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Epoch [1/100], Train Loss: 15.9383, Val Loss: 7.0750, Train Amp MAPE: 2.29%, Val Amp MAPE: 4.64%, Train Freq MAPE: 1.94%, Val Freq MAPE: 2.02%
Epoch [2/100], Train Loss: 6.2234, Val Loss: 5.8419, Train Amp MAPE: 3.61%, Val Amp MAPE: 3.65%, Train Freq MAPE: 2.91%, Val Freq MAPE: 1.77%
Epoch [3/100], Train Loss: 5.4240, Val Loss: 5.1774, Train Amp MAPE: 3.03%, Val Amp MAPE: 3.12%, Train Freq MAPE: 2.67%, Val Freq MAPE: 1.64%
Epoch [4/100], Train Loss: 4.8760, Val Loss: 4.5863, Train Amp MAPE: 2.45%, Val Amp MAPE: 2.27%, Train Freq MAPE: 2.58%, Val Freq MAPE: 1.54%
Epoch [5/100], Train Loss: 4.2664, Val Loss: 3.7513, Train Amp MAPE: 1.69%, Val Amp MAPE: 1.29%, Train Freq MAPE: 2.42%, Val Freq MAPE: 1.51%
Epoch [6/100], Train Loss: 2.9590, Val Loss: 2.0179, Train Amp MAPE: 0.73%, Val Amp MAPE: 0.55%, Train Freq MAPE: 2.38%, Val Freq MAPE: 1.15%
Epoch [7/100], Train Loss: 1.5051, Val Loss: 1.1663, Train Amp MAPE: 0.44%, Val Amp MAPE: 0.42%, Train Freq MAPE: 2.06%, Val Freq MAPE: 0.77%
Epoch [8/100], Train Loss: 1.0169, Val Loss: 0.8717, Train Amp MAPE: 0.38%, Val Amp MAPE: 0.42%, Train Freq MAPE: 1.71%, Val Freq MAPE: 0.58%
Epoch [9/100], Train Loss: 0.8766, Val Loss: 0.7640, Train Amp MAPE: 0.35%, Val Amp MAPE: 0.34%, Train Freq MAPE: 1.60%, Val Freq MAPE: 0.48%
Epoch [10/100], Train Loss: 0.7572, Val Loss: 0.6660, Train Amp MAPE: 0.25%, Val Amp MAPE: 0.26%, Train Freq MAPE: 1.50%, Val Freq MAPE: 0.38%
Epoch [11/100], Train Loss: 0.6816, Val Loss: 0.6135, Train Amp MAPE: 0.23%, Val Amp MAPE: 0.25%, Train Freq MAPE: 1.35%, Val Freq MAPE: 0.38%
Epoch [12/100], Train Loss: 0.6544, Val Loss: 0.5981, Train Amp MAPE: 0.21%, Val Amp MAPE: 0.23%, Train Freq MAPE: 1.43%, Val Freq MAPE: 0.34%
Epoch [13/100], Train Loss: 0.6137, Val Loss: 0.5159, Train Amp MAPE: 0.23%, Val Amp MAPE: 0.28%, Train Freq MAPE: 1.25%, Val Freq MAPE: 0.31%
Epoch [14/100], Train Loss: 0.5494, Val Loss: 0.5128, Train Amp MAPE: 0.20%, Val Amp MAPE: 0.20%, Train Freq MAPE: 1.26%, Val Freq MAPE: 0.23%
Epoch [15/100], Train Loss: 0.5340, Val Loss: 0.4660, Train Amp MAPE: 0.17%, Val Amp MAPE: 0.22%, Train Freq MAPE: 1.18%, Val Freq MAPE: 0.22%
Epoch [16/100], Train Loss: 0.5038, Val Loss: 0.4290, Train Amp MAPE: 0.15%, Val Amp MAPE: 0.19%, Train Freq MAPE: 1.13%, Val Freq MAPE: 0.21%
