Model-J__DINO__model_idx_0608 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
c926e24 verified
{
"best_metric": 0.9168,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0608/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": 5.665379524230957,
"learning_rate": 8.400647327635769e-05,
"loss": 0.9987,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8168,
"eval_loss": 0.6117562651634216,
"eval_runtime": 11.7936,
"eval_samples_per_second": 317.969,
"eval_steps_per_second": 5.003,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 10.71777629852295,
"learning_rate": 6.762244255374248e-05,
"loss": 0.307,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8594666666666667,
"eval_loss": 0.48495885729789734,
"eval_runtime": 13.1055,
"eval_samples_per_second": 286.14,
"eval_steps_per_second": 4.502,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.0011745576048269868,
"learning_rate": 4.5141512949348145e-05,
"loss": 0.1372,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8805333333333333,
"eval_loss": 0.44963234663009644,
"eval_runtime": 13.731,
"eval_samples_per_second": 273.104,
"eval_steps_per_second": 4.297,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.0036254983860999346,
"learning_rate": 2.262266506445742e-05,
"loss": 0.0533,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9048,
"eval_loss": 0.36032480001449585,
"eval_runtime": 13.2194,
"eval_samples_per_second": 283.673,
"eval_steps_per_second": 4.463,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.003597788279876113,
"learning_rate": 6.099806004306081e-06,
"loss": 0.0114,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9109333333333334,
"eval_loss": 0.3450458347797394,
"eval_runtime": 11.4062,
"eval_samples_per_second": 328.768,
"eval_steps_per_second": 5.173,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.0013931830180808902,
"learning_rate": 2.2251071493339937e-10,
"loss": 0.0019,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.9168,
"eval_loss": 0.336873859167099,
"eval_runtime": 11.1887,
"eval_samples_per_second": 335.16,
"eval_steps_per_second": 5.273,
"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
}