bench.out.55902345

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Namespace(name='TOM_perp_loss', workers=20, batch_size=32, dataroot='/scratch/c.c1984628/my_diss/bpgm/data', datamode='train', stage='TOM', data_list='/scratch/c.c1984628/my_diss/bpgm/data/train_pairs.txt', dataset='viton', fine_width=192, fine_height=256, radius=5, grid_size=5, lr=0.0001, tensorboard_dir='tensorboard', checkpoint_dir='/scratch/c.c1984628/my_diss/tom/checkpoints/TOM_perp_loss', checkpoint='', display_count=20, save_count=10000, keep_step=100000, decay_step=100000, shuffle=False, train_size=0.9, val_size=0.1, img_size=256)
Setting up [LPIPS] perceptual loss: trunk [alex], v[0.1], spatial [off]
Loading model from: /scratch/c.c1984628/my_diss/myenv/lib/python3.9/site-packages/lpips/weights/v0.1/alex.pth
step:        1, time: 10.881, loss: 2.7336, l1: 0.6685, vgg: 0.7615, mask: 1.3035
step:       21, time: 5.260, loss: 2.1215, l1: 0.5318, vgg: 0.3973, mask: 1.1925
step:       41, time: 5.167, loss: 1.8589, l1: 0.4206, vgg: 0.3092, mask: 1.1290
step:       61, time: 4.825, loss: 1.6540, l1: 0.3544, vgg: 0.2272, mask: 1.0723
step:       81, time: 4.772, loss: 1.6003, l1: 0.3177, vgg: 0.1984, mask: 1.0842
step:      101, time: 4.710, loss: 1.5084, l1: 0.2871, vgg: 0.1533, mask: 1.0681
step:      121, time: 4.537, loss: 1.4620, l1: 0.2727, vgg: 0.1213, mask: 1.0680
step:      141, time: 4.586, loss: 1.3979, l1: 0.2385, vgg: 0.1059, mask: 1.0535
step:      161, time: 4.480, loss: 1.4140, l1: 0.2464, vgg: 0.0962, mask: 1.0714
step:      181, time: 4.605, loss: 1.3835, l1: 0.2426, vgg: 0.0877, mask: 1.0531
step:      201, time: 4.623, loss: 1.3684, l1: 0.2302, vgg: 0.0852, mask: 1.0529
step:      221, time: 4.640, loss: 1.3950, l1: 0.2369, vgg: 0.0880, mask: 1.0701
step:      241, time: 4.514, loss: 1.3903, l1: 0.2257, vgg: 0.0849, mask: 1.0797
step:      261, time: 4.519, loss: 1.3619, l1: 0.2314, vgg: 0.0766, mask: 1.0539
step:      281, time: 4.406, loss: 1.3480, l1: 0.2261, vgg: 0.0796, mask: 1.0423
step:      301, time: 4.427, loss: 1.3584, l1: 0.2154, vgg: 0.0722, mask: 1.0708
step:      321, time: 4.511, loss: 1.3521, l1: 0.2209, vgg: 0.0764, mask: 1.0549
step:      341, time: 4.356, loss: 1.3210, l1: 0.2129, vgg: 0.0676, mask: 1.0406
step:      361, time: 4.292, loss: 1.3463, l1: 0.2124, vgg: 0.0688, mask: 1.0651
step:      381, time: 4.039, loss: 1.3252, l1: 0.2034, vgg: 0.0625, mask: 1.0593
step:      401, time: 7.044, loss: 1.3134, l1: 0.2104, vgg: 0.0609, mask: 1.0420
step:      421, time: 4.285, loss: 1.3558, l1: 0.2154, vgg: 0.0780, mask: 1.0625
step:      441, time: 4.199, loss: 1.3284, l1: 0.2073, vgg: 0.0640, mask: 1.0572
step:      461, time: 4.291, loss: 1.3071, l1: 0.2031, vgg: 0.0653, mask: 1.0386
step:      481, time: 4.154, loss: 1.3291, l1: 0.2094, vgg: 0.0578, mask: 1.0618
step:      501, time: 4.045, loss: 1.3422, l1: 0.2054, vgg: 0.0632, mask: 1.0736
step:      521, time: 4.201, loss: 1.3480, l1: 0.2178, vgg: 0.0618, mask: 1.0684
step:      541, time: 4.000, loss: 1.3215, l1: 0.2039, vgg: 0.0588, mask: 1.0588
step:      561, time: 4.189, loss: 1.3162, l1: 0.2008, vgg: 0.0646, mask: 1.0508
step:      581, time: 4.079, loss: 1.3218, l1: 0.2089, vgg: 0.0561, mask: 1.0568
step:      601, time: 4.062, loss: 1.3346, l1: 0.2080, vgg: 0.0584, mask: 1.0681
step:      621, time: 4.089, loss: 1.3045, l1: 0.2007, vgg: 0.0525, mask: 1.0513
step:      641, time: 4.045, loss: 1.2946, l1: 0.1926, vgg: 0.0538, mask: 1.0482
step:      661, time: 4.119, loss: 1.3173, l1: 0.2036, vgg: 0.0588, mask: 1.0548
step:      681, time: 4.023, loss: 1.3330, l1: 0.2004, vgg: 0.0535, mask: 1.0791
step:      701, time: 4.067, loss: 1.3212, l1: 0.1992, vgg: 0.0622, mask: 1.0598
step:      721, time: 3.926, loss: 1.3224, l1: 0.2084, vgg: 0.0531, mask: 1.0608
step:      741, time: 4.039, loss: 1.2953, l1: 0.1980, vgg: 0.0501, mask: 1.0472
step:      761, time: 4.069, loss: 1.2744, l1: 0.1952, vgg: 0.0510, mask: 1.0281
step:      781, time: 3.750, loss: 1.3204, l1: 0.2026, vgg: 0.0524, mask: 1.0654
step:      801, time: 7.910, loss: 1.3275, l1: 0.2069, vgg: 0.0571, mask: 1.0635
step:      821, time: 4.029, loss: 1.3205, l1: 0.2082, vgg: 0.0576, mask: 1.0547
step:      841, time: 3.907, loss: 1.2919, l1: 0.2001, vgg: 0.0497, mask: 1.0421
step:      861, time: 3.925, loss: 1.2779, l1: 0.1893, vgg: 0.0506, mask: 1.0380
step:      881, time: 3.870, loss: 1.2838, l1: 0.1924, vgg: 0.0439, mask: 1.0475
step:      901, time: 3.894, loss: 1.2967, l1: 0.1945, vgg: 0.0503, mask: 1.0519
step:      921, time: 3.889, loss: 1.2564, l1: 0.1807, vgg: 0.0453, mask: 1.0304
step:      941, time: 3.842, loss: 1.2720, l1: 0.1899, vgg: 0.0467, mask: 1.0354
step:      961, time: 3.959, loss: 1.3089, l1: 0.2023, vgg: 0.0552, mask: 1.0514
step:      981, time: 3.938, loss: 1.2963, l1: 0.1934, vgg: 0.0546, mask: 1.0482
step:     1001, time: 3.897, loss: 1.2890, l1: 0.1997, vgg: 0.0502, mask: 1.0391
step:     1021, time: 3.815, loss: 1.2802, l1: 0.1924, vgg: 0.0448, mask: 1.0431
step:     1041, time: 3.878, loss: 1.3222, l1: 0.2032, vgg: 0.0499, mask: 1.0691
step:     1061, time: 4.086, loss: 1.3139, l1: 0.1950, vgg: 0.0534, mask: 1.0655
step:     1081, time: 3.886, loss: 1.3144, l1: 0.2026, vgg: 0.0501, mask: 1.0616
step:     1101, time: 3.800, loss: 1.2441, l1: 0.1794, vgg: 0.0477, mask: 1.0171
step:     1121, time: 3.841, loss: 1.2963, l1: 0.1881, vgg: 0.0493, mask: 1.0588
step:     1141, time: 3.806, loss: 1.2975, l1: 0.1950, vgg: 0.0475, mask: 1.0549
step:     1161, time: 3.884, loss: 1.3075, l1: 0.1927, vgg: 0.0544, mask: 1.0604
step:     1181, time: 3.464, loss: 1.3269, l1: 0.2040, vgg: 0.0503, mask: 1.0726
step:     1201, time: 6.995, loss: 1.3096, l1: 0.2046, vgg: 0.0505, mask: 1.0546
step:     1221, time: 3.798, loss: 1.3064, l1: 0.1950, vgg: 0.0472, mask: 1.0643
step:     1241, time: 3.954, loss: 1.2995, l1: 0.1882, vgg: 0.0488, mask: 1.0625
step:     1261, time: 3.855, loss: 1.2879, l1: 0.1926, vgg: 0.0429, mask: 1.0524
step:     1281, time: 3.847, loss: 1.2856, l1: 0.1918, vgg: 0.0463, mask: 1.0474
step:     1301, time: 3.846, loss: 1.3050, l1: 0.2033, vgg: 0.0510, mask: 1.0506
step:     1321, time: 3.750, loss: 1.3106, l1: 0.2076, vgg: 0.0494, mask: 1.0536
step:     1341, time: 3.803, loss: 1.3030, l1: 0.2014, vgg: 0.0439, mask: 1.0577
step:     1361, time: 3.773, loss: 1.2848, l1: 0.1892, vgg: 0.0455, mask: 1.0501
step:     1381, time: 3.751, loss: 1.2757, l1: 0.1889, vgg: 0.0461, mask: 1.0407
step:     1401, time: 3.836, loss: 1.2958, l1: 0.1882, vgg: 0.0456, mask: 1.0621
step:     1421, time: 3.785, loss: 1.2959, l1: 0.1896, vgg: 0.0471, mask: 1.0591
step:     1441, time: 3.898, loss: 1.2671, l1: 0.1827, vgg: 0.0436, mask: 1.0409
step:     1461, time: 3.811, loss: 1.2969, l1: 0.1937, vgg: 0.0458, mask: 1.0574
step:     1481, time: 3.809, loss: 1.2881, l1: 0.1893, vgg: 0.0463, mask: 1.0525
step:     1501, time: 3.903, loss: 1.2879, l1: 0.1935, vgg: 0.0493, mask: 1.0451
step:     1521, time: 3.808, loss: 1.2937, l1: 0.1888, vgg: 0.0443, mask: 1.0606
step:     1541, time: 3.830, loss: 1.2936, l1: 0.1928, vgg: 0.0431, mask: 1.0577
step:     1561, time: 3.816, loss: 1.2702, l1: 0.1886, vgg: 0.0450, mask: 1.0366
step:     1581, time: 3.638, loss: 1.2887, l1: 0.1947, vgg: 0.0455, mask: 1.0484
