File size: 2,861 Bytes
b32aa3a |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 |
{
"best_metric": 0.9344,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0717/checkpoints/checkpoint-1665",
"epoch": 5.0,
"eval_steps": 500,
"global_step": 1665,
"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": 8.400647327635769e-05,
"loss": 0.6693,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8989333333333334,
"eval_loss": 0.32835832238197327,
"eval_runtime": 13.2264,
"eval_samples_per_second": 283.524,
"eval_steps_per_second": 4.461,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 2.101402759552002,
"learning_rate": 6.756124916644227e-05,
"loss": 0.1733,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.9242666666666667,
"eval_loss": 0.2505492568016052,
"eval_runtime": 13.1774,
"eval_samples_per_second": 284.578,
"eval_steps_per_second": 4.477,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.336576372385025,
"learning_rate": 4.5070756562141305e-05,
"loss": 0.0813,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.9250666666666667,
"eval_loss": 0.2617727518081665,
"eval_runtime": 13.0359,
"eval_samples_per_second": 287.668,
"eval_steps_per_second": 4.526,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.31968948245048523,
"learning_rate": 2.2561304794155375e-05,
"loss": 0.0347,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9298666666666666,
"eval_loss": 0.2652130126953125,
"eval_runtime": 12.9665,
"eval_samples_per_second": 289.206,
"eval_steps_per_second": 4.55,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.0633680447936058,
"learning_rate": 6.06428328578363e-06,
"loss": 0.0136,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9344,
"eval_loss": 0.25908932089805603,
"eval_runtime": 13.114,
"eval_samples_per_second": 285.953,
"eval_steps_per_second": 4.499,
"step": 1665
}
],
"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": false
},
"attributes": {}
}
},
"total_flos": 8.2370660311296e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|