File size: 3,508 Bytes
c13368c |
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": 0.88,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0853/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": 124.16468811035156,
"learning_rate": 9e-05,
"loss": 2.8771,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.7184,
"eval_loss": 1.0233898162841797,
"eval_runtime": 8.6809,
"eval_samples_per_second": 431.984,
"eval_steps_per_second": 6.797,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 83.75138092041016,
"learning_rate": 9e-05,
"loss": 0.7443,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8288,
"eval_loss": 0.5401186347007751,
"eval_runtime": 8.881,
"eval_samples_per_second": 422.251,
"eval_steps_per_second": 6.643,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 83.9761962890625,
"learning_rate": 9e-05,
"loss": 0.4601,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8525333333333334,
"eval_loss": 0.46282896399497986,
"eval_runtime": 8.7326,
"eval_samples_per_second": 429.425,
"eval_steps_per_second": 6.756,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 44.836265563964844,
"learning_rate": 9e-05,
"loss": 0.3328,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8696,
"eval_loss": 0.41567620635032654,
"eval_runtime": 9.0032,
"eval_samples_per_second": 416.518,
"eval_steps_per_second": 6.553,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 41.71147537231445,
"learning_rate": 9e-05,
"loss": 0.2493,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8706666666666667,
"eval_loss": 0.4032222628593445,
"eval_runtime": 8.619,
"eval_samples_per_second": 435.084,
"eval_steps_per_second": 6.845,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 91.97679138183594,
"learning_rate": 9e-05,
"loss": 0.1876,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8754666666666666,
"eval_loss": 0.40024518966674805,
"eval_runtime": 8.5659,
"eval_samples_per_second": 437.782,
"eval_steps_per_second": 6.888,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 81.4844970703125,
"learning_rate": 9e-05,
"loss": 0.1505,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.88,
"eval_loss": 0.41271263360977173,
"eval_runtime": 8.6,
"eval_samples_per_second": 436.049,
"eval_steps_per_second": 6.861,
"step": 2331
}
],
"logging_steps": 500,
"max_steps": 2997,
"num_input_tokens_seen": 0,
"num_train_epochs": 9,
"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
}
|