log.txt

Epoch: 0 Generator Loss: 25.2797 Discriminator Loss: 0.179663, Time: 29.81
Epoch: 1 Generator Loss: 25.2040 Discriminator Loss: 0.095463, Time: 29.54
Epoch: 2 Generator Loss: 24.1494 Discriminator Loss: 0.058119, Time: 29.62
Epoch: 3 Generator Loss: 26.3172 Discriminator Loss: 0.050234, Time: 29.72
Epoch: 4 Generator Loss: 25.0933 Discriminator Loss: 0.041054, Time: 29.62
Epoch: 5 Generator Loss: 27.2745 Discriminator Loss: 0.049164, Time: 29.52
Epoch: 6 Generator Loss: 25.0919 Discriminator Loss: 0.025806, Time: 29.36
Epoch: 7 Generator Loss: 26.0756 Discriminator Loss: 0.044623, Time: 29.40
Epoch: 8 Generator Loss: 25.3513 Discriminator Loss: 0.021501, Time: 29.39
Epoch: 9 Generator Loss: 25.7844 Discriminator Loss: 0.026166, Time: 29.33
Epoch: 10 Generator Loss: 25.4874 Discriminator Loss: 0.061057, Time: 29.32
Epoch: 11 Generator Loss: 26.9517 Discriminator Loss: 0.059006, Time: 29.33
Epoch: 12 Generator Loss: 26.9018 Discriminator Loss: 0.058007, Time: 29.33
Epoch: 13 Generator Loss: 27.8293 Discriminator Loss: 0.053119, Time: 29.32
Epoch: 14 Generator Loss: 27.6549 Discriminator Loss: 0.067059, Time: 29.33
Epoch: 15 Generator Loss: 25.6211 Discriminator Loss: 0.058281, Time: 29.32
Epoch: 16 Generator Loss: 28.9490 Discriminator Loss: 0.051070, Time: 29.33
Epoch: 17 Generator Loss: 26.4417 Discriminator Loss: 0.105768, Time: 29.33
Epoch: 18 Generator Loss: 25.8369 Discriminator Loss: 0.079546, Time: 29.32
Epoch: 19 Generator Loss: 25.3624 Discriminator Loss: 0.079142, Time: 29.33
Epoch: 20 Generator Loss: 24.8208 Discriminator Loss: 0.083635, Time: 29.32
Epoch: 21 Generator Loss: 24.6485 Discriminator Loss: 0.079417, Time: 29.34
Epoch: 22 Generator Loss: 25.9730 Discriminator Loss: 0.073869, Time: 29.33
Epoch: 23 Generator Loss: 25.4950 Discriminator Loss: 0.078104, Time: 29.35
Epoch: 24 Generator Loss: 25.4277 Discriminator Loss: 0.077795, Time: 29.33
Epoch: 25 Generator Loss: 25.8664 Discriminator Loss: 0.073056, Time: 29.34
Epoch: 26 Generator Loss: 27.1013 Discriminator Loss: 0.074844, Time: 29.34
Epoch: 27 Generator Loss: 26.4207 Discriminator Loss: 0.072968, Time: 29.37
Epoch: 28 Generator Loss: 27.7621 Discriminator Loss: 0.072976, Time: 29.38
Epoch: 29 Generator Loss: 26.6395 Discriminator Loss: 0.073002, Time: 29.32
Epoch: 30 Generator Loss: 24.2592 Discriminator Loss: 0.072953, Time: 29.34
Epoch: 31 Generator Loss: 24.6350 Discriminator Loss: 0.072962, Time: 29.36
Epoch: 32 Generator Loss: 27.2138 Discriminator Loss: 0.072984, Time: 29.34
Epoch: 33 Generator Loss: 25.5522 Discriminator Loss: 0.072936, Time: 29.34
Epoch: 34 Generator Loss: 25.9614 Discriminator Loss: 0.072930, Time: 29.34
Epoch: 35 Generator Loss: 25.7905 Discriminator Loss: 0.072955, Time: 29.35
Epoch: 36 Generator Loss: 25.1291 Discriminator Loss: 0.072930, Time: 29.33
Epoch: 37 Generator Loss: 26.2704 Discriminator Loss: 0.072928, Time: 29.33
Epoch: 38 Generator Loss: 25.3944 Discriminator Loss: 0.072941, Time: 29.33
Epoch: 39 Generator Loss: 27.5882 Discriminator Loss: 0.072943, Time: 29.33
Epoch: 40 Generator Loss: 26.1284 Discriminator Loss: 0.073931, Time: 29.32
Epoch: 41 Generator Loss: 28.3811 Discriminator Loss: 0.072960, Time: 29.32
Epoch: 42 Generator Loss: 25.8781 Discriminator Loss: 0.072959, Time: 29.33
Epoch: 43 Generator Loss: 27.5756 Discriminator Loss: 0.072940, Time: 29.33
Epoch: 44 Generator Loss: 26.0847 Discriminator Loss: 0.072933, Time: 29.35
Epoch: 45 Generator Loss: 23.4197 Discriminator Loss: 0.072927, Time: 29.34
Epoch: 46 Generator Loss: 25.9705 Discriminator Loss: 0.072925, Time: 29.34
Epoch: 47 Generator Loss: 27.3887 Discriminator Loss: 0.072924, Time: 29.34
Epoch: 48 Generator Loss: 26.0618 Discriminator Loss: 0.072922, Time: 29.33
Epoch: 49 Generator Loss: 25.2292 Discriminator Loss: 0.072922, Time: 29.34
Epoch: 50 Generator Loss: 24.1797 Discriminator Loss: 0.072921, Time: 29.34
Epoch: 51 Generator Loss: 26.1857 Discriminator Loss: 0.072921, Time: 29.34
Epoch: 52 Generator Loss: 26.1563 Discriminator Loss: 0.072922, Time: 29.35
Epoch: 53 Generator Loss: 25.0656 Discriminator Loss: 0.072924, Time: 29.34
Epoch: 54 Generator Loss: 26.6208 Discriminator Loss: 0.072922, Time: 29.33
Epoch: 55 Generator Loss: 25.4396 Discriminator Loss: 0.072920, Time: 29.34
Epoch: 56 Generator Loss: 26.8062 Discriminator Loss: 0.072920, Time: 29.33
Epoch: 57 Generator Loss: 24.9189 Discriminator Loss: 0.072922, Time: 29.35
Epoch: 58 Generator Loss: 24.4279 Discriminator Loss: 0.072919, Time: 29.35
Epoch: 59 Generator Loss: 25.6124 Discriminator Loss: 0.072920, Time: 29.34
Epoch: 60 Generator Loss: 24.9055 Discriminator Loss: 0.072919, Time: 29.35
Epoch: 61 Generator Loss: 25.0381 Discriminator Loss: 0.072919, Time: 29.34
Epoch: 62 Generator Loss: 24.9795 Discriminator Loss: 0.072922, Time: 29.35
Epoch: 63 Generator Loss: 25.7366 Discriminator Loss: 0.072918, Time: 29.33
Epoch: 64 Generator Loss: 27.5069 Discriminator Loss: 0.204271, Time: 29.33
Epoch: 65 Generator Loss: 25.3099 Discriminator Loss: 0.078138, Time: 29.34
Epoch: 66 Generator Loss: 23.3890 Discriminator Loss: 0.078159, Time: 29.34
Epoch: 67 Generator Loss: 26.7675 Discriminator Loss: 0.078137, Time: 29.33
Epoch: 68 Generator Loss: 25.7511 Discriminator Loss: 0.078137, Time: 29.35
Epoch: 69 Generator Loss: 26.8809 Discriminator Loss: 0.078132, Time: 29.33
Epoch: 70 Generator Loss: 24.9896 Discriminator Loss: 0.078140, Time: 29.34
Epoch: 71 Generator Loss: 26.4265 Discriminator Loss: 0.114600, Time: 29.34
Epoch: 72 Generator Loss: 24.6028 Discriminator Loss: 0.114593, Time: 29.34
Epoch: 73 Generator Loss: 24.3619 Discriminator Loss: 0.114595, Time: 29.35
Epoch: 74 Generator Loss: 25.9400 Discriminator Loss: 0.114591, Time: 29.35
Epoch: 75 Generator Loss: 24.9673 Discriminator Loss: 0.114602, Time: 29.34
Epoch: 76 Generator Loss: 25.0039 Discriminator Loss: 0.114588, Time: 29.34
Epoch: 77 Generator Loss: 25.8102 Discriminator Loss: 0.114590, Time: 29.33
Epoch: 78 Generator Loss: 24.9793 Discriminator Loss: 0.114589, Time: 29.34
Epoch: 79 Generator Loss: 27.9301 Discriminator Loss: 0.114587, Time: 29.35
Epoch: 80 Generator Loss: 28.2601 Discriminator Loss: 0.114586, Time: 29.33
Epoch: 81 Generator Loss: 26.6000 Discriminator Loss: 0.114588, Time: 29.33
Epoch: 82 Generator Loss: 24.1191 Discriminator Loss: 0.114586, Time: 29.34
Epoch: 83 Generator Loss: 26.9323 Discriminator Loss: 0.114586, Time: 29.33
Epoch: 84 Generator Loss: 27.2834 Discriminator Loss: 0.114585, Time: 29.35
Epoch: 85 Generator Loss: 27.2823 Discriminator Loss: 0.114590, Time: 29.33
Epoch: 86 Generator Loss: 28.0401 Discriminator Loss: 0.114588, Time: 29.36
Epoch: 87 Generator Loss: 25.2223 Discriminator Loss: 0.114586, Time: 29.34
Epoch: 88 Generator Loss: 25.0513 Discriminator Loss: 0.114585, Time: 29.34
Epoch: 89 Generator Loss: 25.6838 Discriminator Loss: 0.114587, Time: 29.33
Epoch: 90 Generator Loss: 25.7185 Discriminator Loss: 0.114586, Time: 29.34
Epoch: 91 Generator Loss: 24.5411 Discriminator Loss: 0.114603, Time: 29.35
Epoch: 92 Generator Loss: 26.3386 Discriminator Loss: 0.114596, Time: 29.34
Epoch: 93 Generator Loss: 27.0640 Discriminator Loss: 0.089917, Time: 29.35
Epoch: 94 Generator Loss: 26.7608 Discriminator Loss: 0.078134, Time: 29.34
Epoch: 95 Generator Loss: 24.2319 Discriminator Loss: 0.078133, Time: 29.36
