
Learning rate 1.0
Filter blur has
    MAE    = 0.2881
    MAE0   = 0.0727
    loss   = 296.1781%
    filter = filter = {kernel = {{(0.448, 0.1044, 0.5274), (-0.126, 0.3163, 0.0386), (-0.6945, 0.2239, -0.0278)}, {(-0.1709, 0.4042, -0.2717), (0.5821, 0.1756, -0.1527), (-0.111, -0.0801, 0.4622)}, {(-0.0256, -0.8857, 0.2793), (0.3187, -0.0979, -0.0474), (-0.4239, 0.2752, -0.8075)}}, weight = (1.0, 1.0, 1.0), move stride = true, stride width = 3, stride height = 3}

Filter sharpening has
    MAE    = 0.22
    MAE0   = 0.1758
    loss   = 25.111%
    filter = filter = {kernel = {{(0.58, 1.194, -0.412), (-3.4138, -3.0087, -2.2237), (0.4839, -1.2639, 0.1392)}, {(-3.3445, -4.3005, -1.5911), (15.4071, 18.2062, 8.8406), (-3.5428, -4.1143, -2.3749)}, {(-0.6031, 0.0358, -0.2365), (-3.1592, -3.9512, -1.9536), (-1.0542, -0.7276, -0.3256)}}, weight = (1.0, 1.0, 1.0), move stride = true, stride width = 3, stride height = 3}

Filter edge-detection has
    MAE    = 0.5563
    MAE0   = 0.5482
    loss   = 1.4685%
    filter = filter = {kernel = {{(-2.9519, -2.1337, -5.7723), (-3.2814, -3.0591, -6.677), (-2.8454, -2.5295, -5.6056)}, {(-2.7328, -3.7481, -5.1038), (23.9497, 27.4527, 37.7046), (-2.8581, -3.2731, -5.5721)}, {(-3.4821, -3.3289, -4.842), (-3.9068, -3.2999, -6.1414), (-3.5337, -3.0644, -4.5798)}}, weight = (1.0, 1.0, 1.0), move stride = true, stride width = 3, stride height = 3}


Learning rate 0.9
Filter blur has
    MAE    = 0.1988
    MAE0   = 0.0727
    loss   = 173.3775%
    filter = filter = {kernel = {{(-0.1091, 0.523, -0.2508), (-0.3545, -0.3001, 0.276), (0.5101, 0.1157, 0.6647)}, {(1.2448, 0.2719, -0.3548), (0.1051, 0.0577, 0.2527), (0.5303, 0.225, -0.1331)}, {(0.5119, 0.2943, 0.558), (0.3966, 0.0656, 0.2943), (0.2434, 0.1562, 0.1013)}}, weight = (1.0, 1.0, 1.0), move stride = true, stride width = 3, stride height = 3}

Filter sharpening has
    MAE    = 0.2232
    MAE0   = 0.1758
    loss   = 26.945%
    filter = filter = {kernel = {{(0.5189, 0.7696, -0.0961), (-3.1223, -3.7763, -1.5486), (-0.0561, -0.3985, -0.2165)}, {(-3.4557, -2.9501, -1.0082), (13.4911, 15.5532, 7.8031), (-2.808, -4.3791, -1.4605)}, {(0.3035, 0.1582, 0.1339), (-3.1029, -2.7626, -1.245), (-0.282, 0.7699, -0.3318)}}, weight = (1.0, 1.0, 1.0), move stride = true, stride width = 3, stride height = 3}

Filter edge-detection has
    MAE    = 0.5538
    MAE0   = 0.5482
    loss   = 1.0093%
    filter = filter = {kernel = {{(-2.9976, -2.7992, -4.8567), (-3.6497, -3.236, -5.7483), (-2.4164, -2.8844, -4.8785)}, {(-2.6011, -3.4417, -4.5762), (22.1964, 24.4267, 33.0547), (-2.292, -3.4824, -4.888)}, {(-2.974, -2.9609, -4.3127), (-2.6711, -2.4793, -5.1539), (-3.2228, -2.6858, -4.0629)}}, weight = (1.0, 1.0, 1.0), move stride = true, stride width = 3, stride height = 3}


