Model-J__ResNet__model_idx_0532 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
d76a975 verified
{
"best_metric": 0.8186666666666667,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0532/checkpoints/checkpoint-1332",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 1332,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 103.05448913574219,
"learning_rate": 5.2499999999999995e-05,
"loss": 3.4819,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.5637333333333333,
"eval_loss": 2.486497402191162,
"eval_runtime": 13.4681,
"eval_samples_per_second": 278.435,
"eval_steps_per_second": 4.381,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 144.57040405273438,
"learning_rate": 3.5e-05,
"loss": 1.5427,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.7714666666666666,
"eval_loss": 0.9429396986961365,
"eval_runtime": 13.5086,
"eval_samples_per_second": 277.6,
"eval_steps_per_second": 4.368,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 185.06271362304688,
"learning_rate": 1.75e-05,
"loss": 0.8712,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8101333333333334,
"eval_loss": 0.7135725021362305,
"eval_runtime": 14.3812,
"eval_samples_per_second": 260.756,
"eval_steps_per_second": 4.103,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 195.15550231933594,
"learning_rate": 0.0,
"loss": 0.7217,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8186666666666667,
"eval_loss": 0.6642497777938843,
"eval_runtime": 13.6774,
"eval_samples_per_second": 274.175,
"eval_steps_per_second": 4.314,
"step": 1332
}
],
"logging_steps": 500,
"max_steps": 1332,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"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": 3.2705716958208e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}