|
{ |
|
"best_metric": 0.004365460481494665, |
|
"best_model_checkpoint": "./vit-brain-tumour-v1/checkpoint-100", |
|
"epoch": 4.0, |
|
"eval_steps": 100, |
|
"global_step": 148, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.2702702702702703, |
|
"grad_norm": 2.4590463638305664, |
|
"learning_rate": 0.0001864864864864865, |
|
"loss": 0.4827, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.5405405405405406, |
|
"grad_norm": 2.9085402488708496, |
|
"learning_rate": 0.000172972972972973, |
|
"loss": 0.221, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.8108108108108109, |
|
"grad_norm": 0.13484928011894226, |
|
"learning_rate": 0.00015945945945945947, |
|
"loss": 0.0573, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 1.0810810810810811, |
|
"grad_norm": 3.143681287765503, |
|
"learning_rate": 0.00014594594594594595, |
|
"loss": 0.0655, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 1.3513513513513513, |
|
"grad_norm": 1.2873934507369995, |
|
"learning_rate": 0.00013243243243243243, |
|
"loss": 0.066, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 1.6216216216216215, |
|
"grad_norm": 0.05828818306326866, |
|
"learning_rate": 0.00011891891891891893, |
|
"loss": 0.009, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 1.8918918918918919, |
|
"grad_norm": 0.04554607346653938, |
|
"learning_rate": 0.0001054054054054054, |
|
"loss": 0.0063, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 2.1621621621621623, |
|
"grad_norm": 0.0411420576274395, |
|
"learning_rate": 9.18918918918919e-05, |
|
"loss": 0.0053, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 2.4324324324324325, |
|
"grad_norm": 0.03753970190882683, |
|
"learning_rate": 7.837837837837838e-05, |
|
"loss": 0.0048, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 2.7027027027027026, |
|
"grad_norm": 0.03439953923225403, |
|
"learning_rate": 6.486486486486487e-05, |
|
"loss": 0.0043, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 2.7027027027027026, |
|
"eval_accuracy": 1.0, |
|
"eval_loss": 0.004365460481494665, |
|
"eval_runtime": 2.8872, |
|
"eval_samples_per_second": 50.222, |
|
"eval_steps_per_second": 6.581, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 2.972972972972973, |
|
"grad_norm": 0.032108623534440994, |
|
"learning_rate": 5.135135135135135e-05, |
|
"loss": 0.0041, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 3.2432432432432434, |
|
"grad_norm": 0.03147277981042862, |
|
"learning_rate": 3.783783783783784e-05, |
|
"loss": 0.0038, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 3.5135135135135136, |
|
"grad_norm": 0.02981223724782467, |
|
"learning_rate": 2.4324324324324327e-05, |
|
"loss": 0.0037, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 3.7837837837837838, |
|
"grad_norm": 0.03125371038913727, |
|
"learning_rate": 1.0810810810810812e-05, |
|
"loss": 0.0037, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"step": 148, |
|
"total_flos": 1.800913838643118e+17, |
|
"train_loss": 0.06353814376367105, |
|
"train_runtime": 74.4207, |
|
"train_samples_per_second": 31.228, |
|
"train_steps_per_second": 1.989 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 148, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 4, |
|
"save_steps": 100, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 1.800913838643118e+17, |
|
"train_batch_size": 16, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|