Learning rate 0.8
Filter blur has
    MAE    = 0.3629
    MAE0   = 0.0727
    loss   = 398.9925%
    filter = filter = {kernel = {{(0.5244, -0.0332, 0.1483), (0.2232, 0.4225, 0.017), (0.0809, 0.0873, 0.2194)}, {(1.0038, 0.3983, 0.0565), (0.4537, -0.004, 0.0716), (0.2749, 0.1391, 0.105)}, {(0.1189, 0.6494, 0.2331), (0.5372, 0.1732, 0.0601), (0.8337, 0.2877, 0.1865)}}, weight = (1.0, 1.0, 1.0), move stride = true, stride width = 3, stride height = 3}

Filter sharpening has
    MAE    = 0.2579
    MAE0   = 0.1758
    loss   = 46.6521%
    filter = filter = {kernel = {{(0.2361, 0.3405, -0.1414), (-2.3145, -2.1863, -1.2658), (0.6242, 0.159, -0.0496)}, {(-2.1457, -1.8704, -1.2116), (10.9658, 13.7803, 6.0695), (-2.5227, -3.6929, -1.2907)}, {(0.0858, 0.9497, 0.0208), (-2.2549, -1.4654, -1.1382), (-0.312, 0.7283, -0.0338)}}, weight = (1.0, 1.0, 1.0), move stride = true, stride width = 3, stride height = 3}

Filter edge-detection has
    MAE    = 0.5541
    MAE0   = 0.5482
    loss   = 1.0713%
    filter = filter = {kernel = {{(-2.7916, -2.2797, -4.4303), (-2.9783, -2.0673, -5.1008), (-2.3288, -2.6249, -4.3497)}, {(-2.3057, -2.0601, -4.2824), (19.1202, 20.9828, 30.0499), (-2.274, -2.7502, -4.4213)}, {(-1.9764, -3.1417, -3.7515), (-2.1947, -2.2856, -4.8448), (-2.7497, -1.6047, -3.5387)}}, weight = (1.0, 1.0, 1.0), move stride = true, stride width = 3, stride height = 3}


Learning rate 0.7
Filter blur has
    MAE    = 0.1246
    MAE0   = 0.0727
    loss   = 71.2817%
    filter = filter = {kernel = {{(0.3871, 0.0791, 0.1111), (-0.1517, 0.2933, 0.1111), (0.2496, 0.3059, 0.1111)}, {(0.4085, -0.1307, 0.1112), (0.0685, 0.6199, 0.1111), (0.1438, -0.2708, 0.1112)}, {(0.1452, -0.1905, 0.1111), (0.3688, 0.32, 0.1111), (-0.0978, -0.1964, 0.1111)}}, weight = (1.0, 1.0, 1.0), move stride = true, stride width = 3, stride height = 3}

Filter sharpening has
    MAE    = 0.2201
    MAE0   = 0.1758
    loss   = 25.1523%
    filter = filter = {kernel = {{(0.3553, 0.0812, -0.0864), (-2.0594, -3.3217, -1.1704), (0.4227, 0.602, -0.0297)}, {(-1.8157, -2.4402, -1.1063), (9.0976, 11.2794, 5.6363), (-2.1389, -2.7651, -1.1324)}, {(0.2068, 0.2315, 0.0137), (-2.1389, -2.0497, -1.1184), (-0.0597, -0.0685, -0.0076)}}, weight = (1.0, 1.0, 1.0), move stride = true, stride width = 3, stride height = 3}

Filter edge-detection has
    MAE    = 0.5558
    MAE0   = 0.5482
    loss   = 1.3837%
    filter = filter = {kernel = {{(-2.0976, -1.9485, -3.9237), (-2.1066, -2.477, -4.5652), (-1.9261, -1.6899, -3.6484)}, {(-1.93, -2.2858, -3.6258), (16.1355, 17.4284, 26.174), (-1.7775, -2.2785, -3.7808)}, {(-2.2885, -2.898, -3.2781), (-2.1336, -2.386, -4.0702), (-2.279, -1.6929, -3.1892)}}, weight = (1.0, 1.0, 1.0), move stride = true, stride width = 3, stride height = 3}