step:     1601, time: 6.416, loss: 1.3014, l1: 0.1989, vgg: 0.0454, mask: 1.0571
step:     1621, time: 3.940, loss: 1.2830, l1: 0.1873, vgg: 0.0467, mask: 1.0491
step:     1641, time: 3.776, loss: 1.2771, l1: 0.1879, vgg: 0.0431, mask: 1.0461
step:     1661, time: 3.808, loss: 1.2650, l1: 0.1811, vgg: 0.0448, mask: 1.0392
step:     1681, time: 3.819, loss: 1.3133, l1: 0.1906, vgg: 0.0447, mask: 1.0780
step:     1701, time: 3.815, loss: 1.3008, l1: 0.1939, vgg: 0.0436, mask: 1.0632
step:     1721, time: 3.806, loss: 1.2770, l1: 0.1897, vgg: 0.0438, mask: 1.0435
step:     1741, time: 3.797, loss: 1.2881, l1: 0.1889, vgg: 0.0463, mask: 1.0529
step:     1761, time: 3.803, loss: 1.2887, l1: 0.1912, vgg: 0.0424, mask: 1.0552
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step:   102561, time: 3.782, loss: 1.2519, l1: 0.1774, vgg: 0.0221, mask: 1.0524
step:   102581, time: 3.746, loss: 1.2411, l1: 0.1816, vgg: 0.0242, mask: 1.0353
step:   102601, time: 3.716, loss: 1.2655, l1: 0.1823, vgg: 0.0235, mask: 1.0596
step:   102621, time: 3.759, loss: 1.2529, l1: 0.1779, vgg: 0.0228, mask: 1.0522
step:   102641, time: 3.766, loss: 1.2722, l1: 0.1813, vgg: 0.0225, mask: 1.0684
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step:   102681, time: 3.786, loss: 1.2567, l1: 0.1785, vgg: 0.0223, mask: 1.0559
step:   102701, time: 3.749, loss: 1.2683, l1: 0.1822, vgg: 0.0239, mask: 1.0623
step:   102721, time: 3.722, loss: 1.2772, l1: 0.1845, vgg: 0.0240, mask: 1.0687
step:   102741, time: 3.783, loss: 1.2538, l1: 0.1771, vgg: 0.0230, mask: 1.0537
step:   102761, time: 3.744, loss: 1.2751, l1: 0.1873, vgg: 0.0235, mask: 1.0643
step:   102781, time: 3.596, loss: 1.2649, l1: 0.1872, vgg: 0.0239, mask: 1.0538
step:   102801, time: 6.514, loss: 1.2510, l1: 0.1795, vgg: 0.0228, mask: 1.0488
step:   102821, time: 3.815, loss: 1.2624, l1: 0.1763, vgg: 0.0244, mask: 1.0617
step:   102841, time: 3.721, loss: 1.2369, l1: 0.1767, vgg: 0.0230, mask: 1.0372
step:   102861, time: 3.762, loss: 1.2637, l1: 0.1784, vgg: 0.0230, mask: 1.0623
step:   102881, time: 3.746, loss: 1.2710, l1: 0.1845, vgg: 0.0227, mask: 1.0639
step:   102901, time: 3.710, loss: 1.2852, l1: 0.1823, vgg: 0.0231, mask: 1.0798
step:   102921, time: 3.747, loss: 1.2503, l1: 0.1796, vgg: 0.0241, mask: 1.0465
step:   102941, time: 3.738, loss: 1.2442, l1: 0.1769, vgg: 0.0229, mask: 1.0444
step:   102961, time: 3.692, loss: 1.2821, l1: 0.1900, vgg: 0.0260, mask: 1.0661
step:   102981, time: 3.778, loss: 1.2475, l1: 0.1793, vgg: 0.0231, mask: 1.0452
step:   103001, time: 3.758, loss: 1.2526, l1: 0.1791, vgg: 0.0235, mask: 1.0500
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step:   103041, time: 3.761, loss: 1.2421, l1: 0.1732, vgg: 0.0239, mask: 1.0450
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step:   103101, time: 3.755, loss: 1.2682, l1: 0.1790, vgg: 0.0237, mask: 1.0654
step:   103121, time: 3.745, loss: 1.2638, l1: 0.1854, vgg: 0.0239, mask: 1.0545
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step:   103161, time: 3.723, loss: 1.2486, l1: 0.1822, vgg: 0.0232, mask: 1.0431
step:   103181, time: 3.606, loss: 1.2286, l1: 0.1633, vgg: 0.0211, mask: 1.0441
step:   103201, time: 8.754, loss: 1.2599, l1: 0.1816, vgg: 0.0228, mask: 1.0555
step:   103221, time: 3.777, loss: 1.2566, l1: 0.1767, vgg: 0.0227, mask: 1.0573
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step:   103281, time: 3.746, loss: 1.2685, l1: 0.1943, vgg: 0.0255, mask: 1.0488
step:   103301, time: 3.780, loss: 1.2624, l1: 0.1793, vgg: 0.0240, mask: 1.0591
step:   103321, time: 3.799, loss: 1.2286, l1: 0.1807, vgg: 0.0235, mask: 1.0243
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step:   113641, time: 3.890, loss: 1.2331, l1: 0.1754, vgg: 0.0221, mask: 1.0356
step:   113661, time: 3.915, loss: 1.2681, l1: 0.1813, vgg: 0.0239, mask: 1.0629
step:   113681, time: 3.875, loss: 1.2724, l1: 0.1812, vgg: 0.0225, mask: 1.0687
step:   113701, time: 3.896, loss: 1.2333, l1: 0.1748, vgg: 0.0225, mask: 1.0360
step:   113721, time: 3.918, loss: 1.2513, l1: 0.1778, vgg: 0.0233, mask: 1.0502
step:   113741, time: 3.898, loss: 1.2593, l1: 0.1811, vgg: 0.0242, mask: 1.0540
step:   113761, time: 3.875, loss: 1.2708, l1: 0.1866, vgg: 0.0232, mask: 1.0610
step:   113781, time: 3.771, loss: 1.2663, l1: 0.1868, vgg: 0.0243, mask: 1.0552
step:   113801, time: 3.958, loss: 1.2440, l1: 0.1751, vgg: 0.0223, mask: 1.0467
step:   113821, time: 3.898, loss: 1.2346, l1: 0.1714, vgg: 0.0214, mask: 1.0417
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step:   113861, time: 3.904, loss: 1.2571, l1: 0.1797, vgg: 0.0223, mask: 1.0551
step:   113881, time: 3.892, loss: 1.2493, l1: 0.1666, vgg: 0.0237, mask: 1.0590
step:   113901, time: 3.741, loss: 1.2581, l1: 0.1749, vgg: 0.0215, mask: 1.0617
step:   113921, time: 3.891, loss: 1.2706, l1: 0.1845, vgg: 0.0230, mask: 1.0631
step:   113941, time: 3.892, loss: 1.2432, l1: 0.1741, vgg: 0.0218, mask: 1.0472
step:   113961, time: 3.788, loss: 1.2430, l1: 0.1769, vgg: 0.0225, mask: 1.0436
step:   113981, time: 3.575, loss: 1.2412, l1: 0.1772, vgg: 0.0220, mask: 1.0420
step:   114001, time: 6.261, loss: 1.2639, l1: 0.1802, vgg: 0.0240, mask: 1.0598
step:   114021, time: 3.724, loss: 1.2841, l1: 0.1846, vgg: 0.0243, mask: 1.0751
step:   114041, time: 3.798, loss: 1.2391, l1: 0.1704, vgg: 0.0217, mask: 1.0470
step:   114061, time: 3.732, loss: 1.2615, l1: 0.1836, vgg: 0.0255, mask: 1.0524
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step:   114101, time: 3.699, loss: 1.2539, l1: 0.1811, vgg: 0.0219, mask: 1.0509
step:   114121, time: 3.811, loss: 1.2478, l1: 0.1805, vgg: 0.0229, mask: 1.0445
step:   114141, time: 3.775, loss: 1.2579, l1: 0.1764, vgg: 0.0217, mask: 1.0598
step:   114161, time: 3.781, loss: 1.2612, l1: 0.1882, vgg: 0.0233, mask: 1.0497
step:   114181, time: 3.791, loss: 1.2395, l1: 0.1772, vgg: 0.0222, mask: 1.0400
step:   114201, time: 3.729, loss: 1.2719, l1: 0.1814, vgg: 0.0220, mask: 1.0685
step:   114221, time: 3.804, loss: 1.2573, l1: 0.1848, vgg: 0.0248, mask: 1.0477
step:   114241, time: 3.755, loss: 1.2511, l1: 0.1822, vgg: 0.0241, mask: 1.0448
step:   114261, time: 3.701, loss: 1.2652, l1: 0.1923, vgg: 0.0259, mask: 1.0469
step:   114281, time: 3.720, loss: 1.2410, l1: 0.1789, vgg: 0.0244, mask: 1.0377
step:   114301, time: 3.775, loss: 1.2495, l1: 0.1831, vgg: 0.0242, mask: 1.0422
step:   114321, time: 3.681, loss: 1.2573, l1: 0.1738, vgg: 0.0222, mask: 1.0613
step:   114341, time: 3.715, loss: 1.2573, l1: 0.1818, vgg: 0.0237, mask: 1.0518
step:   114361, time: 3.677, loss: 1.2382, l1: 0.1658, vgg: 0.0195, mask: 1.0529
step:   114381, time: 3.501, loss: 1.2410, l1: 0.1730, vgg: 0.0211, mask: 1.0469
step:   114401, time: 6.901, loss: 1.2491, l1: 0.1740, vgg: 0.0216, mask: 1.0535
step:   114421, time: 3.837, loss: 1.2414, l1: 0.1818, vgg: 0.0229, mask: 1.0367
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step:   114641, time: 3.775, loss: 1.2386, l1: 0.1731, vgg: 0.0217, mask: 1.0437
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step:   115201, time: 7.585, loss: 1.2568, l1: 0.1789, vgg: 0.0216, mask: 1.0562
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step:   117201, time: 8.028, loss: 1.2479, l1: 0.1715, vgg: 0.0225, mask: 1.0539
