sdtout_main.txt

0 0.99990845
1 1.0050265
2 1.7361323
0
Epoch [1/10], Step [0/200], Loss: 11.3473, nRMSE: 1.00%
0 0.9855102
1 0.96901554
2 1.5025649
500
Epoch [1/10], Step [1/200], Loss: 11.5871, nRMSE: 0.99%
0 0.9651239
1 0.9188728
2 1.2988726
1000
Epoch [1/10], Step [2/200], Loss: 8.0441, nRMSE: 0.97%
0 0.9341718
1 0.8604045
2 1.1060741
1500
Epoch [1/10], Step [3/200], Loss: 5.9585, nRMSE: 0.93%
0 0.780197
1 0.785321
2 1.1477883
2000
Epoch [1/10], Step [4/200], Loss: 5.9927, nRMSE: 0.78%
0 0.6442987
1 0.6747708
2 1.0916164
2500
Epoch [1/10], Step [5/200], Loss: 4.9369, nRMSE: 0.64%
0 0.71294326
1 0.67703646
2 1.0450764
3000
Epoch [1/10], Step [6/200], Loss: 4.5574, nRMSE: 0.71%
0 0.65336436
1 0.62140226
2 0.9291464
3500
Epoch [1/10], Step [7/200], Loss: 3.5198, nRMSE: 0.65%
0 0.57631475
1 0.55856913
2 0.9483197
4000
Epoch [1/10], Step [8/200], Loss: 3.7502, nRMSE: 0.58%
0 0.521944
1 0.53799844
2 0.9999842
4500
Epoch [1/10], Step [9/200], Loss: 4.2290, nRMSE: 0.52%
0 0.4646212
1 0.51880735
2 0.9703347
5000
Epoch [1/10], Step [10/200], Loss: 3.5926, nRMSE: 0.46%
0 0.44694614
1 0.45029435
2 0.9413752
5500
Epoch [1/10], Step [11/200], Loss: 3.2827, nRMSE: 0.45%
0 0.50149417
1 0.4646946
2 0.92973506
6000
Epoch [1/10], Step [12/200], Loss: 3.6031, nRMSE: 0.50%
0 0.4784789
1 0.45016837
2 0.899236
6500
Epoch [1/10], Step [13/200], Loss: 3.3217, nRMSE: 0.48%
0 0.41457844
1 0.42454332
2 0.9028439
7000
Epoch [1/10], Step [14/200], Loss: 2.9476, nRMSE: 0.41%
0 0.41037202
1 0.49942172
2 0.9011689
7500
Epoch [1/10], Step [15/200], Loss: 3.1794, nRMSE: 0.41%
0 0.37733722
1 0.47475106
2 0.8689169
8000
Epoch [1/10], Step [16/200], Loss: 3.1080, nRMSE: 0.38%
0 0.3804
1 0.44369707
2 0.8633764
8500
Epoch [1/10], Step [17/200], Loss: 2.9491, nRMSE: 0.38%
0 0.38067827
1 0.41593564
2 0.8413893
9000
Epoch [1/10], Step [18/200], Loss: 2.8375, nRMSE: 0.38%
0 0.3813477
1 0.39023465
2 0.83727515
9500
Epoch [1/10], Step [19/200], Loss: 2.5054, nRMSE: 0.38%
0 0.378254
1 0.37103865
2 0.86332256
10000
Epoch [1/10], Step [20/200], Loss: 2.5781, nRMSE: 0.38%
0 0.38050777
1 0.38725954
2 0.8229136
10500
Epoch [1/10], Step [21/200], Loss: 2.4944, nRMSE: 0.38%
0 0.37002668
1 0.38418669
2 0.82054317
11000
Epoch [1/10], Step [22/200], Loss: 2.5346, nRMSE: 0.37%
0 0.3357246
1 0.37504396
2 0.8223812
11500
Epoch [1/10], Step [23/200], Loss: 2.5295, nRMSE: 0.34%
0 0.32425708
1 0.3573993
2 0.8000641
12000
Epoch [1/10], Step [24/200], Loss: 2.6518, nRMSE: 0.32%
0 0.30500326
1 0.31278682
2 0.79016435
12500
Epoch [1/10], Step [25/200], Loss: 2.1780, nRMSE: 0.31%
0 0.27181417
1 0.29081777
2 0.8268365
13000
Epoch [1/10], Step [26/200], Loss: 2.4439, nRMSE: 0.27%
0 0.261994
1 0.27418455
2 0.80836093
13500
Epoch [1/10], Step [27/200], Loss: 2.2338, nRMSE: 0.26%
0 0.28745538
1 0.31876346
2 0.7843658
14000
Epoch [1/10], Step [28/200], Loss: 2.3115, nRMSE: 0.29%
0 0.28030854
1 0.29917702
2 0.766567
14500
Epoch [1/10], Step [29/200], Loss: 2.1880, nRMSE: 0.28%
0 0.28994372
1 0.31050518
2 0.7878021
15000
Epoch [1/10], Step [30/200], Loss: 2.6328, nRMSE: 0.29%
0 0.2836796
1 0.29287305
2 0.797918
15500
Epoch [1/10], Step [31/200], Loss: 2.4294, nRMSE: 0.28%
0 0.27363127
1 0.26902005
2 0.78995985
16000
Epoch [1/10], Step [32/200], Loss: 2.2167, nRMSE: 0.27%
0 0.2562721
1 0.26028082
2 0.7684832
16500
Epoch [1/10], Step [33/200], Loss: 2.1699, nRMSE: 0.26%
0 0.26280388
1 0.26151353
2 0.7215487
17000
Epoch [1/10], Step [34/200], Loss: 1.8924, nRMSE: 0.26%
0 0.26455873
1 0.2687856
2 0.7713027
17500
Epoch [1/10], Step [35/200], Loss: 2.3202, nRMSE: 0.26%
0 0.2634272
1 0.27056438
2 0.74743813
18000
Epoch [1/10], Step [36/200], Loss: 1.9082, nRMSE: 0.26%
0 0.25889105
1 0.26723012
2 0.7142839
18500
Epoch [1/10], Step [37/200], Loss: 1.9177, nRMSE: 0.26%
0 0.2452589
1 0.24350923
2 0.7170508
19000
Epoch [1/10], Step [38/200], Loss: 1.6659, nRMSE: 0.25%
0 0.2737044
1 0.26909882
2 0.7466356
19500
Epoch [1/10], Step [39/200], Loss: 1.8858, nRMSE: 0.27%
0 0.24956577
1 0.246308
2 0.715916
20000
Epoch [1/10], Step [40/200], Loss: 1.9056, nRMSE: 0.25%
0 0.24818082
1 0.25129187
2 0.7097186
20500
Epoch [1/10], Step [41/200], Loss: 1.9230, nRMSE: 0.25%
0 0.24887936
1 0.24984698
2 0.72894377
21000
Epoch [1/10], Step [42/200], Loss: 1.8674, nRMSE: 0.25%
0 0.22849649
1 0.23812744
2 0.73270434
21500
Epoch [1/10], Step [43/200], Loss: 1.9599, nRMSE: 0.23%
0 0.23730643
1 0.24638064
2 0.7210757
22000
Epoch [1/10], Step [44/200], Loss: 1.8413, nRMSE: 0.24%
0 0.23465961
1 0.23571329
2 0.671547
22500
Epoch [1/10], Step [45/200], Loss: 1.5763, nRMSE: 0.23%
0 0.23733497
1 0.23162092
2 0.68609786
23000
Epoch [1/10], Step [46/200], Loss: 1.8711, nRMSE: 0.24%
0 0.2456206
1 0.24265406
2 0.6733695
23500
Epoch [1/10], Step [47/200], Loss: 1.6790, nRMSE: 0.25%
0 0.2294474
1 0.23852699
2 0.6516144
24000
Epoch [1/10], Step [48/200], Loss: 1.6652, nRMSE: 0.23%
0 0.24110131
1 0.25070664
2 0.69896287
24500
Epoch [1/10], Step [49/200], Loss: 1.6373, nRMSE: 0.24%
0 0.23483972
1 0.2508828
2 0.6207552
25000
Epoch [1/10], Step [50/200], Loss: 1.5437, nRMSE: 0.23%
0 0.23398383
1 0.23286863
2 0.6765848
25500
Epoch [1/10], Step [51/200], Loss: 1.5535, nRMSE: 0.23%
0 0.22292696
1 0.22477713
2 0.64310044
26000
Epoch [1/10], Step [52/200], Loss: 1.6018, nRMSE: 0.22%
0 0.21046121
1 0.2163096
2 0.60851556
26500
Epoch [1/10], Step [53/200], Loss: 1.3572, nRMSE: 0.21%
0 0.22896148
1 0.23712394
2 0.614732
27000
Epoch [1/10], Step [54/200], Loss: 1.4111, nRMSE: 0.23%
0 0.24249451
1 0.24727997
2 0.6424399
27500
Epoch [1/10], Step [55/200], Loss: 1.7250, nRMSE: 0.24%
0 0.23988737
1 0.24689268
2 0.6438089
28000
Epoch [1/10], Step [56/200], Loss: 1.5355, nRMSE: 0.24%
0 0.2388649
1 0.24167372
2 0.67348695
28500
Epoch [1/10], Step [57/200], Loss: 1.4805, nRMSE: 0.24%
0 0.19953479
1 0.2068544
2 0.61969
29000
Epoch [1/10], Step [58/200], Loss: 1.2925, nRMSE: 0.20%
0 0.21255635
1 0.20917171
2 0.6388477
29500
Epoch [1/10], Step [59/200], Loss: 1.3736, nRMSE: 0.21%
0 0.22421172
1 0.2226412
2 0.614169
30000
Epoch [1/10], Step [60/200], Loss: 1.3544, nRMSE: 0.22%
0 0.2193993
1 0.22257587
2 0.5860153
30500
Epoch [1/10], Step [61/200], Loss: 1.3937, nRMSE: 0.22%
0 0.20661785
1 0.20471837
2 0.5834796
31000
Epoch [1/10], Step [62/200], Loss: 1.2405, nRMSE: 0.21%
0 0.20044106
1 0.19954343
2 0.6102465
31500
Epoch [1/10], Step [63/200], Loss: 1.3211, nRMSE: 0.20%
0 0.19168381
1 0.18861665
2 0.59817934
32000
Epoch [1/10], Step [64/200], Loss: 1.1660, nRMSE: 0.19%
0 0.19545524
1 0.19565016
2 0.6154302
32500
Epoch [1/10], Step [65/200], Loss: 1.3539, nRMSE: 0.20%
0 0.19775516
1 0.19886562
2 0.5851849
33000
Epoch [1/10], Step [66/200], Loss: 1.2266, nRMSE: 0.20%
0 0.19859956
1 0.20102507
2 0.5744162
33500
Epoch [1/10], Step [67/200], Loss: 1.2749, nRMSE: 0.20%
0 0.19437993
1 0.18962872
2 0.6381777
34000
Epoch [1/10], Step [68/200], Loss: 1.4020, nRMSE: 0.19%
0 0.20536083
1 0.2047278
2 0.6128431
34500
Epoch [1/10], Step [69/200], Loss: 1.2660, nRMSE: 0.21%
0 0.19258831
1 0.19352494
2 0.5764068
35000
Epoch [1/10], Step [70/200], Loss: 1.2720, nRMSE: 0.19%
0 0.18136726
1 0.18168823
2 0.6077787
35500
Epoch [1/10], Step [71/200], Loss: 1.2583, nRMSE: 0.18%
0 0.18321298
1 0.18010338
2 0.5916032
36000
Epoch [1/10], Step [72/200], Loss: 1.1447, nRMSE: 0.18%
0 0.17707093
1 0.17572434
2 0.60119134
36500
Epoch [1/10], Step [73/200], Loss: 1.3107, nRMSE: 0.18%
0 0.18243618
1 0.18398415
2 0.59486985
37000
Epoch [1/10], Step [74/200], Loss: 1.1936, nRMSE: 0.18%
0 0.18815914
1 0.19765364
2 0.61013275
37500
Epoch [1/10], Step [75/200], Loss: 1.2616, nRMSE: 0.19%
0 0.18370077
1 0.18689694
2 0.6022864
38000
Epoch [1/10], Step [76/200], Loss: 1.3234, nRMSE: 0.18%
0 0.19849998
1 0.20129287
2 0.5939046
38500
Epoch [1/10], Step [77/200], Loss: 1.4307, nRMSE: 0.20%
0 0.18350278
1 0.18672252
2 0.5689263
39000
Epoch [1/10], Step [78/200], Loss: 1.3157, nRMSE: 0.18%
0 0.17506649
1 0.18029636
2 0.6297987
39500
Epoch [1/10], Step [79/200], Loss: 1.4254, nRMSE: 0.18%
0 0.18570551
1 0.18930328
2 0.5878295
40000
Epoch [1/10], Step [80/200], Loss: 1.1899, nRMSE: 0.19%
0 0.18430877
1 0.18820691
2 0.56231886
40500
Epoch [1/10], Step [81/200], Loss: 1.1784, nRMSE: 0.18%
0 0.19580503
1 0.19750476
2 0.63604736
41000
Epoch [1/10], Step [82/200], Loss: 1.4857, nRMSE: 0.20%
0 0.18320826
