Upload wiflow-v1/training-log.json with huggingface_hub
Browse files- wiflow-v1/training-log.json +445 -0
wiflow-v1/training-log.json
ADDED
|
@@ -0,0 +1,445 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"config": {
|
| 3 |
+
"dataPath": "data/paired/real-paired-clamp.jsonl",
|
| 4 |
+
"outputDir": "models/wiflow-real",
|
| 5 |
+
"totalEpochs": 50,
|
| 6 |
+
"batchSize": 32,
|
| 7 |
+
"lr": 0.00005,
|
| 8 |
+
"skipContrastive": true,
|
| 9 |
+
"evalSplit": 0.2,
|
| 10 |
+
"verbose": false,
|
| 11 |
+
"contrastiveRatio": 0.16666666666666666,
|
| 12 |
+
"supervisedRatio": 0.6666666666666666,
|
| 13 |
+
"refinementRatio": 0.16666666666666666,
|
| 14 |
+
"curriculumStages": [
|
| 15 |
+
0.9,
|
| 16 |
+
0.7,
|
| 17 |
+
0.5,
|
| 18 |
+
0
|
| 19 |
+
],
|
| 20 |
+
"timeSteps": 20,
|
| 21 |
+
"numKeypoints": 17,
|
| 22 |
+
"momentum": 0.9,
|
| 23 |
+
"boneWeight": 0.3,
|
| 24 |
+
"temporalWeight": 0.1,
|
| 25 |
+
"inputDim": 35,
|
| 26 |
+
"contrastiveEpochs": 0,
|
| 27 |
+
"supervisedEpochs": 33,
|
| 28 |
+
"refinementEpochs": 17
|
| 29 |
+
},
|
| 30 |
+
"phases": [
|
| 31 |
+
{
|
| 32 |
+
"phase": "supervised",
|
| 33 |
+
"epochs": [
|
| 34 |
+
{
|
| 35 |
+
"epoch": 8,
|
| 36 |
+
"stage": 2,
|
| 37 |
+
"confThreshold": 0.7,
|
| 38 |
+
"loss": 0.1202345175039164,
|
| 39 |
+
"evalLoss": 0.1202650439646902,
|
| 40 |
+
"pck20": 0.8542199488491047,
|
| 41 |
+
"lr": 0.00004309335095262676,
|
| 42 |
+
"trainSamples": 276
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"epoch": 9,
|
| 46 |
+
"stage": 2,
|
| 47 |
+
"confThreshold": 0.7,
|
| 48 |
+
"loss": 0.12202338882917359,
|
| 49 |
+
"evalLoss": 0.12768733107391242,
|
| 50 |
+
"pck20": 0.6990622335890878,
|
| 51 |
+
"lr": 0.00004137151834863213,
|
| 52 |
+
"trainSamples": 276
|
| 53 |
+
},
|
| 54 |
+
{
|
| 55 |
+
"epoch": 10,
|
| 56 |
+
"stage": 2,
|
| 57 |
+
"confThreshold": 0.7,
|
| 58 |
+
"loss": 0.12825024591293,
|
| 59 |
+
"evalLoss": 0.1270527974255793,
|
| 60 |
+
"pck20": 0.7263427109974423,
|
| 61 |
+
"lr": 0.000039501422739279956,
|
| 62 |
+
"trainSamples": 276
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"epoch": 11,
|
| 66 |
+
"stage": 2,
|
| 67 |
+
"confThreshold": 0.7,
|
| 68 |
+
"loss": 0.12936392720518736,
|
| 69 |
+
"evalLoss": 0.13037437100569574,
|
| 70 |
+
"pck20": 0.757885763000853,
|
| 71 |
+
"lr": 0.000037500000000000003,
|
| 72 |
+