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step:   117261, time: 3.768, loss: 1.2875, l1: 0.1889, vgg: 0.0235, mask: 1.0751
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step:   121041, time: 3.744, loss: 1.2591, l1: 0.1795, vgg: 0.0230, mask: 1.0566
step:   121061, time: 3.784, loss: 1.2529, l1: 0.1757, vgg: 0.0243, mask: 1.0529
step:   121081, time: 3.744, loss: 1.2514, l1: 0.1737, vgg: 0.0215, mask: 1.0561
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step:   121161, time: 3.706, loss: 1.2413, l1: 0.1797, vgg: 0.0227, mask: 1.0390
step:   121181, time: 3.572, loss: 1.2450, l1: 0.1753, vgg: 0.0225, mask: 1.0472
step:   121201, time: 6.604, loss: 1.2501, l1: 0.1744, vgg: 0.0227, mask: 1.0531
step:   121221, time: 3.802, loss: 1.2391, l1: 0.1737, vgg: 0.0220, mask: 1.0434
step:   121241, time: 3.744, loss: 1.2620, l1: 0.1806, vgg: 0.0220, mask: 1.0594
step:   121261, time: 3.739, loss: 1.2539, l1: 0.1828, vgg: 0.0227, mask: 1.0484
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step:   121301, time: 3.728, loss: 1.2672, l1: 0.1872, vgg: 0.0230, mask: 1.0571
step:   121321, time: 3.782, loss: 1.2400, l1: 0.1716, vgg: 0.0230, mask: 1.0454
step:   121341, time: 3.802, loss: 1.2555, l1: 0.1870, vgg: 0.0249, mask: 1.0436
step:   121361, time: 3.771, loss: 1.2463, l1: 0.1750, vgg: 0.0227, mask: 1.0486
step:   121381, time: 3.727, loss: 1.2558, l1: 0.1749, vgg: 0.0213, mask: 1.0596
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step:   121581, time: 3.572, loss: 1.2509, l1: 0.1862, vgg: 0.0236, mask: 1.0411
step:   121601, time: 8.126, loss: 1.2432, l1: 0.1825, vgg: 0.0238, mask: 1.0369
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step:   135781, time: 3.773, loss: 1.2280, l1: 0.1740, vgg: 0.0213, mask: 1.0326
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step:   135821, time: 3.770, loss: 1.2638, l1: 0.1855, vgg: 0.0238, mask: 1.0545
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step:   135901, time: 3.759, loss: 1.2628, l1: 0.1811, vgg: 0.0231, mask: 1.0586
step:   135921, time: 3.787, loss: 1.2240, l1: 0.1700, vgg: 0.0222, mask: 1.0317
step:   135941, time: 3.737, loss: 1.2539, l1: 0.1703, vgg: 0.0222, mask: 1.0613
step:   135961, time: 3.721, loss: 1.2568, l1: 0.1759, vgg: 0.0205, mask: 1.0604
step:   135981, time: 3.632, loss: 1.2588, l1: 0.1796, vgg: 0.0222, mask: 1.0570
step:   136001, time: 6.526, loss: 1.2641, l1: 0.1795, vgg: 0.0228, mask: 1.0619
step:   136021, time: 3.781, loss: 1.2470, l1: 0.1692, vgg: 0.0236, mask: 1.0543
step:   136041, time: 3.769, loss: 1.2441, l1: 0.1784, vgg: 0.0227, mask: 1.0431
step:   136061, time: 3.714, loss: 1.2847, l1: 0.1868, vgg: 0.0234, mask: 1.0746
step:   136081, time: 3.754, loss: 1.2352, l1: 0.1732, vgg: 0.0225, mask: 1.0396
step:   136101, time: 3.702, loss: 1.2531, l1: 0.1807, vgg: 0.0218, mask: 1.0505
step:   136121, time: 3.722, loss: 1.2673, l1: 0.1853, vgg: 0.0240, mask: 1.0580
step:   136141, time: 3.785, loss: 1.2532, l1: 0.1773, vgg: 0.0207, mask: 1.0552
step:   136161, time: 3.729, loss: 1.2543, l1: 0.1780, vgg: 0.0217, mask: 1.0545
step:   136181, time: 3.739, loss: 1.2565, l1: 0.1839, vgg: 0.0217, mask: 1.0508
step:   136201, time: 3.767, loss: 1.2461, l1: 0.1775, vgg: 0.0223, mask: 1.0463
step:   136221, time: 3.771, loss: 1.2397, l1: 0.1701, vgg: 0.0211, mask: 1.0484
step:   136241, time: 3.700, loss: 1.2544, l1: 0.1826, vgg: 0.0237, mask: 1.0481
step:   136261, time: 3.765, loss: 1.2524, l1: 0.1780, vgg: 0.0231, mask: 1.0514
step:   136281, time: 3.706, loss: 1.2692, l1: 0.1822, vgg: 0.0225, mask: 1.0645
step:   136301, time: 3.721, loss: 1.2504, l1: 0.1776, vgg: 0.0213, mask: 1.0515
step:   136321, time: 3.710, loss: 1.2402, l1: 0.1739, vgg: 0.0235, mask: 1.0428
step:   136341, time: 3.751, loss: 1.2287, l1: 0.1632, vgg: 0.0206, mask: 1.0449
step:   136361, time: 3.753, loss: 1.2690, l1: 0.1799, vgg: 0.0230, mask: 1.0661
step:   136381, time: 3.526, loss: 1.2620, l1: 0.1850, vgg: 0.0233, mask: 1.0537
step:   136401, time: 7.132, loss: 1.2368, l1: 0.1692, vgg: 0.0210, mask: 1.0466
step:   136421, time: 3.833, loss: 1.2456, l1: 0.1755, vgg: 0.0219, mask: 1.0482
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step:   136501, time: 3.784, loss: 1.2533, l1: 0.1770, vgg: 0.0215, mask: 1.0547
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step:   136781, time: 3.583, loss: 1.2534, l1: 0.1767, vgg: 0.0220, mask: 1.0547
step:   136801, time: 8.579, loss: 1.2817, l1: 0.1902, vgg: 0.0250, mask: 1.0665
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step:   137021, time: 3.722, loss: 1.2837, l1: 0.1844, vgg: 0.0226, mask: 1.0767
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step:   137121, time: 3.778, loss: 1.2367, l1: 0.1701, vgg: 0.0220, mask: 1.0446
step:   137141, time: 3.760, loss: 1.2611, l1: 0.1841, vgg: 0.0223, mask: 1.0546
step:   137161, time: 3.761, loss: 1.2339, l1: 0.1732, vgg: 0.0220, mask: 1.0386
step:   137181, time: 3.447, loss: 1.2668, l1: 0.1859, vgg: 0.0229, mask: 1.0580
step:   137201, time: 6.756, loss: 1.2569, l1: 0.1872, vgg: 0.0232, mask: 1.0465
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step:   137241, time: 3.717, loss: 1.2497, l1: 0.1713, vgg: 0.0219, mask: 1.0564
step:   137261, time: 3.740, loss: 1.2703, l1: 0.1847, vgg: 0.0227, mask: 1.0629
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step:   137361, time: 3.768, loss: 1.2769, l1: 0.1847, vgg: 0.0259, mask: 1.0663
step:   137381, time: 3.848, loss: 1.2400, l1: 0.1782, vgg: 0.0227, mask: 1.0391
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step:   137441, time: 3.777, loss: 1.2461, l1: 0.1711, vgg: 0.0214, mask: 1.0536
step:   137461, time: 3.772, loss: 1.2444, l1: 0.1776, vgg: 0.0236, mask: 1.0431
step:   137481, time: 3.777, loss: 1.2611, l1: 0.1794, vgg: 0.0223, mask: 1.0594
step:   137501, time: 3.771, loss: 1.2512, l1: 0.1742, vgg: 0.0209, mask: 1.0561
step:   137521, time: 3.808, loss: 1.2311, l1: 0.1851, vgg: 0.0239, mask: 1.0221
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step:   137561, time: 3.738, loss: 1.2520, l1: 0.1768, vgg: 0.0223, mask: 1.0528
step:   137581, time: 3.478, loss: 1.2658, l1: 0.1704, vgg: 0.0212, mask: 1.0742
step:   137601, time: 7.743, loss: 1.2197, l1: 0.1617, vgg: 0.0205, mask: 1.0375
step:   137621, time: 3.712, loss: 1.2805, l1: 0.1864, vgg: 0.0237, mask: 1.0704
step:   137641, time: 3.711, loss: 1.2719, l1: 0.1821, vgg: 0.0222, mask: 1.0676
step:   137661, time: 3.788, loss: 1.2392, l1: 0.1747, vgg: 0.0219, mask: 1.0426
step:   137681, time: 3.706, loss: 1.2801, l1: 0.1810, vgg: 0.0241, mask: 1.0750
step:   137701, time: 3.776, loss: 1.2326, l1: 0.1737, vgg: 0.0214, mask: 1.0375
step:   137721, time: 3.772, loss: 1.2285, l1: 0.1619, vgg: 0.0202, mask: 1.0464
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step:   138401, time: 7.540, loss: 1.2869, l1: 0.1892, vgg: 0.0235, mask: 1.0741
step:   138421, time: 3.860, loss: 1.2352, l1: 0.1708, vgg: 0.0204, mask: 1.0440
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step:   138461, time: 3.738, loss: 1.2637, l1: 0.1824, vgg: 0.0234, mask: 1.0579
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step:   138641, time: 3.741, loss: 1.2602, l1: 0.1876, vgg: 0.0253, mask: 1.0474