Epoch [17/100], Train Loss: 0.4855, Val Loss: 0.4548, Train Amp MAPE: 0.16%, Val Amp MAPE: 0.25%, Train Freq MAPE: 1.16%, Val Freq MAPE: 0.18%
Epoch [18/100], Train Loss: 0.4667, Val Loss: 0.3624, Train Amp MAPE: 0.16%, Val Amp MAPE: 0.19%, Train Freq MAPE: 0.92%, Val Freq MAPE: 0.19%
Epoch [19/100], Train Loss: 0.4535, Val Loss: 0.3646, Train Amp MAPE: 0.19%, Val Amp MAPE: 0.18%, Train Freq MAPE: 1.01%, Val Freq MAPE: 0.17%
Epoch [20/100], Train Loss: 0.4465, Val Loss: 0.4226, Train Amp MAPE: 0.19%, Val Amp MAPE: 0.29%, Train Freq MAPE: 1.04%, Val Freq MAPE: 0.17%
Epoch [21/100], Train Loss: 0.4257, Val Loss: 0.3215, Train Amp MAPE: 0.17%, Val Amp MAPE: 0.23%, Train Freq MAPE: 0.94%, Val Freq MAPE: 0.16%
Epoch [22/100], Train Loss: 0.4261, Val Loss: 0.3107, Train Amp MAPE: 0.22%, Val Amp MAPE: 0.15%, Train Freq MAPE: 1.00%, Val Freq MAPE: 0.18%
Epoch [23/100], Train Loss: 0.4047, Val Loss: 0.3210, Train Amp MAPE: 0.15%, Val Amp MAPE: 0.19%, Train Freq MAPE: 1.02%, Val Freq MAPE: 0.15%
Epoch [24/100], Train Loss: 0.3945, Val Loss: 0.3240, Train Amp MAPE: 0.17%, Val Amp MAPE: 0.13%, Train Freq MAPE: 0.84%, Val Freq MAPE: 0.16%
Epoch [25/100], Train Loss: 0.4075, Val Loss: 0.2937, Train Amp MAPE: 0.15%, Val Amp MAPE: 0.13%, Train Freq MAPE: 0.95%, Val Freq MAPE: 0.16%
Epoch [26/100], Train Loss: 0.3709, Val Loss: 0.2931, Train Amp MAPE: 0.15%, Val Amp MAPE: 0.19%, Train Freq MAPE: 0.81%, Val Freq MAPE: 0.14%
Epoch [27/100], Train Loss: 0.3595, Val Loss: 0.2700, Train Amp MAPE: 0.15%, Val Amp MAPE: 0.28%, Train Freq MAPE: 0.86%, Val Freq MAPE: 0.12%
Epoch [28/100], Train Loss: 0.3535, Val Loss: 0.2734, Train Amp MAPE: 0.16%, Val Amp MAPE: 0.15%, Train Freq MAPE: 0.71%, Val Freq MAPE: 0.14%
Epoch [29/100], Train Loss: 0.3462, Val Loss: 0.2428, Train Amp MAPE: 0.15%, Val Amp MAPE: 0.11%, Train Freq MAPE: 0.70%, Val Freq MAPE: 0.12%
Epoch [30/100], Train Loss: 0.3218, Val Loss: 0.2320, Train Amp MAPE: 0.11%, Val Amp MAPE: 0.20%, Train Freq MAPE: 0.69%, Val Freq MAPE: 0.12%
Epoch [31/100], Train Loss: 0.3340, Val Loss: 0.2285, Train Amp MAPE: 0.14%, Val Amp MAPE: 0.18%, Train Freq MAPE: 0.65%, Val Freq MAPE: 0.12%
Epoch [32/100], Train Loss: 0.3135, Val Loss: 0.2138, Train Amp MAPE: 0.10%, Val Amp MAPE: 0.11%, Train Freq MAPE: 0.71%, Val Freq MAPE: 0.12%
Epoch [33/100], Train Loss: 0.3140, Val Loss: 0.2012, Train Amp MAPE: 0.10%, Val Amp MAPE: 0.14%, Train Freq MAPE: 0.60%, Val Freq MAPE: 0.12%
