SDGPA / rain1 /logs /log_epoch.csv
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epoch, train loss, train source loss, train synth loss, train sim loss, val loss source, train acc, train acc synth, val acc source, test target acc, miou, miou target, learning rate, scale
0, 1.58858, 0.77664, 0.81194, 0.00000, 0.43994, 0.77967, 0.76901, 0.86867, 0.82522, 0.34024, 0.25707, 0.00100
1, 0.99810, 0.47935, 0.51875, 0.00000, 0.36043, 0.85387, 0.84270, 0.88869, 0.84128, 0.43107, 0.31649, 0.00099
2, 0.87799, 0.42003, 0.45796, 0.00000, 0.32287, 0.86943, 0.85855, 0.89785, 0.84521, 0.47312, 0.34123, 0.00098
3, 0.80678, 0.38372, 0.42306, 0.00000, 0.32792, 0.87929, 0.86789, 0.89786, 0.84238, 0.49408, 0.34982, 0.00097
4, 0.75386, 0.35728, 0.39658, 0.00000, 0.29101, 0.88709, 0.87553, 0.90673, 0.84945, 0.51618, 0.36431, 0.00096
5, 0.71640, 0.33936, 0.37704, 0.00000, 0.27863, 0.89234, 0.88132, 0.91030, 0.85800, 0.53329, 0.36871, 0.00095
6, 0.68869, 0.32552, 0.36317, 0.00000, 0.27377, 0.89643, 0.88502, 0.91208, 0.85201, 0.54380, 0.36450, 0.00095
7, 0.66086, 0.31225, 0.34861, 0.00000, 0.27358, 0.89983, 0.88897, 0.91229, 0.84044, 0.54232, 0.34917, 0.00094
8, 0.64375, 0.30324, 0.34051, 0.00000, 0.26312, 0.90272, 0.89169, 0.91437, 0.85200, 0.55448, 0.38881, 0.00093
9, 0.63234, 0.29757, 0.33477, 0.00000, 0.25358, 0.90468, 0.89347, 0.91727, 0.85587, 0.56071, 0.38578, 0.00092
10, 0.60898, 0.28707, 0.32190, 0.00000, 0.24927, 0.90775, 0.89715, 0.91814, 0.85241, 0.57507, 0.39466, 0.00091
11, 0.60049, 0.28331, 0.31718, 0.00000, 0.24648, 0.90854, 0.89816, 0.91857, 0.84318, 0.57102, 0.38935, 0.00090
12, 0.58497, 0.27473, 0.31025, 0.00000, 0.24695, 0.91122, 0.90059, 0.91926, 0.83827, 0.57971, 0.36869, 0.00089
13, 0.57363, 0.26951, 0.30412, 0.00000, 0.24699, 0.91294, 0.90233, 0.91934, 0.84943, 0.57172, 0.38936, 0.00088
14, 0.56433, 0.26534, 0.29899, 0.00000, 0.24140, 0.91432, 0.90381, 0.92041, 0.83377, 0.58731, 0.38993, 0.00087
15, 0.55898, 0.26181, 0.29716, 0.00000, 0.23816, 0.91513, 0.90421, 0.92197, 0.82672, 0.58993, 0.39781, 0.00086
16, 0.55108, 0.25780, 0.29328, 0.00000, 0.23452, 0.91635, 0.90555, 0.92293, 0.81502, 0.58935, 0.37750, 0.00085
17, 0.54520, 0.25612, 0.28908, 0.00000, 0.23482, 0.91703, 0.90697, 0.92283, 0.84122, 0.59689, 0.39218, 0.00085
18, 0.53504, 0.25090, 0.28414, 0.00000, 0.24052, 0.91827, 0.90810, 0.92184, 0.83996, 0.59288, 0.37846, 0.00084
19, 0.52626, 0.24693, 0.27933, 0.00000, 0.23063, 0.91945, 0.90926, 0.92401, 0.85577, 0.60478, 0.40706, 0.00083
20, 0.52331, 0.24543, 0.27787, 0.00000, 0.22799, 0.91985, 0.91014, 0.92511, 0.82367, 0.61063, 0.38198, 0.00082
21, 0.51450, 0.24173, 0.27277, 0.00000, 0.22546, 0.92105, 0.91161, 0.92582, 0.80061, 0.61223, 0.38792, 0.00081
22, 0.51351, 0.24022, 0.27328, 0.00000, 0.21923, 0.92127, 0.91117, 0.92778, 0.82787, 0.62336, 0.40769, 0.00080