1 0.18395254
2 0.620191
41500
Epoch [1/10], Step [83/200], Loss: 1.3560, nRMSE: 0.18%
0 0.18408427
1 0.18655074
2 0.55863327
42000
Epoch [1/10], Step [84/200], Loss: 1.2049, nRMSE: 0.18%
0 0.1902624
1 0.18976584
2 0.5550003
42500
Epoch [1/10], Step [85/200], Loss: 1.1214, nRMSE: 0.19%
0 0.17503045
1 0.17813359
2 0.5449776
43000
Epoch [1/10], Step [86/200], Loss: 1.1496, nRMSE: 0.18%
0 0.18521889
1 0.18415247
2 0.5480735
43500
Epoch [1/10], Step [87/200], Loss: 1.0325, nRMSE: 0.19%
0 0.17225572
1 0.17824121
2 0.55304885
44000
Epoch [1/10], Step [88/200], Loss: 1.2218, nRMSE: 0.17%
0 0.184164
1 0.18510891
2 0.54231757
44500
Epoch [1/10], Step [89/200], Loss: 1.1147, nRMSE: 0.18%
0 0.176273
1 0.17458254
2 0.5600505
45000
Epoch [1/10], Step [90/200], Loss: 1.0020, nRMSE: 0.18%
0 0.17787363
1 0.18291642
2 0.5779622
45500
Epoch [1/10], Step [91/200], Loss: 1.1568, nRMSE: 0.18%
0 0.18032981
1 0.1863163
2 0.5097067
46000
Epoch [1/10], Step [92/200], Loss: 0.9038, nRMSE: 0.18%
0 0.17443761
1 0.17942856
2 0.51393825
46500
Epoch [1/10], Step [93/200], Loss: 0.9803, nRMSE: 0.17%
0 0.17282373
1 0.16883942
2 0.54632056
47000
Epoch [1/10], Step [94/200], Loss: 1.0720, nRMSE: 0.17%
0 0.17471142
1 0.17521974
2 0.562297
47500
Epoch [1/10], Step [95/200], Loss: 1.3005, nRMSE: 0.17%
0 0.16743197
1 0.17076981
2 0.5278758
48000
Epoch [1/10], Step [96/200], Loss: 1.0777, nRMSE: 0.17%
0 0.17806567
1 0.18266363
2 0.522396
48500
Epoch [1/10], Step [97/200], Loss: 1.0148, nRMSE: 0.18%
0 0.1693461
1 0.17137258
2 0.5100027
49000
Epoch [1/10], Step [98/200], Loss: 0.8788, nRMSE: 0.17%
0 0.17730871
1 0.17581691
2 0.5240903
49500
Epoch [1/10], Step [99/200], Loss: 0.8446, nRMSE: 0.18%
0 0.17866167
1 0.17404519
2 0.50967443
50000
Epoch [1/10], Step [100/200], Loss: 1.0253, nRMSE: 0.18%
0 0.16706093
1 0.17333055
2 0.5215491
50500
Epoch [1/10], Step [101/200], Loss: 0.9889, nRMSE: 0.17%
0 0.19442661
1 0.19956677
2 0.48796886
51000
Epoch [1/10], Step [102/200], Loss: 0.9096, nRMSE: 0.19%
0 0.18388839
1 0.19016299
2 0.5134012
51500
Epoch [1/10], Step [103/200], Loss: 0.8767, nRMSE: 0.18%
0 0.17279068
1 0.17360665
2 0.5312356
52000
Epoch [1/10], Step [104/200], Loss: 0.9944, nRMSE: 0.17%
0 0.16895081
1 0.17738901
2 0.52946216
52500
Epoch [1/10], Step [105/200], Loss: 0.9993, nRMSE: 0.17%
0 0.1741785
1 0.18094434
2 0.48529577
53000
Epoch [1/10], Step [106/200], Loss: 0.8632, nRMSE: 0.17%
0 0.17176543
1 0.18166055
2 0.47616956
53500
Epoch [1/10], Step [107/200], Loss: 0.8286, nRMSE: 0.17%
0 0.16772418
1 0.16797023
2 0.49806345
54000
Epoch [1/10], Step [108/200], Loss: 0.9297, nRMSE: 0.17%
0 0.1593713
1 0.16673921
2 0.47789997
54500
Epoch [1/10], Step [109/200], Loss: 0.8898, nRMSE: 0.16%
0 0.17459536
1 0.17872153
2 0.4890308
55000
Epoch [1/10], Step [110/200], Loss: 0.8223, nRMSE: 0.17%
0 0.16840367
1 0.17102493
2 0.48795035
55500
Epoch [1/10], Step [111/200], Loss: 0.8237, nRMSE: 0.17%
0 0.16940302
1 0.17553048
2 0.51458985
56000
Epoch [1/10], Step [112/200], Loss: 0.8851, nRMSE: 0.17%
0 0.16667078
1 0.17243168
2 0.49442625
56500
Epoch [1/10], Step [113/200], Loss: 0.8620, nRMSE: 0.17%
0 0.16942456
1 0.17462274
2 0.469528
57000
Epoch [1/10], Step [114/200], Loss: 0.8515, nRMSE: 0.17%
0 0.17323627
1 0.17897314
2 0.51892823
57500
Epoch [1/10], Step [115/200], Loss: 1.0785, nRMSE: 0.17%
0 0.15848431
1 0.16390988
2 0.47770688
58000
Epoch [1/10], Step [116/200], Loss: 0.8803, nRMSE: 0.16%
0 0.1810167
1 0.17838173
2 0.517244
58500
Epoch [1/10], Step [117/200], Loss: 0.9269, nRMSE: 0.18%
0 0.17338976
1 0.17456599
2 0.47376424
59000
Epoch [1/10], Step [118/200], Loss: 0.8203, nRMSE: 0.17%
0 0.17310263
1 0.17612267
2 0.4853479
59500
Epoch [1/10], Step [119/200], Loss: 0.8688, nRMSE: 0.17%
0 0.16690543
1 0.17055057
2 0.5117181
60000
Epoch [1/10], Step [120/200], Loss: 0.9858, nRMSE: 0.17%
0 0.16806509
1 0.16876738
2 0.459764
60500
Epoch [1/10], Step [121/200], Loss: 0.7774, nRMSE: 0.17%
0 0.16147019
1 0.16155735
2 0.44315267
61000
Epoch [1/10], Step [122/200], Loss: 0.7470, nRMSE: 0.16%
0 0.16870898
1 0.17630176
2 0.4919426
61500
Epoch [1/10], Step [123/200], Loss: 0.9123, nRMSE: 0.17%
0 0.16949387
1 0.17216228
2 0.46743417
62000
Epoch [1/10], Step [124/200], Loss: 0.7376, nRMSE: 0.17%
0 0.15829179
1 0.15918139
2 0.425048
62500
Epoch [1/10], Step [125/200], Loss: 0.7261, nRMSE: 0.16%
0 0.1467342
1 0.15120919
2 0.434139
63000
Epoch [1/10], Step [126/200], Loss: 0.6240, nRMSE: 0.15%
0 0.15700944
1 0.15867144
2 0.46231112
63500
Epoch [1/10], Step [127/200], Loss: 0.7271, nRMSE: 0.16%
0 0.16402923
1 0.16392024
2 0.44261646
64000
Epoch [1/10], Step [128/200], Loss: 0.6700, nRMSE: 0.16%
0 0.1689763
1 0.1745872
2 0.43412605
64500
Epoch [1/10], Step [129/200], Loss: 0.7036, nRMSE: 0.17%
0 0.17589411
1 0.17737329
2 0.47643098
65000
Epoch [1/10], Step [130/200], Loss: 0.8990, nRMSE: 0.18%
0 0.16296287
1 0.16378883
2 0.49671444
65500
Epoch [1/10], Step [131/200], Loss: 0.8706, nRMSE: 0.16%
0 0.15947732
1 0.15699683
2 0.4237195
66000
Epoch [1/10], Step [132/200], Loss: 0.6469, nRMSE: 0.16%
0 0.16775496
1 0.17000759
2 0.4399018
66500
Epoch [1/10], Step [133/200], Loss: 0.8382, nRMSE: 0.17%
0 0.15476501
1 0.1571182
2 0.4020087
67000
Epoch [1/10], Step [134/200], Loss: 0.6329, nRMSE: 0.15%
0 0.15909962
1 0.15960155
2 0.4275989
67500
Epoch [1/10], Step [135/200], Loss: 0.6668, nRMSE: 0.16%
0 0.15579611
1 0.15698536
2 0.46488768
68000
Epoch [1/10], Step [136/200], Loss: 0.8272, nRMSE: 0.16%
0 0.14640138
1 0.15673298
2 0.439304
68500
Epoch [1/10], Step [137/200], Loss: 0.7951, nRMSE: 0.15%
0 0.16792348
1 0.16992608
2 0.49162948
69000
Epoch [1/10], Step [138/200], Loss: 0.8426, nRMSE: 0.17%
0 0.1695784
1 0.17323318
2 0.45991373
69500
Epoch [1/10], Step [139/200], Loss: 0.7916, nRMSE: 0.17%
0 0.16832381
1 0.16817555
2 0.42487437
70000
Epoch [1/10], Step [140/200], Loss: 0.6305, nRMSE: 0.17%
0 0.16056725
1 0.16390914
2 0.43801358
70500
Epoch [1/10], Step [141/200], Loss: 0.6519, nRMSE: 0.16%
0 0.16983178
1 0.16798541
2 0.4046895
71000
Epoch [1/10], Step [142/200], Loss: 0.6753, nRMSE: 0.17%
0 0.15792419
1 0.15908743
2 0.4307119
71500
Epoch [1/10], Step [143/200], Loss: 0.6390, nRMSE: 0.16%
0 0.14873496
1 0.14996721
2 0.44390056
72000
Epoch [1/10], Step [144/200], Loss: 0.7991, nRMSE: 0.15%
0 0.16630214
1 0.16928367
2 0.4766693
72500
Epoch [1/10], Step [145/200], Loss: 0.7791, nRMSE: 0.17%
0 0.16087304
1 0.16583495
2 0.41245767
73000
Epoch [1/10], Step [146/200], Loss: 0.6998, nRMSE: 0.16%
0 0.15846391
1 0.16173476
2 0.43961838
73500
Epoch [1/10], Step [147/200], Loss: 0.7355, nRMSE: 0.16%
0 0.16227934
1 0.16187994
2 0.439639
74000
Epoch [1/10], Step [148/200], Loss: 0.7525, nRMSE: 0.16%
0 0.16593423
1 0.17488118
2 0.4697762
74500
Epoch [1/10], Step [149/200], Loss: 0.7653, nRMSE: 0.17%
0 0.16902016
1 0.1712839
2 0.46475753
75000
Epoch [1/10], Step [150/200], Loss: 0.8386, nRMSE: 0.17%
0 0.1556929
1 0.15268093
2 0.43679774
75500
Epoch [1/10], Step [151/200], Loss: 0.7194, nRMSE: 0.16%
0 0.16365337
1 0.16453941
2 0.40789643
76000
Epoch [1/10], Step [152/200], Loss: 0.5941, nRMSE: 0.16%
0 0.16786546
1 0.17016448
2 0.4028548
76500
Epoch [1/10], Step [153/200], Loss: 0.6255, nRMSE: 0.17%
0 0.15890604
1 0.15938158
2 0.4326309
77000
Epoch [1/10], Step [154/200], Loss: 0.7027, nRMSE: 0.16%
0 0.1516594
1 0.15408072
2 0.43528533
77500
Epoch [1/10], Step [155/200], Loss: 0.6088, nRMSE: 0.15%
0 0.17081724
1 0.17344984
2 0.44007352
78000
Epoch [1/10], Step [156/200], Loss: 0.7654, nRMSE: 0.17%
0 0.16530117
1 0.1675341
2 0.4203848
78500
Epoch [1/10], Step [157/200], Loss: 0.7329, nRMSE: 0.17%
0 0.15927723
1 0.161446
2 0.44307306
79000
Epoch [1/10], Step [158/200], Loss: 0.7192, nRMSE: 0.16%
0 0.15483814
1 0.15822178
2 0.41589704
79500
Epoch [1/10], Step [159/200], Loss: 0.6532, nRMSE: 0.15%
0 0.16619909
1 0.17198473
2 0.46777946
80000
Epoch [1/10], Step [160/200], Loss: 0.7844, nRMSE: 0.17%
0 0.16599302
1 0.16321415
2 0.415093
80500
Epoch [1/10], Step [161/200], Loss: 0.6923, nRMSE: 0.17%
0 0.15515532
1 0.16117787
2 0.4522305
81000
Epoch [1/10], Step [162/200], Loss: 0.7444, nRMSE: 0.16%
0 0.16341516
1 0.1636894
2 0.44110334
81500
Epoch [1/10], Step [163/200], Loss: 0.7184, nRMSE: 0.16%
0 0.15179764
1 0.1528653
2 0.44496533
82000
Epoch [1/10], Step [164/200], Loss: 0.7518, nRMSE: 0.15%
