Model-J__DINO__model_idx_0497 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
52a9a00 verified
{
"best_metric": 0.9136,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0497/checkpoints/checkpoint-2331",
"epoch": 7.0,
"eval_steps": 500,
"global_step": 2331,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 7.190426349639893,
"learning_rate": 3e-05,
"loss": 0.7736,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8866666666666667,
"eval_loss": 0.3949911594390869,
"eval_runtime": 7.733,
"eval_samples_per_second": 484.936,
"eval_steps_per_second": 7.63,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 8.8067626953125,
"learning_rate": 3e-05,
"loss": 0.1934,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.9056,
"eval_loss": 0.3246007561683655,
"eval_runtime": 7.9388,
"eval_samples_per_second": 472.361,
"eval_steps_per_second": 7.432,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.0377354621887207,
"learning_rate": 3e-05,
"loss": 0.0951,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.9,
"eval_loss": 0.37464213371276855,
"eval_runtime": 8.0772,
"eval_samples_per_second": 464.27,
"eval_steps_per_second": 7.305,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 24.929906845092773,
"learning_rate": 3e-05,
"loss": 0.0628,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9061333333333333,
"eval_loss": 0.366137832403183,
"eval_runtime": 7.6993,
"eval_samples_per_second": 487.054,
"eval_steps_per_second": 7.663,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 2.3449089527130127,
"learning_rate": 3e-05,
"loss": 0.043,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9117333333333333,
"eval_loss": 0.3587650954723358,
"eval_runtime": 7.8163,
"eval_samples_per_second": 479.764,
"eval_steps_per_second": 7.548,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 2.703911304473877,
"learning_rate": 3e-05,
"loss": 0.0367,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.904,
"eval_loss": 0.4143882393836975,
"eval_runtime": 7.8523,
"eval_samples_per_second": 477.566,
"eval_steps_per_second": 7.514,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 0.0037026633508503437,
"learning_rate": 3e-05,
"loss": 0.0272,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.9136,
"eval_loss": 0.4156356751918793,
"eval_runtime": 7.679,
"eval_samples_per_second": 488.342,
"eval_steps_per_second": 7.683,
"step": 2331
}
],
"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": true
},
"attributes": {}
}
},
"total_flos": 1.153189244358144e+19,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}