Model-J__SupViT__model_idx_0045 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
e90d4a6 verified
Invalid JSON: Unexpected token 'I', ..."ad_norm": Infinity, "... is not valid JSON
{
"best_metric": 0.9130666666666667,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0045/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": Infinity,
"learning_rate": 0.0004446112779446113,
"loss": 0.8001,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.7952,
"eval_loss": 0.7149527072906494,
"eval_runtime": 13.266,
"eval_samples_per_second": 282.677,
"eval_steps_per_second": 4.447,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 23.752063751220703,
"learning_rate": 0.0003890557223890557,
"loss": 0.4328,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8477333333333333,
"eval_loss": 0.5401880741119385,
"eval_runtime": 13.2714,
"eval_samples_per_second": 282.562,
"eval_steps_per_second": 4.446,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.02514801360666752,
"learning_rate": 0.00033350016683350017,
"loss": 0.266,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8514666666666667,
"eval_loss": 0.5607848763465881,
"eval_runtime": 13.2217,
"eval_samples_per_second": 283.624,
"eval_steps_per_second": 4.462,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": Infinity,
"learning_rate": 0.00027811144477811147,
"loss": 0.1787,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8637333333333334,
"eval_loss": 0.49877291917800903,
"eval_runtime": 13.3985,
"eval_samples_per_second": 279.883,
"eval_steps_per_second": 4.403,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.03814086690545082,
"learning_rate": 0.0002225558892225559,
"loss": 0.1077,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8784,
"eval_loss": 0.4918215572834015,
"eval_runtime": 13.2976,
"eval_samples_per_second": 282.005,
"eval_steps_per_second": 4.437,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.07750096917152405,
"learning_rate": 0.00016700033366700035,
"loss": 0.0593,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8906666666666667,
"eval_loss": 0.45453372597694397,
"eval_runtime": 13.1165,
"eval_samples_per_second": 285.9,
"eval_steps_per_second": 4.498,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 0.0013360363664105535,
"learning_rate": 0.00011144477811144478,
"loss": 0.025,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.8933333333333333,
"eval_loss": 0.4550786316394806,
"eval_runtime": 12.8853,
"eval_samples_per_second": 291.029,
"eval_steps_per_second": 4.579,
"step": 2331
},
{
"epoch": 8.0,
"grad_norm": 0.01317928172647953,
"learning_rate": 5.5889222555889224e-05,
"loss": 0.008,
"step": 2664
},
{
"epoch": 8.0,
"eval_accuracy": 0.9082666666666667,
"eval_loss": 0.4193459451198578,
"eval_runtime": 14.7792,
"eval_samples_per_second": 253.734,
"eval_steps_per_second": 3.992,
"step": 2664
},
{
"epoch": 9.0,
"grad_norm": 0.010768400505185127,
"learning_rate": 3.33667000333667e-07,
"loss": 0.0022,
"step": 2997
},
{
"epoch": 9.0,
"eval_accuracy": 0.9130666666666667,
"eval_loss": 0.4061015546321869,
"eval_runtime": 13.2629,
"eval_samples_per_second": 282.743,
"eval_steps_per_second": 4.448,
"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
}