Model-J__DINO__model_idx_0343 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
724490c verified
{
"best_metric": 0.4437333333333333,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0343/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": 48.42436218261719,
"learning_rate": 0.00028885116082809934,
"loss": 3.3486,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.22,
"eval_loss": 2.894763231277466,
"eval_runtime": 7.1568,
"eval_samples_per_second": 523.978,
"eval_steps_per_second": 8.244,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 23.101150512695312,
"learning_rate": 0.0002565651599376707,
"loss": 2.7768,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.2618666666666667,
"eval_loss": 2.7562365531921387,
"eval_runtime": 7.5905,
"eval_samples_per_second": 494.037,
"eval_steps_per_second": 7.773,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 14.922101974487305,
"learning_rate": 0.00020805557946231208,
"loss": 2.5314,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.3144,
"eval_loss": 2.5082526206970215,
"eval_runtime": 7.2093,
"eval_samples_per_second": 520.162,
"eval_steps_per_second": 8.184,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 30.30898094177246,
"learning_rate": 0.00015070756328895485,
"loss": 2.3309,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.3568,
"eval_loss": 2.3080902099609375,
"eval_runtime": 7.6998,
"eval_samples_per_second": 487.027,
"eval_steps_per_second": 7.663,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 38.64478302001953,
"learning_rate": 9.325182701893136e-05,
"loss": 2.1123,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.4,
"eval_loss": 2.164036989212036,
"eval_runtime": 7.0778,
"eval_samples_per_second": 529.825,
"eval_steps_per_second": 8.336,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 38.04201889038086,
"learning_rate": 4.443548566180648e-05,
"loss": 1.8731,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.42693333333333333,
"eval_loss": 2.062213182449341,
"eval_runtime": 7.0641,
"eval_samples_per_second": 530.852,
"eval_steps_per_second": 8.352,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 44.97215270996094,
"learning_rate": 1.1690384667966174e-05,
"loss": 1.6528,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.4418666666666667,
"eval_loss": 2.0493578910827637,
"eval_runtime": 6.8997,
"eval_samples_per_second": 543.502,
"eval_steps_per_second": 8.551,
"step": 2331
},
{
"epoch": 8.0,
"grad_norm": 11.127470016479492,
"learning_rate": 1.668828642892306e-09,
"loss": 1.4854,
"step": 2664
},
{
"epoch": 8.0,
"eval_accuracy": 0.4437333333333333,
"eval_loss": 2.0601093769073486,
"eval_runtime": 6.9966,
"eval_samples_per_second": 535.978,
"eval_steps_per_second": 8.433,
"step": 2664
}
],
"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": true
},
"attributes": {}
}
},
"total_flos": 1.317930564980736e+19,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}