0 0.15906684
1 0.16124952
2 0.42691767
82500
Epoch [1/10], Step [165/200], Loss: 0.6757, nRMSE: 0.16%
0 0.14613286
1 0.14813949
2 0.38971043
83000
Epoch [1/10], Step [166/200], Loss: 0.5876, nRMSE: 0.15%
0 0.15917608
1 0.16332978
2 0.4325612
83500
Epoch [1/10], Step [167/200], Loss: 0.7534, nRMSE: 0.16%
0 0.14573476
1 0.14706522
2 0.4337204
84000
Epoch [1/10], Step [168/200], Loss: 0.6916, nRMSE: 0.15%
0 0.14636435
1 0.15054888
2 0.4623566
84500
Epoch [1/10], Step [169/200], Loss: 0.7856, nRMSE: 0.15%
0 0.15272701
1 0.15682214
2 0.43244618
85000
Epoch [1/10], Step [170/200], Loss: 0.6643, nRMSE: 0.15%
0 0.16030434
1 0.16021012
2 0.36451995
85500
Epoch [1/10], Step [171/200], Loss: 0.5346, nRMSE: 0.16%
0 0.15236025
1 0.15287617
2 0.4200732
86000
Epoch [1/10], Step [172/200], Loss: 0.7066, nRMSE: 0.15%
0 0.14614946
1 0.14920174
2 0.41143444
86500
Epoch [1/10], Step [173/200], Loss: 0.6690, nRMSE: 0.15%
0 0.15228838
1 0.15164137
2 0.40938574
87000
Epoch [1/10], Step [174/200], Loss: 0.6397, nRMSE: 0.15%
0 0.15557659
1 0.15645741
2 0.44184086
87500
Epoch [1/10], Step [175/200], Loss: 0.6944, nRMSE: 0.16%
0 0.15079562
1 0.15434799
2 0.45995915
88000
Epoch [1/10], Step [176/200], Loss: 0.7056, nRMSE: 0.15%
0 0.15432155
1 0.14961785
2 0.41768458
88500
Epoch [1/10], Step [177/200], Loss: 0.6340, nRMSE: 0.15%
0 0.15335187
1 0.15468056
2 0.41955885
89000
Epoch [1/10], Step [178/200], Loss: 0.6904, nRMSE: 0.15%
0 0.14936276
1 0.15176009
2 0.4295079
89500
Epoch [1/10], Step [179/200], Loss: 0.6956, nRMSE: 0.15%
0 0.15460093
1 0.157653
2 0.4269825
90000
Epoch [1/10], Step [180/200], Loss: 0.7319, nRMSE: 0.15%
0 0.15464833
1 0.1519681
2 0.4331163
90500
Epoch [1/10], Step [181/200], Loss: 0.5965, nRMSE: 0.15%
0 0.15360504
1 0.15606143
2 0.38297188
91000
Epoch [1/10], Step [182/200], Loss: 0.4899, nRMSE: 0.15%
0 0.15230599
1 0.15515411
2 0.4357933
91500
Epoch [1/10], Step [183/200], Loss: 0.6302, nRMSE: 0.15%
0 0.1553271
1 0.16244611
2 0.40977854
92000
Epoch [1/10], Step [184/200], Loss: 0.6164, nRMSE: 0.16%
0 0.14889666
1 0.15548089
2 0.39950335
92500
Epoch [1/10], Step [185/200], Loss: 0.6403, nRMSE: 0.15%
0 0.14453739
1 0.14846204
2 0.42956132
93000
Epoch [1/10], Step [186/200], Loss: 0.6447, nRMSE: 0.14%
0 0.14952485
1 0.15676245
2 0.36710262
93500
Epoch [1/10], Step [187/200], Loss: 0.5240, nRMSE: 0.15%
0 0.15203619
1 0.15216202
2 0.4095872
94000
Epoch [1/10], Step [188/200], Loss: 0.5689, nRMSE: 0.15%
0 0.14997208
1 0.15130241
2 0.35383692
94500
Epoch [1/10], Step [189/200], Loss: 0.4847, nRMSE: 0.15%
0 0.15865831
1 0.1622418
2 0.39134517
95000
Epoch [1/10], Step [190/200], Loss: 0.5561, nRMSE: 0.16%
0 0.14933692
1 0.15379976
2 0.39505625
95500
Epoch [1/10], Step [191/200], Loss: 0.6110, nRMSE: 0.15%
0 0.1588027
1 0.16155285
2 0.40077242
96000
Epoch [1/10], Step [192/200], Loss: 0.5430, nRMSE: 0.16%
0 0.1453263
1 0.15000851
2 0.37916425
96500
Epoch [1/10], Step [193/200], Loss: 0.5189, nRMSE: 0.15%
0 0.15790302
1 0.15832351
2 0.43922496
97000
Epoch [1/10], Step [194/200], Loss: 0.6811, nRMSE: 0.16%
0 0.16455825
1 0.16209085
2 0.37464938
97500
Epoch [1/10], Step [195/200], Loss: 0.5382, nRMSE: 0.16%
0 0.16498548
1 0.16043374
2 0.4150882
98000
Epoch [1/10], Step [196/200], Loss: 0.6393, nRMSE: 0.16%
0 0.15609191
1 0.15649237
2 0.40245667
98500
Epoch [1/10], Step [197/200], Loss: 0.5878, nRMSE: 0.16%
0 0.14298487
1 0.14618546
2 0.4200527
99000
Epoch [1/10], Step [198/200], Loss: 0.5668, nRMSE: 0.14%
0 0.14934279
1 0.1491743
2 0.34668314
99500
Epoch [1/10], Step [199/200], Loss: 0.4232, nRMSE: 0.15%
TEST PHASE
[0.1393952  0.13945256 0.30245185]
0 0.13939524
1 0.13945256
2 0.30245185
0 0.15883523
1 0.16135329
2 0.35701954
0
Epoch [2/10], Step [0/200], Loss: 0.4445, nRMSE: 0.16%
0 0.15341464
1 0.1483085
2 0.38971043
500
Epoch [2/10], Step [1/200], Loss: 0.6914, nRMSE: 0.15%
0 0.1512996
1 0.15290003
2 0.36736915
1000
Epoch [2/10], Step [2/200], Loss: 0.5444, nRMSE: 0.15%
0 0.1459517
1 0.148006
2 0.36700118
1500
Epoch [2/10], Step [3/200], Loss: 0.5160, nRMSE: 0.15%
0 0.15702136
1 0.16067858
2 0.38415056
2000
Epoch [2/10], Step [4/200], Loss: 0.5823, nRMSE: 0.16%
0 0.1539441
1 0.15500128
2 0.34916845
2500
Epoch [2/10], Step [5/200], Loss: 0.4634, nRMSE: 0.15%
0 0.1514711
1 0.15432431
2 0.3718819
3000
Epoch [2/10], Step [6/200], Loss: 0.4979, nRMSE: 0.15%
0 0.15325631
1 0.1555617
2 0.4367872
3500
Epoch [2/10], Step [7/200], Loss: 0.6432, nRMSE: 0.15%
0 0.14614989
1 0.15230152
2 0.37373617
4000
Epoch [2/10], Step [8/200], Loss: 0.5251, nRMSE: 0.15%
0 0.14075464
1 0.14250413
2 0.3825833
4500
Epoch [2/10], Step [9/200], Loss: 0.5757, nRMSE: 0.14%
0 0.14449735
1 0.14459133
2 0.36257157
5000
Epoch [2/10], Step [10/200], Loss: 0.4753, nRMSE: 0.14%
0 0.14699669
1 0.15078677
2 0.36582413
5500
Epoch [2/10], Step [11/200], Loss: 0.4791, nRMSE: 0.15%
0 0.14813007
1 0.15296851
2 0.37309456
6000
Epoch [2/10], Step [12/200], Loss: 0.5499, nRMSE: 0.15%
0 0.15761533
1 0.16682297
2 0.40737313
6500
Epoch [2/10], Step [13/200], Loss: 0.6458, nRMSE: 0.16%
0 0.14949574
1 0.14769225
2 0.38595775
7000
Epoch [2/10], Step [14/200], Loss: 0.5173, nRMSE: 0.15%
0 0.14770561
1 0.15179342
2 0.41447234
7500
Epoch [2/10], Step [15/200], Loss: 0.6305, nRMSE: 0.15%
0 0.15480256
1 0.1546561
2 0.37254632
8000
Epoch [2/10], Step [16/200], Loss: 0.5518, nRMSE: 0.15%
0 0.15791036
1 0.1583116
2 0.39608335
8500
Epoch [2/10], Step [17/200], Loss: 0.5993, nRMSE: 0.16%
0 0.14459394
1 0.15003732
2 0.3979924
9000
Epoch [2/10], Step [18/200], Loss: 0.6063, nRMSE: 0.14%
0 0.15770003
1 0.15704557
2 0.34436274
9500
Epoch [2/10], Step [19/200], Loss: 0.4231, nRMSE: 0.16%
0 0.15289599
1 0.15253112
2 0.36188787
10000
Epoch [2/10], Step [20/200], Loss: 0.4504, nRMSE: 0.15%
0 0.15648857
1 0.15990284
2 0.3281023
10500
Epoch [2/10], Step [21/200], Loss: 0.3998, nRMSE: 0.16%
0 0.14814207
1 0.15004778
2 0.34842476
11000
Epoch [2/10], Step [22/200], Loss: 0.4498, nRMSE: 0.15%
0 0.1454291
1 0.14834552
2 0.3785176
11500
Epoch [2/10], Step [23/200], Loss: 0.5257, nRMSE: 0.15%
0 0.14775842
1 0.14809261
2 0.3695247
12000
Epoch [2/10], Step [24/200], Loss: 0.5596, nRMSE: 0.15%
0 0.1580822
1 0.15826721
2 0.32382464
12500
Epoch [2/10], Step [25/200], Loss: 0.3834, nRMSE: 0.16%
0 0.1393915
1 0.14060345
2 0.32090688
13000
Epoch [2/10], Step [26/200], Loss: 0.3840, nRMSE: 0.14%
0 0.13787845
1 0.14520355
2 0.34613264
13500
Epoch [2/10], Step [27/200], Loss: 0.4232, nRMSE: 0.14%
0 0.14482479
1 0.14696088
2 0.3437705
14000
Epoch [2/10], Step [28/200], Loss: 0.4514, nRMSE: 0.14%
0 0.14744826
1 0.14995101
2 0.34128803
14500
Epoch [2/10], Step [29/200], Loss: 0.4453, nRMSE: 0.15%
0 0.1434503
1 0.14794625
2 0.34641084
15000
Epoch [2/10], Step [30/200], Loss: 0.5172, nRMSE: 0.14%
0 0.14781472
1 0.15193786
2 0.34921667
15500
Epoch [2/10], Step [31/200], Loss: 0.4788, nRMSE: 0.15%
0 0.14524935
1 0.14678206
2 0.36581075
16000
Epoch [2/10], Step [32/200], Loss: 0.4868, nRMSE: 0.15%
0 0.14237809
1 0.14209576
2 0.3262949
16500
Epoch [2/10], Step [33/200], Loss: 0.4087, nRMSE: 0.14%
0 0.141913
1 0.14167188
2 0.34684986
17000
Epoch [2/10], Step [34/200], Loss: 0.4460, nRMSE: 0.14%
0 0.14828032
1 0.14819436
2 0.35367584
17500
Epoch [2/10], Step [35/200], Loss: 0.5022, nRMSE: 0.15%
0 0.14662264
1 0.14925818
2 0.34398896
18000
Epoch [2/10], Step [36/200], Loss: 0.4181, nRMSE: 0.15%
0 0.13809608
1 0.14249828
2 0.39074534
18500
Epoch [2/10], Step [37/200], Loss: 0.5717, nRMSE: 0.14%
0 0.13609953
1 0.14161131
2 0.3727597
19000
Epoch [2/10], Step [38/200], Loss: 0.4569, nRMSE: 0.14%
0 0.1446572
1 0.15071636
2 0.3402752
19500
Epoch [2/10], Step [39/200], Loss: 0.4044, nRMSE: 0.14%
0 0.15228218
1 0.15384729
2 0.33657038
20000
Epoch [2/10], Step [40/200], Loss: 0.4414, nRMSE: 0.15%
0 0.15495215
1 0.16008686
2 0.35528228
20500
Epoch [2/10], Step [41/200], Loss: 0.4999, nRMSE: 0.15%
0 0.15164588
1 0.15282618
2 0.35623208
21000
Epoch [2/10], Step [42/200], Loss: 0.4633, nRMSE: 0.15%
0 0.14743713
1 0.14648034
2 0.3973533
21500
Epoch [2/10], Step [43/200], Loss: 0.5876, nRMSE: 0.15%
0 0.14864889
1 0.15206462
2 0.38299215
22000
Epoch [2/10], Step [44/200], Loss: 0.5320, nRMSE: 0.15%
0 0.14075567
1 0.1489146
2 0.37336624
22500
Epoch [2/10], Step [45/200], Loss: 0.4954, nRMSE: 0.14%
0 0.154761
1 0.15788932
2 0.41119856
