Epoch [1/100], Train Loss: 23.6964, Val Loss: 15.2028, Train Amp MAPE: 1.01%, Val Amp MAPE: 0.86%, Train Freq MAPE: 1.16%, Val Freq MAPE: 2.81%
Epoch [2/100], Train Loss: 12.6496, Val Loss: 8.7618, Train Amp MAPE: 1.14%, Val Amp MAPE: 0.96%, Train Freq MAPE: 1.79%, Val Freq MAPE: 3.94%
Epoch [3/100], Train Loss: 8.5503, Val Loss: 6.9856, Train Amp MAPE: 1.34%, Val Amp MAPE: 1.07%, Train Freq MAPE: 2.28%, Val Freq MAPE: 4.50%
Epoch [4/100], Train Loss: 7.5395, Val Loss: 6.4732, Train Amp MAPE: 1.47%, Val Amp MAPE: 1.11%, Train Freq MAPE: 2.42%, Val Freq MAPE: 4.62%
Epoch [5/100], Train Loss: 7.1709, Val Loss: 6.1670, Train Amp MAPE: 1.47%, Val Amp MAPE: 1.09%, Train Freq MAPE: 2.42%, Val Freq MAPE: 4.63%
Epoch [6/100], Train Loss: 6.8995, Val Loss: 5.9544, Train Amp MAPE: 1.45%, Val Amp MAPE: 1.06%, Train Freq MAPE: 2.46%, Val Freq MAPE: 4.72%
Epoch [7/100], Train Loss: 6.6535, Val Loss: 5.7208, Train Amp MAPE: 1.41%, Val Amp MAPE: 1.03%, Train Freq MAPE: 2.46%, Val Freq MAPE: 4.75%
Epoch [8/100], Train Loss: 6.3700, Val Loss: 5.4994, Train Amp MAPE: 1.37%, Val Amp MAPE: 1.00%, Train Freq MAPE: 2.44%, Val Freq MAPE: 5.00%
Epoch [9/100], Train Loss: 6.1210, Val Loss: 5.2967, Train Amp MAPE: 1.32%, Val Amp MAPE: 0.96%, Train Freq MAPE: 2.52%, Val Freq MAPE: 5.11%
Epoch [10/100], Train Loss: 5.8804, Val Loss: 5.0993, Train Amp MAPE: 1.29%, Val Amp MAPE: 0.93%, Train Freq MAPE: 2.51%, Val Freq MAPE: 5.21%
Epoch [11/100], Train Loss: 5.6457, Val Loss: 4.9248, Train Amp MAPE: 1.24%, Val Amp MAPE: 0.91%, Train Freq MAPE: 2.50%, Val Freq MAPE: 5.34%
Epoch [12/100], Train Loss: 5.4384, Val Loss: 4.7543, Train Amp MAPE: 1.21%, Val Amp MAPE: 0.88%, Train Freq MAPE: 2.59%, Val Freq MAPE: 5.50%
Epoch [13/100], Train Loss: 5.2296, Val Loss: 4.6019, Train Amp MAPE: 1.18%, Val Amp MAPE: 0.86%, Train Freq MAPE: 2.52%, Val Freq MAPE: 5.57%
Epoch [14/100], Train Loss: 5.0427, Val Loss: 4.4636, Train Amp MAPE: 1.14%, Val Amp MAPE: 0.84%, Train Freq MAPE: 2.59%, Val Freq MAPE: 5.70%
Epoch [15/100], Train Loss: 4.8645, Val Loss: 4.3238, Train Amp MAPE: 1.14%, Val Amp MAPE: 0.82%, Train Freq MAPE: 2.64%, Val Freq MAPE: 5.70%
Epoch [16/100], Train Loss: 4.6986, Val Loss: 4.2085, Train Amp MAPE: 1.09%, Val Amp MAPE: 0.80%, Train Freq MAPE: 2.59%, Val Freq MAPE: 5.85%
Epoch [17/100], Train Loss: 4.5528, Val Loss: 4.1045, Train Amp MAPE: 1.08%, Val Amp MAPE: 0.78%, Train Freq MAPE: 2.56%, Val Freq MAPE: 5.98%
