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Epoch [1/100], Train Loss: 14.4296, Val Loss: 7.6884, Train Amp MAPE: 7.72%, Val Amp MAPE: 1.52%, Train Freq MAPE: 3.08%, Val Freq MAPE: 1.92%
Epoch [2/100], Train Loss: 6.4661, Val Loss: 5.7389, Train Amp MAPE: 9.37%, Val Amp MAPE: 1.23%, Train Freq MAPE: 5.32%, Val Freq MAPE: 1.91%
Epoch [3/100], Train Loss: 5.1395, Val Loss: 4.6663, Train Amp MAPE: 5.70%, Val Amp MAPE: 0.79%, Train Freq MAPE: 4.48%, Val Freq MAPE: 1.72%
Epoch [4/100], Train Loss: 4.6853, Val Loss: 4.5117, Train Amp MAPE: 4.04%, Val Amp MAPE: 0.60%, Train Freq MAPE: 4.25%, Val Freq MAPE: 1.81%
Epoch [5/100], Train Loss: 4.5205, Val Loss: 4.3899, Train Amp MAPE: 3.01%, Val Amp MAPE: 0.42%, Train Freq MAPE: 4.64%, Val Freq MAPE: 1.95%
Epoch [6/100], Train Loss: 4.2352, Val Loss: 3.7415, Train Amp MAPE: 1.98%, Val Amp MAPE: 0.26%, Train Freq MAPE: 5.07%, Val Freq MAPE: 1.99%
Epoch [7/100], Train Loss: 2.0766, Val Loss: 1.3077, Train Amp MAPE: 1.38%, Val Amp MAPE: 0.37%, Train Freq MAPE: 4.63%, Val Freq MAPE: 0.65%
Epoch [8/100], Train Loss: 0.8429, Val Loss: 0.7525, Train Amp MAPE: 1.80%, Val Amp MAPE: 0.14%, Train Freq MAPE: 4.24%, Val Freq MAPE: 0.56%
Epoch [9/100], Train Loss: 0.6818, Val Loss: 0.5511, Train Amp MAPE: 0.78%, Val Amp MAPE: 0.18%, Train Freq MAPE: 3.99%, Val Freq MAPE: 0.44%
Epoch [10/100], Train Loss: 0.5799, Val Loss: 0.5665, Train Amp MAPE: 0.84%, Val Amp MAPE: 0.19%, Train Freq MAPE: 4.48%, Val Freq MAPE: 0.37%
Epoch [11/100], Train Loss: 0.5558, Val Loss: 0.7675, Train Amp MAPE: 0.85%, Val Amp MAPE: 0.10%, Train Freq MAPE: 3.62%, Val Freq MAPE: 0.60%
Epoch [12/100], Train Loss: 0.5564, Val Loss: 0.4586, Train Amp MAPE: 0.98%, Val Amp MAPE: 0.18%, Train Freq MAPE: 3.69%, Val Freq MAPE: 0.30%
Epoch [13/100], Train Loss: 0.4184, Val Loss: 0.3494, Train Amp MAPE: 0.90%, Val Amp MAPE: 0.12%, Train Freq MAPE: 4.06%, Val Freq MAPE: 0.32%
Epoch [14/100], Train Loss: 0.4052, Val Loss: 0.2649, Train Amp MAPE: 0.49%, Val Amp MAPE: 0.12%, Train Freq MAPE: 3.22%, Val Freq MAPE: 0.22%
Epoch [15/100], Train Loss: 0.3715, Val Loss: 0.4085, Train Amp MAPE: 0.76%, Val Amp MAPE: 0.11%, Train Freq MAPE: 4.12%, Val Freq MAPE: 0.32%
Epoch [16/100], Train Loss: 0.3990, Val Loss: 0.2458, Train Amp MAPE: 0.58%, Val Amp MAPE: 0.11%, Train Freq MAPE: 3.18%, Val Freq MAPE: 0.18%
