Epoch 00/100 Batch 0000/23, Loss: 478.4371, rec_loss: 476.0429, KL_loss: 0.0002, MMD_loss: 2.3941
Epoch 00/100 Batch 0023/23, Loss: 196.0147, rec_loss: 193.9614, KL_loss: 0.0006, MMD_loss: 2.0528
Epoch 01/100 Batch 0000/23, Loss: 179.7059, rec_loss: 177.6258, KL_loss: 0.0006, MMD_loss: 2.0794
Epoch 01/100 Batch 0023/23, Loss: 139.2348, rec_loss: 137.3995, KL_loss: 0.0012, MMD_loss: 1.8341
Epoch 02/100 Batch 0000/23, Loss: 130.3916, rec_loss: 128.2588, KL_loss: 0.0013, MMD_loss: 2.1315
Epoch 02/100 Batch 0023/23, Loss: 111.1803, rec_loss: 108.7627, KL_loss: 0.0017, MMD_loss: 2.4159
Epoch 03/100 Batch 0000/23, Loss: 116.7637, rec_loss: 114.3978, KL_loss: 0.0018, MMD_loss: 2.3641
Epoch 03/100 Batch 0023/23, Loss: 104.8216, rec_loss: 102.9196, KL_loss: 0.0022, MMD_loss: 1.8998
Epoch 04/100 Batch 0000/23, Loss: 104.2241, rec_loss: 101.9634, KL_loss: 0.0022, MMD_loss: 2.2584
Epoch 04/100 Batch 0023/23, Loss: 100.5468, rec_loss: 98.9727, KL_loss: 0.0026, MMD_loss: 1.5715
Epoch 05/100 Batch 0000/23, Loss: 97.3097, rec_loss: 95.5077, KL_loss: 0.0026, MMD_loss: 1.7994
Epoch 05/100 Batch 0023/23, Loss: 96.5062, rec_loss: 94.9566, KL_loss: 0.0031, MMD_loss: 1.5465
Epoch 05, Loss_valid: 113.8191, rec_loss_valid: 110.9856, KL_loss_valid: 0.0038, MMD_loss: 1.8401
Epoch 06/100 Batch 0000/23, Loss: 96.6136, rec_loss: 94.9351, KL_loss: 0.0030, MMD_loss: 1.6754
Epoch 06/100 Batch 0023/23, Loss: 90.9596, rec_loss: 89.4859, KL_loss: 0.0035, MMD_loss: 1.4703
Epoch 07/100 Batch 0000/23, Loss: 91.5324, rec_loss: 90.1897, KL_loss: 0.0033, MMD_loss: 1.3393
Epoch 07/100 Batch 0023/23, Loss: 94.5663, rec_loss: 93.3093, KL_loss: 0.0037, MMD_loss: 1.2533
Epoch 08/100 Batch 0000/23, Loss: 91.4134, rec_loss: 90.1619, KL_loss: 0.0038, MMD_loss: 1.2477
Epoch 08/100 Batch 0023/23, Loss: 88.6490, rec_loss: 87.4605, KL_loss: 0.0041, MMD_loss: 1.1844
Epoch 09/100 Batch 0000/23, Loss: 87.2551, rec_loss: 86.1921, KL_loss: 0.0041, MMD_loss: 1.0588
Epoch 09/100 Batch 0023/23, Loss: 89.9000, rec_loss: 88.9771, KL_loss: 0.0043, MMD_loss: 0.9186
Epoch 10/100 Batch 0000/23, Loss: 88.1820, rec_loss: 87.1884, KL_loss: 0.0045, MMD_loss: 0.9892
Epoch 10/100 Batch 0023/23, Loss: 92.0435, rec_loss: 91.3710, KL_loss: 0.0049, MMD_loss: 0.6676
Epoch 10, Loss_valid: 105.4171, rec_loss_valid: 103.6578, KL_loss_valid: 0.0059, MMD_loss: 1.2287
Epoch 11/100 Batch 0000/23, Loss: 88.0769, rec_loss: 87.2049, KL_loss: 0.0046, MMD_loss: 0.8674
Epoch 11/100 Batch 0023/23, Loss: 80.3302, rec_loss: 79.6131, KL_loss: 0.0055, MMD_loss: 0.7116
Epoch 12/100 Batch 0000/23, Loss: 88.0022, rec_loss: 87.1824, KL_loss: 0.0052, MMD_loss: 0.8146
