Upload folder using huggingface_hub
Browse files- runs_v7_pseudo/fold_0/best.pth +3 -0
- runs_v7_pseudo/fold_0/log.json +422 -0
- runs_v7_pseudo/fold_1/best.pth +3 -0
- runs_v7_pseudo/fold_1/log.json +422 -0
- runs_v7_pseudo/fold_2/best.pth +3 -0
- runs_v7_pseudo/fold_2/log.json +422 -0
- runs_v7_pseudo/fold_3/best.pth +3 -0
- runs_v7_pseudo/fold_3/log.json +422 -0
- runs_v7_pseudo/fold_4/best.pth +3 -0
- runs_v7_pseudo/fold_4/log.json +422 -0
runs_v7_pseudo/fold_0/best.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ce768418cfd18fad8cac98eb7d77b8a355a7fa8ee615028eee0c04a0fee84e5c
|
| 3 |
+
size 125617472
|
runs_v7_pseudo/fold_0/log.json
ADDED
|
@@ -0,0 +1,422 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"epoch": 0,
|
| 4 |
+
"loss": 0.5594120580184309,
|
| 5 |
+
"val_bg": 0.8719007503478436,
|
| 6 |
+
"val_fg": 0.5099751692900899,
|
| 7 |
+
"val_miou": 0.6909379598189668
|
| 8 |
+
},
|
| 9 |
+
{
|
| 10 |
+
"epoch": 1,
|
| 11 |
+
"loss": 0.3553789110877846,
|
| 12 |
+
"val_bg": 0.8748486140615569,
|
| 13 |
+
"val_fg": 0.5246912946250607,
|
| 14 |
+
"val_miou": 0.6997699543433088
|
| 15 |
+
},
|
| 16 |
+
{
|
| 17 |
+
"epoch": 2,
|
| 18 |
+
"loss": 0.3367062309120275,
|
| 19 |
+
"val_bg": 0.8821952789850327,
|
| 20 |
+
"val_fg": 0.5295988121897646,
|
| 21 |
+
"val_miou": 0.7058970455873986
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"epoch": 3,
|
| 25 |
+
"loss": 0.336251110027108,
|
| 26 |
+
"val_bg": 0.886866131759711,
|
| 27 |
+
"val_fg": 0.550658419623222,
|
| 28 |
+
"val_miou": 0.7187622756914664
|
| 29 |
+
},
|
| 30 |
+
{
|
| 31 |
+
"epoch": 4,
|
| 32 |
+
"loss": 0.3215962422044971,
|
| 33 |
+
"val_bg": 0.8707967379821637,
|
| 34 |
+
"val_fg": 0.5220761223765789,
|
| 35 |
+
"val_miou": 0.6964364301793713
|
| 36 |
+
},
|
| 37 |
+
{
|
| 38 |
+
"epoch": 5,
|
| 39 |
+
"loss": 0.31153950510145745,
|
| 40 |
+
"val_bg": 0.8745059109442516,
|
| 41 |
+
"val_fg": 0.5412449556351826,
|
| 42 |
+
"val_miou": 0.707875433289717
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"epoch": 6,
|
| 46 |
+
"loss": 0.32575336777711217,
|
| 47 |
+
"val_bg": 0.8817469914621645,
|
| 48 |
+
"val_fg": 0.5426340585696643,
|
| 49 |
+
"val_miou": 0.7121905250159144
|
| 50 |
+
},
|
| 51 |
+
{
|
| 52 |
+
"epoch": 7,
|
| 53 |
+
"loss": 0.3055128438186042,
|
| 54 |
+
"val_bg": 0.8809555021359777,
|
| 55 |
+
"val_fg": 0.5432572363015438,
|
| 56 |
+
"val_miou": 0.7121063692187608
|
| 57 |
+
},
|
| 58 |
+
{
|
| 59 |
+
"epoch": 8,
|
| 60 |
+
"loss": 0.3079645626152618,
|
| 61 |
+
"val_bg": 0.8906293233845155,
|
| 62 |
+
"val_fg": 0.5615458194508809,
|
| 63 |
+
"val_miou": 0.7260875714176982
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"epoch": 9,
|
| 67 |
+
"loss": 0.29378407457961314,
|
| 68 |
+
"val_bg": 0.8904141644858031,
|
| 69 |
+
"val_fg": 0.5549818329485864,
|
| 70 |
+
"val_miou": 0.7226979987171948
|
| 71 |
+
},
|
| 72 |
+
{
|
| 73 |
+
"epoch": 10,
|
| 74 |
+
"loss": 0.2969232497713234,
|
| 75 |
+
"val_bg": 0.883676115367492,
|
| 76 |
+
"val_fg": 0.551979450336138,
|
| 77 |
+
"val_miou": 0.717827782851815
|
| 78 |
+
},
|
| 79 |
+
{
|
| 80 |
+
"epoch": 11,
|
| 81 |
+
"loss": 0.27960662939880465,
|
| 82 |
+
"val_bg": 0.8954291921319865,
|
| 83 |
+
"val_fg": 0.5801415590834483,
|
| 84 |
+
"val_miou": 0.7377853756077174
|
| 85 |
+
},
|
| 86 |
+
{
|
| 87 |
+
"epoch": 12,
|
| 88 |
+
"loss": 0.26617116697981386,
|
| 89 |
+
"val_bg": 0.8845051305145555,
|
| 90 |
+
"val_fg": 0.5716832842777845,
|
| 91 |
+
"val_miou": 0.72809420739617
|
| 92 |
+
},
|
| 93 |
+
{
|
| 94 |
+
"epoch": 13,
|
| 95 |
+
"loss": 0.2526811048199859,
|
| 96 |
+
"val_bg": 0.8990035195255845,
|
| 97 |
+
"val_fg": 0.5956233961911329,
|
| 98 |
+
"val_miou": 0.7473134578583587
|
| 99 |
+
},
|
| 100 |
+
{
|
| 101 |
+
"epoch": 14,
|
| 102 |
+
"loss": 0.2516763621493231,
|
| 103 |
+
"val_bg": 0.9003454228697194,
|
| 104 |
+
"val_fg": 0.5899521705708756,
|
| 105 |
+
"val_miou": 0.7451487967202974
|
| 106 |
+
},
|
| 107 |
+
{
|
| 108 |
+
"epoch": 15,
|
| 109 |
+
"loss": 0.2528052337561982,
|
| 110 |
+
"val_bg": 0.8983744933226722,
|
| 111 |
+
"val_fg": 0.5952418226687035,
|
| 112 |
+
"val_miou": 0.7468081579956878
|
| 113 |
+
},
|
| 114 |
+
{
|
| 115 |
+
"epoch": 16,
|
| 116 |
+
"loss": 0.25066315599634675,
|
| 117 |
+
"val_bg": 0.907906700816141,
|
| 118 |
+
"val_fg": 0.6229498976543476,
|
| 119 |
+
"val_miou": 0.7654282992352444
|
| 120 |
+
},
|
| 121 |
+
{
|
| 122 |
+
"epoch": 17,
|
| 123 |
+
"loss": 0.242183484608614,
|
| 124 |
+
"val_bg": 0.9068340517282469,
|
| 125 |
+
"val_fg": 0.6249731333158213,
|
| 126 |
+
"val_miou": 0.7659035925220341
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"epoch": 18,
|
| 130 |
+
"loss": 0.23094164966782438,
|
| 131 |
+
"val_bg": 0.9086269428831221,
|
| 132 |
+
"val_fg": 0.622186297273472,
|
| 133 |
+
"val_miou": 0.765406620078297
|
| 134 |
+
},
|
| 135 |
+
{
|
| 136 |
+
"epoch": 19,
|
| 137 |
+
"loss": 0.23282681914824474,
|
| 138 |
+
"val_bg": 0.9068072757876824,
|
| 139 |
+
"val_fg": 0.6386507065363428,
|
| 140 |
+
"val_miou": 0.7727289911620125
|
| 141 |
+
},
|
| 142 |
+
{
|
| 143 |
+
"epoch": 20,
|
| 144 |
+
"loss": 0.2283537902786762,
|
| 145 |
+
"val_bg": 0.902898556682555,
|
| 146 |
+
"val_fg": 0.6173520089521622,
|
| 147 |
+
"val_miou": 0.7601252828173586
|
| 148 |
+
},
|
| 149 |
+
{
|
| 150 |
+
"epoch": 21,
|
| 151 |
+
"loss": 0.22195018790190732,
|
| 152 |
+
"val_bg": 0.9137127700914114,
|
| 153 |
+
"val_fg": 0.6514157672731714,
|
| 154 |
+
"val_miou": 0.7825642686822913
|
| 155 |
+
},
|
| 156 |
+
{
|
| 157 |
+
"epoch": 22,
|
| 158 |
+
"loss": 0.21326022057593624,
|
| 159 |
+
"val_bg": 0.8985718487120641,
|
| 160 |
+
"val_fg": 0.6108061023741772,
|
| 161 |
+
"val_miou": 0.7546889755431206
|
| 162 |
+
},
|
| 163 |
+
{
|
| 164 |
+
"epoch": 23,
|
| 165 |
+
"loss": 0.21863392410399038,
|
| 166 |
+
"val_bg": 0.9115092673047751,
|
| 167 |
+
"val_fg": 0.6589946024195752,
|
| 168 |
+
"val_miou": 0.7852519348621751
|
| 169 |
+
},
|
| 170 |
+
{
|
| 171 |
+
"epoch": 24,
|
| 172 |
+
"loss": 0.20767657439919968,
|
| 173 |
+
"val_bg": 0.9114806755599795,
|
| 174 |
+
"val_fg": 0.6509050184018487,
|
| 175 |
+
"val_miou": 0.7811928469809141
|
| 176 |
+
},
|
| 177 |
+
{
|
| 178 |
+
"epoch": 25,
|
| 179 |
+
"loss": 0.20231763056561916,
|
| 180 |
+
"val_bg": 0.9129435911726312,
|
| 181 |
+
"val_fg": 0.6541914614467162,
|
| 182 |
+
"val_miou": 0.7835675263096737
|
| 183 |
+
},
|
| 184 |
+
{
|
| 185 |
+
"epoch": 26,
|
| 186 |
+
"loss": 0.20330390371853793,
|
| 187 |
+
"val_bg": 0.9163360259884236,
|
| 188 |
+
"val_fg": 0.6673972957342711,
|
| 189 |
+
"val_miou": 0.7918666608613474
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"epoch": 27,
|
| 193 |
+
"loss": 0.19367047088055672,
|
| 194 |
+
"val_bg": 0.9184245037337213,
|
| 195 |
+
"val_fg": 0.6684159167490263,
|
| 196 |
+
"val_miou": 0.7934202102413739
|
| 197 |
+
},
|
| 198 |
+
{
|
| 199 |
+
"epoch": 28,
|
| 200 |
+
"loss": 0.1896368278355538,
|
| 201 |
+
"val_bg": 0.918377634624336,
|
| 202 |
+
"val_fg": 0.6734837819859555,
|
| 203 |
+
"val_miou": 0.7959307083051457
|
| 204 |
+
},
|
| 205 |
+
{
|
| 206 |
+
"epoch": 29,
|
| 207 |
+
"loss": 0.1830071219349209,
|
| 208 |
+
"val_bg": 0.9123223156402132,
|
| 209 |
+
"val_fg": 0.6594623025050158,
|
| 210 |
+
"val_miou": 0.7858923090726144
|
| 211 |
+
},
|
| 212 |
+
{
|
| 213 |
+
"epoch": 30,
|
| 214 |
+
"loss": 0.17997910393567024,
|
| 215 |
+
"val_bg": 0.9225649686594792,
|
| 216 |
+
"val_fg": 0.6987493859514565,
|
| 217 |
+
"val_miou": 0.8106571773054678
|
| 218 |
+
},
|
| 219 |
+
{
|
| 220 |
+
"epoch": 31,
|
| 221 |
+
"loss": 0.17633324352246296,
|
| 222 |
+
"val_bg": 0.9208967067591567,
|
| 223 |
+
"val_fg": 0.6828861436203582,
|
| 224 |
+
"val_miou": 0.8018914251897574
|
| 225 |
+
},
|
| 226 |
+
{
|
| 227 |
+
"epoch": 32,
|
| 228 |
+
"loss": 0.17385640278269973,
|
| 229 |
+
"val_bg": 0.9192880446737834,
|
| 230 |
+
"val_fg": 0.6893352866854391,
|
| 231 |
+
"val_miou": 0.8043116656796112
|
| 232 |
+
},
|
| 233 |
+
{
|
| 234 |
+
"epoch": 33,
|
| 235 |
+
"loss": 0.17567499557250663,
|
| 236 |
+
"val_bg": 0.9242911489957493,
|
| 237 |
+
"val_fg": 0.694613247784593,
|
| 238 |
+
"val_miou": 0.8094521983901711
|
| 239 |
+
},
|
| 240 |
+
{
|
| 241 |
+
"epoch": 34,
|
| 242 |
+
"loss": 0.16284173887364473,
|
| 243 |
+
"val_bg": 0.9238309564398187,
|
| 244 |
+
"val_fg": 0.6952584324819889,
|
| 245 |
+
"val_miou": 0.8095446944609038
|
| 246 |
+
},
|
| 247 |
+
{
|
| 248 |
+
"epoch": 35,
|
| 249 |
+
"loss": 0.16525433910421178,
|
| 250 |
+
