Upload cellpose_ft/pdac/train_log.json with huggingface_hub
Browse files- cellpose_ft/pdac/train_log.json +425 -0
cellpose_ft/pdac/train_log.json
ADDED
|
@@ -0,0 +1,425 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"args": {
|
| 3 |
+
"organs": [
|
| 4 |
+
"pdac"
|
| 5 |
+
],
|
| 6 |
+
"name": null,
|
| 7 |
+
"pretrained": "cyto3",
|
| 8 |
+
"epochs": 200,
|
| 9 |
+
"lr": 0.005,
|
| 10 |
+
"batch_size": 8,
|
| 11 |
+
"weight_decay": 1e-05,
|
| 12 |
+
"max_val": 100,
|
| 13 |
+
"seed": 0
|
| 14 |
+
},
|
| 15 |
+
"name": "pdac",
|
| 16 |
+
"n_train": 765,
|
| 17 |
+
"n_val": 100,
|
| 18 |
+
"seconds": 1857.3020627498627,
|
| 19 |
+
"model_path": "/root/autodl-fs/AI4S/weights/cellpose_ft/pdac/models/pdac",
|
| 20 |
+
"diam_labels": 20.827808380126953,
|
| 21 |
+
"train_losses": [
|
| 22 |
+
1.1456088193880967,
|
| 23 |
+
0.6403534068391215,
|
| 24 |
+
0.37986155569163804,
|
| 25 |
+
0.2990877599595419,
|
| 26 |
+
0.2534130523602168,
|
| 27 |
+
0.25145110413919086,
|
| 28 |
+
0.20391124130464067,
|
| 29 |
+
0.2060100870779137,
|
| 30 |
+
0.1811305747312658,
|
| 31 |
+
0.1907129972978355,
|
| 32 |
+
0.15721171206119014,
|
| 33 |
+
0.1759019914016225,
|
| 34 |
+
0.16425434540884168,
|
| 35 |
+
0.1661639062797322,
|
| 36 |
+
0.15452995524297353,
|
| 37 |
+
0.1554304615539663,
|
| 38 |
+
0.1408233434351441,
|
| 39 |
+
0.14467755063296922,
|
| 40 |
+
0.14426530059548764,
|
| 41 |
+
0.14698806242420784,
|
| 42 |
+
0.15517415748117797,
|
| 43 |
+
0.15085479291825513,
|
| 44 |
+
0.13879770120374518,
|
| 45 |
+
0.14050510241315256,
|
| 46 |
+
0.1368557370566075,
|
| 47 |
+
0.14622803903093526,
|
| 48 |
+
0.1326020322009629,
|
| 49 |
+
0.13065792731210296,
|
| 50 |
+
0.12263972096972996,
|
| 51 |
+
0.11788102857817233,
|
| 52 |
+
0.12809984907994862,
|
| 53 |
+
0.14831587154101702,
|
| 54 |
+
0.12750709944106395,
|
| 55 |
+
0.14848926846497978,
|
| 56 |
+
0.1315903326654746,
|
| 57 |
+
0.1049906170835682,
|
| 58 |
+
0.1333445701528998,
|
| 59 |
+
0.1261124121207817,
|
| 60 |
+
0.11602744320833605,
|
| 61 |
+
0.11774680530713275,
|
| 62 |
+
0.1379932247930103,
|
| 63 |
+
0.12279226286154167,
|
| 64 |
+
0.1212254022461137,
|
| 65 |
+
0.12764946446309683,
|
| 66 |
+
0.1246751231500526,
|
| 67 |
+
0.12722047290770835,
|
| 68 |
+
0.12332332893913868,
|
| 69 |
+
0.11389096186441534,
|
| 70 |
+
0.12094621801493215,
|
| 71 |
+
0.12619739610190486,
|
| 72 |
+
0.12270942302116382,
|
| 73 |
+
0.12217565944381789,
|
| 74 |
+
0.12401387313612146,
|
| 75 |
+
0.1398284344306958,
|
| 76 |
+
0.11717974974049462,
|
| 77 |
+
0.12769403502442478,
|
| 78 |
+
0.14294659701827306,
|
| 79 |
+
0.12012583267162828,
|
| 80 |
+
0.11471239289427115,
|
| 81 |
+
0.13419294818943622,
|
| 82 |
+
0.12646452539594344,
|
| 83 |
+
0.123376465632635,
|
| 84 |
