mask-ddpm/example/results/train_log.csv

epoch,step,loss,loss_cont,loss_disc
0,0,4797.822266,6852.973633,2.039051
0,10,4753.502930,6790.025391,1.446215
0,20,2720.916992,3886.466553,1.172750
0,30,2201.560547,3144.568359,1.102887
0,40,1616.126465,2308.275879,1.005692
0,50,1789.223389,2555.632080,0.847064
0,60,1724.326294,2462.857178,0.965024
0,70,1461.628052,2087.665771,0.788176
0,80,1376.937134,1966.719727,0.694266
0,90,1452.686890,2074.936279,0.678570
0,100,1334.297607,1905.743408,0.824797
0,110,1451.095337,2072.652344,0.705880
0,120,1291.376099,1844.496460,0.682696
0,130,1130.423218,1614.575317,0.635550
0,140,1409.200562,2012.904297,0.474410
0,150,1146.186523,1637.295654,0.186657
0,160,1471.218872,2101.611328,0.218661
0,170,1416.408203,2023.354248,0.132018
0,180,1362.952759,1947.007568,0.088050
0,190,1164.895752,1664.089233,0.039806
0,200,1288.590088,1840.757202,0.136519
0,210,1291.267822,1844.458984,0.412502
0,220,1380.328369,1971.662964,0.481847
0,230,1186.991699,1695.527588,0.349024
0,240,1292.311157,1845.995483,0.319953
0,250,1201.942627,1716.782349,0.577986
0,260,1248.255371,1782.827393,0.845356
0,270,1138.191895,1625.688721,0.624449
0,280,1296.677368,1852.057251,0.718923
0,290,1253.186768,1789.973022,0.623520
0,300,1299.277222,1855.800049,0.660544
0,310,1215.759155,1736.460205,0.741020
0,320,1263.682861,1804.980591,0.590019
0,330,1294.515015,1848.947998,0.777936
0,340,1298.299927,1854.397095,0.680682
0,350,1295.029907,1849.764893,0.582947
0,360,1248.494141,1783.263672,0.622401
0,370,1208.572144,1726.239380,0.621187
0,380,1299.383179,1856.076294,0.375033
0,390,1275.553711,1822.019775,0.405109
0,400,1287.275024,1838.617798,0.740544
0,410,1237.099731,1766.910767,0.815990
0,420,1341.461914,1916.037598,0.720329
0,430,1165.896240,1665.186646,0.811856
0,440,1366.817017,1952.304565,0.627709
0,450,1256.462158,1794.596558,0.768298
0,460,1219.169556,1741.289185,0.828414
0,470,1241.760620,1773.554321,0.843223
0,480,1246.994995,1781.061523,0.787702
0,490,1068.721802,1526.399902,0.739085
0,500,1218.883545,1740.918335,0.742801
0,510,1224.043823,1748.292358,0.741094
0,520,1217.895142,1739.463989,0.857298
0,530,1290.582764,1843.315063,0.812526
0,540,1259.180786,1798.443726,0.839646
0,550,1234.518799,1763.307617,0.614072
0,560,1311.621704,1873.361694,0.839607
0,570,1226.268677,1751.474976,0.733381
0,580,1149.660156,1641.995605,0.820854
0,590,1467.181885,2095.624023,0.706110
1,0,1330.036011,1899.725586,0.618430
1,10,1287.489502,1839.064697,0.405708
1,20,1283.512329,1833.265747,0.683769
1,30,1151.041748,1644.054932,0.616006
1,40,1374.530518,1963.230225,0.837991
1,50,1284.922607,1835.226074,0.831481
1,60,1221.930542,1745.246338,0.807761
1,70,1293.159546,1847.076904,0.629980
1,80,1266.806274,1809.422363,0.641671
1,90,1146.724487,1637.888184,0.613971
1,100,917.306213,1310.034424,0.864390
1,110,1330.369751,1900.216309,0.670868
1,120,1189.738647,1699.321411,0.661277
1,130,1266.973633,1809.738159,0.455812
1,140,1191.648682,1702.132202,0.449160
1,150,1184.667603,1692.270020,0.202323
1,160,1225.792969,1750.971680,0.304138
1,170,1280.284546,1828.884521,0.152532
1,180,1231.234619,1758.860474,0.048542
1,190,1159.337280,1656.153809,0.046309
1,200,1336.904785,1909.677124,0.369194
1,210,1133.345215,1618.881226,0.355616
1,220,1193.090820,1704.161011,0.537009
1,230,1331.185791,1901.457520,0.489664
1,240,1338.348755,1911.663940,0.554686
1,250,1289.818726,1842.352173,0.525659
1,260,1171.145630,1672.753418,0.676958
1,270,1232.080200,1759.864746,0.527328
1,280,1210.876099,1729.491211,0.725530
1,290,1252.182739,1788.461548,0.813513
1,300,1194.461060,1706.080811,0.631786
1,310,1186.226562,1694.233032,0.829106
1,320,1213.647827,1733.491211,0.629160
