File size: 2,866 Bytes
0899370 |
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": 0.9517333333333333,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0855/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": NaN,
"learning_rate": 8.400647327635769e-05,
"loss": 0.6351,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.9314666666666667,
"eval_loss": 0.23346835374832153,
"eval_runtime": 10.3163,
"eval_samples_per_second": 363.504,
"eval_steps_per_second": 5.719,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 0.4198180139064789,
"learning_rate": 6.756124916644227e-05,
"loss": 0.1119,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.9416,
"eval_loss": 0.19530881941318512,
"eval_runtime": 10.2592,
"eval_samples_per_second": 365.526,
"eval_steps_per_second": 5.751,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.018677085638046265,
"learning_rate": 4.5070756562141305e-05,
"loss": 0.0374,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.9389333333333333,
"eval_loss": 0.21967598795890808,
"eval_runtime": 10.0963,
"eval_samples_per_second": 371.424,
"eval_steps_per_second": 5.844,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.02586064301431179,
"learning_rate": 2.2561304794155375e-05,
"loss": 0.0101,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9504,
"eval_loss": 0.19811558723449707,
"eval_runtime": 10.2312,
"eval_samples_per_second": 366.526,
"eval_steps_per_second": 5.767,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.07039681077003479,
"learning_rate": 6.06428328578363e-06,
"loss": 0.0035,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9517333333333333,
"eval_loss": 0.19875624775886536,
"eval_runtime": 10.4093,
"eval_samples_per_second": 360.253,
"eval_steps_per_second": 5.668,
"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
}
|