Epoch 12/100 Batch 0023/23, Loss: 88.0481, rec_loss: 87.0639, KL_loss: 0.0056, MMD_loss: 0.9786
Epoch 13/100 Batch 0000/23, Loss: 86.3683, rec_loss: 85.5852, KL_loss: 0.0056, MMD_loss: 0.7775
Epoch 13/100 Batch 0023/23, Loss: 82.2053, rec_loss: 81.7390, KL_loss: 0.0061, MMD_loss: 0.4602
Epoch 14/100 Batch 0000/23, Loss: 84.8003, rec_loss: 84.1048, KL_loss: 0.0060, MMD_loss: 0.6896
Epoch 14/100 Batch 0023/23, Loss: 92.7462, rec_loss: 92.0927, KL_loss: 0.0062, MMD_loss: 0.6473
Epoch 15/100 Batch 0000/23, Loss: 83.9631, rec_loss: 82.7793, KL_loss: 0.0063, MMD_loss: 1.1775
Epoch 15/100 Batch 0023/23, Loss: 93.5904, rec_loss: 93.1966, KL_loss: 0.0063, MMD_loss: 0.3876
Epoch 15, Loss_valid: 102.6563, rec_loss_valid: 101.5682, KL_loss_valid: 0.0079, MMD_loss: 0.5375
Epoch 16/100 Batch 0000/23, Loss: 85.1898, rec_loss: 84.5569, KL_loss: 0.0066, MMD_loss: 0.6263
Epoch 16/100 Batch 0023/23, Loss: 89.1453, rec_loss: 88.6958, KL_loss: 0.0068, MMD_loss: 0.4427
Epoch 17/100 Batch 0000/23, Loss: 82.1227, rec_loss: 81.4627, KL_loss: 0.0068, MMD_loss: 0.6532
Epoch 17/100 Batch 0023/23, Loss: 81.9867, rec_loss: 81.4848, KL_loss: 0.0071, MMD_loss: 0.4949
Epoch 18/100 Batch 0000/23, Loss: 82.4367, rec_loss: 81.8381, KL_loss: 0.0073, MMD_loss: 0.5914
Epoch 18/100 Batch 0023/23, Loss: 88.0532, rec_loss: 87.6316, KL_loss: 0.0073, MMD_loss: 0.4143
Epoch 19/100 Batch 0000/23, Loss: 83.8527, rec_loss: 83.3454, KL_loss: 0.0074, MMD_loss: 0.4999
Epoch 19/100 Batch 0023/23, Loss: 84.7034, rec_loss: 84.4315, KL_loss: 0.0077, MMD_loss: 0.2642
Epoch 20/100 Batch 0000/23, Loss: 83.2614, rec_loss: 82.7874, KL_loss: 0.0079, MMD_loss: 0.4661
Epoch 20/100 Batch 0023/23, Loss: 84.4215, rec_loss: 84.0743, KL_loss: 0.0075, MMD_loss: 0.3397
Epoch 20, Loss_valid: 98.6757, rec_loss_valid: 98.0147, KL_loss_valid: 0.0093, MMD_loss: 0.0644
Epoch 21/100 Batch 0000/23, Loss: 83.6203, rec_loss: 83.1036, KL_loss: 0.0079, MMD_loss: 0.5088
Epoch 21/100 Batch 0023/23, Loss: 85.3887, rec_loss: 84.9107, KL_loss: 0.0081, MMD_loss: 0.4699
Epoch 22/100 Batch 0000/23, Loss: 82.1834, rec_loss: 81.7139, KL_loss: 0.0082, MMD_loss: 0.4613
Epoch 22/100 Batch 0023/23, Loss: 82.4396, rec_loss: 82.0926, KL_loss: 0.0086, MMD_loss: 0.3384
Epoch 23/100 Batch 0000/23, Loss: 82.7500, rec_loss: 82.3250, KL_loss: 0.0083, MMD_loss: 0.4166
Epoch 23/100 Batch 0023/23, Loss: 81.5434, rec_loss: 81.2795, KL_loss: 0.0083, MMD_loss: 0.2556
Epoch 24/100 Batch 0000/23, Loss: 83.9059, rec_loss: 83.4714, KL_loss: 0.0086, MMD_loss: 0.4259
Epoch 24/100 Batch 0023/23, Loss: 76.5728, rec_loss: 76.2481, KL_loss: 0.0092, MMD_loss: 0.3155
Epoch 25/100 Batch 0000/23, Loss: 80.4317, rec_loss: 80.0449, KL_loss: 0.0090, MMD_loss: 0.3778