23000
Epoch [2/10], Step [46/200], Loss: 0.6813, nRMSE: 0.15%
0 0.15167055
1 0.14957662
2 0.34317765
23500
Epoch [2/10], Step [47/200], Loss: 0.4508, nRMSE: 0.15%
0 0.1589008
1 0.1623859
2 0.32065427
24000
Epoch [2/10], Step [48/200], Loss: 0.4289, nRMSE: 0.16%
0 0.1631751
1 0.166411
2 0.4009428
24500
Epoch [2/10], Step [49/200], Loss: 0.5531, nRMSE: 0.16%
0 0.1542172
1 0.1570543
2 0.33246028
25000
Epoch [2/10], Step [50/200], Loss: 0.4566, nRMSE: 0.15%
0 0.14898078
1 0.14665334
2 0.39147633
25500
Epoch [2/10], Step [51/200], Loss: 0.5273, nRMSE: 0.15%
0 0.15843557
1 0.164939
2 0.3318584
26000
Epoch [2/10], Step [52/200], Loss: 0.4515, nRMSE: 0.16%
0 0.15852879
1 0.15734681
2 0.35960457
26500
Epoch [2/10], Step [53/200], Loss: 0.4928, nRMSE: 0.16%
0 0.16189037
1 0.16370662
2 0.35949284
27000
Epoch [2/10], Step [54/200], Loss: 0.4979, nRMSE: 0.16%
0 0.15324034
1 0.15453242
2 0.34835008
27500
Epoch [2/10], Step [55/200], Loss: 0.5196, nRMSE: 0.15%
0 0.15674466
1 0.15769401
2 0.33678788
28000
Epoch [2/10], Step [56/200], Loss: 0.4371, nRMSE: 0.16%
0 0.16004227
1 0.15573443
2 0.37329653
28500
Epoch [2/10], Step [57/200], Loss: 0.4697, nRMSE: 0.16%
0 0.16537045
1 0.1626699
2 0.36091223
29000
Epoch [2/10], Step [58/200], Loss: 0.4653, nRMSE: 0.17%
0 0.16546117
1 0.16384132
2 0.3726549
29500
Epoch [2/10], Step [59/200], Loss: 0.4905, nRMSE: 0.17%
0 0.15379362
1 0.15608214
2 0.37386906
30000
Epoch [2/10], Step [60/200], Loss: 0.5130, nRMSE: 0.15%
0 0.14488393
1 0.14407362
2 0.34043014
30500
Epoch [2/10], Step [61/200], Loss: 0.4792, nRMSE: 0.14%
0 0.14090773
1 0.14346746
2 0.3245027
31000
Epoch [2/10], Step [62/200], Loss: 0.3993, nRMSE: 0.14%
0 0.16260503
1 0.16014567
2 0.37571386
31500
Epoch [2/10], Step [63/200], Loss: 0.5253, nRMSE: 0.16%
0 0.16510065
1 0.16543393
2 0.3099366
32000
Epoch [2/10], Step [64/200], Loss: 0.3515, nRMSE: 0.17%
0 0.15357234
1 0.16076542
2 0.35272896
32500
Epoch [2/10], Step [65/200], Loss: 0.4692, nRMSE: 0.15%
0 0.14315265
1 0.14913946
2 0.33303288
33000
Epoch [2/10], Step [66/200], Loss: 0.4155, nRMSE: 0.14%
0 0.14464161
1 0.14386988
2 0.32075801
33500
Epoch [2/10], Step [67/200], Loss: 0.4152, nRMSE: 0.14%
0 0.15077734
1 0.154805
2 0.35346836
34000
Epoch [2/10], Step [68/200], Loss: 0.4550, nRMSE: 0.15%
0 0.1817772
1 0.18271583
2 0.36541888
34500
Epoch [2/10], Step [69/200], Loss: 0.4842, nRMSE: 0.18%
0 0.17196445
1 0.17557776
2 0.33660156
35000
Epoch [2/10], Step [70/200], Loss: 0.4692, nRMSE: 0.17%
0 0.14484333
1 0.14251429
2 0.31992355
35500
Epoch [2/10], Step [71/200], Loss: 0.3722, nRMSE: 0.14%
0 0.1463709
1 0.14338419
2 0.3277031
36000
Epoch [2/10], Step [72/200], Loss: 0.3728, nRMSE: 0.15%
0 0.15690541
1 0.15781017
2 0.33197966
36500
Epoch [2/10], Step [73/200], Loss: 0.4329, nRMSE: 0.16%
0 0.16099232
1 0.16595757
2 0.32812053
37000
Epoch [2/10], Step [74/200], Loss: 0.3979, nRMSE: 0.16%
0 0.1530019
1 0.15341707
2 0.3305615
37500
Epoch [2/10], Step [75/200], Loss: 0.3955, nRMSE: 0.15%
0 0.14230835
1 0.14608966
2 0.31136346
38000
Epoch [2/10], Step [76/200], Loss: 0.3772, nRMSE: 0.14%
0 0.14836721
1 0.1494231
2 0.35920924
38500
Epoch [2/10], Step [77/200], Loss: 0.5375, nRMSE: 0.15%
0 0.1587155
1 0.15756114
2 0.32048002
39000
Epoch [2/10], Step [78/200], Loss: 0.4444, nRMSE: 0.16%
0 0.14180602
1 0.1443566
2 0.3479293
39500
Epoch [2/10], Step [79/200], Loss: 0.4573, nRMSE: 0.14%
0 0.14185019
1 0.14442183
2 0.3369559
40000
Epoch [2/10], Step [80/200], Loss: 0.4081, nRMSE: 0.14%
0 0.15020086
1 0.1529228
2 0.35064405
40500
Epoch [2/10], Step [81/200], Loss: 0.4769, nRMSE: 0.15%
0 0.14499806
1 0.14002047
2 0.36583188
41000
Epoch [2/10], Step [82/200], Loss: 0.5063, nRMSE: 0.14%
0 0.13584372
1 0.14011174
2 0.30748922
41500
Epoch [2/10], Step [83/200], Loss: 0.3559, nRMSE: 0.14%
0 0.14398949
1 0.14483409
2 0.3417216
42000
Epoch [2/10], Step [84/200], Loss: 0.4667, nRMSE: 0.14%
0 0.15022375
1 0.14992994
2 0.3240715
42500
Epoch [2/10], Step [85/200], Loss: 0.4037, nRMSE: 0.15%
0 0.13907528
1 0.13764802
2 0.30277526
43000
Epoch [2/10], Step [86/200], Loss: 0.3744, nRMSE: 0.14%
0 0.13932823
1 0.14099497
2 0.2921469
43500
Epoch [2/10], Step [87/200], Loss: 0.3156, nRMSE: 0.14%
0 0.1459642
1 0.14916568
2 0.3490448
44000
Epoch [2/10], Step [88/200], Loss: 0.5076, nRMSE: 0.15%
0 0.138476
1 0.13886812
2 0.32519925
44500
Epoch [2/10], Step [89/200], Loss: 0.4146, nRMSE: 0.14%
0 0.14328985
1 0.14204873
2 0.35395595
45000
Epoch [2/10], Step [90/200], Loss: 0.4174, nRMSE: 0.14%
0 0.1389126
1 0.14133723
2 0.3264048
45500
Epoch [2/10], Step [91/200], Loss: 0.3877, nRMSE: 0.14%
0 0.1432295
1 0.14381525
2 0.29643056
46000
Epoch [2/10], Step [92/200], Loss: 0.3238, nRMSE: 0.14%
0 0.13667555
1 0.13414039
2 0.31364152
46500
Epoch [2/10], Step [93/200], Loss: 0.3801, nRMSE: 0.14%
0 0.14605461
1 0.14492713
2 0.31488487
47000
Epoch [2/10], Step [94/200], Loss: 0.3795, nRMSE: 0.15%
0 0.1461707
1 0.143585
2 0.39301944
47500
Epoch [2/10], Step [95/200], Loss: 0.6471, nRMSE: 0.15%
0 0.14432418
1 0.14608355
2 0.31393412
48000
Epoch [2/10], Step [96/200], Loss: 0.4018, nRMSE: 0.14%
0 0.14523613
1 0.14908801
2 0.27932534
48500
Epoch [2/10], Step [97/200], Loss: 0.3157, nRMSE: 0.15%
0 0.13949561
1 0.13681415
2 0.32432377
49000
Epoch [2/10], Step [98/200], Loss: 0.3706, nRMSE: 0.14%
0 0.13655716
1 0.1378647
2 0.36009264
49500
Epoch [2/10], Step [99/200], Loss: 0.4075, nRMSE: 0.14%
0 0.13883209
1 0.13896573
2 0.29866493
50000
Epoch [2/10], Step [100/200], Loss: 0.3688, nRMSE: 0.14%
0 0.1452664
1 0.14438452
2 0.3348955
50500
Epoch [2/10], Step [101/200], Loss: 0.4268, nRMSE: 0.15%
0 0.15225379
1 0.15686561
2 0.29927427
51000
Epoch [2/10], Step [102/200], Loss: 0.3611, nRMSE: 0.15%
0 0.13762273
1 0.13925946
2 0.2840857
51500
Epoch [2/10], Step [103/200], Loss: 0.2860, nRMSE: 0.14%
0 0.13343413
1 0.13491441
2 0.3045734
52000
Epoch [2/10], Step [104/200], Loss: 0.3431, nRMSE: 0.13%
0 0.14089423
1 0.14109795
2 0.34433255
52500
Epoch [2/10], Step [105/200], Loss: 0.4375, nRMSE: 0.14%
0 0.13895811
1 0.13623163
2 0.28142053
53000
Epoch [2/10], Step [106/200], Loss: 0.3073, nRMSE: 0.14%
0 0.13692755
1 0.13899417
2 0.28160107
53500
Epoch [2/10], Step [107/200], Loss: 0.3061, nRMSE: 0.14%
0 0.13796203
1 0.14193383
2 0.30089736
54000
Epoch [2/10], Step [108/200], Loss: 0.3589, nRMSE: 0.14%
0 0.14009942
1 0.14230505
2 0.2861406
54500
Epoch [2/10], Step [109/200], Loss: 0.3398, nRMSE: 0.14%
0 0.13607515
1 0.14286588
2 0.3155924
55000
Epoch [2/10], Step [110/200], Loss: 0.3562, nRMSE: 0.14%
0 0.13937958
1 0.14185081
2 0.29177725
55500
Epoch [2/10], Step [111/200], Loss: 0.3137, nRMSE: 0.14%
0 0.14195523
1 0.14324912
2 0.31255224
56000
Epoch [2/10], Step [112/200], Loss: 0.3452, nRMSE: 0.14%
0 0.14071909
1 0.13814394
2 0.31499052
56500
Epoch [2/10], Step [113/200], Loss: 0.3661, nRMSE: 0.14%
0 0.13578041
1 0.137736
2 0.30184245
57000
Epoch [2/10], Step [114/200], Loss: 0.3650, nRMSE: 0.14%
0 0.14638413
1 0.14277941
2 0.31701264
57500
Epoch [2/10], Step [115/200], Loss: 0.4199, nRMSE: 0.15%
0 0.13253693
1 0.1387251
2 0.2909813
58000
Epoch [2/10], Step [116/200], Loss: 0.3449, nRMSE: 0.13%
0 0.14830913
1 0.14917408
2 0.29756558
58500
Epoch [2/10], Step [117/200], Loss: 0.3292, nRMSE: 0.15%
0 0.1359449
1 0.13945356
2 0.27662843
59000
Epoch [2/10], Step [118/200], Loss: 0.2968, nRMSE: 0.14%
0 0.13897476
1 0.13960785
2 0.28733417
59500
Epoch [2/10], Step [119/200], Loss: 0.3232, nRMSE: 0.14%
0 0.15021348
1 0.15313238
2 0.30993077
60000
Epoch [2/10], Step [120/200], Loss: 0.3869, nRMSE: 0.15%
0 0.13623147
1 0.1387825
2 0.27436647
60500
Epoch [2/10], Step [121/200], Loss: 0.2945, nRMSE: 0.14%
0 0.13285135
1 0.13500796
2 0.28701013
61000
Epoch [2/10], Step [122/200], Loss: 0.3281, nRMSE: 0.13%
0 0.14833026
1 0.14597802
2 0.32999745
61500
Epoch [2/10], Step [123/200], Loss: 0.4274, nRMSE: 0.15%
0 0.14012496
1 0.14361379
2 0.3239086
62000
Epoch [2/10], Step [124/200], Loss: 0.3666, nRMSE: 0.14%
0 0.13476458
1 0.13925968
2 0.28714728
62500
Epoch [2/10], Step [125/200], Loss: 0.3464, nRMSE: 0.13%
0 0.14079994
1 0.13910572
2 0.23342824
63000
Epoch [2/10], Step [126/200], Loss: 0.2079, nRMSE: 0.14%
0 0.13655062
1 0.13620321
2 0.2816792
63500
Epoch [2/10], Step [127/200], Loss: 0.2894, nRMSE: 0.14%
0 0.14551626
1 0.14520976
2 0.28248549
64000