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step:   139161, time: 3.794, loss: 1.2441, l1: 0.1817, vgg: 0.0231, mask: 1.0393
step:   139181, time: 3.536, loss: 1.2636, l1: 0.1788, vgg: 0.0232, mask: 1.0616
step:   139201, time: 6.285, loss: 1.2778, l1: 0.1902, vgg: 0.0252, mask: 1.0624
step:   139221, time: 3.813, loss: 1.2537, l1: 0.1807, vgg: 0.0219, mask: 1.0510
step:   139241, time: 3.760, loss: 1.2457, l1: 0.1798, vgg: 0.0213, mask: 1.0445
step:   139261, time: 3.747, loss: 1.2614, l1: 0.1764, vgg: 0.0217, mask: 1.0633
step:   139281, time: 3.820, loss: 1.2232, l1: 0.1715, vgg: 0.0211, mask: 1.0306
step:   139301, time: 3.702, loss: 1.2739, l1: 0.1924, vgg: 0.0248, mask: 1.0566
step:   139321, time: 3.786, loss: 1.2632, l1: 0.1777, vgg: 0.0221, mask: 1.0634
step:   139341, time: 3.758, loss: 1.2318, l1: 0.1629, vgg: 0.0192, mask: 1.0497
step:   139361, time: 3.757, loss: 1.2630, l1: 0.1749, vgg: 0.0213, mask: 1.0668
step:   139381, time: 3.796, loss: 1.2451, l1: 0.1760, vgg: 0.0222, mask: 1.0469
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step:   143201, time: 6.117, loss: 1.2560, l1: 0.1813, vgg: 0.0226, mask: 1.0521
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step:   150481, time: 3.723, loss: 1.2994, l1: 0.1926, vgg: 0.0247, mask: 1.0822
step:   150501, time: 3.784, loss: 1.2122, l1: 0.1770, vgg: 0.0230, mask: 1.0123
step:   150521, time: 3.743, loss: 1.2452, l1: 0.1798, vgg: 0.0221, mask: 1.0433
step:   150541, time: 3.796, loss: 1.2295, l1: 0.1731, vgg: 0.0206, mask: 1.0358
step:   150561, time: 3.734, loss: 1.2380, l1: 0.1839, vgg: 0.0226, mask: 1.0316
step:   150581, time: 3.718, loss: 1.2338, l1: 0.1761, vgg: 0.0222, mask: 1.0355
step:   150601, time: 3.684, loss: 1.2731, l1: 0.1767, vgg: 0.0227, mask: 1.0738
step:   150621, time: 3.673, loss: 1.2757, l1: 0.1921, vgg: 0.0231, mask: 1.0606
step:   150641, time: 3.721, loss: 1.2654, l1: 0.1814, vgg: 0.0232, mask: 1.0608
step:   150661, time: 3.747, loss: 1.2563, l1: 0.1808, vgg: 0.0223, mask: 1.0532
step:   150681, time: 3.745, loss: 1.2490, l1: 0.1811, vgg: 0.0226, mask: 1.0453
step:   150701, time: 3.674, loss: 1.2450, l1: 0.1770, vgg: 0.0221, mask: 1.0459
step:   150721, time: 3.736, loss: 1.2443, l1: 0.1744, vgg: 0.0225, mask: 1.0473
step:   150741, time: 3.742, loss: 1.2969, l1: 0.1846, vgg: 0.0236, mask: 1.0887
step:   150761, time: 3.768, loss: 1.2434, l1: 0.1724, vgg: 0.0211, mask: 1.0500
step:   150781, time: 3.537, loss: 1.2587, l1: 0.1808, vgg: 0.0218, mask: 1.0561
step:   150801, time: 6.152, loss: 1.2637, l1: 0.1790, vgg: 0.0214, mask: 1.0633
step:   150821, time: 3.813, loss: 1.2403, l1: 0.1730, vgg: 0.0215, mask: 1.0458
step:   150841, time: 3.776, loss: 1.2411, l1: 0.1841, vgg: 0.0229, mask: 1.0341
step:   150861, time: 3.732, loss: 1.2678, l1: 0.1779, vgg: 0.0218, mask: 1.0680
step:   150881, time: 3.712, loss: 1.2349, l1: 0.1756, vgg: 0.0221, mask: 1.0373
step:   150901, time: 3.760, loss: 1.2345, l1: 0.1735, vgg: 0.0224, mask: 1.0387
step:   150921, time: 3.779, loss: 1.2404, l1: 0.1724, vgg: 0.0210, mask: 1.0471
step:   150941, time: 3.743, loss: 1.2643, l1: 0.1883, vgg: 0.0244, mask: 1.0517
step:   150961, time: 3.686, loss: 1.2898, l1: 0.1946, vgg: 0.0240, mask: 1.0712
step:   150981, time: 3.762, loss: 1.2240, l1: 0.1686, vgg: 0.0211, mask: 1.0343
step:   151001, time: 3.752, loss: 1.2164, l1: 0.1628, vgg: 0.0201, mask: 1.0335
step:   151021, time: 3.717, loss: 1.2391, l1: 0.1741, vgg: 0.0231, mask: 1.0420
step:   151041, time: 3.766, loss: 1.2472, l1: 0.1810, vgg: 0.0217, mask: 1.0445
step:   151061, time: 3.803, loss: 1.2428, l1: 0.1694, vgg: 0.0224, mask: 1.0510
step:   151081, time: 3.736, loss: 1.2496, l1: 0.1763, vgg: 0.0225, mask: 1.0508
step:   151101, time: 3.777, loss: 1.2556, l1: 0.1788, vgg: 0.0226, mask: 1.0542
step:   151121, time: 3.729, loss: 1.2407, l1: 0.1806, vgg: 0.0226, mask: 1.0375
step:   151141, time: 3.749, loss: 1.2395, l1: 0.1730, vgg: 0.0216, mask: 1.0450
step:   151161, time: 3.789, loss: 1.2347, l1: 0.1736, vgg: 0.0215, mask: 1.0397
step:   151181, time: 3.596, loss: 1.2387, l1: 0.1760, vgg: 0.0220, mask: 1.0407
step:   151201, time: 6.968, loss: 1.2742, l1: 0.1813, vgg: 0.0219, mask: 1.0711
step:   151221, time: 3.814, loss: 1.2627, l1: 0.1763, vgg: 0.0231, mask: 1.0633
step:   151241, time: 3.705, loss: 1.2402, l1: 0.1765, vgg: 0.0217, mask: 1.0420
step:   151261, time: 3.842, loss: 1.2287, l1: 0.1722, vgg: 0.0202, mask: 1.0363
step:   151281, time: 3.751, loss: 1.2435, l1: 0.1724, vgg: 0.0214, mask: 1.0496
step:   151301, time: 3.794, loss: 1.2284, l1: 0.1760, vgg: 0.0216, mask: 1.0308
step:   151321, time: 3.747, loss: 1.2362, l1: 0.1740, vgg: 0.0220, mask: 1.0402
step:   151341, time: 3.717, loss: 1.2489, l1: 0.1826, vgg: 0.0227, mask: 1.0436
step:   151361, time: 3.767, loss: 1.2490, l1: 0.1784, vgg: 0.0221, mask: 1.0485
step:   151381, time: 3.786, loss: 1.2391, l1: 0.1760, vgg: 0.0217, mask: 1.0415
step:   151401, time: 3.694, loss: 1.2478, l1: 0.1839, vgg: 0.0216, mask: 1.0424
step:   151421, time: 3.735, loss: 1.2450, l1: 0.1729, vgg: 0.0214, mask: 1.0506
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step:   151481, time: 3.758, loss: 1.2453, l1: 0.1790, vgg: 0.0221, mask: 1.0442
step:   151501, time: 3.777, loss: 1.2370, l1: 0.1778, vgg: 0.0214, mask: 1.0378
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step:   151541, time: 3.733, loss: 1.2596, l1: 0.1722, vgg: 0.0218, mask: 1.0656
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step:   151581, time: 3.495, loss: 1.2361, l1: 0.1738, vgg: 0.0208, mask: 1.0414
step:   151601, time: 6.537, loss: 1.2827, l1: 0.1857, vgg: 0.0235, mask: 1.0734
step:   151621, time: 3.797, loss: 1.2561, l1: 0.1775, vgg: 0.0218, mask: 1.0568
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step:   151721, time: 3.786, loss: 1.2261, l1: 0.1764, vgg: 0.0209, mask: 1.0288
step:   151741, time: 3.712, loss: 1.2394, l1: 0.1660, vgg: 0.0207, mask: 1.0528
step:   151761, time: 3.761, loss: 1.2346, l1: 0.1856, vgg: 0.0229, mask: 1.0261
step:   151781, time: 3.683, loss: 1.2720, l1: 0.1809, vgg: 0.0227, mask: 1.0683
step:   151801, time: 3.713, loss: 1.2512, l1: 0.1760, vgg: 0.0213, mask: 1.0539
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step:   151861, time: 3.799, loss: 1.2271, l1: 0.1730, vgg: 0.0207, mask: 1.0334
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step:   151901, time: 3.688, loss: 1.2778, l1: 0.1924, vgg: 0.0239, mask: 1.0615
step:   151921, time: 3.760, loss: 1.2520, l1: 0.1814, vgg: 0.0222, mask: 1.0483
step:   151941, time: 3.719, loss: 1.2493, l1: 0.1789, vgg: 0.0232, mask: 1.0472
step:   151961, time: 3.688, loss: 1.2418, l1: 0.1813, vgg: 0.0226, mask: 1.0378
step:   151981, time: 3.625, loss: 1.2296, l1: 0.1752, vgg: 0.0207, mask: 1.0337
step:   152001, time: 8.705, loss: 1.2210, l1: 0.1736, vgg: 0.0218, mask: 1.0256
step:   152021, time: 3.798, loss: 1.2324, l1: 0.1760, vgg: 0.0222, mask: 1.0343
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step:   152101, time: 3.763, loss: 1.2662, l1: 0.1795, vgg: 0.0218, mask: 1.0649
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step:   152141, time: 3.727, loss: 1.2546, l1: 0.1832, vgg: 0.0227, mask: 1.0488
