Model-J__SupViT__model_idx_0076 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
9f58e99 verified
{
"best_metric": 0.9464,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0076/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": 0.1138138473033905,
"learning_rate": 8e-05,
"loss": 0.5811,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.9296,
"eval_loss": 0.23647132515907288,
"eval_runtime": 14.2978,
"eval_samples_per_second": 262.277,
"eval_steps_per_second": 4.126,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 0.32394886016845703,
"learning_rate": 6e-05,
"loss": 0.1122,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.9285333333333333,
"eval_loss": 0.2512739598751068,
"eval_runtime": 12.954,
"eval_samples_per_second": 289.487,
"eval_steps_per_second": 4.555,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.13499048352241516,
"learning_rate": 4e-05,
"loss": 0.0433,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.9301333333333334,
"eval_loss": 0.2354629784822464,
"eval_runtime": 11.1841,
"eval_samples_per_second": 335.298,
"eval_steps_per_second": 5.275,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.03507329896092415,
"learning_rate": 2e-05,
"loss": 0.0126,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9456,
"eval_loss": 0.20236806571483612,
"eval_runtime": 10.7669,
"eval_samples_per_second": 348.291,
"eval_steps_per_second": 5.48,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.07789720594882965,
"learning_rate": 0.0,
"loss": 0.0036,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9464,
"eval_loss": 0.2056872546672821,
"eval_runtime": 11.4435,
"eval_samples_per_second": 327.696,
"eval_steps_per_second": 5.156,
"step": 1665
}
],
"logging_steps": 500,
"max_steps": 1665,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"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": 8.2370660311296e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}