Model-J__SupViT__model_idx_0314 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
d2f6bc8 verified
Invalid JSON: Unexpected token 'N', ..."ad_norm": NaN, "... is not valid JSON
{
"best_metric": 0.9552,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0314/checkpoints/checkpoint-2997",
"epoch": 9.0,
"eval_steps": 500,
"global_step": 2997,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 14.541894912719727,
"learning_rate": 4.4444444444444447e-05,
"loss": 0.767,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.9362666666666667,
"eval_loss": 0.23523712158203125,
"eval_runtime": 5.6858,
"eval_samples_per_second": 659.537,
"eval_steps_per_second": 10.377,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 22.461755752563477,
"learning_rate": 3.888888888888889e-05,
"loss": 0.1107,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.9448,
"eval_loss": 0.18821214139461517,
"eval_runtime": 5.6559,
"eval_samples_per_second": 663.028,
"eval_steps_per_second": 10.432,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.0865599662065506,
"learning_rate": 3.3333333333333335e-05,
"loss": 0.0385,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.948,
"eval_loss": 0.1985563486814499,
"eval_runtime": 5.9735,
"eval_samples_per_second": 627.77,
"eval_steps_per_second": 9.877,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.059078674763441086,
"learning_rate": 2.777777777777778e-05,
"loss": 0.0153,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9496,
"eval_loss": 0.19788086414337158,
"eval_runtime": 5.7343,
"eval_samples_per_second": 653.954,
"eval_steps_per_second": 10.289,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.020871704444289207,
"learning_rate": 2.2222222222222223e-05,
"loss": 0.0062,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9517333333333333,
"eval_loss": 0.20122885704040527,
"eval_runtime": 5.6594,
"eval_samples_per_second": 662.609,
"eval_steps_per_second": 10.425,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.01741022802889347,
"learning_rate": 1.6666666666666667e-05,
"loss": 0.0031,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.9546666666666667,
"eval_loss": 0.1973712295293808,
"eval_runtime": 5.8131,
"eval_samples_per_second": 645.091,
"eval_steps_per_second": 10.149,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": NaN,
"learning_rate": 1.1127794461127795e-05,
"loss": 0.0015,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.9536,
"eval_loss": 0.20005081593990326,
"eval_runtime": 5.7889,
"eval_samples_per_second": 647.794,
"eval_steps_per_second": 10.192,
"step": 2331
},
{
"epoch": 8.0,
"grad_norm": 0.016990995034575462,
"learning_rate": 5.572238905572239e-06,
"loss": 0.0015,
"step": 2664
},
{
"epoch": 8.0,
"eval_accuracy": 0.9549333333333333,
"eval_loss": 0.20384365320205688,
"eval_runtime": 5.9747,
"eval_samples_per_second": 627.651,
"eval_steps_per_second": 9.875,
"step": 2664
},
{
"epoch": 9.0,
"grad_norm": 0.021080419421195984,
"learning_rate": 1.6683350016683353e-08,
"loss": 0.001,
"step": 2997
},
{
"epoch": 9.0,
"eval_accuracy": 0.9552,
"eval_loss": 0.1995849609375,
"eval_runtime": 5.9222,
"eval_samples_per_second": 633.211,
"eval_steps_per_second": 9.963,
"step": 2997
}
],
"logging_steps": 500,
"max_steps": 2997,
"num_input_tokens_seen": 0,
"num_train_epochs": 9,
"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": 1.482671885603328e+19,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}