"val_bg": 0.9215710226484062,
|
| 251 |
+
"val_fg": 0.690700054179836,
|
| 252 |
+
"val_miou": 0.8061355384141211
|
| 253 |
+
},
|
| 254 |
+
{
|
| 255 |
+
"epoch": 36,
|
| 256 |
+
"loss": 0.1603089501208897,
|
| 257 |
+
"val_bg": 0.9205012750993389,
|
| 258 |
+
"val_fg": 0.7046667587652529,
|
| 259 |
+
"val_miou": 0.8125840169322959
|
| 260 |
+
},
|
| 261 |
+
{
|
| 262 |
+
"epoch": 37,
|
| 263 |
+
"loss": 0.16831056547315815,
|
| 264 |
+
"val_bg": 0.9224606985144027,
|
| 265 |
+
"val_fg": 0.698093701490273,
|
| 266 |
+
"val_miou": 0.8102772000023379
|
| 267 |
+
},
|
| 268 |
+
{
|
| 269 |
+
"epoch": 38,
|
| 270 |
+
"loss": 0.16072001968380772,
|
| 271 |
+
"val_bg": 0.9237955380549695,
|
| 272 |
+
"val_fg": 0.704271071622557,
|
| 273 |
+
"val_miou": 0.8140333048387632
|
| 274 |
+
},
|
| 275 |
+
{
|
| 276 |
+
"epoch": 39,
|
| 277 |
+
"loss": 0.15866541447518748,
|
| 278 |
+
"val_bg": 0.9240800245869678,
|
| 279 |
+
"val_fg": 0.7078569952115445,
|
| 280 |
+
"val_miou": 0.8159685098992562
|
| 281 |
+
},
|
| 282 |
+
{
|
| 283 |
+
"epoch": 40,
|
| 284 |
+
"loss": 0.15427376433641096,
|
| 285 |
+
"val_bg": 0.9240238398972482,
|
| 286 |
+
"val_fg": 0.7054386237646206,
|
| 287 |
+
"val_miou": 0.8147312318309344
|
| 288 |
+
},
|
| 289 |
+
{
|
| 290 |
+
"epoch": 41,
|
| 291 |
+
"loss": 0.1535296251502218,
|
| 292 |
+
"val_bg": 0.9212795616743724,
|
| 293 |
+
"val_fg": 0.7053897186872042,
|
| 294 |
+
"val_miou": 0.8133346401807884
|
| 295 |
+
},
|
| 296 |
+
{
|
| 297 |
+
"epoch": 42,
|
| 298 |
+
"loss": 0.1609397695600232,
|
| 299 |
+
"val_bg": 0.9235947748017,
|
| 300 |
+
"val_fg": 0.6992444546561846,
|
| 301 |
+
"val_miou": 0.8114196147289423
|
| 302 |
+
},
|
| 303 |
+
{
|
| 304 |
+
"epoch": 43,
|
| 305 |
+
"loss": 0.15398220972547047,
|
| 306 |
+
"val_bg": 0.926605262170333,
|
| 307 |
+
"val_fg": 0.7165176499065996,
|
| 308 |
+
"val_miou": 0.8215614560384663
|
| 309 |
+
},
|
| 310 |
+
{
|
| 311 |
+
"epoch": 44,
|
| 312 |
+
"loss": 0.1455585288850567,
|
| 313 |
+
"val_bg": 0.9268733741962597,
|
| 314 |
+
"val_fg": 0.7197107432504012,
|
| 315 |
+
"val_miou": 0.8232920587233304
|
| 316 |
+
},
|
| 317 |
+
{
|
| 318 |
+
"epoch": 45,
|
| 319 |
+
"loss": 0.1479246297591849,
|
| 320 |
+
"val_bg": 0.9258569516658356,
|
| 321 |
+
"val_fg": 0.715833755612694,
|
| 322 |
+
"val_miou": 0.8208453536392648
|
| 323 |
+
},
|
| 324 |
+
{
|
| 325 |
+
"epoch": 46,
|
| 326 |
+
"loss": 0.1387428377248064,
|
| 327 |
+
"val_bg": 0.9265370130580614,
|
| 328 |
+
"val_fg": 0.727324779915708,
|
| 329 |
+
"val_miou": 0.8269308964868847
|
| 330 |
+
},
|
| 331 |
+
{
|
| 332 |
+
"epoch": 47,
|
| 333 |
+
"loss": 0.14205849378169338,
|
| 334 |
+
"val_bg": 0.9268973101525435,
|
| 335 |
+
"val_fg": 0.7188450971605349,
|
| 336 |
+
"val_miou": 0.8228712036565392
|
| 337 |
+
},
|
| 338 |
+
{
|
| 339 |
+
"epoch": 48,
|
| 340 |
+
"loss": 0.13602477802505977,
|
| 341 |
+
"val_bg": 0.9282081438605954,
|
| 342 |
+
"val_fg": 0.725082594486384,
|
| 343 |
+
"val_miou": 0.8266453691734896
|
| 344 |
+
},
|
| 345 |
+
{
|
| 346 |
+
"epoch": 49,
|
| 347 |
+
"loss": 0.13837684879574594,
|
| 348 |
+
"val_bg": 0.9278573863065568,
|
| 349 |
+
"val_fg": 0.724131758998042,
|
| 350 |
+
"val_miou": 0.8259945726522995
|
| 351 |
+
},
|
| 352 |
+
{
|
| 353 |
+
"epoch": 50,
|
| 354 |
+
"loss": 0.13192986102798318,
|
| 355 |
+
"val_bg": 0.9279282080783524,
|
| 356 |
+
"val_fg": 0.7240624076976822,
|
| 357 |
+
"val_miou": 0.8259953078880173
|
| 358 |
+
},
|
| 359 |
+
{
|
| 360 |
+
"epoch": 51,
|
| 361 |
+
"loss": 0.13514539363640773,
|
| 362 |
+
"val_bg": 0.9285164143798432,
|
| 363 |
+
"val_fg": 0.7256500228004412,
|
| 364 |
+
"val_miou": 0.8270832185901422
|
| 365 |
+
},
|
| 366 |
+
{
|
| 367 |
+
"epoch": 52,
|
| 368 |
+
"loss": 0.1302986757098874,
|
| 369 |
+
"val_bg": 0.9294955180999602,
|
| 370 |
+
"val_fg": 0.727646112915241,
|
| 371 |
+
"val_miou": 0.8285708155076006
|
| 372 |
+
},
|
| 373 |
+
{
|
| 374 |
+
"epoch": 53,
|
| 375 |
+
"loss": 0.13149663853117183,
|
| 376 |
+
"val_bg": 0.9298902506682655,
|
| 377 |
+
"val_fg": 0.732931894906448,
|
| 378 |
+
"val_miou": 0.8314110727873567
|
| 379 |
+
},
|
| 380 |
+
{
|
| 381 |
+
"epoch": 54,
|
| 382 |
+
"loss": 0.13151527846915811,
|
| 383 |
+
"val_bg": 0.9296858513765819,
|
| 384 |
+
"val_fg": 0.7285806770147856,
|
| 385 |
+
"val_miou": 0.8291332641956837
|
| 386 |
+
},
|
| 387 |
+
{
|
| 388 |
+
"epoch": 55,
|
| 389 |
+
"loss": 0.13037534718272054,
|
| 390 |
+
"val_bg": 0.9313866261751558,
|
| 391 |
+
"val_fg": 0.729015579080546,
|
| 392 |
+
"val_miou": 0.8302011026278509
|
| 393 |
+
},
|
| 394 |
+
{
|
| 395 |
+
"epoch": 56,
|
| 396 |
+
"loss": 0.12680283575495588,
|
| 397 |
+
"val_bg": 0.9314568308814606,
|
| 398 |
+
"val_fg": 0.7298187981871148,
|
| 399 |
+
"val_miou": 0.8306378145342876
|
| 400 |
+
},
|
| 401 |
+
{
|
| 402 |
+
"epoch": 57,
|
| 403 |
+
"loss": 0.1277441189070291,
|
| 404 |
+
"val_bg": 0.9311998518805412,
|
| 405 |
+
"val_fg": 0.7313033947232559,
|
| 406 |
+
"val_miou": 0.8312516233018985
|
| 407 |
+
},
|
| 408 |
+
{
|
| 409 |
+
"epoch": 58,
|
| 410 |
+
"loss": 0.12797880219885066,
|
| 411 |
+
"val_bg": 0.9318906459110841,
|
| 412 |
+
"val_fg": 0.7331706030860047,
|
| 413 |
+
"val_miou": 0.8325306244985444
|
| 414 |
+
},
|
| 415 |
+
{
|
| 416 |
+
"epoch": 59,
|
| 417 |
+
"loss": 0.12822006105244915,
|
| 418 |
+
"val_bg": 0.9327293715367777,
|
| 419 |
+
"val_fg": 0.7332274210188394,
|
| 420 |
+
"val_miou": 0.8329783962778086
|
| 421 |
+
}
|
| 422 |
+
]
|
runs_v7_pseudo/fold_1/best.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ae8360cf7554eaa048da0d19fa1c30e0f9b846a4592246fc880ef451a84e5610
|
| 3 |
+
size 125617472
|
runs_v7_pseudo/fold_1/log.json
ADDED
|
@@ -0,0 +1,422 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"epoch": 0,
|
| 4 |
+
"loss": 0.4987297831456872,
|
| 5 |
+
"val_bg": 0.8597940075786302,
|
| 6 |
+
"val_fg": 0.5378098332721756,
|
| 7 |
+
"val_miou": 0.6988019204254029
|
| 8 |
+
},
|
| 9 |
+
{
|
| 10 |
+
"epoch": 1,
|
| 11 |
+
"loss": 0.3463114805613892,
|
| 12 |
+
"val_bg": 0.8541394208844408,
|
| 13 |
+
"val_fg": 0.530594223608085,
|
| 14 |
+
"val_miou": 0.6923668222462629
|
| 15 |
+
},
|
| 16 |
+
{
|
| 17 |
+
"epoch": 2,
|
| 18 |
+
"loss": 0.3423055234966399,
|
| 19 |
+
"val_bg": 0.8581345220671146,
|
| 20 |
+
"val_fg": 0.5543661831399315,
|
| 21 |
+
"val_miou": 0.7062503526035231
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"epoch": 3,
|
| 25 |
+
"loss": 0.3248644546617436,
|
| 26 |
+
"val_bg": 0.8690916904030748,
|
| 27 |
+
"val_fg": 0.5615243306873988,
|
| 28 |
+
"val_miou": 0.7153080105452367
|
| 29 |
+
},
|
| 30 |
+
{
|
| 31 |
+
"epoch": 4,
|
| 32 |
+
"loss": 0.3103023292143134,
|
| 33 |
+
"val_bg": 0.873196532758828,
|
| 34 |
+
"val_fg": 0.5793743657481955,
|
| 35 |
+
"val_miou": 0.7262854492535118
|
| 36 |
+
},
|
| 37 |
+
{
|
| 38 |
+
"epoch": 5,
|
| 39 |
+
"loss": 0.3021806753888915,
|
| 40 |
+
"val_bg": 0.8738895134624213,
|
| 41 |
+
"val_fg": 0.585381873949301,
|
| 42 |
+
"val_miou": 0.7296356937058611
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"epoch": 6,
|
| 46 |
+
"loss": 0.29081660188451597,
|
| 47 |
+
"val_bg": 0.8780925996519761,
|
| 48 |
+
"val_fg": 0.5925069832730889,
|
| 49 |
+
"val_miou": 0.7352997914625325
|
| 50 |
+
},
|
| 51 |
+
{
|
| 52 |
+
"epoch": 7,
|
| 53 |
+
"loss": 0.2801813617160049,
|
| 54 |
+
"val_bg": 0.8790557672303315,
|
| 55 |
+
"val_fg": 0.5964067239663063,
|
| 56 |
+
"val_miou": 0.7377312455983189
|
| 57 |
+
},
|
| 58 |
+
{
|
| 59 |
+
"epoch": 8,
|
| 60 |
+
"loss": 0.28018846956989435,
|
| 61 |
+
"val_bg": 0.8792732837935944,
|
| 62 |
+
"val_fg": 0.5879218889376371,
|
| 63 |
+
"val_miou": 0.7335975863656157
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"epoch": 9,
|
| 67 |
+
"loss": 0.27883339852471895,
|
| 68 |
+
"val_bg": 0.8822108537777588,
|
| 69 |
+
"val_fg": 0.6109028247253285,
|
| 70 |
+
"val_miou": 0.7465568392515436
|
| 71 |
+
},
|
| 72 |
+
{
|
| 73 |
+
"epoch": 10,
|
| 74 |
+
"loss": 0.2725621940968912,
|
| 75 |
+
"val_bg": 0.8749137409114299,
|
| 76 |
+
"val_fg": 0.5653711640067306,
|
| 77 |
+
"val_miou": 0.7201424524590803
|
| 78 |
+
},
|
| 79 |
+
{
|
| 80 |
+
"epoch": 11,
|
| 81 |
+
"loss": 0.26797594205488134,
|
| 82 |
+
"val_bg": 0.8773736806759355,
|
| 83 |
+
"val_fg": 0.6104133276046687,
|
| 84 |
+
"val_miou": 0.7438935041403021
|
| 85 |
+
},
|
| 86 |
+
{
|
| 87 |
+
"epoch": 12,
|
| 88 |
+
"loss": 0.26849736386462103,
|
| 89 |
+
"val_bg": 0.8703593281219474,
|
| 90 |
+
"val_fg": 0.613837157169781,
|
| 91 |
+
"val_miou": 0.7420982426458642