Epoch: 96 Generator Loss: 25.2834 Discriminator Loss: 0.078129, Time: 29.34
Epoch: 97 Generator Loss: 27.5770 Discriminator Loss: 0.078129, Time: 29.33
Epoch: 98 Generator Loss: 26.6794 Discriminator Loss: 0.078128, Time: 29.34
Epoch: 99 Generator Loss: 29.6188 Discriminator Loss: 0.078128, Time: 29.35
Epoch: 100 Generator Loss: 25.8629 Discriminator Loss: 0.078130, Time: 29.34
Saving model Checkpoint  ......
Model Saved!
Generating Validation Data B from A...
/home/pritish/CCPP/Voice-Conversion-GAN/preprocess.py:114: RuntimeWarning: divide by zero encountered in log
  std_log_src * std_log_target + mean_log_target)
Generating Validation Data A from B...
Time taken for validation Set: 97.44312715530396
Epoch: 101 Generator Loss: 25.0055 Discriminator Loss: 0.078127, Time: 29.29
Epoch: 102 Generator Loss: 25.6768 Discriminator Loss: 0.078126, Time: 29.30
Epoch: 103 Generator Loss: 25.6776 Discriminator Loss: 0.078127, Time: 29.32
Epoch: 104 Generator Loss: 25.0916 Discriminator Loss: 0.078128, Time: 29.32
Epoch: 105 Generator Loss: 25.3634 Discriminator Loss: 0.078126, Time: 29.35
Epoch: 106 Generator Loss: 26.4855 Discriminator Loss: 0.078127, Time: 29.33
Epoch: 107 Generator Loss: 26.0133 Discriminator Loss: 0.078126, Time: 29.34
Epoch: 108 Generator Loss: 26.2246 Discriminator Loss: 0.078127, Time: 29.33
Epoch: 109 Generator Loss: 25.1026 Discriminator Loss: 0.078126, Time: 29.35
Epoch: 110 Generator Loss: 25.8190 Discriminator Loss: 0.078126, Time: 29.33
Epoch: 111 Generator Loss: 26.2902 Discriminator Loss: 0.078126, Time: 29.36
Epoch: 112 Generator Loss: 24.8171 Discriminator Loss: 0.078126, Time: 29.34
Epoch: 113 Generator Loss: 27.3686 Discriminator Loss: 0.078130, Time: 29.34
Epoch: 114 Generator Loss: 25.1431 Discriminator Loss: 0.078126, Time: 29.34
Epoch: 115 Generator Loss: 27.1931 Discriminator Loss: 0.078128, Time: 29.34
Epoch: 116 Generator Loss: 25.8349 Discriminator Loss: 0.082132, Time: 29.33
Epoch: 117 Generator Loss: 23.9249 Discriminator Loss: 0.078142, Time: 29.36
Epoch: 118 Generator Loss: 25.1683 Discriminator Loss: 0.078131, Time: 29.35
Epoch: 119 Generator Loss: 26.2008 Discriminator Loss: 0.078139, Time: 29.33
Epoch: 120 Generator Loss: 25.6199 Discriminator Loss: 0.078133, Time: 29.34
Epoch: 121 Generator Loss: 25.7600 Discriminator Loss: 0.078134, Time: 29.35
Epoch: 122 Generator Loss: 25.2104 Discriminator Loss: 0.078502, Time: 29.35
Epoch: 123 Generator Loss: 24.7212 Discriminator Loss: 0.078136, Time: 29.78
Epoch: 124 Generator Loss: 26.2806 Discriminator Loss: 0.078137, Time: 30.20
Epoch: 125 Generator Loss: 27.5089 Discriminator Loss: 0.078128, Time: 29.68
Epoch: 126 Generator Loss: 26.2034 Discriminator Loss: 0.078128, Time: 29.35
Epoch: 127 Generator Loss: 27.0179 Discriminator Loss: 0.078128, Time: 29.40
Epoch: 128 Generator Loss: 25.6439 Discriminator Loss: 0.078128, Time: 29.34
Epoch: 129 Generator Loss: 25.3995 Discriminator Loss: 0.078133, Time: 29.35
Epoch: 130 Generator Loss: 26.8689 Discriminator Loss: 0.078126, Time: 29.33
Epoch: 131 Generator Loss: 26.5881 Discriminator Loss: 0.078127, Time: 29.34
Epoch: 132 Generator Loss: 23.5092 Discriminator Loss: 0.078126, Time: 29.38
Epoch: 133 Generator Loss: 24.5593 Discriminator Loss: 0.078126, Time: 29.35
Epoch: 134 Generator Loss: 25.8296 Discriminator Loss: 0.078127, Time: 29.35
Epoch: 135 Generator Loss: 24.8483 Discriminator Loss: 0.078126, Time: 29.34
Epoch: 136 Generator Loss: 26.0193 Discriminator Loss: 0.078128, Time: 29.34
Epoch: 137 Generator Loss: 25.4808 Discriminator Loss: 0.078127, Time: 29.34
Epoch: 138 Generator Loss: 24.7835 Discriminator Loss: 0.078128, Time: 29.35
Epoch: 139 Generator Loss: 26.2643 Discriminator Loss: 0.078161, Time: 29.35
Epoch: 140 Generator Loss: 23.8871 Discriminator Loss: 0.078390, Time: 29.34
Epoch: 141 Generator Loss: 25.5696 Discriminator Loss: 0.078141, Time: 29.34
Epoch: 142 Generator Loss: 24.1749 Discriminator Loss: 0.078127, Time: 29.35
Epoch: 143 Generator Loss: 24.5860 Discriminator Loss: 0.078128, Time: 29.35
Epoch: 144 Generator Loss: 25.9257 Discriminator Loss: 0.078128, Time: 29.34
Epoch: 145 Generator Loss: 25.7507 Discriminator Loss: 0.078127, Time: 29.35
Epoch: 146 Generator Loss: 25.6346 Discriminator Loss: 0.078128, Time: 29.35
Epoch: 147 Generator Loss: 24.8919 Discriminator Loss: 0.078127, Time: 29.34
Epoch: 148 Generator Loss: 25.2094 Discriminator Loss: 0.078128, Time: 29.35
Epoch: 149 Generator Loss: 25.9133 Discriminator Loss: 0.078126, Time: 29.35
Epoch: 150 Generator Loss: 26.0517 Discriminator Loss: 0.078127, Time: 29.35
Epoch: 151 Generator Loss: 25.7242 Discriminator Loss: 0.078127, Time: 29.35
Epoch: 152 Generator Loss: 24.0423 Discriminator Loss: 0.078126, Time: 29.35
Epoch: 153 Generator Loss: 26.1034 Discriminator Loss: 0.078126, Time: 29.35
Epoch: 154 Generator Loss: 26.3695 Discriminator Loss: 0.078127, Time: 29.35
Epoch: 155 Generator Loss: 25.9683 Discriminator Loss: 0.078127, Time: 29.34
Epoch: 156 Generator Loss: 27.6409 Discriminator Loss: 0.078126, Time: 29.35
Epoch: 157 Generator Loss: 24.7316 Discriminator Loss: 0.078126, Time: 29.34
Epoch: 158 Generator Loss: 24.3034 Discriminator Loss: 0.078128, Time: 29.36
Epoch: 159 Generator Loss: 24.7190 Discriminator Loss: 0.078126, Time: 29.34
Epoch: 160 Generator Loss: 26.6968 Discriminator Loss: 0.078126, Time: 29.35
Epoch: 161 Generator Loss: 24.3759 Discriminator Loss: 0.078126, Time: 29.34
Epoch: 162 Generator Loss: 25.0315 Discriminator Loss: 0.078126, Time: 29.34
Epoch: 163 Generator Loss: 25.7162 Discriminator Loss: 0.078126, Time: 29.34
Epoch: 164 Generator Loss: 25.6760 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 165 Generator Loss: 25.4258 Discriminator Loss: 0.078130, Time: 29.35
Epoch: 166 Generator Loss: 28.0183 Discriminator Loss: 0.078131, Time: 29.34
Epoch: 167 Generator Loss: 25.7433 Discriminator Loss: 0.078129, Time: 29.34
Epoch: 168 Generator Loss: 25.1453 Discriminator Loss: 0.078128, Time: 29.34
Epoch: 169 Generator Loss: 25.8677 Discriminator Loss: 0.078126, Time: 29.34
Epoch: 170 Generator Loss: 27.6761 Discriminator Loss: 0.078127, Time: 29.34
Epoch: 171 Generator Loss: 24.7332 Discriminator Loss: 0.078129, Time: 29.35
Epoch: 172 Generator Loss: 26.9461 Discriminator Loss: 0.078126, Time: 29.34
Epoch: 173 Generator Loss: 25.6993 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 174 Generator Loss: 23.4317 Discriminator Loss: 0.078125, Time: 29.35
Epoch: 175 Generator Loss: 24.6405 Discriminator Loss: 0.078126, Time: 29.33
Epoch: 176 Generator Loss: 26.0222 Discriminator Loss: 0.078126, Time: 29.34
Epoch: 177 Generator Loss: 21.7356 Discriminator Loss: 0.078126, Time: 29.35
Epoch: 178 Generator Loss: 25.3530 Discriminator Loss: 0.078126, Time: 29.33
Epoch: 179 Generator Loss: 24.1097 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 180 Generator Loss: 25.8115 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 181 Generator Loss: 25.4794 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 182 Generator Loss: 25.4388 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 183 Generator Loss: 24.0370 Discriminator Loss: 0.078126, Time: 29.34
Epoch: 184 Generator Loss: 25.4479 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 185 Generator Loss: 25.7258 Discriminator Loss: 0.078125, Time: 29.35
