Model-J__SupViT__model_idx_0556 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
aa24a5b verified
{
"best_metric": 0.9386666666666666,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0556/checkpoints/checkpoint-1998",
"epoch": 6.0,
"eval_steps": 500,
"global_step": 1998,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 4.04857063293457,
"learning_rate": 2.7990381056766583e-05,
"loss": 1.2565,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.9088,
"eval_loss": 0.35714074969291687,
"eval_runtime": 11.9675,
"eval_samples_per_second": 313.349,
"eval_steps_per_second": 4.93,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 11.17686653137207,
"learning_rate": 2.25e-05,
"loss": 0.2256,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.9253333333333333,
"eval_loss": 0.2607901990413666,
"eval_runtime": 11.146,
"eval_samples_per_second": 336.445,
"eval_steps_per_second": 5.293,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 10.757774353027344,
"learning_rate": 1.5e-05,
"loss": 0.117,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.9344,
"eval_loss": 0.23605360090732574,
"eval_runtime": 10.9941,
"eval_samples_per_second": 341.092,
"eval_steps_per_second": 5.367,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.05806867778301239,
"learning_rate": 7.500000000000004e-06,
"loss": 0.0656,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9333333333333333,
"eval_loss": 0.2220790982246399,
"eval_runtime": 11.1349,
"eval_samples_per_second": 336.778,
"eval_steps_per_second": 5.299,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 1.3022714853286743,
"learning_rate": 2.0096189432334194e-06,
"loss": 0.0395,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9330666666666667,
"eval_loss": 0.23465374112129211,
"eval_runtime": 11.2382,
"eval_samples_per_second": 333.682,
"eval_steps_per_second": 5.25,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 6.268687725067139,
"learning_rate": 0.0,
"loss": 0.03,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.9386666666666666,
"eval_loss": 0.21849378943443298,
"eval_runtime": 11.5348,
"eval_samples_per_second": 325.104,
"eval_steps_per_second": 5.115,
"step": 1998
}
],
"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": true
},
"attributes": {}
}
},
"total_flos": 9.88447923735552e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}