Model-J__DINO__model_idx_0168 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
484f635 verified
{
"best_metric": 0.47386666666666666,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0168/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": 20.271753311157227,
"learning_rate": 0.0002887841425059038,
"loss": 3.356,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.23146666666666665,
"eval_loss": 2.938288688659668,
"eval_runtime": 11.9523,
"eval_samples_per_second": 313.747,
"eval_steps_per_second": 4.936,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 23.26625633239746,
"learning_rate": 0.0002564405961135417,
"loss": 2.7639,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.27573333333333333,
"eval_loss": 2.6832222938537598,
"eval_runtime": 11.974,
"eval_samples_per_second": 313.179,
"eval_steps_per_second": 4.927,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 19.279315948486328,
"learning_rate": 0.0002078924338492993,
"loss": 2.4481,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.344,
"eval_loss": 2.4459779262542725,
"eval_runtime": 11.9866,
"eval_samples_per_second": 312.85,
"eval_steps_per_second": 4.922,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 34.44410705566406,
"learning_rate": 0.00015053067332772077,
"loss": 2.1459,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.40346666666666664,
"eval_loss": 2.2199318408966064,
"eval_runtime": 12.0413,
"eval_samples_per_second": 311.428,
"eval_steps_per_second": 4.9,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 26.674732208251953,
"learning_rate": 9.308812260256249e-05,
"loss": 1.7836,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.44266666666666665,
"eval_loss": 2.1035990715026855,
"eval_runtime": 11.9136,
"eval_samples_per_second": 314.766,
"eval_steps_per_second": 4.952,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 33.97932052612305,
"learning_rate": 4.4309889303710674e-05,
"loss": 1.3547,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.47386666666666666,
"eval_loss": 2.083454132080078,
"eval_runtime": 11.8389,
"eval_samples_per_second": 316.753,
"eval_steps_per_second": 4.984,
"step": 1998
}
],
"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": false
},
"attributes": {}
}
},
"total_flos": 9.88447923735552e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}