Epoch [34/100], Train Loss: 0.2900, Val Loss: 0.2223, Train Amp MAPE: 0.17%, Val Amp MAPE: 0.11%, Train Freq MAPE: 0.52%, Val Freq MAPE: 0.13%
Epoch [35/100], Train Loss: 0.2928, Val Loss: 0.1867, Train Amp MAPE: 0.11%, Val Amp MAPE: 0.12%, Train Freq MAPE: 0.60%, Val Freq MAPE: 0.12%
Epoch [36/100], Train Loss: 0.2951, Val Loss: 0.2240, Train Amp MAPE: 0.11%, Val Amp MAPE: 0.31%, Train Freq MAPE: 0.50%, Val Freq MAPE: 0.12%
Epoch [37/100], Train Loss: 0.2915, Val Loss: 0.2079, Train Amp MAPE: 0.15%, Val Amp MAPE: 0.15%, Train Freq MAPE: 0.59%, Val Freq MAPE: 0.13%
Epoch [38/100], Train Loss: 0.2829, Val Loss: 0.2022, Train Amp MAPE: 0.13%, Val Amp MAPE: 0.19%, Train Freq MAPE: 0.54%, Val Freq MAPE: 0.13%
Epoch [39/100], Train Loss: 0.2661, Val Loss: 0.1768, Train Amp MAPE: 0.15%, Val Amp MAPE: 0.10%, Train Freq MAPE: 0.49%, Val Freq MAPE: 0.13%
Epoch [40/100], Train Loss: 0.2793, Val Loss: 0.1797, Train Amp MAPE: 0.11%, Val Amp MAPE: 0.19%, Train Freq MAPE: 0.44%, Val Freq MAPE: 0.13%
Epoch [41/100], Train Loss: 0.2854, Val Loss: 0.1709, Train Amp MAPE: 0.13%, Val Amp MAPE: 0.10%, Train Freq MAPE: 0.61%, Val Freq MAPE: 0.13%
Epoch [42/100], Train Loss: 0.2631, Val Loss: 0.1710, Train Amp MAPE: 0.10%, Val Amp MAPE: 0.13%, Train Freq MAPE: 0.48%, Val Freq MAPE: 0.12%
Epoch [43/100], Train Loss: 0.2477, Val Loss: 0.1572, Train Amp MAPE: 0.14%, Val Amp MAPE: 0.11%, Train Freq MAPE: 0.45%, Val Freq MAPE: 0.11%
Epoch [44/100], Train Loss: 0.2676, Val Loss: 0.3089, Train Amp MAPE: 0.11%, Val Amp MAPE: 0.22%, Train Freq MAPE: 0.40%, Val Freq MAPE: 0.20%
Epoch [45/100], Train Loss: 0.2543, Val Loss: 0.1810, Train Amp MAPE: 0.17%, Val Amp MAPE: 0.10%, Train Freq MAPE: 0.36%, Val Freq MAPE: 0.12%
Epoch [46/100], Train Loss: 0.2567, Val Loss: 0.1862, Train Amp MAPE: 0.13%, Val Amp MAPE: 0.15%, Train Freq MAPE: 0.43%, Val Freq MAPE: 0.12%
Epoch [47/100], Train Loss: 0.2510, Val Loss: 0.1604, Train Amp MAPE: 0.10%, Val Amp MAPE: 0.11%, Train Freq MAPE: 0.42%, Val Freq MAPE: 0.14%
Epoch [48/100], Train Loss: 0.2679, Val Loss: 0.1509, Train Amp MAPE: 0.10%, Val Amp MAPE: 0.11%, Train Freq MAPE: 0.41%, Val Freq MAPE: 0.12%
Epoch [49/100], Train Loss: 0.2304, Val Loss: 0.1427, Train Amp MAPE: 0.13%, Val Amp MAPE: 0.13%, Train Freq MAPE: 0.33%, Val Freq MAPE: 0.12%
Epoch [50/100], Train Loss: 0.2240, Val Loss: 0.1390, Train Amp MAPE: 0.09%, Val Amp MAPE: 0.10%, Train Freq MAPE: 0.42%, Val Freq MAPE: 0.12%
