File size: 4,879 Bytes
23b5905 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 |
{
"best_global_step": 400,
"best_metric": 37.20698874588074,
"best_model_checkpoint": "./JUDIC/checkpoint-400",
"epoch": 5.0,
"eval_steps": 200,
"global_step": 425,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.23529411764705882,
"grad_norm": 39.55274200439453,
"learning_rate": 8.000000000000001e-07,
"loss": 2.8704,
"step": 20
},
{
"epoch": 0.47058823529411764,
"grad_norm": 16.861303329467773,
"learning_rate": 1.8000000000000001e-06,
"loss": 2.4422,
"step": 40
},
{
"epoch": 0.7058823529411765,
"grad_norm": 10.871281623840332,
"learning_rate": 2.8000000000000003e-06,
"loss": 1.9044,
"step": 60
},
{
"epoch": 0.9411764705882353,
"grad_norm": 7.858098030090332,
"learning_rate": 3.8000000000000005e-06,
"loss": 1.4465,
"step": 80
},
{
"epoch": 1.1764705882352942,
"grad_norm": 7.4879231452941895,
"learning_rate": 4.800000000000001e-06,
"loss": 1.3179,
"step": 100
},
{
"epoch": 1.4117647058823528,
"grad_norm": 7.5675835609436035,
"learning_rate": 5.8e-06,
"loss": 1.0743,
"step": 120
},
{
"epoch": 1.6470588235294117,
"grad_norm": 6.898285865783691,
"learning_rate": 6.800000000000001e-06,
"loss": 1.0679,
"step": 140
},
{
"epoch": 1.8823529411764706,
"grad_norm": 7.592809677124023,
"learning_rate": 7.800000000000002e-06,
"loss": 1.0381,
"step": 160
},
{
"epoch": 2.1176470588235294,
"grad_norm": 8.085546493530273,
"learning_rate": 8.8e-06,
"loss": 0.8211,
"step": 180
},
{
"epoch": 2.3529411764705883,
"grad_norm": 5.359922885894775,
"learning_rate": 9.800000000000001e-06,
"loss": 0.7182,
"step": 200
},
{
"epoch": 2.3529411764705883,
"eval_loss": 0.6759204864501953,
"eval_runtime": 326.8541,
"eval_samples_per_second": 2.083,
"eval_steps_per_second": 0.263,
"eval_wer": 41.783249393769815,
"step": 200
},
{
"epoch": 2.588235294117647,
"grad_norm": 3.346689462661743,
"learning_rate": 9.28888888888889e-06,
"loss": 0.7775,
"step": 220
},
{
"epoch": 2.8235294117647056,
"grad_norm": 4.038958549499512,
"learning_rate": 8.400000000000001e-06,
"loss": 0.6748,
"step": 240
},
{
"epoch": 3.0588235294117645,
"grad_norm": 3.325453758239746,
"learning_rate": 7.511111111111111e-06,
"loss": 0.66,
"step": 260
},
{
"epoch": 3.2941176470588234,
"grad_norm": 3.325045108795166,
"learning_rate": 6.6222222222222236e-06,
"loss": 0.5344,
"step": 280
},
{
"epoch": 3.5294117647058822,
"grad_norm": 3.9428045749664307,
"learning_rate": 5.733333333333334e-06,
"loss": 0.5228,
"step": 300
},
{
"epoch": 3.764705882352941,
"grad_norm": 3.552807092666626,
"learning_rate": 4.8444444444444446e-06,
"loss": 0.5771,
"step": 320
},
{
"epoch": 4.0,
"grad_norm": 4.557582378387451,
"learning_rate": 3.955555555555556e-06,
"loss": 0.4784,
"step": 340
},
{
"epoch": 4.235294117647059,
"grad_norm": 4.543866157531738,
"learning_rate": 3.066666666666667e-06,
"loss": 0.4485,
"step": 360
},
{
"epoch": 4.470588235294118,
"grad_norm": 3.4673140048980713,
"learning_rate": 2.1777777777777777e-06,
"loss": 0.4194,
"step": 380
},
{
"epoch": 4.705882352941177,
"grad_norm": 3.8203773498535156,
"learning_rate": 1.288888888888889e-06,
"loss": 0.3985,
"step": 400
},
{
"epoch": 4.705882352941177,
"eval_loss": 0.44990459084510803,
"eval_runtime": 307.4758,
"eval_samples_per_second": 2.215,
"eval_steps_per_second": 0.28,
"eval_wer": 37.20698874588074,
"step": 400
},
{
"epoch": 4.9411764705882355,
"grad_norm": 3.171309471130371,
"learning_rate": 4.0000000000000003e-07,
"loss": 0.4031,
"step": 420
}
],
"logging_steps": 20,
"max_steps": 425,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 200,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 3.924761444352e+18,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}
|