Epoch [2/10], Step [128/200], Loss: 0.2942, nRMSE: 0.15%
0 0.14052457
1 0.1429528
2 0.30545175
64500
Epoch [2/10], Step [129/200], Loss: 0.3590, nRMSE: 0.14%
0 0.15307105
1 0.1524927
2 0.2959628
65000
Epoch [2/10], Step [130/200], Loss: 0.3686, nRMSE: 0.15%
0 0.14881282
1 0.14633845
2 0.28790444
65500
Epoch [2/10], Step [131/200], Loss: 0.3185, nRMSE: 0.15%
0 0.14765033
1 0.14871079
2 0.2878564
66000
Epoch [2/10], Step [132/200], Loss: 0.3191, nRMSE: 0.15%
0 0.14865614
1 0.14982353
2 0.31491333
66500
Epoch [2/10], Step [133/200], Loss: 0.4445, nRMSE: 0.15%
0 0.1424792
1 0.14036228
2 0.28488928
67000
Epoch [2/10], Step [134/200], Loss: 0.3335, nRMSE: 0.14%
0 0.14673789
1 0.14640114
2 0.3139374
67500
Epoch [2/10], Step [135/200], Loss: 0.3753, nRMSE: 0.15%
0 0.13744722
1 0.13605914
2 0.33140457
68000
Epoch [2/10], Step [136/200], Loss: 0.4331, nRMSE: 0.14%
0 0.13531661
1 0.13510701
2 0.27100572
68500
Epoch [2/10], Step [137/200], Loss: 0.3228, nRMSE: 0.14%
0 0.15065682
1 0.15208052
2 0.31208256
69000
Epoch [2/10], Step [138/200], Loss: 0.3615, nRMSE: 0.15%
0 0.14726657
1 0.14726958
2 0.31806767
69500
Epoch [2/10], Step [139/200], Loss: 0.3933, nRMSE: 0.15%
0 0.13864857
1 0.14034833
2 0.26369193
70000
Epoch [2/10], Step [140/200], Loss: 0.2607, nRMSE: 0.14%
0 0.13216859
1 0.13263859
2 0.2993608
70500
Epoch [2/10], Step [141/200], Loss: 0.3156, nRMSE: 0.13%
0 0.14546597
1 0.14627412
2 0.26002485
71000
Epoch [2/10], Step [142/200], Loss: 0.2986, nRMSE: 0.15%
0 0.13741875
1 0.13420077
2 0.28547093
71500
Epoch [2/10], Step [143/200], Loss: 0.2965, nRMSE: 0.14%
0 0.138895
1 0.13850081
2 0.30090773
72000
Epoch [2/10], Step [144/200], Loss: 0.3860, nRMSE: 0.14%
0 0.13219357
1 0.13090199
2 0.33060253
72500
Epoch [2/10], Step [145/200], Loss: 0.3825, nRMSE: 0.13%
0 0.13057405
1 0.13281369
2 0.2381744
73000
Epoch [2/10], Step [146/200], Loss: 0.2508, nRMSE: 0.13%
0 0.14145869
1 0.14416875
2 0.30256155
73500
Epoch [2/10], Step [147/200], Loss: 0.3649, nRMSE: 0.14%
0 0.14113966
1 0.14055766
2 0.25832617
74000
Epoch [2/10], Step [148/200], Loss: 0.2824, nRMSE: 0.14%
0 0.14290336
1 0.14484735
2 0.30449805
74500
Epoch [2/10], Step [149/200], Loss: 0.3388, nRMSE: 0.14%
0 0.14529645
1 0.14892517
2 0.30064848
75000
Epoch [2/10], Step [150/200], Loss: 0.3699, nRMSE: 0.15%
0 0.1362513
1 0.13534924
2 0.31118965
75500
Epoch [2/10], Step [151/200], Loss: 0.3784, nRMSE: 0.14%
0 0.13356999
1 0.13397224
2 0.25841853
76000
Epoch [2/10], Step [152/200], Loss: 0.2533, nRMSE: 0.13%
0 0.13891955
1 0.14041246
2 0.24645017
76500
Epoch [2/10], Step [153/200], Loss: 0.2516, nRMSE: 0.14%
0 0.13504928
1 0.13752337
2 0.29218626
77000
Epoch [2/10], Step [154/200], Loss: 0.3349, nRMSE: 0.14%
0 0.12918714
1 0.13719164
2 0.3003269
77500
Epoch [2/10], Step [155/200], Loss: 0.3037, nRMSE: 0.13%
0 0.14476497
1 0.1461095
2 0.3085172
78000
Epoch [2/10], Step [156/200], Loss: 0.3888, nRMSE: 0.14%
0 0.13915598
1 0.14204012
2 0.29367122
78500
Epoch [2/10], Step [157/200], Loss: 0.3701, nRMSE: 0.14%
0 0.13932337
1 0.13551587
2 0.27938753
79000
Epoch [2/10], Step [158/200], Loss: 0.3026, nRMSE: 0.14%
0 0.13447535
1 0.1360034
2 0.29838085
79500
Epoch [2/10], Step [159/200], Loss: 0.3475, nRMSE: 0.13%
0 0.14169158
1 0.1467697
2 0.28611124
80000
Epoch [2/10], Step [160/200], Loss: 0.3138, nRMSE: 0.14%
0 0.13450228
1 0.13590916
2 0.2706052
80500
Epoch [2/10], Step [161/200], Loss: 0.3077, nRMSE: 0.13%
0 0.14423649
1 0.14264537
2 0.28963494
81000
Epoch [2/10], Step [162/200], Loss: 0.3264, nRMSE: 0.14%
0 0.13874643
1 0.1407082
2 0.31010708
81500
Epoch [2/10], Step [163/200], Loss: 0.3677, nRMSE: 0.14%
0 0.13392827
1 0.13356954
2 0.31229788
82000
Epoch [2/10], Step [164/200], Loss: 0.3834, nRMSE: 0.13%
0 0.1428587
1 0.14575954
2 0.2539796
82500
Epoch [2/10], Step [165/200], Loss: 0.2619, nRMSE: 0.14%
0 0.13119456
1 0.13219656
2 0.26739553
83000
Epoch [2/10], Step [166/200], Loss: 0.2911, nRMSE: 0.13%
0 0.14238742
1 0.14355808
2 0.30291507
83500
Epoch [2/10], Step [167/200], Loss: 0.3846, nRMSE: 0.14%
0 0.123780385
1 0.12523529
2 0.2963686
84000
Epoch [2/10], Step [168/200], Loss: 0.3344, nRMSE: 0.12%
0 0.13494624
1 0.13277504
2 0.28474954
84500
Epoch [2/10], Step [169/200], Loss: 0.3188, nRMSE: 0.13%
0 0.13336861
1 0.13860399
2 0.3236378
85000
Epoch [2/10], Step [170/200], Loss: 0.3830, nRMSE: 0.13%
0 0.13919978
1 0.14309208
2 0.2650678
85500
Epoch [2/10], Step [171/200], Loss: 0.2965, nRMSE: 0.14%
0 0.12369506
1 0.12960182
2 0.2512648
86000
Epoch [2/10], Step [172/200], Loss: 0.2689, nRMSE: 0.12%
0 0.12692167
1 0.13285585
2 0.2956982
86500
Epoch [2/10], Step [173/200], Loss: 0.3574, nRMSE: 0.13%
0 0.13253567
1 0.13089462
2 0.2859423
87000
Epoch [2/10], Step [174/200], Loss: 0.3247, nRMSE: 0.13%
0 0.12751679
1 0.13139415
2 0.27266943
87500
Epoch [2/10], Step [175/200], Loss: 0.2797, nRMSE: 0.13%
0 0.13421735
1 0.13206431
2 0.30894232
88000
Epoch [2/10], Step [176/200], Loss: 0.3335, nRMSE: 0.13%
0 0.13235785
1 0.1324396
2 0.27114838
88500
Epoch [2/10], Step [177/200], Loss: 0.2837, nRMSE: 0.13%
0 0.13203342
1 0.13596126
2 0.2782889
89000
Epoch [2/10], Step [178/200], Loss: 0.3190, nRMSE: 0.13%
0 0.13061792
1 0.13508384
2 0.26093242
89500
Epoch [2/10], Step [179/200], Loss: 0.2749, nRMSE: 0.13%
0 0.13077286
1 0.13256077
2 0.27576116
90000
Epoch [2/10], Step [180/200], Loss: 0.3200, nRMSE: 0.13%
0 0.13125679
1 0.1305767
2 0.29888058
90500
Epoch [2/10], Step [181/200], Loss: 0.2966, nRMSE: 0.13%
0 0.13617049
1 0.13760817
2 0.27328613
91000
Epoch [2/10], Step [182/200], Loss: 0.2627, nRMSE: 0.14%
0 0.13142425
1 0.1331918
2 0.3196597
91500
Epoch [2/10], Step [183/200], Loss: 0.3483, nRMSE: 0.13%
0 0.13591152
1 0.1346271
2 0.26193166
92000
Epoch [2/10], Step [184/200], Loss: 0.2674, nRMSE: 0.14%
0 0.13861674
1 0.13806777
2 0.28593504
92500
Epoch [2/10], Step [185/200], Loss: 0.3434, nRMSE: 0.14%
0 0.13097732
1 0.13008298
2 0.26921985
93000
Epoch [2/10], Step [186/200], Loss: 0.2722, nRMSE: 0.13%
0 0.13296072
1 0.13934073
2 0.26064777
93500
Epoch [2/10], Step [187/200], Loss: 0.2775, nRMSE: 0.13%
0 0.14458114
1 0.14598995
2 0.26852137
94000
Epoch [2/10], Step [188/200], Loss: 0.2666, nRMSE: 0.14%
0 0.13131009
1 0.13285677
2 0.22702177
94500
Epoch [2/10], Step [189/200], Loss: 0.2167, nRMSE: 0.13%
0 0.13554528
1 0.13625605
2 0.23782066
95000
Epoch [2/10], Step [190/200], Loss: 0.2232, nRMSE: 0.14%
0 0.13408181
1 0.13335721
2 0.24622925
95500
Epoch [2/10], Step [191/200], Loss: 0.2563, nRMSE: 0.13%
0 0.13580239
1 0.13691138
2 0.2586697
96000
Epoch [2/10], Step [192/200], Loss: 0.2423, nRMSE: 0.14%
0 0.12826896
1 0.12906535
2 0.26484385
96500
Epoch [2/10], Step [193/200], Loss: 0.2655, nRMSE: 0.13%
0 0.13547322
1 0.13542446
2 0.28280365
97000
Epoch [2/10], Step [194/200], Loss: 0.2987, nRMSE: 0.14%
0 0.14280404
1 0.14302434
2 0.24921562
97500
Epoch [2/10], Step [195/200], Loss: 0.2551, nRMSE: 0.14%
0 0.1366144
1 0.13458541
2 0.30902436
98000
Epoch [2/10], Step [196/200], Loss: 0.3617, nRMSE: 0.14%
0 0.13568921
1 0.1351631
2 0.24172826
98500
Epoch [2/10], Step [197/200], Loss: 0.2313, nRMSE: 0.14%
0 0.13516286
1 0.13726081
2 0.29170382
99000
Epoch [2/10], Step [198/200], Loss: 0.2907, nRMSE: 0.14%
0 0.13903847
1 0.13966306
2 0.25655648
99500
Epoch [2/10], Step [199/200], Loss: 0.2464, nRMSE: 0.14%
TEST PHASE
[0.11645516 0.11704947 0.20443645]
0 0.1164552
1 0.11704948
2 0.20443644
0 0.13295278
1 0.13577592
2 0.24772754
0
Epoch [3/10], Step [0/200], Loss: 0.2260, nRMSE: 0.13%
0 0.12996438
1 0.12899807
2 0.24794093
500
Epoch [3/10], Step [1/200], Loss: 0.2959, nRMSE: 0.13%
0 0.12794922
1 0.12753619
2 0.25894338
1000
Epoch [3/10], Step [2/200], Loss: 0.2804, nRMSE: 0.13%
0 0.13233432
1 0.13521689
2 0.2523017
1500
Epoch [3/10], Step [3/200], Loss: 0.2598, nRMSE: 0.13%
0 0.13002844
1 0.13208333
2 0.24281263
2000
Epoch [3/10], Step [4/200], Loss: 0.2472, nRMSE: 0.13%
0 0.13613248
1 0.13611305
2 0.29776347
2500
Epoch [3/10], Step [5/200], Loss: 0.3394, nRMSE: 0.14%
0 0.13555525
1 0.1372451
2 0.26304218
3000
Epoch [3/10], Step [6/200], Loss: 0.2635, nRMSE: 0.14%
0 0.13545598
1 0.13873893
2 0.27633673
3500
Epoch [3/10], Step [7/200], Loss: 0.2762, nRMSE: 0.14%
0 0.12840046
1 0.13282737
2 0.25832105
4000
Epoch [3/10], Step [8/200], Loss: 0.2641, nRMSE: 0.13%
0 0.13207814
1 0.13239773
