sthiruna's picture
End of training
23330e0 verified
raw
history blame contribute delete
No virus
4.46 kB
{
"best_metric": 0.9142857142857143,
"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": 0.07,
"grad_norm": 5.877252101898193,
"learning_rate": 3.3333333333333335e-05,
"loss": 2.3334,
"step": 10
},
{
"epoch": 0.14,
"grad_norm": 6.845406532287598,
"learning_rate": 4.81203007518797e-05,
"loss": 2.2303,
"step": 20
},
{
"epoch": 0.2,
"grad_norm": 8.416325569152832,
"learning_rate": 4.43609022556391e-05,
"loss": 2.1155,
"step": 30
},
{
"epoch": 0.26,
"eval_accuracy": 0.6,
"eval_loss": 1.7389822006225586,
"eval_runtime": 7.8855,
"eval_samples_per_second": 8.877,
"eval_steps_per_second": 1.141,
"step": 38
},
{
"epoch": 1.01,
"grad_norm": 10.510369300842285,
"learning_rate": 4.0601503759398494e-05,
"loss": 1.9057,
"step": 40
},
{
"epoch": 1.08,
"grad_norm": 12.991025924682617,
"learning_rate": 3.6842105263157895e-05,
"loss": 1.4769,
"step": 50
},
{
"epoch": 1.15,
"grad_norm": 10.709514617919922,
"learning_rate": 3.3082706766917295e-05,
"loss": 1.1806,
"step": 60
},
{
"epoch": 1.22,
"grad_norm": 6.943473815917969,
"learning_rate": 2.9323308270676693e-05,
"loss": 0.8482,
"step": 70
},
{
"epoch": 1.26,
"eval_accuracy": 0.6857142857142857,
"eval_loss": 0.954380452632904,
"eval_runtime": 7.9006,
"eval_samples_per_second": 8.86,
"eval_steps_per_second": 1.139,
"step": 76
},
{
"epoch": 2.03,
"grad_norm": 4.553641319274902,
"learning_rate": 2.556390977443609e-05,
"loss": 0.8814,
"step": 80
},
{
"epoch": 2.09,
"grad_norm": 6.816486835479736,
"learning_rate": 2.1804511278195487e-05,
"loss": 0.6541,
"step": 90
},
{
"epoch": 2.16,
"grad_norm": 14.017226219177246,
"learning_rate": 1.8045112781954888e-05,
"loss": 0.5383,
"step": 100
},
{
"epoch": 2.23,
"grad_norm": 6.129795074462891,
"learning_rate": 1.4285714285714285e-05,
"loss": 0.4371,
"step": 110
},
{
"epoch": 2.26,
"eval_accuracy": 0.8857142857142857,
"eval_loss": 0.4790053367614746,
"eval_runtime": 7.8047,
"eval_samples_per_second": 8.969,
"eval_steps_per_second": 1.153,
"step": 114
},
{
"epoch": 3.04,
"grad_norm": 4.292072772979736,
"learning_rate": 1.0526315789473684e-05,
"loss": 0.3274,
"step": 120
},
{
"epoch": 3.11,
"grad_norm": 3.278257369995117,
"learning_rate": 6.766917293233083e-06,
"loss": 0.3116,
"step": 130
},
{
"epoch": 3.18,
"grad_norm": 6.118241310119629,
"learning_rate": 3.007518796992481e-06,
"loss": 0.2803,
"step": 140
},
{
"epoch": 3.23,
"eval_accuracy": 0.9142857142857143,
"eval_loss": 0.3659238815307617,
"eval_runtime": 7.3677,
"eval_samples_per_second": 9.501,
"eval_steps_per_second": 1.222,
"step": 148
},
{
"epoch": 3.23,
"step": 148,
"total_flos": 1.460491890402263e+18,
"train_loss": 1.0632461502745345,
"train_runtime": 248.2758,
"train_samples_per_second": 4.769,
"train_steps_per_second": 0.596
},
{
"epoch": 3.23,
"eval_accuracy": 0.8774193548387097,
"eval_loss": 0.45682066679000854,
"eval_runtime": 16.891,
"eval_samples_per_second": 9.176,
"eval_steps_per_second": 1.184,
"step": 148
},
{
"epoch": 3.23,
"eval_accuracy": 0.8774193548387097,
"eval_loss": 0.45682066679000854,
"eval_runtime": 15.7238,
"eval_samples_per_second": 9.858,
"eval_steps_per_second": 1.272,
"step": 148
}
],
"logging_steps": 10,
"max_steps": 148,
"num_input_tokens_seen": 0,
"num_train_epochs": 9223372036854775807,
"save_steps": 500,
"total_flos": 1.460491890402263e+18,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}