Epoch: 186 Generator Loss: 25.2473 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 187 Generator Loss: 25.9753 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 188 Generator Loss: 23.4897 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 189 Generator Loss: 26.1813 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 190 Generator Loss: 28.7793 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 191 Generator Loss: 24.5316 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 192 Generator Loss: 26.8936 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 193 Generator Loss: 27.7032 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 194 Generator Loss: 27.2302 Discriminator Loss: 0.078125, Time: 29.35
Epoch: 195 Generator Loss: 25.1287 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 196 Generator Loss: 24.8297 Discriminator Loss: 0.078125, Time: 29.35
Epoch: 197 Generator Loss: 27.6525 Discriminator Loss: 0.078125, Time: 29.35
Epoch: 198 Generator Loss: 24.8333 Discriminator Loss: 0.078125, Time: 29.36
Epoch: 199 Generator Loss: 25.7379 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 200 Generator Loss: 25.7777 Discriminator Loss: 0.078125, Time: 29.34
Saving model Checkpoint  ......
Model Saved!
Generating Validation Data B from A...
Generating Validation Data A from B...
Time taken for validation Set: 100.10477018356323
Epoch: 201 Generator Loss: 26.7161 Discriminator Loss: 0.078125, Time: 29.27
Epoch: 202 Generator Loss: 27.1971 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 203 Generator Loss: 26.4078 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 204 Generator Loss: 25.3464 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 205 Generator Loss: 23.6414 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 206 Generator Loss: 24.8752 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 207 Generator Loss: 25.5725 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 208 Generator Loss: 24.9462 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 209 Generator Loss: 25.3256 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 210 Generator Loss: 24.4156 Discriminator Loss: 0.078125, Time: 29.35
Epoch: 211 Generator Loss: 27.3851 Discriminator Loss: 0.078125, Time: 29.35
Epoch: 212 Generator Loss: 26.6773 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 213 Generator Loss: 25.9148 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 214 Generator Loss: 25.9583 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 215 Generator Loss: 26.1734 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 216 Generator Loss: 26.7197 Discriminator Loss: 0.078125, Time: 29.35
Epoch: 217 Generator Loss: 24.1867 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 218 Generator Loss: 25.9547 Discriminator Loss: 0.078125, Time: 29.35
Epoch: 219 Generator Loss: 26.6130 Discriminator Loss: 0.078125, Time: 29.35
Epoch: 220 Generator Loss: 26.2264 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 221 Generator Loss: 26.0681 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 222 Generator Loss: 24.3424 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 223 Generator Loss: 25.4351 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 224 Generator Loss: 25.2983 Discriminator Loss: 0.078125, Time: 29.35
Epoch: 225 Generator Loss: 25.9871 Discriminator Loss: 0.078125, Time: 29.34
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Epoch: 230 Generator Loss: 26.3627 Discriminator Loss: 0.078125, Time: 29.35
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Epoch: 241 Generator Loss: 22.8170 Discriminator Loss: 0.078125, Time: 29.35
Epoch: 242 Generator Loss: 25.9155 Discriminator Loss: 0.078125, Time: 29.34
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Epoch: 244 Generator Loss: 24.6138 Discriminator Loss: 0.078125, Time: 29.33
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Epoch: 246 Generator Loss: 25.2250 Discriminator Loss: 0.078130, Time: 29.34
Epoch: 247 Generator Loss: 24.4647 Discriminator Loss: 0.078125, Time: 29.34
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Epoch: 250 Generator Loss: 23.0430 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 251 Generator Loss: 23.5424 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 252 Generator Loss: 27.3499 Discriminator Loss: 0.078137, Time: 29.34
Epoch: 253 Generator Loss: 27.3817 Discriminator Loss: 0.078128, Time: 29.34
Epoch: 254 Generator Loss: 26.6989 Discriminator Loss: 0.078130, Time: 29.34
Epoch: 255 Generator Loss: 25.4481 Discriminator Loss: 0.078126, Time: 29.33
Epoch: 256 Generator Loss: 26.2109 Discriminator Loss: 0.078126, Time: 29.33
Epoch: 257 Generator Loss: 27.2320 Discriminator Loss: 0.078126, Time: 29.35
Epoch: 258 Generator Loss: 24.9863 Discriminator Loss: 0.078126, Time: 29.33
Epoch: 259 Generator Loss: 26.6607 Discriminator Loss: 0.078126, Time: 29.34
Epoch: 260 Generator Loss: 27.9013 Discriminator Loss: 0.078126, Time: 29.33
Epoch: 261 Generator Loss: 26.3082 Discriminator Loss: 0.078128, Time: 29.34
Epoch: 262 Generator Loss: 27.2658 Discriminator Loss: 0.078126, Time: 29.33
Epoch: 263 Generator Loss: 24.5425 Discriminator Loss: 0.078126, Time: 29.33
Epoch: 264 Generator Loss: 27.9040 Discriminator Loss: 0.078127, Time: 29.34
Epoch: 265 Generator Loss: 27.2181 Discriminator Loss: 0.078126, Time: 29.47
Epoch: 266 Generator Loss: 25.9473 Discriminator Loss: 0.078126, Time: 29.41
Epoch: 267 Generator Loss: 26.8606 Discriminator Loss: 0.078126, Time: 29.34
Epoch: 268 Generator Loss: 27.7055 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 269 Generator Loss: 24.5010 Discriminator Loss: 0.078131, Time: 29.36
Epoch: 270 Generator Loss: 23.5391 Discriminator Loss: 0.078129, Time: 29.34
Epoch: 271 Generator Loss: 26.9299 Discriminator Loss: 0.078132, Time: 29.34
Epoch: 272 Generator Loss: 23.9684 Discriminator Loss: 0.078126, Time: 29.33
Epoch: 273 Generator Loss: 25.5403 Discriminator Loss: 0.078127, Time: 29.32
Epoch: 274 Generator Loss: 26.5442 Discriminator Loss: 0.078126, Time: 29.32
Epoch: 275 Generator Loss: 24.6801 Discriminator Loss: 0.078126, Time: 29.33
Epoch: 276 Generator Loss: 26.2573 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 277 Generator Loss: 24.4915 Discriminator Loss: 0.078126, Time: 29.33
Epoch: 278 Generator Loss: 26.7202 Discriminator Loss: 0.078127, Time: 29.33
Epoch: 279 Generator Loss: 26.9116 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 280 Generator Loss: 26.5858 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 281 Generator Loss: 24.3095 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 282 Generator Loss: 26.2186 Discriminator Loss: 0.078126, Time: 29.35
Epoch: 283 Generator Loss: 25.4959 Discriminator Loss: 0.078126, Time: 29.34
Epoch: 284 Generator Loss: 26.9456 Discriminator Loss: 0.078126, Time: 29.34
Epoch: 285 Generator Loss: 25.2956 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 286 Generator Loss: 24.8292 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 287 Generator Loss: 23.9777 Discriminator Loss: 0.078125, Time: 29.35
