Model-J__ResNet__model_idx_0549 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
a88ee90 verified
{
"best_metric": 0.8981333333333333,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0549/checkpoints/checkpoint-1332",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 1332,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 187.73239135742188,
"learning_rate": 9e-05,
"loss": 2.8965,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.7528,
"eval_loss": 1.013995885848999,
"eval_runtime": 12.8512,
"eval_samples_per_second": 291.802,
"eval_steps_per_second": 4.591,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 75.77127838134766,
"learning_rate": 9e-05,
"loss": 0.6599,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8578666666666667,
"eval_loss": 0.4667547643184662,
"eval_runtime": 12.8169,
"eval_samples_per_second": 292.582,
"eval_steps_per_second": 4.603,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 100.58476257324219,
"learning_rate": 9e-05,
"loss": 0.381,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8778666666666667,
"eval_loss": 0.3879088759422302,
"eval_runtime": 12.8255,
"eval_samples_per_second": 292.386,
"eval_steps_per_second": 4.6,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 63.062320709228516,
"learning_rate": 9e-05,
"loss": 0.2629,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8981333333333333,
"eval_loss": 0.34435221552848816,
"eval_runtime": 12.6478,
"eval_samples_per_second": 296.495,
"eval_steps_per_second": 4.665,
"step": 1332
}
],
"logging_steps": 500,
"max_steps": 1332,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"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": 3.2705716958208e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}