Upload checkpoints/transfer/srtio3/training_metadata.json with huggingface_hub

checkpoints/transfer/srtio3/training_metadata.json

@@ -0,0 +1,1968 @@
+{
+  "worlds": [
+    "data/simulated/srtio3_clustered_easy.h5"
+  ],
+  "phase_worlds": [],
+  "device": "cuda",
+  "timestamp": "2026-02-26 23:14:01",
+  "atom_finder": {
+    "n_members": 3,
+    "epochs": 30,
+    "lr": 0.001,
+    "n_train": 1280,
+    "n_val": 320,
+    "train_indices": [
+      742,
+      9,
+      574,
+      4,
+      1450,
+      180,
+      986,
+      1110,
+      1462,
+      209,
+      368,
+      1500,
+      362,
+      472,
+      517,
+      1222,
+      1395,
+      1103,
+      377,
+      1553,
+      869,
+      979,
+      455,
+      375,
+      323,
+      1388,
+      1375,
+      598,
+      443,
+      1225,
+      302,
+      1039,
+      459,
+      305,
+      1077,
+      1119,
+      1127,
+      414,
+      1310,
+      1174,
+      1146,
+      140,
+      509,
+      1180,
+      1131,
+      1028,
+      165,
+      1591,
+      157,
+      1173,
+      1120,
+      1380,
+      422,
+      11,
+      1448,
+      689,
+      439,
+      1035,
+      618,
+      1102,
+      86,
+      1000,
+      1540,
+      1044,
+      0,
+      1101,
+      899,
+      1301,
+      1215,
+      1489,
+      537,
+      916,
+      568,
+      110,
+      15,
+      1434,
+      403,
+      1300,
+      964,
+      1506,
+      1094,
+      775,
+      624,
+      1149,
+      1366,
+      345,
+      701,
+      724,
+      99,
+      122,
+      1177,
+      723,
+      129,
+      289,
+      131,
+      1125,
+      905,
+      662,
+      277,
+      1564,
+      1370,
+      6,
+      1557,
+      1476,
+      1401,
+      536,
+      565,
+      385,
+      677,
+      331,
+      1085,
+      390,
+      47,
+      628,
+      1348,
+      864,
+      172,
+      657,
+      98,
+      921,
+      719,
+      1589,
+      67,
+      679,
+      1532,
+      1354,
+      355,
+      768,
+      379,
+      806,
+      108,
+      987,
+      1328,
+      551,
+      614,
+      303,
+      1272,
+      433,
+      766,
+      623,
+      959,
+      463,
+      747,
+      169,
+      695,
+      136,
+      7,
+      673,
+      596,
+      1231,
+      222,
+      75,
+      1584,
+      1357,
+      706,
+      332,
+      1590,
+      73,
+      1012,
+      1203,
+      486,
+      1141,
+      1153,
+      841,
+      1517,
+      588,
+      663,
+      482,
+      1166,
+      561,
+      935,
+      1404,
+      214,
+      1464,
+      753,
+      1334,
+      100,
+      156,
+      418,
+      286,
+      1188,
+      1278,
+      1083,
+      1496,
+      1040,
+      1151,
+      1027,
+      1384,
+      658,
+      1308,
+      1552,
+      160,
+      1224,
+      1427,
+      934,
+      19,
+      873,
+      741,
+      1314,
+      594,
+      926,
+      378,
+      884,
+      57,
+      483,
+      922,
+      1251,
+      1569,
+      1069,
+      744,
+      474,
+      977,
+      492,
+      680,
+      900,
+      1515,
+      691,
+      518,
+      891,
+      833,
+      278,
+      1402,
+      883,
+      1429,
+      1313,
+      426,
+      52,
+      578,
+      420,
+      1053,
+      1525,
+      128,
+      1099,
+      800,
+      541,
+      62,
+      857,
+      366,
+      616,
+      224,
+      104,
+      652,
+      1087,
+      276,
+      1374,
+      320,
+      440,
+      830,
+      584,
+      524,
+      513,
+      1307,
+      607,
+      1485,
+      127,
+      508,
+      1126,
+      230,
+      615,
+      203,
+      960,
+      711,
+      124,
+      61,
