File size: 3,606 Bytes
7b54ba6 |
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": 0.8752,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0912/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": 371.94537353515625,
"learning_rate": 6.733578363789503e-05,
"loss": 3.355,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.6029333333333333,
"eval_loss": 1.889343500137329,
"eval_runtime": 9.167,
"eval_samples_per_second": 409.078,
"eval_steps_per_second": 6.436,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 78.37898254394531,
"learning_rate": 5.974873734152915e-05,
"loss": 1.1092,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.808,
"eval_loss": 0.7165209650993347,
"eval_runtime": 8.149,
"eval_samples_per_second": 460.177,
"eval_steps_per_second": 7.24,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 155.7366180419922,
"learning_rate": 4.839392013277814e-05,
"loss": 0.6219,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8376,
"eval_loss": 0.5720428228378296,
"eval_runtime": 8.1191,
"eval_samples_per_second": 461.876,
"eval_steps_per_second": 7.267,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 46.028385162353516,
"learning_rate": 3.5e-05,
"loss": 0.464,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8573333333333333,
"eval_loss": 0.5032939910888672,
"eval_runtime": 8.1402,
"eval_samples_per_second": 460.676,
"eval_steps_per_second": 7.248,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 128.08802795410156,
"learning_rate": 2.1606079867221858e-05,
"loss": 0.382,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.856,
"eval_loss": 0.49264124035835266,
"eval_runtime": 8.4286,
"eval_samples_per_second": 444.912,
"eval_steps_per_second": 7.0,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 72.91575622558594,
"learning_rate": 1.0251262658470837e-05,
"loss": 0.3311,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8669333333333333,
"eval_loss": 0.4504142701625824,
"eval_runtime": 8.3652,
"eval_samples_per_second": 448.283,
"eval_steps_per_second": 7.053,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 83.11953735351562,
"learning_rate": 2.664216362104964e-06,
"loss": 0.3092,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.8752,
"eval_loss": 0.4409746825695038,
"eval_runtime": 8.1131,
"eval_samples_per_second": 462.218,
"eval_steps_per_second": 7.272,
"step": 2331
}
],
"logging_steps": 500,
"max_steps": 2664,
"num_input_tokens_seen": 0,
"num_train_epochs": 8,
"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": 5.7235004676864e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|