Learning rate 0.6
Filter blur has
    MAE    = 0.095
    MAE0   = 0.0727
    loss   = 30.5891%
    filter = filter = {kernel = {{(0.2959, -0.072, 0.1111), (0.2812, 0.2418, 0.1111), (0.1147, -0.13, 0.1111)}, {(0.035, 0.3453, 0.1111), (0.2574, 0.0231, 0.1111), (0.0022, 0.0401, 0.1111)}, {(0.0821, 0.226, 0.1111), (0.0847, 0.169, 0.1111), (0.1315, 0.1738, 0.1111)}}, weight = (1.0, 1.0, 1.0), move stride = true, stride width = 3, stride height = 3}

Filter sharpening has
    MAE    = 0.2329
    MAE0   = 0.1758
    loss   = 32.4306%
    filter = filter = {kernel = {{(0.5059, 0.1982, -0.0293), (-1.7565, -1.7001, -1.0672), (0.3825, 0.1792, -0.0154)}, {(-1.5982, -1.7215, -1.0442), (7.4758, 9.3149, 5.2739), (-1.4639, -2.9093, -1.052)}, {(0.2665, 0.139, 0.0035), (-1.5259, -2.4121, -1.0666), (0.0947, 0.4376, -0.0026)}}, weight = (1.0, 1.0, 1.0), move stride = true, stride width = 3, stride height = 3}

Filter edge-detection has
    MAE    = 0.5555
    MAE0   = 0.5482
    loss   = 1.3313%
    filter = filter = {kernel = {{(-1.4852, -1.7684, -3.1918), (-1.9566, -1.1646, -3.8033), (-1.5723, -1.5944, -3.093)}, {(-1.7111, -1.611, -3.1244), (12.9079, 14.6814, 22.0759), (-1.3554, -1.4521, -3.0583)}, {(-1.636, -1.6589, -2.7014), (-1.6658, -1.4722, -3.3536), (-1.6949, -1.5317, -2.6679)}}, weight = (1.0, 1.0, 1.0), move stride = true, stride width = 3, stride height = 3}


Learning rate 0.5
Filter blur has
    MAE    = 0.13
    MAE0   = 0.0727
    loss   = 78.7666%
    filter = filter = {kernel = {{(0.1877, 0.2455, 0.1111), (0.111, -0.0221, 0.1111), (0.0057, 0.2641, 0.1111)}, {(0.0749, 0.0971, 0.1111), (0.0235, 0.0355, 0.1111), (0.0533, 0.0781, 0.1111)}, {(0.0729, 0.3402, 0.1111), (0.1674, -0.0846, 0.1111), (0.0217, 0.0942, 0.1111)}}, weight = (1.0, 1.0, 1.0), move stride = true, stride width = 3, stride height = 3}

Filter sharpening has
    MAE    = 0.202
    MAE0   = 0.1758
    loss   = 14.8955%
    filter = filter = {kernel = {{(0.009, 0.1291, -2.0E-4), (-1.2339, -1.5937, -1.0002), (0.1107, -0.1476, -2.0E-4)}, {(-1.2767, -1.5835, -1.0002), (5.934, 7.6797, 5.0017), (-1.2737, -1.8634, -1.0002)}, {(-0.0988, 0.3825, -1.0E-4), (-1.342, -1.1325, -1.0005), (-0.1314, -0.3645, -1.0E-4)}}, weight = (1.0, 1.0, 1.0), move stride = true, stride width = 3, stride height = 3}

Filter edge-detection has
    MAE    = 0.557
    MAE0   = 0.5482
    loss   = 1.6023%
    filter = filter = {kernel = {{(-1.244, -1.5174, -2.6233), (-1.369, -1.1234, -3.0707), (-1.1846, -1.4147, -2.5526)}, {(-1.3708, -1.7185, -2.5431), (10.2423, 11.661, 18.4178), (-1.2463, -1.4575, -2.5425)}, {(-1.2941, -1.5906, -2.345), (-1.2345, -1.5019, -2.7889), (-1.3336, -1.355, -2.2413)}}, weight = (1.0, 1.0, 1.0), move stride = true, stride width = 3, stride height = 3}