Epoch [17/100], Train Loss: 0.3866, Val Loss: 0.3660, Train Amp MAPE: 0.69%, Val Amp MAPE: 0.15%, Train Freq MAPE: 3.12%, Val Freq MAPE: 0.18%
Epoch [18/100], Train Loss: 0.4141, Val Loss: 0.2296, Train Amp MAPE: 0.78%, Val Amp MAPE: 0.09%, Train Freq MAPE: 4.23%, Val Freq MAPE: 0.18%
Epoch [19/100], Train Loss: 0.3240, Val Loss: 0.2115, Train Amp MAPE: 0.57%, Val Amp MAPE: 0.10%, Train Freq MAPE: 3.02%, Val Freq MAPE: 0.17%
Epoch [20/100], Train Loss: 0.3261, Val Loss: 0.2995, Train Amp MAPE: 0.62%, Val Amp MAPE: 0.13%, Train Freq MAPE: 2.83%, Val Freq MAPE: 0.16%
Epoch [21/100], Train Loss: 0.3004, Val Loss: 0.2392, Train Amp MAPE: 0.44%, Val Amp MAPE: 0.12%, Train Freq MAPE: 4.09%, Val Freq MAPE: 0.12%
Epoch [22/100], Train Loss: 0.3723, Val Loss: 0.4537, Train Amp MAPE: 0.93%, Val Amp MAPE: 0.11%, Train Freq MAPE: 3.37%, Val Freq MAPE: 0.23%
Epoch [23/100], Train Loss: 0.3487, Val Loss: 0.2473, Train Amp MAPE: 0.57%, Val Amp MAPE: 0.12%, Train Freq MAPE: 2.50%, Val Freq MAPE: 0.14%
Epoch [24/100], Train Loss: 0.3137, Val Loss: 0.2257, Train Amp MAPE: 0.67%, Val Amp MAPE: 0.11%, Train Freq MAPE: 3.63%, Val Freq MAPE: 0.13%
Epoch [25/100], Train Loss: 0.2974, Val Loss: 0.2726, Train Amp MAPE: 0.35%, Val Amp MAPE: 0.14%, Train Freq MAPE: 2.92%, Val Freq MAPE: 0.12%
Epoch [26/100], Train Loss: 0.2976, Val Loss: 0.2906, Train Amp MAPE: 0.48%, Val Amp MAPE: 0.13%, Train Freq MAPE: 2.68%, Val Freq MAPE: 0.14%
Epoch [27/100], Train Loss: 0.2714, Val Loss: 0.3180, Train Amp MAPE: 0.47%, Val Amp MAPE: 0.12%, Train Freq MAPE: 2.43%, Val Freq MAPE: 0.13%
Epoch [28/100], Train Loss: 0.2463, Val Loss: 0.1660, Train Amp MAPE: 0.58%, Val Amp MAPE: 0.08%, Train Freq MAPE: 2.72%, Val Freq MAPE: 0.14%
Epoch [29/100], Train Loss: 0.3308, Val Loss: 0.1808, Train Amp MAPE: 0.49%, Val Amp MAPE: 0.08%, Train Freq MAPE: 2.89%, Val Freq MAPE: 0.12%
Epoch [30/100], Train Loss: 0.2683, Val Loss: 0.1708, Train Amp MAPE: 0.38%, Val Amp MAPE: 0.08%, Train Freq MAPE: 3.62%, Val Freq MAPE: 0.13%
Epoch [31/100], Train Loss: 0.2070, Val Loss: 0.1461, Train Amp MAPE: 0.39%, Val Amp MAPE: 0.09%, Train Freq MAPE: 2.25%, Val Freq MAPE: 0.11%
Epoch [32/100], Train Loss: 0.2915, Val Loss: 0.1468, Train Amp MAPE: 0.42%, Val Amp MAPE: 0.09%, Train Freq MAPE: 1.81%, Val Freq MAPE: 0.08%
Epoch [33/100], Train Loss: 0.2746, Val Loss: 0.1573, Train Amp MAPE: 0.48%, Val Amp MAPE: 0.09%, Train Freq MAPE: 2.65%, Val Freq MAPE: 0.10%