"trainSamples": 276
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"epoch": 12,
|
| 76 |
+
"stage": 2,
|
| 77 |
+
"confThreshold": 0.7,
|
| 78 |
+
"loss": 0.12725472830309995,
|
| 79 |
+
"evalLoss": 0.12384917381806493,
|
| 80 |
+
"pck20": 0.7374254049445861,
|
| 81 |
+
"lr": 0.000035385375325047166,
|
| 82 |
+
"trainSamples": 276
|
| 83 |
+
},
|
| 84 |
+
{
|
| 85 |
+
"epoch": 13,
|
| 86 |
+
"stage": 2,
|
| 87 |
+
"confThreshold": 0.7,
|
| 88 |
+
"loss": 0.12385725997187584,
|
| 89 |
+
"evalLoss": 0.12461516379265465,
|
| 90 |
+
"pck20": 0.7433930093776641,
|
| 91 |
+
"lr": 0.000033176699082935545,
|
| 92 |
+
"trainSamples": 276
|
| 93 |
+
},
|
| 94 |
+
{
|
| 95 |
+
"epoch": 14,
|
| 96 |
+
"stage": 2,
|
| 97 |
+
"confThreshold": 0.7,
|
| 98 |
+
"loss": 0.121912843072227,
|
| 99 |
+
"evalLoss": 0.11932654898819652,
|
| 100 |
+
"pck20": 0.7706734867860185,
|
| 101 |
+
"lr": 0.000030893973387735687,
|
| 102 |
+
"trainSamples": 276
|
| 103 |
+
},
|
| 104 |
+
{
|
| 105 |
+
"epoch": 15,
|
| 106 |
+
"stage": 2,
|
| 107 |
+
"confThreshold": 0.7,
|
| 108 |
+
"loss": 0.11553358296530863,
|
| 109 |
+
"evalLoss": 0.11448958151882806,
|
| 110 |
+
"pck20": 0.9036658141517468,
|
| 111 |
+
"lr": 0.000028557870956832132,
|
| 112 |
+
"trainSamples": 276
|
| 113 |
+
},
|
| 114 |
+
{
|
| 115 |
+
"epoch": 16,
|
| 116 |
+
"stage": 3,
|
| 117 |
+
"confThreshold": 0.5,
|
| 118 |
+
"loss": 0.11394043133921662,
|
| 119 |
+
"evalLoss": 0.11232644030163798,
|
| 120 |
+
"pck20": 0.9096334185848243,
|
| 121 |
+
"lr": 0.000026189547895593562,
|
| 122 |
+
"trainSamples": 276
|
| 123 |
+
},
|
| 124 |
+
{
|
| 125 |
+
"epoch": 17,
|
| 126 |
+
"stage": 3,
|
| 127 |
+
"confThreshold": 0.5,
|
| 128 |
+
"loss": 0.10948012598944228,
|
| 129 |
+
"evalLoss": 0.10736237566429192,
|
| 130 |
+
"pck20": 0.9190110826939465,
|
| 131 |
+
"lr": 0.000023810452104406444,
|
| 132 |
+
"trainSamples": 276
|
| 133 |
+
},
|
| 134 |
+
{
|
| 135 |
+
"epoch": 18,
|
| 136 |
+
"stage": 3,
|
| 137 |
+
"confThreshold": 0.5,
|
| 138 |
+
"loss": 0.10622061844175851,
|
| 139 |
+
"evalLoss": 0.10554791605589925,
|
| 140 |
+
"pck20": 0.9224211423699906,
|
| 141 |
+
"lr": 0.000021442129043167874,
|
| 142 |
+
"trainSamples": 276
|
| 143 |
+
},
|
| 144 |
+
{
|
| 145 |
+
"epoch": 19,
|
| 146 |
+
"stage": 3,
|
| 147 |
+
"confThreshold": 0.5,
|
| 148 |
+
"loss": 0.10454447340293044,
|
| 149 |
+