1,330,1246.376709,1780.210938,0.710997
1,340,1208.573608,1726.232544,0.657516
1,350,1333.392456,1904.535156,0.683336
1,360,1279.919067,1828.203735,0.531965
1,370,1278.285278,1825.733276,0.853319
1,380,1219.812744,1742.383545,0.434646
1,390,1177.165039,1681.391602,0.585326
1,400,920.571350,1314.736328,0.784562
1,410,992.625183,1417.640991,0.857238
1,420,1338.851440,1912.311768,0.720823
1,430,1203.835205,1719.403442,0.787538
1,440,993.997986,1419.718506,0.591997
1,450,1283.096313,1832.684937,0.676832
1,460,1042.137695,1488.460083,0.656986
1,470,1287.112915,1838.366577,0.797846
1,480,1188.956421,1698.221924,0.622244
1,490,1270.665039,1814.868042,0.808848
1,500,1199.849365,1713.822144,0.522210
1,510,1205.762207,1722.120850,0.876591
1,520,1311.021240,1872.539551,0.757383
1,530,1247.911865,1782.401489,0.709965
1,540,1248.866577,1783.798218,0.641546
1,550,1247.259644,1781.426025,0.823962
1,560,1197.133789,1709.865845,0.712547
1,570,1227.303589,1752.927490,0.792269
1,580,1252.731323,1789.261353,0.776953
1,590,1176.774414,1680.718994,0.851522
2,0,1098.262329,1568.604980,0.679397
2,10,1237.786987,1768.045776,0.446850
2,20,1216.260864,1737.202515,0.669924
2,30,1370.477539,1957.515991,0.664532
2,40,1214.121582,1734.246826,0.440045
2,50,1218.643433,1740.562378,0.776702
2,60,1252.130371,1788.422485,0.736225
2,70,1137.843506,1625.149170,0.748395
2,80,1302.731567,1860.783447,0.549634
2,90,1221.607910,1744.929443,0.463216
2,100,1232.614624,1760.524048,0.767600
2,110,1397.534180,1996.216675,0.550427
2,120,1371.388550,1958.800537,0.702421
2,130,1244.099243,1777.034546,0.519054
2,140,1233.071045,1761.380493,0.279860
2,150,1081.140747,1544.419312,0.088799
2,160,1133.167114,1618.747314,0.085251
2,170,1371.368896,1958.995972,0.178791
2,180,1273.994507,1819.945068,0.051457
2,190,1214.075439,1734.343262,0.050498
2,200,1259.234009,1798.841309,0.095359
2,210,1167.827759,1668.179810,0.279021
2,220,1078.972290,1541.141113,0.514145
2,230,1221.703613,1745.105347,0.378282
2,240,1244.654053,1777.859131,0.453636
2,250,1319.363525,1884.549561,0.545580
2,260,1227.065186,1752.597290,0.767478
2,270,1273.335571,1818.742676,0.667558
2,280,1237.618286,1767.710938,0.688137
2,290,1196.817505,1709.409180,0.721883
2,300,1210.702026,1729.198730,0.831698
2,310,1259.064941,1798.303711,0.789727
2,320,1276.499023,1823.321289,0.534169
2,330,1170.965332,1672.488403,0.696547
2,340,1257.479736,1796.100586,0.639895
2,350,1310.054077,1871.223389,0.609424
2,360,1199.179565,1712.830811,0.611339
2,370,1371.515747,1958.963379,0.750318
2,380,1142.531616,1631.890381,0.637753
2,390,1285.906128,1836.650635,0.788107
2,400,1257.646729,1796.396362,0.511499
2,410,1120.523193,1600.473389,0.586036
2,420,1263.598633,1804.769653,0.812478
2,430,1349.209717,1927.138794,0.655227
2,440,1193.089966,1704.088379,0.709088
2,450,1293.467163,1847.479248,0.727471
2,460,1259.018677,1798.292725,0.659833
2,470,1220.317139,1742.962158,0.762094
2,480,1225.293823,1750.081665,0.737969
2,490,1289.572510,1841.917603,0.719148
2,500,1265.778809,1807.965576,0.627489
2,510,1207.737915,1725.042969,0.643273
2,520,1264.236450,1805.674805,0.839144
2,530,1227.963867,1753.888184,0.762401
2,540,1242.537354,1774.704346,0.763988
2,550,1208.261353,1725.711914,0.826194
2,560,1265.552979,1807.564941,0.814803
2,570,1276.673950,1823.425171,0.873767
2,580,1136.360596,1623.042480,0.721133
2,590,1246.882324,1780.928345,0.730988
3,0,1330.319092,1900.162231,0.592795
3,10,1119.329590,1598.816528,0.461501
3,20,1204.039185,1719.729736,0.700836
3,30,1219.248901,1741.524170,0.556295
3,40,1186.016235,1693.989868,0.692069
3,50,1187.077637,1695.493286,0.729098
3,60,1234.537354,1763.346313,0.608482
3,70,1282.378052,1831.638794,0.723082