+      1194,
+      836,
+      395,
+      1587,
+      438,
+      1264,
+      1367,
+      1060,
+      1583,
+      1016,
+      1150,
+      1330,
+      380,
+      559,
+      228,
+      14,
+      947,
+      585,
+      421,
+      1580,
+      997,
+      1302,
+      300,
+      232,
+      1232,
+      1297,
+      271,
+      1205,
+      364,
+      134,
+      1161,
+      291,
+      1453,
+      60,
+      103,
+      749,
+      1456,
+      1169,
+      462,
+      176,
+      143,
+      906,
+      147,
+      976,
+      595,
+      388,
+      1057,
+      771,
+      955,
+      502,
+      324,
+      650,
+      634,
+      1526,
+      1092,
+      434,
+      855,
+      1449,
+      1065,
+      1088,
+      1369,
+      1266,
+      248,
+      251,
+      17,
+      850,
+      896,
+      1468,
+      1171,
+      328,
+      601,
+      306,
+      1036,
+      832,
+      619,
+      92,
+      974,
+      1452,
+      173,
+      1405,
+      1466,
+      226,
+      546,
+      1444,
+      185,
+      1546,
+      949,
+      1199,
+      1024,
+      925,
+      845,
+      208,
+      881,
+      1031,
+      262,
+      1223,
+      1387,
+      540,
+      1,
+      506,
+      85,
+      412,
+      569,
+      1294,
+      1090,
+      1051,
+      253,
+      702,
+      937,
+      683,
+      936,
+      1484,
+      1379,
+      290,
+      112,
+      1372,
+      407,
+      575,
+      659,
+      1034,
+      996,
+      126,
+      167,
+      1047,
+      1212,
+      542,
+      672,
+      599,
+      767,
+      1495,
+      548,
+      1084,
+      1359,
+      1030,
+      1481,
+      712,
+      1319,
+      1207,
+      882,
+      1595,
+      931,
+      158,
+      1309,
+      186,
+      675,
+      296,
+      576,
+      499,
+      757,
+      1165,
+      1542,
+      246,
+      358,
+      1245,
+      703,
+      545,
+      1341,
+      967,
+      1289,
+      1138,
+      1439,
+      77,
+      1520,
+      972,
+      500,
+      904,
+      1086,
+      909,
+      148,
+      207,
+      583,
+      962,
+      1431,
+      475,
+      313,
+      1275,
+      1472,
+      557,
+      189,
+      787,
+      887,
+      326,
+      1474,
+      858,
+      566,
+      1182,
+      219,
+      1537,
+      609,
+      816,
+      1260,
+      1073,
+      1461,
+      88,
+      255,
+      480,
+      1185,
+      1240,
+      267,
+      340,
+      795,
+      1218,
+      1267,
+      984,
+      202,
+      259,
+      1010,
+      425,
+      470,
+      225,
+      1358,
+      592,
+      260,
+      1304,
+      1576,
+      846,
+      464,
+      394,
+      1544,
+      597,
+      988,
+      1490,
+      498,
+      270,
+      840,
+      1148,
+      237,
+      330,
+      1164,
+      1413,
+      427,
+      1568,
+      154,
+      761,
+      722,
+      991,
+      402,
+      1501,
+      1582,
+      1201,
+      339,
+      1475,
+      1147,
+      1412,
+      911,
+      1399,
+      39,
+      243,
+      606,
+      1574,
+      95,
+      694,
+      382,
+      1258,
+      799,
+      1473,
+      535,
+      1170,
+      823,
+      718,
+      621,
+      1299,
+      254,
+      1534,
+      503,
+      46,
+      101,
+      130,
+      804,
+      522,
+      1050,
+      153,
+      951,
+      880,
+      212,
+      72,
+      221,
+      466,
+      1386,
+      556,
+      183,
+      484,
+      43,
+      1229,
+      1121,
+      392,
+      1438,
+      1571,
+      772,
+      1507,
+      1210,
+      898,
+      118,
+      497,
+      327,
+      533,
+      1499,
+      481,
+      446,