Learning rate 0.4
Filter blur has
    MAE    = 0.1024
    MAE0   = 0.0727
    loss   = 40.7506%
    filter = filter = {kernel = {{(0.115, 0.1992, 0.1111), (0.0817, 0.0544, 0.1111), (0.0831, 0.1334, 0.1111)}, {(0.0917, 0.1606, 0.1111), (0.1023, 0.1906, 0.1111), (0.1101, 0.1559, 0.1111)}, {(0.0751, 0.0331, 0.1111), (0.1155, -0.0067, 0.1111), (0.0775, 0.0511, 0.1111)}}, weight = (1.0, 1.0, 1.0), move stride = true, stride width = 3, stride height = 3}

Filter sharpening has
    MAE    = 0.1976
    MAE0   = 0.1758
    loss   = 12.3684%
    filter = filter = {kernel = {{(-0.0141, -0.0954, 0.0), (-1.0919, -0.9586, -1.0), (0.0432, -0.0072, 0.0)}, {(-1.0738, -1.2367, -1.0), (5.2026, 5.7438, 5.0), (-1.0787, -1.4692, -1.0)}, {(-0.0153, 0.1417, 0.0), (-1.089, -0.9205, -1.0), (-0.0239, 0.0198, 0.0)}}, weight = (1.0, 1.0, 1.0), move stride = true, stride width = 3, stride height = 3}

Filter edge-detection has
    MAE    = 0.5588
    MAE0   = 0.5482
    loss   = 1.9245%
    filter = filter = {kernel = {{(-1.0838, -1.3666, -2.0736), (-1.1025, -1.113, -2.3763), (-1.0575, -1.2241, -2.063)}, {(-1.1302, -1.2258, -2.0809), (8.686, 9.4264, 14.9909), (-1.0805, -0.9748, -2.0204)}, {(-1.0765, -1.2727, -1.9072), (-1.0846, -1.1689, -2.2049), (-1.092, -1.2283, -1.8578)}}, weight = (1.0, 1.0, 1.0), move stride = true, stride width = 3, stride height = 3}


Learning rate 0.3
Filter blur has
    MAE    = 0.0707
    MAE0   = 0.0727
    loss   = 2.8118%
    filter = filter = {kernel = {{(0.1111, 0.1111, 0.1111), (0.1111, 0.1111, 0.1111), (0.1111, 0.1111, 0.1111)}, {(0.1111, 0.1111, 0.1111), (0.1111, 0.1111, 0.1111), (0.1111, 0.1111, 0.1111)}, {(0.1111, 0.1111, 0.1111), (0.1111, 0.1111, 0.1111), (0.1111, 0.1111, 0.1111)}}, weight = (1.0, 1.0, 1.0), move stride = true, stride width = 3, stride height = 3}

Filter sharpening has
    MAE    = 0.1782
    MAE0   = 0.1758
    loss   = 1.3286%
    filter = filter = {kernel = {{(0.0, 0.0, 0.0), (-1.0, -1.0, -0.9999), (0.0, 0.0, 0.0)}, {(-1.0, -1.0, -1.0), (5.0, 5.0001, 4.9997), (-1.0, -1.0, -1.0)}, {(0.0, 0.0, 0.0), (-1.0, -1.0, -0.9999), (0.0, 0.0, 0.0)}}, weight = (1.0, 1.0, 1.0), move stride = true, stride width = 3, stride height = 3}

Filter edge-detection has
    MAE    = 0.5592
    MAE0   = 0.5482
    loss   = 1.9991%
    filter = filter = {kernel = {{(-1.0101, -1.0087, -1.4494), (-1.0026, -1.0352, -1.5266), (-1.0122, -1.0162, -1.4263)}, {(-1.0065, -1.0069, -1.4379), (8.0567, 8.1759, 10.8623), (-1.0026, -1.0049, -1.4331)}, {(-1.0118, -1.0206, -1.3726), (-1.002, -0.983, -1.4715), (-1.0103, -1.0044, -1.3631)}}, weight = (1.0, 1.0, 1.0), move stride = true, stride width = 3, stride height = 3}


