Model-J__ResNet__model_idx_0169 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
871b5bb verified
{
"best_metric": 0.8824,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0169/checkpoints/checkpoint-2331",
"epoch": 7.0,
"eval_steps": 500,
"global_step": 2331,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 48.75693893432617,
"learning_rate": 8.728616793536588e-05,
"loss": 2.9888,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.6968,
"eval_loss": 1.1764038801193237,
"eval_runtime": 13.5514,
"eval_samples_per_second": 276.724,
"eval_steps_per_second": 4.354,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 54.80712127685547,
"learning_rate": 7.947199994035401e-05,
"loss": 0.8355,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8154666666666667,
"eval_loss": 0.6381157040596008,
"eval_runtime": 13.0008,
"eval_samples_per_second": 288.445,
"eval_steps_per_second": 4.538,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 123.06652069091797,
"learning_rate": 6.75e-05,
"loss": 0.5158,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8522666666666666,
"eval_loss": 0.5004444122314453,
"eval_runtime": 13.2114,
"eval_samples_per_second": 283.845,
"eval_steps_per_second": 4.466,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 96.99659729003906,
"learning_rate": 5.2814167995011876e-05,
"loss": 0.3768,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8616,
"eval_loss": 0.4430471360683441,
"eval_runtime": 13.332,
"eval_samples_per_second": 281.279,
"eval_steps_per_second": 4.425,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 158.4842529296875,
"learning_rate": 3.7185832004988136e-05,
"loss": 0.298,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8709333333333333,
"eval_loss": 0.44203805923461914,
"eval_runtime": 12.9703,
"eval_samples_per_second": 289.122,
"eval_steps_per_second": 4.549,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 248.22616577148438,
"learning_rate": 2.250000000000001e-05,
"loss": 0.2469,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8752,
"eval_loss": 0.43266671895980835,
"eval_runtime": 12.9938,
"eval_samples_per_second": 288.6,
"eval_steps_per_second": 4.541,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 156.6045684814453,
"learning_rate": 1.0528000059645995e-05,
"loss": 0.2203,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.8824,
"eval_loss": 0.4075658917427063,
"eval_runtime": 13.0178,
"eval_samples_per_second": 288.067,
"eval_steps_per_second": 4.532,
"step": 2331
}
],
"logging_steps": 500,
"max_steps": 2997,
"num_input_tokens_seen": 0,
"num_train_epochs": 9,
"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": 5.7235004676864e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}