Model-J__ResNet__model_idx_0563 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
3c20fa7 verified
{
"best_metric": 0.8624,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0563/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": 118.26271057128906,
"learning_rate": 5e-05,
"loss": 3.7143,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.4709333333333333,
"eval_loss": 3.2372395992279053,
"eval_runtime": 7.9377,
"eval_samples_per_second": 472.43,
"eval_steps_per_second": 7.433,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 96.07460021972656,
"learning_rate": 5e-05,
"loss": 2.0231,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.7485333333333334,
"eval_loss": 1.0505574941635132,
"eval_runtime": 8.0581,
"eval_samples_per_second": 465.37,
"eval_steps_per_second": 7.322,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 375.51239013671875,
"learning_rate": 5e-05,
"loss": 0.8533,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8256,
"eval_loss": 0.631653904914856,
"eval_runtime": 8.1358,
"eval_samples_per_second": 460.924,
"eval_steps_per_second": 7.252,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 265.5671691894531,
"learning_rate": 5e-05,
"loss": 0.5596,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8624,
"eval_loss": 0.48173484206199646,
"eval_runtime": 8.0265,
"eval_samples_per_second": 467.201,
"eval_steps_per_second": 7.351,
"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
}