|
| 92 |
+
},
|
| 93 |
+
{
|
| 94 |
+
"epoch": 13,
|
| 95 |
+
"loss": 0.241631606711617,
|
| 96 |
+
"val_bg": 0.8869003414590017,
|
| 97 |
+
"val_fg": 0.6315036320082207,
|
| 98 |
+
"val_miou": 0.7592019867336112
|
| 99 |
+
},
|
| 100 |
+
{
|
| 101 |
+
"epoch": 14,
|
| 102 |
+
"loss": 0.2363754088365579,
|
| 103 |
+
"val_bg": 0.8864192030766284,
|
| 104 |
+
"val_fg": 0.6511561521233107,
|
| 105 |
+
"val_miou": 0.7687876775999696
|
| 106 |
+
},
|
| 107 |
+
{
|
| 108 |
+
"epoch": 15,
|
| 109 |
+
"loss": 0.23229103054426894,
|
| 110 |
+
"val_bg": 0.8968589132614921,
|
| 111 |
+
"val_fg": 0.6630814215746096,
|
| 112 |
+
"val_miou": 0.7799701674180508
|
| 113 |
+
},
|
| 114 |
+
{
|
| 115 |
+
"epoch": 16,
|
| 116 |
+
"loss": 0.22421356564081169,
|
| 117 |
+
"val_bg": 0.8827545758657707,
|
| 118 |
+
"val_fg": 0.6150026131853931,
|
| 119 |
+
"val_miou": 0.7488785945255818
|
| 120 |
+
},
|
| 121 |
+
{
|
| 122 |
+
"epoch": 17,
|
| 123 |
+
"loss": 0.2305162015217769,
|
| 124 |
+
"val_bg": 0.8956614212197122,
|
| 125 |
+
"val_fg": 0.6602014796925618,
|
| 126 |
+
"val_miou": 0.777931450456137
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"epoch": 18,
|
| 130 |
+
"loss": 0.218556723074068,
|
| 131 |
+
"val_bg": 0.8936771394321908,
|
| 132 |
+
"val_fg": 0.6660262000294798,
|
| 133 |
+
"val_miou": 0.7798516697308353
|
| 134 |
+
},
|
| 135 |
+
{
|
| 136 |
+
"epoch": 19,
|
| 137 |
+
"loss": 0.2153528477949432,
|
| 138 |
+
"val_bg": 0.902334229219537,
|
| 139 |
+
"val_fg": 0.6742538026240695,
|
| 140 |
+
"val_miou": 0.7882940159218033
|
| 141 |
+
},
|
| 142 |
+
{
|
| 143 |
+
"epoch": 20,
|
| 144 |
+
"loss": 0.20702715576449526,
|
| 145 |
+
"val_bg": 0.883723953536744,
|
| 146 |
+
"val_fg": 0.6437501904776706,
|
| 147 |
+
"val_miou": 0.7637370720072073
|
| 148 |
+
},
|
| 149 |
+
{
|
| 150 |
+
"epoch": 21,
|
| 151 |
+
"loss": 0.20380697069288808,
|
| 152 |
+
"val_bg": 0.9011238226510846,
|
| 153 |
+
"val_fg": 0.6867873673396554,
|
| 154 |
+
"val_miou": 0.79395559499537
|
| 155 |
+
},
|
| 156 |
+
{
|
| 157 |
+
"epoch": 22,
|
| 158 |
+
"loss": 0.19818879465890837,
|
| 159 |
+
"val_bg": 0.9080971691941397,
|
| 160 |
+
"val_fg": 0.6946399384164114,
|
| 161 |
+
"val_miou": 0.8013685538052755
|
| 162 |
+
},
|
| 163 |
+
{
|
| 164 |
+
"epoch": 23,
|
| 165 |
+
"loss": 0.19694466653126705,
|
| 166 |
+
"val_bg": 0.9052379901713181,
|
| 167 |
+
"val_fg": 0.6955346250343702,
|
| 168 |
+
"val_miou": 0.8003863076028441
|
| 169 |
+
},
|
| 170 |
+
{
|
| 171 |
+
"epoch": 24,
|
| 172 |
+
"loss": 0.19152827589194985,
|
| 173 |
+
"val_bg": 0.8999636313286876,
|
| 174 |
+
"val_fg": 0.6762046472603018,
|
| 175 |
+
"val_miou": 0.7880841392944947
|
| 176 |
+
},
|
| 177 |
+
{
|
| 178 |
+
"epoch": 25,
|
| 179 |
+
"loss": 0.19732896436618852,
|
| 180 |
+
"val_bg": 0.9089673551505592,
|
| 181 |
+
"val_fg": 0.7026279579447509,
|
| 182 |
+
"val_miou": 0.805797656547655
|
| 183 |
+
},
|
| 184 |
+
{
|
| 185 |
+
"epoch": 26,
|
| 186 |
+
"loss": 0.19038832602621633,
|
| 187 |
+
"val_bg": 0.9124582040232845,
|
| 188 |
+
"val_fg": 0.7157438740921467,
|
| 189 |
+
"val_miou": 0.8141010390577156
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"epoch": 27,
|
| 193 |
+
"loss": 0.1865601020900509,
|
| 194 |
+
"val_bg": 0.9106550974306148,
|
| 195 |
+
"val_fg": 0.7051246055355109,
|
| 196 |
+
"val_miou": 0.8078898514830628
|
| 197 |
+
},
|
| 198 |
+
{
|
| 199 |
+
"epoch": 28,
|
| 200 |
+
"loss": 0.18626175000320508,
|
| 201 |
+
"val_bg": 0.9141751712319213,
|
| 202 |
+
"val_fg": 0.7211375659186052,
|
| 203 |
+
"val_miou": 0.8176563685752632
|
| 204 |
+
},
|
| 205 |
+
{
|
| 206 |
+
"epoch": 29,
|
| 207 |
+
"loss": 0.18010737916714029,
|
| 208 |
+
"val_bg": 0.9119435680597275,
|
| 209 |
+
"val_fg": 0.7107300263726329,
|
| 210 |
+
"val_miou": 0.8113367972161802
|
| 211 |
+
},
|
| 212 |
+
{
|
| 213 |
+
"epoch": 30,
|
| 214 |
+
"loss": 0.17903219465213485,
|
| 215 |
+
"val_bg": 0.910188350967185,
|
| 216 |
+
"val_fg": 0.7121988113654474,
|
| 217 |
+
"val_miou": 0.8111935811663162
|
| 218 |
+
},
|
| 219 |
+
{
|
| 220 |
+
"epoch": 31,
|
| 221 |
+
"loss": 0.17547253717350053,
|
| 222 |
+
"val_bg": 0.9079259606044133,
|
| 223 |
+
"val_fg": 0.7169782769531838,
|
| 224 |
+
"val_miou": 0.8124521187787985
|
| 225 |
+
},
|
| 226 |
+
{
|
| 227 |
+
"epoch": 32,
|
| 228 |
+
"loss": 0.1677322813981696,
|
| 229 |
+
"val_bg": 0.9153112595321441,
|
| 230 |
+
"val_fg": 0.7221452616621677,
|
| 231 |
+
"val_miou": 0.818728260597156
|
| 232 |
+
},
|
| 233 |
+
{
|
| 234 |
+
"epoch": 33,
|
| 235 |
+
"loss": 0.16724974756376654,
|
| 236 |
+
"val_bg": 0.9120955600011004,
|
| 237 |
+
"val_fg": 0.7110252869044976,
|
| 238 |
+
"val_miou": 0.811560423452799
|
| 239 |
+
},
|
| 240 |
+
{
|
| 241 |
+
"epoch": 34,
|
| 242 |
+
"loss": 0.16296954452991486,
|
| 243 |
+
"val_bg": 0.9200911289345537,
|
| 244 |
+
"val_fg": 0.7276297782034838,
|
| 245 |
+
"val_miou": 0.8238604535690188
|
| 246 |
+
},
|
| 247 |
+
{
|
| 248 |
+
"epoch": 35,
|
| 249 |
+
"loss": 0.15804906642135186,
|
| 250 |
+
"val_bg": 0.9129192319918672,
|
| 251 |
+
"val_fg": 0.7305651183814339,
|
| 252 |
+
"val_miou": 0.8217421751866505
|
| 253 |
+
},
|
| 254 |
+
{
|
| 255 |
+
"epoch": 36,
|
| 256 |
+
"loss": 0.15675092243318317,
|
| 257 |
+
"val_bg": 0.9158198197466874,
|
| 258 |
+
"val_fg": 0.7190651084990719,
|
| 259 |
+
"val_miou": 0.8174424641228797
|
| 260 |
+
},
|
| 261 |
+
{
|
| 262 |
+
"epoch": 37,
|
| 263 |
+
"loss": 0.1580662142626847,
|
| 264 |
+
"val_bg": 0.917583027762106,
|
| 265 |
+
"val_fg": 0.7291248416046865,
|
| 266 |
+
"val_miou": 0.8233539346833962
|
| 267 |
+
},
|
| 268 |
+
{
|
| 269 |
+
"epoch": 38,
|
| 270 |
+
"loss": 0.14965164444491832,
|
| 271 |
+
"val_bg": 0.9175329038847914,
|
| 272 |
+
"val_fg": 0.7293541126941514,
|
| 273 |
+
"val_miou": 0.8234435082894713
|
| 274 |
+
},
|
| 275 |
+
{
|
| 276 |
+
"epoch": 39,
|
| 277 |
+
"loss": 0.1525748114608511,
|
| 278 |
+
"val_bg": 0.9210500348327646,
|
| 279 |
+
"val_fg": 0.7370952302949997,
|
| 280 |
+
"val_miou": 0.8290726325638822
|
| 281 |
+
},
|
| 282 |
+
{
|
| 283 |
+
"epoch": 40,
|
| 284 |
+
"loss": 0.15491320277693904,
|
| 285 |
+
"val_bg": 0.9173532758095011,
|
| 286 |
+
"val_fg": 0.7248692058374404,
|
| 287 |
+
"val_miou": 0.8211112408234708
|
| 288 |
+
},
|
| 289 |
+
{
|
| 290 |
+
"epoch": 41,
|
| 291 |
+
"loss": 0.1493375643710547,
|
| 292 |
+
"val_bg": 0.922139515762958,
|
| 293 |
+
"val_fg": 0.7388363027114208,
|
| 294 |
+
"val_miou": 0.8304879092371894
|
| 295 |
+
},
|
| 296 |
+
{
|
| 297 |
+
"epoch": 42,
|
| 298 |
+
"loss": 0.14946147950389718,
|
| 299 |
+
"val_bg": 0.9214804438370896,
|
| 300 |
+
"val_fg": 0.742559086976784,
|
| 301 |
+
"val_miou": 0.8320197654069368
|
| 302 |
+
},
|
| 303 |
+
{
|
| 304 |
+
"epoch": 43,
|
| 305 |
+
"loss": 0.14470441611130028,
|
| 306 |
+
"val_bg": 0.9192423847787687,
|
| 307 |
+
"val_fg": 0.7370987976013229,
|
| 308 |
+
"val_miou": 0.8281705911900459
|
| 309 |
+
},
|
| 310 |
+
{
|
| 311 |
+
"epoch": 44,
|
| 312 |
+
"loss": 0.13929491867370244,
|
| 313 |
+
"val_bg": 0.9215866668295284,
|
| 314 |
+
"val_fg": 0.7475327892518686,
|
| 315 |
+
"val_miou": 0.8345597280406984
|
| 316 |
+
},
|
| 317 |
+
{
|
| 318 |
+
"epoch": 45,
|
| 319 |
+
"loss": 0.1362061981536165,
|
| 320 |
+
"val_bg": 0.9248882495114333,
|
| 321 |
+
"val_fg": 0.7511264486592988,
|
| 322 |
+
"val_miou": 0.8380073490853661
|
| 323 |
+
},
|
| 324 |
+
{
|
| 325 |
+
"epoch": 46,
|
| 326 |
+
"loss": 0.1399500759530671,
|
| 327 |
+
"val_bg": 0.9247130566724817,
|
| 328 |
+
"val_fg": 0.7507591109045453,
|
| 329 |
+
"val_miou": 0.8377360837885135
|
| 330 |
+
},
|
| 331 |
+
{
|
| 332 |
+
"epoch": 47,
|
| 333 |
+
"loss": 0.1358648654592188,
|
| 334 |
+
"val_bg": 0.9240866225775421,
|
| 335 |
+
"val_fg": 0.7422034005601089,
|
| 336 |
+
"val_miou": 0.8331450115688255
|
| 337 |
+
},
|
| 338 |
+
{
|
| 339 |
+
"epoch": 48,
|
| 340 |
+
"loss": 0.133055795785747,
|
| 341 |
+
"val_bg": 0.9234129864977924,
|
| 342 |
+
"val_fg": 0.7476893733139325,
|
| 343 |
+
"val_miou": 0.8355511799058624
|
| 344 |
+
},
|
| 345 |
+
{
|
| 346 |
+
"epoch": 49,
|
| 347 |
+
"loss": 0.1346008737064615,
|
| 348 |
+
"val_bg": 0.9246886261991776,
|
| 349 |
+
"val_fg": 0.7498769658936999,
|
| 350 |
+
"val_miou": 0.8372827960464387
|
| 351 |
+
},
|
| 352 |
+
{
|
| 353 |
+
"epoch": 50,
|
| 354 |
+
"loss": 0.1337841139941276,
|
| 355 |
+
"val_bg": 0.9227842155777108,
|
| 356 |
+
"val_fg": 0.7495431648026202,
|
| 357 |
+
"val_miou": 0.8361636901901655
|
| 358 |
+
},
|
| 359 |
+
{
|
| 360 |
+
"epoch": 51,
|
| 361 |
+