Epoch 25/100 Batch 0023/23, Loss: 85.1962, rec_loss: 84.7456, KL_loss: 0.0087, MMD_loss: 0.4419
Epoch 25, Loss_valid: 96.4055, rec_loss_valid: 95.8762, KL_loss_valid: 0.0109, MMD_loss: 0.0235
Epoch 26/100 Batch 0000/23, Loss: 79.6206, rec_loss: 79.2289, KL_loss: 0.0093, MMD_loss: 0.3824
Epoch 26/100 Batch 0023/23, Loss: 89.7393, rec_loss: 89.2680, KL_loss: 0.0093, MMD_loss: 0.4620
Epoch 27/100 Batch 0000/23, Loss: 78.5880, rec_loss: 78.1720, KL_loss: 0.0095, MMD_loss: 0.4065
Epoch 27/100 Batch 0023/23, Loss: 81.3030, rec_loss: 81.0912, KL_loss: 0.0093, MMD_loss: 0.2024
Epoch 28/100 Batch 0000/23, Loss: 79.7607, rec_loss: 79.3760, KL_loss: 0.0096, MMD_loss: 0.3750
Epoch 28/100 Batch 0023/23, Loss: 84.5922, rec_loss: 84.4034, KL_loss: 0.0095, MMD_loss: 0.1793
Epoch 29/100 Batch 0000/23, Loss: 79.8328, rec_loss: 79.4296, KL_loss: 0.0098, MMD_loss: 0.3933
Epoch 29/100 Batch 0023/23, Loss: 78.5805, rec_loss: 77.4847, KL_loss: 0.0101, MMD_loss: 1.0857
Epoch 30/100 Batch 0000/23, Loss: 81.1737, rec_loss: 80.8305, KL_loss: 0.0099, MMD_loss: 0.3333
Epoch 30/100 Batch 0023/23, Loss: 76.4132, rec_loss: 76.2500, KL_loss: 0.0102, MMD_loss: 0.1529
Epoch 30, Loss_valid: 93.2538, rec_loss_valid: 92.7979, KL_loss_valid: 0.0122, MMD_loss: 0.0727
Epoch 31/100 Batch 0000/23, Loss: 78.5078, rec_loss: 78.1865, KL_loss: 0.0102, MMD_loss: 0.3111
Epoch 31/100 Batch 0023/23, Loss: 82.8384, rec_loss: 82.4531, KL_loss: 0.0106, MMD_loss: 0.3746
Epoch 32/100 Batch 0000/23, Loss: 80.0636, rec_loss: 79.7538, KL_loss: 0.0102, MMD_loss: 0.2995
Epoch 32/100 Batch 0023/23, Loss: 79.4784, rec_loss: 78.9296, KL_loss: 0.0104, MMD_loss: 0.5384
Epoch 33/100 Batch 0000/23, Loss: 78.2912, rec_loss: 77.9575, KL_loss: 0.0106, MMD_loss: 0.3232
Epoch 33/100 Batch 0023/23, Loss: 78.6679, rec_loss: 78.4305, KL_loss: 0.0108, MMD_loss: 0.2267
Epoch 34/100 Batch 0000/23, Loss: 79.2443, rec_loss: 78.8632, KL_loss: 0.0108, MMD_loss: 0.3704
Epoch 34/100 Batch 0023/23, Loss: 82.1908, rec_loss: 81.6869, KL_loss: 0.0107, MMD_loss: 0.4932
Epoch 35/100 Batch 0000/23, Loss: 78.6246, rec_loss: 78.3124, KL_loss: 0.0109, MMD_loss: 0.3013
Epoch 35/100 Batch 0023/23, Loss: 79.0399, rec_loss: 78.9957, KL_loss: 0.0113, MMD_loss: 0.0330
Epoch 35, Loss_valid: 93.1621, rec_loss_valid: 92.7903, KL_loss_valid: 0.0135, MMD_loss: -0.0448
Epoch 36/100 Batch 0000/23, Loss: 80.3874, rec_loss: 80.0580, KL_loss: 0.0109, MMD_loss: 0.3185
Epoch 36/100 Batch 0023/23, Loss: 82.3066, rec_loss: 82.2544, KL_loss: 0.0112, MMD_loss: 0.0409
Epoch 37/100 Batch 0000/23, Loss: 77.8184, rec_loss: 77.5118, KL_loss: 0.0112, MMD_loss: 0.2954
