Model-J__ResNet__model_idx_0506 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
25f3903 verified
{
"best_metric": 0.8992,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0506/checkpoints/checkpoint-1665",
"epoch": 5.0,
"eval_steps": 500,
"global_step": 1665,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 43.333251953125,
"learning_rate": 0.0002713525491562421,
"loss": 1.5586,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8397333333333333,
"eval_loss": 0.5417495965957642,
"eval_runtime": 5.0299,
"eval_samples_per_second": 745.539,
"eval_steps_per_second": 11.73,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 30.934419631958008,
"learning_rate": 0.0001963525491562421,
"loss": 0.4,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8765333333333334,
"eval_loss": 0.4059755802154541,
"eval_runtime": 4.9757,
"eval_samples_per_second": 753.658,
"eval_steps_per_second": 11.858,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 69.62355041503906,
"learning_rate": 0.0001036474508437579,
"loss": 0.1852,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8898666666666667,
"eval_loss": 0.38331538438796997,
"eval_runtime": 4.9511,
"eval_samples_per_second": 757.405,
"eval_steps_per_second": 11.917,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 34.97834014892578,
"learning_rate": 2.8647450843757897e-05,
"loss": 0.093,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8941333333333333,
"eval_loss": 0.36487674713134766,
"eval_runtime": 4.9495,
"eval_samples_per_second": 757.651,
"eval_steps_per_second": 11.92,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 35.121368408203125,
"learning_rate": 0.0,
"loss": 0.052,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8992,
"eval_loss": 0.35113972425460815,
"eval_runtime": 5.0155,
"eval_samples_per_second": 747.676,
"eval_steps_per_second": 11.763,
"step": 1665
}
],
"logging_steps": 500,
"max_steps": 1665,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"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": 4.088214619776e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}