Model-J__ResNet__model_idx_0813 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
e69b7db verified
{
"best_metric": 0.8936,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0813/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": 64.3273696899414,
"learning_rate": 0.0003,
"loss": 1.4719,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8410666666666666,
"eval_loss": 0.5281460285186768,
"eval_runtime": 12.6828,
"eval_samples_per_second": 295.676,
"eval_steps_per_second": 4.652,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 38.49894714355469,
"learning_rate": 0.0003,
"loss": 0.4261,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8725333333333334,
"eval_loss": 0.4123291075229645,
"eval_runtime": 12.7538,
"eval_samples_per_second": 294.03,
"eval_steps_per_second": 4.626,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 54.19624328613281,
"learning_rate": 0.0003,
"loss": 0.2462,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8722666666666666,
"eval_loss": 0.4482128620147705,
"eval_runtime": 12.6132,
"eval_samples_per_second": 297.309,
"eval_steps_per_second": 4.678,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 43.20565414428711,
"learning_rate": 0.0003,
"loss": 0.1681,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8824,
"eval_loss": 0.4265141189098358,
"eval_runtime": 12.8454,
"eval_samples_per_second": 291.934,
"eval_steps_per_second": 4.593,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 39.015960693359375,
"learning_rate": 0.0003,
"loss": 0.116,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8898666666666667,
"eval_loss": 0.44538813829421997,
"eval_runtime": 12.4705,
"eval_samples_per_second": 300.71,
"eval_steps_per_second": 4.731,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 55.14019012451172,
"learning_rate": 0.0003,
"loss": 0.0946,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8837333333333334,
"eval_loss": 0.4770936071872711,
"eval_runtime": 12.4761,
"eval_samples_per_second": 300.574,
"eval_steps_per_second": 4.729,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 35.80834197998047,
"learning_rate": 0.0003,
"loss": 0.075,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.8936,
"eval_loss": 0.4459027945995331,
"eval_runtime": 12.9614,
"eval_samples_per_second": 289.321,
"eval_steps_per_second": 4.552,
"step": 2331
}
],
"logging_steps": 500,
"max_steps": 2664,
"num_input_tokens_seen": 0,
"num_train_epochs": 8,
"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
}