Epoch 37/100 Batch 0023/23, Loss: 78.7246, rec_loss: 78.1639, KL_loss: 0.0115, MMD_loss: 0.5492
Epoch 38/100 Batch 0000/23, Loss: 78.4472, rec_loss: 78.0952, KL_loss: 0.0115, MMD_loss: 0.3405
Epoch 38/100 Batch 0023/23, Loss: 83.6662, rec_loss: 83.2999, KL_loss: 0.0110, MMD_loss: 0.3553
Epoch 39/100 Batch 0000/23, Loss: 77.1093, rec_loss: 76.8050, KL_loss: 0.0117, MMD_loss: 0.2926
Epoch 39/100 Batch 0023/23, Loss: 86.0915, rec_loss: 86.0680, KL_loss: 0.0116, MMD_loss: 0.0119
Epoch 40/100 Batch 0000/23, Loss: 75.8605, rec_loss: 75.5806, KL_loss: 0.0117, MMD_loss: 0.2682
Epoch 40/100 Batch 0023/23, Loss: 77.7199, rec_loss: 77.4437, KL_loss: 0.0124, MMD_loss: 0.2639
Epoch 40, Loss_valid: 93.0520, rec_loss_valid: 92.4504, KL_loss_valid: 0.0142, MMD_loss: 0.3914
Epoch 41/100 Batch 0000/23, Loss: 77.8257, rec_loss: 77.5454, KL_loss: 0.0122, MMD_loss: 0.2681
Epoch 41/100 Batch 0023/23, Loss: 73.9460, rec_loss: 73.7828, KL_loss: 0.0124, MMD_loss: 0.1509
Epoch 42/100 Batch 0000/23, Loss: 79.3207, rec_loss: 79.0347, KL_loss: 0.0120, MMD_loss: 0.2740
Epoch 42/100 Batch 0023/23, Loss: 85.8062, rec_loss: 85.5975, KL_loss: 0.0120, MMD_loss: 0.1967
Epoch 43/100 Batch 0000/23, Loss: 77.6394, rec_loss: 77.3185, KL_loss: 0.0123, MMD_loss: 0.3086
Epoch 43/100 Batch 0023/23, Loss: 79.4700, rec_loss: 79.1622, KL_loss: 0.0123, MMD_loss: 0.2955
Epoch 44/100 Batch 0000/23, Loss: 78.8399, rec_loss: 78.5549, KL_loss: 0.0125, MMD_loss: 0.2725
Epoch 44/100 Batch 0023/23, Loss: 77.0194, rec_loss: 76.7549, KL_loss: 0.0129, MMD_loss: 0.2516
Epoch 45/100 Batch 0000/23, Loss: 77.5844, rec_loss: 77.3288, KL_loss: 0.0126, MMD_loss: 0.2430
Epoch 45/100 Batch 0023/23, Loss: 72.9175, rec_loss: 72.6562, KL_loss: 0.0128, MMD_loss: 0.2486
Epoch 45, Loss_valid: 92.8046, rec_loss_valid: 92.4323, KL_loss_valid: 0.0156, MMD_loss: 0.1009
Epoch 46/100 Batch 0000/23, Loss: 78.4106, rec_loss: 78.1624, KL_loss: 0.0129, MMD_loss: 0.2353
Epoch 46/100 Batch 0023/23, Loss: 77.8744, rec_loss: 77.6623, KL_loss: 0.0132, MMD_loss: 0.1990
Epoch 47/100 Batch 0000/23, Loss: 78.3132, rec_loss: 78.0258, KL_loss: 0.0130, MMD_loss: 0.2744
Epoch 47/100 Batch 0023/23, Loss: 77.2610, rec_loss: 77.2439, KL_loss: 0.0127, MMD_loss: 0.0044
Epoch 48/100 Batch 0000/23, Loss: 76.7237, rec_loss: 76.4245, KL_loss: 0.0132, MMD_loss: 0.2860
Epoch 48/100 Batch 0023/23, Loss: 77.7604, rec_loss: 77.7543, KL_loss: 0.0132, MMD_loss: -0.0071
Epoch 49/100 Batch 0000/23, Loss: 76.6327, rec_loss: 76.3872, KL_loss: 0.0133, MMD_loss: 0.2322
Epoch 49/100 Batch 0023/23, Loss: 81.5781, rec_loss: 81.4593, KL_loss: 0.0127, MMD_loss: 0.1062