+      600,
+      839,
+      773,
+      36,
+      1288,
+      59,
+      1007,
+      206,
+      713,
+      1572,
+      670,
+      1478,
+      1075,
+      700,
+      1371,
+      398,
+      447,
+      589,
+      460,
+      195,
+      16,
+      249,
+      322,
+      102,
+      1129,
+      1363,
+      1376,
+      1196,
+      1284,
+      932,
+      1436,
+      1339,
+      1135,
+      1268,
+      1323,
+      227,
+      1324,
+      908,
+      1195,
+      821,
+      1385,
+      539,
+      534,
+      233,
+      109,
+      516,
+      408,
+      1238,
+      632,
+      564,
+      354,
+      1079,
+      591,
+      611,
+      642,
+      435,
+      244,
+      42,
+      1368,
+      1262,
+      854,
+      113,
+      897,
+      788,
+      971,
+      274,
+      901,
+      50,
+      341,
+      432,
+      515,
+      727,
+      1019,
+      992,
+      748,
+      815,
+      532,
+      83,
+      1529,
+      1093,
+      205,
+      448,
+      981,
+      507,
+      746,
+      261,
+      1445,
+      13,
+      231,
+      579,
+      456,
+      644,
+      779,
+      2,
+      1441,
+      1555,
+      488,
+      1423,
+      477,
+      423,
+      1505,
+      1184,
+      1277,
+      549,
+      490,
+      1172,
+      1535,
+      1200,
+      1482,
+      413,
+      573,
+      1055,
+      69,
+      1095,
+      895,
+      381,
+      558,
+      1175,
+      739,
+      146,
+      152,
+      1528,
+      875,
+      161,
+      570,
+      1430,
+      344,
+      1559,
+      411,
+      283,
+      1338,
+      1025,
+      912,
+      1414,
+      1107,
+      107,
+      1230,
+      603,
+      835,
+      1504,
+      860,
+      1156,
+      1513,
+      1451,
+      1581,
+      1159,
+      65,
+      1392,
+      1340,
+      192,
+      87,
+      159,
+      35,
+      994,
+      1183,
+      781,
+      1256,
+      1137,
+      1059,
+      791,
+      1530,
+      844,
+      1020,
+      298,
+      552,
+      1356,
+      115,
+      656,
+      801,
+      968,
+      530,
+      1287,
+      51,
+      142,
+      280,
+      1510,
+      853,
+      978,
+      217,
+      56,
+      1471,
+      874,
+      1469,
+      784,
+      436,
+      416,
+      21,
+      649,
+      605,
+      1017,
+      1056,
+      1455,
+      829,
+      1261,
+      953,
+      918,
+      198,
+      1091,
+      639,
+      1306,
+      1108,
+      1488,
+      907,
+      263,
+      1273,
+      1315,
+      688,
+      878,
+      664,
+      820,
+      247,
+      93,
+      1253,
+      311,
+      817,
+      1193,
+      1022,
+      429,
+      20,
+      1217,
+      1298,
+      785,
+      383,
+      337,
+      405,
+      359,
+      520,
+      308,
+      361,
+      692,
+      1585,
+      144,
+      620,
+      120,
+      645,
+      944,
+      1458,
+      608,
+      238,
+      716,
+      1365,
+      1565,
+      282,
+      1425,
+      547,
+      1061,
+      1406,
+      786,
+      461,
+      731,
+      733,
+      1233,
+      312,
+      872,
+      23,
+      295,
+      1187,
+      1186,
+      1009,
+      640,
+      1265,
+      626,
+      525,
+      168,
+      1536,
+      1270,
+      215,
+      948,
+      764,
+      316,
+      40,
+      1130,
+      41,
+      317,
+      1257,
+      1503,
+      755,
+      902,
+      682,
+      1244,
+      1281,
+      1364,
+      1543,
+      1011,
+      1292,
+      175,
+      699,
+      179,
+      352,
+      1124,
+      1214,
+      1508,
+      1176,
+      930,
+      91,
+      396,
+      760,
+      737,
+      1333,
+      523,