Learning rate 0.2
Filter blur has
    MAE    = 0.0707
    MAE0   = 0.0727
    loss   = 2.8118%
    filter = filter = {kernel = {{(0.1111, 0.1111, 0.1111), (0.1111, 0.1111, 0.1111), (0.1111, 0.1111, 0.1111)}, {(0.1111, 0.1111, 0.1111), (0.1111, 0.1111, 0.1111), (0.1111, 0.1111, 0.1111)}, {(0.1111, 0.1111, 0.1111), (0.1111, 0.1111, 0.1111), (0.1111, 0.1111, 0.1111)}}, weight = (1.0, 1.0, 1.0), move stride = true, stride width = 3, stride height = 3}

Filter sharpening has
    MAE    = 0.1927
    MAE0   = 0.1758
    loss   = 9.5685%
    filter = filter = {kernel = {{(-1.0E-4, 0.0, 4.0E-4), (-0.9998, -0.9998, -0.9989), (-1.0E-4, 0.0, 3.0E-4)}, {(-0.9997, -0.9998, -0.999), (4.9994, 4.9993, 4.9943), (-0.9997, -0.9998, -0.9991)}, {(-1.0E-4, 0.0, 3.0E-4), (-0.9997, -0.9998, -0.9984), (-1.0E-4, 0.0, 1.0E-4)}}, weight = (1.0, 1.0, 1.0), move stride = true, stride width = 3, stride height = 3}

Filter edge-detection has
    MAE    = 0.5595
    MAE0   = 0.5482
    loss   = 2.056%
    filter = filter = {kernel = {{(-0.9916, -0.999, -0.9995), (-0.9602, -0.9519, -0.9986), (-0.9942, -0.9971, -0.9998)}, {(-0.9651, -0.9588, -0.999), (7.8237, 7.8389, 7.9934), (-0.9732, -0.9603, -0.9988)}, {(-0.9898, -0.9919, -0.9997), (-0.955, -0.9602, -0.9985), (-0.9947, -0.9963, -0.9996)}}, weight = (1.0, 1.0, 1.0), move stride = true, stride width = 3, stride height = 3}


Learning rate 0.1
Filter blur has
    MAE    = 0.0707
    MAE0   = 0.0727
    loss   = 2.8118%
    filter = filter = {kernel = {{(0.1111, 0.1111, 0.1111), (0.1111, 0.1111, 0.1111), (0.1111, 0.1111, 0.1111)}, {(0.1111, 0.1111, 0.1111), (0.1111, 0.1111, 0.1111), (0.1111, 0.1111, 0.1111)}, {(0.1111, 0.1111, 0.1111), (0.1111, 0.1111, 0.1111), (0.1111, 0.1111, 0.1111)}}, weight = (1.0, 1.0, 1.0), move stride = true, stride width = 3, stride height = 3}

Filter sharpening has
    MAE    = 0.1757
    MAE0   = 0.1758
    loss   = 0.0734%
    filter = filter = {kernel = {{(-0.0054, -9.0E-4, 0.0016), (-0.9874, -0.9889, -0.9796), (-0.0047, -0.0016, 0.0018)}, {(-0.9864, -0.9914, -0.9818), (4.968, 4.9637, 4.9128), (-0.9868, -0.9919, -0.9837)}, {(-0.0057, 0.0, 0.0018), (-0.9859, -0.989, -0.9733), (-0.0057, -2.0E-4, 3.0E-4)}}, weight = (1.0, 1.0, 1.0), move stride = true, stride width = 3, stride height = 3}

Filter edge-detection has
    MAE    = 0.5595
    MAE0   = 0.5482
    loss   = 2.0584%
    filter = filter = {kernel = {{(-0.9656, -0.9925, -0.9799), (-0.7897, -0.778, -0.9185), (-0.9813, -1.0001, -0.9868)}, {(-0.837, -0.8142, -0.9453), (7.1521, 7.2053, 7.6506), (-0.8694, -0.8086, -0.9438)}, {(-0.9644, -0.9912, -0.9786), (-0.7754, -0.7888, -0.9168), (-0.9693, -0.991, -0.9809)}}, weight = (1.0, 1.0, 1.0), move stride = true, stride width = 3, stride height = 3}