Epoch [18/100], Train Loss: 4.4086, Val Loss: 4.0017, Train Amp MAPE: 1.03%, Val Amp MAPE: 0.77%, Train Freq MAPE: 2.62%, Val Freq MAPE: 6.04%
Epoch [19/100], Train Loss: 4.2627, Val Loss: 3.9160, Train Amp MAPE: 1.02%, Val Amp MAPE: 0.75%, Train Freq MAPE: 2.60%, Val Freq MAPE: 6.13%
Epoch [20/100], Train Loss: 4.1328, Val Loss: 3.8138, Train Amp MAPE: 1.00%, Val Amp MAPE: 0.74%, Train Freq MAPE: 2.63%, Val Freq MAPE: 6.08%
Epoch [21/100], Train Loss: 4.0154, Val Loss: 3.7338, Train Amp MAPE: 0.98%, Val Amp MAPE: 0.71%, Train Freq MAPE: 2.60%, Val Freq MAPE: 6.06%
Epoch [22/100], Train Loss: 3.8923, Val Loss: 3.6530, Train Amp MAPE: 0.94%, Val Amp MAPE: 0.70%, Train Freq MAPE: 2.59%, Val Freq MAPE: 6.22%
Epoch [23/100], Train Loss: 3.7916, Val Loss: 3.5777, Train Amp MAPE: 0.94%, Val Amp MAPE: 0.68%, Train Freq MAPE: 2.58%, Val Freq MAPE: 6.18%
Epoch [24/100], Train Loss: 3.6906, Val Loss: 3.5145, Train Amp MAPE: 0.90%, Val Amp MAPE: 0.66%, Train Freq MAPE: 2.58%, Val Freq MAPE: 6.25%
Epoch [25/100], Train Loss: 3.5938, Val Loss: 3.4470, Train Amp MAPE: 0.89%, Val Amp MAPE: 0.65%, Train Freq MAPE: 2.58%, Val Freq MAPE: 6.21%
Epoch [26/100], Train Loss: 3.4990, Val Loss: 3.4013, Train Amp MAPE: 0.87%, Val Amp MAPE: 0.64%, Train Freq MAPE: 2.49%, Val Freq MAPE: 6.36%
Epoch [27/100], Train Loss: 3.4426, Val Loss: 3.3283, Train Amp MAPE: 0.85%, Val Amp MAPE: 0.61%, Train Freq MAPE: 2.56%, Val Freq MAPE: 6.30%
Epoch [28/100], Train Loss: 3.3399, Val Loss: 3.2715, Train Amp MAPE: 0.83%, Val Amp MAPE: 0.61%, Train Freq MAPE: 2.54%, Val Freq MAPE: 6.31%
Epoch [29/100], Train Loss: 3.2706, Val Loss: 3.2210, Train Amp MAPE: 0.82%, Val Amp MAPE: 0.58%, Train Freq MAPE: 2.52%, Val Freq MAPE: 6.37%
Epoch [30/100], Train Loss: 3.2074, Val Loss: 3.1789, Train Amp MAPE: 0.78%, Val Amp MAPE: 0.56%, Train Freq MAPE: 2.52%, Val Freq MAPE: 6.44%
Epoch [31/100], Train Loss: 3.1220, Val Loss: 3.1294, Train Amp MAPE: 0.77%, Val Amp MAPE: 0.57%, Train Freq MAPE: 2.53%, Val Freq MAPE: 6.29%
Epoch [32/100], Train Loss: 3.0830, Val Loss: 3.0768, Train Amp MAPE: 0.75%, Val Amp MAPE: 0.57%, Train Freq MAPE: 2.49%, Val Freq MAPE: 6.43%
Epoch [33/100], Train Loss: 3.0108, Val Loss: 3.0186, Train Amp MAPE: 0.74%, Val Amp MAPE: 0.54%, Train Freq MAPE: 2.50%, Val Freq MAPE: 6.38%