+      1096,
+      1227,
+      982,
+      1378,
+      1003,
+      769,
+      386,
+      735,
+      1198,
+      782,
+      1241,
+      133,
+      933,
+      1113,
+      119,
+      740,
+      1509,
+      571,
+      1312,
+      471,
+      1424,
+      188,
+      661,
+      914,
+      424,
+      1067,
+      178,
+      655,
+      708,
+      1400,
+      1432,
+      1295,
+      1492,
+      1349,
+      1433,
+      886,
+      1321,
+      1004,
+      956,
+      121,
+      868,
+      1154,
+      223,
+      1465,
+      1342,
+      1114,
+      633,
+      1206,
+      309,
+      1068,
+      929,
+      666,
+      450,
+      969,
+      514,
+      1209,
+      220,
+      139,
+      1046,
+      399,
+      684,
+      567,
+      1350,
+      236,
+      871,
+      957,
+      1533,
+      1594,
+      285,
+      384,
+      778,
+      653,
+      527,
+      1181,
+      400,
+      193,
+      1106,
+      1291,
+      1483,
+      1487,
+      1545,
+      1516,
+      1470,
+      1134,
+      1163,
+      752,
+      1575,
+      79,
+      758,
+      1132,
+      1343,
+      915,
+      1013,
+      715,
+      1467,
+      1115,
+      343,
+      54,
+      958,
+      1005,
+      865,
+      1082,
+      239,
+      1076,
+      511,
+      686,
+      342,
+      48,
+      651,
+      630,
+      1280,
+      985,
+      1440,
+      1391,
+      10,
+      1243,
+      966,
+      1219,
+      698,
+      196,
+      876,
+      1327,
+      90,
+      137,
+      1522,
+      406,
+      1140,
+      1191,
+      367,
+      1521,
+      870,
+      164,
+      553,
+      975,
+      1523,
+      505,
+      1592,
+      822,
+      1479,
+      531,
+      376,
+      335,
+      190,
+      1001,
+      668,
+      182,
+      213,
+      989,
+      1142,
+      96,
+      389,
+      1422,
+      965,
+      321,
+      234,
+      938,
+      325,
+      1410,
+      166,
+      12,
+      919,
+      32,
+      5,
+      1373,
+      1042,
+      437,
+      1588,
+      268,
+      913,
+      24,
+      494,
+      945,
+      1037,
+      365,
+      485,
+      627,
+      1021,
+      1428,
+      1296,
+      1122,
+      391,
+      111,
+      64,
+      1080,
+      1437,
+      1548,
+      3,
+      1393,
+      641,
+      1566,
+      1111,
+      726,
+      1235,
+      307,
+      135,
+      1179,
+      80,
+      114,
+      861,
+      631,
+      831,
+      1397,
+      890,
+      1049,
+      428,
+      489,
+      410,
+      1192,
+      577,
+      963,
+      117,
+      725,
+      1351,
+      1145,
+      1097,
+      297,
+      1063,
+      310,
+      200,
+      1202,
+      174,
+      22,
+      287,
+      852,
+      1320,
+      26,
+      690,
+      512,
+      1502,
+      284,
+      843,
+      1325,
+      1098,
+      751,
+      825,
+      1361,
+      555,
+      765,
+      125,
+      660,
+      105,
+      1221,
+      241,
+      920,
+      1457,
+      240,
+      993,
+      1560,
+      580,
+      838,
+      63,
+      353,
+      777,
+      1598,
+      1344,
+      1144,
+      1494,
+      162,
+      980,
+      431,
+      1317,
+      665,
+      720,
+      257,
+      1311,
+      586,
+      1417,
+      336,
+      1531,
+      750,
+      1360,
+      681,
+      629,
+      826,
+      910,
+      990,
+      1054,
+      1577,
+      1352,
+      612,
+      1162,
+      1331,
+      170,
+      184,
+      1033,
+      647,
+      1318,
+      371,
+      762,
+      1411,
+      1066,
+      1345,
+      25,
+      1597,
+      1123,
+      1563,
+      1133,
+      1599,
+      1497,
