Model-J__DINO__model_idx_0305 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
996f459 verified
{
"best_metric": 0.9224,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0305/checkpoints/checkpoint-1332",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 1332,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 24.544353485107422,
"learning_rate": 2.5631588426322576e-05,
"loss": 0.8081,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8746666666666667,
"eval_loss": 0.390516072511673,
"eval_runtime": 5.841,
"eval_samples_per_second": 642.012,
"eval_steps_per_second": 10.101,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 20.857563018798828,
"learning_rate": 1.5035378262848308e-05,
"loss": 0.1806,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.904,
"eval_loss": 0.28889572620391846,
"eval_runtime": 5.9186,
"eval_samples_per_second": 633.601,
"eval_steps_per_second": 9.969,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.35581764578819275,
"learning_rate": 4.418443992810701e-06,
"loss": 0.0464,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.9221333333333334,
"eval_loss": 0.26044875383377075,
"eval_runtime": 5.951,
"eval_samples_per_second": 630.146,
"eval_steps_per_second": 9.914,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 1.5742264986038208,
"learning_rate": 4.172077409214658e-11,
"loss": 0.0098,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9224,
"eval_loss": 0.2625489830970764,
"eval_runtime": 6.4614,
"eval_samples_per_second": 580.37,
"eval_steps_per_second": 9.131,
"step": 1332
}
],
"logging_steps": 500,
"max_steps": 1332,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"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": 6.58965282490368e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}