Model-J__DINO__model_idx_0706 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
a5f7094 verified
{
"best_metric": 0.9301333333333334,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0706/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": 21.341285705566406,
"learning_rate": 4.7538820348083834e-05,
"loss": 0.7774,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8661333333333333,
"eval_loss": 0.45880475640296936,
"eval_runtime": 11.7377,
"eval_samples_per_second": 319.482,
"eval_steps_per_second": 5.027,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 1.4442399740219116,
"learning_rate": 4.063987381465584e-05,
"loss": 0.2327,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8853333333333333,
"eval_loss": 0.38525083661079407,
"eval_runtime": 11.5992,
"eval_samples_per_second": 323.297,
"eval_steps_per_second": 5.087,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 58.370750427246094,
"learning_rate": 3.0628700751103485e-05,
"loss": 0.1019,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8997333333333334,
"eval_loss": 0.35702675580978394,
"eval_runtime": 11.6644,
"eval_samples_per_second": 321.49,
"eval_steps_per_second": 5.058,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.17564788460731506,
"learning_rate": 1.950269447231056e-05,
"loss": 0.0428,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9109333333333334,
"eval_loss": 0.3443054258823395,
"eval_runtime": 11.5027,
"eval_samples_per_second": 326.012,
"eval_steps_per_second": 5.129,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.06267327070236206,
"learning_rate": 9.465496973304394e-06,
"loss": 0.0169,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9253333333333333,
"eval_loss": 0.3056645095348358,
"eval_runtime": 12.1127,
"eval_samples_per_second": 309.593,
"eval_steps_per_second": 4.871,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.006667661014944315,
"learning_rate": 2.5050983169121382e-06,
"loss": 0.0029,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.9301333333333334,
"eval_loss": 0.3062782883644104,
"eval_runtime": 11.6229,
"eval_samples_per_second": 322.639,
"eval_steps_per_second": 5.076,
"step": 1998
}
],
"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": false
},
"attributes": {}
}
},
"total_flos": 9.88447923735552e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}