Model-J__DINO__model_idx_0848 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
81f2f88 verified
{
"best_metric": 0.9154666666666667,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0848/checkpoints/checkpoint-1665",
"epoch": 5.0,
"eval_steps": 500,
"global_step": 1665,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 8.857606887817383,
"learning_rate": 8.400647327635769e-05,
"loss": 0.937,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8061333333333334,
"eval_loss": 0.6490962505340576,
"eval_runtime": 10.7466,
"eval_samples_per_second": 348.947,
"eval_steps_per_second": 5.49,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 6.869499683380127,
"learning_rate": 6.756124916644227e-05,
"loss": 0.3287,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8616,
"eval_loss": 0.48380452394485474,
"eval_runtime": 10.6476,
"eval_samples_per_second": 352.193,
"eval_steps_per_second": 5.541,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.015252861194312572,
"learning_rate": 4.5070756562141305e-05,
"loss": 0.1492,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8648,
"eval_loss": 0.48098936676979065,
"eval_runtime": 10.8905,
"eval_samples_per_second": 344.336,
"eval_steps_per_second": 5.418,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 7.3917765617370605,
"learning_rate": 2.2561304794155375e-05,
"loss": 0.0552,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.892,
"eval_loss": 0.41404542326927185,
"eval_runtime": 10.9614,
"eval_samples_per_second": 342.11,
"eval_steps_per_second": 5.383,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.0009626984829083085,
"learning_rate": 6.06428328578363e-06,
"loss": 0.0146,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9154666666666667,
"eval_loss": 0.3532232940196991,
"eval_runtime": 10.9514,
"eval_samples_per_second": 342.423,
"eval_steps_per_second": 5.387,
"step": 1665
}
],
"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": false
},
"attributes": {}
}
},
"total_flos": 8.2370660311296e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}