Epoch 50/100 Batch 0000/23, Loss: 76.2815, rec_loss: 76.0318, KL_loss: 0.0136, MMD_loss: 0.2360
Epoch 50/100 Batch 0023/23, Loss: 80.2385, rec_loss: 79.9317, KL_loss: 0.0134, MMD_loss: 0.2935
Epoch 50, Loss_valid: 92.5359, rec_loss_valid: 92.1738, KL_loss_valid: 0.0165, MMD_loss: 0.1028
Epoch 51/100 Batch 0000/23, Loss: 78.5145, rec_loss: 78.2597, KL_loss: 0.0135, MMD_loss: 0.2413
Epoch 51/100 Batch 0023/23, Loss: 79.7009, rec_loss: 79.4738, KL_loss: 0.0139, MMD_loss: 0.2133
Epoch 52/100 Batch 0000/23, Loss: 75.8337, rec_loss: 75.6027, KL_loss: 0.0138, MMD_loss: 0.2171
Epoch 52/100 Batch 0023/23, Loss: 77.6649, rec_loss: 76.8609, KL_loss: 0.0140, MMD_loss: 0.7900
Epoch 53/100 Batch 0000/23, Loss: 75.8699, rec_loss: 75.6643, KL_loss: 0.0140, MMD_loss: 0.1916
Epoch 53/100 Batch 0023/23, Loss: 76.9229, rec_loss: 76.6135, KL_loss: 0.0136, MMD_loss: 0.2959
Epoch 54/100 Batch 0000/23, Loss: 76.8410, rec_loss: 76.5608, KL_loss: 0.0143, MMD_loss: 0.2659
Epoch 54/100 Batch 0023/23, Loss: 76.1598, rec_loss: 75.8317, KL_loss: 0.0145, MMD_loss: 0.3136
Epoch 55/100 Batch 0000/23, Loss: 76.9900, rec_loss: 76.7351, KL_loss: 0.0144, MMD_loss: 0.2405
Epoch 55/100 Batch 0023/23, Loss: 76.1932, rec_loss: 75.8987, KL_loss: 0.0148, MMD_loss: 0.2797
Epoch 55, Loss_valid: 93.0112, rec_loss_valid: 92.7215, KL_loss_valid: 0.0172, MMD_loss: 0.0056
Epoch 56/100 Batch 0000/23, Loss: 76.1416, rec_loss: 75.8360, KL_loss: 0.0144, MMD_loss: 0.2912
Epoch 56/100 Batch 0023/23, Loss: 71.3394, rec_loss: 70.7430, KL_loss: 0.0142, MMD_loss: 0.5823
Epoch 57/100 Batch 0000/23, Loss: 75.9204, rec_loss: 75.6789, KL_loss: 0.0147, MMD_loss: 0.2269
Epoch 57/100 Batch 0023/23, Loss: 79.1157, rec_loss: 78.9865, KL_loss: 0.0153, MMD_loss: 0.1139
Epoch 58/100 Batch 0000/23, Loss: 76.7463, rec_loss: 76.5008, KL_loss: 0.0149, MMD_loss: 0.2306
Epoch 58/100 Batch 0023/23, Loss: 72.6361, rec_loss: 72.6322, KL_loss: 0.0151, MMD_loss: -0.0112
Epoch 59/100 Batch 0000/23, Loss: 76.7560, rec_loss: 76.5353, KL_loss: 0.0149, MMD_loss: 0.2058
Epoch 59/100 Batch 0023/23, Loss: 74.2728, rec_loss: 74.1924, KL_loss: 0.0152, MMD_loss: 0.0651
Epoch 60/100 Batch 0000/23, Loss: 77.7334, rec_loss: 77.5401, KL_loss: 0.0152, MMD_loss: 0.1780
Epoch 60/100 Batch 0023/23, Loss: 72.9083, rec_loss: 72.7011, KL_loss: 0.0151, MMD_loss: 0.1921
Epoch 60, Loss_valid: 90.4407, rec_loss_valid: 90.0892, KL_loss_valid: 0.0181, MMD_loss: 0.1570
Epoch 61/100 Batch 0000/23, Loss: 75.9134, rec_loss: 75.6191, KL_loss: 0.0151, MMD_loss: 0.2792
Epoch 61/100 Batch 0023/23, Loss: 76.7101, rec_loss: 76.5677, KL_loss: 0.0161, MMD_loss: 0.1262
Epoch 62/100 Batch 0000/23, Loss: 77.3761, rec_loss: 77.1480, KL_loss: 0.0157, MMD_loss: 0.2124