Epoch: 288 Generator Loss: 24.2752 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 289 Generator Loss: 26.6914 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 290 Generator Loss: 24.9379 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 291 Generator Loss: 26.1555 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 292 Generator Loss: 23.0728 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 293 Generator Loss: 24.9875 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 294 Generator Loss: 26.5617 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 295 Generator Loss: 26.1644 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 296 Generator Loss: 26.4737 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 297 Generator Loss: 24.3194 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 298 Generator Loss: 27.3563 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 299 Generator Loss: 24.8865 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 300 Generator Loss: 25.4113 Discriminator Loss: 0.078125, Time: 29.34
Saving model Checkpoint  ......
Model Saved!
Generating Validation Data B from A...
Generating Validation Data A from B...
Time taken for validation Set: 91.78902864456177
Epoch: 301 Generator Loss: 25.1168 Discriminator Loss: 0.078125, Time: 29.24
Epoch: 302 Generator Loss: 26.6920 Discriminator Loss: 0.078126, Time: 29.28
Epoch: 303 Generator Loss: 24.4065 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 304 Generator Loss: 27.0797 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 305 Generator Loss: 26.2532 Discriminator Loss: 0.078125, Time: 29.28
Epoch: 306 Generator Loss: 25.4992 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 307 Generator Loss: 29.1232 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 308 Generator Loss: 24.8886 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 309 Generator Loss: 25.6190 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 310 Generator Loss: 25.4972 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 311 Generator Loss: 25.5647 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 312 Generator Loss: 28.7347 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 313 Generator Loss: 25.1684 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 314 Generator Loss: 24.7093 Discriminator Loss: 0.078125, Time: 29.33
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Epoch: 316 Generator Loss: 27.1099 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 317 Generator Loss: 25.4529 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 318 Generator Loss: 25.3573 Discriminator Loss: 0.078147, Time: 29.34
Epoch: 319 Generator Loss: 25.6421 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 320 Generator Loss: 26.6681 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 321 Generator Loss: 25.2137 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 322 Generator Loss: 25.7244 Discriminator Loss: 0.078125, Time: 29.33
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Epoch: 324 Generator Loss: 25.4517 Discriminator Loss: 0.078125, Time: 29.34
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Epoch: 332 Generator Loss: 24.4850 Discriminator Loss: 0.078153, Time: 29.35
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Epoch: 334 Generator Loss: 26.1878 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 335 Generator Loss: 26.2195 Discriminator Loss: 0.078129, Time: 29.33
Epoch: 336 Generator Loss: 24.7442 Discriminator Loss: 0.078126, Time: 29.33
Epoch: 337 Generator Loss: 26.3864 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 338 Generator Loss: 25.3450 Discriminator Loss: 0.078125, Time: 29.34
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Epoch: 340 Generator Loss: 24.8390 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 341 Generator Loss: 25.1959 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 342 Generator Loss: 26.2561 Discriminator Loss: 0.078125, Time: 29.33
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Epoch: 354 Generator Loss: 24.5889 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 355 Generator Loss: 24.7824 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 356 Generator Loss: 26.4326 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 357 Generator Loss: 25.4724 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 358 Generator Loss: 24.7909 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 359 Generator Loss: 25.2614 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 360 Generator Loss: 26.5633 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 361 Generator Loss: 23.6451 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 362 Generator Loss: 25.6047 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 363 Generator Loss: 26.7116 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 364 Generator Loss: 26.4645 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 365 Generator Loss: 24.7681 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 366 Generator Loss: 27.5987 Discriminator Loss: 0.078125, Time: 29.34
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Epoch: 368 Generator Loss: 24.2214 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 369 Generator Loss: 23.1172 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 370 Generator Loss: 25.1751 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 371 Generator Loss: 26.3204 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 372 Generator Loss: 23.8480 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 373 Generator Loss: 25.0883 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 374 Generator Loss: 24.6681 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 375 Generator Loss: 26.3267 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 376 Generator Loss: 24.4803 Discriminator Loss: 0.078125, Time: 29.33
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Epoch: 379 Generator Loss: 25.5975 Discriminator Loss: 0.078125, Time: 29.33
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Epoch: 381 Generator Loss: 27.7083 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 382 Generator Loss: 25.8814 Discriminator Loss: 0.078125, Time: 29.34
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Epoch: 387 Generator Loss: 26.6361 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 388 Generator Loss: 25.9150 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 389 Generator Loss: 26.4490 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 390 Generator Loss: 25.0120 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 391 Generator Loss: 27.2586 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 392 Generator Loss: 26.3031 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 393 Generator Loss: 24.3651 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 394 Generator Loss: 24.9362 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 395 Generator Loss: 28.1519 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 396 Generator Loss: 24.1522 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 397 Generator Loss: 25.9056 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 398 Generator Loss: 25.9627 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 399 Generator Loss: 27.2329 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 400 Generator Loss: 26.9307 Discriminator Loss: 0.078125, Time: 29.33
Saving model Checkpoint  ......
