Model-J__ResNet__model_idx_0754 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
4a0ee1a verified
{
"best_metric": 0.8677333333333334,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0754/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": 129.32032775878906,
"learning_rate": 6.331559480312315e-05,
"loss": 3.2784,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.6698666666666667,
"eval_loss": 1.764281988143921,
"eval_runtime": 7.906,
"eval_samples_per_second": 474.322,
"eval_steps_per_second": 7.463,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 121.84637451171875,
"learning_rate": 4.581559480312316e-05,
"loss": 0.913,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8309333333333333,
"eval_loss": 0.5979891419410706,
"eval_runtime": 7.6645,
"eval_samples_per_second": 489.267,
"eval_steps_per_second": 7.698,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 233.96388244628906,
"learning_rate": 2.4184405196876842e-05,
"loss": 0.5003,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8565333333333334,
"eval_loss": 0.45693859457969666,
"eval_runtime": 7.8667,
"eval_samples_per_second": 476.691,
"eval_steps_per_second": 7.5,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 507.80218505859375,
"learning_rate": 6.684405196876842e-06,
"loss": 0.4028,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8648,
"eval_loss": 0.43168923258781433,
"eval_runtime": 7.6914,
"eval_samples_per_second": 487.556,
"eval_steps_per_second": 7.671,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 76.29035186767578,
"learning_rate": 0.0,
"loss": 0.3704,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8677333333333334,
"eval_loss": 0.41839250922203064,
"eval_runtime": 8.1836,
"eval_samples_per_second": 458.232,
"eval_steps_per_second": 7.21,
"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
}