Model-J__ResNet__model_idx_0370 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
e1f001c verified
{
"best_metric": 0.8741333333333333,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0370/checkpoints/checkpoint-1998",
"epoch": 6.0,
"eval_steps": 500,
"global_step": 1998,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 125.57463073730469,
"learning_rate": 8.397114317029975e-05,
"loss": 2.9737,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.7293333333333333,
"eval_loss": 1.1690486669540405,
"eval_runtime": 8.0804,
"eval_samples_per_second": 464.088,
"eval_steps_per_second": 7.302,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 86.65471649169922,
"learning_rate": 6.75e-05,
"loss": 0.8242,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8336,
"eval_loss": 0.5640621781349182,
"eval_runtime": 7.6005,
"eval_samples_per_second": 493.388,
"eval_steps_per_second": 7.763,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 83.28816223144531,
"learning_rate": 4.5e-05,
"loss": 0.5328,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8501333333333333,
"eval_loss": 0.4889858067035675,
"eval_runtime": 7.5745,
"eval_samples_per_second": 495.081,
"eval_steps_per_second": 7.789,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 41.60493087768555,
"learning_rate": 2.250000000000001e-05,
"loss": 0.4223,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8672,
"eval_loss": 0.4302750527858734,
"eval_runtime": 8.1434,
"eval_samples_per_second": 460.494,
"eval_steps_per_second": 7.245,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 78.5144271850586,
"learning_rate": 6.028856829700258e-06,
"loss": 0.3673,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8738666666666667,
"eval_loss": 0.41483113169670105,
"eval_runtime": 7.5766,
"eval_samples_per_second": 494.947,
"eval_steps_per_second": 7.787,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 46.333412170410156,
"learning_rate": 0.0,
"loss": 0.3489,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8741333333333333,
"eval_loss": 0.4182087481021881,
"eval_runtime": 8.4717,
"eval_samples_per_second": 442.652,
"eval_steps_per_second": 6.964,
"step": 1998
}
],
"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": true
},
"attributes": {}
}
},
"total_flos": 4.9058575437312e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}