Model-J__ResNet__model_idx_0326 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
95dced2 verified
{
"best_metric": 0.9045333333333333,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0326/checkpoints/checkpoint-2664",
"epoch": 8.0,
"eval_steps": 500,
"global_step": 2664,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 110.76824188232422,
"learning_rate": 7e-05,
"loss": 3.2489,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.6906666666666667,
"eval_loss": 1.5407238006591797,
"eval_runtime": 12.8612,
"eval_samples_per_second": 291.574,
"eval_steps_per_second": 4.587,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 100.1020736694336,
"learning_rate": 7e-05,
"loss": 0.88,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8266666666666667,
"eval_loss": 0.5969424247741699,
"eval_runtime": 12.8835,
"eval_samples_per_second": 291.07,
"eval_steps_per_second": 4.579,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 132.7123565673828,
"learning_rate": 7e-05,
"loss": 0.4768,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8658666666666667,
"eval_loss": 0.43194231390953064,
"eval_runtime": 12.8731,
"eval_samples_per_second": 291.306,
"eval_steps_per_second": 4.583,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 78.180908203125,
"learning_rate": 7e-05,
"loss": 0.3299,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8773333333333333,
"eval_loss": 0.4057547152042389,
"eval_runtime": 13.4707,
"eval_samples_per_second": 278.381,
"eval_steps_per_second": 4.38,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 157.09815979003906,
"learning_rate": 7e-05,
"loss": 0.2495,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8810666666666667,
"eval_loss": 0.39550158381462097,
"eval_runtime": 12.9907,
"eval_samples_per_second": 288.668,
"eval_steps_per_second": 4.542,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 142.90969848632812,
"learning_rate": 7e-05,
"loss": 0.1885,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8896,
"eval_loss": 0.36165547370910645,
"eval_runtime": 12.8351,
"eval_samples_per_second": 292.167,
"eval_steps_per_second": 4.597,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 123.25326538085938,
"learning_rate": 7e-05,
"loss": 0.1418,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.8930666666666667,
"eval_loss": 0.35009920597076416,
"eval_runtime": 12.8159,
"eval_samples_per_second": 292.605,
"eval_steps_per_second": 4.604,
"step": 2331
},
{
"epoch": 8.0,
"grad_norm": 207.27035522460938,
"learning_rate": 7e-05,
"loss": 0.1088,
"step": 2664
},
{
"epoch": 8.0,
"eval_accuracy": 0.9045333333333333,
"eval_loss": 0.3536478877067566,
"eval_runtime": 12.7392,
"eval_samples_per_second": 294.367,
"eval_steps_per_second": 4.631,
"step": 2664
}
],
"logging_steps": 500,
"max_steps": 2664,
"num_input_tokens_seen": 0,
"num_train_epochs": 8,
"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": 6.5411433916416e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}