Model-J__SupViT__model_idx_0973 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
9ce3ac6 verified
Invalid JSON: Unexpected token 'N', ..."ad_norm": NaN, "... is not valid JSON
{
"best_metric": 0.9530666666666666,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0973/checkpoints/checkpoint-2664",
"epoch": 8.0,
"eval_steps": 500,
"global_step": 2664,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 0.3459686040878296,
"learning_rate": 4.8096988312782174e-05,
"loss": 0.8737,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.9309333333333333,
"eval_loss": 0.25418713688850403,
"eval_runtime": 4.4433,
"eval_samples_per_second": 843.961,
"eval_steps_per_second": 13.278,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 0.7998790740966797,
"learning_rate": 4.267766952966369e-05,
"loss": 0.1233,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.9368,
"eval_loss": 0.22817035019397736,
"eval_runtime": 4.6398,
"eval_samples_per_second": 808.226,
"eval_steps_per_second": 12.716,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 1.867830753326416,
"learning_rate": 3.456708580912725e-05,
"loss": 0.0373,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.9464,
"eval_loss": 0.19879227876663208,
"eval_runtime": 4.1351,
"eval_samples_per_second": 906.869,
"eval_steps_per_second": 14.268,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.025567123666405678,
"learning_rate": 2.5e-05,
"loss": 0.013,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9474666666666667,
"eval_loss": 0.1966223567724228,
"eval_runtime": 4.1043,
"eval_samples_per_second": 913.668,
"eval_steps_per_second": 14.375,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.048936352133750916,
"learning_rate": 1.5432914190872757e-05,
"loss": 0.0053,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9509333333333333,
"eval_loss": 0.1998991072177887,
"eval_runtime": 4.0718,
"eval_samples_per_second": 920.978,
"eval_steps_per_second": 14.49,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.013532386161386967,
"learning_rate": 7.3223304703363135e-06,
"loss": 0.0027,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.9528,
"eval_loss": 0.19130685925483704,
"eval_runtime": 4.148,
"eval_samples_per_second": 904.047,
"eval_steps_per_second": 14.224,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": NaN,
"learning_rate": 1.91430998468726e-06,
"loss": 0.0022,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.9522666666666667,
"eval_loss": 0.189799502491951,
"eval_runtime": 4.1258,
"eval_samples_per_second": 908.91,
"eval_steps_per_second": 14.3,
"step": 2331
},
{
"epoch": 8.0,
"grad_norm": 0.05273326113820076,
"learning_rate": 1.7383661915504334e-11,
"loss": 0.0019,
"step": 2664
},
{
"epoch": 8.0,
"eval_accuracy": 0.9530666666666666,
"eval_loss": 0.1897537112236023,
"eval_runtime": 4.4277,
"eval_samples_per_second": 846.939,
"eval_steps_per_second": 13.325,
"step": 2664
}
],
"logging_steps": 500,
"max_steps": 2664,
"num_input_tokens_seen": 0,
"num_train_epochs": 8,
"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": 1.317930564980736e+19,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}