File size: 3,537 Bytes
93e11a5 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 |
{
"best_metric": 0.9472,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0012/checkpoints/checkpoint-2331",
"epoch": 7.0,
"eval_steps": 500,
"global_step": 2331,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 0.4767933785915375,
"learning_rate": 3e-05,
"loss": 1.1904,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.9354666666666667,
"eval_loss": 0.29159611463546753,
"eval_runtime": 13.2708,
"eval_samples_per_second": 282.576,
"eval_steps_per_second": 4.446,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 0.25969555974006653,
"learning_rate": 3e-05,
"loss": 0.156,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.9376,
"eval_loss": 0.21004101634025574,
"eval_runtime": 12.5279,
"eval_samples_per_second": 299.331,
"eval_steps_per_second": 4.709,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.3778182864189148,
"learning_rate": 3e-05,
"loss": 0.0533,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.9346666666666666,
"eval_loss": 0.2261248677968979,
"eval_runtime": 12.3941,
"eval_samples_per_second": 302.563,
"eval_steps_per_second": 4.76,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.08102396875619888,
"learning_rate": 3e-05,
"loss": 0.0193,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9416,
"eval_loss": 0.22569406032562256,
"eval_runtime": 13.8693,
"eval_samples_per_second": 270.381,
"eval_steps_per_second": 4.254,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.040736936032772064,
"learning_rate": 3e-05,
"loss": 0.0089,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9421333333333334,
"eval_loss": 0.22167590260505676,
"eval_runtime": 11.992,
"eval_samples_per_second": 312.708,
"eval_steps_per_second": 4.92,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.022913649678230286,
"learning_rate": 3e-05,
"loss": 0.0044,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.9458666666666666,
"eval_loss": 0.22502802312374115,
"eval_runtime": 11.7701,
"eval_samples_per_second": 318.605,
"eval_steps_per_second": 5.013,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": NaN,
"learning_rate": 3e-05,
"loss": 0.0027,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.9472,
"eval_loss": 0.22873690724372864,
"eval_runtime": 12.1994,
"eval_samples_per_second": 307.393,
"eval_steps_per_second": 4.836,
"step": 2331
}
],
"logging_steps": 500,
"max_steps": 2331,
"num_input_tokens_seen": 0,
"num_train_epochs": 7,
"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": 1.153189244358144e+19,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|