+
0.13355281689977333,
|
| 85 |
+
0.11560671025631475,
|
| 86 |
+
0.11024211875948252,
|
| 87 |
+
0.13345828832559337,
|
| 88 |
+
0.120246415161619,
|
| 89 |
+
0.1287898400640176,
|
| 90 |
+
0.11644011183209668,
|
| 91 |
+
0.1319339139983545,
|
| 92 |
+
0.11984492170265297,
|
| 93 |
+
0.1229558819064907,
|
| 94 |
+
0.11418436181311514,
|
| 95 |
+
0.12801558188363618,
|
| 96 |
+
0.13523689220154209,
|
| 97 |
+
0.1282180471552743,
|
| 98 |
+
0.1267709173408209,
|
| 99 |
+
0.12137588133998946,
|
| 100 |
+
0.100784704400823,
|
| 101 |
+
0.11084651848167376,
|
| 102 |
+
0.11785570557405746,
|
| 103 |
+
0.12655340329883924,
|
| 104 |
+
0.1213829616023824,
|
| 105 |
+
0.12027562568390292,
|
| 106 |
+
0.13823874460326302,
|
| 107 |
+
0.12300184332564765,
|
| 108 |
+
0.11107674863408594,
|
| 109 |
+
0.12757528967717113,
|
| 110 |
+
0.12869879440739265,
|
| 111 |
+
0.1240807606065585,
|
| 112 |
+
0.1074234750048787,
|
| 113 |
+
0.11182845156956342,
|
| 114 |
+
0.12415930019095053,
|
| 115 |
+
0.11043468835501889,
|
| 116 |
+
0.11613903679684097,
|
| 117 |
+
0.12298268088523079,
|
| 118 |
+
0.11063980932524002,
|
| 119 |
+
0.12606697723366855,
|
| 120 |
+
0.11706821906800363,
|
| 121 |
+
0.14006938386976328,
|
| 122 |
+
0.11101739281922383,
|
| 123 |
+
0.10354588580092573,
|
| 124 |
+
0.10663247344638008,
|
| 125 |
+
0.12639289208584362,
|
| 126 |
+
0.12242137702072368,
|
| 127 |
+
0.13071700183589474,
|
| 128 |
+
0.12114964475721315,
|
| 129 |
+
0.10413097008770587,
|
| 130 |
+
0.11506297907798119,
|
| 131 |
+
0.1023109751102192,
|
| 132 |
+
0.12721934046815422,
|
| 133 |
+
0.11327661739942295,
|
| 134 |
+
0.12573735432005395,
|
| 135 |
+
0.11151647682673012,
|
| 136 |
+
0.11907044806901146,
|
| 137 |
+
0.11507094237539503,
|
| 138 |
+
0.10615491419056662,
|
| 139 |
+
0.11699409519924837,
|
| 140 |
+
0.11066453728605719,
|
| 141 |
+
0.12106685213793338,
|
| 142 |
+
0.1174234019969803,
|
| 143 |
+
0.11323843222914957,
|
| 144 |
+
0.11106320036197799,
|
| 145 |
+
0.11547579556898353,
|
| 146 |
+
0.1188345577592164,
|
| 147 |
+
0.10497905756133834,
|
| 148 |
+
0.11030166464693406,
|
| 149 |
+
0.09377468386117149,
|
| 150 |
+
0.12490927323796391,
|
| 151 |
+
0.12119295637494598,
|
| 152 |
+
0.1127482117220662,
|
| 153 |
+
0.11713533570953444,
|
| 154 |
+
0.11353848678443362,
|
| 155 |
+
0.1107133770300672,
|
| 156 |
+
0.1191766993428757,
|
| 157 |
+
0.11520066976157668,
|
| 158 |
+
0.11860661037704524,
|
| 159 |
+
0.10956445920214154,
|
| 160 |
+
0.1122550684447382,
|
| 161 |
+
0.11086134552176481,
|
| 162 |
+
0.110861598929159,
|
| 163 |
+
0.1265428969283509,
|
| 164 |
+
0.13104767139051474,
|
| 165 |
+
0.11696797087301616,
|
| 166 |
+
0.10368273153998493,
|
| 167 |
+
0.11451986733994453,
|
| 168 |
+
0.11631927968435038,
|
| 169 |
