Model-J__ResNet__model_idx_0839 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
40b7b4d verified
{
"best_metric": 0.8354666666666667,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0839/checkpoints/checkpoint-2664",
"epoch": 8.0,
"eval_steps": 500,
"global_step": 2664,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 61.488101959228516,
"learning_rate": 2.9095389311788626e-05,
"loss": 3.7889,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.5384,
"eval_loss": 3.517068862915039,
"eval_runtime": 8.9544,
"eval_samples_per_second": 418.791,
"eval_steps_per_second": 6.589,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 130.88818359375,
"learning_rate": 2.649066664678467e-05,
"loss": 2.8587,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.6746666666666666,
"eval_loss": 2.2239584922790527,
"eval_runtime": 7.5708,
"eval_samples_per_second": 495.321,
"eval_steps_per_second": 7.793,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 128.44947814941406,
"learning_rate": 2.25e-05,
"loss": 1.4432,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.7677333333333334,
"eval_loss": 0.9581058025360107,
"eval_runtime": 7.5777,
"eval_samples_per_second": 494.87,
"eval_steps_per_second": 7.786,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 125.2374038696289,
"learning_rate": 1.760472266500396e-05,
"loss": 0.7976,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8085333333333333,
"eval_loss": 0.6913534998893738,
"eval_runtime": 7.5353,
"eval_samples_per_second": 497.66,
"eval_steps_per_second": 7.83,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 146.4196014404297,
"learning_rate": 1.2395277334996045e-05,
"loss": 0.6176,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8237333333333333,
"eval_loss": 0.6058608293533325,
"eval_runtime": 7.5321,
"eval_samples_per_second": 497.869,
"eval_steps_per_second": 7.833,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 266.3782043457031,
"learning_rate": 7.500000000000004e-06,
"loss": 0.5303,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8234666666666667,
"eval_loss": 0.5956773161888123,
"eval_runtime": 7.5545,
"eval_samples_per_second": 496.394,
"eval_steps_per_second": 7.81,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 162.99118041992188,
"learning_rate": 3.5093333532153316e-06,
"loss": 0.4868,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.8333333333333334,
"eval_loss": 0.5470821857452393,
"eval_runtime": 7.8149,
"eval_samples_per_second": 479.855,
"eval_steps_per_second": 7.55,
"step": 2331
},
{
"epoch": 8.0,
"grad_norm": 274.5069885253906,
"learning_rate": 9.046106882113753e-07,
"loss": 0.4619,
"step": 2664
},
{
"epoch": 8.0,
"eval_accuracy": 0.8354666666666667,
"eval_loss": 0.5387735962867737,
"eval_runtime": 7.7756,
"eval_samples_per_second": 482.28,
"eval_steps_per_second": 7.588,
"step": 2664
}
],
"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": 6.5411433916416e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}