Model-J__SupViT__model_idx_0620 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
b53e7e8 verified
{
"best_metric": 0.9424,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0620/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": 0.08448620140552521,
"learning_rate": 0.00025,
"loss": 0.5811,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8888,
"eval_loss": 0.3836095631122589,
"eval_runtime": 12.0782,
"eval_samples_per_second": 310.476,
"eval_steps_per_second": 4.885,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 0.04101579263806343,
"learning_rate": 0.00019999999999999998,
"loss": 0.2299,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.9077333333333333,
"eval_loss": 0.3179427683353424,
"eval_runtime": 11.7465,
"eval_samples_per_second": 319.245,
"eval_steps_per_second": 5.023,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.05000549182295799,
"learning_rate": 0.00015,
"loss": 0.1155,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.9197333333333333,
"eval_loss": 0.294179230928421,
"eval_runtime": 12.2789,
"eval_samples_per_second": 305.402,
"eval_steps_per_second": 4.805,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.05058682709932327,
"learning_rate": 9.999999999999999e-05,
"loss": 0.049,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9309333333333333,
"eval_loss": 0.30035337805747986,
"eval_runtime": 11.6397,
"eval_samples_per_second": 322.173,
"eval_steps_per_second": 5.069,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.46643832325935364,
"learning_rate": 4.9999999999999996e-05,
"loss": 0.0153,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9392,
"eval_loss": 0.26747408509254456,
"eval_runtime": 11.5108,
"eval_samples_per_second": 325.78,
"eval_steps_per_second": 5.126,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.022531863301992416,
"learning_rate": 0.0,
"loss": 0.0053,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.9424,
"eval_loss": 0.27480894327163696,
"eval_runtime": 11.626,
"eval_samples_per_second": 322.554,
"eval_steps_per_second": 5.075,
"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
}