"evalLoss": 0.10382043899664628,
|
| 150 |
+
"pck20": 0.9215686274509797,
|
| 151 |
+
"lr": 0.000019106026612264326,
|
| 152 |
+
"trainSamples": 276
|
| 153 |
+
},
|
| 154 |
+
{
|
| 155 |
+
"epoch": 20,
|
| 156 |
+
"stage": 3,
|
| 157 |
+
"confThreshold": 0.5,
|
| 158 |
+
"loss": 0.10241404779846577,
|
| 159 |
+
"evalLoss": 0.10137100661047628,
|
| 160 |
+
"pck20": 0.9232736572890018,
|
| 161 |
+
"lr": 0.00001682330091706446,
|
| 162 |
+
"trainSamples": 276
|
| 163 |
+
},
|
| 164 |
+
{
|
| 165 |
+
"epoch": 21,
|
| 166 |
+
"stage": 3,
|
| 167 |
+
"confThreshold": 0.5,
|
| 168 |
+
"loss": 0.10052735078244243,
|
| 169 |
+
"evalLoss": 0.10080157734640532,
|
| 170 |
+
"pck20": 0.9232736572890018,
|
| 171 |
+
"lr": 0.000014614624674952837,
|
| 172 |
+
"trainSamples": 276
|
| 173 |
+
},
|
| 174 |
+
{
|
| 175 |
+
"epoch": 22,
|
| 176 |
+
"stage": 3,
|
| 177 |
+
"confThreshold": 0.5,
|
| 178 |
+
"loss": 0.09994398953615607,
|
| 179 |
+
"evalLoss": 0.10015142701439284,
|
| 180 |
+
"pck20": 0.9232736572890018,
|
| 181 |
+
"lr": 0.000012500000000000006,
|
| 182 |
+
"trainSamples": 276
|
| 183 |
+
},
|
| 184 |
+
{
|
| 185 |
+
"epoch": 23,
|
| 186 |
+
"stage": 3,
|
| 187 |
+
"confThreshold": 0.5,
|
| 188 |
+
"loss": 0.09929149190664616,
|
| 189 |
+
"evalLoss": 0.09950004892959943,
|
| 190 |
+
"pck20": 0.9232736572890018,
|
| 191 |
+
"lr": 0.00001049857726072005,
|
| 192 |
+
"trainSamples": 276
|
| 193 |
+
},
|
| 194 |
+
{
|
| 195 |
+
"epoch": 24,
|
| 196 |
+
"stage": 4,
|
| 197 |
+
"confThreshold": 0,
|
| 198 |
+
"loss": 0.09857283315945391,
|
| 199 |
+
"evalLoss": 0.09854543363902651,
|
| 200 |
+
"pck20": 0.9232736572890018,
|
| 201 |
+
"lr": 0.000008628481651367876,
|
| 202 |
+
"trainSamples": 552
|
| 203 |
+
},
|
| 204 |
+
{
|
| 205 |
+
"epoch": 25,
|
| 206 |
+
"stage": 4,
|
| 207 |
+
"confThreshold": 0,
|
| 208 |
+
"loss": 0.09782671456921876,
|
| 209 |
+
"evalLoss": 0.09771453065823558,
|
| 210 |
+
"pck20": 0.9232736572890018,
|
| 211 |
+
"lr": 0.000006906649047373246,
|
| 212 |
+
"trainSamples": 552
|
| 213 |
+
},
|
| 214 |
+
{
|
| 215 |
+
"epoch": 26,
|
| 216 |
+
"stage": 4,
|
| 217 |
+
"confThreshold": 0,
|
| 218 |
+
"loss": 0.09710556690724673,
|
| 219 |
+
"evalLoss": 0.0969643238344358,
|
| 220 |
+
"pck20": 0.9232736572890018,
|
| 221 |
+
"lr": 0.000005348672631430313,
|
| 222 |
+
"trainSamples": 552
|
| 223 |
+
},
|
| 224 |
+