"loss": 0.13012253964626336,
|
| 362 |
+
"val_bg": 0.9265897753620438,
|
| 363 |
+
"val_fg": 0.7556801453719414,
|
| 364 |
+
"val_miou": 0.8411349603669926
|
| 365 |
+
},
|
| 366 |
+
{
|
| 367 |
+
"epoch": 52,
|
| 368 |
+
"loss": 0.12534858248656308,
|
| 369 |
+
"val_bg": 0.9259637295882885,
|
| 370 |
+
"val_fg": 0.7547052481332573,
|
| 371 |
+
"val_miou": 0.8403344888607729
|
| 372 |
+
},
|
| 373 |
+
{
|
| 374 |
+
"epoch": 53,
|
| 375 |
+
"loss": 0.1330939261596414,
|
| 376 |
+
"val_bg": 0.9272845070274428,
|
| 377 |
+
"val_fg": 0.758767484610108,
|
| 378 |
+
"val_miou": 0.8430259958187754
|
| 379 |
+
},
|
| 380 |
+
{
|
| 381 |
+
"epoch": 54,
|
| 382 |
+
"loss": 0.12413223578205591,
|
| 383 |
+
"val_bg": 0.9276674487302801,
|
| 384 |
+
"val_fg": 0.7552553894011157,
|
| 385 |
+
"val_miou": 0.8414614190656979
|
| 386 |
+
},
|
| 387 |
+
{
|
| 388 |
+
"epoch": 55,
|
| 389 |
+
"loss": 0.12163736520311501,
|
| 390 |
+
"val_bg": 0.9260927409833561,
|
| 391 |
+
"val_fg": 0.7592338071747405,
|
| 392 |
+
"val_miou": 0.8426632740790483
|
| 393 |
+
},
|
| 394 |
+
{
|
| 395 |
+
"epoch": 56,
|
| 396 |
+
"loss": 0.12579665851743915,
|
| 397 |
+
"val_bg": 0.926479387541847,
|
| 398 |
+
"val_fg": 0.7537315122028957,
|
| 399 |
+
"val_miou": 0.8401054498723713
|
| 400 |
+
},
|
| 401 |
+
{
|
| 402 |
+
"epoch": 57,
|
| 403 |
+
"loss": 0.12426936503829836,
|
| 404 |
+
"val_bg": 0.9264766780262138,
|
| 405 |
+
"val_fg": 0.7547117151415543,
|
| 406 |
+
"val_miou": 0.8405941965838841
|
| 407 |
+
},
|
| 408 |
+
{
|
| 409 |
+
"epoch": 58,
|
| 410 |
+
"loss": 0.12442451375949232,
|
| 411 |
+
"val_bg": 0.9261622226117145,
|
| 412 |
+
"val_fg": 0.7589960555919967,
|
| 413 |
+
"val_miou": 0.8425791391018556
|
| 414 |
+
},
|
| 415 |
+
{
|
| 416 |
+
"epoch": 59,
|
| 417 |
+
"loss": 0.12512968574898153,
|
| 418 |
+
"val_bg": 0.9268348999053057,
|
| 419 |
+
"val_fg": 0.7588174892823915,
|
| 420 |
+
"val_miou": 0.8428261945938486
|
| 421 |
+
}
|
| 422 |
+
]
|
runs_v7_pseudo/fold_2/best.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d824ea01a03d7f689619e4141bf74726db8e09167a5473fd2ef603611276e8df
|
| 3 |
+
size 125617472
|
runs_v7_pseudo/fold_2/log.json
ADDED
|
@@ -0,0 +1,422 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"epoch": 0,
|
| 4 |
+
"loss": 0.5088607348218749,
|
| 5 |
+
"val_bg": 0.8502891787213854,
|
| 6 |
+
"val_fg": 0.4944737349330814,
|
| 7 |
+
"val_miou": 0.6723814568272334
|
| 8 |
+
},
|
| 9 |
+
{
|
| 10 |
+
"epoch": 1,
|
| 11 |
+
"loss": 0.33792905226538456,
|
| 12 |
+
"val_bg": 0.8657290189341083,
|
| 13 |
+
"val_fg": 0.5252829502042967,
|
| 14 |
+
"val_miou": 0.6955059845692024
|
| 15 |
+
},
|
| 16 |
+
{
|
| 17 |
+
"epoch": 2,
|
| 18 |
+
"loss": 0.32873045077806784,
|
| 19 |
+
"val_bg": 0.875039120822607,
|
| 20 |
+
"val_fg": 0.5516055008953817,
|
| 21 |
+
"val_miou": 0.7133223108589943
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"epoch": 3,
|
| 25 |
+
"loss": 0.3133607568997371,
|
| 26 |
+
"val_bg": 0.8789906057290601,
|
| 27 |
+
"val_fg": 0.5552360517384841,
|
| 28 |
+
"val_miou": 0.7171133287337721
|
| 29 |
+
},
|
| 30 |
+
{
|
| 31 |
+
"epoch": 4,
|
| 32 |
+
"loss": 0.31357061900670014,
|
| 33 |
+
"val_bg": 0.8700049391075645,
|
| 34 |
+
"val_fg": 0.5417202834119482,
|
| 35 |
+
"val_miou": 0.7058626112597564
|
| 36 |
+
},
|
| 37 |
+
{
|
| 38 |
+
"epoch": 5,
|
| 39 |
+
"loss": 0.29709880997108506,
|
| 40 |
+
"val_bg": 0.8770795887547942,
|
| 41 |
+
"val_fg": 0.5586976004437166,
|
| 42 |
+
"val_miou": 0.7178885945992555
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"epoch": 6,
|
| 46 |
+
"loss": 0.29371136615547955,
|
| 47 |
+
"val_bg": 0.8862159793573944,
|
| 48 |
+
"val_fg": 0.5878092797667307,
|
| 49 |
+
"val_miou": 0.7370126295620625
|
| 50 |
+
},
|
| 51 |
+
{
|
| 52 |
+
"epoch": 7,
|
| 53 |
+
"loss": 0.2817205558472042,
|
| 54 |
+
"val_bg": 0.8900283103318032,
|
| 55 |
+
"val_fg": 0.5954464144747116,
|
| 56 |
+
"val_miou": 0.7427373624032574
|
| 57 |
+
},
|
| 58 |
+
{
|
| 59 |
+
"epoch": 8,
|
| 60 |
+
"loss": 0.278814010982272,
|
| 61 |
+
"val_bg": 0.8866536346900907,
|
| 62 |
+
"val_fg": 0.6001719319012654,
|
| 63 |
+
"val_miou": 0.7434127832956781
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"epoch": 9,
|
| 67 |
+
"loss": 0.27456562466259243,
|
| 68 |
+
"val_bg": 0.8944803181984845,
|
| 69 |
+
"val_fg": 0.6097872236565633,
|
| 70 |
+
"val_miou": 0.752133770927524
|
| 71 |
+
},
|
| 72 |
+
{
|
| 73 |
+
"epoch": 10,
|
| 74 |
+
"loss": 0.2673582340343089,
|
| 75 |
+
"val_bg": 0.8887272237928161,
|
| 76 |
+
"val_fg": 0.6119291820129957,
|
| 77 |
+
"val_miou": 0.7503282029029059
|
| 78 |
+
},
|
| 79 |
+
{
|
| 80 |
+
"epoch": 11,
|
| 81 |
+
"loss": 0.2566198212436483,
|
| 82 |
+
"val_bg": 0.8934209096170241,
|
| 83 |
+
"val_fg": 0.6168317747281682,
|
| 84 |
+
"val_miou": 0.7551263421725962
|
| 85 |
+
},
|
| 86 |
+
{
|
| 87 |
+
"epoch": 12,
|
| 88 |
+
"loss": 0.25238232408897787,
|
| 89 |
+
"val_bg": 0.8906769284151707,
|
| 90 |
+
"val_fg": 0.6150775766616983,
|
| 91 |
+
"val_miou": 0.7528772525384344
|
| 92 |
+
},
|
| 93 |
+
{
|
| 94 |
+
"epoch": 13,
|
| 95 |
+
"loss": 0.24537404221069964,
|
| 96 |
+
"val_bg": 0.8975695688626676,
|
| 97 |
+
"val_fg": 0.6369786546058649,
|
| 98 |
+
"val_miou": 0.7672741117342663
|
| 99 |
+
},
|
| 100 |
+
{
|
| 101 |
+
"epoch": 14,
|
| 102 |
+
"loss": 0.24003852017318147,
|
| 103 |
+
"val_bg": 0.89256345845497,
|
| 104 |
+
"val_fg": 0.6011990030541858,
|
| 105 |
+
"val_miou": 0.7468812307545779
|
| 106 |
+
},
|
| 107 |
+
{
|
| 108 |
+
"epoch": 15,
|
| 109 |
+
"loss": 0.23808902294575413,
|
| 110 |
+
"val_bg": 0.8866303147045557,
|
| 111 |
+
"val_fg": 0.6068456953380841,
|
| 112 |
+
"val_miou": 0.7467380050213199
|
| 113 |
+
},
|
| 114 |
+
{
|
| 115 |
+
"epoch": 16,
|
| 116 |
+
"loss": 0.2187749741575386,
|
| 117 |
+
"val_bg": 0.903064413943682,
|
| 118 |
+
"val_fg": 0.6549706819170847,
|
| 119 |
+
"val_miou": 0.7790175479303834
|
| 120 |
+
},
|
| 121 |
+
{
|
| 122 |
+
"epoch": 17,
|
| 123 |
+
"loss": 0.21721509099006653,
|
| 124 |
+
"val_bg": 0.9044343069681505,
|
| 125 |
+
"val_fg": 0.655277899502131,
|
| 126 |
+
"val_miou": 0.7798561032351408
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"epoch": 18,
|
| 130 |
+
"loss": 0.20776223853419098,
|
| 131 |
+
"val_bg": 0.8999649929989836,
|
| 132 |
+
"val_fg": 0.6419066807881082,
|
| 133 |
+
"val_miou": 0.770935836893546
|
| 134 |
+
},
|
| 135 |
+
{
|
| 136 |
+
"epoch": 19,
|
| 137 |
+
"loss": 0.21358615329748468,
|
| 138 |
+
"val_bg": 0.8960943983473576,
|
| 139 |
+
"val_fg": 0.6363439304454813,
|
| 140 |
+
"val_miou": 0.7662191643964195
|
| 141 |
+
},
|
| 142 |
+
{
|
| 143 |
+
"epoch": 20,
|
| 144 |
+
"loss": 0.21317500932307182,
|
| 145 |
+
"val_bg": 0.9033924010815796,
|
| 146 |
+
"val_fg": 0.6587129109027466,
|
| 147 |
+
"val_miou": 0.7810526559921631
|
| 148 |
+
},
|
| 149 |
+
{
|
| 150 |
+
"epoch": 21,
|
| 151 |
+
"loss": 0.19680253180521953,
|
| 152 |
+
"val_bg": 0.9056660932512386,
|
| 153 |
+
"val_fg": 0.6652715717505654,
|
| 154 |
+
"val_miou": 0.785468832500902
|
| 155 |
+
},
|
| 156 |
+
{
|
| 157 |
+
"epoch": 22,
|
| 158 |
+
"loss": 0.20112055917329427,
|
| 159 |
+
"val_bg": 0.905071539746546,
|
| 160 |
+
"val_fg": 0.6700744059768482,
|
| 161 |
+
"val_miou": 0.7875729728616971
|
| 162 |
+
},
|
| 163 |
+
{
|
| 164 |
+
"epoch": 23,
|
| 165 |
+
"loss": 0.19581830162036268,
|
| 166 |
+
"val_bg": 0.8956875150268335,
|
| 167 |
+
"val_fg": 0.6339124419849153,
|
| 168 |
+
"val_miou": 0.7647999785058743
|
| 169 |
+
},
|
| 170 |
+
{
|
| 171 |
+
"epoch": 24,
|
| 172 |
+
"loss": 0.19358108277562297,
|
| 173 |
+
"val_bg": 0.9017648144796376,
|
| 174 |
+
"val_fg": 0.6522090817614701,
|
| 175 |
+
"val_miou": 0.7769869481205538
|
| 176 |
+
},
|
| 177 |
+
{
|
| 178 |
+
"epoch": 25,
|
| 179 |
+
"loss": 0.18443560487107385,
|
| 180 |
+
"val_bg": 0.9057187738344495,
|
| 181 |
+
"val_fg": 0.6681564079935771,
|
| 182 |
+
"val_miou": 0.7869375909140133
|
| 183 |
+
},
|
| 184 |
+
{
|
| 185 |
+
"epoch": 26,
|
| 186 |
+
"loss": 0.18105345483444915,
|
| 187 |
+
"val_bg": 0.9145792175905043,
|
| 188 |
+
"val_fg": 0.6864277063197514,
|
| 189 |
+
"val_miou": 0.8005034619551279
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"epoch": 27,
|
| 193 |
+
"loss": 0.18601268907136556,
|
| 194 |
+
"val_bg": 0.9098944823912932,
|
| 195 |
+
"val_fg": 0.6734156039504006,
|
| 196 |
+
"val_miou": 0.7916550431708469
|
| 197 |
+
},
|
| 198 |
+
{
|
| 199 |
+
"epoch": 28,
|
| 200 |
+
"loss": 0.17310662048904202,
|
| 201 |
+
"val_bg": 0.9082258049266784,
|
| 202 |
+
