File size: 6,337 Bytes
b913fb5 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 |
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 4.487658937920718,
"global_step": 6000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0,
"learning_rate": 2.0000000000000002e-07,
"loss": 18.6192,
"step": 1
},
{
"epoch": 0.37,
"learning_rate": 9.94e-05,
"loss": 7.5397,
"step": 500
},
{
"epoch": 0.37,
"eval_cer": 0.9810978889654326,
"eval_clean_cer": 0.9774387393628106,
"eval_loss": 3.571558952331543,
"eval_runtime": 221.4433,
"eval_samples_per_second": 24.679,
"eval_steps_per_second": 1.544,
"eval_wer": 1.0,
"learning_rate": 9.94e-05,
"step": 500
},
{
"epoch": 0.75,
"learning_rate": 9.613830613830615e-05,
"loss": 1.7478,
"step": 1000
},
{
"epoch": 0.75,
"eval_cer": 0.22960449951399964,
"eval_clean_cer": 0.17457099250398456,
"eval_loss": 0.7702281475067139,
"eval_runtime": 224.0929,
"eval_samples_per_second": 24.387,
"eval_steps_per_second": 1.526,
"eval_wer": 0.8097043024248205,
"learning_rate": 9.613830613830615e-05,
"step": 1000
},
{
"epoch": 1.12,
"learning_rate": 9.225330225330226e-05,
"loss": 0.7687,
"step": 1500
},
{
"epoch": 1.12,
"eval_cer": 0.14148744420432777,
"eval_clean_cer": 0.11820726398251868,
"eval_loss": 0.4996742308139801,
"eval_runtime": 221.7353,
"eval_samples_per_second": 24.647,
"eval_steps_per_second": 1.542,
"eval_wer": 0.5391836939605402,
"learning_rate": 9.225330225330226e-05,
"step": 1500
},
{
"epoch": 1.5,
"learning_rate": 8.836829836829838e-05,
"loss": 0.6064,
"step": 2000
},
{
"epoch": 1.5,
"eval_cer": 0.12378853794105713,
"eval_clean_cer": 0.10011770602778763,
"eval_loss": 0.4269550144672394,
"eval_runtime": 224.0891,
"eval_samples_per_second": 24.388,
"eval_steps_per_second": 1.526,
"eval_wer": 0.49563231085897885,
"learning_rate": 8.836829836829838e-05,
"step": 2000
},
{
"epoch": 1.87,
"learning_rate": 8.448329448329449e-05,
"loss": 0.5473,
"step": 2500
},
{
"epoch": 1.87,
"eval_cer": 0.1105108194060415,
"eval_clean_cer": 0.0898226524968884,
"eval_loss": 0.38087567687034607,
"eval_runtime": 223.664,
"eval_samples_per_second": 24.434,
"eval_steps_per_second": 1.529,
"eval_wer": 0.4489432200411667,
"learning_rate": 8.448329448329449e-05,
"step": 2500
},
{
"epoch": 2.24,
"learning_rate": 8.05982905982906e-05,
"loss": 0.454,
"step": 3000
},
{
"epoch": 2.24,
"eval_cer": 0.10214972585805014,
"eval_clean_cer": 0.08129037344912453,
"eval_loss": 0.3585045337677002,
"eval_runtime": 225.448,
"eval_samples_per_second": 24.241,
"eval_steps_per_second": 1.517,
"eval_wer": 0.4256237762939907,
"learning_rate": 8.05982905982906e-05,
"step": 3000
},
{
"epoch": 2.62,
"learning_rate": 7.671328671328672e-05,
"loss": 0.4219,
"step": 3500
},
{
"epoch": 2.62,
"eval_cer": 0.0973510621231138,
"eval_clean_cer": 0.07773103327870422,
"eval_loss": 0.3375051021575928,
"eval_runtime": 226.653,
"eval_samples_per_second": 24.112,
"eval_steps_per_second": 1.509,
"eval_wer": 0.40634570008534565,
"learning_rate": 7.671328671328672e-05,
"step": 3500
},
{
"epoch": 2.99,
"learning_rate": 7.282828282828284e-05,
"loss": 0.4075,
"step": 4000
},
{
"epoch": 2.99,
"eval_cer": 0.09484084667868299,
"eval_clean_cer": 0.07456029195600385,
"eval_loss": 0.3274226784706116,
"eval_runtime": 225.9771,
"eval_samples_per_second": 24.184,
"eval_steps_per_second": 1.513,
"eval_wer": 0.4035845172950449,
"learning_rate": 7.282828282828284e-05,
"step": 4000
},
{
"epoch": 3.37,
"learning_rate": 6.894327894327895e-05,
"loss": 0.3355,
"step": 4500
},
{
"epoch": 3.37,
"eval_cer": 0.08976851283890268,
"eval_clean_cer": 0.07285946801380934,
"eval_loss": 0.3256622850894928,
"eval_runtime": 227.1344,
"eval_samples_per_second": 24.061,
"eval_steps_per_second": 1.506,
"eval_wer": 0.3781816356242783,
"learning_rate": 6.894327894327895e-05,
"step": 4500
},
{
"epoch": 3.74,
"learning_rate": 6.506604506604507e-05,
"loss": 0.3203,
"step": 5000
},
{
"epoch": 3.74,
"eval_cer": 0.08301169231930695,
"eval_clean_cer": 0.06594916676522435,
"eval_loss": 0.30244797468185425,
"eval_runtime": 226.4786,
"eval_samples_per_second": 24.13,
"eval_steps_per_second": 1.51,
"eval_wer": 0.35606707164014256,
"learning_rate": 6.506604506604507e-05,
"step": 5000
},
{
"epoch": 4.11,
"learning_rate": 6.118104118104118e-05,
"loss": 0.3151,
"step": 5500
},
{
"epoch": 4.11,
"eval_cer": 0.08304472146989157,
"eval_clean_cer": 0.06525081521280011,
"eval_loss": 0.3038225769996643,
"eval_runtime": 228.8025,
"eval_samples_per_second": 23.885,
"eval_steps_per_second": 1.495,
"eval_wer": 0.36061047241327376,
"learning_rate": 6.118104118104118e-05,
"step": 5500
},
{
"epoch": 4.49,
"learning_rate": 5.72960372960373e-05,
"loss": 0.2713,
"step": 6000
},
{
"epoch": 4.49,
"eval_cer": 0.08317211962214652,
"eval_clean_cer": 0.06550424924392181,
"eval_loss": 0.30516648292541504,
"eval_runtime": 228.6779,
"eval_samples_per_second": 23.898,
"eval_steps_per_second": 1.496,
"eval_wer": 0.3594557959736935,
"learning_rate": 5.72960372960373e-05,
"step": 6000
}
],
"max_steps": 13370,
"num_train_epochs": 10,
"total_flos": 2.532359175164721e+19,
"trial_name": null,
"trial_params": null
}
|