23, 0.50517, 0.23629, 0.26888, 0.00000, 0.22035, 0.92292, 0.91298, 0.92719, 0.85660, 0.61686, 0.41399, 0.00079
24, 0.50231, 0.23462, 0.26769, 0.00000, 0.22483, 0.92331, 0.91308, 0.92575, 0.81948, 0.61140, 0.39333, 0.00078
25, 0.50000, 0.23407, 0.26593, 0.00000, 0.21832, 0.92336, 0.91355, 0.92848, 0.83254, 0.62276, 0.40480, 0.00077
26, 0.49344, 0.23160, 0.26184, 0.00000, 0.22117, 0.92422, 0.91478, 0.92760, 0.83337, 0.61601, 0.38047, 0.00076
27, 0.48948, 0.22910, 0.26038, 0.00000, 0.21728, 0.92489, 0.91517, 0.92857, 0.84667, 0.62472, 0.39899, 0.00075
28, 0.48436, 0.22661, 0.25775, 0.00000, 0.21737, 0.92573, 0.91601, 0.92885, 0.84622, 0.62139, 0.39657, 0.00074
29, 0.48202, 0.22591, 0.25611, 0.00000, 0.21602, 0.92577, 0.91638, 0.92862, 0.85338, 0.62550, 0.40619, 0.00073
30, 0.47815, 0.22388, 0.25427, 0.00000, 0.21014, 0.92632, 0.91691, 0.93027, 0.86515, 0.62300, 0.42136, 0.00073
31, 0.47441, 0.22159, 0.25283, 0.00000, 0.22053, 0.92706, 0.91751, 0.92793, 0.85883, 0.62328, 0.40128, 0.00072
32, 0.47346, 0.22194, 0.25152, 0.00000, 0.21975, 0.92697, 0.91789, 0.92820, 0.82568, 0.61895, 0.38870, 0.00071
33, 0.46676, 0.21850, 0.24826, 0.00000, 0.21461, 0.92804, 0.91891, 0.92929, 0.85564, 0.63047, 0.40106, 0.00070
34, 0.46475, 0.21755, 0.24720, 0.00000, 0.21218, 0.92851, 0.91930, 0.93005, 0.85422, 0.62856, 0.40828, 0.00069
35, 0.46372, 0.21685, 0.24686, 0.00000, 0.21144, 0.92847, 0.91936, 0.93021, 0.82503, 0.63066, 0.40675, 0.00068
36, 0.46172, 0.21562, 0.24610, 0.00000, 0.21443, 0.92900, 0.91950, 0.92934, 0.82959, 0.62451, 0.39180, 0.00067
37, 0.46314, 0.21643, 0.24671, 0.00000, 0.20825, 0.92880, 0.91938, 0.93131, 0.83385, 0.63398, 0.40976, 0.00066
38, 0.45652, 0.21368, 0.24284, 0.00000, 0.20931, 0.92934, 0.92041, 0.93078, 0.83504, 0.63126, 0.40622, 0.00065
39, 0.45720, 0.21390, 0.24330, 0.00000, 0.20955, 0.92951, 0.92025, 0.93108, 0.83646, 0.63816, 0.40321, 0.00064
40, 0.45152, 0.21109, 0.24043, 0.00000, 0.21486, 0.93033, 0.92113, 0.92923, 0.83943, 0.62784, 0.41309, 0.00063
41, 0.44806, 0.20957, 0.23850, 0.00000, 0.21560, 0.93072, 0.92176, 0.93050, 0.83408, 0.62943, 0.39480, 0.00062
42, 0.44908, 0.20938, 0.23970, 0.00000, 0.20226, 0.93091, 0.92145, 0.93304, 0.85634, 0.64028, 0.42789, 0.00061
43, 0.44281, 0.20701, 0.23580, 0.00000, 0.21865, 0.93160, 0.92258, 0.92911, 0.83684, 0.62207, 0.41150, 0.00060
44, 0.44234, 0.20669, 0.23564, 0.00000, 0.20281, 0.93159, 0.92273, 0.93289, 0.84946, 0.64099, 0.41559, 0.00059
45, 0.44049, 0.20543, 0.23506, 0.00000, 0.20036, 0.93203, 0.92287, 0.93355, 0.85200, 0.64440, 0.42839, 0.00058
46, 0.44192, 0.20674, 0.23518, 0.00000, 0.20740, 0.93162, 0.92282, 0.93171, 0.84431, 0.63412, 0.40410, 0.00057
47, 0.43903, 0.20490, 0.23413, 0.00000, 0.20638, 0.93210, 0.92320, 0.93236, 0.82380, 0.63796, 0.39076, 0.00056
48, 0.43698, 0.20402, 0.23295, 0.00000, 0.20309, 0.93229, 0.92342, 0.93307, 0.83468, 0.63934, 0.39898, 0.00056