step:   152161, time: 3.779, loss: 1.2308, l1: 0.1678, vgg: 0.0218, mask: 1.0412
step:   152181, time: 3.796, loss: 1.2497, l1: 0.1733, vgg: 0.0223, mask: 1.0541
step:   152201, time: 3.749, loss: 1.2694, l1: 0.1869, vgg: 0.0235, mask: 1.0589
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step:   152261, time: 3.714, loss: 1.2556, l1: 0.1879, vgg: 0.0232, mask: 1.0445
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step:   152301, time: 3.750, loss: 1.2880, l1: 0.1925, vgg: 0.0246, mask: 1.0709
step:   152321, time: 3.785, loss: 1.2358, l1: 0.1748, vgg: 0.0212, mask: 1.0398
step:   152341, time: 3.755, loss: 1.2339, l1: 0.1721, vgg: 0.0226, mask: 1.0392
step:   152361, time: 3.740, loss: 1.2442, l1: 0.1752, vgg: 0.0218, mask: 1.0472
step:   152381, time: 3.465, loss: 1.2604, l1: 0.1778, vgg: 0.0224, mask: 1.0602
step:   152401, time: 7.743, loss: 1.2834, l1: 0.1825, vgg: 0.0229, mask: 1.0779
step:   152421, time: 3.740, loss: 1.2928, l1: 0.1906, vgg: 0.0241, mask: 1.0782
step:   152441, time: 3.754, loss: 1.2420, l1: 0.1753, vgg: 0.0218, mask: 1.0450
step:   152461, time: 3.729, loss: 1.2648, l1: 0.1912, vgg: 0.0240, mask: 1.0496
step:   152481, time: 3.758, loss: 1.2318, l1: 0.1635, vgg: 0.0207, mask: 1.0476
step:   152501, time: 3.719, loss: 1.2748, l1: 0.1839, vgg: 0.0224, mask: 1.0684
step:   152521, time: 3.746, loss: 1.2469, l1: 0.1813, vgg: 0.0222, mask: 1.0434
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step:   152661, time: 3.729, loss: 1.2297, l1: 0.1632, vgg: 0.0196, mask: 1.0469
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step:   152801, time: 6.639, loss: 1.2634, l1: 0.1800, vgg: 0.0238, mask: 1.0596
step:   152821, time: 3.793, loss: 1.2880, l1: 0.1783, vgg: 0.0225, mask: 1.0872
step:   152841, time: 3.727, loss: 1.2642, l1: 0.1805, vgg: 0.0220, mask: 1.0617
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step:   152881, time: 3.721, loss: 1.2459, l1: 0.1776, vgg: 0.0211, mask: 1.0472
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step:   153001, time: 3.771, loss: 1.2717, l1: 0.1867, vgg: 0.0232, mask: 1.0619
step:   153021, time: 3.780, loss: 1.2358, l1: 0.1741, vgg: 0.0235, mask: 1.0382
step:   153041, time: 3.711, loss: 1.2471, l1: 0.1738, vgg: 0.0224, mask: 1.0509
step:   153061, time: 3.806, loss: 1.2322, l1: 0.1767, vgg: 0.0220, mask: 1.0335
step:   153081, time: 3.732, loss: 1.2802, l1: 0.1791, vgg: 0.0234, mask: 1.0777
step:   153101, time: 3.730, loss: 1.2458, l1: 0.1728, vgg: 0.0212, mask: 1.0518
step:   153121, time: 3.683, loss: 1.2694, l1: 0.1785, vgg: 0.0236, mask: 1.0673
step:   153141, time: 3.712, loss: 1.2389, l1: 0.1782, vgg: 0.0227, mask: 1.0380
step:   153161, time: 3.742, loss: 1.2477, l1: 0.1718, vgg: 0.0211, mask: 1.0549
step:   153181, time: 3.421, loss: 1.2328, l1: 0.1780, vgg: 0.0210, mask: 1.0338
step:   153201, time: 7.292, loss: 1.2627, l1: 0.1835, vgg: 0.0226, mask: 1.0566
step:   153221, time: 3.747, loss: 1.2690, l1: 0.1781, vgg: 0.0232, mask: 1.0678
step:   153241, time: 3.734, loss: 1.2224, l1: 0.1706, vgg: 0.0195, mask: 1.0323
step:   153261, time: 3.725, loss: 1.2204, l1: 0.1719, vgg: 0.0213, mask: 1.0271
step:   153281, time: 3.769, loss: 1.2519, l1: 0.1846, vgg: 0.0226, mask: 1.0447
step:   153301, time: 3.723, loss: 1.2686, l1: 0.1812, vgg: 0.0231, mask: 1.0643
step:   153321, time: 3.738, loss: 1.2677, l1: 0.1802, vgg: 0.0213, mask: 1.0661
step:   153341, time: 3.694, loss: 1.2676, l1: 0.1811, vgg: 0.0223, mask: 1.0642
step:   153361, time: 3.728, loss: 1.2444, l1: 0.1781, vgg: 0.0221, mask: 1.0442
step:   153381, time: 3.786, loss: 1.2297, l1: 0.1777, vgg: 0.0215, mask: 1.0305
step:   153401, time: 3.749, loss: 1.2223, l1: 0.1628, vgg: 0.0201, mask: 1.0394
step:   153421, time: 3.779, loss: 1.2467, l1: 0.1778, vgg: 0.0220, mask: 1.0469
step:   153441, time: 3.701, loss: 1.2650, l1: 0.1789, vgg: 0.0235, mask: 1.0626
step:   153461, time: 3.711, loss: 1.2348, l1: 0.1729, vgg: 0.0201, mask: 1.0418
step:   153481, time: 3.686, loss: 1.3147, l1: 0.1951, vgg: 0.0248, mask: 1.0948
step:   153501, time: 3.727, loss: 1.2559, l1: 0.1768, vgg: 0.0226, mask: 1.0564
step:   153521, time: 3.627, loss: 1.2896, l1: 0.1857, vgg: 0.0225, mask: 1.0814
step:   153541, time: 3.748, loss: 1.2380, l1: 0.1743, vgg: 0.0213, mask: 1.0423
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step:   153581, time: 3.502, loss: 1.2395, l1: 0.1730, vgg: 0.0208, mask: 1.0457
step:   153601, time: 6.362, loss: 1.2592, l1: 0.1832, vgg: 0.0229, mask: 1.0530
step:   153621, time: 3.812, loss: 1.2377, l1: 0.1750, vgg: 0.0215, mask: 1.0412
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step:   153661, time: 3.717, loss: 1.2514, l1: 0.1750, vgg: 0.0224, mask: 1.0541
step:   153681, time: 3.709, loss: 1.2799, l1: 0.1880, vgg: 0.0242, mask: 1.0677
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step:   153721, time: 3.732, loss: 1.2589, l1: 0.1812, vgg: 0.0225, mask: 1.0552
step:   153741, time: 3.760, loss: 1.2426, l1: 0.1800, vgg: 0.0215, mask: 1.0411
step:   153761, time: 3.728, loss: 1.2591, l1: 0.1812, vgg: 0.0219, mask: 1.0560
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step:   153801, time: 3.737, loss: 1.2553, l1: 0.1752, vgg: 0.0212, mask: 1.0589
step:   153821, time: 3.731, loss: 1.2492, l1: 0.1792, vgg: 0.0222, mask: 1.0478
step:   153841, time: 3.725, loss: 1.2843, l1: 0.1921, vgg: 0.0243, mask: 1.0679
step:   153861, time: 3.743, loss: 1.2434, l1: 0.1882, vgg: 0.0239, mask: 1.0313
step:   153881, time: 3.759, loss: 1.2470, l1: 0.1780, vgg: 0.0224, mask: 1.0466
step:   153901, time: 3.749, loss: 1.2535, l1: 0.1766, vgg: 0.0222, mask: 1.0547
step:   153921, time: 3.732, loss: 1.2524, l1: 0.1778, vgg: 0.0218, mask: 1.0527
step:   153941, time: 3.699, loss: 1.2521, l1: 0.1840, vgg: 0.0226, mask: 1.0455
step:   153961, time: 3.769, loss: 1.2313, l1: 0.1697, vgg: 0.0211, mask: 1.0405
step:   153981, time: 3.501, loss: 1.2462, l1: 0.1738, vgg: 0.0225, mask: 1.0500
step:   154001, time: 7.886, loss: 1.2524, l1: 0.1787, vgg: 0.0221, mask: 1.0516
step:   154021, time: 3.815, loss: 1.2315, l1: 0.1671, vgg: 0.0219, mask: 1.0425
step:   154041, time: 3.791, loss: 1.2565, l1: 0.1769, vgg: 0.0214, mask: 1.0583
step:   154061, time: 3.740, loss: 1.2590, l1: 0.1774, vgg: 0.0219, mask: 1.0597
step:   154081, time: 3.713, loss: 1.2562, l1: 0.1771, vgg: 0.0224, mask: 1.0567
step:   154101, time: 3.714, loss: 1.2542, l1: 0.1861, vgg: 0.0222, mask: 1.0459
step:   154121, time: 3.738, loss: 1.2746, l1: 0.1837, vgg: 0.0243, mask: 1.0666
step:   154141, time: 3.742, loss: 1.2874, l1: 0.1895, vgg: 0.0226, mask: 1.0753
step:   154161, time: 3.824, loss: 1.2204, l1: 0.1646, vgg: 0.0216, mask: 1.0342
step:   154181, time: 3.748, loss: 1.2044, l1: 0.1613, vgg: 0.0195, mask: 1.0236
step:   154201, time: 3.742, loss: 1.2442, l1: 0.1756, vgg: 0.0217, mask: 1.0469
step:   154221, time: 3.675, loss: 1.2647, l1: 0.1882, vgg: 0.0232, mask: 1.0533
step:   154241, time: 3.780, loss: 1.2424, l1: 0.1712, vgg: 0.0221, mask: 1.0492
step:   154261, time: 3.755, loss: 1.2659, l1: 0.1799, vgg: 0.0229, mask: 1.0630
step:   154281, time: 3.757, loss: 1.2597, l1: 0.1768, vgg: 0.0218, mask: 1.0611
step:   154301, time: 3.687, loss: 1.2536, l1: 0.1759, vgg: 0.0213, mask: 1.0564
step:   154321, time: 3.766, loss: 1.2382, l1: 0.1831, vgg: 0.0236, mask: 1.0315