Epoch [51/100], Train Loss: 0.2304, Val Loss: 0.1352, Train Amp MAPE: 0.10%, Val Amp MAPE: 0.10%, Train Freq MAPE: 0.34%, Val Freq MAPE: 0.11%
Epoch [52/100], Train Loss: 0.2258, Val Loss: 0.1498, Train Amp MAPE: 0.09%, Val Amp MAPE: 0.15%, Train Freq MAPE: 0.36%, Val Freq MAPE: 0.14%
Epoch [53/100], Train Loss: 0.2088, Val Loss: 0.1248, Train Amp MAPE: 0.10%, Val Amp MAPE: 0.09%, Train Freq MAPE: 0.39%, Val Freq MAPE: 0.11%
Epoch [54/100], Train Loss: 0.2082, Val Loss: 0.1448, Train Amp MAPE: 0.09%, Val Amp MAPE: 0.12%, Train Freq MAPE: 0.30%, Val Freq MAPE: 0.11%
Epoch [55/100], Train Loss: 0.2090, Val Loss: 0.1249, Train Amp MAPE: 0.09%, Val Amp MAPE: 0.10%, Train Freq MAPE: 0.34%, Val Freq MAPE: 0.12%
Epoch [56/100], Train Loss: 0.2108, Val Loss: 0.1773, Train Amp MAPE: 0.10%, Val Amp MAPE: 0.20%, Train Freq MAPE: 0.32%, Val Freq MAPE: 0.10%
Epoch [57/100], Train Loss: 0.2209, Val Loss: 0.1580, Train Amp MAPE: 0.20%, Val Amp MAPE: 0.13%, Train Freq MAPE: 0.30%, Val Freq MAPE: 0.14%
Epoch [58/100], Train Loss: 0.2168, Val Loss: 0.1452, Train Amp MAPE: 0.13%, Val Amp MAPE: 0.14%, Train Freq MAPE: 0.33%, Val Freq MAPE: 0.11%
Epoch [59/100], Train Loss: 0.1980, Val Loss: 0.1633, Train Amp MAPE: 0.14%, Val Amp MAPE: 0.11%, Train Freq MAPE: 0.24%, Val Freq MAPE: 0.12%
Epoch [60/100], Train Loss: 0.2005, Val Loss: 0.1476, Train Amp MAPE: 0.15%, Val Amp MAPE: 0.15%, Train Freq MAPE: 0.28%, Val Freq MAPE: 0.11%
Epoch [61/100], Train Loss: 0.1886, Val Loss: 0.1140, Train Amp MAPE: 0.11%, Val Amp MAPE: 0.15%, Train Freq MAPE: 0.29%, Val Freq MAPE: 0.10%
Epoch [62/100], Train Loss: 0.1889, Val Loss: 0.1168, Train Amp MAPE: 0.09%, Val Amp MAPE: 0.12%, Train Freq MAPE: 0.22%, Val Freq MAPE: 0.10%
Epoch [63/100], Train Loss: 0.1889, Val Loss: 0.1514, Train Amp MAPE: 0.09%, Val Amp MAPE: 0.11%, Train Freq MAPE: 0.25%, Val Freq MAPE: 0.12%
Epoch [64/100], Train Loss: 0.1835, Val Loss: 0.1270, Train Amp MAPE: 0.08%, Val Amp MAPE: 0.13%, Train Freq MAPE: 0.26%, Val Freq MAPE: 0.10%
Epoch [65/100], Train Loss: 0.1834, Val Loss: 0.1236, Train Amp MAPE: 0.13%, Val Amp MAPE: 0.17%, Train Freq MAPE: 0.24%, Val Freq MAPE: 0.09%
Epoch [66/100], Train Loss: 0.1719, Val Loss: 0.1036, Train Amp MAPE: 0.10%, Val Amp MAPE: 0.09%, Train Freq MAPE: 0.25%, Val Freq MAPE: 0.09%
Epoch [67/100], Train Loss: 0.2031, Val Loss: 0.1746, Train Amp MAPE: 0.17%, Val Amp MAPE: 0.38%, Train Freq MAPE: 0.37%, Val Freq MAPE: 0.12%