Epoch [34/100], Train Loss: 0.3129, Val Loss: 0.1391, Train Amp MAPE: 0.29%, Val Amp MAPE: 0.08%, Train Freq MAPE: 3.05%, Val Freq MAPE: 0.11%
Epoch [35/100], Train Loss: 0.2387, Val Loss: 0.1612, Train Amp MAPE: 0.29%, Val Amp MAPE: 0.08%, Train Freq MAPE: 3.89%, Val Freq MAPE: 0.11%
Epoch [36/100], Train Loss: 0.2992, Val Loss: 0.1311, Train Amp MAPE: 0.43%, Val Amp MAPE: 0.07%, Train Freq MAPE: 3.64%, Val Freq MAPE: 0.09%
Epoch [37/100], Train Loss: 0.2986, Val Loss: 0.1912, Train Amp MAPE: 0.51%, Val Amp MAPE: 0.10%, Train Freq MAPE: 3.59%, Val Freq MAPE: 0.11%
Epoch [38/100], Train Loss: 0.2500, Val Loss: 0.1615, Train Amp MAPE: 0.48%, Val Amp MAPE: 0.09%, Train Freq MAPE: 3.19%, Val Freq MAPE: 0.09%
Epoch [39/100], Train Loss: 0.2008, Val Loss: 0.1217, Train Amp MAPE: 0.31%, Val Amp MAPE: 0.08%, Train Freq MAPE: 2.55%, Val Freq MAPE: 0.08%
Epoch [40/100], Train Loss: 0.2523, Val Loss: 0.1751, Train Amp MAPE: 0.41%, Val Amp MAPE: 0.09%, Train Freq MAPE: 3.97%, Val Freq MAPE: 0.10%
Epoch [41/100], Train Loss: 0.2384, Val Loss: 0.2741, Train Amp MAPE: 0.42%, Val Amp MAPE: 0.11%, Train Freq MAPE: 2.77%, Val Freq MAPE: 0.10%
Epoch [42/100], Train Loss: 0.2211, Val Loss: 0.1238, Train Amp MAPE: 0.31%, Val Amp MAPE: 0.08%, Train Freq MAPE: 1.95%, Val Freq MAPE: 0.07%
Epoch [43/100], Train Loss: 0.2074, Val Loss: 0.1164, Train Amp MAPE: 0.30%, Val Amp MAPE: 0.07%, Train Freq MAPE: 3.57%, Val Freq MAPE: 0.10%
Epoch [44/100], Train Loss: 0.2478, Val Loss: 0.2702, Train Amp MAPE: 0.42%, Val Amp MAPE: 0.07%, Train Freq MAPE: 2.48%, Val Freq MAPE: 0.21%
Epoch [45/100], Train Loss: 0.2564, Val Loss: 0.1364, Train Amp MAPE: 0.38%, Val Amp MAPE: 0.07%, Train Freq MAPE: 2.61%, Val Freq MAPE: 0.09%
Epoch [46/100], Train Loss: 0.2897, Val Loss: 0.2099, Train Amp MAPE: 0.41%, Val Amp MAPE: 0.10%, Train Freq MAPE: 4.43%, Val Freq MAPE: 0.11%
Epoch [47/100], Train Loss: 0.2217, Val Loss: 0.1743, Train Amp MAPE: 0.39%, Val Amp MAPE: 0.10%, Train Freq MAPE: 3.06%, Val Freq MAPE: 0.07%
Epoch [48/100], Train Loss: 0.2018, Val Loss: 0.2071, Train Amp MAPE: 0.37%, Val Amp MAPE: 0.09%, Train Freq MAPE: 2.62%, Val Freq MAPE: 0.07%
Epoch [49/100], Train Loss: 0.1991, Val Loss: 0.3878, Train Amp MAPE: 0.30%, Val Amp MAPE: 0.12%, Train Freq MAPE: 2.24%, Val Freq MAPE: 0.08%
Epoch [50/100], Train Loss: 0.2090, Val Loss: 0.1109, Train Amp MAPE: 0.34%, Val Amp MAPE: 0.08%, Train Freq MAPE: 1.58%, Val Freq MAPE: 0.06%