Epoch 62/100 Batch 0023/23, Loss: 74.4147, rec_loss: 74.3923, KL_loss: 0.0155, MMD_loss: 0.0068
Epoch 63/100 Batch 0000/23, Loss: 73.4093, rec_loss: 73.1962, KL_loss: 0.0155, MMD_loss: 0.1976
Epoch 63/100 Batch 0023/23, Loss: 73.4072, rec_loss: 73.0068, KL_loss: 0.0157, MMD_loss: 0.3847
Epoch 64/100 Batch 0000/23, Loss: 74.8089, rec_loss: 74.6167, KL_loss: 0.0157, MMD_loss: 0.1766
Epoch 64/100 Batch 0023/23, Loss: 72.3687, rec_loss: 72.0323, KL_loss: 0.0164, MMD_loss: 0.3201
Epoch 65/100 Batch 0000/23, Loss: 75.6622, rec_loss: 75.3226, KL_loss: 0.0159, MMD_loss: 0.3238
Epoch 65/100 Batch 0023/23, Loss: 77.5879, rec_loss: 77.4061, KL_loss: 0.0157, MMD_loss: 0.1661
Epoch 65, Loss_valid: 89.7364, rec_loss_valid: 89.4820, KL_loss_valid: 0.0183, MMD_loss: -0.0177
Epoch 66/100 Batch 0000/23, Loss: 76.2468, rec_loss: 76.0368, KL_loss: 0.0158, MMD_loss: 0.1942
Epoch 66/100 Batch 0023/23, Loss: 73.6859, rec_loss: 73.2532, KL_loss: 0.0161, MMD_loss: 0.4165
Epoch 67/100 Batch 0000/23, Loss: 74.6994, rec_loss: 74.4887, KL_loss: 0.0165, MMD_loss: 0.1943
Epoch 67/100 Batch 0023/23, Loss: 76.3872, rec_loss: 76.2684, KL_loss: 0.0160, MMD_loss: 0.1028
Epoch 68/100 Batch 0000/23, Loss: 73.2793, rec_loss: 73.0440, KL_loss: 0.0166, MMD_loss: 0.2187
Epoch 68/100 Batch 0023/23, Loss: 71.1049, rec_loss: 71.0208, KL_loss: 0.0171, MMD_loss: 0.0670
Epoch 69/100 Batch 0000/23, Loss: 75.8867, rec_loss: 75.7235, KL_loss: 0.0165, MMD_loss: 0.1467
Epoch 69/100 Batch 0023/23, Loss: 72.8908, rec_loss: 72.5007, KL_loss: 0.0172, MMD_loss: 0.3729
Epoch 70/100 Batch 0000/23, Loss: 73.0927, rec_loss: 72.9194, KL_loss: 0.0166, MMD_loss: 0.1567
Epoch 70/100 Batch 0023/23, Loss: 73.1602, rec_loss: 72.7037, KL_loss: 0.0167, MMD_loss: 0.4398
Epoch 70, Loss_valid: 90.8175, rec_loss_valid: 90.5983, KL_loss_valid: 0.0208, MMD_loss: -0.0452
Epoch 71/100 Batch 0000/23, Loss: 73.9649, rec_loss: 73.7929, KL_loss: 0.0173, MMD_loss: 0.1547
Epoch 71/100 Batch 0023/23, Loss: 74.0216, rec_loss: 73.8101, KL_loss: 0.0164, MMD_loss: 0.1950
Epoch 72/100 Batch 0000/23, Loss: 76.5618, rec_loss: 76.4043, KL_loss: 0.0169, MMD_loss: 0.1405
Epoch 72/100 Batch 0023/23, Loss: 80.4082, rec_loss: 80.3427, KL_loss: 0.0174, MMD_loss: 0.0481
Epoch 73/100 Batch 0000/23, Loss: 76.4192, rec_loss: 76.1975, KL_loss: 0.0169, MMD_loss: 0.2047
Epoch 73/100 Batch 0023/23, Loss: 74.8984, rec_loss: 74.8352, KL_loss: 0.0173, MMD_loss: 0.0459
Epoch 74/100 Batch 0000/23, Loss: 76.1237, rec_loss: 75.9320, KL_loss: 0.0173, MMD_loss: 0.1744
Epoch 74/100 Batch 0023/23, Loss: 82.3991, rec_loss: 82.2437, KL_loss: 0.0176, MMD_loss: 0.1379
