Model-J__ResNet__model_idx_0466 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
18b2759 verified
{
"best_metric": 0.9002666666666667,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0466/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": 77.10993957519531,
"learning_rate": 7.714285714285714e-05,
"loss": 2.7333,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.7656,
"eval_loss": 0.9132193922996521,
"eval_runtime": 14.1641,
"eval_samples_per_second": 264.754,
"eval_steps_per_second": 4.165,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 140.9851531982422,
"learning_rate": 6.428571428571429e-05,
"loss": 0.676,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8634666666666667,
"eval_loss": 0.4987955093383789,
"eval_runtime": 13.9381,
"eval_samples_per_second": 269.046,
"eval_steps_per_second": 4.233,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 68.31900024414062,
"learning_rate": 5.142857142857143e-05,
"loss": 0.3922,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8845333333333333,
"eval_loss": 0.39569273591041565,
"eval_runtime": 14.1698,
"eval_samples_per_second": 264.648,
"eval_steps_per_second": 4.164,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 86.45220947265625,
"learning_rate": 3.857142857142857e-05,
"loss": 0.2647,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8936,
"eval_loss": 0.3662910759449005,
"eval_runtime": 14.0589,
"eval_samples_per_second": 266.735,
"eval_steps_per_second": 4.197,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 66.13668060302734,
"learning_rate": 2.5714285714285714e-05,
"loss": 0.1923,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8930666666666667,
"eval_loss": 0.35647982358932495,
"eval_runtime": 14.0457,
"eval_samples_per_second": 266.985,
"eval_steps_per_second": 4.201,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 55.57662582397461,
"learning_rate": 1.2857142857142857e-05,
"loss": 0.1489,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8930666666666667,
"eval_loss": 0.35168787837028503,
"eval_runtime": 14.0007,
"eval_samples_per_second": 267.843,
"eval_steps_per_second": 4.214,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 177.43081665039062,
"learning_rate": 0.0,
"loss": 0.1288,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.9002666666666667,
"eval_loss": 0.33683711290359497,
"eval_runtime": 14.068,
"eval_samples_per_second": 266.562,
"eval_steps_per_second": 4.194,
"step": 2331
}
],
"logging_steps": 500,
"max_steps": 2331,
"num_input_tokens_seen": 0,
"num_train_epochs": 7,
"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": 5.7235004676864e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}