Model-J__DINO__model_idx_0006 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
ecb4d21 verified
{
"best_metric": 0.9189333333333334,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0006/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": 1.1340930461883545,
"learning_rate": 8.559608050575152e-05,
"loss": 0.7934,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8261333333333334,
"eval_loss": 0.5614354610443115,
"eval_runtime": 5.8501,
"eval_samples_per_second": 641.017,
"eval_steps_per_second": 10.085,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 19.052743911743164,
"learning_rate": 7.31517728663805e-05,
"loss": 0.278,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8432,
"eval_loss": 0.5140930414199829,
"eval_runtime": 5.946,
"eval_samples_per_second": 630.681,
"eval_steps_per_second": 9.923,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.0020932629704475403,
"learning_rate": 5.5131661351986275e-05,
"loss": 0.1302,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8821333333333333,
"eval_loss": 0.42049771547317505,
"eval_runtime": 5.7376,
"eval_samples_per_second": 653.58,
"eval_steps_per_second": 10.283,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 9.394673347473145,
"learning_rate": 3.5104850050159014e-05,
"loss": 0.0578,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9042666666666667,
"eval_loss": 0.3749675750732422,
"eval_runtime": 5.7669,
"eval_samples_per_second": 650.262,
"eval_steps_per_second": 10.231,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.015366042964160442,
"learning_rate": 1.703789455194791e-05,
"loss": 0.0153,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9101333333333333,
"eval_loss": 0.35989752411842346,
"eval_runtime": 6.0392,
"eval_samples_per_second": 620.939,
"eval_steps_per_second": 9.769,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.0033450990449637175,
"learning_rate": 4.509176970441849e-06,
"loss": 0.0021,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.9176,
"eval_loss": 0.3351859748363495,
"eval_runtime": 5.8049,
"eval_samples_per_second": 646.008,
"eval_steps_per_second": 10.164,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 0.083200603723526,
"learning_rate": 1.6347729569543557e-10,
"loss": 0.0005,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.9189333333333334,
"eval_loss": 0.33363083004951477,
"eval_runtime": 5.5051,
"eval_samples_per_second": 681.182,
"eval_steps_per_second": 10.717,
"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
}