Model-J__DINO__model_idx_0306 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
fd1f377 verified
{
"best_metric": 0.9293333333333333,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0306/checkpoints/checkpoint-2664",
"epoch": 8.0,
"eval_steps": 500,
"global_step": 2664,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 55.31058120727539,
"learning_rate": 4.376876876876877e-05,
"loss": 0.7849,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8570666666666666,
"eval_loss": 0.46635210514068604,
"eval_runtime": 10.8565,
"eval_samples_per_second": 345.415,
"eval_steps_per_second": 5.435,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 1.5193877220153809,
"learning_rate": 3.7518768768768766e-05,
"loss": 0.2137,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8821333333333333,
"eval_loss": 0.38604897260665894,
"eval_runtime": 6.829,
"eval_samples_per_second": 549.13,
"eval_steps_per_second": 8.64,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 47.886566162109375,
"learning_rate": 3.126876876876877e-05,
"loss": 0.0968,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8904,
"eval_loss": 0.3822152316570282,
"eval_runtime": 6.9187,
"eval_samples_per_second": 542.006,
"eval_steps_per_second": 8.528,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 5.015561580657959,
"learning_rate": 2.5018768768768767e-05,
"loss": 0.0521,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9056,
"eval_loss": 0.35865047574043274,
"eval_runtime": 7.0713,
"eval_samples_per_second": 530.316,
"eval_steps_per_second": 8.344,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.05517354980111122,
"learning_rate": 1.8768768768768768e-05,
"loss": 0.0262,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9093333333333333,
"eval_loss": 0.3677443563938141,
"eval_runtime": 7.6393,
"eval_samples_per_second": 490.884,
"eval_steps_per_second": 7.723,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.022528665140271187,
"learning_rate": 1.2518768768768768e-05,
"loss": 0.0094,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.9242666666666667,
"eval_loss": 0.3443892300128937,
"eval_runtime": 8.1042,
"eval_samples_per_second": 462.725,
"eval_steps_per_second": 7.28,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 0.00013200398825574666,
"learning_rate": 6.268768768768769e-06,
"loss": 0.0041,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.924,
"eval_loss": 0.3203379511833191,
"eval_runtime": 7.4133,
"eval_samples_per_second": 505.847,
"eval_steps_per_second": 7.959,
"step": 2331
},
{
"epoch": 8.0,
"grad_norm": 0.0018143390771001577,
"learning_rate": 1.876876876876877e-08,
"loss": 0.0019,
"step": 2664
},
{
"epoch": 8.0,
"eval_accuracy": 0.9293333333333333,
"eval_loss": 0.31443339586257935,
"eval_runtime": 7.5585,
"eval_samples_per_second": 496.128,
"eval_steps_per_second": 7.806,
"step": 2664
}
],
"logging_steps": 500,
"max_steps": 2664,
"num_input_tokens_seen": 0,
"num_train_epochs": 8,
"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": 1.317930564980736e+19,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}