|
{ |
|
"best_metric": 0.8571428571428571, |
|
"best_model_checkpoint": "videomae-base-finetuned-ucf101-subset/checkpoint-19", |
|
"epoch": 3.2083333333333335, |
|
"eval_steps": 500, |
|
"global_step": 72, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.1388888888888889, |
|
"grad_norm": 4.645142078399658, |
|
"learning_rate": 4.8437500000000005e-05, |
|
"loss": 0.6033, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.2638888888888889, |
|
"eval_accuracy": 0.8571428571428571, |
|
"eval_loss": 0.4074406027793884, |
|
"eval_runtime": 98.6257, |
|
"eval_samples_per_second": 1.916, |
|
"eval_steps_per_second": 0.243, |
|
"step": 19 |
|
}, |
|
{ |
|
"epoch": 1.0138888888888888, |
|
"grad_norm": 1.9824458360671997, |
|
"learning_rate": 4.0625000000000005e-05, |
|
"loss": 0.4803, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 1.1527777777777777, |
|
"grad_norm": 3.7689878940582275, |
|
"learning_rate": 3.2812500000000005e-05, |
|
"loss": 0.4788, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 1.2638888888888888, |
|
"eval_accuracy": 0.8571428571428571, |
|
"eval_loss": 0.394088476896286, |
|
"eval_runtime": 98.7086, |
|
"eval_samples_per_second": 1.915, |
|
"eval_steps_per_second": 0.243, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 2.0277777777777777, |
|
"grad_norm": 2.8333206176757812, |
|
"learning_rate": 2.5e-05, |
|
"loss": 0.4364, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 2.1666666666666665, |
|
"grad_norm": 5.9353437423706055, |
|
"learning_rate": 1.71875e-05, |
|
"loss": 0.6026, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 2.263888888888889, |
|
"eval_accuracy": 0.8571428571428571, |
|
"eval_loss": 0.3900613486766815, |
|
"eval_runtime": 98.4982, |
|
"eval_samples_per_second": 1.919, |
|
"eval_steps_per_second": 0.244, |
|
"step": 57 |
|
}, |
|
{ |
|
"epoch": 3.0416666666666665, |
|
"grad_norm": 2.219437837600708, |
|
"learning_rate": 9.375000000000001e-06, |
|
"loss": 0.3754, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 3.1805555555555554, |
|
"grad_norm": 3.425725221633911, |
|
"learning_rate": 1.5625e-06, |
|
"loss": 0.3941, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 3.2083333333333335, |
|
"eval_accuracy": 0.8571428571428571, |
|
"eval_loss": 0.3870747983455658, |
|
"eval_runtime": 98.2584, |
|
"eval_samples_per_second": 1.923, |
|
"eval_steps_per_second": 0.244, |
|
"step": 72 |
|
}, |
|
{ |
|
"epoch": 3.2083333333333335, |
|
"step": 72, |
|
"total_flos": 7.065186222304788e+17, |
|
"train_loss": 0.48999224934313035, |
|
"train_runtime": 758.8617, |
|
"train_samples_per_second": 0.759, |
|
"train_steps_per_second": 0.095 |
|
}, |
|
{ |
|
"epoch": 3.2083333333333335, |
|
"eval_accuracy": 0.8125, |
|
"eval_loss": 0.4971349537372589, |
|
"eval_runtime": 76.4707, |
|
"eval_samples_per_second": 1.883, |
|
"eval_steps_per_second": 0.235, |
|
"step": 72 |
|
}, |
|
{ |
|
"epoch": 3.2083333333333335, |
|
"eval_accuracy": 0.8125, |
|
"eval_loss": 0.49713489413261414, |
|
"eval_runtime": 76.9137, |
|
"eval_samples_per_second": 1.872, |
|
"eval_steps_per_second": 0.234, |
|
"step": 72 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 72, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 9223372036854775807, |
|
"save_steps": 500, |
|
"total_flos": 7.065186222304788e+17, |
|
"train_batch_size": 8, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|