49, 0.43349, 0.20197, 0.23152, 0.00000, 0.20643, 0.93318, 0.92410, 0.93211, 0.80299, 0.63318, 0.37401, 0.00055
50, 0.43379, 0.20267, 0.23112, 0.00000, 0.20366, 0.93275, 0.92401, 0.93308, 0.80655, 0.64157, 0.38610, 0.00054
51, 0.42971, 0.20043, 0.22928, 0.00000, 0.19861, 0.93356, 0.92450, 0.93428, 0.86283, 0.65062, 0.42248, 0.00053
52, 0.42768, 0.19999, 0.22770, 0.00000, 0.20042, 0.93374, 0.92521, 0.93412, 0.83431, 0.64288, 0.41062, 0.00052
53, 0.43016, 0.20089, 0.22928, 0.00000, 0.20103, 0.93338, 0.92450, 0.93395, 0.83858, 0.64476, 0.41305, 0.00051
54, 0.42586, 0.19912, 0.22673, 0.00000, 0.19807, 0.93387, 0.92528, 0.93453, 0.86013, 0.64566, 0.42303, 0.00050
55, 0.42610, 0.19825, 0.22785, 0.00000, 0.19844, 0.93423, 0.92506, 0.93498, 0.87076, 0.64615, 0.44169, 0.00049
56, 0.42615, 0.19906, 0.22709, 0.00000, 0.19892, 0.93390, 0.92529, 0.93397, 0.84046, 0.64217, 0.42877, 0.00048
57, 0.42381, 0.19841, 0.22540, 0.00000, 0.20065, 0.93406, 0.92567, 0.93443, 0.86447, 0.64409, 0.43920, 0.00047
58, 0.42344, 0.19722, 0.22622, 0.00000, 0.19710, 0.93449, 0.92566, 0.93476, 0.85485, 0.65084, 0.42745, 0.00046
59, 0.41907, 0.19560, 0.22348, 0.00000, 0.19993, 0.93491, 0.92634, 0.93421, 0.83583, 0.64542, 0.41799, 0.00045
60, 0.41840, 0.19513, 0.22327, 0.00000, 0.20128, 0.93522, 0.92625, 0.93359, 0.86720, 0.64580, 0.43702, 0.00044
61, 0.41979, 0.19550, 0.22430, 0.00000, 0.19673, 0.93494, 0.92606, 0.93515, 0.86403, 0.64759, 0.44189, 0.00043
62, 0.41869, 0.19504, 0.22365, 0.00000, 0.20760, 0.93516, 0.92640, 0.93301, 0.85076, 0.63912, 0.41151, 0.00042
63, 0.41601, 0.19388, 0.22214, 0.00000, 0.19635, 0.93545, 0.92667, 0.93532, 0.86645, 0.65092, 0.44418, 0.00041
64, 0.41667, 0.19462, 0.22205, 0.00000, 0.19324, 0.93520, 0.92665, 0.93610, 0.86442, 0.65801, 0.45105, 0.00040
65, 0.41511, 0.19328, 0.22183, 0.00000, 0.20045, 0.93561, 0.92680, 0.93413, 0.83179, 0.64368, 0.41043, 0.00039
66, 0.41355, 0.19286, 0.22069, 0.00000, 0.19590, 0.93576, 0.92721, 0.93495, 0.85186, 0.65314, 0.43088, 0.00038
67, 0.41240, 0.19244, 0.21996, 0.00000, 0.20111, 0.93594, 0.92741, 0.93350, 0.84659, 0.64431, 0.41118, 0.00037
68, 0.41154, 0.19164, 0.21991, 0.00000, 0.19365, 0.93632, 0.92747, 0.93594, 0.85484, 0.65665, 0.43819, 0.00036
69, 0.41113, 0.19212, 0.21900, 0.00000, 0.19437, 0.93608, 0.92762, 0.93572, 0.86213, 0.65569, 0.44787, 0.00035
70, 0.41072, 0.19198, 0.21874, 0.00000, 0.19291, 0.93607, 0.92765, 0.93667, 0.86253, 0.65694, 0.45521, 0.00034
71, 0.41111, 0.19141, 0.21970, 0.00000, 0.19466, 0.93620, 0.92757, 0.93561, 0.86429, 0.65427, 0.43078, 0.00033
72, 0.40666, 0.18995, 0.21671, 0.00000, 0.19697, 0.93676, 0.92837, 0.93484, 0.83871, 0.64814, 0.41978, 0.00032
73, 0.40732, 0.19020, 0.21713, 0.00000, 0.19780, 0.93663, 0.92805, 0.93497, 0.82767, 0.64755, 0.42255, 0.00031