"val_fg": 0.6805367642579255,
|
| 203 |
+
"val_miou": 0.794381284592302
|
| 204 |
+
},
|
| 205 |
+
{
|
| 206 |
+
"epoch": 29,
|
| 207 |
+
"loss": 0.16797750575255743,
|
| 208 |
+
"val_bg": 0.9071882321589296,
|
| 209 |
+
"val_fg": 0.6633962440686435,
|
| 210 |
+
"val_miou": 0.7852922381137866
|
| 211 |
+
},
|
| 212 |
+
{
|
| 213 |
+
"epoch": 30,
|
| 214 |
+
"loss": 0.1697291378167611,
|
| 215 |
+
"val_bg": 0.9039089311941906,
|
| 216 |
+
"val_fg": 0.6643182161477121,
|
| 217 |
+
"val_miou": 0.7841135736709514
|
| 218 |
+
},
|
| 219 |
+
{
|
| 220 |
+
"epoch": 31,
|
| 221 |
+
"loss": 0.1706660195619245,
|
| 222 |
+
"val_bg": 0.9155663967410933,
|
| 223 |
+
"val_fg": 0.6966825390127013,
|
| 224 |
+
"val_miou": 0.8061244678768973
|
| 225 |
+
},
|
| 226 |
+
{
|
| 227 |
+
"epoch": 32,
|
| 228 |
+
"loss": 0.1759567995426021,
|
| 229 |
+
"val_bg": 0.9080980432301916,
|
| 230 |
+
"val_fg": 0.6670463246971493,
|
| 231 |
+
"val_miou": 0.7875721839636705
|
| 232 |
+
},
|
| 233 |
+
{
|
| 234 |
+
"epoch": 33,
|
| 235 |
+
"loss": 0.16409654755003844,
|
| 236 |
+
"val_bg": 0.917017331316922,
|
| 237 |
+
"val_fg": 0.6965364763531562,
|
| 238 |
+
"val_miou": 0.8067769038350391
|
| 239 |
+
},
|
| 240 |
+
{
|
| 241 |
+
"epoch": 34,
|
| 242 |
+
"loss": 0.1640644846837732,
|
| 243 |
+
"val_bg": 0.9192654358897032,
|
| 244 |
+
"val_fg": 0.6998323164844575,
|
| 245 |
+
"val_miou": 0.8095488761870804
|
| 246 |
+
},
|
| 247 |
+
{
|
| 248 |
+
"epoch": 35,
|
| 249 |
+
"loss": 0.1657957650626762,
|
| 250 |
+
"val_bg": 0.9121779999226575,
|
| 251 |
+
"val_fg": 0.6883434941143957,
|
| 252 |
+
"val_miou": 0.8002607470185266
|
| 253 |
+
},
|
| 254 |
+
{
|
| 255 |
+
"epoch": 36,
|
| 256 |
+
"loss": 0.16201513034256199,
|
| 257 |
+
"val_bg": 0.9109846784720111,
|
| 258 |
+
"val_fg": 0.6814156596125792,
|
| 259 |
+
"val_miou": 0.7962001690422952
|
| 260 |
+
},
|
| 261 |
+
{
|
| 262 |
+
"epoch": 37,
|
| 263 |
+
"loss": 0.16201296401552007,
|
| 264 |
+
"val_bg": 0.916470478714795,
|
| 265 |
+
"val_fg": 0.7011523897838082,
|
| 266 |
+
"val_miou": 0.8088114342493016
|
| 267 |
+
},
|
| 268 |
+
{
|
| 269 |
+
"epoch": 38,
|
| 270 |
+
"loss": 0.15754869787753384,
|
| 271 |
+
"val_bg": 0.915108206422421,
|
| 272 |
+
"val_fg": 0.6951384160522746,
|
| 273 |
+
"val_miou": 0.8051233112373477
|
| 274 |
+
},
|
| 275 |
+
{
|
| 276 |
+
"epoch": 39,
|
| 277 |
+
"loss": 0.15462313743331765,
|
| 278 |
+
"val_bg": 0.9204402128567865,
|
| 279 |
+
"val_fg": 0.7088026473352949,
|
| 280 |
+
"val_miou": 0.8146214300960406
|
| 281 |
+
},
|
| 282 |
+
{
|
| 283 |
+
"epoch": 40,
|
| 284 |
+
"loss": 0.14926275450594817,
|
| 285 |
+
"val_bg": 0.9216175541589974,
|
| 286 |
+
"val_fg": 0.7132260106166057,
|
| 287 |
+
"val_miou": 0.8174217823878016
|
| 288 |
+
},
|
| 289 |
+
{
|
| 290 |
+
"epoch": 41,
|
| 291 |
+
"loss": 0.14533296585837496,
|
| 292 |
+
"val_bg": 0.9204240818844187,
|
| 293 |
+
"val_fg": 0.7037982712514104,
|
| 294 |
+
"val_miou": 0.8121111765679145
|
| 295 |
+
},
|
| 296 |
+
{
|
| 297 |
+
"epoch": 42,
|
| 298 |
+
"loss": 0.14169438079565386,
|
| 299 |
+
"val_bg": 0.9209008872131201,
|
| 300 |
+
"val_fg": 0.7115925546065922,
|
| 301 |
+
"val_miou": 0.8162467209098562
|
| 302 |
+
},
|
| 303 |
+
{
|
| 304 |
+
"epoch": 43,
|
| 305 |
+
"loss": 0.13852703986288625,
|
| 306 |
+
"val_bg": 0.9237942029982082,
|
| 307 |
+
"val_fg": 0.7144743926580382,
|
| 308 |
+
"val_miou": 0.8191342978281233
|
| 309 |
+
},
|
| 310 |
+
{
|
| 311 |
+
"epoch": 44,
|
| 312 |
+
"loss": 0.14020749860549275,
|
| 313 |
+
"val_bg": 0.9238772158955272,
|
| 314 |
+
"val_fg": 0.719978618189932,
|
| 315 |
+
"val_miou": 0.8219279170427296
|
| 316 |
+
},
|
| 317 |
+
{
|
| 318 |
+
"epoch": 45,
|
| 319 |
+
"loss": 0.14350292907108234,
|
| 320 |
+
"val_bg": 0.9230420368383208,
|
| 321 |
+
"val_fg": 0.7142937480293112,
|
| 322 |
+
"val_miou": 0.818667892433816
|
| 323 |
+
},
|
| 324 |
+
{
|
| 325 |
+
"epoch": 46,
|
| 326 |
+
"loss": 0.14167336218907864,
|
| 327 |
+
"val_bg": 0.9213839430690492,
|
| 328 |
+
"val_fg": 0.7134198452821015,
|
| 329 |
+
"val_miou": 0.8174018941755754
|
| 330 |
+
},
|
| 331 |
+
{
|
| 332 |
+
"epoch": 47,
|
| 333 |
+
"loss": 0.13583059806989717,
|
| 334 |
+
"val_bg": 0.9236750221252221,
|
| 335 |
+
"val_fg": 0.7225429706421608,
|
| 336 |
+
"val_miou": 0.8231089963836915
|
| 337 |
+
},
|
| 338 |
+
{
|
| 339 |
+
"epoch": 48,
|
| 340 |
+
"loss": 0.13161583141058306,
|
| 341 |
+
"val_bg": 0.9237881751633085,
|
| 342 |
+
"val_fg": 0.7176266499528406,
|
| 343 |
+
"val_miou": 0.8207074125580746
|
| 344 |
+
},
|
| 345 |
+
{
|
| 346 |
+
"epoch": 49,
|
| 347 |
+
"loss": 0.1292662313090095,
|
| 348 |
+
"val_bg": 0.9218827797086009,
|
| 349 |
+
"val_fg": 0.713651201099088,
|
| 350 |
+
"val_miou": 0.8177669904038445
|
| 351 |
+
},
|
| 352 |
+
{
|
| 353 |
+
"epoch": 50,
|
| 354 |
+
"loss": 0.13007151099699962,
|
| 355 |
+
"val_bg": 0.92377383464321,
|
| 356 |
+
"val_fg": 0.7181496581653292,
|
| 357 |
+
"val_miou": 0.8209617464042696
|
| 358 |
+
},
|
| 359 |
+
{
|
| 360 |
+
"epoch": 51,
|
| 361 |
+
"loss": 0.13169180111417286,
|
| 362 |
+
"val_bg": 0.9251818142933813,
|
| 363 |
+
"val_fg": 0.7173140482246285,
|
| 364 |
+
"val_miou": 0.8212479312590049
|
| 365 |
+
},
|
| 366 |
+
{
|
| 367 |
+
"epoch": 52,
|
| 368 |
+
"loss": 0.13068600008382072,
|
| 369 |
+
"val_bg": 0.9266336430608971,
|
| 370 |
+
"val_fg": 0.7247463894893865,
|
| 371 |
+
"val_miou": 0.8256900162751418
|
| 372 |
+
},
|
| 373 |
+
{
|
| 374 |
+
"epoch": 53,
|
| 375 |
+
"loss": 0.12752245215675498,
|
| 376 |
+
"val_bg": 0.9246723061935407,
|
| 377 |
+
"val_fg": 0.7254729410889356,
|
| 378 |
+
"val_miou": 0.8250726236412381
|
| 379 |
+
},
|
| 380 |
+
{
|
| 381 |
+
"epoch": 54,
|
| 382 |
+
"loss": 0.12219167345120938,
|
| 383 |
+
"val_bg": 0.9258377309410293,
|
| 384 |
+
"val_fg": 0.7223636404080868,
|
| 385 |
+
"val_miou": 0.8241006856745581
|
| 386 |
+
},
|
| 387 |
+
{
|
| 388 |
+
"epoch": 55,
|
| 389 |
+
"loss": 0.12429775788059717,
|
| 390 |
+
"val_bg": 0.9245170887367067,
|
| 391 |
+
"val_fg": 0.7186499839962701,
|
| 392 |
+
"val_miou": 0.8215835363664884
|
| 393 |
+
},
|
| 394 |
+
{
|
| 395 |
+
"epoch": 56,
|
| 396 |
+
"loss": 0.11889554409286644,
|
| 397 |
+
"val_bg": 0.9262173849140664,
|
| 398 |
+
"val_fg": 0.7274387038424439,
|
| 399 |
+
"val_miou": 0.8268280443782552
|
| 400 |
+
},
|
| 401 |
+
{
|
| 402 |
+
"epoch": 57,
|
| 403 |
+
"loss": 0.12086027370223516,
|
| 404 |
+
"val_bg": 0.9258163939005072,
|
| 405 |
+
"val_fg": 0.7209787442647021,
|
| 406 |
+
"val_miou": 0.8233975690826046
|
| 407 |
+
},
|
| 408 |
+
{
|
| 409 |
+
"epoch": 58,
|
| 410 |
+
"loss": 0.12502229435345794,
|
| 411 |
+
"val_bg": 0.9255207370752628,
|
| 412 |
+
"val_fg": 0.7228463558458025,
|
| 413 |
+
"val_miou": 0.8241835464605327
|
| 414 |
+
},
|
| 415 |
+
{
|
| 416 |
+
"epoch": 59,
|
| 417 |
+
"loss": 0.12193596561121035,
|
| 418 |
+
"val_bg": 0.9243347125206749,
|
| 419 |
+
"val_fg": 0.7196632897117073,
|
| 420 |
+
"val_miou": 0.8219990011161911
|
| 421 |
+
}
|
| 422 |
+
]
|
runs_v7_pseudo/fold_3/best.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:be49fab08574883088797bb9621f30bb0e2bc212d177b408d48b6e5449782084
|
| 3 |
+
size 125617472
|
runs_v7_pseudo/fold_3/log.json
ADDED
|
@@ -0,0 +1,422 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"epoch": 0,
|
| 4 |
+
"loss": 0.47671186659909504,
|
| 5 |
+
"val_bg": 0.8415274419056163,
|
| 6 |
+
"val_fg": 0.5447178679883575,
|
| 7 |
+
"val_miou": 0.6931226549469869
|
| 8 |
+
},
|
| 9 |
+
{
|
| 10 |
+
"epoch": 1,
|
| 11 |
+
"loss": 0.3488013282229629,
|
| 12 |
+
"val_bg": 0.8477467248921681,
|
| 13 |
+
"val_fg": 0.5736325360510185,
|
| 14 |
+
"val_miou": 0.7106896304715933
|
| 15 |
+
},
|
| 16 |
+
{
|
| 17 |
+
"epoch": 2,
|
| 18 |
+
"loss": 0.3418626762643645,
|
| 19 |
+
"val_bg": 0.8442037509034208,
|
| 20 |
+
"val_fg": 0.5608662653991308,
|
| 21 |
+
"val_miou": 0.7025350081512758
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"epoch": 3,
|
| 25 |
+
"loss": 0.32253238049489036,
|
| 26 |
+
"val_bg": 0.8274354440874004,
|
| 27 |
+
"val_fg": 0.5520645491936491,
|
| 28 |
+
"val_miou": 0.6897499966405247
|
| 29 |
+
},
|
| 30 |
+
{
|
| 31 |
+
"epoch": 4,
|
| 32 |
+
"loss": 0.3180958864432347,
|
| 33 |
+
"val_bg": 0.8461996896881236,
|
| 34 |
+
"val_fg": 0.5755517070670677,
|
| 35 |
+
"val_miou": 0.7108756983775957
|
| 36 |
+
},
|
| 37 |
+
{
|
| 38 |
+
"epoch": 5,
|
| 39 |
+
"loss": 0.30733114009416557,
|
| 40 |
+
"val_bg": 0.8621038216729501,
|
| 41 |
+
"val_fg": 0.616660152889829,
|
| 42 |
+
"val_miou": 0.7393819872813896
