Model-J__DINO__model_idx_0695 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
1ba7eb3 verified
{
"best_metric": 0.9136,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0695/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": 14.306386947631836,
"learning_rate": 4.2878592878592884e-05,
"loss": 0.8206,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8613333333333333,
"eval_loss": 0.4550783932209015,
"eval_runtime": 13.3228,
"eval_samples_per_second": 281.472,
"eval_steps_per_second": 4.428,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 37.43409729003906,
"learning_rate": 3.573573573573574e-05,
"loss": 0.2474,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8736,
"eval_loss": 0.3982352912425995,
"eval_runtime": 13.1137,
"eval_samples_per_second": 285.959,
"eval_steps_per_second": 4.499,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 3.9315435886383057,
"learning_rate": 2.8592878592878596e-05,
"loss": 0.1043,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.888,
"eval_loss": 0.38039442896842957,
"eval_runtime": 17.8016,
"eval_samples_per_second": 210.655,
"eval_steps_per_second": 3.314,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.0545400008559227,
"learning_rate": 2.1450021450021453e-05,
"loss": 0.0519,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9005333333333333,
"eval_loss": 0.36097225546836853,
"eval_runtime": 13.0776,
"eval_samples_per_second": 286.749,
"eval_steps_per_second": 4.512,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 52.24064636230469,
"learning_rate": 1.4307164307164309e-05,
"loss": 0.0216,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9037333333333334,
"eval_loss": 0.3738444745540619,
"eval_runtime": 13.0908,
"eval_samples_per_second": 286.461,
"eval_steps_per_second": 4.507,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.03491303697228432,
"learning_rate": 7.164307164307164e-06,
"loss": 0.0072,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.9136,
"eval_loss": 0.3495083153247833,
"eval_runtime": 13.127,
"eval_samples_per_second": 285.67,
"eval_steps_per_second": 4.495,
"step": 1998
}
],
"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": false
},
"attributes": {}
}
},
"total_flos": 9.88447923735552e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}