Model-J__DINO__model_idx_0145 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
d2befe0 verified
{
"best_metric": 0.4530666666666667,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0145/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": 31.972963333129883,
"learning_rate": 0.00024054054054054052,
"loss": 3.3447,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.23173333333333335,
"eval_loss": 2.9204790592193604,
"eval_runtime": 13.4771,
"eval_samples_per_second": 278.25,
"eval_steps_per_second": 4.378,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 32.09120559692383,
"learning_rate": 0.0001805405405405405,
"loss": 2.7149,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.2752,
"eval_loss": 2.759737014770508,
"eval_runtime": 14.2076,
"eval_samples_per_second": 263.944,
"eval_steps_per_second": 4.153,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 25.235748291015625,
"learning_rate": 0.00012054054054054053,
"loss": 2.3849,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.3525333333333333,
"eval_loss": 2.3652172088623047,
"eval_runtime": 13.3723,
"eval_samples_per_second": 280.43,
"eval_steps_per_second": 4.412,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 18.774465560913086,
"learning_rate": 6.054054054054053e-05,
"loss": 2.0785,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.39626666666666666,
"eval_loss": 2.1847448348999023,
"eval_runtime": 13.5305,
"eval_samples_per_second": 277.151,
"eval_steps_per_second": 4.361,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 71.85497283935547,
"learning_rate": 5.405405405405405e-07,
"loss": 1.8001,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.4530666666666667,
"eval_loss": 2.0127837657928467,
"eval_runtime": 13.6575,
"eval_samples_per_second": 274.575,
"eval_steps_per_second": 4.32,
"step": 1665
}
],
"logging_steps": 500,
"max_steps": 1665,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"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": 8.2370660311296e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}