Model Saved!
Generating Validation Data B from A...
Generating Validation Data A from B...
Time taken for validation Set: 87.42388868331909
Epoch: 401 Generator Loss: 26.5311 Discriminator Loss: 0.078125, Time: 29.25
Epoch: 402 Generator Loss: 27.3097 Discriminator Loss: 0.078125, Time: 29.26
Epoch: 403 Generator Loss: 27.7498 Discriminator Loss: 0.078125, Time: 29.28
Epoch: 404 Generator Loss: 26.1157 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 405 Generator Loss: 26.8335 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 406 Generator Loss: 25.6618 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 407 Generator Loss: 24.6941 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 408 Generator Loss: 24.6594 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 409 Generator Loss: 26.8252 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 410 Generator Loss: 28.4466 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 411 Generator Loss: 25.5462 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 412 Generator Loss: 23.2465 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 413 Generator Loss: 25.0808 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 414 Generator Loss: 28.0034 Discriminator Loss: 0.078125, Time: 29.30
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Epoch: 416 Generator Loss: 25.0253 Discriminator Loss: 0.078125, Time: 29.24
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Epoch: 418 Generator Loss: 24.7618 Discriminator Loss: 0.078125, Time: 29.28
Epoch: 419 Generator Loss: 24.5850 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 420 Generator Loss: 25.9796 Discriminator Loss: 0.078125, Time: 29.29
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Epoch: 437 Generator Loss: 25.7084 Discriminator Loss: 0.078125, Time: 29.31
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Epoch: 458 Generator Loss: 24.0846 Discriminator Loss: 0.078125, Time: 29.30
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Epoch: 461 Generator Loss: 26.2743 Discriminator Loss: 0.078125, Time: 29.31
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Epoch: 499 Generator Loss: 27.2727 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 500 Generator Loss: 24.9802 Discriminator Loss: 0.078125, Time: 29.32
Saving model Checkpoint  ......
Model Saved!
Generating Validation Data B from A...
Generating Validation Data A from B...
Time taken for validation Set: 92.25579619407654
Epoch: 501 Generator Loss: 27.8225 Discriminator Loss: 0.078125, Time: 29.25
Epoch: 502 Generator Loss: 25.2152 Discriminator Loss: 0.078125, Time: 29.27
Epoch: 503 Generator Loss: 28.1367 Discriminator Loss: 0.078125, Time: 29.29
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Epoch: 547 Generator Loss: 25.2673 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 548 Generator Loss: 25.0697 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 549 Generator Loss: 24.9862 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 550 Generator Loss: 26.1385 Discriminator Loss: 0.078125, Time: 29.28
Epoch: 551 Generator Loss: 25.2999 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 552 Generator Loss: 26.9661 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 553 Generator Loss: 24.7971 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 554 Generator Loss: 26.9674 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 555 Generator Loss: 25.1084 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 556 Generator Loss: 25.3647 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 557 Generator Loss: 27.2384 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 558 Generator Loss: 27.9232 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 559 Generator Loss: 25.2993 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 560 Generator Loss: 25.8986 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 561 Generator Loss: 25.0148 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 562 Generator Loss: 25.3978 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 563 Generator Loss: 25.8566 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 564 Generator Loss: 23.7905 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 565 Generator Loss: 26.0272 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 566 Generator Loss: 27.0113 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 567 Generator Loss: 24.7093 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 568 Generator Loss: 27.2554 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 569 Generator Loss: 25.0008 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 570 Generator Loss: 27.7507 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 571 Generator Loss: 26.5694 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 572 Generator Loss: 25.8345 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 573 Generator Loss: 25.5629 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 574 Generator Loss: 24.8078 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 575 Generator Loss: 25.6517 Discriminator Loss: 0.078125, Time: 29.28
Epoch: 576 Generator Loss: 27.0896 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 577 Generator Loss: 24.1765 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 578 Generator Loss: 24.4685 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 579 Generator Loss: 25.8625 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 580 Generator Loss: 24.5947 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 581 Generator Loss: 26.0962 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 582 Generator Loss: 23.9283 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 583 Generator Loss: 22.9613 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 584 Generator Loss: 25.5767 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 585 Generator Loss: 27.1525 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 586 Generator Loss: 26.0275 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 587 Generator Loss: 25.6032 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 588 Generator Loss: 25.9705 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 589 Generator Loss: 25.3557 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 590 Generator Loss: 25.5414 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 591 Generator Loss: 25.8051 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 592 Generator Loss: 25.8591 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 593 Generator Loss: 25.5631 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 594 Generator Loss: 24.6362 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 595 Generator Loss: 26.4138 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 596 Generator Loss: 27.3659 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 597 Generator Loss: 25.2113 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 598 Generator Loss: 27.8185 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 599 Generator Loss: 25.3472 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 600 Generator Loss: 26.7475 Discriminator Loss: 0.078125, Time: 29.30
Saving model Checkpoint  ......
Model Saved!
Generating Validation Data B from A...
Generating Validation Data A from B...
Time taken for validation Set: 90.54669046401978
Epoch: 601 Generator Loss: 26.7970 Discriminator Loss: 0.078125, Time: 29.24
Epoch: 602 Generator Loss: 25.9451 Discriminator Loss: 0.078125, Time: 29.26
Epoch: 603 Generator Loss: 26.6453 Discriminator Loss: 0.078125, Time: 29.27
Epoch: 604 Generator Loss: 25.7913 Discriminator Loss: 0.078125, Time: 29.28
Epoch: 605 Generator Loss: 23.7183 Discriminator Loss: 0.078125, Time: 29.28
Epoch: 606 Generator Loss: 26.0247 Discriminator Loss: 0.078125, Time: 29.27
Epoch: 607 Generator Loss: 25.5124 Discriminator Loss: 0.078125, Time: 29.28
Epoch: 608 Generator Loss: 28.8295 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 609 Generator Loss: 24.5492 Discriminator Loss: 0.078125, Time: 29.26
Epoch: 610 Generator Loss: 24.7654 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 611 Generator Loss: 25.5441 Discriminator Loss: 0.078125, Time: 29.28
Epoch: 612 Generator Loss: 23.9391 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 613 Generator Loss: 27.5516 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 614 Generator Loss: 28.8591 Discriminator Loss: 0.078125, Time: 29.28
Epoch: 615 Generator Loss: 23.7831 Discriminator Loss: 0.078125, Time: 29.28
Epoch: 616 Generator Loss: 26.5959 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 617 Generator Loss: 25.8257 Discriminator Loss: 0.078125, Time: 29.28
Epoch: 618 Generator Loss: 25.9343 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 619 Generator Loss: 26.1390 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 620 Generator Loss: 25.7462 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 621 Generator Loss: 24.4666 Discriminator Loss: 0.078125, Time: 29.28
Epoch: 622 Generator Loss: 25.2424 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 623 Generator Loss: 24.2016 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 624 Generator Loss: 24.8651 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 625 Generator Loss: 24.8713 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 626 Generator Loss: 27.8501 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 627 Generator Loss: 25.9678 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 628 Generator Loss: 29.3117 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 629 Generator Loss: 24.5578 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 630 Generator Loss: 26.4547 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 631 Generator Loss: 26.8141 Discriminator Loss: 0.078125, Time: 29.48
Epoch: 632 Generator Loss: 25.6563 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 633 Generator Loss: 25.4097 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 634 Generator Loss: 26.8490 Discriminator Loss: 0.078125, Time: 29.28
Epoch: 635 Generator Loss: 25.0214 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 636 Generator Loss: 26.8208 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 637 Generator Loss: 25.1161 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 638 Generator Loss: 25.8590 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 639 Generator Loss: 23.5605 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 640 Generator Loss: 26.4879 Discriminator Loss: 0.078125, Time: 29.28