Epoch [34/100], Train Loss: 2.9652, Val Loss: 2.9768, Train Amp MAPE: 0.72%, Val Amp MAPE: 0.53%, Train Freq MAPE: 2.52%, Val Freq MAPE: 6.37%
Epoch [35/100], Train Loss: 2.9054, Val Loss: 2.9344, Train Amp MAPE: 0.70%, Val Amp MAPE: 0.52%, Train Freq MAPE: 2.48%, Val Freq MAPE: 6.44%
Epoch [36/100], Train Loss: 2.8597, Val Loss: 2.8865, Train Amp MAPE: 0.70%, Val Amp MAPE: 0.50%, Train Freq MAPE: 2.51%, Val Freq MAPE: 6.41%
Epoch [37/100], Train Loss: 2.8125, Val Loss: 2.8434, Train Amp MAPE: 0.68%, Val Amp MAPE: 0.49%, Train Freq MAPE: 2.49%, Val Freq MAPE: 6.37%
Epoch [38/100], Train Loss: 2.7704, Val Loss: 2.8264, Train Amp MAPE: 0.65%, Val Amp MAPE: 0.49%, Train Freq MAPE: 2.48%, Val Freq MAPE: 6.51%
Epoch [39/100], Train Loss: 2.7251, Val Loss: 2.7801, Train Amp MAPE: 0.66%, Val Amp MAPE: 0.45%, Train Freq MAPE: 2.49%, Val Freq MAPE: 6.43%
Epoch [40/100], Train Loss: 2.6853, Val Loss: 2.7369, Train Amp MAPE: 0.63%, Val Amp MAPE: 0.47%, Train Freq MAPE: 2.48%, Val Freq MAPE: 6.47%
Epoch [41/100], Train Loss: 2.6551, Val Loss: 2.6943, Train Amp MAPE: 0.62%, Val Amp MAPE: 0.46%, Train Freq MAPE: 2.49%, Val Freq MAPE: 6.45%
Epoch [42/100], Train Loss: 2.6163, Val Loss: 2.6520, Train Amp MAPE: 0.62%, Val Amp MAPE: 0.46%, Train Freq MAPE: 2.45%, Val Freq MAPE: 6.43%
Epoch [43/100], Train Loss: 2.5773, Val Loss: 2.6199, Train Amp MAPE: 0.59%, Val Amp MAPE: 0.44%, Train Freq MAPE: 2.49%, Val Freq MAPE: 6.41%
Epoch [44/100], Train Loss: 2.5423, Val Loss: 2.5890, Train Amp MAPE: 0.59%, Val Amp MAPE: 0.43%, Train Freq MAPE: 2.47%, Val Freq MAPE: 6.39%
Epoch [45/100], Train Loss: 2.5052, Val Loss: 2.5610, Train Amp MAPE: 0.58%, Val Amp MAPE: 0.42%, Train Freq MAPE: 2.44%, Val Freq MAPE: 6.45%
Epoch [46/100], Train Loss: 2.4736, Val Loss: 2.5189, Train Amp MAPE: 0.57%, Val Amp MAPE: 0.40%, Train Freq MAPE: 2.46%, Val Freq MAPE: 6.43%
Epoch [47/100], Train Loss: 2.4440, Val Loss: 2.4858, Train Amp MAPE: 0.55%, Val Amp MAPE: 0.41%, Train Freq MAPE: 2.45%, Val Freq MAPE: 6.38%
Epoch [48/100], Train Loss: 2.4216, Val Loss: 2.4760, Train Amp MAPE: 0.54%, Val Amp MAPE: 0.41%, Train Freq MAPE: 2.45%, Val Freq MAPE: 6.46%
Epoch [49/100], Train Loss: 2.3887, Val Loss: 2.4116, Train Amp MAPE: 0.54%, Val Amp MAPE: 0.39%, Train Freq MAPE: 2.44%, Val Freq MAPE: 6.34%
Epoch [50/100], Train Loss: 2.3406, Val Loss: 2.4017, Train Amp MAPE: 0.52%, Val Amp MAPE: 0.38%, Train Freq MAPE: 2.42%, Val Freq MAPE: 6.43%
