File size: 2,845 Bytes
d37c464 |
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": 0.9368,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0317/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": 10.12156867980957,
"learning_rate": 8.140576474687264e-05,
"loss": 0.7062,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.9058666666666667,
"eval_loss": 0.3037542998790741,
"eval_runtime": 6.9958,
"eval_samples_per_second": 536.035,
"eval_steps_per_second": 8.434,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 0.3510514497756958,
"learning_rate": 5.890576474687264e-05,
"loss": 0.1656,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.9066666666666666,
"eval_loss": 0.30868396162986755,
"eval_runtime": 6.4709,
"eval_samples_per_second": 579.52,
"eval_steps_per_second": 9.118,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": Infinity,
"learning_rate": 3.117501217934705e-05,
"loss": 0.0744,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.9296,
"eval_loss": 0.25816580653190613,
"eval_runtime": 6.1576,
"eval_samples_per_second": 609.008,
"eval_steps_per_second": 9.582,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.035642754286527634,
"learning_rate": 8.644207645970472e-06,
"loss": 0.0258,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9357333333333333,
"eval_loss": 0.24776002764701843,
"eval_runtime": 6.7482,
"eval_samples_per_second": 555.706,
"eval_steps_per_second": 8.743,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.2558751404285431,
"learning_rate": 8.010389962842535e-11,
"loss": 0.0124,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9368,
"eval_loss": 0.23614606261253357,
"eval_runtime": 6.283,
"eval_samples_per_second": 596.845,
"eval_steps_per_second": 9.39,
"step": 1665
}
],
"logging_steps": 500,
"max_steps": 1665,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"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": 8.2370660311296e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|