Salvatore's picture
End of training
0cc16d4 verified
raw
history blame
5.31 kB
{
"best_metric": 0.7714285714285715,
"best_model_checkpoint": "videomae-base-finetuned-ucf101-subset/checkpoint-114",
"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": 8.911906242370605,
"learning_rate": 3.3333333333333335e-05,
"loss": 2.2939,
"step": 10
},
{
"epoch": 0.13513513513513514,
"grad_norm": 7.693809509277344,
"learning_rate": 4.81203007518797e-05,
"loss": 2.1937,
"step": 20
},
{
"epoch": 0.20270270270270271,
"grad_norm": 7.856507778167725,
"learning_rate": 4.43609022556391e-05,
"loss": 2.1284,
"step": 30
},
{
"epoch": 0.25675675675675674,
"eval_accuracy": 0.42857142857142855,
"eval_loss": 1.8425960540771484,
"eval_model_preparation_time": 0.0017,
"eval_runtime": 4.7396,
"eval_samples_per_second": 14.769,
"eval_steps_per_second": 1.899,
"step": 38
},
{
"epoch": 1.0135135135135136,
"grad_norm": 8.737997055053711,
"learning_rate": 4.0601503759398494e-05,
"loss": 1.9138,
"step": 40
},
{
"epoch": 1.0810810810810811,
"grad_norm": 9.056952476501465,
"learning_rate": 3.6842105263157895e-05,
"loss": 1.3965,
"step": 50
},
{
"epoch": 1.1486486486486487,
"grad_norm": 9.419984817504883,
"learning_rate": 3.3082706766917295e-05,
"loss": 1.0866,
"step": 60
},
{
"epoch": 1.2162162162162162,
"grad_norm": 5.51899528503418,
"learning_rate": 2.9323308270676693e-05,
"loss": 0.8904,
"step": 70
},
{
"epoch": 1.2567567567567568,
"eval_accuracy": 0.7428571428571429,
"eval_loss": 0.7788430452346802,
"eval_model_preparation_time": 0.0017,
"eval_runtime": 4.6999,
"eval_samples_per_second": 14.894,
"eval_steps_per_second": 1.915,
"step": 76
},
{
"epoch": 2.027027027027027,
"grad_norm": 6.201491832733154,
"learning_rate": 2.556390977443609e-05,
"loss": 0.6935,
"step": 80
},
{
"epoch": 2.0945945945945947,
"grad_norm": 12.898451805114746,
"learning_rate": 2.1804511278195487e-05,
"loss": 0.5538,
"step": 90
},
{
"epoch": 2.1621621621621623,
"grad_norm": 9.50394058227539,
"learning_rate": 1.8045112781954888e-05,
"loss": 0.5005,
"step": 100
},
{
"epoch": 2.22972972972973,
"grad_norm": 10.287944793701172,
"learning_rate": 1.4285714285714285e-05,
"loss": 0.3888,
"step": 110
},
{
"epoch": 2.2567567567567566,
"eval_accuracy": 0.7714285714285715,
"eval_loss": 0.4577937126159668,
"eval_model_preparation_time": 0.0017,
"eval_runtime": 4.8277,
"eval_samples_per_second": 14.5,
"eval_steps_per_second": 1.864,
"step": 114
},
{
"epoch": 3.0405405405405403,
"grad_norm": 5.723540306091309,
"learning_rate": 1.0526315789473684e-05,
"loss": 0.3792,
"step": 120
},
{
"epoch": 3.108108108108108,
"grad_norm": 3.536975383758545,
"learning_rate": 6.766917293233083e-06,
"loss": 0.2719,
"step": 130
},
{
"epoch": 3.175675675675676,
"grad_norm": 6.4476141929626465,
"learning_rate": 3.007518796992481e-06,
"loss": 0.2734,
"step": 140
},
{
"epoch": 3.22972972972973,
"eval_accuracy": 0.7571428571428571,
"eval_loss": 0.39962273836135864,
"eval_model_preparation_time": 0.0017,
"eval_runtime": 4.7855,
"eval_samples_per_second": 14.627,
"eval_steps_per_second": 1.881,
"step": 148
},
{
"epoch": 3.22972972972973,
"step": 148,
"total_flos": 1.460491890402263e+18,
"train_loss": 1.0221337974071503,
"train_runtime": 165.2475,
"train_samples_per_second": 7.165,
"train_steps_per_second": 0.896
},
{
"epoch": 3.22972972972973,
"eval_accuracy": 0.9161290322580645,
"eval_loss": 0.3755654990673065,
"eval_model_preparation_time": 0.0017,
"eval_runtime": 9.8886,
"eval_samples_per_second": 15.675,
"eval_steps_per_second": 2.023,
"step": 148
},
{
"epoch": 3.22972972972973,
"eval_accuracy": 0.9161290322580645,
"eval_loss": 0.37556546926498413,
"eval_model_preparation_time": 0.0017,
"eval_runtime": 9.9597,
"eval_samples_per_second": 15.563,
"eval_steps_per_second": 2.008,
"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
}