Model-J__SupViT__model_idx_0690 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
71b1d1b verified
{
"best_metric": 0.948,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0690/checkpoints/checkpoint-1332",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 1332,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 1.7167942523956299,
"learning_rate": 3e-05,
"loss": 1.2043,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.9309333333333333,
"eval_loss": 0.2890532910823822,
"eval_runtime": 11.1211,
"eval_samples_per_second": 337.198,
"eval_steps_per_second": 5.305,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 0.7356007099151611,
"learning_rate": 3e-05,
"loss": 0.1851,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.9464,
"eval_loss": 0.20302271842956543,
"eval_runtime": 11.3634,
"eval_samples_per_second": 330.006,
"eval_steps_per_second": 5.192,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.2152671217918396,
"learning_rate": 3e-05,
"loss": 0.0856,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.9466666666666667,
"eval_loss": 0.19187620282173157,
"eval_runtime": 11.0063,
"eval_samples_per_second": 340.714,
"eval_steps_per_second": 5.361,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.046515338122844696,
"learning_rate": 3e-05,
"loss": 0.043,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.948,
"eval_loss": 0.18370342254638672,
"eval_runtime": 11.0637,
"eval_samples_per_second": 338.947,
"eval_steps_per_second": 5.333,
"step": 1332
}
],
"logging_steps": 500,
"max_steps": 1332,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 6.58965282490368e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}