Model-J__ResNet__model_idx_0529 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
1cdc699 verified
{
"best_metric": 0.9005333333333333,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0529/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": 45.48067092895508,
"learning_rate": 0.0004444444444444444,
"loss": 1.2466,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8402666666666667,
"eval_loss": 0.5247781276702881,
"eval_runtime": 8.1634,
"eval_samples_per_second": 459.369,
"eval_steps_per_second": 7.227,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 23.257619857788086,
"learning_rate": 0.0003888888888888889,
"loss": 0.3891,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8664,
"eval_loss": 0.45595821738243103,
"eval_runtime": 8.1797,
"eval_samples_per_second": 458.452,
"eval_steps_per_second": 7.213,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 31.636688232421875,
"learning_rate": 0.0003333333333333333,
"loss": 0.2138,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8722666666666666,
"eval_loss": 0.4243644177913666,
"eval_runtime": 8.4986,
"eval_samples_per_second": 441.251,
"eval_steps_per_second": 6.942,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 40.29389572143555,
"learning_rate": 0.0002777777777777778,
"loss": 0.1323,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8784,
"eval_loss": 0.4429454505443573,
"eval_runtime": 7.9632,
"eval_samples_per_second": 470.914,
"eval_steps_per_second": 7.409,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 20.374797821044922,
"learning_rate": 0.0002222222222222222,
"loss": 0.0746,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8869333333333334,
"eval_loss": 0.45559394359588623,
"eval_runtime": 7.8594,
"eval_samples_per_second": 477.136,
"eval_steps_per_second": 7.507,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 44.88517761230469,
"learning_rate": 0.00016666666666666666,
"loss": 0.0474,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8949333333333334,
"eval_loss": 0.43474510312080383,
"eval_runtime": 9.7988,
"eval_samples_per_second": 382.699,
"eval_steps_per_second": 6.021,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 65.98124694824219,
"learning_rate": 0.0001111111111111111,
"loss": 0.0258,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.8949333333333334,
"eval_loss": 0.4683508574962616,
"eval_runtime": 7.9621,
"eval_samples_per_second": 470.978,
"eval_steps_per_second": 7.41,
"step": 2331
},
{
"epoch": 8.0,
"grad_norm": 30.30707359313965,
"learning_rate": 5.555555555555555e-05,
"loss": 0.0147,
"step": 2664
},
{
"epoch": 8.0,
"eval_accuracy": 0.9005333333333333,
"eval_loss": 0.44701042771339417,
"eval_runtime": 8.0046,
"eval_samples_per_second": 468.481,
"eval_steps_per_second": 7.371,
"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
}