Epoch [51/100], Train Loss: 0.2083, Val Loss: 0.1133, Train Amp MAPE: 0.28%, Val Amp MAPE: 0.08%, Train Freq MAPE: 3.10%, Val Freq MAPE: 0.06%
Epoch [52/100], Train Loss: 0.2047, Val Loss: 0.1262, Train Amp MAPE: 0.31%, Val Amp MAPE: 0.08%, Train Freq MAPE: 2.52%, Val Freq MAPE: 0.06%
Epoch [53/100], Train Loss: 0.1879, Val Loss: 0.1738, Train Amp MAPE: 0.39%, Val Amp MAPE: 0.08%, Train Freq MAPE: 2.65%, Val Freq MAPE: 0.06%
Epoch [54/100], Train Loss: 0.1827, Val Loss: 0.1091, Train Amp MAPE: 0.27%, Val Amp MAPE: 0.07%, Train Freq MAPE: 2.42%, Val Freq MAPE: 0.06%
Epoch [55/100], Train Loss: 0.2346, Val Loss: 0.2254, Train Amp MAPE: 0.31%, Val Amp MAPE: 0.10%, Train Freq MAPE: 3.13%, Val Freq MAPE: 0.09%
Epoch [56/100], Train Loss: 0.2382, Val Loss: 0.1854, Train Amp MAPE: 0.10%, Val Amp MAPE: 0.08%, Train Freq MAPE: 2.24%, Val Freq MAPE: 0.12%
Epoch [57/100], Train Loss: 0.2053, Val Loss: 0.1967, Train Amp MAPE: 0.33%, Val Amp MAPE: 0.09%, Train Freq MAPE: 2.90%, Val Freq MAPE: 0.11%
Epoch [58/100], Train Loss: 0.2509, Val Loss: 0.1781, Train Amp MAPE: 0.28%, Val Amp MAPE: 0.08%, Train Freq MAPE: 2.83%, Val Freq MAPE: 0.19%
Epoch [59/100], Train Loss: 0.3018, Val Loss: 0.4158, Train Amp MAPE: 0.60%, Val Amp MAPE: 0.11%, Train Freq MAPE: 2.17%, Val Freq MAPE: 0.15%
Epoch [60/100], Train Loss: 0.2499, Val Loss: 0.2108, Train Amp MAPE: 0.21%, Val Amp MAPE: 0.08%, Train Freq MAPE: 3.28%, Val Freq MAPE: 0.08%
Epoch [61/100], Train Loss: 0.2281, Val Loss: 0.1559, Train Amp MAPE: 0.15%, Val Amp MAPE: 0.09%, Train Freq MAPE: 3.14%, Val Freq MAPE: 0.07%
Epoch [62/100], Train Loss: 0.2189, Val Loss: 0.1175, Train Amp MAPE: 0.42%, Val Amp MAPE: 0.07%, Train Freq MAPE: 3.91%, Val Freq MAPE: 0.07%
Epoch [63/100], Train Loss: 0.1920, Val Loss: 0.1221, Train Amp MAPE: 0.39%, Val Amp MAPE: 0.08%, Train Freq MAPE: 1.83%, Val Freq MAPE: 0.07%
Epoch [64/100], Train Loss: 0.1794, Val Loss: 0.1043, Train Amp MAPE: 0.21%, Val Amp MAPE: 0.08%, Train Freq MAPE: 3.08%, Val Freq MAPE: 0.07%
Epoch [65/100], Train Loss: 0.1870, Val Loss: 0.1135, Train Amp MAPE: 0.28%, Val Amp MAPE: 0.08%, Train Freq MAPE: 1.69%, Val Freq MAPE: 0.08%
Epoch [66/100], Train Loss: 0.1776, Val Loss: 0.1626, Train Amp MAPE: 0.40%, Val Amp MAPE: 0.06%, Train Freq MAPE: 2.02%, Val Freq MAPE: 0.15%
Epoch [67/100], Train Loss: 0.2074, Val Loss: 0.1362, Train Amp MAPE: 0.38%, Val Amp MAPE: 0.07%, Train Freq MAPE: 2.85%, Val Freq MAPE: 0.07%