step:   154341, time: 3.679, loss: 1.2499, l1: 0.1811, vgg: 0.0211, mask: 1.0476
step:   154361, time: 3.753, loss: 1.2694, l1: 0.1843, vgg: 0.0225, mask: 1.0626
step:   154381, time: 3.478, loss: 1.2504, l1: 0.1710, vgg: 0.0216, mask: 1.0578
step:   154401, time: 8.537, loss: 1.2372, l1: 0.1650, vgg: 0.0199, mask: 1.0524
step:   154421, time: 3.817, loss: 1.2387, l1: 0.1740, vgg: 0.0215, mask: 1.0433
step:   154441, time: 3.695, loss: 1.2866, l1: 0.1869, vgg: 0.0231, mask: 1.0767
step:   154461, time: 3.695, loss: 1.2748, l1: 0.1796, vgg: 0.0221, mask: 1.0731
step:   154481, time: 3.742, loss: 1.2199, l1: 0.1718, vgg: 0.0212, mask: 1.0269
step:   154501, time: 3.750, loss: 1.3031, l1: 0.1881, vgg: 0.0240, mask: 1.0910
step:   154521, time: 3.766, loss: 1.2329, l1: 0.1811, vgg: 0.0230, mask: 1.0288
step:   154541, time: 3.778, loss: 1.2571, l1: 0.1844, vgg: 0.0227, mask: 1.0500
step:   154561, time: 3.726, loss: 1.2550, l1: 0.1754, vgg: 0.0217, mask: 1.0579
step:   154581, time: 3.681, loss: 1.2984, l1: 0.1923, vgg: 0.0235, mask: 1.0826
step:   154601, time: 3.784, loss: 1.2348, l1: 0.1748, vgg: 0.0213, mask: 1.0387
step:   154621, time: 3.763, loss: 1.2631, l1: 0.1880, vgg: 0.0226, mask: 1.0525
step:   154641, time: 3.704, loss: 1.2476, l1: 0.1826, vgg: 0.0226, mask: 1.0424
step:   154661, time: 3.694, loss: 1.2940, l1: 0.1967, vgg: 0.0235, mask: 1.0739
step:   154681, time: 3.692, loss: 1.2509, l1: 0.1800, vgg: 0.0219, mask: 1.0490
step:   154701, time: 3.715, loss: 1.2759, l1: 0.1888, vgg: 0.0230, mask: 1.0641
step:   154721, time: 3.683, loss: 1.2361, l1: 0.1628, vgg: 0.0200, mask: 1.0534
step:   154741, time: 3.790, loss: 1.2281, l1: 0.1747, vgg: 0.0216, mask: 1.0318
step:   154761, time: 3.671, loss: 1.2597, l1: 0.1803, vgg: 0.0227, mask: 1.0567
step:   154781, time: 3.508, loss: 1.2699, l1: 0.1759, vgg: 0.0210, mask: 1.0731
step:   154801, time: 6.484, loss: 1.2635, l1: 0.1814, vgg: 0.0225, mask: 1.0596
step:   154821, time: 3.795, loss: 1.2754, l1: 0.1834, vgg: 0.0232, mask: 1.0689
step:   154841, time: 3.738, loss: 1.2510, l1: 0.1838, vgg: 0.0235, mask: 1.0438
step:   154861, time: 3.800, loss: 1.2746, l1: 0.1807, vgg: 0.0221, mask: 1.0718
step:   154881, time: 3.723, loss: 1.2413, l1: 0.1822, vgg: 0.0221, mask: 1.0371
step:   154901, time: 3.709, loss: 1.2670, l1: 0.1856, vgg: 0.0230, mask: 1.0584
step:   154921, time: 3.733, loss: 1.2338, l1: 0.1737, vgg: 0.0219, mask: 1.0382
step:   154941, time: 3.686, loss: 1.2493, l1: 0.1775, vgg: 0.0219, mask: 1.0498
step:   154961, time: 3.727, loss: 1.2431, l1: 0.1828, vgg: 0.0230, mask: 1.0374
step:   154981, time: 3.701, loss: 1.2753, l1: 0.1820, vgg: 0.0219, mask: 1.0714
step:   155001, time: 3.718, loss: 1.2521, l1: 0.1749, vgg: 0.0223, mask: 1.0549
step:   155021, time: 3.758, loss: 1.2605, l1: 0.1800, vgg: 0.0231, mask: 1.0573
step:   155041, time: 3.805, loss: 1.2247, l1: 0.1714, vgg: 0.0213, mask: 1.0319
step:   155061, time: 3.754, loss: 1.2724, l1: 0.1762, vgg: 0.0216, mask: 1.0746
step:   155081, time: 3.732, loss: 1.2411, l1: 0.1728, vgg: 0.0211, mask: 1.0473
step:   155101, time: 3.674, loss: 1.2519, l1: 0.1787, vgg: 0.0214, mask: 1.0519
step:   155121, time: 3.699, loss: 1.2459, l1: 0.1786, vgg: 0.0211, mask: 1.0461
step:   155141, time: 3.679, loss: 1.2491, l1: 0.1747, vgg: 0.0224, mask: 1.0520
step:   155161, time: 3.685, loss: 1.2904, l1: 0.1963, vgg: 0.0246, mask: 1.0695
step:   155181, time: 3.484, loss: 1.2349, l1: 0.1770, vgg: 0.0229, mask: 1.0350
step:   155201, time: 6.334, loss: 1.2516, l1: 0.1834, vgg: 0.0224, mask: 1.0459
step:   155221, time: 3.838, loss: 1.2477, l1: 0.1720, vgg: 0.0203, mask: 1.0554
step:   155241, time: 3.773, loss: 1.2364, l1: 0.1783, vgg: 0.0219, mask: 1.0362
step:   155261, time: 3.773, loss: 1.2115, l1: 0.1583, vgg: 0.0191, mask: 1.0341
step:   155281, time: 3.722, loss: 1.2513, l1: 0.1849, vgg: 0.0218, mask: 1.0446
step:   155301, time: 3.686, loss: 1.2529, l1: 0.1778, vgg: 0.0227, mask: 1.0523
step:   155321, time: 3.724, loss: 1.2675, l1: 0.1809, vgg: 0.0224, mask: 1.0641
step:   155341, time: 3.786, loss: 1.2668, l1: 0.1848, vgg: 0.0228, mask: 1.0593
step:   155361, time: 3.733, loss: 1.2484, l1: 0.1707, vgg: 0.0219, mask: 1.0557
step:   155381, time: 3.734, loss: 1.2467, l1: 0.1788, vgg: 0.0212, mask: 1.0466
step:   155401, time: 3.789, loss: 1.2119, l1: 0.1658, vgg: 0.0212, mask: 1.0249
step:   155421, time: 3.728, loss: 1.2467, l1: 0.1751, vgg: 0.0215, mask: 1.0502
step:   155441, time: 3.678, loss: 1.2679, l1: 0.1909, vgg: 0.0242, mask: 1.0528
step:   155461, time: 3.763, loss: 1.2398, l1: 0.1809, vgg: 0.0231, mask: 1.0357
step:   155481, time: 3.697, loss: 1.2602, l1: 0.1801, vgg: 0.0227, mask: 1.0573
step:   155501, time: 3.709, loss: 1.2540, l1: 0.1822, vgg: 0.0226, mask: 1.0493
step:   155521, time: 3.713, loss: 1.2604, l1: 0.1860, vgg: 0.0230, mask: 1.0514
step:   155541, time: 3.635, loss: 1.2643, l1: 0.1883, vgg: 0.0241, mask: 1.0519
step:   155561, time: 3.758, loss: 1.2456, l1: 0.1782, vgg: 0.0216, mask: 1.0458
step:   155581, time: 3.551, loss: 1.2778, l1: 0.1789, vgg: 0.0246, mask: 1.0744
step:   155601, time: 6.729, loss: 1.2180, l1: 0.1694, vgg: 0.0210, mask: 1.0275
step:   155621, time: 3.777, loss: 1.2841, l1: 0.1912, vgg: 0.0251, mask: 1.0678
step:   155641, time: 3.666, loss: 1.2761, l1: 0.1812, vgg: 0.0230, mask: 1.0718
step:   155661, time: 3.711, loss: 1.2623, l1: 0.1878, vgg: 0.0233, mask: 1.0512
step:   155681, time: 3.791, loss: 1.2473, l1: 0.1803, vgg: 0.0228, mask: 1.0442
step:   155701, time: 3.670, loss: 1.2351, l1: 0.1756, vgg: 0.0219, mask: 1.0376
step:   155721, time: 3.788, loss: 1.2471, l1: 0.1773, vgg: 0.0210, mask: 1.0488
step:   155741, time: 3.744, loss: 1.2428, l1: 0.1699, vgg: 0.0211, mask: 1.0518
step:   155761, time: 3.699, loss: 1.2468, l1: 0.1816, vgg: 0.0220, mask: 1.0432
step:   155781, time: 3.731, loss: 1.2685, l1: 0.1843, vgg: 0.0234, mask: 1.0609
step:   155801, time: 3.769, loss: 1.2422, l1: 0.1676, vgg: 0.0222, mask: 1.0523
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step:   155841, time: 3.685, loss: 1.2588, l1: 0.1826, vgg: 0.0215, mask: 1.0546
step:   155861, time: 3.622, loss: 1.2847, l1: 0.1882, vgg: 0.0233, mask: 1.0732
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step:   155941, time: 3.714, loss: 1.2579, l1: 0.1768, vgg: 0.0222, mask: 1.0588
step:   155961, time: 3.696, loss: 1.2489, l1: 0.1863, vgg: 0.0226, mask: 1.0400
step:   155981, time: 3.475, loss: 1.2493, l1: 0.1802, vgg: 0.0226, mask: 1.0465
step:   156001, time: 6.244, loss: 1.2426, l1: 0.1774, vgg: 0.0220, mask: 1.0432
step:   156021, time: 3.846, loss: 1.2541, l1: 0.1851, vgg: 0.0230, mask: 1.0460
step:   156041, time: 3.738, loss: 1.2649, l1: 0.1749, vgg: 0.0218, mask: 1.0681
step:   156061, time: 3.754, loss: 1.2650, l1: 0.1837, vgg: 0.0227, mask: 1.0587
step:   156081, time: 3.740, loss: 1.2568, l1: 0.1810, vgg: 0.0226, mask: 1.0532
step:   156101, time: 3.691, loss: 1.2812, l1: 0.1842, vgg: 0.0235, mask: 1.0735
step:   156121, time: 3.795, loss: 1.2391, l1: 0.1700, vgg: 0.0210, mask: 1.0481
step:   156141, time: 3.719, loss: 1.2660, l1: 0.1812, vgg: 0.0230, mask: 1.0618
step:   156161, time: 3.788, loss: 1.2400, l1: 0.1742, vgg: 0.0215, mask: 1.0443