+      1409,
+      544,
+      812,
+      458,
+      1250,
+      705,
+      709,
+      572,
+      1403,
+      510,
+      181,
+      1491,
+      927,
+      941,
+      667,
+      1143,
+      288,
+      1419,
+      1305,
+      1362,
+      763,
+      736,
+      824,
+      743,
+      818,
+      1463,
+      216,
+      1519,
+      275,
+      783,
+      347,
+      273,
+      1447,
+      454,
+      617,
+      1018,
+      973,
+      465,
+      70,
+      999,
+      1128,
+      866,
+      1208,
+      810,
+      1190,
+      646,
+      923,
+      315,
+      1041,
+      889,
+      1167,
+      476,
+      837,
+      543,
+      1549,
+      696,
+      1382,
+      1116,
+      242,
+      235,
+      55,
+      526,
+      445,
+      370,
+      1252,
+      1347,
+      417,
+      1032,
+      1242,
+      928,
+      171,
+      374,
+      1089,
+      563,
+      293,
+      943,
+      1052,
+      1239,
+      1420,
+      1276,
+      177,
+      1157,
+      759,
+      1498,
+      319,
+      939,
+      33,
+      790,
+      301,
+      442,
+      995,
+      346,
+      1014,
+      397,
+      1389,
+      245,
+      774,
+      250,
+      1286,
+      258,
+      1002,
+      1454,
+      441,
+      1329,
+      635,
+      44,
+      71,
+      1335,
+      587,
+      803,
+      1322,
+      138,
+      809,
+      1158,
+      1480,
+      1259,
+      946,
+      1118
+    ],
+    "val_indices": [
+      292,
+      1562,
+      116,
+      191,
+      84,
+      738,
+      863,
+      950,
+      34,
+      562,
+      1136,
+      467,
+      940,
+      842,
+      81,
+      1303,
+      94,
+      491,
+      1283,
+      97,
+      1390,
+      269,
+      1038,
+      671,
+      1015,
+      1254,
+      1226,
+      1008,
+      1460,
+      924,
+      430,
+      1383,
+      1220,
+      851,
+      444,
+      590,
+      256,
+      648,
+      318,
+      1285,
+      1234,
+      1541,
+      1512,
+      1078,
+      1336,
+      1514,
+      1255,
+      204,
+      211,
+      479,
+      729,
+      163,
+      1326,
+      714,
+      983,
+      404,
+      155,
+      1398,
+      998,
+      453,
+      1081,
+      264,
+      894,
+      1263,
+      849,
+      1539,
+      1168,
+      199,
+      281,
+      348,
+      1353,
+      582,
+      1446,
+      78,
+      676,
+      76,
+      279,
+      1236,
+      28,
+      1204,
+      1064,
+      360,
+      45,
+      1561,
+      1112,
+      1377,
+      58,
+      409,
+      82,
+      218,
+      1524,
+      1551,
+      754,
+      704,
+      888,
+      1062,
+      68,
+      521,
+      314,
+      805,
+      487,
+      1578,
+      637,
+      419,
+      415,
+      451,
+      1586,
+      892,
+      834,
+      1155,
+      970,
+      329,
+      604,
+      132,
+      1100,
+      469,
+      770,
+      877,
+      30,
+      1442,
+      638,
+      848,
+      187,
+      478,
+      66,
+      1443,
+      27,
+      1248,
+      903,
+      338,
+      1023,
+      625,
+      1247,
+      373,
+      106,
+      1316,
+      145,
+      893,
+      1332,
+      814,
+      789,
+      194,
+      1271,
+      1493,
+      717,
+      808,
+      1570,
+      304,
+      1593,
+      1006,
+      504,
+      266,
+      387,
+      1538,
+      18,
+      732,
+      697,
+      1216,
+      1527,
+      1071,
+      867,
+      49,
+      917,
+      363,
+      265,
+      807,
+      828,
+      776,
+      879,
+      613,
+      636,
+      201,
+      581,
+      473,
+      123,
+      53,
+      1026,
+      149,
+      728,
+      811,
