Model-J__ResNet__model_idx_0765 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
50f404c verified
{
"best_metric": 0.8533333333333334,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0765/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": 100.27824401855469,
"learning_rate": 7.2e-05,
"loss": 3.1045,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.684,
"eval_loss": 1.3956953287124634,
"eval_runtime": 5.543,
"eval_samples_per_second": 676.524,
"eval_steps_per_second": 10.644,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 85.8294906616211,
"learning_rate": 5.4000000000000005e-05,
"loss": 0.9239,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8141333333333334,
"eval_loss": 0.681545078754425,
"eval_runtime": 5.4433,
"eval_samples_per_second": 688.916,
"eval_steps_per_second": 10.839,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 349.6940612792969,
"learning_rate": 3.6e-05,
"loss": 0.5784,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8346666666666667,
"eval_loss": 0.5405493974685669,
"eval_runtime": 5.4161,
"eval_samples_per_second": 692.381,
"eval_steps_per_second": 10.893,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 90.08492279052734,
"learning_rate": 1.8e-05,
"loss": 0.4533,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8474666666666667,
"eval_loss": 0.49850448966026306,
"eval_runtime": 5.407,
"eval_samples_per_second": 693.54,
"eval_steps_per_second": 10.912,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 146.77029418945312,
"learning_rate": 0.0,
"loss": 0.3944,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8533333333333334,
"eval_loss": 0.47736063599586487,
"eval_runtime": 5.4778,
"eval_samples_per_second": 684.588,
"eval_steps_per_second": 10.771,
"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
}