step:   156181, time: 3.760, loss: 1.2461, l1: 0.1729, vgg: 0.0206, mask: 1.0527
step:   156201, time: 3.722, loss: 1.2363, l1: 0.1697, vgg: 0.0214, mask: 1.0451
step:   156221, time: 3.808, loss: 1.2406, l1: 0.1718, vgg: 0.0208, mask: 1.0480
step:   156241, time: 3.741, loss: 1.2547, l1: 0.1823, vgg: 0.0222, mask: 1.0502
step:   156261, time: 3.743, loss: 1.2387, l1: 0.1723, vgg: 0.0218, mask: 1.0446
step:   156281, time: 3.732, loss: 1.2231, l1: 0.1709, vgg: 0.0215, mask: 1.0307
step:   156301, time: 3.697, loss: 1.2408, l1: 0.1696, vgg: 0.0207, mask: 1.0504
step:   156321, time: 3.759, loss: 1.2239, l1: 0.1702, vgg: 0.0209, mask: 1.0327
step:   156341, time: 3.736, loss: 1.2575, l1: 0.1763, vgg: 0.0217, mask: 1.0596
step:   156361, time: 3.713, loss: 1.2553, l1: 0.1841, vgg: 0.0224, mask: 1.0489
step:   156381, time: 3.605, loss: 1.2640, l1: 0.1779, vgg: 0.0234, mask: 1.0627
step:   156401, time: 8.097, loss: 1.2459, l1: 0.1772, vgg: 0.0222, mask: 1.0465
step:   156421, time: 3.774, loss: 1.2270, l1: 0.1625, vgg: 0.0208, mask: 1.0437
step:   156441, time: 3.768, loss: 1.2662, l1: 0.1861, vgg: 0.0228, mask: 1.0573
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step:   156521, time: 3.824, loss: 1.2346, l1: 0.1749, vgg: 0.0232, mask: 1.0365
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step:   156801, time: 6.743, loss: 1.2604, l1: 0.1809, vgg: 0.0230, mask: 1.0565
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step:   157021, time: 3.719, loss: 1.2451, l1: 0.1721, vgg: 0.0219, mask: 1.0512
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step:   157101, time: 3.751, loss: 1.2288, l1: 0.1689, vgg: 0.0217, mask: 1.0383
step:   157121, time: 3.763, loss: 1.2378, l1: 0.1773, vgg: 0.0226, mask: 1.0379
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step:   157161, time: 3.651, loss: 1.2671, l1: 0.1798, vgg: 0.0224, mask: 1.0649
step:   157181, time: 3.514, loss: 1.2571, l1: 0.1801, vgg: 0.0218, mask: 1.0553
step:   157201, time: 6.183, loss: 1.2512, l1: 0.1795, vgg: 0.0227, mask: 1.0490
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step:   157261, time: 3.775, loss: 1.2356, l1: 0.1738, vgg: 0.0213, mask: 1.0405
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step:   157321, time: 3.691, loss: 1.2511, l1: 0.1738, vgg: 0.0222, mask: 1.0551
step:   157341, time: 3.720, loss: 1.2891, l1: 0.1898, vgg: 0.0224, mask: 1.0769
step:   157361, time: 3.754, loss: 1.2455, l1: 0.1702, vgg: 0.0217, mask: 1.0537
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step:   157441, time: 3.740, loss: 1.2439, l1: 0.1655, vgg: 0.0199, mask: 1.0585
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step:   157481, time: 3.727, loss: 1.2513, l1: 0.1756, vgg: 0.0211, mask: 1.0547
step:   157501, time: 3.734, loss: 1.2581, l1: 0.1815, vgg: 0.0235, mask: 1.0531
step:   157521, time: 3.705, loss: 1.2493, l1: 0.1774, vgg: 0.0218, mask: 1.0501
step:   157541, time: 3.734, loss: 1.2611, l1: 0.1803, vgg: 0.0228, mask: 1.0580
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step:   157581, time: 3.615, loss: 1.2331, l1: 0.1722, vgg: 0.0208, mask: 1.0400
step:   157601, time: 7.395, loss: 1.2490, l1: 0.1702, vgg: 0.0221, mask: 1.0567
step:   157621, time: 3.806, loss: 1.2545, l1: 0.1781, vgg: 0.0221, mask: 1.0543
step:   157641, time: 3.714, loss: 1.2463, l1: 0.1764, vgg: 0.0213, mask: 1.0486
step:   157661, time: 3.648, loss: 1.2950, l1: 0.1906, vgg: 0.0235, mask: 1.0809
step:   157681, time: 3.740, loss: 1.2605, l1: 0.1734, vgg: 0.0218, mask: 1.0653
step:   157701, time: 3.702, loss: 1.2593, l1: 0.1839, vgg: 0.0225, mask: 1.0529
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step:   157741, time: 3.790, loss: 1.2303, l1: 0.1670, vgg: 0.0214, mask: 1.0418
step:   157761, time: 3.724, loss: 1.2548, l1: 0.1756, vgg: 0.0220, mask: 1.0572
step:   157781, time: 3.648, loss: 1.2977, l1: 0.1890, vgg: 0.0237, mask: 1.0850
step:   157801, time: 3.753, loss: 1.2313, l1: 0.1711, vgg: 0.0210, mask: 1.0392
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step:   157861, time: 3.712, loss: 1.2542, l1: 0.1758, vgg: 0.0208, mask: 1.0577
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step:   165321, time: 3.740, loss: 1.2535, l1: 0.1778, vgg: 0.0219, mask: 1.0538
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step:   165441, time: 3.687, loss: 1.2741, l1: 0.1922, vgg: 0.0241, mask: 1.0578
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step:   165621, time: 3.789, loss: 1.2606, l1: 0.1823, vgg: 0.0226, mask: 1.0557
step:   165641, time: 3.787, loss: 1.2534, l1: 0.1796, vgg: 0.0231, mask: 1.0507
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step:   166001, time: 7.805, loss: 1.2364, l1: 0.1707, vgg: 0.0204, mask: 1.0454
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step:   167201, time: 8.214, loss: 1.2150, l1: 0.1756, vgg: 0.0204, mask: 1.0190
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step:   183721, time: 3.740, loss: 1.2341, l1: 0.1705, vgg: 0.0200, mask: 1.0436
step:   183741, time: 3.804, loss: 1.2573, l1: 0.1866, vgg: 0.0234, mask: 1.0474
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step:   183781, time: 3.737, loss: 1.2556, l1: 0.1793, vgg: 0.0222, mask: 1.0541
step:   183801, time: 3.724, loss: 1.2690, l1: 0.1882, vgg: 0.0224, mask: 1.0584
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step:   183901, time: 3.667, loss: 1.2742, l1: 0.1853, vgg: 0.0221, mask: 1.0668
step:   183921, time: 3.776, loss: 1.2440, l1: 0.1738, vgg: 0.0213, mask: 1.0489
step:   183941, time: 3.733, loss: 1.2252, l1: 0.1692, vgg: 0.0230, mask: 1.0331
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step:   183981, time: 3.501, loss: 1.2289, l1: 0.1654, vgg: 0.0196, mask: 1.0438
step:   184001, time: 7.091, loss: 1.2356, l1: 0.1742, vgg: 0.0215, mask: 1.0400
step:   184021, time: 3.757, loss: 1.2762, l1: 0.1859, vgg: 0.0221, mask: 1.0682
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step:   184081, time: 3.737, loss: 1.2294, l1: 0.1705, vgg: 0.0212, mask: 1.0377
step:   184101, time: 3.741, loss: 1.2493, l1: 0.1877, vgg: 0.0224, mask: 1.0392
step:   184121, time: 3.758, loss: 1.2463, l1: 0.1810, vgg: 0.0217, mask: 1.0436
step:   184141, time: 3.784, loss: 1.2235, l1: 0.1665, vgg: 0.0206, mask: 1.0364
step:   184161, time: 3.778, loss: 1.2402, l1: 0.1800, vgg: 0.0233, mask: 1.0369
step:   184181, time: 3.710, loss: 1.2737, l1: 0.1778, vgg: 0.0223, mask: 1.0737
step:   184201, time: 3.785, loss: 1.2423, l1: 0.1780, vgg: 0.0213, mask: 1.0430
step:   184221, time: 3.755, loss: 1.2804, l1: 0.1850, vgg: 0.0241, mask: 1.0713
step:   184241, time: 3.662, loss: 1.2531, l1: 0.1794, vgg: 0.0225, mask: 1.0513
step:   184261, time: 3.735, loss: 1.2626, l1: 0.1852, vgg: 0.0224, mask: 1.0550
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step:   184301, time: 3.748, loss: 1.2388, l1: 0.1729, vgg: 0.0203, mask: 1.0456
step:   184321, time: 3.721, loss: 1.2840, l1: 0.1897, vgg: 0.0246, mask: 1.0696
step:   184341, time: 3.789, loss: 1.2138, l1: 0.1643, vgg: 0.0210, mask: 1.0284
step:   184361, time: 3.663, loss: 1.2483, l1: 0.1782, vgg: 0.0216, mask: 1.0485
step:   184381, time: 3.498, loss: 1.2449, l1: 0.1738, vgg: 0.0214, mask: 1.0497
step:   184401, time: 7.202, loss: 1.2658, l1: 0.1776, vgg: 0.0224, mask: 1.0658
