Model-J__DINO__model_idx_0999 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
f8107d5 verified
raw
history blame
3.21 kB
{
"best_metric": 0.9248,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0999/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": Infinity,
"learning_rate": 4.668983719169004e-05,
"loss": 0.91,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8328,
"eval_loss": 0.5609930753707886,
"eval_runtime": 11.4976,
"eval_samples_per_second": 326.155,
"eval_steps_per_second": 5.132,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 86.09117889404297,
"learning_rate": 3.7568023640968045e-05,
"loss": 0.2463,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8845333333333333,
"eval_loss": 0.38812094926834106,
"eval_runtime": 11.9034,
"eval_samples_per_second": 315.036,
"eval_steps_per_second": 4.957,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 76.7802734375,
"learning_rate": 2.5078618305193415e-05,
"loss": 0.1005,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8968,
"eval_loss": 0.36250805854797363,
"eval_runtime": 11.3745,
"eval_samples_per_second": 329.684,
"eval_steps_per_second": 5.187,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 3.2082390785217285,
"learning_rate": 1.2568147258031899e-05,
"loss": 0.0333,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9088,
"eval_loss": 0.34421661496162415,
"eval_runtime": 11.0284,
"eval_samples_per_second": 340.032,
"eval_steps_per_second": 5.35,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 14.474343299865723,
"learning_rate": 3.388781113503378e-06,
"loss": 0.0082,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9232,
"eval_loss": 0.31315624713897705,
"eval_runtime": 12.514,
"eval_samples_per_second": 299.664,
"eval_steps_per_second": 4.715,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.022726556286215782,
"learning_rate": 1.2361706385188855e-10,
"loss": 0.0035,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.9248,
"eval_loss": 0.29845529794692993,
"eval_runtime": 11.404,
"eval_samples_per_second": 328.832,
"eval_steps_per_second": 5.174,
"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
}