+
0.09844250532926298,
|
| 170 |
+
0.11496117717884724,
|
| 171 |
+
0.1040020421829099,
|
| 172 |
+
0.12166824323289535,
|
| 173 |
+
0.10689525538994596,
|
| 174 |
+
0.09331499942353154,
|
| 175 |
+
0.11118999978198725,
|
| 176 |
+
0.10307654012359825,
|
| 177 |
+
0.09825387466090177,
|
| 178 |
+
0.10653699842932957,
|
| 179 |
+
0.11077708314641628,
|
| 180 |
+
0.09450025694822174,
|
| 181 |
+
0.09505890280592676,
|
| 182 |
+
0.11449077778976727,
|
| 183 |
+
0.09378290626348233,
|
| 184 |
+
0.0987033598368464,
|
| 185 |
+
0.11634660206272517,
|
| 186 |
+
0.10775455632338336,
|
| 187 |
+
0.09861448563002294,
|
| 188 |
+
0.10746437593612795,
|
| 189 |
+
0.10466162106570076,
|
| 190 |
+
0.10154642971122967,
|
| 191 |
+
0.1063852239765373,
|
| 192 |
+
0.10491168383095,
|
| 193 |
+
0.09869733085624532,
|
| 194 |
+
0.11085397051099469,
|
| 195 |
+
0.10169480723493239,
|
| 196 |
+
0.10668048294248923,
|
| 197 |
+
0.1056804136318319,
|
| 198 |
+
0.08978028027645124,
|
| 199 |
+
0.08873903712416006,
|
| 200 |
+
0.08953958244300356,
|
| 201 |
+
0.098879713825638,
|
| 202 |
+
0.09778237876549266,
|
| 203 |
+
0.09943665138451882,
|
| 204 |
+
0.09428912640786638,
|
| 205 |
+
0.11248930376144796,
|
| 206 |
+
0.10224596883346831,
|
| 207 |
+
0.10060405687374227,
|
| 208 |
+
0.10179208057378632,
|
| 209 |
+
0.09840299485653055,
|
| 210 |
+
0.09819743893310136,
|
| 211 |
+
0.09765240198208226,
|
| 212 |
+
0.09851927516214988,
|
| 213 |
+
0.10774061632117415,
|
| 214 |
+
0.10553031944566303,
|
| 215 |
+
0.09345116090346006,
|
| 216 |
+
0.087955992225728,
|
| 217 |
+
0.09830963662247252,
|
| 218 |
+
0.10065098750630236,
|
| 219 |
+
0.09831015771510554,
|
| 220 |
+
0.0944059038571283,
|
| 221 |
+
0.12220994016167774
|
| 222 |
+
],
|
| 223 |
+
"val_losses": [
|
| 224 |
+
1.1727611923217773,
|
| 225 |
+
0.0,
|
| 226 |
+
0.0,
|
| 227 |
+
0.0,
|
| 228 |
+
0.0,
|
| 229 |
+
0.21328570544719697,
|
| 230 |
+
0.0,
|
| 231 |
+
0.0,
|
| 232 |
+
0.0,
|
| 233 |
+
0.0,
|
| 234 |
+
0.17134759902954103,
|
| 235 |
+
0.0,
|
| 236 |
+
0.0,
|
| 237 |
+
0.0,
|
| 238 |
+
0.0,
|
| 239 |
+
0.0,
|
| 240 |
+
0.0,
|
| 241 |
+
0.0,
|
| 242 |
+
0.0,
|
| 243 |
+
0.0,
|
| 244 |
+
0.15474604517221452,
|
| 245 |
+
0.0,
|
| 246 |
+
0.0,
|
| 247 |
+
0.0,
|
| 248 |
+
0.0,
|
| 249 |
+
0.0,
|
| 250 |
+
0.0,
|
| 251 |
+
0.0,
|
| 252 |
+
0.0,
|
| 253 |
+
0.0,
|
| 254 |
+
0.15180869042873382,
|
| 255 |
+
0.0,
|
| 256 |
+
0.0,
|
| 257 |
+
0.0,
|
| 258 |
+
0.0,
|
| 259 |
+
0.0,
|
| 260 |
+
0.0,
|
| 261 |
+
0.0,
|
| 262 |
+
0.0,
|
| 263 |
+
0.0,
|
| 264 |
+
0.15804809033870698,
|
| 265 |
+
0.0,
|
| 266 |
+
0.0,
|
| 267 |
+
0.0,
|
| 268 |
+
0.0,
|
| 269 |
+
0.0,
|
| 270 |
+
0.0,
|
| 271 |
+
0.0,
|
| 272 |
+
0.0,
|
| 273 |
+
0.0,
|
| 274 |
+
0.1540382906794548,
|
| 275 |
+
0.0,
|