Epoch [68/100], Train Loss: 0.1882, Val Loss: 0.1303, Train Amp MAPE: 0.14%, Val Amp MAPE: 0.13%, Train Freq MAPE: 0.22%, Val Freq MAPE: 0.10%
Epoch [69/100], Train Loss: 0.1806, Val Loss: 0.1096, Train Amp MAPE: 0.10%, Val Amp MAPE: 0.16%, Train Freq MAPE: 0.24%, Val Freq MAPE: 0.09%
Epoch [70/100], Train Loss: 0.1590, Val Loss: 0.1112, Train Amp MAPE: 0.08%, Val Amp MAPE: 0.13%, Train Freq MAPE: 0.23%, Val Freq MAPE: 0.09%
Epoch [71/100], Train Loss: 0.1788, Val Loss: 0.1684, Train Amp MAPE: 0.10%, Val Amp MAPE: 0.16%, Train Freq MAPE: 0.27%, Val Freq MAPE: 0.12%
Epoch [72/100], Train Loss: 0.1821, Val Loss: 0.1193, Train Amp MAPE: 0.09%, Val Amp MAPE: 0.13%, Train Freq MAPE: 0.28%, Val Freq MAPE: 0.08%
Epoch [73/100], Train Loss: 0.1778, Val Loss: 0.0949, Train Amp MAPE: 0.10%, Val Amp MAPE: 0.18%, Train Freq MAPE: 0.30%, Val Freq MAPE: 0.08%
Epoch [74/100], Train Loss: 0.1721, Val Loss: 0.0948, Train Amp MAPE: 0.13%, Val Amp MAPE: 0.11%, Train Freq MAPE: 0.22%, Val Freq MAPE: 0.08%
Epoch [75/100], Train Loss: 0.1671, Val Loss: 0.1153, Train Amp MAPE: 0.09%, Val Amp MAPE: 0.20%, Train Freq MAPE: 0.19%, Val Freq MAPE: 0.10%
Epoch [76/100], Train Loss: 0.1722, Val Loss: 0.1283, Train Amp MAPE: 0.16%, Val Amp MAPE: 0.11%, Train Freq MAPE: 0.23%, Val Freq MAPE: 0.09%
Epoch [77/100], Train Loss: 0.1593, Val Loss: 0.1961, Train Amp MAPE: 0.11%, Val Amp MAPE: 0.11%, Train Freq MAPE: 0.23%, Val Freq MAPE: 0.11%
Epoch [78/100], Train Loss: 0.1848, Val Loss: 0.1037, Train Amp MAPE: 0.11%, Val Amp MAPE: 0.15%, Train Freq MAPE: 0.24%, Val Freq MAPE: 0.09%
Epoch [79/100], Train Loss: 0.1647, Val Loss: 0.1117, Train Amp MAPE: 0.12%, Val Amp MAPE: 0.17%, Train Freq MAPE: 0.21%, Val Freq MAPE: 0.10%
Epoch [80/100], Train Loss: 0.1646, Val Loss: 0.1132, Train Amp MAPE: 0.09%, Val Amp MAPE: 0.16%, Train Freq MAPE: 0.23%, Val Freq MAPE: 0.12%
Epoch [81/100], Train Loss: 0.1764, Val Loss: 0.0948, Train Amp MAPE: 0.12%, Val Amp MAPE: 0.14%, Train Freq MAPE: 0.20%, Val Freq MAPE: 0.07%
Epoch [82/100], Train Loss: 0.1684, Val Loss: 0.1267, Train Amp MAPE: 0.12%, Val Amp MAPE: 0.13%, Train Freq MAPE: 0.24%, Val Freq MAPE: 0.08%
Epoch [83/100], Train Loss: 0.1559, Val Loss: 0.1069, Train Amp MAPE: 0.12%, Val Amp MAPE: 0.16%, Train Freq MAPE: 0.16%, Val Freq MAPE: 0.07%