2 0.28953424
4500
Epoch [3/10], Step [9/200], Loss: 0.3421, nRMSE: 0.13%
0 0.13093549
1 0.13117197
2 0.2464912
5000
Epoch [3/10], Step [10/200], Loss: 0.2351, nRMSE: 0.13%
0 0.12626478
1 0.12952848
2 0.27768698
5500
Epoch [3/10], Step [11/200], Loss: 0.2833, nRMSE: 0.13%
0 0.12895839
1 0.13178961
2 0.2743512
6000
Epoch [3/10], Step [12/200], Loss: 0.3068, nRMSE: 0.13%
0 0.13893579
1 0.14320944
2 0.33223644
6500
Epoch [3/10], Step [13/200], Loss: 0.4343, nRMSE: 0.14%
0 0.1357677
1 0.13494143
2 0.2795189
7000
Epoch [3/10], Step [14/200], Loss: 0.2857, nRMSE: 0.14%
0 0.13249941
1 0.13361855
2 0.30649105
7500
Epoch [3/10], Step [15/200], Loss: 0.3555, nRMSE: 0.13%
0 0.1326637
1 0.13573326
2 0.26313418
8000
Epoch [3/10], Step [16/200], Loss: 0.2878, nRMSE: 0.13%
0 0.13357621
1 0.13230914
2 0.25790957
8500
Epoch [3/10], Step [17/200], Loss: 0.2683, nRMSE: 0.13%
0 0.13652825
1 0.13171211
2 0.28074077
9000
Epoch [3/10], Step [18/200], Loss: 0.3167, nRMSE: 0.14%
0 0.13475141
1 0.13201435
2 0.24177717
9500
Epoch [3/10], Step [19/200], Loss: 0.2196, nRMSE: 0.13%
0 0.13574553
1 0.13916034
2 0.26831427
10000
Epoch [3/10], Step [20/200], Loss: 0.2591, nRMSE: 0.14%
0 0.13459842
1 0.1336241
2 0.23644191
10500
Epoch [3/10], Step [21/200], Loss: 0.2179, nRMSE: 0.13%
0 0.123006105
1 0.1250311
2 0.24324054
11000
Epoch [3/10], Step [22/200], Loss: 0.2289, nRMSE: 0.12%
0 0.1340039
1 0.13429686
2 0.27280995
11500
Epoch [3/10], Step [23/200], Loss: 0.2866, nRMSE: 0.13%
0 0.12586914
1 0.12290648
2 0.27417707
12000
Epoch [3/10], Step [24/200], Loss: 0.3155, nRMSE: 0.13%
0 0.13231733
1 0.13432865
2 0.25041422
12500
Epoch [3/10], Step [25/200], Loss: 0.2348, nRMSE: 0.13%
0 0.12664913
1 0.12499043
2 0.23356219
13000
Epoch [3/10], Step [26/200], Loss: 0.2147, nRMSE: 0.13%
0 0.12835461
1 0.1316448
2 0.27350333
13500
Epoch [3/10], Step [27/200], Loss: 0.2729, nRMSE: 0.13%
0 0.12868233
1 0.12817642
2 0.2609571
14000
Epoch [3/10], Step [28/200], Loss: 0.2687, nRMSE: 0.13%
0 0.13431504
1 0.13520332
2 0.22911252
14500
Epoch [3/10], Step [29/200], Loss: 0.2180, nRMSE: 0.13%
0 0.12385461
1 0.12525654
2 0.2794934
15000
Epoch [3/10], Step [30/200], Loss: 0.3403, nRMSE: 0.12%
0 0.1317167
1 0.13182406
2 0.25640902
15500
Epoch [3/10], Step [31/200], Loss: 0.2689, nRMSE: 0.13%
0 0.13266803
1 0.13154443
2 0.23807271
16000
Epoch [3/10], Step [32/200], Loss: 0.2237, nRMSE: 0.13%
0 0.13229756
1 0.13284537
2 0.2542344
16500
Epoch [3/10], Step [33/200], Loss: 0.2593, nRMSE: 0.13%
0 0.13010794
1 0.13003471
2 0.27298766
17000
Epoch [3/10], Step [34/200], Loss: 0.2855, nRMSE: 0.13%
0 0.13068126
1 0.12795332
2 0.2613949
17500
Epoch [3/10], Step [35/200], Loss: 0.2839, nRMSE: 0.13%
0 0.13429628
1 0.13458323
2 0.2694448
18000
Epoch [3/10], Step [36/200], Loss: 0.2660, nRMSE: 0.13%
0 0.12601084
1 0.12794778
2 0.2862611
18500
Epoch [3/10], Step [37/200], Loss: 0.3185, nRMSE: 0.13%
0 0.121841975
1 0.12363227
2 0.29018122
19000
Epoch [3/10], Step [38/200], Loss: 0.2842, nRMSE: 0.12%
0 0.13570465
1 0.13645314
2 0.24483576
19500
Epoch [3/10], Step [39/200], Loss: 0.2236, nRMSE: 0.14%
0 0.14003389
1 0.13833266
2 0.25650465
20000
Epoch [3/10], Step [40/200], Loss: 0.2682, nRMSE: 0.14%
0 0.13913031
1 0.13939416
2 0.2728912
20500
Epoch [3/10], Step [41/200], Loss: 0.3043, nRMSE: 0.14%
0 0.13165635
1 0.13420418
2 0.2528678
21000
Epoch [3/10], Step [42/200], Loss: 0.2458, nRMSE: 0.13%
0 0.13710774
1 0.13080353
2 0.30996194
21500
Epoch [3/10], Step [43/200], Loss: 0.3673, nRMSE: 0.14%
0 0.13471068
1 0.13421845
2 0.25077078
22000
Epoch [3/10], Step [44/200], Loss: 0.2454, nRMSE: 0.13%
0 0.13229632
1 0.13324332
2 0.25355688
22500
Epoch [3/10], Step [45/200], Loss: 0.2454, nRMSE: 0.13%
0 0.14444622
1 0.14787391
2 0.28108293
23000
Epoch [3/10], Step [46/200], Loss: 0.3382, nRMSE: 0.14%
0 0.13683099
1 0.13858186
2 0.25044006
23500
Epoch [3/10], Step [47/200], Loss: 0.2541, nRMSE: 0.14%
0 0.13258907
1 0.1364947
2 0.24631834
24000
Epoch [3/10], Step [48/200], Loss: 0.2589, nRMSE: 0.13%
0 0.138654
1 0.14355835
2 0.28677213
24500
Epoch [3/10], Step [49/200], Loss: 0.2949, nRMSE: 0.14%
0 0.1422848
1 0.13964942
2 0.2575573
25000
Epoch [3/10], Step [50/200], Loss: 0.2842, nRMSE: 0.14%
0 0.14373739
1 0.14428061
2 0.28546318
25500
Epoch [3/10], Step [51/200], Loss: 0.2986, nRMSE: 0.14%
0 0.14466318
1 0.14964423
2 0.23599643
26000
Epoch [3/10], Step [52/200], Loss: 0.2448, nRMSE: 0.14%
0 0.119028084
1 0.12044566
2 0.2558347
26500
Epoch [3/10], Step [53/200], Loss: 0.2529, nRMSE: 0.12%
0 0.1308685
1 0.1328181
2 0.25514466
27000
Epoch [3/10], Step [54/200], Loss: 0.2586, nRMSE: 0.13%
0 0.13408326
1 0.1364289
2 0.26425323
27500
Epoch [3/10], Step [55/200], Loss: 0.3086, nRMSE: 0.13%
0 0.13305685
1 0.13552845
2 0.25101027
28000
Epoch [3/10], Step [56/200], Loss: 0.2513, nRMSE: 0.13%
0 0.13668013
1 0.13822176
2 0.27220076
28500
Epoch [3/10], Step [57/200], Loss: 0.2613, nRMSE: 0.14%
0 0.13034786
1 0.13303162
2 0.27824783
29000
Epoch [3/10], Step [58/200], Loss: 0.2793, nRMSE: 0.13%
0 0.13287008
1 0.13146985
2 0.288513
29500
Epoch [3/10], Step [59/200], Loss: 0.2964, nRMSE: 0.13%
0 0.14117941
1 0.14228067
2 0.24681762
30000
Epoch [3/10], Step [60/200], Loss: 0.2430, nRMSE: 0.14%
0 0.13840976
1 0.137231
2 0.2672568
30500
Epoch [3/10], Step [61/200], Loss: 0.3076, nRMSE: 0.14%
0 0.12414855
1 0.12263523
2 0.23615155
31000
Epoch [3/10], Step [62/200], Loss: 0.2214, nRMSE: 0.12%
0 0.12580511
1 0.12618296
2 0.25960395
31500
Epoch [3/10], Step [63/200], Loss: 0.2585, nRMSE: 0.13%
0 0.12640823
1 0.12599371
2 0.2533361
32000
Epoch [3/10], Step [64/200], Loss: 0.2298, nRMSE: 0.13%
0 0.12661046
1 0.1286129
2 0.27442342
32500
Epoch [3/10], Step [65/200], Loss: 0.2867, nRMSE: 0.13%
0 0.12658018
1 0.12827969
2 0.23520263
33000
Epoch [3/10], Step [66/200], Loss: 0.2191, nRMSE: 0.13%
0 0.13190915
1 0.1341522
2 0.24410725
33500
Epoch [3/10], Step [67/200], Loss: 0.2523, nRMSE: 0.13%
0 0.123187885
1 0.123786114
2 0.26581264
34000
Epoch [3/10], Step [68/200], Loss: 0.2616, nRMSE: 0.12%
0 0.13327453
1 0.13080418
2 0.2551344
34500
Epoch [3/10], Step [69/200], Loss: 0.2384, nRMSE: 0.13%
0 0.12240356
1 0.12594272
2 0.2665879
35000
Epoch [3/10], Step [70/200], Loss: 0.2872, nRMSE: 0.12%
0 0.13170364
1 0.1309545
2 0.23268203
35500
Epoch [3/10], Step [71/200], Loss: 0.2098, nRMSE: 0.13%
0 0.12946758
1 0.12693478
2 0.25362876
36000
Epoch [3/10], Step [72/200], Loss: 0.2309, nRMSE: 0.13%
0 0.12871893
1 0.128205
2 0.26590082
36500
Epoch [3/10], Step [73/200], Loss: 0.2791, nRMSE: 0.13%
0 0.13110463
1 0.13261801
2 0.25851426
37000
Epoch [3/10], Step [74/200], Loss: 0.2487, nRMSE: 0.13%
0 0.13462098
1 0.13871072
2 0.26435056
37500
Epoch [3/10], Step [75/200], Loss: 0.2602, nRMSE: 0.13%
0 0.13617657
1 0.13825299
2 0.23848832
38000
Epoch [3/10], Step [76/200], Loss: 0.2348, nRMSE: 0.14%
0 0.14237109
1 0.1449229
2 0.26906708
38500
Epoch [3/10], Step [77/200], Loss: 0.3169, nRMSE: 0.14%
0 0.13519792
1 0.13382882
2 0.2256261
39000
Epoch [3/10], Step [78/200], Loss: 0.2311, nRMSE: 0.14%
0 0.121027514
1 0.12225581
2 0.26577732
39500
Epoch [3/10], Step [79/200], Loss: 0.2727, nRMSE: 0.12%
0 0.14123787
1 0.14089575
2 0.21739051
40000
Epoch [3/10], Step [80/200], Loss: 0.1917, nRMSE: 0.14%
0 0.15105729
1 0.15158047
2 0.24158488
40500
Epoch [3/10], Step [81/200], Loss: 0.2500, nRMSE: 0.15%
0 0.13701499
1 0.13830914
2 0.2287054
41000
Epoch [3/10], Step [82/200], Loss: 0.2194, nRMSE: 0.14%
0 0.123249054
1 0.12416771
2 0.23206139
41500
Epoch [3/10], Step [83/200], Loss: 0.2121, nRMSE: 0.12%
0 0.14411812
1 0.1388116
2 0.24728404
42000
Epoch [3/10], Step [84/200], Loss: 0.2625, nRMSE: 0.14%
0 0.14208001
1 0.1394349
2 0.23840666
42500
Epoch [3/10], Step [85/200], Loss: 0.2345, nRMSE: 0.14%
0 0.12496572
1 0.12287686
2 0.24678785
43000
Epoch [3/10], Step [86/200], Loss: 0.2541, nRMSE: 0.12%
0 0.12594235
1 0.12572256
2 0.18749784
43500
Epoch [3/10], Step [87/200], Loss: 0.1473, nRMSE: 0.13%
0 0.12883414
1 0.12756427
2 0.2702983
44000
Epoch [3/10], Step [88/200], Loss: 0.3118, nRMSE: 0.13%
0 0.13036953
1 0.13087673
2 0.24863851
44500
Epoch [3/10], Step [89/200], Loss: 0.2538, nRMSE: 0.13%
0 0.13182178
1 0.12994552
2 0.2651879
45000
Epoch [3/10], Step [90/200], Loss: 0.2465, nRMSE: 0.13%
0 0.12382861
1 0.12652764
2 0.26252207
45500
