File size: 4,080 Bytes
73de679 |
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": 0.8005333333333333,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0164/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": 283.3953857421875,
"learning_rate": 2.9095389311788626e-05,
"loss": 3.86,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.32853333333333334,
"eval_loss": 3.766831159591675,
"eval_runtime": 15.7132,
"eval_samples_per_second": 238.653,
"eval_steps_per_second": 3.755,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 226.50132751464844,
"learning_rate": 2.649066664678467e-05,
"loss": 3.3112,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.5541333333333334,
"eval_loss": 2.649690628051758,
"eval_runtime": 15.5655,
"eval_samples_per_second": 240.918,
"eval_steps_per_second": 3.79,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 118.48308563232422,
"learning_rate": 2.25e-05,
"loss": 1.9707,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.6914666666666667,
"eval_loss": 1.383646845817566,
"eval_runtime": 15.5288,
"eval_samples_per_second": 241.487,
"eval_steps_per_second": 3.799,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 125.05719757080078,
"learning_rate": 1.760472266500396e-05,
"loss": 1.2026,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.7378666666666667,
"eval_loss": 1.000968337059021,
"eval_runtime": 15.6208,
"eval_samples_per_second": 240.065,
"eval_steps_per_second": 3.777,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 94.04993438720703,
"learning_rate": 1.2395277334996045e-05,
"loss": 0.9423,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.7821333333333333,
"eval_loss": 0.8265097737312317,
"eval_runtime": 15.5901,
"eval_samples_per_second": 240.537,
"eval_steps_per_second": 3.784,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 138.1405792236328,
"learning_rate": 7.500000000000004e-06,
"loss": 0.8229,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.7829333333333334,
"eval_loss": 0.7733106017112732,
"eval_runtime": 15.7186,
"eval_samples_per_second": 238.57,
"eval_steps_per_second": 3.754,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 254.40843200683594,
"learning_rate": 3.5093333532153316e-06,
"loss": 0.769,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.7957333333333333,
"eval_loss": 0.7261528372764587,
"eval_runtime": 15.4798,
"eval_samples_per_second": 242.252,
"eval_steps_per_second": 3.811,
"step": 2331
},
{
"epoch": 8.0,
"grad_norm": 109.3260726928711,
"learning_rate": 9.046106882113753e-07,
"loss": 0.7434,
"step": 2664
},
{
"epoch": 8.0,
"eval_accuracy": 0.8005333333333333,
"eval_loss": 0.722422182559967,
"eval_runtime": 15.6227,
"eval_samples_per_second": 240.036,
"eval_steps_per_second": 3.777,
"step": 2664
}
],
"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": 6.5411433916416e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|