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"epoch": 6,
|
| 46 |
+
"loss": 0.3008771342567251,
|
| 47 |
+
"val_bg": 0.8635215406144514,
|
| 48 |
+
"val_fg": 0.612231521078781,
|
| 49 |
+
"val_miou": 0.7378765308466162
|
| 50 |
+
},
|
| 51 |
+
{
|
| 52 |
+
"epoch": 7,
|
| 53 |
+
"loss": 0.2979204754663419,
|
| 54 |
+
"val_bg": 0.8530554534496141,
|
| 55 |
+
"val_fg": 0.5900839486783317,
|
| 56 |
+
"val_miou": 0.7215697010639729
|
| 57 |
+
},
|
| 58 |
+
{
|
| 59 |
+
"epoch": 8,
|
| 60 |
+
"loss": 0.2850776450543464,
|
| 61 |
+
"val_bg": 0.8656665089342707,
|
| 62 |
+
"val_fg": 0.6226619309546617,
|
| 63 |
+
"val_miou": 0.7441642199444662
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"epoch": 9,
|
| 67 |
+
"loss": 0.2759988851185086,
|
| 68 |
+
"val_bg": 0.8670211259264745,
|
| 69 |
+
"val_fg": 0.6252146910105846,
|
| 70 |
+
"val_miou": 0.7461179084685295
|
| 71 |
+
},
|
| 72 |
+
{
|
| 73 |
+
"epoch": 10,
|
| 74 |
+
"loss": 0.27607534391970573,
|
| 75 |
+
"val_bg": 0.8530799441483089,
|
| 76 |
+
"val_fg": 0.6149530258106707,
|
| 77 |
+
"val_miou": 0.7340164849794898
|
| 78 |
+
},
|
| 79 |
+
{
|
| 80 |
+
"epoch": 11,
|
| 81 |
+
"loss": 0.2637989768121816,
|
| 82 |
+
"val_bg": 0.8709597814308608,
|
| 83 |
+
"val_fg": 0.6383813067167348,
|
| 84 |
+
"val_miou": 0.7546705440737977
|
| 85 |
+
},
|
| 86 |
+
{
|
| 87 |
+
"epoch": 12,
|
| 88 |
+
"loss": 0.2520472337550755,
|
| 89 |
+
"val_bg": 0.8717642710940641,
|
| 90 |
+
"val_fg": 0.6445006131289375,
|
| 91 |
+
"val_miou": 0.7581324421115008
|
| 92 |
+
},
|
| 93 |
+
{
|
| 94 |
+
"epoch": 13,
|
| 95 |
+
"loss": 0.2509991168221341,
|
| 96 |
+
"val_bg": 0.87311316046495,
|
| 97 |
+
"val_fg": 0.6505052678497732,
|
| 98 |
+
"val_miou": 0.7618092141573616
|
| 99 |
+
},
|
| 100 |
+
{
|
| 101 |
+
"epoch": 14,
|
| 102 |
+
"loss": 0.2485412176274046,
|
| 103 |
+
"val_bg": 0.8627132316072867,
|
| 104 |
+
"val_fg": 0.6113157091530612,
|
| 105 |
+
"val_miou": 0.737014470380174
|
| 106 |
+
},
|
| 107 |
+
{
|
| 108 |
+
"epoch": 15,
|
| 109 |
+
"loss": 0.24195080750350711,
|
| 110 |
+
"val_bg": 0.8671292432639794,
|
| 111 |
+
"val_fg": 0.6446331475418041,
|
| 112 |
+
"val_miou": 0.7558811954028918
|
| 113 |
+
},
|
| 114 |
+
{
|
| 115 |
+
"epoch": 16,
|
| 116 |
+
"loss": 0.23177431806733337,
|
| 117 |
+
"val_bg": 0.8717518800378504,
|
| 118 |
+
"val_fg": 0.6601085383934111,
|
| 119 |
+
"val_miou": 0.7659302092156308
|
| 120 |
+
},
|
| 121 |
+
{
|
| 122 |
+
"epoch": 17,
|
| 123 |
+
"loss": 0.23314130740075173,
|
| 124 |
+
"val_bg": 0.8761892675246368,
|
| 125 |
+
"val_fg": 0.6669356969872938,
|
| 126 |
+
"val_miou": 0.7715624822559652
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"epoch": 18,
|
| 130 |
+
"loss": 0.23262214905853512,
|
| 131 |
+
"val_bg": 0.8808470264819201,
|
| 132 |
+
"val_fg": 0.6822733397592478,
|
| 133 |
+
"val_miou": 0.781560183120584
|
| 134 |
+
},
|
| 135 |
+
{
|
| 136 |
+
"epoch": 19,
|
| 137 |
+
"loss": 0.22220511074307597,
|
| 138 |
+
"val_bg": 0.8807428393584102,
|
| 139 |
+
"val_fg": 0.6851876013000404,
|
| 140 |
+
"val_miou": 0.7829652203292253
|
| 141 |
+
},
|
| 142 |
+
{
|
| 143 |
+
"epoch": 20,
|
| 144 |
+
"loss": 0.21492893654334394,
|
| 145 |
+
"val_bg": 0.882427013030333,
|
| 146 |
+
"val_fg": 0.6794075024737516,
|
| 147 |
+
"val_miou": 0.7809172577520422
|
| 148 |
+
},
|
| 149 |
+
{
|
| 150 |
+
"epoch": 21,
|
| 151 |
+
"loss": 0.20933496650261216,
|
| 152 |
+
"val_bg": 0.8859795216977564,
|
| 153 |
+
"val_fg": 0.6978845117010096,
|
| 154 |
+
"val_miou": 0.7919320166993831
|
| 155 |
+
},
|
| 156 |
+
{
|
| 157 |
+
"epoch": 22,
|
| 158 |
+
"loss": 0.20420771629749973,
|
| 159 |
+
"val_bg": 0.8889446154108295,
|
| 160 |
+
"val_fg": 0.709538488791692,
|
| 161 |
+
"val_miou": 0.7992415521012608
|
| 162 |
+
},
|
| 163 |
+
{
|
| 164 |
+
"epoch": 23,
|
| 165 |
+
"loss": 0.20597846881498263,
|
| 166 |
+
"val_bg": 0.8903238979323048,
|
| 167 |
+
"val_fg": 0.7074409643386577,
|
| 168 |
+
"val_miou": 0.7988824311354812
|
| 169 |
+
},
|
| 170 |
+
{
|
| 171 |
+
"epoch": 24,
|
| 172 |
+
"loss": 0.19210574926832055,
|
| 173 |
+
"val_bg": 0.8880293018370778,
|
| 174 |
+
"val_fg": 0.7065965384255617,
|
| 175 |
+
"val_miou": 0.7973129201313198
|
| 176 |
+
},
|
| 177 |
+
{
|
| 178 |
+
"epoch": 25,
|
| 179 |
+
"loss": 0.18580031357234036,
|
| 180 |
+
"val_bg": 0.8892562748947573,
|
| 181 |
+
"val_fg": 0.7012397012947492,
|
| 182 |
+
"val_miou": 0.7952479880947533
|
| 183 |
+
},
|
| 184 |
+
{
|
| 185 |
+
"epoch": 26,
|
| 186 |
+
"loss": 0.19366313243591332,
|
| 187 |
+
"val_bg": 0.8905007573878614,
|
| 188 |
+
"val_fg": 0.7186228209462202,
|
| 189 |
+
"val_miou": 0.8045617891670408
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"epoch": 27,
|
| 193 |
+
"loss": 0.19440577301797987,
|
| 194 |
+
"val_bg": 0.8885363373919334,
|
| 195 |
+
"val_fg": 0.7082406092327633,
|
| 196 |
+
"val_miou": 0.7983884733123483
|
| 197 |
+
},
|
| 198 |
+
{
|
| 199 |
+
"epoch": 28,
|
| 200 |
+
"loss": 0.1827723701732068,
|
| 201 |
+
"val_bg": 0.8906781389726506,
|
| 202 |
+
"val_fg": 0.7168891536585769,
|
| 203 |
+
"val_miou": 0.8037836463156137
|
| 204 |
+
},
|
| 205 |
+
{
|
| 206 |
+
"epoch": 29,
|
| 207 |
+
"loss": 0.18436424264424964,
|
| 208 |
+
"val_bg": 0.8922131044508842,
|
| 209 |
+
"val_fg": 0.7239051409430309,
|
| 210 |
+
"val_miou": 0.8080591226969576
|
| 211 |
+
},
|
| 212 |
+
{
|
| 213 |
+
"epoch": 30,
|
| 214 |
+
"loss": 0.17186555502158177,
|
| 215 |
+
"val_bg": 0.889586161102398,
|
| 216 |
+
"val_fg": 0.7046018164427259,
|
| 217 |
+
"val_miou": 0.7970939887725619
|
| 218 |
+
},
|
| 219 |
+
{
|
| 220 |
+
"epoch": 31,
|
| 221 |
+
"loss": 0.18614085876866232,
|
| 222 |
+
"val_bg": 0.8942975221936689,
|
| 223 |
+
"val_fg": 0.7329753475829647,
|
| 224 |
+
"val_miou": 0.8136364348883167
|
| 225 |
+
},
|
| 226 |
+
{
|
| 227 |
+
"epoch": 32,
|
| 228 |
+
"loss": 0.17242229324352892,
|
| 229 |
+
"val_bg": 0.8944919735308982,
|
| 230 |
+
"val_fg": 0.7256969265327204,
|
| 231 |
+
"val_miou": 0.8100944500318092
|
| 232 |
+
},
|
| 233 |
+
{
|
| 234 |
+
"epoch": 33,
|
| 235 |
+
"loss": 0.167458891019791,
|
| 236 |
+
"val_bg": 0.8926783024901596,
|
| 237 |
+
"val_fg": 0.7283397500651516,
|
| 238 |
+
"val_miou": 0.8105090262776555
|
| 239 |
+
},
|
| 240 |
+
{
|
| 241 |
+
"epoch": 34,
|
| 242 |
+
"loss": 0.16525668367932114,
|
| 243 |
+
"val_bg": 0.8939285685915338,
|
| 244 |
+
"val_fg": 0.7258628913555739,
|
| 245 |
+
"val_miou": 0.8098957299735539
|
| 246 |
+
},
|
| 247 |
+
{
|
| 248 |
+
"epoch": 35,
|
| 249 |
+
"loss": 0.1635421013718919,
|
| 250 |
+
"val_bg": 0.896176459747397,
|
| 251 |
+
"val_fg": 0.7297325054521815,
|
| 252 |
+
"val_miou": 0.8129544825997892
|
| 253 |
+
},
|
| 254 |
+
{
|
| 255 |
+
"epoch": 36,
|
| 256 |
+
"loss": 0.16241423248112957,
|
| 257 |
+
"val_bg": 0.8931061070249723,
|
| 258 |
+
"val_fg": 0.7273270114510173,
|
| 259 |
+
"val_miou": 0.8102165592379948
|
| 260 |
+
},
|
| 261 |
+
{
|
| 262 |
+
"epoch": 37,
|
| 263 |
+
"loss": 0.16496796905994415,
|
| 264 |
+
"val_bg": 0.8913807321457297,
|
| 265 |
+
"val_fg": 0.7172416581529166,
|
| 266 |
+
"val_miou": 0.8043111951493231
|
| 267 |
+
},
|
| 268 |
+
{
|
| 269 |
+
"epoch": 38,
|
| 270 |
+
"loss": 0.1604735436318796,
|
| 271 |
+
"val_bg": 0.9005888738649391,
|
| 272 |
+
"val_fg": 0.7405586914448361,
|
| 273 |
+
"val_miou": 0.8205737826548876
|
| 274 |
+
},
|
| 275 |
+
{
|
| 276 |
+
"epoch": 39,
|
| 277 |
+
"loss": 0.15801773022247267,
|
| 278 |
+
"val_bg": 0.8970728379899536,
|
| 279 |
+
"val_fg": 0.732785527404624,
|
| 280 |
+
"val_miou": 0.8149291826972889
|
| 281 |
+
},
|
| 282 |
+
{
|
| 283 |
+
"epoch": 40,
|
| 284 |
+
"loss": 0.1521444747908206,
|
| 285 |
+
"val_bg": 0.8981464680536567,
|
| 286 |
+
"val_fg": 0.7411749936595737,
|
| 287 |
+
"val_miou": 0.8196607308566153
|
| 288 |
+
},
|
| 289 |
+
{
|
| 290 |
+
"epoch": 41,
|
| 291 |
+
"loss": 0.15251886910652812,
|
| 292 |
+
"val_bg": 0.8981855230956083,
|
| 293 |
+
"val_fg": 0.7399157702620062,
|
| 294 |
+
"val_miou": 0.8190506466788072
|
| 295 |
+
},
|
| 296 |
+
{
|
| 297 |
+
"epoch": 42,
|
| 298 |
+
"loss": 0.1476293611752836,
|
| 299 |
+
"val_bg": 0.8981244281451478,
|
| 300 |
+
"val_fg": 0.737990746531258,
|
| 301 |
+
"val_miou": 0.8180575873382029
|
| 302 |
+
},
|
| 303 |
+
{
|
| 304 |
+
"epoch": 43,
|
| 305 |
+
"loss": 0.14884147312067733,
|
| 306 |
+
"val_bg": 0.8956722847757336,
|
| 307 |
+
"val_fg": 0.7327950291673391,
|
| 308 |
+
"val_miou": 0.8142336569715363
|
| 309 |
+
},
|
| 310 |
+
{
|
| 311 |
+
"epoch": 44,
|
| 312 |
+
"loss": 0.14361050621240953,