3,80,1248.796875,1783.698120,0.643855
3,90,1112.991089,1589.726929,0.558866
3,100,1236.845459,1766.562744,0.788905
3,110,1232.599365,1760.556274,0.649908
3,120,1227.351929,1753.093628,0.575881
3,130,1078.685303,1540.766724,0.433323
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3,150,1257.172485,1795.765381,0.397859
3,160,1254.068604,1791.389648,0.251573
3,170,1233.857422,1762.542603,0.208934
3,180,1326.462891,1894.886353,0.084037
3,190,1312.634521,1875.147705,0.049892
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3,210,1065.124146,1521.379272,0.462837
3,220,1174.964966,1678.313721,0.431193
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3,270,1300.132324,1857.167725,0.332222
3,280,1133.766357,1619.356812,0.665098
3,290,1172.376099,1674.447144,0.827378
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3,360,1311.251343,1872.878174,0.741369
3,370,1260.405273,1800.273315,0.668310
3,380,1158.071655,1654.116821,0.583734
3,390,1173.067017,1675.567993,0.521040
3,400,1242.214478,1774.302734,0.629004
3,410,1236.775391,1766.484009,0.739310
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4,70,1167.594238,1667.696899,0.639495
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5,90,1210.908936,1729.558228,0.681118
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5,400,1259.491211,1798.957397,0.693762
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6,70,1095.029297,1564.042725,0.616695
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7,40,1240.441040,1771.731201,0.721058
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7,60,1219.001221,1741.096680,0.733641
7,70,1271.720947,1816.427734,0.690385
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7,90,1198.285767,1711.531616,0.660012
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8,20,1241.834839,1773.752808,0.641202
8,30,1157.963257,1653.908081,0.709128
8,40,1258.733154,1797.898682,0.634424
8,50,1188.717407,1697.795898,0.823840
8,60,1195.418457,1707.481567,0.558300
8,70,1251.035400,1786.892578,0.661513
8,80,1200.994263,1715.428223,0.598400
8,90,1260.229004,1800.040649,0.614781
8,100,1149.511230,1641.878296,0.605373
8,110,1219.917114,1742.423096,0.689280
8,120,1241.443726,1773.078125,0.910648
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8,160,1310.737671,1872.384888,0.174539
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8,410,933.342102,1333.011230,0.722231
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9,0,1193.416870,1704.632446,0.495960
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9,20,1200.499512,1714.708374,0.622692
9,30,1180.030762,1685.451050,0.669829
9,40,1151.125366,1644.180054,0.613340
9,50,1209.531494,1727.526855,0.829777
9,60,1265.101929,1807.011353,0.596915
9,70,1224.867676,1749.530518,0.606768
9,80,1295.755127,1850.814697,0.576090
9,90,1205.912476,1722.405640,0.706676
9,100,1258.736328,1797.883423,0.674026
9,110,1176.542603,1680.364136,0.908836
9,120,1234.897583,1763.859619,0.599302
9,130,1304.135620,1862.759888,0.628429
9,140,1197.351318,1710.285400,0.447172
9,150,1225.127930,1750.097046,0.146236
9,160,1149.257446,1641.672363,0.229273
9,170,1207.427002,1724.825195,0.116432
9,180,1119.437256,1599.099243,0.163190
9,190,1281.017700,1829.974243,0.075015
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9,210,1133.735962,1619.325073,0.631479
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9,280,1032.373047,1474.389282,0.950674
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9,300,1204.751953,1720.794922,0.598054
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9,570,1248.681885,1783.494751,0.741441
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