Epoch [51/100], Train Loss: 2.3145, Val Loss: 2.3590, Train Amp MAPE: 0.51%, Val Amp MAPE: 0.37%, Train Freq MAPE: 2.45%, Val Freq MAPE: 6.26%
Epoch [52/100], Train Loss: 2.3040, Val Loss: 2.3213, Train Amp MAPE: 0.51%, Val Amp MAPE: 0.36%, Train Freq MAPE: 2.43%, Val Freq MAPE: 6.31%
Epoch [53/100], Train Loss: 2.2562, Val Loss: 2.2916, Train Amp MAPE: 0.48%, Val Amp MAPE: 0.35%, Train Freq MAPE: 2.44%, Val Freq MAPE: 6.27%
Epoch [54/100], Train Loss: 2.2250, Val Loss: 2.2751, Train Amp MAPE: 0.49%, Val Amp MAPE: 0.35%, Train Freq MAPE: 2.41%, Val Freq MAPE: 6.37%
Epoch [55/100], Train Loss: 2.1988, Val Loss: 2.2277, Train Amp MAPE: 0.47%, Val Amp MAPE: 0.35%, Train Freq MAPE: 2.39%, Val Freq MAPE: 6.23%
Epoch [56/100], Train Loss: 2.1738, Val Loss: 2.2015, Train Amp MAPE: 0.47%, Val Amp MAPE: 0.35%, Train Freq MAPE: 2.40%, Val Freq MAPE: 6.26%
Epoch [57/100], Train Loss: 2.1501, Val Loss: 2.1826, Train Amp MAPE: 0.46%, Val Amp MAPE: 0.34%, Train Freq MAPE: 2.41%, Val Freq MAPE: 6.33%
Epoch [58/100], Train Loss: 2.1218, Val Loss: 2.1554, Train Amp MAPE: 0.46%, Val Amp MAPE: 0.33%, Train Freq MAPE: 2.37%, Val Freq MAPE: 6.30%
Epoch [59/100], Train Loss: 2.0948, Val Loss: 2.1253, Train Amp MAPE: 0.45%, Val Amp MAPE: 0.32%, Train Freq MAPE: 2.38%, Val Freq MAPE: 6.30%
Epoch [60/100], Train Loss: 2.0686, Val Loss: 2.1273, Train Amp MAPE: 0.45%, Val Amp MAPE: 0.33%, Train Freq MAPE: 2.40%, Val Freq MAPE: 6.09%
Epoch [61/100], Train Loss: 2.0579, Val Loss: 2.0622, Train Amp MAPE: 0.43%, Val Amp MAPE: 0.32%, Train Freq MAPE: 2.36%, Val Freq MAPE: 6.17%
Epoch [62/100], Train Loss: 2.0112, Val Loss: 2.0564, Train Amp MAPE: 0.42%, Val Amp MAPE: 0.31%, Train Freq MAPE: 2.36%, Val Freq MAPE: 6.23%
Epoch [63/100], Train Loss: 1.9948, Val Loss: 2.0177, Train Amp MAPE: 0.41%, Val Amp MAPE: 0.29%, Train Freq MAPE: 2.36%, Val Freq MAPE: 6.10%
Epoch [64/100], Train Loss: 1.9721, Val Loss: 1.9908, Train Amp MAPE: 0.42%, Val Amp MAPE: 0.30%, Train Freq MAPE: 2.36%, Val Freq MAPE: 6.15%
Epoch [65/100], Train Loss: 1.9444, Val Loss: 1.9824, Train Amp MAPE: 0.40%, Val Amp MAPE: 0.30%, Train Freq MAPE: 2.34%, Val Freq MAPE: 6.17%
Epoch [66/100], Train Loss: 1.9265, Val Loss: 1.9638, Train Amp MAPE: 0.41%, Val Amp MAPE: 0.29%, Train Freq MAPE: 2.32%, Val Freq MAPE: 6.18%
Epoch [67/100], Train Loss: 1.9088, Val Loss: 1.9442, Train Amp MAPE: 0.41%, Val Amp MAPE: 0.28%, Train Freq MAPE: 2.34%, Val Freq MAPE: 6.16%