|
| 313 |
+
"val_bg": 0.8990160087044624,
|
| 314 |
+
"val_fg": 0.7339506968492987,
|
| 315 |
+
"val_miou": 0.8164833527768806
|
| 316 |
+
},
|
| 317 |
+
{
|
| 318 |
+
"epoch": 45,
|
| 319 |
+
"loss": 0.14111011116942274,
|
| 320 |
+
"val_bg": 0.8992612854533434,
|
| 321 |
+
"val_fg": 0.7425959156960061,
|
| 322 |
+
"val_miou": 0.8209286005746748
|
| 323 |
+
},
|
| 324 |
+
{
|
| 325 |
+
"epoch": 46,
|
| 326 |
+
"loss": 0.13630366070738323,
|
| 327 |
+
"val_bg": 0.8993535684815117,
|
| 328 |
+
"val_fg": 0.7377408341679076,
|
| 329 |
+
"val_miou": 0.8185472013247097
|
| 330 |
+
},
|
| 331 |
+
{
|
| 332 |
+
"epoch": 47,
|
| 333 |
+
"loss": 0.13724206105063233,
|
| 334 |
+
"val_bg": 0.8978890506764247,
|
| 335 |
+
"val_fg": 0.7412084121346414,
|
| 336 |
+
"val_miou": 0.819548731405533
|
| 337 |
+
},
|
| 338 |
+
{
|
| 339 |
+
"epoch": 48,
|
| 340 |
+
"loss": 0.13227803052603443,
|
| 341 |
+
"val_bg": 0.9009924847858628,
|
| 342 |
+
"val_fg": 0.7463133549482661,
|
| 343 |
+
"val_miou": 0.8236529198670645
|
| 344 |
+
},
|
| 345 |
+
{
|
| 346 |
+
"epoch": 49,
|
| 347 |
+
"loss": 0.13252359081672715,
|
| 348 |
+
"val_bg": 0.8993978006014924,
|
| 349 |
+
"val_fg": 0.7400463131824353,
|
| 350 |
+
"val_miou": 0.8197220568919639
|
| 351 |
+
},
|
| 352 |
+
{
|
| 353 |
+
"epoch": 50,
|
| 354 |
+
"loss": 0.13020209666294388,
|
| 355 |
+
"val_bg": 0.8995682901450647,
|
| 356 |
+
"val_fg": 0.7409766531803514,
|
| 357 |
+
"val_miou": 0.8202724716627081
|
| 358 |
+
},
|
| 359 |
+
{
|
| 360 |
+
"epoch": 51,
|
| 361 |
+
"loss": 0.13489290949287294,
|
| 362 |
+
"val_bg": 0.8989126370032656,
|
| 363 |
+
"val_fg": 0.739408584900637,
|
| 364 |
+
"val_miou": 0.8191606109519514
|
| 365 |
+
},
|
| 366 |
+
{
|
| 367 |
+
"epoch": 52,
|
| 368 |
+
"loss": 0.12882591501066956,
|
| 369 |
+
"val_bg": 0.9006648475135344,
|
| 370 |
+
"val_fg": 0.744984585260386,
|
| 371 |
+
"val_miou": 0.8228247163869602
|
| 372 |
+
},
|
| 373 |
+
{
|
| 374 |
+
"epoch": 53,
|
| 375 |
+
"loss": 0.12560730578401422,
|
| 376 |
+
"val_bg": 0.9013620132706417,
|
| 377 |
+
"val_fg": 0.7487331303765956,
|
| 378 |
+
"val_miou": 0.8250475718236187
|
| 379 |
+
},
|
| 380 |
+
{
|
| 381 |
+
"epoch": 54,
|
| 382 |
+
"loss": 0.12770381928244723,
|
| 383 |
+
"val_bg": 0.9009078059040481,
|
| 384 |
+
"val_fg": 0.7473103531470335,
|
| 385 |
+
"val_miou": 0.8241090795255408
|
| 386 |
+
},
|
| 387 |
+
{
|
| 388 |
+
"epoch": 55,
|
| 389 |
+
"loss": 0.1258238248432739,
|
| 390 |
+
"val_bg": 0.9019077662405007,
|
| 391 |
+
"val_fg": 0.7523475670500892,
|
| 392 |
+
"val_miou": 0.8271276666452949
|
| 393 |
+
},
|
| 394 |
+
{
|
| 395 |
+
"epoch": 56,
|
| 396 |
+
"loss": 0.12341926048828077,
|
| 397 |
+
"val_bg": 0.90160292217141,
|
| 398 |
+
"val_fg": 0.7503659735495838,
|
| 399 |
+
"val_miou": 0.825984447860497
|
| 400 |
+
},
|
| 401 |
+
{
|
| 402 |
+
"epoch": 57,
|
| 403 |
+
"loss": 0.12352373535874524,
|
| 404 |
+
"val_bg": 0.9001406883196819,
|
| 405 |
+
"val_fg": 0.7455429906614073,
|
| 406 |
+
"val_miou": 0.8228418394905446
|
| 407 |
+
},
|
| 408 |
+
{
|
| 409 |
+
"epoch": 58,
|
| 410 |
+
"loss": 0.1233467766189877,
|
| 411 |
+
"val_bg": 0.8990222221322601,
|
| 412 |
+
"val_fg": 0.7421054652703688,
|
| 413 |
+
"val_miou": 0.8205638437013145
|
| 414 |
+
},
|
| 415 |
+
{
|
| 416 |
+
"epoch": 59,
|
| 417 |
+
"loss": 0.12232584251633173,
|
| 418 |
+
"val_bg": 0.9003734459965482,
|
| 419 |
+
"val_fg": 0.7448199843032929,
|
| 420 |
+
"val_miou": 0.8225967151499205
|
| 421 |
+
}
|
| 422 |
+
]
|
runs_v7_pseudo/fold_4/best.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ad7e23c741cec08945bec3a27917051416e7c7b6883bcb73b4e39b839b34683b
|
| 3 |
+
size 125617472
|
runs_v7_pseudo/fold_4/log.json
ADDED
|
@@ -0,0 +1,422 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"epoch": 0,
|
| 4 |
+
"loss": 0.5802767752092096,
|
| 5 |
+
"val_bg": 0.8390165245114248,
|
| 6 |
+
"val_fg": 0.5577714320728784,
|
| 7 |
+
"val_miou": 0.6983939782921516
|
| 8 |
+
},
|
| 9 |
+
{
|
| 10 |
+
"epoch": 1,
|
| 11 |
+
"loss": 0.33567073035843764,
|
| 12 |
+
"val_bg": 0.8653392782233357,
|
| 13 |
+
"val_fg": 0.5941416127669635,
|
| 14 |
+
"val_miou": 0.7297404454951496
|
| 15 |
+
},
|
| 16 |
+
{
|
| 17 |
+
"epoch": 2,
|
| 18 |
+
"loss": 0.3292222690733173,
|
| 19 |
+
"val_bg": 0.8674610774430893,
|
| 20 |
+
"val_fg": 0.6162947319379233,
|
| 21 |
+
"val_miou": 0.7418779046905063
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"epoch": 3,
|
| 25 |
+
"loss": 0.30978275458269483,
|
| 26 |
+
"val_bg": 0.8714218174245242,
|
| 27 |
+
"val_fg": 0.6082149593688003,
|
| 28 |
+
"val_miou": 0.7398183883966623
|
| 29 |
+
},
|
| 30 |
+
{
|
| 31 |
+
"epoch": 4,
|
| 32 |
+
"loss": 0.31446891532668586,
|
| 33 |
+
"val_bg": 0.8781211783082659,
|
| 34 |
+
"val_fg": 0.6274681875734471,
|
| 35 |
+
"val_miou": 0.7527946829408565
|
| 36 |
+
},
|
| 37 |
+
{
|
| 38 |
+
"epoch": 5,
|
| 39 |
+
"loss": 0.301189463161215,
|
| 40 |
+
"val_bg": 0.8717715295477968,
|
| 41 |
+
"val_fg": 0.6132826554227273,
|
| 42 |
+
"val_miou": 0.742527092485262
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"epoch": 6,
|
| 46 |
+
"loss": 0.2927574113577227,
|
| 47 |
+
"val_bg": 0.8738945184368584,
|
| 48 |
+
"val_fg": 0.6118325392617658,
|
| 49 |
+
"val_miou": 0.7428635288493122
|
| 50 |
+
},
|
| 51 |
+
{
|
| 52 |
+
"epoch": 7,
|
| 53 |
+
"loss": 0.29496513061885593,
|
| 54 |
+
"val_bg": 0.8683937535924697,
|
| 55 |
+
"val_fg": 0.6148337540309132,
|
| 56 |
+
"val_miou": 0.7416137538116915
|
| 57 |
+
},
|
| 58 |
+
{
|
| 59 |
+
"epoch": 8,
|
| 60 |
+
"loss": 0.27310688755934753,
|
| 61 |
+
"val_bg": 0.8710993987636259,
|
| 62 |
+
"val_fg": 0.6172025164460899,
|
| 63 |
+
"val_miou": 0.7441509576048579
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"epoch": 9,
|
| 67 |
+
"loss": 0.2762103595688373,
|
| 68 |
+
"val_bg": 0.8814341983813211,
|
| 69 |
+
"val_fg": 0.6445656908724748,
|
| 70 |
+
"val_miou": 0.762999944626898
|
| 71 |
+
},
|
| 72 |
+
{
|
| 73 |
+
"epoch": 10,
|
| 74 |
+
"loss": 0.2677755421852764,
|
| 75 |
+
"val_bg": 0.8722355703387535,
|
| 76 |
+
"val_fg": 0.6103988783971566,
|
| 77 |
+
"val_miou": 0.7413172243679551
|
| 78 |
+
},
|
| 79 |
+
{
|
| 80 |
+
"epoch": 11,
|
| 81 |
+
"loss": 0.2594932810037951,
|
| 82 |
+
"val_bg": 0.884870846621337,
|
| 83 |
+
"val_fg": 0.6571071637430838,
|
| 84 |
+
"val_miou": 0.7709890051822104
|
| 85 |
+
},
|
| 86 |
+
{
|
| 87 |
+
"epoch": 12,
|
| 88 |
+
"loss": 0.2565363902079908,
|
| 89 |
+
"val_bg": 0.8856425331165868,
|
| 90 |
+
"val_fg": 0.6641831308718846,
|
| 91 |
+
"val_miou": 0.7749128319942358
|
| 92 |
+
},
|
| 93 |
+
{
|
| 94 |
+
"epoch": 13,
|
| 95 |
+
"loss": 0.2623236928182312,
|
| 96 |
+
"val_bg": 0.8703809925110209,
|
| 97 |
+
"val_fg": 0.6413342826906956,
|
| 98 |
+
"val_miou": 0.7558576376008582
|
| 99 |
+
},
|
| 100 |
+
{
|
| 101 |
+
"epoch": 14,
|
| 102 |
+
"loss": 0.24532458205011826,
|
| 103 |
+
"val_bg": 0.8898039219978782,
|
| 104 |
+
"val_fg": 0.6758478804738922,
|
| 105 |
+
"val_miou": 0.7828259012358851
|
| 106 |
+
},
|
| 107 |
+
{
|
| 108 |
+
"epoch": 15,
|
| 109 |
+
"loss": 0.24297052131423466,
|
| 110 |
+
"val_bg": 0.8907963021625679,
|
| 111 |
+
"val_fg": 0.6724487070132936,
|
| 112 |
+
"val_miou": 0.7816225045879308
|
| 113 |
+
},
|
| 114 |
+
{
|
| 115 |
+
"epoch": 16,
|
| 116 |
+
"loss": 0.23090514182289945,
|
| 117 |
+
"val_bg": 0.8926098170352263,
|
| 118 |
+
"val_fg": 0.6816988797458376,
|
| 119 |
+
"val_miou": 0.787154348390532
|
| 120 |
+
},
|
| 121 |
+
{
|
| 122 |
+
"epoch": 17,
|
| 123 |
+
"loss": 0.23717805837528616,
|
| 124 |
+
"val_bg": 0.8890623328942973,
|
| 125 |
+
"val_fg": 0.6775349243614994,
|
| 126 |
+
"val_miou": 0.7832986286278983
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"epoch": 18,
|
| 130 |
+
"loss": 0.21967542020580436,
|
| 131 |
+
"val_bg": 0.8943187597993124,
|
| 132 |
+
"val_fg": 0.6907223212442118,
|
| 133 |
+
"val_miou": 0.7925205405217621
|
| 134 |
+
},
|
| 135 |
+
{
|
| 136 |
+
"epoch": 19,
|
| 137 |
+
"loss": 0.21411725803266599,
|
| 138 |
+
"val_bg": 0.8973092845063849,
|
| 139 |
+
"val_fg": 0.7077289990831784,
|
| 140 |
+
"val_miou": 0.8025191417947817
|
| 141 |
+
},
|
| 142 |
+
{
|
| 143 |
+
"epoch": 20,
|
| 144 |
+
"loss": 0.219257252503045,
|
| 145 |
+
"val_bg": 0.8985437621673718,
|
| 146 |
+
"val_fg": 0.7018285960232173,
|
| 147 |
+
"val_miou": 0.8001861790952945
|
| 148 |
+
},
|
| 149 |
+
{
|
| 150 |
+
"epoch": 21,
|
| 151 |
+
"loss": 0.20888197148525262,
|
| 152 |
+
"val_bg": 0.8828505854180607,
|
| 153 |
+
"val_fg": 0.6803214784129098,
|