Epoch [84/100], Train Loss: 0.1780, Val Loss: 0.1196, Train Amp MAPE: 0.12%, Val Amp MAPE: 0.11%, Train Freq MAPE: 0.19%, Val Freq MAPE: 0.10%
Epoch [85/100], Train Loss: 0.1681, Val Loss: 0.1627, Train Amp MAPE: 0.13%, Val Amp MAPE: 0.11%, Train Freq MAPE: 0.18%, Val Freq MAPE: 0.09%
Epoch [86/100], Train Loss: 0.1571, Val Loss: 0.0851, Train Amp MAPE: 0.14%, Val Amp MAPE: 0.19%, Train Freq MAPE: 0.25%, Val Freq MAPE: 0.07%
Epoch [87/100], Train Loss: 0.1724, Val Loss: 0.1152, Train Amp MAPE: 0.13%, Val Amp MAPE: 0.14%, Train Freq MAPE: 0.17%, Val Freq MAPE: 0.11%
Epoch [88/100], Train Loss: 0.1543, Val Loss: 0.1164, Train Amp MAPE: 0.11%, Val Amp MAPE: 0.13%, Train Freq MAPE: 0.21%, Val Freq MAPE: 0.08%
Epoch [89/100], Train Loss: 0.1455, Val Loss: 0.0976, Train Amp MAPE: 0.10%, Val Amp MAPE: 0.16%, Train Freq MAPE: 0.17%, Val Freq MAPE: 0.07%
Epoch [90/100], Train Loss: 0.1632, Val Loss: 0.0852, Train Amp MAPE: 0.09%, Val Amp MAPE: 0.12%, Train Freq MAPE: 0.26%, Val Freq MAPE: 0.08%
Epoch [91/100], Train Loss: 0.1528, Val Loss: 0.1275, Train Amp MAPE: 0.08%, Val Amp MAPE: 0.25%, Train Freq MAPE: 0.18%, Val Freq MAPE: 0.10%
Epoch [92/100], Train Loss: 0.1554, Val Loss: 0.0880, Train Amp MAPE: 0.20%, Val Amp MAPE: 0.17%, Train Freq MAPE: 0.21%, Val Freq MAPE: 0.07%
Epoch [93/100], Train Loss: 0.1374, Val Loss: 0.0823, Train Amp MAPE: 0.10%, Val Amp MAPE: 0.16%, Train Freq MAPE: 0.21%, Val Freq MAPE: 0.07%
Epoch [94/100], Train Loss: 0.1581, Val Loss: 0.0932, Train Amp MAPE: 0.10%, Val Amp MAPE: 0.11%, Train Freq MAPE: 0.19%, Val Freq MAPE: 0.08%
Epoch [95/100], Train Loss: 0.1383, Val Loss: 0.0813, Train Amp MAPE: 0.10%, Val Amp MAPE: 0.15%, Train Freq MAPE: 0.20%, Val Freq MAPE: 0.06%
Epoch [96/100], Train Loss: 0.1354, Val Loss: 0.0794, Train Amp MAPE: 0.12%, Val Amp MAPE: 0.15%, Train Freq MAPE: 0.24%, Val Freq MAPE: 0.06%
Epoch [97/100], Train Loss: 0.1278, Val Loss: 0.1279, Train Amp MAPE: 0.17%, Val Amp MAPE: 0.24%, Train Freq MAPE: 0.22%, Val Freq MAPE: 0.08%
Epoch [98/100], Train Loss: 0.1483, Val Loss: 0.0972, Train Amp MAPE: 0.09%, Val Amp MAPE: 0.14%, Train Freq MAPE: 0.17%, Val Freq MAPE: 0.08%
Epoch [99/100], Train Loss: 0.1512, Val Loss: 0.0799, Train Amp MAPE: 0.09%, Val Amp MAPE: 0.17%, Train Freq MAPE: 0.21%, Val Freq MAPE: 0.07%
Epoch [100/100], Train Loss: 0.1580, Val Loss: 0.0843, Train Amp MAPE: 0.12%, Val Amp MAPE: 0.13%, Train Freq MAPE: 0.25%, Val Freq MAPE: 0.06%