File size: 4,009 Bytes
2819222 | 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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 | {
"best_metric": 0.8586666666666667,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0264/checkpoints/checkpoint-2664",
"epoch": 8.0,
"eval_steps": 500,
"global_step": 2664,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 74.59566497802734,
"learning_rate": 4.8096988312782174e-05,
"loss": 3.6931,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.5072,
"eval_loss": 3.1311843395233154,
"eval_runtime": 9.5942,
"eval_samples_per_second": 390.861,
"eval_steps_per_second": 6.15,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 161.89517211914062,
"learning_rate": 4.267766952966369e-05,
"loss": 1.7261,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.7677333333333334,
"eval_loss": 0.9240449070930481,
"eval_runtime": 9.3474,
"eval_samples_per_second": 401.18,
"eval_steps_per_second": 6.312,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 182.5560302734375,
"learning_rate": 3.456708580912725e-05,
"loss": 0.8012,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8152,
"eval_loss": 0.6453301310539246,
"eval_runtime": 9.4281,
"eval_samples_per_second": 397.746,
"eval_steps_per_second": 6.258,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 108.04351806640625,
"learning_rate": 2.5e-05,
"loss": 0.5911,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8325333333333333,
"eval_loss": 0.5468270778656006,
"eval_runtime": 9.564,
"eval_samples_per_second": 392.097,
"eval_steps_per_second": 6.169,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 90.23300170898438,
"learning_rate": 1.5432914190872757e-05,
"loss": 0.5094,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8416,
"eval_loss": 0.509234607219696,
"eval_runtime": 9.6124,
"eval_samples_per_second": 390.122,
"eval_steps_per_second": 6.138,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 93.55977630615234,
"learning_rate": 7.3223304703363135e-06,
"loss": 0.4656,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8469333333333333,
"eval_loss": 0.5088739991188049,
"eval_runtime": 9.5852,
"eval_samples_per_second": 391.229,
"eval_steps_per_second": 6.155,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 204.49539184570312,
"learning_rate": 1.9030116872178316e-06,
"loss": 0.4401,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.8536,
"eval_loss": 0.48828405141830444,
"eval_runtime": 9.3885,
"eval_samples_per_second": 399.423,
"eval_steps_per_second": 6.284,
"step": 2331
},
{
"epoch": 8.0,
"grad_norm": 146.7166290283203,
"learning_rate": 0.0,
"loss": 0.4345,
"step": 2664
},
{
"epoch": 8.0,
"eval_accuracy": 0.8586666666666667,
"eval_loss": 0.478254109621048,
"eval_runtime": 9.3705,
"eval_samples_per_second": 400.194,
"eval_steps_per_second": 6.296,
"step": 2664
}
],
"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": true
},
"attributes": {}
}
},
"total_flos": 6.5411433916416e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|