Epoch 75/100 Batch 0000/23, Loss: 78.6450, rec_loss: 78.4598, KL_loss: 0.0173, MMD_loss: 0.1679
Epoch 75/100 Batch 0023/23, Loss: 80.1480, rec_loss: 80.1260, KL_loss: 0.0175, MMD_loss: 0.0046
Epoch 75, Loss_valid: 91.1318, rec_loss_valid: 90.6325, KL_loss_valid: 0.0208, MMD_loss: 0.4879
Epoch 76/100 Batch 0000/23, Loss: 77.7311, rec_loss: 77.5574, KL_loss: 0.0175, MMD_loss: 0.1561
Epoch 76/100 Batch 0023/23, Loss: 71.7210, rec_loss: 71.8057, KL_loss: 0.0175, MMD_loss: -0.1021
Epoch 77/100 Batch 0000/23, Loss: 78.5757, rec_loss: 78.3561, KL_loss: 0.0178, MMD_loss: 0.2018
Epoch 77/100 Batch 0023/23, Loss: 80.3818, rec_loss: 80.0140, KL_loss: 0.0173, MMD_loss: 0.3505
Epoch 78/100 Batch 0000/23, Loss: 74.1219, rec_loss: 73.9325, KL_loss: 0.0180, MMD_loss: 0.1715
Epoch 78/100 Batch 0023/23, Loss: 79.9486, rec_loss: 79.9559, KL_loss: 0.0180, MMD_loss: -0.0253
Epoch 79/100 Batch 0000/23, Loss: 75.7488, rec_loss: 75.5895, KL_loss: 0.0180, MMD_loss: 0.1413
Epoch 79/100 Batch 0023/23, Loss: 73.2732, rec_loss: 73.2383, KL_loss: 0.0183, MMD_loss: 0.0167
Epoch 80/100 Batch 0000/23, Loss: 77.3024, rec_loss: 77.1308, KL_loss: 0.0178, MMD_loss: 0.1538
Epoch 80/100 Batch 0023/23, Loss: 75.4929, rec_loss: 75.4728, KL_loss: 0.0183, MMD_loss: 0.0018
Epoch 80, Loss_valid: 89.4747, rec_loss_valid: 89.0795, KL_loss_valid: 0.0221, MMD_loss: 0.2494
Epoch 81/100 Batch 0000/23, Loss: 74.7538, rec_loss: 74.6000, KL_loss: 0.0186, MMD_loss: 0.1352
Epoch 81/100 Batch 0023/23, Loss: 78.8305, rec_loss: 78.7057, KL_loss: 0.0183, MMD_loss: 0.1065
Epoch 82/100 Batch 0000/23, Loss: 76.5154, rec_loss: 76.3408, KL_loss: 0.0186, MMD_loss: 0.1560
Epoch 82/100 Batch 0023/23, Loss: 73.0282, rec_loss: 72.8652, KL_loss: 0.0188, MMD_loss: 0.1442
Epoch 83/100 Batch 0000/23, Loss: 76.0149, rec_loss: 75.7954, KL_loss: 0.0186, MMD_loss: 0.2009
Epoch 83/100 Batch 0023/23, Loss: 72.5281, rec_loss: 72.3457, KL_loss: 0.0192, MMD_loss: 0.1632
Epoch 84/100 Batch 0000/23, Loss: 74.6145, rec_loss: 74.4152, KL_loss: 0.0187, MMD_loss: 0.1806
Epoch 84/100 Batch 0023/23, Loss: 76.7731, rec_loss: 76.5245, KL_loss: 0.0191, MMD_loss: 0.2296
Epoch 85/100 Batch 0000/23, Loss: 77.7396, rec_loss: 77.5533, KL_loss: 0.0187, MMD_loss: 0.1676
Epoch 85/100 Batch 0023/23, Loss: 80.2655, rec_loss: 79.9373, KL_loss: 0.0194, MMD_loss: 0.3088
Epoch 85, Loss_valid: 90.0221, rec_loss_valid: 89.7090, KL_loss_valid: 0.0224, MMD_loss: 0.1911
Epoch 86/100 Batch 0000/23, Loss: 75.5079, rec_loss: 75.3319, KL_loss: 0.0189, MMD_loss: 0.1571
Epoch 86/100 Batch 0023/23, Loss: 77.3724, rec_loss: 77.2323, KL_loss: 0.0192, MMD_loss: 0.1209
Epoch 87/100 Batch 0000/23, Loss: 72.9117, rec_loss: 72.6896, KL_loss: 0.0195, MMD_loss: 0.2026