| 276 |
+
0.0,
|
| 277 |
+
0.0,
|
| 278 |
+
0.0,
|
| 279 |
+
0.0,
|
| 280 |
+
0.0,
|
| 281 |
+
0.0,
|
| 282 |
+
0.0,
|
| 283 |
+
0.0,
|
| 284 |
+
0.16232722193002702,
|
| 285 |
+
0.0,
|
| 286 |
+
0.0,
|
| 287 |
+
0.0,
|
| 288 |
+
0.0,
|
| 289 |
+
0.0,
|
| 290 |
+
0.0,
|
| 291 |
+
0.0,
|
| 292 |
+
0.0,
|
| 293 |
+
0.0,
|
| 294 |
+
0.13368671834468843,
|
| 295 |
+
0.0,
|
| 296 |
+
0.0,
|
| 297 |
+
0.0,
|
| 298 |
+
0.0,
|
| 299 |
+
0.0,
|
| 300 |
+
0.0,
|
| 301 |
+
0.0,
|
| 302 |
+
0.0,
|
| 303 |
+
0.0,
|
| 304 |
+
0.1353033110499382,
|
| 305 |
+
0.0,
|
| 306 |
+
0.0,
|
| 307 |
+
0.0,
|
| 308 |
+
0.0,
|
| 309 |
+
0.0,
|
| 310 |
+
0.0,
|
| 311 |
+
0.0,
|
| 312 |
+
0.0,
|
| 313 |
+
0.0,
|
| 314 |
+
0.13378276973962783,
|
| 315 |
+
0.0,
|
| 316 |
+
0.0,
|
| 317 |
+
0.0,
|
| 318 |
+
0.0,
|
| 319 |
+
0.0,
|
| 320 |
+
0.0,
|
| 321 |
+
0.0,
|
| 322 |
+
0.0,
|
| 323 |
+
0.0,
|
| 324 |
+
0.13174936145544053,
|
| 325 |
+
0.0,
|
| 326 |
+
0.0,
|
| 327 |
+
0.0,
|
| 328 |
+
0.0,
|
| 329 |
+
0.0,
|
| 330 |
+
0.0,
|
| 331 |
+
0.0,
|
| 332 |
+
0.0,
|
| 333 |
+
0.0,
|
| 334 |
+
0.14798567011952402,
|
| 335 |
+
0.0,
|
| 336 |
+
0.0,
|
| 337 |
+
0.0,
|
| 338 |
+
0.0,
|
| 339 |
+
0.0,
|
| 340 |
+
0.0,
|
| 341 |
+
0.0,
|
| 342 |
+
0.0,
|
| 343 |
+
0.0,
|
| 344 |
+
0.13478095561265946,
|
| 345 |
+
0.0,
|
| 346 |
+
0.0,
|
| 347 |
+
0.0,
|
| 348 |
+
0.0,
|
| 349 |
+
0.0,
|
| 350 |
+
0.0,
|
| 351 |
+
0.0,
|
| 352 |
+
0.0,
|
| 353 |
+
0.0,
|
| 354 |
+
0.15143532276153565,
|
| 355 |
+
0.0,
|
| 356 |
+
0.0,
|
| 357 |
+
0.0,
|
| 358 |
+
0.0,
|
| 359 |
+
0.0,
|
| 360 |
+
0.0,
|
| 361 |
+
0.0,
|
| 362 |
+
0.0,
|
| 363 |
+
0.0,
|
| 364 |
+
0.12948737621307374,
|
| 365 |
+
0.0,
|
| 366 |
+
0.0,
|
| 367 |
+
0.0,
|
| 368 |
+
0.0,
|
| 369 |
+
0.0,
|
| 370 |
+
0.0,
|
| 371 |
+
0.0,
|
| 372 |
+
0.0,
|
| 373 |
+
0.0,
|
| 374 |
+
0.13536150693893434,
|
| 375 |
+
0.0,
|
| 376 |
+
0.0,
|
| 377 |
+
0.0,
|
| 378 |
+
0.0,
|
| 379 |
+
0.0,
|
| 380 |
+
0.0,
|
| 381 |
+
0.0,
|
| 382 |
+
0.0,
|
| 383 |
+
0.0,
|
| 384 |
+
0.12625745490193366,
|
| 385 |
+
0.0,
|
| 386 |
+
0.0,
|
| 387 |
+
0.0,
|
| 388 |
+
0.0,
|
| 389 |
+
0.0,
|
| 390 |
+
0.0,
|
| 391 |
+
0.0,
|
| 392 |
+
0.0,
|
| 393 |
+
0.0,
|
| 394 |
+
0.12793564781546593,
|
| 395 |
+
0.0,
|
| 396 |
+
0.0,
|
| 397 |
+
0.0,
|
| 398 |
+
0.0,
|
| 399 |
+
0.0,
|
| 400 |
+
0.0,
|
| 401 |
+
0.0,
|
| 402 |
+
0.0,
|
| 403 |
+
0.0,
|
| 404 |
+
0.12850284621119498,
|
| 405 |
+
0.0,
|
| 406 |
+
0.0,
|
| 407 |
+
0.0,
|
| 408 |
+
0.0,
|
| 409 |
+
0.0,
|
| 410 |
+
0.0,
|
| 411 |
+
0.0,
|
| 412 |
+
0.0,
|
| 413 |
+
0.0,
|
| 414 |
+
0.12698111012578012,
|
| 415 |
+
0.0,
|
| 416 |
+
0.0,
|
| 417 |
+
0.0,
|
| 418 |
+
0.0,
|
| 419 |
+
0.0,
|
| 420 |
+
0.0,
|
| 421 |
+
0.0,
|
| 422 |
+
0.0,
|
| 423 |
+
0.0
|
| 424 |
+
]
|
| 425 |
+
}
|