+      457,
+      1596,
+      1109,
+      1421,
+      1228,
+      151,
+      393,
+      550,
+      1579,
+      501,
+      1048,
+      1426,
+      1279,
+      37,
+      1189,
+      468,
+      554,
+      1477,
+      1547,
+      674,
+      349,
+      229,
+      1282,
+      1407,
+      1249,
+      734,
+      528,
+      1554,
+      862,
+      961,
+      1550,
+      593,
+      856,
+      954,
+      1160,
+      31,
+      496,
+      356,
+      1072,
+      707,
+      610,
+      519,
+      89,
+      687,
+      38,
+      1558,
+      1567,
+      1269,
+      150,
+      1435,
+      1346,
+      802,
+      819,
+      1511,
+      210,
+      1246,
+      622,
+      780,
+      1237,
+      294,
+      334,
+      493,
+      798,
+      1104,
+      847,
+      685,
+      1556,
+      827,
+      796,
+      369,
+      29,
+      1178,
+      678,
+      792,
+      643,
+      1074,
+      495,
+      141,
+      1415,
+      602,
+      952,
+      1381,
+      1213,
+      669,
+      272,
+      654,
+      449,
+      529,
+      1290,
+      1355,
+      372,
+      1197,
+      1418,
+      859,
+      333,
+      756,
+      942,
+      1152,
+      197,
+      560,
+      1139,
+      1029,
+      8,
+      730,
+      1274,
+      1058,
+      1518,
+      1573,
+      885,
+      794,
+      252,
+      1293,
+      710,
+      793,
+      1070,
+      401,
+      693,
+      1117,
+      1337,
+      357,
+      1459,
+      721,
+      538,
+      1396,
+      1105,
+      1416,
+      1045,
+      452,
+      74,
+      813,
+      745,
+      299,
+      1211,
+      350,
+      1043,
+      1394,
+      1486,
+      351,
+      797,
+      1408
+    ],
+    "loss_curves": {
+      "member_0": {
+        "train": [
+          0.5176741264760494,
+          0.5005979109555483,
+          0.500180728174746,
+          0.5003471402451396,
+          0.5001706423237919,
+          0.5001239730045199,
+          0.49998341389000417,
+          0.4997276959940791,
+          0.49965707268565895,
+          0.4994665505364537,
+          0.499260681681335,
+          0.49907307103276255,
+          0.4989764323458076,
+          0.49868626352399587,
+          0.49870154410600664,
+          0.4986657012254,
+          0.4982196904718876,
+          0.49797675050795076,
+          0.4977402472868562,
+          0.49736305605620146,
+          0.4969522314146161,
+          0.49645370841026304,
+          0.49635073989629747,
+          0.49588341135531666,
+          0.49513947144150733,
+          0.4951816836372018,
+          0.49443739708513024,
+          0.4940456937998533,
+          0.4936755560338497,
+          0.49326775316148996
+        ],
+        "val": [
+          0.5009867869317531,
+          0.5007455110549927,
+          0.5005554176867009,
+          0.5002667739987373,
+          0.5030040211975575,
+          0.5008648112416267,
+          0.5003884196281433,
+          0.5002325378358364,
+          0.49973728582262994,
+          0.501566319167614,
+          0.5005105145275592,
+          0.49959573373198507,
+          0.49930033162236215,
+          0.4990402452647686,
+          0.4989622227847576,
+          0.4983502008020878,
+          0.49806068688631056,
+          0.4981698513031006,
+          0.4980182573199272,
+          0.4978831857442856,
+          0.4975415401160717,
+          0.49677453115582465,
+          0.4964686080813408,
+          0.4965838104486465,
+          0.4953526571393013,
+          0.4943517468869686,
+          0.49434188231825826,
+          0.49322630316019056,
+          0.49314592108130456,
+          0.49254710227251053
