Model-J__ResNet__model_idx_0179 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
2f2ad24 verified
raw
history blame
2.44 kB
{
"best_metric": 0.8277333333333333,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0179/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": 45.62299346923828,
"learning_rate": 4.267766952966369e-05,
"loss": 3.6567,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.5832,
"eval_loss": 3.104564666748047,
"eval_runtime": 13.7861,
"eval_samples_per_second": 272.014,
"eval_steps_per_second": 4.28,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 105.01930236816406,
"learning_rate": 2.5e-05,
"loss": 1.7688,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.7973333333333333,
"eval_loss": 0.9912250638008118,
"eval_runtime": 13.8843,
"eval_samples_per_second": 270.089,
"eval_steps_per_second": 4.249,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 137.7679901123047,
"learning_rate": 7.3223304703363135e-06,
"loss": 0.8567,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8258666666666666,
"eval_loss": 0.7237188220024109,
"eval_runtime": 13.8977,
"eval_samples_per_second": 269.829,
"eval_steps_per_second": 4.245,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 227.8059539794922,
"learning_rate": 0.0,
"loss": 0.7344,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8277333333333333,
"eval_loss": 0.7050806283950806,
"eval_runtime": 13.8244,
"eval_samples_per_second": 271.259,
"eval_steps_per_second": 4.268,
"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
}