Model-J__DINO__model_idx_0132 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
817c47e verified
{
"best_metric": 0.9301333333333334,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0132/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": 17.590911865234375,
"learning_rate": 9.334052586261965e-05,
"loss": 0.8757,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8352,
"eval_loss": 0.5451493859291077,
"eval_runtime": 11.2833,
"eval_samples_per_second": 332.351,
"eval_steps_per_second": 5.229,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 0.2023411989212036,
"learning_rate": 7.513604728193609e-05,
"loss": 0.3474,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8656,
"eval_loss": 0.4395115375518799,
"eval_runtime": 11.6421,
"eval_samples_per_second": 322.108,
"eval_steps_per_second": 5.068,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 11.985528945922852,
"learning_rate": 5.015723661038683e-05,
"loss": 0.1707,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8933333333333333,
"eval_loss": 0.3847244083881378,
"eval_runtime": 11.3272,
"eval_samples_per_second": 331.06,
"eval_steps_per_second": 5.209,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.5231203436851501,
"learning_rate": 2.5136294516063797e-05,
"loss": 0.066,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9,
"eval_loss": 0.37163951992988586,
"eval_runtime": 11.2458,
"eval_samples_per_second": 333.458,
"eval_steps_per_second": 5.246,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.005454526282846928,
"learning_rate": 6.777562227006756e-06,
"loss": 0.0181,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9205333333333333,
"eval_loss": 0.30698445439338684,
"eval_runtime": 11.2688,
"eval_samples_per_second": 332.776,
"eval_steps_per_second": 5.236,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 1.0120359659194946,
"learning_rate": 2.472341277037771e-10,
"loss": 0.0039,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.9301333333333334,
"eval_loss": 0.27518150210380554,
"eval_runtime": 11.048,
"eval_samples_per_second": 339.427,
"eval_steps_per_second": 5.34,
"step": 1998
}
],
"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": true
},
"attributes": {}
}
},
"total_flos": 9.88447923735552e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}