Epoch: 641 Generator Loss: 25.9337 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 642 Generator Loss: 27.5407 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 643 Generator Loss: 25.3731 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 644 Generator Loss: 24.6380 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 645 Generator Loss: 27.1336 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 646 Generator Loss: 24.5630 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 647 Generator Loss: 26.8778 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 648 Generator Loss: 26.0605 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 649 Generator Loss: 25.5924 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 650 Generator Loss: 27.8537 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 651 Generator Loss: 24.9966 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 652 Generator Loss: 27.2397 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 653 Generator Loss: 25.2016 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 654 Generator Loss: 26.5292 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 655 Generator Loss: 27.8356 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 656 Generator Loss: 25.8000 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 657 Generator Loss: 26.1780 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 658 Generator Loss: 27.7890 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 659 Generator Loss: 25.3294 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 660 Generator Loss: 25.3262 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 661 Generator Loss: 28.0008 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 662 Generator Loss: 26.4938 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 663 Generator Loss: 23.6095 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 664 Generator Loss: 25.8038 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 665 Generator Loss: 26.6505 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 666 Generator Loss: 24.6030 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 667 Generator Loss: 27.1200 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 668 Generator Loss: 25.3685 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 669 Generator Loss: 23.7798 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 670 Generator Loss: 25.2978 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 671 Generator Loss: 27.2377 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 672 Generator Loss: 27.6512 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 673 Generator Loss: 25.6466 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 674 Generator Loss: 24.8834 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 675 Generator Loss: 27.9610 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 676 Generator Loss: 27.2716 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 677 Generator Loss: 24.9634 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 678 Generator Loss: 26.6222 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 679 Generator Loss: 28.3209 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 680 Generator Loss: 27.4233 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 681 Generator Loss: 27.2259 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 682 Generator Loss: 23.9469 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 683 Generator Loss: 25.6026 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 684 Generator Loss: 26.9041 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 685 Generator Loss: 26.3779 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 686 Generator Loss: 23.9396 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 687 Generator Loss: 25.6956 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 688 Generator Loss: 25.3562 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 689 Generator Loss: 25.4945 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 690 Generator Loss: 26.3141 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 691 Generator Loss: 25.9413 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 692 Generator Loss: 25.1488 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 693 Generator Loss: 24.2323 Discriminator Loss: 0.078143, Time: 29.32
Epoch: 694 Generator Loss: 24.4746 Discriminator Loss: 0.078146, Time: 29.34
Epoch: 695 Generator Loss: 25.4548 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 696 Generator Loss: 27.2298 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 697 Generator Loss: 24.3008 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 698 Generator Loss: 25.6364 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 699 Generator Loss: 25.5336 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 700 Generator Loss: 25.8170 Discriminator Loss: 0.078125, Time: 29.32
Saving model Checkpoint  ......
Model Saved!
Generating Validation Data B from A...
Generating Validation Data A from B...
Time taken for validation Set: 87.46730613708496
Epoch: 701 Generator Loss: 26.3001 Discriminator Loss: 0.078125, Time: 29.24
Epoch: 702 Generator Loss: 26.2556 Discriminator Loss: 0.078125, Time: 29.27
Epoch: 703 Generator Loss: 24.5631 Discriminator Loss: 0.078125, Time: 29.28
Epoch: 704 Generator Loss: 25.0463 Discriminator Loss: 0.078125, Time: 29.28
Epoch: 705 Generator Loss: 26.8930 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 706 Generator Loss: 25.5030 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 707 Generator Loss: 25.6135 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 708 Generator Loss: 24.7912 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 709 Generator Loss: 24.8782 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 710 Generator Loss: 23.7960 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 711 Generator Loss: 25.5619 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 712 Generator Loss: 25.1841 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 713 Generator Loss: 24.6597 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 714 Generator Loss: 27.0221 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 715 Generator Loss: 25.7482 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 716 Generator Loss: 25.6051 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 717 Generator Loss: 28.0949 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 718 Generator Loss: 25.7519 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 719 Generator Loss: 25.2944 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 720 Generator Loss: 25.3896 Discriminator Loss: 0.078126, Time: 29.33
Epoch: 721 Generator Loss: 24.3360 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 722 Generator Loss: 25.3697 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 723 Generator Loss: 27.0553 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 724 Generator Loss: 25.0119 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 725 Generator Loss: 24.1984 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 726 Generator Loss: 27.2399 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 727 Generator Loss: 25.2444 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 728 Generator Loss: 22.8321 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 729 Generator Loss: 25.5175 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 730 Generator Loss: 24.8667 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 731 Generator Loss: 24.7128 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 732 Generator Loss: 25.1678 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 733 Generator Loss: 26.8335 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 734 Generator Loss: 26.2242 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 735 Generator Loss: 27.5710 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 736 Generator Loss: 27.0224 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 737 Generator Loss: 25.6564 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 738 Generator Loss: 26.2490 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 739 Generator Loss: 25.4482 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 740 Generator Loss: 25.8291 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 741 Generator Loss: 28.9931 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 742 Generator Loss: 27.1812 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 743 Generator Loss: 27.6032 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 744 Generator Loss: 24.6627 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 745 Generator Loss: 26.8249 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 746 Generator Loss: 29.0391 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 747 Generator Loss: 23.8082 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 748 Generator Loss: 26.9098 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 749 Generator Loss: 25.6004 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 750 Generator Loss: 24.8660 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 751 Generator Loss: 25.2255 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 752 Generator Loss: 25.2777 Discriminator Loss: 0.078125, Time: 29.35
Epoch: 753 Generator Loss: 23.6609 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 754 Generator Loss: 28.0952 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 755 Generator Loss: 25.8118 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 756 Generator Loss: 25.7318 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 757 Generator Loss: 24.5408 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 758 Generator Loss: 26.7258 Discriminator Loss: 0.083376, Time: 29.31
Epoch: 759 Generator Loss: 25.6319 Discriminator Loss: 0.083333, Time: 29.34
Epoch: 760 Generator Loss: 26.0314 Discriminator Loss: 0.083333, Time: 29.32
Epoch: 761 Generator Loss: 26.4421 Discriminator Loss: 0.083333, Time: 29.32
Epoch: 762 Generator Loss: 27.0815 Discriminator Loss: 0.083334, Time: 29.34
Epoch: 763 Generator Loss: 25.1834 Discriminator Loss: 0.083333, Time: 29.32
Epoch: 764 Generator Loss: 25.7548 Discriminator Loss: 0.083334, Time: 29.33
Epoch: 765 Generator Loss: 26.1790 Discriminator Loss: 0.083321, Time: 29.33
Epoch: 766 Generator Loss: 23.3299 Discriminator Loss: 0.078398, Time: 29.33
Epoch: 767 Generator Loss: 26.1897 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 768 Generator Loss: 27.1219 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 769 Generator Loss: 24.7616 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 770 Generator Loss: 25.5531 Discriminator Loss: 0.078125, Time: 29.35
Epoch: 771 Generator Loss: 28.3102 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 772 Generator Loss: 26.3568 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 773 Generator Loss: 26.9707 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 774 Generator Loss: 23.8268 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 775 Generator Loss: 23.3991 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 776 Generator Loss: 25.9052 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 777 Generator Loss: 24.9578 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 778 Generator Loss: 25.1541 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 779 Generator Loss: 25.1318 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 780 Generator Loss: 27.1266 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 781 Generator Loss: 25.3799 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 782 Generator Loss: 26.9871 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 783 Generator Loss: 24.6672 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 784 Generator Loss: 24.2029 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 785 Generator Loss: 24.5194 Discriminator Loss: 0.078125, Time: 29.35
Epoch: 786 Generator Loss: 25.6841 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 787 Generator Loss: 25.6236 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 788 Generator Loss: 25.8239 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 789 Generator Loss: 25.3579 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 790 Generator Loss: 26.3861 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 791 Generator Loss: 26.6988 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 792 Generator Loss: 27.3232 Discriminator Loss: 0.103750, Time: 29.35
Epoch: 793 Generator Loss: 25.7288 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 794 Generator Loss: 25.7584 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 795 Generator Loss: 25.2092 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 796 Generator Loss: 25.0504 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 797 Generator Loss: 27.8575 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 798 Generator Loss: 24.2821 Discriminator Loss: 0.078127, Time: 29.34
Epoch: 799 Generator Loss: 24.6662 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 800 Generator Loss: 26.0269 Discriminator Loss: 0.078125, Time: 29.33
Saving model Checkpoint  ......