{
|
| 225 |
+
"epoch": 27,
|
| 226 |
+
"stage": 4,
|
| 227 |
+
"confThreshold": 0,
|
| 228 |
+
"loss": 0.09644318116959444,
|
| 229 |
+
"evalLoss": 0.09656814571783083,
|
| 230 |
+
"pck20": 0.9232736572890018,
|
| 231 |
+
"lr": 0.000003968661679220473,
|
| 232 |
+
"trainSamples": 552
|
| 233 |
+
},
|
| 234 |
+
{
|
| 235 |
+
"epoch": 28,
|
| 236 |
+
"stage": 4,
|
| 237 |
+
"confThreshold": 0,
|
| 238 |
+
"loss": 0.09587479137308834,
|
| 239 |
+
"evalLoss": 0.09621587546104406,
|
| 240 |
+
"pck20": 0.9232736572890018,
|
| 241 |
+
"lr": 0.000002779113783626916,
|
| 242 |
+
"trainSamples": 552
|
| 243 |
+
},
|
| 244 |
+
{
|
| 245 |
+
"epoch": 29,
|
| 246 |
+
"stage": 4,
|
| 247 |
+
"confThreshold": 0,
|
| 248 |
+
"loss": 0.095646920219553,
|
| 249 |
+
"evalLoss": 0.09603035061275683,
|
| 250 |
+
"pck20": 0.9232736572890018,
|
| 251 |
+
"lr": 0.000001790801674598186,
|
| 252 |
+
"trainSamples": 552
|
| 253 |
+
},
|
| 254 |
+
{
|
| 255 |
+
"epoch": 30,
|
| 256 |
+
"stage": 4,
|
| 257 |
+
"confThreshold": 0,
|
| 258 |
+
"loss": 0.09563373023370147,
|
| 259 |
+
"evalLoss": 0.09590667483554177,
|
| 260 |
+
"pck20": 0.9232736572890018,
|
| 261 |
+
"lr": 0.0000010126756596375686,
|
| 262 |
+
"trainSamples": 552
|
| 263 |
+
},
|
| 264 |
+
{
|
| 265 |
+
"epoch": 31,
|
| 266 |
+
"stage": 4,
|
| 267 |
+
"confThreshold": 0,
|
| 268 |
+
"loss": 0.09565320996677595,
|
| 269 |
+
"evalLoss": 0.09583995214951894,
|
| 270 |
+
"pck20": 0.9232736572890018,
|
| 271 |
+
"lr": 4.5178256843233513e-7,
|
| 272 |
+
"trainSamples": 552
|
| 273 |
+
},
|
| 274 |
+
{
|
| 275 |
+
"epoch": 32,
|
| 276 |
+
"stage": 4,
|
| 277 |
+
"confThreshold": 0,
|
| 278 |
+
"loss": 0.09559600900155292,
|
| 279 |
+
"evalLoss": 0.09582890515717067,
|
| 280 |
+
"pck20": 0.9232736572890018,
|
| 281 |
+
"lr": 1.1320193567288529e-7,
|
| 282 |
+
"trainSamples": 552
|
| 283 |
+
}
|
| 284 |
+
]
|
| 285 |
+
},
|
| 286 |
+
{
|
| 287 |
+
"phase": "refinement",
|
| 288 |
+
"epochs": [
|
| 289 |
+
{
|
| 290 |
+
"epoch": 33,
|
| 291 |
+
"loss": 0.09701607626199084,
|
| 292 |
+
"boneLoss": 0.008328167800411033,
|
| 293 |
+
"temporalLoss": 0,
|
| 294 |
+
"evalLoss": 0.09398452057857512,
|
| 295 |
+
"pck20": 0.9224211423699906,
|
| 296 |
+
"lr": 0.000025
|
| 297 |
+
},
|
| 298 |
+
{
|
| 299 |
+
"epoch": 34,
|
| 300 |
+
"loss": 0.09559415324560026,
|
| 301 |
+
"boneLoss": 0.007928355392524818,
