|
{ |
|
"best_metric": 0.8802666666666666, |
|
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0194/checkpoints/checkpoint-1665", |
|
"epoch": 5.0, |
|
"eval_steps": 500, |
|
"global_step": 1665, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 105.63937377929688, |
|
"learning_rate": 9.619397662556435e-05, |
|
"loss": 2.6622, |
|
"step": 333 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.74, |
|
"eval_loss": 0.9289666414260864, |
|
"eval_runtime": 7.7384, |
|
"eval_samples_per_second": 484.598, |
|
"eval_steps_per_second": 7.624, |
|
"step": 333 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 141.2833709716797, |
|
"learning_rate": 8.535533905932738e-05, |
|
"loss": 0.7066, |
|
"step": 666 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.8298666666666666, |
|
"eval_loss": 0.5334078669548035, |
|
"eval_runtime": 7.8715, |
|
"eval_samples_per_second": 476.405, |
|
"eval_steps_per_second": 7.495, |
|
"step": 666 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 118.03437805175781, |
|
"learning_rate": 6.91341716182545e-05, |
|
"loss": 0.4323, |
|
"step": 999 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.8586666666666667, |
|
"eval_loss": 0.4483139216899872, |
|
"eval_runtime": 7.6556, |
|
"eval_samples_per_second": 489.838, |
|
"eval_steps_per_second": 7.707, |
|
"step": 999 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 99.06718444824219, |
|
"learning_rate": 5e-05, |
|
"loss": 0.3141, |
|
"step": 1332 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.872, |
|
"eval_loss": 0.41143152117729187, |
|
"eval_runtime": 7.7327, |
|
"eval_samples_per_second": 484.955, |
|
"eval_steps_per_second": 7.63, |
|
"step": 1332 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"grad_norm": 127.16712951660156, |
|
"learning_rate": 3.086582838174551e-05, |
|
"loss": 0.2348, |
|
"step": 1665 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.8802666666666666, |
|
"eval_loss": 0.39300593733787537, |
|
"eval_runtime": 7.726, |
|
"eval_samples_per_second": 485.373, |
|
"eval_steps_per_second": 7.637, |
|
"step": 1665 |
|
} |
|
], |
|
"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": 4.088214619776e+18, |
|
"train_batch_size": 64, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|