| 154 |
+
"val_miou": 0.7815860319154853
|
| 155 |
+
},
|
| 156 |
+
{
|
| 157 |
+
"epoch": 22,
|
| 158 |
+
"loss": 0.210433219524124,
|
| 159 |
+
"val_bg": 0.9018101008743091,
|
| 160 |
+
"val_fg": 0.7178451583586805,
|
| 161 |
+
"val_miou": 0.8098276296164948
|
| 162 |
+
},
|
| 163 |
+
{
|
| 164 |
+
"epoch": 23,
|
| 165 |
+
"loss": 0.20213240667988983,
|
| 166 |
+
"val_bg": 0.9016989533665482,
|
| 167 |
+
"val_fg": 0.7189124761712454,
|
| 168 |
+
"val_miou": 0.8103057147688968
|
| 169 |
+
},
|
| 170 |
+
{
|
| 171 |
+
"epoch": 24,
|
| 172 |
+
"loss": 0.20822264612475527,
|
| 173 |
+
"val_bg": 0.90439181898226,
|
| 174 |
+
"val_fg": 0.7224423119205884,
|
| 175 |
+
"val_miou": 0.8134170654514241
|
| 176 |
+
},
|
| 177 |
+
{
|
| 178 |
+
"epoch": 25,
|
| 179 |
+
"loss": 0.20062953478927853,
|
| 180 |
+
"val_bg": 0.9000262994294993,
|
| 181 |
+
"val_fg": 0.7112433935011748,
|
| 182 |
+
"val_miou": 0.8056348464653371
|
| 183 |
+
},
|
| 184 |
+
{
|
| 185 |
+
"epoch": 26,
|
| 186 |
+
"loss": 0.1960373651000518,
|
| 187 |
+
"val_bg": 0.9051879479175426,
|
| 188 |
+
"val_fg": 0.7280488524298482,
|
| 189 |
+
"val_miou": 0.8166184001736954
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"epoch": 27,
|
| 193 |
+
"loss": 0.18868884321632265,
|
| 194 |
+
"val_bg": 0.9021105687743356,
|
| 195 |
+
"val_fg": 0.7143131265838912,
|
| 196 |
+
"val_miou": 0.8082118476791134
|
| 197 |
+
},
|
| 198 |
+
{
|
| 199 |
+
"epoch": 28,
|
| 200 |
+
"loss": 0.18696806136565872,
|
| 201 |
+
"val_bg": 0.9069161846325179,
|
| 202 |
+
"val_fg": 0.7308549334629343,
|
| 203 |
+
"val_miou": 0.8188855590477261
|
| 204 |
+
},
|
| 205 |
+
{
|
| 206 |
+
"epoch": 29,
|
| 207 |
+
"loss": 0.18289560475681402,
|
| 208 |
+
"val_bg": 0.9049540945375228,
|
| 209 |
+
"val_fg": 0.7206243843732363,
|
| 210 |
+
"val_miou": 0.8127892394553795
|
| 211 |
+
},
|
| 212 |
+
{
|
| 213 |
+
"epoch": 30,
|
| 214 |
+
"loss": 0.18681051355751255,
|
| 215 |
+
"val_bg": 0.9040271099661741,
|
| 216 |
+
"val_fg": 0.7217522203433999,
|
| 217 |
+
"val_miou": 0.812889665154787
|
| 218 |
+
},
|
| 219 |
+
{
|
| 220 |
+
"epoch": 31,
|
| 221 |
+
"loss": 0.17222836943744105,
|
| 222 |
+
"val_bg": 0.9064255774753273,
|
| 223 |
+
"val_fg": 0.7380069445927261,
|
| 224 |
+
"val_miou": 0.8222162610340267
|
| 225 |
+
},
|
| 226 |
+
{
|
| 227 |
+
"epoch": 32,
|
| 228 |
+
"loss": 0.1720666193132159,
|
| 229 |
+
"val_bg": 0.9093082987068549,
|
| 230 |
+
"val_fg": 0.7426886355276884,
|
| 231 |
+
"val_miou": 0.8259984671172717
|
| 232 |
+
},
|
| 233 |
+
{
|
| 234 |
+
"epoch": 33,
|
| 235 |
+
"loss": 0.17055191316559346,
|
| 236 |
+
"val_bg": 0.9124473418791232,
|
| 237 |
+
"val_fg": 0.7514202474207697,
|
| 238 |
+
"val_miou": 0.8319337946499465
|
| 239 |
+
},
|
| 240 |
+
{
|
| 241 |
+
"epoch": 34,
|
| 242 |
+
"loss": 0.17029893869840645,
|
| 243 |
+
"val_bg": 0.9115876260736324,
|
| 244 |
+
"val_fg": 0.7415514964672517,
|
| 245 |
+
"val_miou": 0.826569561270442
|
| 246 |
+
},
|
| 247 |
+
{
|
| 248 |
+
"epoch": 35,
|
| 249 |
+
"loss": 0.16602485013913504,
|
| 250 |
+
"val_bg": 0.9104742413574459,
|
| 251 |
+
"val_fg": 0.7439479244416066,
|
| 252 |
+
"val_miou": 0.8272110828995263
|
| 253 |
+
},
|
| 254 |
+
{
|
| 255 |
+
"epoch": 36,
|
| 256 |
+
"loss": 0.16595650124776212,
|
| 257 |
+
"val_bg": 0.904161241376974,
|
| 258 |
+
"val_fg": 0.7323701016010836,
|
| 259 |
+
"val_miou": 0.8182656714890288
|
| 260 |
+
},
|
| 261 |
+
{
|
| 262 |
+
"epoch": 37,
|
| 263 |
+
"loss": 0.16009182454664497,
|
| 264 |
+
"val_bg": 0.9089374966396401,
|
| 265 |
+
"val_fg": 0.7385560860367805,
|
| 266 |
+
"val_miou": 0.8237467913382103
|
| 267 |
+
},
|
| 268 |
+
{
|
| 269 |
+
"epoch": 38,
|
| 270 |
+
"loss": 0.15693463205913954,
|
| 271 |
+
"val_bg": 0.9077347243909868,
|
| 272 |
+
"val_fg": 0.7437502852117752,
|
| 273 |
+
"val_miou": 0.825742504801381
|
| 274 |
+
},
|
| 275 |
+
{
|
| 276 |
+
"epoch": 39,
|
| 277 |
+
"loss": 0.15796961805111245,
|
| 278 |
+
"val_bg": 0.9103854579691799,
|
| 279 |
+
"val_fg": 0.7436455520823725,
|
| 280 |
+
"val_miou": 0.8270155050257761
|
| 281 |
+
},
|
| 282 |
+
{
|
| 283 |
+
"epoch": 40,
|
| 284 |
+
"loss": 0.1478371800312513,
|
| 285 |
+
"val_bg": 0.9073572457988093,
|
| 286 |
+
"val_fg": 0.742168731383747,
|
| 287 |
+
"val_miou": 0.8247629885912782
|
| 288 |
+
},
|
| 289 |
+
{
|
| 290 |
+
"epoch": 41,
|
| 291 |
+
"loss": 0.1579828468870513,
|
| 292 |
+
"val_bg": 0.9098506184080004,
|
| 293 |
+
"val_fg": 0.7367119528512267,
|
| 294 |
+
"val_miou": 0.8232812856296136
|
| 295 |
+
},
|
| 296 |
+
{
|
| 297 |
+
"epoch": 42,
|
| 298 |
+
"loss": 0.14885218573521963,
|
| 299 |
+
"val_bg": 0.9148382367630981,
|
| 300 |
+
"val_fg": 0.758927189585228,
|
| 301 |
+
"val_miou": 0.836882713174163
|
| 302 |
+
},
|
| 303 |
+
{
|
| 304 |
+
"epoch": 43,
|
| 305 |
+
"loss": 0.14272742803338206,
|
| 306 |
+
"val_bg": 0.9113029241428988,
|
| 307 |
+
"val_fg": 0.7470764007547442,
|
| 308 |
+
"val_miou": 0.8291896624488215
|
| 309 |
+
},
|
| 310 |
+
{
|
| 311 |
+
"epoch": 44,
|
| 312 |
+
"loss": 0.1395221768489367,
|
| 313 |
+
"val_bg": 0.9163272599689872,
|
| 314 |
+
"val_fg": 0.7601981536359549,
|
| 315 |
+
"val_miou": 0.8382627068024711
|
| 316 |
+
},
|
| 317 |
+
{
|
| 318 |
+
"epoch": 45,
|
| 319 |
+
"loss": 0.14445804163247725,
|
| 320 |
+
"val_bg": 0.9167077586610362,
|
| 321 |
+
"val_fg": 0.7638601596600417,
|
| 322 |
+
"val_miou": 0.8402839591605389
|
| 323 |
+
},
|
| 324 |
+
{
|
| 325 |
+
"epoch": 46,
|
| 326 |
+
"loss": 0.14158439626799355,
|
| 327 |
+
"val_bg": 0.9158542853572238,
|
| 328 |
+
"val_fg": 0.7598321397338359,
|
| 329 |
+
"val_miou": 0.8378432125455298
|
| 330 |
+
},
|
| 331 |
+
{
|
| 332 |
+
"epoch": 47,
|
| 333 |
+
"loss": 0.13738698983871483,
|
| 334 |
+
"val_bg": 0.9152220505184422,
|
| 335 |
+
"val_fg": 0.7616228652808644,
|
| 336 |
+
"val_miou": 0.8384224578996533
|
| 337 |
+
},
|
| 338 |
+
{
|
| 339 |
+
"epoch": 48,
|
| 340 |
+
"loss": 0.13664882931905456,
|
| 341 |
+
"val_bg": 0.9182247508540619,
|
| 342 |
+
"val_fg": 0.768327421474227,
|
| 343 |
+
"val_miou": 0.8432760861641444
|
| 344 |
+
},
|
| 345 |
+
{
|
| 346 |
+
"epoch": 49,
|
| 347 |
+
"loss": 0.13751323954968514,
|
| 348 |
+
"val_bg": 0.9176594613037851,
|
| 349 |
+
"val_fg": 0.7644212229483898,
|
| 350 |
+
"val_miou": 0.8410403421260875
|
| 351 |
+
},
|
| 352 |
+
{
|
| 353 |
+
"epoch": 50,
|
| 354 |
+
"loss": 0.1356282357739497,
|
| 355 |
+
"val_bg": 0.9174374243773923,
|
| 356 |
+
"val_fg": 0.7629136600966733,
|
| 357 |
+
"val_miou": 0.8401755422370327
|
| 358 |
+
},
|
| 359 |
+
{
|
| 360 |
+
"epoch": 51,
|
| 361 |
+
"loss": 0.13263817008914827,
|
| 362 |
+
"val_bg": 0.9165138432514622,
|
| 363 |
+
"val_fg": 0.7647950907920168,
|
| 364 |
+
"val_miou": 0.8406544670217395
|
| 365 |
+
},
|
| 366 |
+
{
|
| 367 |
+
"epoch": 52,
|
| 368 |
+
"loss": 0.1284645627005191,
|
| 369 |
+
"val_bg": 0.9167894597800709,
|
| 370 |
+
"val_fg": 0.7655397172179887,
|
| 371 |
+
"val_miou": 0.8411645884990298
|
| 372 |
+
},
|
| 373 |
+
{
|
| 374 |
+
"epoch": 53,
|
| 375 |
+
"loss": 0.1255441574450535,
|
| 376 |
+
"val_bg": 0.9185904772932001,
|
| 377 |
+
"val_fg": 0.7710336370817235,
|
| 378 |
+
"val_miou": 0.8448120571874618
|
| 379 |
+
},
|
| 380 |
+
{
|
| 381 |
+
"epoch": 54,
|
| 382 |
+
"loss": 0.12322431265176097,
|
| 383 |
+
"val_bg": 0.9158322469033792,
|
| 384 |
+
"val_fg": 0.7606360718030406,
|
| 385 |
+
"val_miou": 0.8382341593532099
|
| 386 |
+
},
|
| 387 |
+
{
|
| 388 |
+
"epoch": 55,
|
| 389 |
+
"loss": 0.12659603762852994,
|
| 390 |
+
"val_bg": 0.918250649203957,
|
| 391 |
+
"val_fg": 0.7687136584840516,
|
| 392 |
+
"val_miou": 0.8434821538440043
|
| 393 |
+
},
|
| 394 |
+
{
|
| 395 |
+
"epoch": 56,
|
| 396 |
+
"loss": 0.12608263566146924,
|
| 397 |
+
"val_bg": 0.9191986262043538,
|
| 398 |
+
"val_fg": 0.7682574582644139,
|
| 399 |
+
"val_miou": 0.8437280422343838
|
| 400 |
+
},
|
| 401 |
+
{
|
| 402 |
+
"epoch": 57,
|
| 403 |
+
"loss": 0.12480031953582281,
|
| 404 |
+
"val_bg": 0.9192125414304245,
|
| 405 |
+
"val_fg": 0.7682746401011051,
|
| 406 |
+
"val_miou": 0.8437435907657649
|
| 407 |
+
},
|
| 408 |
+
{
|
| 409 |
+
"epoch": 58,
|
| 410 |
+
"loss": 0.1251450557308861,
|
| 411 |
+
"val_bg": 0.917667705109999,
|
| 412 |
+
"val_fg": 0.7665138872694086,
|
| 413 |
+
"val_miou": 0.8420907961897037
|
| 414 |
+
},
|
| 415 |
+
{
|
| 416 |
+
"epoch": 59,
|
| 417 |
+
"loss": 0.12546306084605713,
|
| 418 |
+
"val_bg": 0.9181749035594647,
|
| 419 |
+
"val_fg": 0.7679850753854344,
|
| 420 |
+
"val_miou": 0.8430799894724496
|
| 421 |
+
}
|
| 422 |
+
]
|