|
| 302 |
+
"temporalLoss": 0,
|
| 303 |
+
"evalLoss": 0.09261685967463618,
|
| 304 |
+
"pck20": 0.9232736572890018,
|
| 305 |
+
"lr": 0.000024787163746048776
|
| 306 |
+
},
|
| 307 |
+
{
|
| 308 |
+
"epoch": 35,
|
| 309 |
+
"loss": 0.0937338397275952,
|
| 310 |
+
"boneLoss": 0.007887900375719051,
|
| 311 |
+
"temporalLoss": 0,
|
| 312 |
+
"evalLoss": 0.09073041961606622,
|
| 313 |
+
"pck20": 0.9224211423699906,
|
| 314 |
+
"lr": 0.000024155902867554447
|
| 315 |
+
},
|
| 316 |
+
{
|
| 317 |
+
"epoch": 36,
|
| 318 |
+
"loss": 0.09201024094364278,
|
| 319 |
+
"boneLoss": 0.00787968505949037,
|
| 320 |
+
"temporalLoss": 0,
|
| 321 |
+
"evalLoss": 0.08904968648766556,
|
| 322 |
+
"pck20": 0.9224211423699906,
|
| 323 |
+
"lr": 0.00002312771419662018
|
| 324 |
+
},
|
| 325 |
+
{
|
| 326 |
+
"epoch": 37,
|
| 327 |
+
"loss": 0.0900738158246732,
|
| 328 |
+
"boneLoss": 0.007898852512024901,
|
| 329 |
+
"temporalLoss": 0,
|
| 330 |
+
"evalLoss": 0.08739649689835581,
|
| 331 |
+
"pck20": 0.9232736572890018,
|
| 332 |
+
"lr": 0.00002173761146525824
|
| 333 |
+
},
|
| 334 |
+
{
|
| 335 |
+
"epoch": 38,
|
| 336 |
+
"loss": 0.08872982797507926,
|
| 337 |
+
"boneLoss": 0.008049209921715138,
|
| 338 |
+
"temporalLoss": 0,
|
| 339 |
+
"evalLoss": 0.08634493550993017,
|
| 340 |
+
"pck20": 0.9275362318840571,
|
| 341 |
+
"lr": 0.000020032932954740708
|
| 342 |
+
},
|
| 343 |
+
{
|
| 344 |
+
"epoch": 39,
|
| 345 |
+
"loss": 0.08807447949516382,
|
| 346 |
+
"boneLoss": 0.008001218330457414,
|
| 347 |
+
"temporalLoss": 0,
|
| 348 |
+
"evalLoss": 0.08558730437074917,
|
| 349 |
+
"pck20": 0.9292412617220792,
|
| 350 |
+
"lr": 0.000018071729447206733
|
| 351 |
+
},
|
| 352 |
+
{
|
| 353 |
+
"epoch": 40,
|
| 354 |
+
"loss": 0.08706284437260242,
|
| 355 |
+
"boneLoss": 0.007840473818814284,
|
| 356 |
+
"temporalLoss": 0,
|
| 357 |
+
"evalLoss": 0.08471010713466626,
|
| 358 |
+
"pck20": 0.927536231884057,
|
| 359 |
+
"lr": 0.000015920787375901038
|
| 360 |
+
},
|
| 361 |
+
{
|
| 362 |
+
"epoch": 41,
|
| 363 |
+
"loss": 0.08604835426163508,
|
| 364 |
+
"boneLoss": 0.007663920377313184,
|
| 365 |
+
"temporalLoss": 0,
|
| 366 |
+
"evalLoss": 0.08400298512163402,
|
| 367 |
+
"pck20": 0.927536231884057,
|
| 368 |
+
"lr": 0.000013653354493291276
|
| 369 |
+
},
|
| 370 |
+
{
|
| 371 |
+
"epoch": 42,
|
| 372 |
+
"loss": 0.08560569613850501,
|
| 373 |
