Model-J__SupViT__model_idx_0549 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
c90b189 verified
{
"best_metric": 0.9458666666666666,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0549/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": 2.156658411026001,
"learning_rate": 9.504844339512095e-05,
"loss": 0.6361,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.9221333333333334,
"eval_loss": 0.26098117232322693,
"eval_runtime": 11.7788,
"eval_samples_per_second": 318.369,
"eval_steps_per_second": 5.009,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 0.06605652719736099,
"learning_rate": 8.122714722185695e-05,
"loss": 0.1627,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.9213333333333333,
"eval_loss": 0.271833598613739,
"eval_runtime": 11.7825,
"eval_samples_per_second": 318.268,
"eval_steps_per_second": 5.007,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.23455910384655,
"learning_rate": 6.119173426442958e-05,
"loss": 0.0837,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.9285333333333333,
"eval_loss": 0.2525620758533478,
"eval_runtime": 11.8513,
"eval_samples_per_second": 316.421,
"eval_steps_per_second": 4.978,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.049513235688209534,
"learning_rate": 3.893966107831872e-05,
"loss": 0.0373,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9365333333333333,
"eval_loss": 0.2386544644832611,
"eval_runtime": 12.0715,
"eval_samples_per_second": 310.649,
"eval_steps_per_second": 4.888,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.007493677083402872,
"learning_rate": 1.887822366180192e-05,
"loss": 0.0132,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9413333333333334,
"eval_loss": 0.21934093534946442,
"eval_runtime": 11.7282,
"eval_samples_per_second": 319.743,
"eval_steps_per_second": 5.031,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.1142546683549881,
"learning_rate": 4.980835732604045e-06,
"loss": 0.0064,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.9458666666666666,
"eval_loss": 0.21871425211429596,
"eval_runtime": 11.8949,
"eval_samples_per_second": 315.261,
"eval_steps_per_second": 4.96,
"step": 1998
}
],
"logging_steps": 500,
"max_steps": 2331,
"num_input_tokens_seen": 0,
"num_train_epochs": 7,
"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": 9.88447923735552e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}