+        ],
+        "best_val_loss": 0.49254710227251053
+      },
+      "member_1": {
+        "train": [
+          0.5146724347025156,
+          0.5007376482710242,
+          0.5006004957482219,
+          0.5002284726127982,
+          0.5001634145155549,
+          0.5003547083586455,
+          0.5000268833711743,
+          0.5001529138535261,
+          0.499939126893878,
+          0.5000786129385233,
+          0.49979101661592723,
+          0.4996833926066756,
+          0.4994579179212451,
+          0.4993397301062942,
+          0.49887749664485453,
+          0.49853196628391744,
+          0.4984971510246396,
+          0.4980078021064401,
+          0.49796806238591673,
+          0.4974316554144025,
+          0.497005714289844,
+          0.4968398777768016,
+          0.4966833537444472,
+          0.49650093354284763,
+          0.4959849765524268,
+          0.4959463844075799,
+          0.49529407639056444,
+          0.4947566445916891,
+          0.4946590280160308,
+          0.49429354835301637
+        ],
+        "val": [
+          0.5012296155095101,
+          0.5003091432154179,
+          0.5007255338132381,
+          0.5002069905400276,
+          0.5001732267439365,
+          0.5006461828947067,
+          0.5000657990574837,
+          0.5007268205285073,
+          0.5000212997198105,
+          0.5002374991774559,
+          0.5014959149062633,
+          0.5002107501029969,
+          0.5004020541906357,
+          0.4995460815727711,
+          0.5000443309545517,
+          0.5001219868659973,
+          0.4982872113585472,
+          0.4980142958462238,
+          0.49808611124753954,
+          0.49737669974565507,
+          0.49795525819063186,
+          0.497430382668972,
+          0.4959216758608818,
+          0.49648123160004615,
+          0.4960945576429367,
+          0.4956852376461029,
+          0.49551384449005126,
+          0.4952460303902626,
+          0.49469915255904195,
+          0.4942614883184433
+        ],
+        "best_val_loss": 0.4942614883184433
+      },
+      "member_2": {
+        "train": [
+          0.5117892729118466,
+          0.5006693312898278,
+          0.5005687272176147,
+          0.5001787891611457,
+          0.5003533210605383,
+          0.5000333720818162,
+          0.4998358516022563,
+          0.499884426407516,
+          0.5000338127836585,
+          0.5000267123803497,
+          0.49987160582095386,
+          0.4997009990736842,
+          0.49915070813149215,
+          0.49913522601127625,
+          0.49888680689036846,
+          0.4986197352409363,
+          0.4989912508055568,
+          0.4992603974416852,
+          0.4985955208539963,
+          0.4980570117011666,
+          0.49787208046764136,
+          0.49742147214710714,
+          0.4974888186901808,
+          0.4970880435779691,
+          0.4966049732640386,
+          0.4963824724778533,
+          0.49593365993350746,
+          0.4956689925864339,
+          0.49520659130066635,
+          0.4952943680807948
+        ],
+        "val": [
+          0.5012101612985134,
+          0.5002056322991848,
+          0.5007269017398357,
+          0.5008580021560192,
+          0.5001922138035297,
+          0.5005132533609867,
+          0.5011402890086174,
+          0.4999064490199089,
+          0.5027178712189198,
+          0.5000898763537407,
+          0.5004692062735557,
+          0.4999698489904404,
+          0.49967957213521,
+          0.5000135324895382,
+          0.4994584798812866,
+          0.5001661039888858,
+          0.499731058627367,
+          0.5009142577648162,
+          0.49849739000201226,