Epoch [68/100], Train Loss: 1.8844, Val Loss: 1.9178, Train Amp MAPE: 0.39%, Val Amp MAPE: 0.28%, Train Freq MAPE: 2.34%, Val Freq MAPE: 6.17%
Epoch [69/100], Train Loss: 1.8594, Val Loss: 1.8875, Train Amp MAPE: 0.39%, Val Amp MAPE: 0.29%, Train Freq MAPE: 2.32%, Val Freq MAPE: 6.14%
Epoch [70/100], Train Loss: 1.8452, Val Loss: 1.8537, Train Amp MAPE: 0.39%, Val Amp MAPE: 0.27%, Train Freq MAPE: 2.29%, Val Freq MAPE: 6.08%
Epoch [71/100], Train Loss: 1.8213, Val Loss: 1.8474, Train Amp MAPE: 0.38%, Val Amp MAPE: 0.27%, Train Freq MAPE: 2.32%, Val Freq MAPE: 6.09%
Epoch [72/100], Train Loss: 1.7990, Val Loss: 1.8213, Train Amp MAPE: 0.38%, Val Amp MAPE: 0.27%, Train Freq MAPE: 2.30%, Val Freq MAPE: 6.04%
Epoch [73/100], Train Loss: 1.7852, Val Loss: 1.8414, Train Amp MAPE: 0.38%, Val Amp MAPE: 0.27%, Train Freq MAPE: 2.27%, Val Freq MAPE: 6.14%
Epoch [74/100], Train Loss: 1.7805, Val Loss: 1.7909, Train Amp MAPE: 0.38%, Val Amp MAPE: 0.28%, Train Freq MAPE: 2.31%, Val Freq MAPE: 6.05%
Epoch [75/100], Train Loss: 1.7558, Val Loss: 1.7719, Train Amp MAPE: 0.38%, Val Amp MAPE: 0.27%, Train Freq MAPE: 2.27%, Val Freq MAPE: 6.01%
Epoch [76/100], Train Loss: 1.7311, Val Loss: 1.7515, Train Amp MAPE: 0.37%, Val Amp MAPE: 0.26%, Train Freq MAPE: 2.27%, Val Freq MAPE: 6.01%
Epoch [77/100], Train Loss: 1.7160, Val Loss: 1.7473, Train Amp MAPE: 0.37%, Val Amp MAPE: 0.28%, Train Freq MAPE: 2.26%, Val Freq MAPE: 5.91%
Epoch [78/100], Train Loss: 1.7139, Val Loss: 1.7273, Train Amp MAPE: 0.36%, Val Amp MAPE: 0.26%, Train Freq MAPE: 2.27%, Val Freq MAPE: 5.99%
Epoch [79/100], Train Loss: 1.6894, Val Loss: 1.7184, Train Amp MAPE: 0.37%, Val Amp MAPE: 0.26%, Train Freq MAPE: 2.24%, Val Freq MAPE: 6.06%
Epoch [80/100], Train Loss: 1.6753, Val Loss: 1.6893, Train Amp MAPE: 0.37%, Val Amp MAPE: 0.27%, Train Freq MAPE: 2.26%, Val Freq MAPE: 5.98%
Epoch [81/100], Train Loss: 1.6533, Val Loss: 1.6681, Train Amp MAPE: 0.37%, Val Amp MAPE: 0.27%, Train Freq MAPE: 2.24%, Val Freq MAPE: 5.95%
Epoch [82/100], Train Loss: 1.6446, Val Loss: 1.6566, Train Amp MAPE: 0.35%, Val Amp MAPE: 0.27%, Train Freq MAPE: 2.24%, Val Freq MAPE: 5.92%
Epoch [83/100], Train Loss: 1.6354, Val Loss: 1.6442, Train Amp MAPE: 0.37%, Val Amp MAPE: 0.26%, Train Freq MAPE: 2.22%, Val Freq MAPE: 5.91%