Epoch [3/10], Step [91/200], Loss: 0.2568, nRMSE: 0.12%
0 0.13263135
1 0.12909798
2 0.2320117
46000
Epoch [3/10], Step [92/200], Loss: 0.2072, nRMSE: 0.13%
0 0.13237374
1 0.13452828
2 0.24955313
46500
Epoch [3/10], Step [93/200], Loss: 0.2545, nRMSE: 0.13%
0 0.13292286
1 0.12990329
2 0.24061288
47000
Epoch [3/10], Step [94/200], Loss: 0.2316, nRMSE: 0.13%
0 0.12679867
1 0.12876211
2 0.30162042
47500
Epoch [3/10], Step [95/200], Loss: 0.3888, nRMSE: 0.13%
0 0.13403803
1 0.13526675
2 0.21133626
48000
Epoch [3/10], Step [96/200], Loss: 0.1982, nRMSE: 0.13%
0 0.123430364
1 0.12672332
2 0.24024938
48500
Epoch [3/10], Step [97/200], Loss: 0.2328, nRMSE: 0.12%
0 0.12564047
1 0.12715803
2 0.21738155
49000
Epoch [3/10], Step [98/200], Loss: 0.1818, nRMSE: 0.13%
0 0.12479622
1 0.12619983
2 0.2526089
49500
Epoch [3/10], Step [99/200], Loss: 0.2145, nRMSE: 0.12%
0 0.13789672
1 0.13731623
2 0.22842303
50000
Epoch [3/10], Step [100/200], Loss: 0.2306, nRMSE: 0.14%
0 0.12615263
1 0.12545902
2 0.2845123
50500
Epoch [3/10], Step [101/200], Loss: 0.3095, nRMSE: 0.13%
0 0.14042829
1 0.13862315
2 0.21544084
51000
Epoch [3/10], Step [102/200], Loss: 0.2016, nRMSE: 0.14%
0 0.1356356
1 0.13494955
2 0.22987647
51500
Epoch [3/10], Step [103/200], Loss: 0.1993, nRMSE: 0.14%
0 0.12321184
1 0.12580584
2 0.24589428
52000
Epoch [3/10], Step [104/200], Loss: 0.2311, nRMSE: 0.12%
0 0.12655011
1 0.12480014
2 0.2533662
52500
Epoch [3/10], Step [105/200], Loss: 0.2472, nRMSE: 0.13%
0 0.12565817
1 0.12864399
2 0.22032058
53000
Epoch [3/10], Step [106/200], Loss: 0.1975, nRMSE: 0.13%
0 0.12866014
1 0.1320073
2 0.2574091
53500
Epoch [3/10], Step [107/200], Loss: 0.2579, nRMSE: 0.13%
0 0.13607542
1 0.13903521
2 0.24807666
54000
Epoch [3/10], Step [108/200], Loss: 0.2558, nRMSE: 0.14%
0 0.1240032
1 0.12802851
2 0.20897292
54500
Epoch [3/10], Step [109/200], Loss: 0.1917, nRMSE: 0.12%
0 0.12648799
1 0.12930545
2 0.2515275
55000
Epoch [3/10], Step [110/200], Loss: 0.2349, nRMSE: 0.13%
0 0.13421474
1 0.13372627
2 0.24310632
55500
Epoch [3/10], Step [111/200], Loss: 0.2264, nRMSE: 0.13%
0 0.13494106
1 0.13328335
2 0.23493561
56000
Epoch [3/10], Step [112/200], Loss: 0.2080, nRMSE: 0.13%
0 0.12192543
1 0.12229795
2 0.27798423
56500
Epoch [3/10], Step [113/200], Loss: 0.2846, nRMSE: 0.12%
0 0.12984928
1 0.1318038
2 0.24785778
57000
Epoch [3/10], Step [114/200], Loss: 0.2552, nRMSE: 0.13%
0 0.14005336
1 0.13988048
2 0.23699899
57500
Epoch [3/10], Step [115/200], Loss: 0.2494, nRMSE: 0.14%
0 0.12558949
1 0.1296272
2 0.23886131
58000
Epoch [3/10], Step [116/200], Loss: 0.2405, nRMSE: 0.13%
0 0.13120094
1 0.1290656
2 0.2629245
58500
Epoch [3/10], Step [117/200], Loss: 0.2564, nRMSE: 0.13%
0 0.1297237
1 0.12900123
2 0.22453389
59000
Epoch [3/10], Step [118/200], Loss: 0.2040, nRMSE: 0.13%
0 0.12687038
1 0.12705877
2 0.24022406
59500
Epoch [3/10], Step [119/200], Loss: 0.2314, nRMSE: 0.13%
0 0.12847716
1 0.13524374
2 0.2635584
60000
Epoch [3/10], Step [120/200], Loss: 0.2813, nRMSE: 0.13%
0 0.12949073
1 0.12734558
2 0.24402879
60500
Epoch [3/10], Step [121/200], Loss: 0.2361, nRMSE: 0.13%
0 0.12656915
1 0.12900136
2 0.2200967
61000
Epoch [3/10], Step [122/200], Loss: 0.2052, nRMSE: 0.13%
0 0.1326678
1 0.13474746
2 0.25702748
61500
Epoch [3/10], Step [123/200], Loss: 0.2689, nRMSE: 0.13%
0 0.13696459
1 0.13695207
2 0.28036886
62000
Epoch [3/10], Step [124/200], Loss: 0.2822, nRMSE: 0.14%
0 0.13419914
1 0.1373972
2 0.2071323
62500
Epoch [3/10], Step [125/200], Loss: 0.1982, nRMSE: 0.13%
0 0.14386801
1 0.14349805
2 0.20603602
63000
Epoch [3/10], Step [126/200], Loss: 0.1732, nRMSE: 0.14%
0 0.13048364
1 0.13322666
2 0.2556838
63500
Epoch [3/10], Step [127/200], Loss: 0.2427, nRMSE: 0.13%
0 0.12690091
1 0.12654017
2 0.19887528
64000
Epoch [3/10], Step [128/200], Loss: 0.1575, nRMSE: 0.13%
0 0.14860442
1 0.14839725
2 0.25838652
64500
Epoch [3/10], Step [129/200], Loss: 0.2718, nRMSE: 0.15%
0 0.1485307
1 0.14676104
2 0.2298356
65000
Epoch [3/10], Step [130/200], Loss: 0.2372, nRMSE: 0.15%
0 0.12994334
1 0.13251182
2 0.21611781
65500
Epoch [3/10], Step [131/200], Loss: 0.1894, nRMSE: 0.13%
0 0.13197875
1 0.12916368
2 0.22624533
66000
Epoch [3/10], Step [132/200], Loss: 0.2041, nRMSE: 0.13%
0 0.1490911
1 0.14694609
2 0.24786343
66500
Epoch [3/10], Step [133/200], Loss: 0.2913, nRMSE: 0.15%
0 0.1341256
1 0.13401131
2 0.21724
67000
Epoch [3/10], Step [134/200], Loss: 0.2067, nRMSE: 0.13%
0 0.12528512
1 0.12706602
2 0.23057957
67500
Epoch [3/10], Step [135/200], Loss: 0.2112, nRMSE: 0.13%
0 0.122694865
1 0.124774635
2 0.2779767
68000
Epoch [3/10], Step [136/200], Loss: 0.3091, nRMSE: 0.12%
0 0.12174567
1 0.12712094
2 0.20651515
68500
Epoch [3/10], Step [137/200], Loss: 0.1977, nRMSE: 0.12%
0 0.12956241
1 0.12821467
2 0.24600622
69000
Epoch [3/10], Step [138/200], Loss: 0.2292, nRMSE: 0.13%
0 0.13301873
1 0.13547568
2 0.26996478
69500
Epoch [3/10], Step [139/200], Loss: 0.2879, nRMSE: 0.13%
0 0.12871966
1 0.12936817
2 0.21272178
70000
Epoch [3/10], Step [140/200], Loss: 0.1780, nRMSE: 0.13%
0 0.12135435
1 0.1258262
2 0.23904698
70500
Epoch [3/10], Step [141/200], Loss: 0.2098, nRMSE: 0.12%
0 0.13615674
1 0.13445395
2 0.22073114
71000
Epoch [3/10], Step [142/200], Loss: 0.2214, nRMSE: 0.14%
0 0.1265018
1 0.12811138
2 0.21371403
71500
Epoch [3/10], Step [143/200], Loss: 0.1785, nRMSE: 0.13%
0 0.12380544
1 0.12360695
2 0.25514084
72000
Epoch [3/10], Step [144/200], Loss: 0.2805, nRMSE: 0.12%
0 0.1345237
1 0.13662602
2 0.26047117
72500
Epoch [3/10], Step [145/200], Loss: 0.2530, nRMSE: 0.13%
0 0.12419563
1 0.12546177
2 0.17261629
73000
Epoch [3/10], Step [146/200], Loss: 0.1451, nRMSE: 0.12%
0 0.13075428
1 0.13422155
2 0.23759155
73500
Epoch [3/10], Step [147/200], Loss: 0.2350, nRMSE: 0.13%
0 0.12958764
1 0.13375598
2 0.19079605
74000
Epoch [3/10], Step [148/200], Loss: 0.1677, nRMSE: 0.13%
0 0.12732747
1 0.1300443
2 0.23615392
74500
Epoch [3/10], Step [149/200], Loss: 0.2121, nRMSE: 0.13%
0 0.13444202
1 0.13923588
2 0.25259033
75000
Epoch [3/10], Step [150/200], Loss: 0.2680, nRMSE: 0.13%
0 0.13264838
1 0.1357788
2 0.26198164
75500
Epoch [3/10], Step [151/200], Loss: 0.2785, nRMSE: 0.13%
0 0.12787068
1 0.13291265
2 0.19542775
76000
Epoch [3/10], Step [152/200], Loss: 0.1589, nRMSE: 0.13%
0 0.133376
1 0.1308971
2 0.21833861
76500
Epoch [3/10], Step [153/200], Loss: 0.2018, nRMSE: 0.13%
0 0.12554824
1 0.12808403
2 0.2557919
77000
Epoch [3/10], Step [154/200], Loss: 0.2605, nRMSE: 0.13%
0 0.12983131
1 0.13215338
2 0.23708639
77500
Epoch [3/10], Step [155/200], Loss: 0.2022, nRMSE: 0.13%
0 0.13649559
1 0.13571347
2 0.251904
78000
Epoch [3/10], Step [156/200], Loss: 0.2677, nRMSE: 0.14%
0 0.12038319
1 0.12170766
2 0.27968252
78500
Epoch [3/10], Step [157/200], Loss: 0.3292, nRMSE: 0.12%
0 0.13138948
1 0.13153875
2 0.2561865
79000
Epoch [3/10], Step [158/200], Loss: 0.2571, nRMSE: 0.13%
0 0.1250752
1 0.12770277
2 0.20782398
79500
Epoch [3/10], Step [159/200], Loss: 0.1826, nRMSE: 0.13%
0 0.1350925
1 0.13669212
2 0.23738413
80000
Epoch [3/10], Step [160/200], Loss: 0.2244, nRMSE: 0.14%
0 0.12485866
1 0.12677738
2 0.2171373
80500
Epoch [3/10], Step [161/200], Loss: 0.2062, nRMSE: 0.12%
0 0.13039815
1 0.12881616
2 0.23483649
81000
Epoch [3/10], Step [162/200], Loss: 0.2212, nRMSE: 0.13%
0 0.12457052
1 0.12946339
2 0.20445314
81500
Epoch [3/10], Step [163/200], Loss: 0.1751, nRMSE: 0.12%
0 0.1236837
1 0.12477937
2 0.23198198
82000
Epoch [3/10], Step [164/200], Loss: 0.2228, nRMSE: 0.12%
0 0.12908734
1 0.12999073
2 0.21819119
82500
Epoch [3/10], Step [165/200], Loss: 0.1960, nRMSE: 0.13%
0 0.12610205
1 0.12901206
2 0.23795137
83000
Epoch [3/10], Step [166/200], Loss: 0.2357, nRMSE: 0.13%
0 0.12963925
1 0.12965041
2 0.22512671
83500
Epoch [3/10], Step [167/200], Loss: 0.2233, nRMSE: 0.13%
0 0.114460036
1 0.115544625
2 0.25474855
84000
Epoch [3/10], Step [168/200], Loss: 0.2507, nRMSE: 0.11%
0 0.12081417
1 0.120769724
2 0.2290472
84500
Epoch [3/10], Step [169/200], Loss: 0.2128, nRMSE: 0.12%
0 0.11997548
1 0.12246884
2 0.28881752
85000
Epoch [3/10], Step [170/200], Loss: 0.3050, nRMSE: 0.12%
0 0.1311822
1 0.130855
2 0.23131913
85500
Epoch [3/10], Step [171/200], Loss: 0.2302, nRMSE: 0.13%
0 0.116669185
1 0.12185217
2 0.2165031
86000
Epoch [3/10], Step [172/200], Loss: 0.2045, nRMSE: 0.12%
