Model-J__SupViT__model_idx_0412 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
07a41a7 verified
{
"best_metric": 0.9464,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0412/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": 9.685497283935547,
"learning_rate": 5e-05,
"loss": 0.8208,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.9413333333333334,
"eval_loss": 0.22864754498004913,
"eval_runtime": 6.442,
"eval_samples_per_second": 582.116,
"eval_steps_per_second": 9.159,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 13.006792068481445,
"learning_rate": 5e-05,
"loss": 0.112,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.9450666666666667,
"eval_loss": 0.1855025738477707,
"eval_runtime": 6.9823,
"eval_samples_per_second": 537.075,
"eval_steps_per_second": 8.45,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.031707871705293655,
"learning_rate": 5e-05,
"loss": 0.0436,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.9445333333333333,
"eval_loss": 0.2130109965801239,
"eval_runtime": 6.3409,
"eval_samples_per_second": 591.397,
"eval_steps_per_second": 9.305,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.057526845484972,
"learning_rate": 5e-05,
"loss": 0.019,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9424,
"eval_loss": 0.2409987896680832,
"eval_runtime": 6.2102,
"eval_samples_per_second": 603.843,
"eval_steps_per_second": 9.5,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.01174067985266447,
"learning_rate": 5e-05,
"loss": 0.012,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9464,
"eval_loss": 0.22617024183273315,
"eval_runtime": 6.3227,
"eval_samples_per_second": 593.104,
"eval_steps_per_second": 9.331,
"step": 1665
}
],
"logging_steps": 500,
"max_steps": 1665,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"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": 8.2370660311296e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}