Epoch [68/100], Train Loss: 0.1828, Val Loss: 0.1027, Train Amp MAPE: 0.19%, Val Amp MAPE: 0.06%, Train Freq MAPE: 2.56%, Val Freq MAPE: 0.05%
Epoch [69/100], Train Loss: 0.2250, Val Loss: 0.1567, Train Amp MAPE: 0.51%, Val Amp MAPE: 0.08%, Train Freq MAPE: 4.29%, Val Freq MAPE: 0.08%
Epoch [70/100], Train Loss: 0.1645, Val Loss: 0.2412, Train Amp MAPE: 0.43%, Val Amp MAPE: 0.08%, Train Freq MAPE: 1.78%, Val Freq MAPE: 0.09%
Epoch [71/100], Train Loss: 0.2405, Val Loss: 0.1088, Train Amp MAPE: 0.33%, Val Amp MAPE: 0.07%, Train Freq MAPE: 2.75%, Val Freq MAPE: 0.06%
Epoch [72/100], Train Loss: 0.2031, Val Loss: 0.2295, Train Amp MAPE: 0.37%, Val Amp MAPE: 0.09%, Train Freq MAPE: 2.41%, Val Freq MAPE: 0.07%
Epoch [73/100], Train Loss: 0.2324, Val Loss: 0.2324, Train Amp MAPE: 0.43%, Val Amp MAPE: 0.10%, Train Freq MAPE: 1.45%, Val Freq MAPE: 0.13%
Epoch [74/100], Train Loss: 0.1664, Val Loss: 0.2356, Train Amp MAPE: 0.31%, Val Amp MAPE: 0.09%, Train Freq MAPE: 2.36%, Val Freq MAPE: 0.08%
Epoch [75/100], Train Loss: 0.1941, Val Loss: 0.1224, Train Amp MAPE: 0.28%, Val Amp MAPE: 0.07%, Train Freq MAPE: 2.75%, Val Freq MAPE: 0.06%
Epoch [76/100], Train Loss: 0.1845, Val Loss: 0.2096, Train Amp MAPE: 0.24%, Val Amp MAPE: 0.06%, Train Freq MAPE: 3.22%, Val Freq MAPE: 0.07%
Epoch [77/100], Train Loss: 0.1806, Val Loss: 0.1611, Train Amp MAPE: 0.31%, Val Amp MAPE: 0.07%, Train Freq MAPE: 1.76%, Val Freq MAPE: 0.15%
Epoch [78/100], Train Loss: 0.1967, Val Loss: 0.1314, Train Amp MAPE: 0.39%, Val Amp MAPE: 0.10%, Train Freq MAPE: 2.00%, Val Freq MAPE: 0.08%
Epoch [79/100], Train Loss: 0.1734, Val Loss: 0.1342, Train Amp MAPE: 0.33%, Val Amp MAPE: 0.07%, Train Freq MAPE: 2.39%, Val Freq MAPE: 0.09%
Epoch [80/100], Train Loss: 0.2329, Val Loss: 0.1153, Train Amp MAPE: 0.38%, Val Amp MAPE: 0.07%, Train Freq MAPE: 1.58%, Val Freq MAPE: 0.07%
Epoch [81/100], Train Loss: 0.1881, Val Loss: 0.1186, Train Amp MAPE: 0.37%, Val Amp MAPE: 0.05%, Train Freq MAPE: 2.22%, Val Freq MAPE: 0.12%
Epoch [82/100], Train Loss: 0.2104, Val Loss: 0.1001, Train Amp MAPE: 0.23%, Val Amp MAPE: 0.07%, Train Freq MAPE: 3.80%, Val Freq MAPE: 0.09%
Epoch [83/100], Train Loss: 0.2094, Val Loss: 0.1363, Train Amp MAPE: 0.28%, Val Amp MAPE: 0.06%, Train Freq MAPE: 1.93%, Val Freq MAPE: 0.09%