+          0.49830990061163905,
+          0.4987322635948658,
+          0.5004932321608067,
+          0.4977941609919071,
+          0.4969083942472935,
+          0.4969934202730656,
+          0.4967052720487118,
+          0.49633332192897794,
+          0.49545278772711754,
+          0.49554540514945983,
+          0.4956403076648712
+        ],
+        "best_val_loss": 0.49545278772711754
+      }
+    }
+  },
+  "defect_classifier": {
+    "n_patches": 50000,
+    "n_train": 40000,
+    "n_val": 10000,
+    "class_counts": {
+      "0": 25000,
+      "1": 25000
+    },
+    "epochs": 30,
+    "lr": 0.001,
+    "loss_curves": {
+      "train": [
+        0.7015668325424195,
+        0.6947977724075317,
+        0.6941645298480987,
+        0.6937291109085083,
+        0.6934127625465393,
+        0.6924033651828766,
+        0.6866065160751342,
+        0.6780838495731354,
+        0.6764910578250884,
+        0.6742567741394043,
+        0.6737203063488006,
+        0.6721079169273376,
+        0.6725177941322327,
+        0.6710749241828918,
+        0.671482400560379,
+        0.67043258228302,
+        0.6699925742149353,
+        0.6705023768901825,
+        0.6697316197395324,
+        0.6694010271549224,
+        0.6700980924606323,
+        0.6690138598918914,
+        0.6697506246089935,
+        0.6689767679691315,
+        0.6687930953979492,
+        0.6691454034328461,
+        0.6697122146606446,
+        0.6687955495357514,
+        0.668899295091629,
+        0.6685908809185028
+      ],
+      "val": [
+        0.6932608845710755,
+        0.6931980852127075,
+        0.6935497334480286,
+        0.6921580212593078,
+        0.6923747073173523,
+        0.6900632806777954,
+        0.6766090667724609,
+        0.6854657494544983,
+        0.6758839312553406,
+        0.6812408078193665,
+        0.6742834241867065,
+        0.6721507055282593,
+        0.6712295823097228,
+        0.6747580549240112,
+        0.6705356742858887,
+        0.6693751176834106,
+        0.6681582411766053,
+        0.6697241381645203,
+        0.6697392318725586,
+        0.6741553473472596,
+        0.667793963432312,
+        0.6787040874481202,
+        0.6686110466003418,
+        0.6749475984573364,
+        0.6797555907249451,
+        0.6763516719818116,
+        0.6727211603164673,
+        0.6668107422828674,
+        0.6666269341468811,
+        0.6673561712265015
+      ],
+      "train_acc": [
+        0.496825,
+        0.49615,
+        0.500075,
+        0.50525,
+        0.505675,
+        0.5187,
+        0.538925,
+        0.56655,
+        0.5719,
+        0.5763,
+        0.5738,
+        0.57815,
+        0.58105,
+        0.582675,
+        0.583175,
+        0.5838,
+        0.58315,
+        0.584625,
+        0.584825,
+        0.586,
+        0.585425,
+        0.584975,
+        0.586975,
+        0.584375,
+        0.588775,
+        0.586525,
+        0.587925,
+        0.58565,
+        0.5852,
+        0.5867
+      ],
+      "val_acc": [
+        0.4993,
+        0.5007,
+        0.5007,
+        0.525,
+        0.5007,
+        0.5281,
+        0.5728,
+        0.5599,
+        0.5756,
+        0.557,
+        0.5796,
+        0.5784,
+        0.5821,
+        0.5721,
+        0.58,
+        0.585,
+        0.5848,
+        0.5849,
+        0.5845,
+        0.5785,
+        0.5881,
+        0.565,
+        0.5863,
+        0.5758,
+        0.5625,
+        0.5718,
+        0.5752,
+        0.5941,
+        0.5906,
+        0.5929
+      ]
+    },
+    "best_val_loss": 0.6666269341468811
+  },
+  "phase_identifier": {
+    "error": "single_phase"
+  },
+  "total_training_seconds": 375.1
+}