Epoch 87/100 Batch 0023/23, Loss: 78.5770, rec_loss: 78.5994, KL_loss: 0.0187, MMD_loss: -0.0411
Epoch 88/100 Batch 0000/23, Loss: 74.6192, rec_loss: 74.4517, KL_loss: 0.0190, MMD_loss: 0.1485
Epoch 88/100 Batch 0023/23, Loss: 75.6481, rec_loss: 75.4045, KL_loss: 0.0198, MMD_loss: 0.2239
Epoch 89/100 Batch 0000/23, Loss: 77.1170, rec_loss: 76.9403, KL_loss: 0.0196, MMD_loss: 0.1571
Epoch 89/100 Batch 0023/23, Loss: 81.3709, rec_loss: 81.1764, KL_loss: 0.0193, MMD_loss: 0.1752
Epoch 90/100 Batch 0000/23, Loss: 73.4845, rec_loss: 73.3494, KL_loss: 0.0200, MMD_loss: 0.1151
Epoch 90/100 Batch 0023/23, Loss: 75.3463, rec_loss: 75.2802, KL_loss: 0.0206, MMD_loss: 0.0454
Epoch 90, Loss_valid: 90.6714, rec_loss_valid: 90.2377, KL_loss_valid: 0.0233, MMD_loss: 0.4515
Epoch 91/100 Batch 0000/23, Loss: 74.9325, rec_loss: 74.7304, KL_loss: 0.0198, MMD_loss: 0.1823
Epoch 91/100 Batch 0023/23, Loss: 71.5075, rec_loss: 71.2104, KL_loss: 0.0201, MMD_loss: 0.2771
Epoch 92/100 Batch 0000/23, Loss: 74.6987, rec_loss: 74.5063, KL_loss: 0.0200, MMD_loss: 0.1724
Epoch 92/100 Batch 0023/23, Loss: 71.0134, rec_loss: 70.8263, KL_loss: 0.0199, MMD_loss: 0.1672
Epoch 93/100 Batch 0000/23, Loss: 77.1761, rec_loss: 77.0244, KL_loss: 0.0196, MMD_loss: 0.1321
Epoch 93/100 Batch 0023/23, Loss: 71.1324, rec_loss: 71.1141, KL_loss: 0.0192, MMD_loss: -0.0009
Epoch 94/100 Batch 0000/23, Loss: 75.5434, rec_loss: 75.3962, KL_loss: 0.0199, MMD_loss: 0.1273
Epoch 94/100 Batch 0023/23, Loss: 76.5157, rec_loss: 76.5669, KL_loss: 0.0213, MMD_loss: -0.0725
Epoch 95/100 Batch 0000/23, Loss: 76.5428, rec_loss: 76.3623, KL_loss: 0.0206, MMD_loss: 0.1600
Epoch 95/100 Batch 0023/23, Loss: 75.5940, rec_loss: 75.5364, KL_loss: 0.0208, MMD_loss: 0.0368
Epoch 95, Loss_valid: 91.7355, rec_loss_valid: 91.5608, KL_loss_valid: 0.0248, MMD_loss: -0.0296
Epoch 96/100 Batch 0000/23, Loss: 74.0341, rec_loss: 73.8619, KL_loss: 0.0203, MMD_loss: 0.1519
Epoch 96/100 Batch 0023/23, Loss: 75.1418, rec_loss: 74.9189, KL_loss: 0.0210, MMD_loss: 0.2019
Epoch 97/100 Batch 0000/23, Loss: 74.4745, rec_loss: 74.2544, KL_loss: 0.0211, MMD_loss: 0.1990
Epoch 97/100 Batch 0023/23, Loss: 81.1813, rec_loss: 80.0584, KL_loss: 0.0200, MMD_loss: 1.1029
Epoch 98/100 Batch 0000/23, Loss: 75.5722, rec_loss: 75.4014, KL_loss: 0.0208, MMD_loss: 0.1500
Epoch 98/100 Batch 0023/23, Loss: 73.8092, rec_loss: 73.7027, KL_loss: 0.0212, MMD_loss: 0.0854
Epoch 99/100 Batch 0000/23, Loss: 77.3049, rec_loss: 77.1821, KL_loss: 0.0205, MMD_loss: 0.1023
Epoch 99/100 Batch 0023/23, Loss: 73.2430, rec_loss: 72.7755, KL_loss: 0.0211, MMD_loss: 0.4464