+
"boneLoss": 0.007651553561183805,
|
| 374 |
+
"temporalLoss": 0,
|
| 375 |
+
"evalLoss": 0.08322107553620108,
|
| 376 |
+
"pck20": 0.928388746803068,
|
| 377 |
+
"lr": 0.000011346645506708726
|
| 378 |
+
},
|
| 379 |
+
{
|
| 380 |
+
"epoch": 43,
|
| 381 |
+
"loss": 0.08482218876088875,
|
| 382 |
+
"boneLoss": 0.0076320660048834164,
|
| 383 |
+
"temporalLoss": 0,
|
| 384 |
+
"evalLoss": 0.08260210233693983,
|
| 385 |
+
"pck20": 0.9292412617220792,
|
| 386 |
+
"lr": 0.000009079212624098965
|
| 387 |
+
},
|
| 388 |
+
{
|
| 389 |
+
"epoch": 44,
|
| 390 |
+
"loss": 0.08466924374919721,
|
| 391 |
+
"boneLoss": 0.007591246856100821,
|
| 392 |
+
"temporalLoss": 0,
|
| 393 |
+
"evalLoss": 0.08220475184589006,
|
| 394 |
+
"pck20": 0.9292412617220792,
|
| 395 |
+
"lr": 0.000006928270552793279
|
| 396 |
+
},
|
| 397 |
+
{
|
| 398 |
+
"epoch": 45,
|
| 399 |
+
"loss": 0.08372166327234049,
|
| 400 |
+
"boneLoss": 0.007556008480447692,
|
| 401 |
+
"temporalLoss": 0,
|
| 402 |
+
"evalLoss": 0.08194887303484837,
|
| 403 |
+
"pck20": 0.9292412617220792,
|
| 404 |
+
"lr": 0.000004967067045259296
|
| 405 |
+
},
|
| 406 |
+
{
|
| 407 |
+
"epoch": 46,
|
| 408 |
+
"loss": 0.08351445528236756,
|
| 409 |
+
"boneLoss": 0.007548495414354707,
|
| 410 |
+
"temporalLoss": 0,
|
| 411 |
+
"evalLoss": 0.08170149165016606,
|
| 412 |
+
"pck20": 0.9292412617220792,
|
| 413 |
+
"lr": 0.0000032623885347417586
|
| 414 |
+
},
|
| 415 |
+
{
|
| 416 |
+
"epoch": 47,
|
| 417 |
+
"loss": 0.08341810004822017,
|
| 418 |
+
"boneLoss": 0.007546424241410138,
|
| 419 |
+
"temporalLoss": 0,
|
| 420 |
+
"evalLoss": 0.08158904121000707,
|
| 421 |
+
"pck20": 0.9292412617220792,
|
| 422 |
+
"lr": 0.0000018722858033798252
|
| 423 |
+
},
|
| 424 |
+
{
|
| 425 |
+
"epoch": 48,
|
| 426 |
+
"loss": 0.08368925729745821,
|
| 427 |
+
"boneLoss": 0.007544776057062225,
|
| 428 |
+
"temporalLoss": 0,
|
| 429 |
+
"evalLoss": 0.08154689865199782,
|
| 430 |
+
"pck20": 0.9292412617220792,
|
| 431 |
+
"lr": 8.440971324455538e-7
|
| 432 |
+
},
|
| 433 |
+
{
|
| 434 |
+
"epoch": 49,
|
| 435 |
+
"loss": 0.08322168186510166,
|
| 436 |
+
"boneLoss": 0.007544423146452779,
|
| 437 |
+
"temporalLoss": 0,
|
| 438 |
+
"evalLoss": 0.0815356110051266,
|
| 439 |
+
"pck20": 0.9292412617220792,
|
| 440 |
+
"lr": 2.128362539512277e-7
|
| 441 |
+
}
|
| 442 |
+
]
|
| 443 |
+
}
|
| 444 |
+
]
|
| 445 |
+
}
|