File size: 4,463 Bytes
16b4548 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 |
{
"best_metric": 0.8906666666666667,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0003/checkpoints/checkpoint-2997",
"epoch": 9.0,
"eval_steps": 500,
"global_step": 2997,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 154.8031005859375,
"learning_rate": 4.4444444444444447e-05,
"loss": 3.6286,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.5850666666666666,
"eval_loss": 3.0259337425231934,
"eval_runtime": 7.7096,
"eval_samples_per_second": 486.408,
"eval_steps_per_second": 7.653,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 53.869205474853516,
"learning_rate": 3.888888888888889e-05,
"loss": 1.7873,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.7698666666666667,
"eval_loss": 0.9587300419807434,
"eval_runtime": 7.6265,
"eval_samples_per_second": 491.706,
"eval_steps_per_second": 7.736,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 162.40127563476562,
"learning_rate": 3.3333333333333335e-05,
"loss": 0.7565,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8293333333333334,
"eval_loss": 0.6130377650260925,
"eval_runtime": 7.6437,
"eval_samples_per_second": 490.598,
"eval_steps_per_second": 7.719,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 86.94587707519531,
"learning_rate": 2.777777777777778e-05,
"loss": 0.5381,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8557333333333333,
"eval_loss": 0.4922569692134857,
"eval_runtime": 7.6264,
"eval_samples_per_second": 491.712,
"eval_steps_per_second": 7.736,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 118.25404357910156,
"learning_rate": 2.2222222222222223e-05,
"loss": 0.4407,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8661333333333333,
"eval_loss": 0.45935097336769104,
"eval_runtime": 7.6807,
"eval_samples_per_second": 488.239,
"eval_steps_per_second": 7.682,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 164.8728485107422,
"learning_rate": 1.6666666666666667e-05,
"loss": 0.366,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8757333333333334,
"eval_loss": 0.43018534779548645,
"eval_runtime": 7.6456,
"eval_samples_per_second": 490.477,
"eval_steps_per_second": 7.717,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 89.3781509399414,
"learning_rate": 1.1111111111111112e-05,
"loss": 0.3247,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.88,
"eval_loss": 0.408071368932724,
"eval_runtime": 7.6581,
"eval_samples_per_second": 489.68,
"eval_steps_per_second": 7.704,
"step": 2331
},
{
"epoch": 8.0,
"grad_norm": 115.55562591552734,
"learning_rate": 5.555555555555556e-06,
"loss": 0.303,
"step": 2664
},
{
"epoch": 8.0,
"eval_accuracy": 0.8786666666666667,
"eval_loss": 0.40728554129600525,
"eval_runtime": 7.5946,
"eval_samples_per_second": 493.773,
"eval_steps_per_second": 7.769,
"step": 2664
},
{
"epoch": 9.0,
"grad_norm": 353.60870361328125,
"learning_rate": 0.0,
"loss": 0.2825,
"step": 2997
},
{
"epoch": 9.0,
"eval_accuracy": 0.8906666666666667,
"eval_loss": 0.39179283380508423,
"eval_runtime": 7.66,
"eval_samples_per_second": 489.559,
"eval_steps_per_second": 7.702,
"step": 2997
}
],
"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": true
},
"attributes": {}
}
},
"total_flos": 7.3587863155968e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|