74, 0.40768, 0.19020, 0.21748, 0.00000, 0.19304, 0.93670, 0.92817, 0.93622, 0.85425, 0.65599, 0.45105, 0.00030
75, 0.40693, 0.19003, 0.21690, 0.00000, 0.19237, 0.93664, 0.92840, 0.93662, 0.84989, 0.66088, 0.43623, 0.00029
76, 0.40846, 0.19044, 0.21802, 0.00000, 0.19851, 0.93659, 0.92806, 0.93407, 0.83247, 0.64420, 0.41287, 0.00028
77, 0.40272, 0.18798, 0.21474, 0.00000, 0.19337, 0.93734, 0.92904, 0.93589, 0.84258, 0.65576, 0.41754, 0.00027
78, 0.40538, 0.18909, 0.21629, 0.00000, 0.19377, 0.93684, 0.92850, 0.93622, 0.83048, 0.65771, 0.40743, 0.00026
79, 0.40556, 0.18961, 0.21595, 0.00000, 0.19182, 0.93676, 0.92864, 0.93614, 0.85825, 0.65875, 0.44832, 0.00025
80, 0.40468, 0.18872, 0.21596, 0.00000, 0.19021, 0.93720, 0.92873, 0.93671, 0.87145, 0.65679, 0.44487, 0.00023
81, 0.40073, 0.18661, 0.21412, 0.00000, 0.19371, 0.93766, 0.92906, 0.93622, 0.83023, 0.65736, 0.40275, 0.00022
82, 0.40400, 0.18812, 0.21588, 0.00000, 0.19303, 0.93742, 0.92895, 0.93630, 0.82940, 0.65951, 0.41813, 0.00021
83, 0.40128, 0.18731, 0.21396, 0.00000, 0.19054, 0.93760, 0.92923, 0.93721, 0.81916, 0.66271, 0.40529, 0.00020
84, 0.40192, 0.18753, 0.21439, 0.00000, 0.19272, 0.93751, 0.92913, 0.93675, 0.84061, 0.65555, 0.42915, 0.00019
85, 0.40149, 0.18753, 0.21396, 0.00000, 0.19374, 0.93751, 0.92924, 0.93637, 0.85536, 0.65947, 0.43185, 0.00018
86, 0.40101, 0.18690, 0.21411, 0.00000, 0.19295, 0.93749, 0.92910, 0.93630, 0.85147, 0.65600, 0.43630, 0.00017
87, 0.39840, 0.18564, 0.21276, 0.00000, 0.19113, 0.93804, 0.92964, 0.93717, 0.84395, 0.66074, 0.43094, 0.00016
88, 0.39875, 0.18557, 0.21318, 0.00000, 0.19203, 0.93798, 0.92938, 0.93673, 0.82376, 0.66214, 0.41362, 0.00015
89, 0.39946, 0.18618, 0.21328, 0.00000, 0.19302, 0.93799, 0.92941, 0.93633, 0.83444, 0.65574, 0.42802, 0.00014
90, 0.39899, 0.18622, 0.21278, 0.00000, 0.18978, 0.93782, 0.92946, 0.93782, 0.85190, 0.66521, 0.44218, 0.00013
91, 0.39763, 0.18546, 0.21217, 0.00000, 0.19207, 0.93806, 0.92963, 0.93650, 0.83900, 0.65934, 0.43532, 0.00011
92, 0.39851, 0.18597, 0.21254, 0.00000, 0.19416, 0.93779, 0.92945, 0.93630, 0.83397, 0.65432, 0.41553, 0.00010
93, 0.39984, 0.18629, 0.21355, 0.00000, 0.19068, 0.93788, 0.92942, 0.93676, 0.84919, 0.66047, 0.43209, 0.00009
94, 0.39645, 0.18471, 0.21174, 0.00000, 0.19159, 0.93829, 0.92990, 0.93730, 0.83380, 0.66042, 0.41590, 0.00008
95, 0.39796, 0.18567, 0.21229, 0.00000, 0.18939, 0.93801, 0.92969, 0.93757, 0.84238, 0.66265, 0.43026, 0.00007
96, 0.39596, 0.18421, 0.21175, 0.00000, 0.19385, 0.93843, 0.92992, 0.93580, 0.83587, 0.65590, 0.42083, 0.00006
97, 0.39892, 0.18609, 0.21282, 0.00000, 0.19249, 0.93788, 0.92963, 0.93631, 0.84052, 0.65503, 0.42431, 0.00004
98, 0.40004, 0.18637, 0.21367, 0.00000, 0.19096, 0.93765, 0.92924, 0.93658, 0.85408, 0.65896, 0.44173, 0.00003
99, 0.39593, 0.18486, 0.21107, 0.00000, 0.18993, 0.93826, 0.93000, 0.93725, 0.84091, 0.66073, 0.43505, 0.00002