Model-J__ResNet__model_idx_0790 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
f12442b verified
{
"best_metric": 0.8842666666666666,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0790/checkpoints/checkpoint-1665",
"epoch": 5.0,
"eval_steps": 500,
"global_step": 1665,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 209.1461944580078,
"learning_rate": 0.0001,
"loss": 2.8873,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.7122666666666667,
"eval_loss": 1.1274263858795166,
"eval_runtime": 7.35,
"eval_samples_per_second": 510.203,
"eval_steps_per_second": 8.027,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 41.21769714355469,
"learning_rate": 0.0001,
"loss": 0.797,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8277333333333333,
"eval_loss": 0.582065999507904,
"eval_runtime": 7.5598,
"eval_samples_per_second": 496.046,
"eval_steps_per_second": 7.804,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 114.63006591796875,
"learning_rate": 0.0001,
"loss": 0.4944,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8685333333333334,
"eval_loss": 0.4570496380329132,
"eval_runtime": 7.5591,
"eval_samples_per_second": 496.094,
"eval_steps_per_second": 7.805,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 82.4994125366211,
"learning_rate": 0.0001,
"loss": 0.3476,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8776,
"eval_loss": 0.4039926528930664,
"eval_runtime": 7.558,
"eval_samples_per_second": 496.163,
"eval_steps_per_second": 7.806,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 64.44688415527344,
"learning_rate": 0.0001,
"loss": 0.2494,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8842666666666666,
"eval_loss": 0.41334474086761475,
"eval_runtime": 7.6288,
"eval_samples_per_second": 491.559,
"eval_steps_per_second": 7.734,
"step": 1665
}
],
"logging_steps": 500,
"max_steps": 1998,
"num_input_tokens_seen": 0,
"num_train_epochs": 6,
"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": 4.088214619776e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}