Model-J__DINO__model_idx_0297 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
af53dda verified
{
"best_metric": 0.9381333333333334,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0297/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": 0.13002105057239532,
"learning_rate": 4.525311529382417e-05,
"loss": 0.7709,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8821333333333333,
"eval_loss": 0.3884968161582947,
"eval_runtime": 5.9405,
"eval_samples_per_second": 631.265,
"eval_steps_per_second": 9.932,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 0.02955802157521248,
"learning_rate": 3.277027342564428e-05,
"loss": 0.1844,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.9074666666666666,
"eval_loss": 0.310795396566391,
"eval_runtime": 5.5729,
"eval_samples_per_second": 672.901,
"eval_steps_per_second": 10.587,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.36980822682380676,
"learning_rate": 1.731945121074836e-05,
"loss": 0.053,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.9213333333333333,
"eval_loss": 0.27639350295066833,
"eval_runtime": 6.6229,
"eval_samples_per_second": 566.215,
"eval_steps_per_second": 8.908,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.029659712687134743,
"learning_rate": 4.802337581094707e-06,
"loss": 0.0104,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9381333333333334,
"eval_loss": 0.24752189218997955,
"eval_runtime": 5.5216,
"eval_samples_per_second": 679.156,
"eval_steps_per_second": 10.685,
"step": 1332
}
],
"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": false
},
"attributes": {}
}
},
"total_flos": 6.58965282490368e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}