mask-ddpm/example/results/train_log.csv

epoch,step,loss,loss_cont,loss_disc
0,0,4797.877441,6853.052734,2.039051
0,10,4753.437988,6789.932617,1.446214
0,20,2720.863281,3886.389893,1.172748
0,30,2201.989258,3145.180908,1.102890
0,40,1615.424194,2307.271973,1.005696
0,50,1699.296631,2427.165771,0.847387
0,60,3383.332520,4832.870117,0.956719
0,70,1540.251343,2199.969482,0.784062
0,80,1391.104980,1986.953491,0.705054
0,90,1484.363281,2120.183350,0.692118
0,100,1386.008057,1979.621338,0.831566
0,110,1579.495605,2256.075439,0.710534
0,120,1230.644897,1757.734863,0.680374
0,130,1212.868286,1732.352173,0.633294
0,140,1383.160278,1975.709106,0.467816
0,150,1241.273804,1773.143677,0.168244
0,160,1342.562256,1917.814331,0.224204
0,170,1438.330566,2054.670898,0.131359
0,180,1410.945801,2015.562256,0.093070
0,190,1201.439331,1716.281006,0.041156
0,200,1293.361816,1847.575806,0.134508
0,210,1220.957520,1744.020508,0.408440
0,220,1350.288330,1928.750977,0.474111
0,230,1213.784546,1733.795654,0.357078
0,240,1301.322510,1858.869019,0.321601
0,250,1183.194458,1690.003418,0.581910
0,260,1221.768799,1744.993286,0.843098
0,270,1157.128052,1652.738525,0.628209
0,280,1279.113647,1826.974854,0.712109
0,290,1252.406860,1788.847778,0.628699
0,300,1243.796875,1776.535156,0.670629
0,310,1214.197510,1734.224121,0.744345
0,320,1268.065918,1811.231812,0.589500
0,330,1360.608276,1943.363159,0.776004
0,340,1338.104370,1911.244995,0.712268
0,350,1392.425293,1988.917236,0.543746
0,360,1279.492188,1827.540527,0.645360
0,370,1218.487427,1740.400269,0.637035
0,380,1294.248657,1848.736572,0.385388
0,390,1242.544312,1774.860229,0.417412
0,400,1273.935425,1819.570923,0.736516
0,410,1150.585327,1643.314331,0.824828
0,420,1377.296631,1967.225952,0.724262
0,430,1182.583374,1689.025635,0.809745
0,440,1295.735840,1850.748169,0.630308
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0,460,1193.195557,1704.180542,0.835428
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0,480,1246.499512,1780.354858,0.783641
0,490,1064.732056,1520.697998,0.736175
0,500,1243.320923,1775.826294,0.742548
0,510,1216.348755,1737.297119,0.744299
0,520,1291.741699,1844.950928,0.865995
0,530,1311.040527,1872.531494,0.845116
0,540,1187.765991,1696.418457,0.857060
0,550,1201.178467,1715.682983,0.619737
0,560,1301.522095,1858.935547,0.838125
0,570,1219.917969,1742.400635,0.741106
0,580,1145.324585,1635.809570,0.811338
0,590,1249.320557,1784.415283,0.714226
1,0,1244.497803,1777.544678,0.620017
1,10,1306.691895,1866.501709,0.400698
1,20,1271.772339,1816.495239,0.685482
1,30,1146.264771,1637.229858,0.615250
1,40,1386.074707,1979.718872,0.833735
1,50,1307.152344,1866.982666,0.828000
1,60,1207.982300,1725.317261,0.808526
1,70,1266.864258,1809.509155,0.635770
1,80,1274.552246,1820.489624,0.642927
1,90,1136.473267,1623.245972,0.614316
1,100,918.918335,1312.341309,0.846918
1,110,1359.678467,1942.084961,0.670791
1,120,1181.907349,1688.135254,0.660304
1,130,1271.902100,1816.781738,0.451606
1,140,1179.567139,1684.869873,0.465623
1,150,1162.130127,1660.069336,0.211153
1,160,1226.100830,1751.411011,0.296146
1,170,1288.988647,1841.317139,0.159726
1,180,1204.733154,1721.005615,0.045308
1,190,1187.426025,1696.278564,0.046916
1,200,1338.012939,1911.265381,0.371146
1,210,1153.579468,1647.791992,0.347851
1,220,1196.104858,1708.465454,0.541791
1,230,1318.392334,1883.181885,0.488128
1,240,1301.721313,1859.338989,0.560091
1,250,1283.606812,1833.475098,0.532821
1,260,1169.787231,1670.810425,0.679081
1,270,1221.327637,1744.503540,0.527707
1,280,1220.952881,1743.864990,0.736736
1,290,1244.903687,1778.053101,0.819586
1,300,1209.295532,1727.268188,0.629855
1,310,1197.317017,1710.076904,0.829531
1,320,1216.662598,1737.796753,0.632312
1,330,1241.907715,1773.824097,0.716091
