Model-J__SupViT__model_idx_0517 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
43acd6b verified
{
"best_metric": 0.9373333333333334,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0517/checkpoints/checkpoint-1998",
"epoch": 6.0,
"eval_steps": 500,
"global_step": 1998,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 0.23168382048606873,
"learning_rate": 7.500000000000001e-05,
"loss": 0.6941,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.9146666666666666,
"eval_loss": 0.29239752888679504,
"eval_runtime": 13.2935,
"eval_samples_per_second": 282.092,
"eval_steps_per_second": 4.438,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 0.4338453710079193,
"learning_rate": 6e-05,
"loss": 0.1488,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.9245333333333333,
"eval_loss": 0.2595774531364441,
"eval_runtime": 14.1009,
"eval_samples_per_second": 265.941,
"eval_steps_per_second": 4.184,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 1.2649027109146118,
"learning_rate": 4.5e-05,
"loss": 0.0664,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.9258666666666666,
"eval_loss": 0.27358660101890564,
"eval_runtime": 14.1741,
"eval_samples_per_second": 264.567,
"eval_steps_per_second": 4.163,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.023524940013885498,
"learning_rate": 3e-05,
"loss": 0.03,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9325333333333333,
"eval_loss": 0.25335827469825745,
"eval_runtime": 14.151,
"eval_samples_per_second": 264.999,
"eval_steps_per_second": 4.169,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.04556456580758095,
"learning_rate": 1.5e-05,
"loss": 0.0129,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9362666666666667,
"eval_loss": 0.24637223780155182,
"eval_runtime": 14.6476,
"eval_samples_per_second": 256.015,
"eval_steps_per_second": 4.028,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.1849849671125412,
"learning_rate": 0.0,
"loss": 0.0065,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.9373333333333334,
"eval_loss": 0.25997939705848694,
"eval_runtime": 13.8819,
"eval_samples_per_second": 270.136,
"eval_steps_per_second": 4.25,
"step": 1998
}
],
"logging_steps": 500,
"max_steps": 1998,
"num_input_tokens_seen": 0,
"num_train_epochs": 6,
"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": 9.88447923735552e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}