Model-J__ResNet__model_idx_0194 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
2c93ea1 verified
{
"best_metric": 0.8802666666666666,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0194/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": 105.63937377929688,
"learning_rate": 9.619397662556435e-05,
"loss": 2.6622,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.74,
"eval_loss": 0.9289666414260864,
"eval_runtime": 7.7384,
"eval_samples_per_second": 484.598,
"eval_steps_per_second": 7.624,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 141.2833709716797,
"learning_rate": 8.535533905932738e-05,
"loss": 0.7066,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8298666666666666,
"eval_loss": 0.5334078669548035,
"eval_runtime": 7.8715,
"eval_samples_per_second": 476.405,
"eval_steps_per_second": 7.495,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 118.03437805175781,
"learning_rate": 6.91341716182545e-05,
"loss": 0.4323,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8586666666666667,
"eval_loss": 0.4483139216899872,
"eval_runtime": 7.6556,
"eval_samples_per_second": 489.838,
"eval_steps_per_second": 7.707,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 99.06718444824219,
"learning_rate": 5e-05,
"loss": 0.3141,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.872,
"eval_loss": 0.41143152117729187,
"eval_runtime": 7.7327,
"eval_samples_per_second": 484.955,
"eval_steps_per_second": 7.63,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 127.16712951660156,
"learning_rate": 3.086582838174551e-05,
"loss": 0.2348,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8802666666666666,
"eval_loss": 0.39300593733787537,
"eval_runtime": 7.726,
"eval_samples_per_second": 485.373,
"eval_steps_per_second": 7.637,
"step": 1665
}
],
"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": 4.088214619776e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}