Epoch [84/100], Train Loss: 1.6225, Val Loss: 1.6306, Train Amp MAPE: 0.36%, Val Amp MAPE: 0.26%, Train Freq MAPE: 2.22%, Val Freq MAPE: 5.92%
Epoch [85/100], Train Loss: 1.6081, Val Loss: 1.6186, Train Amp MAPE: 0.36%, Val Amp MAPE: 0.25%, Train Freq MAPE: 2.21%, Val Freq MAPE: 5.90%
Epoch [86/100], Train Loss: 1.5915, Val Loss: 1.6041, Train Amp MAPE: 0.36%, Val Amp MAPE: 0.26%, Train Freq MAPE: 2.20%, Val Freq MAPE: 5.88%
Epoch [87/100], Train Loss: 1.5777, Val Loss: 1.6019, Train Amp MAPE: 0.36%, Val Amp MAPE: 0.27%, Train Freq MAPE: 2.21%, Val Freq MAPE: 5.79%
Epoch [88/100], Train Loss: 1.5717, Val Loss: 1.5742, Train Amp MAPE: 0.36%, Val Amp MAPE: 0.25%, Train Freq MAPE: 2.20%, Val Freq MAPE: 5.85%
Epoch [89/100], Train Loss: 1.5512, Val Loss: 1.5615, Train Amp MAPE: 0.36%, Val Amp MAPE: 0.25%, Train Freq MAPE: 2.20%, Val Freq MAPE: 5.83%
Epoch [90/100], Train Loss: 1.5463, Val Loss: 1.5502, Train Amp MAPE: 0.36%, Val Amp MAPE: 0.25%, Train Freq MAPE: 2.17%, Val Freq MAPE: 5.81%
Epoch [91/100], Train Loss: 1.5416, Val Loss: 1.5403, Train Amp MAPE: 0.36%, Val Amp MAPE: 0.27%, Train Freq MAPE: 2.19%, Val Freq MAPE: 5.78%
Epoch [92/100], Train Loss: 1.5171, Val Loss: 1.5139, Train Amp MAPE: 0.35%, Val Amp MAPE: 0.26%, Train Freq MAPE: 2.17%, Val Freq MAPE: 5.81%
Epoch [93/100], Train Loss: 1.5120, Val Loss: 1.5105, Train Amp MAPE: 0.35%, Val Amp MAPE: 0.26%, Train Freq MAPE: 2.17%, Val Freq MAPE: 5.83%
Epoch [94/100], Train Loss: 1.4972, Val Loss: 1.4979, Train Amp MAPE: 0.36%, Val Amp MAPE: 0.26%, Train Freq MAPE: 2.16%, Val Freq MAPE: 5.81%
Epoch [95/100], Train Loss: 1.4939, Val Loss: 1.5227, Train Amp MAPE: 0.36%, Val Amp MAPE: 0.26%, Train Freq MAPE: 2.15%, Val Freq MAPE: 5.79%
Epoch [96/100], Train Loss: 1.4838, Val Loss: 1.4856, Train Amp MAPE: 0.35%, Val Amp MAPE: 0.25%, Train Freq MAPE: 2.16%, Val Freq MAPE: 5.80%
Epoch [97/100], Train Loss: 1.4655, Val Loss: 1.4718, Train Amp MAPE: 0.35%, Val Amp MAPE: 0.26%, Train Freq MAPE: 2.16%, Val Freq MAPE: 5.75%
Epoch [98/100], Train Loss: 1.4621, Val Loss: 1.4730, Train Amp MAPE: 0.36%, Val Amp MAPE: 0.26%, Train Freq MAPE: 2.15%, Val Freq MAPE: 5.80%
Epoch [99/100], Train Loss: 1.4481, Val Loss: 1.4532, Train Amp MAPE: 0.36%, Val Amp MAPE: 0.27%, Train Freq MAPE: 2.14%, Val Freq MAPE: 5.70%
Epoch [100/100], Train Loss: 1.4411, Val Loss: 1.4396, Train Amp MAPE: 0.35%, Val Amp MAPE: 0.25%, Train Freq MAPE: 2.12%, Val Freq MAPE: 5.75%