|
{ |
|
"best_metric": 0.892, |
|
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0473/checkpoints/checkpoint-2331", |
|
"epoch": 7.0, |
|
"eval_steps": 500, |
|
"global_step": 2331, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 64.9155044555664, |
|
"learning_rate": 7e-05, |
|
"loss": 3.1803, |
|
"step": 333 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.6741333333333334, |
|
"eval_loss": 1.432660698890686, |
|
"eval_runtime": 8.1944, |
|
"eval_samples_per_second": 457.631, |
|
"eval_steps_per_second": 7.2, |
|
"step": 333 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 51.79361343383789, |
|
"learning_rate": 7e-05, |
|
"loss": 0.8427, |
|
"step": 666 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.8346666666666667, |
|
"eval_loss": 0.5580233335494995, |
|
"eval_runtime": 7.3968, |
|
"eval_samples_per_second": 506.973, |
|
"eval_steps_per_second": 7.976, |
|
"step": 666 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 147.0055389404297, |
|
"learning_rate": 7e-05, |
|
"loss": 0.4803, |
|
"step": 999 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.8656, |
|
"eval_loss": 0.4396216869354248, |
|
"eval_runtime": 7.3839, |
|
"eval_samples_per_second": 507.864, |
|
"eval_steps_per_second": 7.99, |
|
"step": 999 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 66.55233001708984, |
|
"learning_rate": 7e-05, |
|
"loss": 0.3317, |
|
"step": 1332 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.8776, |
|
"eval_loss": 0.40195780992507935, |
|
"eval_runtime": 7.4143, |
|
"eval_samples_per_second": 505.779, |
|
"eval_steps_per_second": 7.958, |
|
"step": 1332 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"grad_norm": 160.28334045410156, |
|
"learning_rate": 7e-05, |
|
"loss": 0.2576, |
|
"step": 1665 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.8861333333333333, |
|
"eval_loss": 0.3800772726535797, |
|
"eval_runtime": 7.5175, |
|
"eval_samples_per_second": 498.834, |
|
"eval_steps_per_second": 7.848, |
|
"step": 1665 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"grad_norm": 91.19947052001953, |
|
"learning_rate": 7e-05, |
|
"loss": 0.1951, |
|
"step": 1998 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.8904, |
|
"eval_loss": 0.37971895933151245, |
|
"eval_runtime": 7.512, |
|
"eval_samples_per_second": 499.202, |
|
"eval_steps_per_second": 7.854, |
|
"step": 1998 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"grad_norm": 72.50609588623047, |
|
"learning_rate": 7e-05, |
|
"loss": 0.1578, |
|
"step": 2331 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_accuracy": 0.892, |
|
"eval_loss": 0.36846038699150085, |
|
"eval_runtime": 7.2064, |
|
"eval_samples_per_second": 520.374, |
|
"eval_steps_per_second": 8.187, |
|
"step": 2331 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 2664, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 8, |
|
"save_steps": 500, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": false |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 5.7235004676864e+18, |
|
"train_batch_size": 64, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|