Model-J__SupViT__model_idx_0221 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
e359fb8 verified
{
"best_metric": 0.9309333333333333,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0221/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": 11.164518356323242,
"learning_rate": 0.0001,
"loss": 0.5934,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.9264,
"eval_loss": 0.25580430030822754,
"eval_runtime": 5.6835,
"eval_samples_per_second": 659.804,
"eval_steps_per_second": 10.381,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 8.700750350952148,
"learning_rate": 0.0001,
"loss": 0.1548,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.9253333333333333,
"eval_loss": 0.25018489360809326,
"eval_runtime": 5.594,
"eval_samples_per_second": 670.359,
"eval_steps_per_second": 10.547,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.12553507089614868,
"learning_rate": 0.0001,
"loss": 0.0982,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.9205333333333333,
"eval_loss": 0.2910597622394562,
"eval_runtime": 5.686,
"eval_samples_per_second": 659.515,
"eval_steps_per_second": 10.376,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.018913432955741882,
"learning_rate": 0.0001,
"loss": 0.069,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9264,
"eval_loss": 0.27449366450309753,
"eval_runtime": 5.7138,
"eval_samples_per_second": 656.311,
"eval_steps_per_second": 10.326,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.021858008578419685,
"learning_rate": 0.0001,
"loss": 0.0574,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9218666666666666,
"eval_loss": 0.3133319318294525,
"eval_runtime": 6.0986,
"eval_samples_per_second": 614.895,
"eval_steps_per_second": 9.674,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.01968323439359665,
"learning_rate": 0.0001,
"loss": 0.046,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.928,
"eval_loss": 0.306606650352478,
"eval_runtime": 5.8908,
"eval_samples_per_second": 636.588,
"eval_steps_per_second": 10.016,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 5.922869682312012,
"learning_rate": 0.0001,
"loss": 0.0403,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.9309333333333333,
"eval_loss": 0.3050827085971832,
"eval_runtime": 6.1166,
"eval_samples_per_second": 613.083,
"eval_steps_per_second": 9.646,
"step": 2331
}
],
"logging_steps": 500,
"max_steps": 2331,
"num_input_tokens_seen": 0,
"num_train_epochs": 7,
"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": 1.153189244358144e+19,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}