File size: 3,628 Bytes
04e75c0 |
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": 0.8890666666666667,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0818/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": 384.4679870605469,
"learning_rate": 9.504844339512095e-05,
"loss": 2.9062,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.7405333333333334,
"eval_loss": 1.05662202835083,
"eval_runtime": 13.596,
"eval_samples_per_second": 275.817,
"eval_steps_per_second": 4.34,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 95.58940887451172,
"learning_rate": 8.117449009293668e-05,
"loss": 0.7375,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8469333333333333,
"eval_loss": 0.5305494666099548,
"eval_runtime": 13.3789,
"eval_samples_per_second": 280.292,
"eval_steps_per_second": 4.41,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 73.2638168334961,
"learning_rate": 6.112604669781572e-05,
"loss": 0.46,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8757333333333334,
"eval_loss": 0.42302221059799194,
"eval_runtime": 13.5543,
"eval_samples_per_second": 276.665,
"eval_steps_per_second": 4.353,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 83.4851303100586,
"learning_rate": 3.887395330218429e-05,
"loss": 0.3555,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.876,
"eval_loss": 0.411223828792572,
"eval_runtime": 13.6226,
"eval_samples_per_second": 275.277,
"eval_steps_per_second": 4.331,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 75.92252349853516,
"learning_rate": 1.8825509907063327e-05,
"loss": 0.2855,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8888,
"eval_loss": 0.38055911660194397,
"eval_runtime": 13.4524,
"eval_samples_per_second": 278.761,
"eval_steps_per_second": 4.386,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 90.3882827758789,
"learning_rate": 4.951556604879048e-06,
"loss": 0.2576,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8864,
"eval_loss": 0.3739990293979645,
"eval_runtime": 13.5078,
"eval_samples_per_second": 277.618,
"eval_steps_per_second": 4.368,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 120.70484924316406,
"learning_rate": 0.0,
"loss": 0.2387,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.8890666666666667,
"eval_loss": 0.3630889356136322,
"eval_runtime": 13.4688,
"eval_samples_per_second": 278.421,
"eval_steps_per_second": 4.38,
"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": 5.7235004676864e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|