Model-J__ResNet__model_idx_0634 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
90bd397 verified
{
"best_metric": 0.7253333333333334,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0634/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": 99.33712005615234,
"learning_rate": 2.7990381056766583e-05,
"loss": 3.8484,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.3450666666666667,
"eval_loss": 3.7095947265625,
"eval_runtime": 8.6345,
"eval_samples_per_second": 434.302,
"eval_steps_per_second": 6.833,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 171.49215698242188,
"learning_rate": 2.25e-05,
"loss": 3.2602,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.5448,
"eval_loss": 2.764118194580078,
"eval_runtime": 8.4876,
"eval_samples_per_second": 441.82,
"eval_steps_per_second": 6.951,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 198.27008056640625,
"learning_rate": 1.5e-05,
"loss": 2.0815,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.6661333333333334,
"eval_loss": 1.6156272888183594,
"eval_runtime": 8.4634,
"eval_samples_per_second": 443.082,
"eval_steps_per_second": 6.971,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 232.23292541503906,
"learning_rate": 7.500000000000004e-06,
"loss": 1.3872,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.7098666666666666,
"eval_loss": 1.2579318284988403,
"eval_runtime": 8.4758,
"eval_samples_per_second": 442.437,
"eval_steps_per_second": 6.961,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 109.50861358642578,
"learning_rate": 2.0096189432334194e-06,
"loss": 1.1835,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.7253333333333334,
"eval_loss": 1.131042718887329,
"eval_runtime": 8.556,
"eval_samples_per_second": 438.287,
"eval_steps_per_second": 6.896,
"step": 1665
}
],
"logging_steps": 500,
"max_steps": 1998,
"num_input_tokens_seen": 0,
"num_train_epochs": 6,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 4.088214619776e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}