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1,360,1271.276855,1815.858032,0.535291
1,370,1251.458374,1787.408813,0.851935
1,380,1229.096558,1755.642822,0.440217
1,390,1181.848389,1688.067383,0.604289
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1,410,990.617554,1414.775513,0.850581
1,420,1340.493042,1914.652954,0.727767
1,430,1181.051636,1686.852783,0.792531
1,440,999.976013,1428.257935,0.595895
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1,480,1163.062256,1661.232910,0.618290
1,490,1261.995239,1802.479858,0.815248
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1,520,1317.740234,1882.142456,0.754467
1,530,1250.464600,1786.053711,0.711940
1,540,1271.450928,1816.056885,0.647792
1,550,1247.891602,1782.326050,0.823423
1,560,1202.431396,1717.430054,0.713217
1,570,1229.673218,1756.311768,0.795188
1,580,1246.229004,1779.977783,0.770382
1,590,1165.973267,1665.287109,0.850854
2,0,1075.240967,1535.719116,0.675043
2,10,1237.513306,1767.653564,0.443615
2,20,1224.212524,1748.564453,0.665668
2,30,1384.552856,1977.615967,0.677888
2,40,1172.271729,1674.461792,0.439487
2,50,1211.114624,1729.807251,0.775843
2,60,1257.941895,1796.722412,0.734954
2,70,1150.152222,1642.728760,0.750111
2,80,1295.440063,1850.366699,0.556334
2,90,1200.434814,1714.684692,0.460416
2,100,1236.273560,1765.761597,0.747418
2,110,1355.873169,1936.703369,0.548763
2,120,1334.013428,1905.405151,0.715082
2,130,1225.812500,1750.915283,0.513778
2,140,1262.348633,1803.212524,0.265456
2,150,1098.809937,1569.656738,0.090357
2,160,1138.838867,1626.844116,0.094456
2,170,1360.834595,1943.944214,0.189669
2,180,1233.360596,1761.894287,0.060017
2,190,1205.055054,1721.460571,0.050476
2,200,1246.563110,1780.738403,0.095879
2,210,1174.269653,1677.381226,0.279807
2,220,1075.117065,1535.632812,0.516446
2,230,1221.041992,1744.161621,0.367496
2,240,1245.270752,1778.745972,0.441480
2,250,1306.707397,1866.474365,0.535753
2,260,1223.052856,1746.868408,0.760169
2,270,1266.011353,1808.273682,0.679929
2,280,1248.260010,1782.912720,0.685307
2,290,1198.228760,1711.426758,0.718766
2,300,1202.448486,1717.406494,0.833565
2,310,1258.621826,1797.670898,0.792527
2,320,1259.829346,1799.504150,0.539195
2,330,1171.192871,1672.810913,0.694945
2,340,1257.107056,1795.561279,0.660494
2,350,1328.050293,1896.930908,0.612740
2,360,1202.474854,1717.538818,0.613388
2,370,1347.553955,1924.734009,0.749557
2,380,1154.255005,1648.635254,0.638629
2,390,1304.679932,1863.469971,0.783245
2,400,1257.454224,1796.117920,0.524168
2,410,1123.529175,1604.770142,0.584341
2,420,1262.228149,1802.816040,0.805191
2,430,1348.372559,1925.941895,0.653105
2,440,1202.353516,1717.320190,0.710856
2,450,1290.609863,1843.399048,0.719587
2,460,1263.795776,1805.115356,0.664389
2,470,1217.080566,1738.339844,0.755612
2,480,1227.791504,1753.646118,0.738833
2,490,1292.544556,1846.161255,0.723244
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2,520,1265.582886,1807.597412,0.833808
2,530,1217.803223,1739.371582,0.767126
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2,560,1250.681641,1786.319580,0.811393
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2,580,1131.765991,1616.482056,0.714267
2,590,1239.338989,1770.153442,0.728099
3,0,1322.718506,1889.304688,0.591299
3,10,1120.774658,1600.879150,0.460749
3,20,1214.597656,1734.812744,0.699915
3,30,1212.120117,1731.340698,0.552794
3,40,1176.981689,1681.082520,0.692187
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3,60,1239.716187,1770.741699,0.613596
3,70,1283.703247,1833.529663,0.722221
3,80,1248.656860,1783.489624,0.648084
3,90,1113.189941,1590.008789,0.563499
3,100,1239.520020,1770.384766,0.782736
3,110,1215.366943,1735.942139,0.638835
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