Model Saved!
Generating Validation Data B from A...
Generating Validation Data A from B...
Time taken for validation Set: 91.2718231678009
Epoch: 801 Generator Loss: 26.9316 Discriminator Loss: 0.078125, Time: 29.26
Epoch: 802 Generator Loss: 24.7544 Discriminator Loss: 0.078128, Time: 29.28
Epoch: 803 Generator Loss: 25.3136 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 804 Generator Loss: 25.6416 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 805 Generator Loss: 27.5152 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 806 Generator Loss: 25.5932 Discriminator Loss: 0.078125, Time: 29.28
Epoch: 807 Generator Loss: 25.3859 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 808 Generator Loss: 25.2158 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 809 Generator Loss: 23.8956 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 810 Generator Loss: 27.3797 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 811 Generator Loss: 26.0302 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 812 Generator Loss: 28.2993 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 813 Generator Loss: 27.5038 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 814 Generator Loss: 25.8545 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 815 Generator Loss: 27.0433 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 816 Generator Loss: 25.6104 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 817 Generator Loss: 27.2785 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 818 Generator Loss: 31.1253 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 819 Generator Loss: 25.1418 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 820 Generator Loss: 26.2156 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 821 Generator Loss: 26.3811 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 822 Generator Loss: 26.2472 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 823 Generator Loss: 24.6381 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 824 Generator Loss: 23.3598 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 825 Generator Loss: 27.2964 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 826 Generator Loss: 23.9814 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 827 Generator Loss: 26.0016 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 828 Generator Loss: 25.0835 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 829 Generator Loss: 23.8153 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 830 Generator Loss: 26.4807 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 831 Generator Loss: 23.8292 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 832 Generator Loss: 26.8726 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 833 Generator Loss: 24.3784 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 834 Generator Loss: 25.9765 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 835 Generator Loss: 24.6806 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 836 Generator Loss: 25.7020 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 837 Generator Loss: 24.0844 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 838 Generator Loss: 26.1621 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 839 Generator Loss: 26.1520 Discriminator Loss: 0.078126, Time: 29.33
Epoch: 840 Generator Loss: 25.4087 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 841 Generator Loss: 26.9080 Discriminator Loss: 0.078127, Time: 29.32
Epoch: 842 Generator Loss: 24.1354 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 843 Generator Loss: 26.8196 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 844 Generator Loss: 24.7034 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 845 Generator Loss: 26.7091 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 846 Generator Loss: 26.6813 Discriminator Loss: 0.078126, Time: 29.35
Epoch: 847 Generator Loss: 25.0224 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 848 Generator Loss: 26.3867 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 849 Generator Loss: 24.6320 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 850 Generator Loss: 27.4378 Discriminator Loss: 0.078129, Time: 29.34
Epoch: 851 Generator Loss: 25.3252 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 852 Generator Loss: 29.8035 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 853 Generator Loss: 26.1314 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 854 Generator Loss: 26.1387 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 855 Generator Loss: 25.3778 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 856 Generator Loss: 25.8455 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 857 Generator Loss: 25.7568 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 858 Generator Loss: 29.2728 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 859 Generator Loss: 25.4418 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 860 Generator Loss: 25.1615 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 861 Generator Loss: 26.4286 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 862 Generator Loss: 26.7460 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 863 Generator Loss: 25.4414 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 864 Generator Loss: 26.8357 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 865 Generator Loss: 25.1454 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 866 Generator Loss: 24.8584 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 867 Generator Loss: 24.4105 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 868 Generator Loss: 24.6785 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 869 Generator Loss: 25.3522 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 870 Generator Loss: 26.3070 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 871 Generator Loss: 25.9769 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 872 Generator Loss: 25.4550 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 873 Generator Loss: 28.5424 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 874 Generator Loss: 26.4417 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 875 Generator Loss: 24.4661 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 876 Generator Loss: 27.1301 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 877 Generator Loss: 25.8457 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 878 Generator Loss: 24.8398 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 879 Generator Loss: 28.0942 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 880 Generator Loss: 24.0254 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 881 Generator Loss: 26.2761 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 882 Generator Loss: 26.7460 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 883 Generator Loss: 25.3279 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 884 Generator Loss: 26.6351 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 885 Generator Loss: 26.6372 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 886 Generator Loss: 26.6347 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 887 Generator Loss: 25.6807 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 888 Generator Loss: 25.9488 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 889 Generator Loss: 25.1521 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 890 Generator Loss: 27.7984 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 891 Generator Loss: 27.5916 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 892 Generator Loss: 26.0318 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 893 Generator Loss: 24.8402 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 894 Generator Loss: 24.4327 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 895 Generator Loss: 27.8492 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 896 Generator Loss: 25.1155 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 897 Generator Loss: 25.0849 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 898 Generator Loss: 24.7215 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 899 Generator Loss: 25.9469 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 900 Generator Loss: 28.5145 Discriminator Loss: 0.078125, Time: 29.33
Saving model Checkpoint  ......
Model Saved!
Generating Validation Data B from A...
Generating Validation Data A from B...
Time taken for validation Set: 90.05819368362427
Epoch: 901 Generator Loss: 24.8050 Discriminator Loss: 0.078125, Time: 29.26
Epoch: 902 Generator Loss: 25.0775 Discriminator Loss: 0.078125, Time: 29.28
Epoch: 903 Generator Loss: 24.7949 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 904 Generator Loss: 25.7413 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 905 Generator Loss: 26.3873 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 906 Generator Loss: 24.8076 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 907 Generator Loss: 24.6763 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 908 Generator Loss: 26.9814 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 909 Generator Loss: 27.0480 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 910 Generator Loss: 25.5575 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 911 Generator Loss: 25.7449 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 912 Generator Loss: 24.3640 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 913 Generator Loss: 26.1747 Discriminator Loss: 0.078125, Time: 29.31
Epoch: 914 Generator Loss: 25.4735 Discriminator Loss: 0.078125, Time: 29.93
Epoch: 915 Generator Loss: 24.7187 Discriminator Loss: 0.078125, Time: 30.71
Epoch: 916 Generator Loss: 27.0546 Discriminator Loss: 0.078128, Time: 29.69
Epoch: 917 Generator Loss: 26.0323 Discriminator Loss: 0.078125, Time: 29.52
Epoch: 918 Generator Loss: 25.7905 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 919 Generator Loss: 24.2764 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 920 Generator Loss: 25.9076 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 921 Generator Loss: 26.7436 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 922 Generator Loss: 26.0483 Discriminator Loss: 0.078125, Time: 29.39
Epoch: 923 Generator Loss: 26.0018 Discriminator Loss: 0.078125, Time: 29.76
