_samples_per_second": 3.022,
|
|
"train_steps_per_second": 0.378
|
|
},
|
|
{
|
|
"epoch": 3.22972972972973,
|
|
"eval_accuracy": 0.8580645161290322,
|
|
"eval_loss": 0.4352799952030182,
|
|
"eval_runtime": 17.7551,
|
|
"eval_samples_per_second": 8.73,
|
|
"eval_steps_per_second": 1.126,
|
|
"step": 148
|
|
},
|
|
{
|
|
"epoch": 3.22972972972973,
|
|
"eval_accuracy": 0.8580645161290322,
|
|
"eval_loss": 0.435279905796051,
|
|
"eval_runtime": 14.7921,
|
|
"eval_samples_per_second": 10.479,
|
|
"eval_steps_per_second": 1.352,
|
|
"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
|
|
}
|
|
|