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step:   187201, time: 7.021, loss: 1.2448, l1: 0.1807, vgg: 0.0225, mask: 1.0416
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step:   187341, time: 3.811, loss: 1.2235, l1: 0.1731, vgg: 0.0204, mask: 1.0299
step:   187361, time: 3.711, loss: 1.2585, l1: 0.1822, vgg: 0.0214, mask: 1.0550
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step:   187481, time: 3.744, loss: 1.2480, l1: 0.1666, vgg: 0.0208, mask: 1.0606
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step:   187541, time: 3.772, loss: 1.2477, l1: 0.1677, vgg: 0.0211, mask: 1.0589
step:   187561, time: 3.765, loss: 1.2256, l1: 0.1732, vgg: 0.0205, mask: 1.0320
step:   187581, time: 3.615, loss: 1.2498, l1: 0.1743, vgg: 0.0223, mask: 1.0532
step:   187601, time: 7.769, loss: 1.2358, l1: 0.1730, vgg: 0.0207, mask: 1.0421
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step:   187681, time: 3.764, loss: 1.2554, l1: 0.1823, vgg: 0.0230, mask: 1.0501
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step:   198481, time: 3.700, loss: 1.2514, l1: 0.1739, vgg: 0.0216, mask: 1.0558
step:   198501, time: 3.736, loss: 1.2639, l1: 0.1787, vgg: 0.0218, mask: 1.0634
step:   198521, time: 3.733, loss: 1.2657, l1: 0.1829, vgg: 0.0218, mask: 1.0610
step:   198541, time: 3.771, loss: 1.2433, l1: 0.1741, vgg: 0.0212, mask: 1.0480
step:   198561, time: 3.744, loss: 1.2489, l1: 0.1762, vgg: 0.0216, mask: 1.0511
step:   198581, time: 3.752, loss: 1.2764, l1: 0.1809, vgg: 0.0222, mask: 1.0732
step:   198601, time: 3.778, loss: 1.2430, l1: 0.1721, vgg: 0.0203, mask: 1.0506
step:   198621, time: 3.785, loss: 1.2287, l1: 0.1728, vgg: 0.0212, mask: 1.0347
step:   198641, time: 3.713, loss: 1.2771, l1: 0.1856, vgg: 0.0227, mask: 1.0688
step:   198661, time: 3.707, loss: 1.2438, l1: 0.1775, vgg: 0.0228, mask: 1.0435
step:   198681, time: 3.754, loss: 1.2228, l1: 0.1713, vgg: 0.0203, mask: 1.0313
step:   198701, time: 3.791, loss: 1.2510, l1: 0.1794, vgg: 0.0216, mask: 1.0500
step:   198721, time: 3.761, loss: 1.2534, l1: 0.1738, vgg: 0.0204, mask: 1.0593
step:   198741, time: 3.757, loss: 1.2463, l1: 0.1712, vgg: 0.0215, mask: 1.0535
step:   198761, time: 3.772, loss: 1.2435, l1: 0.1815, vgg: 0.0231, mask: 1.0389
step:   198781, time: 3.492, loss: 1.2524, l1: 0.1819, vgg: 0.0228, mask: 1.0478
step:   198801, time: 8.192, loss: 1.2460, l1: 0.1770, vgg: 0.0224, mask: 1.0466
step:   198821, time: 3.765, loss: 1.2613, l1: 0.1795, vgg: 0.0213, mask: 1.0604
step:   198841, time: 3.733, loss: 1.2644, l1: 0.1756, vgg: 0.0213, mask: 1.0675
step:   198861, time: 3.752, loss: 1.2593, l1: 0.1767, vgg: 0.0210, mask: 1.0615
step:   198881, time: 3.688, loss: 1.2591, l1: 0.1805, vgg: 0.0233, mask: 1.0553
step:   198901, time: 3.769, loss: 1.2321, l1: 0.1683, vgg: 0.0212, mask: 1.0426
step:   198921, time: 3.730, loss: 1.2606, l1: 0.1789, vgg: 0.0214, mask: 1.0604
step:   198941, time: 3.791, loss: 1.2429, l1: 0.1681, vgg: 0.0203, mask: 1.0545
step:   198961, time: 3.767, loss: 1.2653, l1: 0.1726, vgg: 0.0213, mask: 1.0713
step:   198981, time: 3.733, loss: 1.2388, l1: 0.1794, vgg: 0.0217, mask: 1.0377
step:   199001, time: 3.782, loss: 1.2366, l1: 0.1835, vgg: 0.0230, mask: 1.0300
step:   199021, time: 3.758, loss: 1.2605, l1: 0.1799, vgg: 0.0221, mask: 1.0585
step:   199041, time: 3.684, loss: 1.2476, l1: 0.1746, vgg: 0.0222, mask: 1.0508
step:   199061, time: 3.763, loss: 1.2720, l1: 0.1832, vgg: 0.0210, mask: 1.0678
step:   199081, time: 3.819, loss: 1.1979, l1: 0.1679, vgg: 0.0205, mask: 1.0094
step:   199101, time: 3.737, loss: 1.2442, l1: 0.1799, vgg: 0.0207, mask: 1.0437
step:   199121, time: 3.768, loss: 1.2332, l1: 0.1741, vgg: 0.0217, mask: 1.0374
step:   199141, time: 3.770, loss: 1.2515, l1: 0.1808, vgg: 0.0221, mask: 1.0485
step:   199161, time: 3.723, loss: 1.2400, l1: 0.1775, vgg: 0.0212, mask: 1.0413
step:   199181, time: 3.459, loss: 1.2609, l1: 0.1820, vgg: 0.0223, mask: 1.0565
step:   199201, time: 7.240, loss: 1.2528, l1: 0.1820, vgg: 0.0223, mask: 1.0485
step:   199221, time: 3.770, loss: 1.2432, l1: 0.1803, vgg: 0.0225, mask: 1.0404
step:   199241, time: 3.753, loss: 1.2673, l1: 0.1857, vgg: 0.0234, mask: 1.0582
step:   199261, time: 3.816, loss: 1.2650, l1: 0.1800, vgg: 0.0228, mask: 1.0622
step:   199281, time: 3.745, loss: 1.2491, l1: 0.1771, vgg: 0.0201, mask: 1.0518
step:   199301, time: 3.773, loss: 1.2389, l1: 0.1767, vgg: 0.0220, mask: 1.0401
step:   199321, time: 3.678, loss: 1.2402, l1: 0.1732, vgg: 0.0209, mask: 1.0461
step:   199341, time: 3.709, loss: 1.2515, l1: 0.1763, vgg: 0.0210, mask: 1.0542
step:   199361, time: 3.678, loss: 1.2615, l1: 0.1910, vgg: 0.0233, mask: 1.0473
step:   199381, time: 3.726, loss: 1.2738, l1: 0.1799, vgg: 0.0227, mask: 1.0713
step:   199401, time: 3.729, loss: 1.2531, l1: 0.1818, vgg: 0.0209, mask: 1.0504
step:   199421, time: 3.764, loss: 1.2443, l1: 0.1783, vgg: 0.0229, mask: 1.0432
step:   199441, time: 3.745, loss: 1.2625, l1: 0.1841, vgg: 0.0221, mask: 1.0563
step:   199461, time: 3.738, loss: 1.2325, l1: 0.1719, vgg: 0.0208, mask: 1.0398
step:   199481, time: 3.767, loss: 1.2505, l1: 0.1725, vgg: 0.0215, mask: 1.0565
step:   199501, time: 3.685, loss: 1.2407, l1: 0.1778, vgg: 0.0213, mask: 1.0416
step:   199521, time: 3.710, loss: 1.2591, l1: 0.1789, vgg: 0.0212, mask: 1.0590
step:   199541, time: 3.677, loss: 1.2731, l1: 0.1741, vgg: 0.0213, mask: 1.0777
step:   199561, time: 3.701, loss: 1.2425, l1: 0.1778, vgg: 0.0216, mask: 1.0431
step:   199581, time: 3.462, loss: 1.2518, l1: 0.1822, vgg: 0.0226, mask: 1.0469
step:   199601, time: 6.325, loss: 1.2668, l1: 0.1822, vgg: 0.0222, mask: 1.0624
step:   199621, time: 3.790, loss: 1.2483, l1: 0.1723, vgg: 0.0212, mask: 1.0548
step:   199641, time: 3.779, loss: 1.2401, l1: 0.1765, vgg: 0.0216, mask: 1.0420
step:   199661, time: 3.726, loss: 1.2482, l1: 0.1833, vgg: 0.0224, mask: 1.0425
step:   199681, time: 3.787, loss: 1.2306, l1: 0.1723, vgg: 0.0204, mask: 1.0379
step:   199701, time: 3.737, loss: 1.2654, l1: 0.1813, vgg: 0.0219, mask: 1.0622
step:   199721, time: 3.741, loss: 1.2633, l1: 0.1789, vgg: 0.0211, mask: 1.0632
step:   199741, time: 3.745, loss: 1.2552, l1: 0.1782, vgg: 0.0221, mask: 1.0549
step:   199761, time: 3.758, loss: 1.2712, l1: 0.1816, vgg: 0.0228, mask: 1.0669
step:   199781, time: 3.763, loss: 1.2539, l1: 0.1732, vgg: 0.0207, mask: 1.0600
step:   199801, time: 3.773, loss: 1.2658, l1: 0.1772, vgg: 0.0225, mask: 1.0660
step:   199821, time: 3.741, loss: 1.2523, l1: 0.1699, vgg: 0.0214, mask: 1.0611
step:   199841, time: 3.711, loss: 1.2337, l1: 0.1673, vgg: 0.0207, mask: 1.0458
step:   199861, time: 3.780, loss: 1.2453, l1: 0.1791, vgg: 0.0218, mask: 1.0444
step:   199881, time: 3.729, loss: 1.2705, l1: 0.1843, vgg: 0.0238, mask: 1.0624
step:   199901, time: 3.759, loss: 1.2472, l1: 0.1784, vgg: 0.0216, mask: 1.0472
step:   199921, time: 3.714, loss: 1.2525, l1: 0.1729, vgg: 0.0207, mask: 1.0589
step:   199941, time: 3.803, loss: 1.2478, l1: 0.1827, vgg: 0.0221, mask: 1.0429
step:   199961, time: 3.736, loss: 1.2322, l1: 0.1796, vgg: 0.0215, mask: 1.0311
step:   199981, time: 3.557, loss: 1.2657, l1: 0.1903, vgg: 0.0233, mask: 1.0521
Finished training TOM, named: TOM_perp_loss!