Epoch: 924 Generator Loss: 27.6503 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 925 Generator Loss: 26.0333 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 926 Generator Loss: 25.4613 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 927 Generator Loss: 24.9658 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 928 Generator Loss: 24.1287 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 929 Generator Loss: 24.2233 Discriminator Loss: 0.078125, Time: 29.35
Epoch: 930 Generator Loss: 24.5728 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 931 Generator Loss: 24.3316 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 932 Generator Loss: 27.8254 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 933 Generator Loss: 24.5906 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 934 Generator Loss: 25.2698 Discriminator Loss: 0.078125, Time: 29.35
Epoch: 935 Generator Loss: 24.9968 Discriminator Loss: 0.078126, Time: 29.34
Epoch: 936 Generator Loss: 25.4269 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 937 Generator Loss: 26.3299 Discriminator Loss: 0.078300, Time: 29.34
Epoch: 938 Generator Loss: 27.8331 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 939 Generator Loss: 25.3950 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 940 Generator Loss: 24.7604 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 941 Generator Loss: 25.8530 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 942 Generator Loss: 25.4487 Discriminator Loss: 0.078126, Time: 29.34
Epoch: 943 Generator Loss: 25.8656 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 944 Generator Loss: 28.2885 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 945 Generator Loss: 25.1696 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 946 Generator Loss: 29.3958 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 947 Generator Loss: 27.3480 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 948 Generator Loss: 24.9168 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 949 Generator Loss: 25.7378 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 950 Generator Loss: 26.9158 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 951 Generator Loss: 27.0947 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 952 Generator Loss: 25.8011 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 953 Generator Loss: 26.5356 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 954 Generator Loss: 26.9173 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 955 Generator Loss: 27.1476 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 956 Generator Loss: 25.8477 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 957 Generator Loss: 25.5674 Discriminator Loss: 0.078125, Time: 29.35
Epoch: 958 Generator Loss: 25.6039 Discriminator Loss: 0.078125, Time: 29.35
Epoch: 959 Generator Loss: 24.9160 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 960 Generator Loss: 24.7578 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 961 Generator Loss: 26.0309 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 962 Generator Loss: 25.9752 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 963 Generator Loss: 25.3493 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 964 Generator Loss: 25.2081 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 965 Generator Loss: 26.0416 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 966 Generator Loss: 22.7538 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 967 Generator Loss: 26.3952 Discriminator Loss: 0.078137, Time: 29.33
Epoch: 968 Generator Loss: 25.7663 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 969 Generator Loss: 26.1880 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 970 Generator Loss: 25.3488 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 971 Generator Loss: 23.2812 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 972 Generator Loss: 25.9849 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 973 Generator Loss: 26.7253 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 974 Generator Loss: 24.8263 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 975 Generator Loss: 29.0532 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 976 Generator Loss: 25.4123 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 977 Generator Loss: 26.2257 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 978 Generator Loss: 25.7569 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 979 Generator Loss: 24.3662 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 980 Generator Loss: 25.4790 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 981 Generator Loss: 23.9295 Discriminator Loss: 0.082590, Time: 29.34
Epoch: 982 Generator Loss: 27.9336 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 983 Generator Loss: 25.0927 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 984 Generator Loss: 25.0339 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 985 Generator Loss: 25.2739 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 986 Generator Loss: 26.3562 Discriminator Loss: 0.078127, Time: 29.33
Epoch: 987 Generator Loss: 25.8227 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 988 Generator Loss: 27.4317 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 989 Generator Loss: 26.1281 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 990 Generator Loss: 25.5879 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 991 Generator Loss: 26.3096 Discriminator Loss: 0.078127, Time: 29.34
Epoch: 992 Generator Loss: 25.0231 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 993 Generator Loss: 25.3205 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 994 Generator Loss: 23.9197 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 995 Generator Loss: 27.0627 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 996 Generator Loss: 25.8333 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 997 Generator Loss: 26.0939 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 998 Generator Loss: 25.8790 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 999 Generator Loss: 26.6886 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 1000 Generator Loss: 24.2363 Discriminator Loss: 0.078126, Time: 29.33
Saving model Checkpoint  ......
Model Saved!
Generating Validation Data B from A...
Generating Validation Data A from B...
Time taken for validation Set: 89.63691329956055
Epoch: 1001 Generator Loss: 25.1544 Discriminator Loss: 0.078125, Time: 29.26
Epoch: 1002 Generator Loss: 27.3976 Discriminator Loss: 0.078125, Time: 29.27
Epoch: 1003 Generator Loss: 26.3627 Discriminator Loss: 0.078125, Time: 29.28
Epoch: 1004 Generator Loss: 26.9836 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 1005 Generator Loss: 26.2161 Discriminator Loss: 0.078125, Time: 29.28
Epoch: 1006 Generator Loss: 23.6551 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 1007 Generator Loss: 25.8456 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 1008 Generator Loss: 25.7650 Discriminator Loss: 0.078130, Time: 29.29
Epoch: 1009 Generator Loss: 25.2135 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 1010 Generator Loss: 26.5042 Discriminator Loss: 0.078126, Time: 29.31
Epoch: 1011 Generator Loss: 25.1069 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 1012 Generator Loss: 25.1468 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 1013 Generator Loss: 23.6075 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 1014 Generator Loss: 25.9769 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 1015 Generator Loss: 26.4842 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 1016 Generator Loss: 26.5896 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 1017 Generator Loss: 26.6059 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 1018 Generator Loss: 26.8035 Discriminator Loss: 0.078125, Time: 29.30
Epoch: 1019 Generator Loss: 24.4973 Discriminator Loss: 0.078125, Time: 29.29
Epoch: 1020 Generator Loss: 24.8652 Discriminator Loss: 0.078126, Time: 29.30
Epoch: 1021 Generator Loss: 26.5814 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 1022 Generator Loss: 24.5161 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 1023 Generator Loss: 26.9837 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 1024 Generator Loss: 27.1211 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 1025 Generator Loss: 25.5010 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 1026 Generator Loss: 25.3962 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 1027 Generator Loss: 26.7577 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 1028 Generator Loss: 25.4763 Discriminator Loss: 0.078129, Time: 29.32
Epoch: 1029 Generator Loss: 25.3544 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 1030 Generator Loss: 27.4573 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 1031 Generator Loss: 24.3676 Discriminator Loss: 0.078125, Time: 29.33
Epoch: 1032 Generator Loss: 25.2483 Discriminator Loss: 0.078125, Time: 29.32
Epoch: 1033 Generator Loss: 26.2626 Discriminator Loss: 0.078125, Time: 30.17
Epoch: 1034 Generator Loss: 26.4027 Discriminator Loss: 0.078125, Time: 30.02
Epoch: 1035 Generator Loss: 26.5636 Discriminator Loss: 0.078125, Time: 29.58
Epoch: 1036 Generator Loss: 25.0483 Discriminator Loss: 0.078125, Time: 29.34
Epoch: 1037 Generator Loss: 24.9419 Discriminator Loss: 0.078126, Time: 29.62
Epoch: 1038 Generator Loss: 23.8742 Discriminator Loss: 0.078125, Time: 30.06
Epoch: 1039 Generator Loss: 24.0177 Discriminator Loss: 0.078126, Time: 29.36
Epoch: 1040 Generator Loss: 26.4740 Discriminator Loss: 0.078125, Time: 29.35
Epoch: 1041 Generator Loss: 25.5982 Discriminator Loss: 0.078125, Time: 29.39
Epoch: 1042 Generator Loss: 25.0764 Discriminator Loss: 0.078125, Time: 30.66
Epoch: 1043 Generator Loss: 26.4266 Discriminator Loss: 0.078125, Time: 31.10
Epoch: 1044 Generator Loss: 25.4743 Discriminator Loss: 0.078125, Time: 29.63
Epoch: 1045 Generator Loss: 25.1907 Discriminator Loss: 0.078125, Time: 30.05
Epoch: 1046 Generator Loss: 24.1523 Discriminator Loss: 0.078125, Time: 30.21
Epoch: 1047 Generator Loss: 24.1768 Discriminator Loss: 0.078125, Time: 31.65
Epoch: 1048 Generator Loss: 25.8390 Discriminator Loss: 0.078125, Time: 32.09
Epoch: 1049 Generator Loss: 24.7700 Discriminator Loss: 0.078125, Time: 30.05
Epoch: 1050 Generator Loss: 24.0966 Discriminator Loss: 0.078125, Time: 29.59
Epoch: 1051 Generator Loss: 25.3294 Discriminator Loss: 0.078125, Time: 29.67
Epoch: 1052 Generator Loss: 26.3511 Discriminator Loss: 0.078125, Time: 29.62
Epoch: 1053 Generator Loss: 25.9464 Discriminator Loss: 0.078125, Time: 30.01