Model-J__ResNet__model_idx_0582 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
dc73ef7 verified
{
"best_metric": 0.892,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0582/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": 106.08540344238281,
"learning_rate": 8.728616793536588e-05,
"loss": 2.7997,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.7413333333333333,
"eval_loss": 1.0126051902770996,
"eval_runtime": 8.0478,
"eval_samples_per_second": 465.966,
"eval_steps_per_second": 7.331,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 77.95970916748047,
"learning_rate": 7.947199994035401e-05,
"loss": 0.6885,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8376,
"eval_loss": 0.5353417992591858,
"eval_runtime": 7.925,
"eval_samples_per_second": 473.186,
"eval_steps_per_second": 7.445,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 74.24547576904297,
"learning_rate": 6.75e-05,
"loss": 0.3973,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8685333333333334,
"eval_loss": 0.4386550188064575,
"eval_runtime": 8.0405,
"eval_samples_per_second": 466.391,
"eval_steps_per_second": 7.338,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 57.576656341552734,
"learning_rate": 5.2814167995011876e-05,
"loss": 0.2529,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8834666666666666,
"eval_loss": 0.397809237241745,
"eval_runtime": 8.0156,
"eval_samples_per_second": 467.838,
"eval_steps_per_second": 7.361,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 48.43045425415039,
"learning_rate": 3.7185832004988136e-05,
"loss": 0.176,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8829333333333333,
"eval_loss": 0.3910093307495117,
"eval_runtime": 7.9157,
"eval_samples_per_second": 473.742,
"eval_steps_per_second": 7.454,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 59.2003288269043,
"learning_rate": 2.250000000000001e-05,
"loss": 0.1307,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8904,
"eval_loss": 0.3855428993701935,
"eval_runtime": 7.8203,
"eval_samples_per_second": 479.522,
"eval_steps_per_second": 7.544,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 292.388427734375,
"learning_rate": 1.0528000059645995e-05,
"loss": 0.1007,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.892,
"eval_loss": 0.39858677983283997,
"eval_runtime": 8.0359,
"eval_samples_per_second": 466.656,
"eval_steps_per_second": 7.342,
"step": 2331
}
],
"logging_steps": 500,
"max_steps": 2997,
"num_input_tokens_seen": 0,
"num_train_epochs": 9,
"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
}