File size: 2,474 Bytes
86ad68f |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 |
{
"best_metric": 0.9274666666666667,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0199/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": 3.9209372997283936,
"learning_rate": 5.255255255255254e-05,
"loss": 0.8054,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8736,
"eval_loss": 0.40409204363822937,
"eval_runtime": 6.3163,
"eval_samples_per_second": 593.698,
"eval_steps_per_second": 9.341,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 14.168695449829102,
"learning_rate": 3.5105105105105104e-05,
"loss": 0.1846,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8917333333333334,
"eval_loss": 0.3702221214771271,
"eval_runtime": 6.4202,
"eval_samples_per_second": 584.098,
"eval_steps_per_second": 9.19,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.011785832233726978,
"learning_rate": 1.7605105105105105e-05,
"loss": 0.0607,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.9178666666666667,
"eval_loss": 0.2963726222515106,
"eval_runtime": 6.3677,
"eval_samples_per_second": 588.912,
"eval_steps_per_second": 9.266,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.14168395102024078,
"learning_rate": 1.051051051051051e-07,
"loss": 0.0107,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9274666666666667,
"eval_loss": 0.28510037064552307,
"eval_runtime": 6.5839,
"eval_samples_per_second": 569.569,
"eval_steps_per_second": 8.961,
"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
}
|