Epoch [84/100], Train Loss: 0.1898, Val Loss: 0.1492, Train Amp MAPE: 0.24%, Val Amp MAPE: 0.12%, Train Freq MAPE: 3.00%, Val Freq MAPE: 0.05%
Epoch [85/100], Train Loss: 0.2233, Val Loss: 0.3938, Train Amp MAPE: 0.41%, Val Amp MAPE: 0.08%, Train Freq MAPE: 3.36%, Val Freq MAPE: 0.25%
Epoch [86/100], Train Loss: 0.1815, Val Loss: 0.1728, Train Amp MAPE: 0.40%, Val Amp MAPE: 0.08%, Train Freq MAPE: 2.83%, Val Freq MAPE: 0.05%
Epoch [87/100], Train Loss: 0.2083, Val Loss: 0.1495, Train Amp MAPE: 0.40%, Val Amp MAPE: 0.07%, Train Freq MAPE: 2.21%, Val Freq MAPE: 0.09%
Epoch [88/100], Train Loss: 0.2038, Val Loss: 0.1080, Train Amp MAPE: 0.41%, Val Amp MAPE: 0.08%, Train Freq MAPE: 1.30%, Val Freq MAPE: 0.05%
Epoch [89/100], Train Loss: 0.1673, Val Loss: 0.0781, Train Amp MAPE: 0.40%, Val Amp MAPE: 0.05%, Train Freq MAPE: 2.55%, Val Freq MAPE: 0.06%
Epoch [90/100], Train Loss: 0.2099, Val Loss: 0.1027, Train Amp MAPE: 0.35%, Val Amp MAPE: 0.07%, Train Freq MAPE: 1.78%, Val Freq MAPE: 0.07%
Epoch [91/100], Train Loss: 0.2160, Val Loss: 0.1848, Train Amp MAPE: 0.28%, Val Amp MAPE: 0.09%, Train Freq MAPE: 3.45%, Val Freq MAPE: 0.08%
Epoch [92/100], Train Loss: 0.1880, Val Loss: 0.2002, Train Amp MAPE: 0.38%, Val Amp MAPE: 0.10%, Train Freq MAPE: 3.64%, Val Freq MAPE: 0.10%
Epoch [93/100], Train Loss: 0.1582, Val Loss: 0.1781, Train Amp MAPE: 0.39%, Val Amp MAPE: 0.07%, Train Freq MAPE: 2.68%, Val Freq MAPE: 0.06%
Epoch [94/100], Train Loss: 0.1760, Val Loss: 0.0904, Train Amp MAPE: 0.22%, Val Amp MAPE: 0.08%, Train Freq MAPE: 4.44%, Val Freq MAPE: 0.09%
Epoch [95/100], Train Loss: 0.2000, Val Loss: 0.0984, Train Amp MAPE: 0.27%, Val Amp MAPE: 0.05%, Train Freq MAPE: 3.07%, Val Freq MAPE: 0.06%
Epoch [96/100], Train Loss: 0.1955, Val Loss: 0.1556, Train Amp MAPE: 0.46%, Val Amp MAPE: 0.07%, Train Freq MAPE: 3.64%, Val Freq MAPE: 0.07%
Epoch [97/100], Train Loss: 0.1840, Val Loss: 0.2076, Train Amp MAPE: 0.30%, Val Amp MAPE: 0.08%, Train Freq MAPE: 1.51%, Val Freq MAPE: 0.07%
Epoch [98/100], Train Loss: 0.1808, Val Loss: 0.1215, Train Amp MAPE: 0.42%, Val Amp MAPE: 0.09%, Train Freq MAPE: 2.09%, Val Freq MAPE: 0.06%
Epoch [99/100], Train Loss: 0.2122, Val Loss: 0.1027, Train Amp MAPE: 0.29%, Val Amp MAPE: 0.07%, Train Freq MAPE: 1.58%, Val Freq MAPE: 0.08%
Epoch [100/100], Train Loss: 0.1861, Val Loss: 0.1481, Train Amp MAPE: 0.43%, Val Amp MAPE: 0.07%, Train Freq MAPE: 3.91%, Val Freq MAPE: 0.06%