0 0.115338586
1 0.12094535
2 0.21825348
86500
Epoch [3/10], Step [173/200], Loss: 0.2047, nRMSE: 0.12%
0 0.1253682
1 0.12559302
2 0.20290545
87000
Epoch [3/10], Step [174/200], Loss: 0.1780, nRMSE: 0.13%
0 0.11639097
1 0.12191817
2 0.21469593
87500
Epoch [3/10], Step [175/200], Loss: 0.1812, nRMSE: 0.12%
0 0.117533624
1 0.120103955
2 0.24976705
88000
Epoch [3/10], Step [176/200], Loss: 0.2233, nRMSE: 0.12%
0 0.12553826
1 0.12911955
2 0.23490424
88500
Epoch [3/10], Step [177/200], Loss: 0.2194, nRMSE: 0.13%
0 0.122245744
1 0.12169165
2 0.23308425
89000
Epoch [3/10], Step [178/200], Loss: 0.2284, nRMSE: 0.12%
0 0.124800615
1 0.12406477
2 0.20396903
89500
Epoch [3/10], Step [179/200], Loss: 0.1772, nRMSE: 0.12%
0 0.12718688
1 0.13085589
2 0.23234962
90000
Epoch [3/10], Step [180/200], Loss: 0.2360, nRMSE: 0.13%
0 0.129957
1 0.12898846
2 0.22442737
90500
Epoch [3/10], Step [181/200], Loss: 0.1822, nRMSE: 0.13%
0 0.12690553
1 0.1255035
2 0.2155176
91000
Epoch [3/10], Step [182/200], Loss: 0.1721, nRMSE: 0.13%
0 0.12768511
1 0.13165028
2 0.23284718
91500
Epoch [3/10], Step [183/200], Loss: 0.1992, nRMSE: 0.13%
0 0.12794425
1 0.13041238
2 0.18722872
92000
Epoch [3/10], Step [184/200], Loss: 0.1508, nRMSE: 0.13%
0 0.121875405
1 0.12536238
2 0.22774312
92500
Epoch [3/10], Step [185/200], Loss: 0.2244, nRMSE: 0.12%
0 0.117314085
1 0.11912253
2 0.22748427
93000
Epoch [3/10], Step [186/200], Loss: 0.1983, nRMSE: 0.12%
0 0.1267608
1 0.13103329
2 0.20942236
93500
Epoch [3/10], Step [187/200], Loss: 0.1885, nRMSE: 0.13%
0 0.131934
1 0.13021135
2 0.22965853
94000
Epoch [3/10], Step [188/200], Loss: 0.1985, nRMSE: 0.13%
0 0.12080036
1 0.122372754
2 0.21269076
94500
Epoch [3/10], Step [189/200], Loss: 0.1891, nRMSE: 0.12%
0 0.1290119
1 0.13190994
2 0.20333181
95000
Epoch [3/10], Step [190/200], Loss: 0.1701, nRMSE: 0.13%
0 0.12036576
1 0.121480145
2 0.20768881
95500
Epoch [3/10], Step [191/200], Loss: 0.1863, nRMSE: 0.12%
0 0.12601809
1 0.12744154
2 0.2439173
96000
Epoch [3/10], Step [192/200], Loss: 0.2145, nRMSE: 0.13%
0 0.11584257
1 0.11857108
2 0.2370843
96500
Epoch [3/10], Step [193/200], Loss: 0.2137, nRMSE: 0.12%
0 0.12764211
1 0.1296166
2 0.24566767
97000
Epoch [3/10], Step [194/200], Loss: 0.2309, nRMSE: 0.13%
0 0.14102279
1 0.13983537
2 0.2038009
97500
Epoch [3/10], Step [195/200], Loss: 0.1825, nRMSE: 0.14%
0 0.13072495
1 0.12641346
2 0.2435341
98000
Epoch [3/10], Step [196/200], Loss: 0.2348, nRMSE: 0.13%
0 0.12606275
1 0.12750244
2 0.2110236
98500
Epoch [3/10], Step [197/200], Loss: 0.1805, nRMSE: 0.13%
0 0.1304549
1 0.1291552
2 0.24290818
99000
Epoch [3/10], Step [198/200], Loss: 0.2098, nRMSE: 0.13%
0 0.13459733
1 0.13409062
2 0.22488622
99500
Epoch [3/10], Step [199/200], Loss: 0.1957, nRMSE: 0.13%
TEST PHASE
[0.11167612 0.11163206 0.17404975]
0 0.111676134
1 0.1116321
2 0.17404972
0 0.13018641
1 0.13123307
2 0.2023315
0
Epoch [4/10], Step [0/200], Loss: 0.1613, nRMSE: 0.13%
0 0.12111614
1 0.12009987
2 0.19037715
500
Epoch [4/10], Step [1/200], Loss: 0.1843, nRMSE: 0.12%
0 0.12721738
1 0.12398059
2 0.23832624
1000
Epoch [4/10], Step [2/200], Loss: 0.2416, nRMSE: 0.13%
0 0.12610869
1 0.13054706
2 0.22368127
1500
Epoch [4/10], Step [3/200], Loss: 0.2091, nRMSE: 0.13%
0 0.12313339
1 0.12585203
2 0.2047319
2000
Epoch [4/10], Step [4/200], Loss: 0.1825, nRMSE: 0.12%
0 0.13239801
1 0.13451183
2 0.23220116
2500
Epoch [4/10], Step [5/200], Loss: 0.2196, nRMSE: 0.13%
0 0.12795393
1 0.12973772
2 0.2374908
3000
Epoch [4/10], Step [6/200], Loss: 0.2178, nRMSE: 0.13%
0 0.1259008
1 0.12881207
2 0.23532833
3500
Epoch [4/10], Step [7/200], Loss: 0.2056, nRMSE: 0.13%
0 0.12727675
1 0.13163513
2 0.21662845
4000
Epoch [4/10], Step [8/200], Loss: 0.1955, nRMSE: 0.13%
0 0.12419846
1 0.12823799
2 0.25128323
4500
Epoch [4/10], Step [9/200], Loss: 0.2633, nRMSE: 0.12%
0 0.1184948
1 0.11943576
2 0.19705145
5000
Epoch [4/10], Step [10/200], Loss: 0.1568, nRMSE: 0.12%
0 0.127041
1 0.12788197
2 0.27535418
5500
Epoch [4/10], Step [11/200], Loss: 0.2789, nRMSE: 0.13%
0 0.12287987
1 0.12536474
2 0.22408955
6000
Epoch [4/10], Step [12/200], Loss: 0.2128, nRMSE: 0.12%
0 0.13213693
1 0.13345632
2 0.22666135
6500
Epoch [4/10], Step [13/200], Loss: 0.2187, nRMSE: 0.13%
0 0.1291167
1 0.1306331
2 0.2315105
7000
Epoch [4/10], Step [14/200], Loss: 0.2051, nRMSE: 0.13%
0 0.12532799
1 0.12728319
2 0.22269043
7500
Epoch [4/10], Step [15/200], Loss: 0.2007, nRMSE: 0.13%
0 0.12459748
1 0.12634848
2 0.20288391
8000
Epoch [4/10], Step [16/200], Loss: 0.1815, nRMSE: 0.12%
0 0.12650122
1 0.124195434
2 0.21024173
8500
Epoch [4/10], Step [17/200], Loss: 0.1862, nRMSE: 0.13%
0 0.123877674
1 0.1236519
2 0.23137428
9000
Epoch [4/10], Step [18/200], Loss: 0.2215, nRMSE: 0.12%
0 0.13158037
1 0.12918559
2 0.18862206
9500
Epoch [4/10], Step [19/200], Loss: 0.1458, nRMSE: 0.13%
0 0.12460123
1 0.12741986
2 0.21591938
10000
Epoch [4/10], Step [20/200], Loss: 0.1747, nRMSE: 0.12%
0 0.12773612
1 0.12892759
2 0.20436253
10500
Epoch [4/10], Step [21/200], Loss: 0.1690, nRMSE: 0.13%
0 0.116996095
1 0.11838194
2 0.22327748
11000
Epoch [4/10], Step [22/200], Loss: 0.1948, nRMSE: 0.12%
0 0.12794459
1 0.13123852
2 0.21176735
11500
Epoch [4/10], Step [23/200], Loss: 0.1844, nRMSE: 0.13%
0 0.1178584
1 0.117664605
2 0.23217528
12000
Epoch [4/10], Step [24/200], Loss: 0.2321, nRMSE: 0.12%
0 0.12367536
1 0.1251725
2 0.18360108
12500
Epoch [4/10], Step [25/200], Loss: 0.1378, nRMSE: 0.12%
0 0.12092843
1 0.12196457
2 0.19371238
13000
Epoch [4/10], Step [26/200], Loss: 0.1556, nRMSE: 0.12%
0 0.11531402
1 0.12145401
2 0.19254993
13500
Epoch [4/10], Step [27/200], Loss: 0.1465, nRMSE: 0.12%
0 0.121985145
1 0.12169867
2 0.22251798
14000
Epoch [4/10], Step [28/200], Loss: 0.2011, nRMSE: 0.12%
0 0.12405751
1 0.123171926
2 0.20138767
14500
Epoch [4/10], Step [29/200], Loss: 0.1711, nRMSE: 0.12%
0 0.11867689
1 0.119996615
2 0.18896581
15000
Epoch [4/10], Step [30/200], Loss: 0.1708, nRMSE: 0.12%
0 0.12668152
1 0.12519081
2 0.22064774
15500
Epoch [4/10], Step [31/200], Loss: 0.2053, nRMSE: 0.13%
0 0.11955726
1 0.11979169
2 0.20502904
16000
Epoch [4/10], Step [32/200], Loss: 0.1687, nRMSE: 0.12%
0 0.121283874
1 0.12238951
2 0.19821739
16500
Epoch [4/10], Step [33/200], Loss: 0.1665, nRMSE: 0.12%
0 0.11899555
1 0.11838087
2 0.20329358
17000
Epoch [4/10], Step [34/200], Loss: 0.1681, nRMSE: 0.12%
0 0.123537704
1 0.12115004
2 0.2233583
17500
Epoch [4/10], Step [35/200], Loss: 0.2129, nRMSE: 0.12%
0 0.124240234
1 0.12676495
2 0.21347326
18000
Epoch [4/10], Step [36/200], Loss: 0.1760, nRMSE: 0.12%
0 0.11802308
1 0.12224096
2 0.22741333
18500
Epoch [4/10], Step [37/200], Loss: 0.2099, nRMSE: 0.12%
0 0.11750078
1 0.11742158
2 0.21623556
19000
Epoch [4/10], Step [38/200], Loss: 0.1695, nRMSE: 0.12%
0 0.11675779
1 0.11744616
2 0.19987854
19500
Epoch [4/10], Step [39/200], Loss: 0.1517, nRMSE: 0.12%
0 0.12612724
1 0.12635197
2 0.19924839
20000
Epoch [4/10], Step [40/200], Loss: 0.1706, nRMSE: 0.13%
0 0.13288508
1 0.1317105
2 0.20847304
20500
Epoch [4/10], Step [41/200], Loss: 0.1898, nRMSE: 0.13%
0 0.12296204
1 0.12665331
2 0.20429733
21000
Epoch [4/10], Step [42/200], Loss: 0.1688, nRMSE: 0.12%
0 0.122805975
1 0.12105221
2 0.24316412
21500
Epoch [4/10], Step [43/200], Loss: 0.2336, nRMSE: 0.12%
0 0.11695763
1 0.11857883
2 0.21900046
22000
Epoch [4/10], Step [44/200], Loss: 0.1873, nRMSE: 0.12%
0 0.12038792
1 0.12040886
2 0.19399504
22500
Epoch [4/10], Step [45/200], Loss: 0.1525, nRMSE: 0.12%
0 0.13077539
1 0.13002878
2 0.21869801
23000
Epoch [4/10], Step [46/200], Loss: 0.2129, nRMSE: 0.13%
0 0.12719484
1 0.12652469
2 0.18130349
23500
Epoch [4/10], Step [47/200], Loss: 0.1457, nRMSE: 0.13%
0 0.122877754
1 0.12384145
2 0.21377085
24000
Epoch [4/10], Step [48/200], Loss: 0.1983, nRMSE: 0.12%
0 0.13107122
1 0.1287816
2 0.22784637
24500
Epoch [4/10], Step [49/200], Loss: 0.1947, nRMSE: 0.13%
0 0.12528315
1 0.124814935
2 0.2055324
25000
Epoch [4/10], Step [50/200], Loss: 0.1866, nRMSE: 0.13%
0 0.12807956
1 0.12523143
2 0.21775965
25500
Epoch [4/10], Step [51/200], Loss: 0.1818, nRMSE: 0.13%
0 0.13470307
1 0.13328427
2 0.21072122
26000
Epoch [4/10], Step [52/200], Loss: 0.1966, nRMSE: 0.13%
0 0.120349765
1 0.11932243
2 0.19659647
26500
Epoch [4/10], Step [53/200], Loss: 0.1616, nRMSE: 0.12%
0 0.1177958
1 0.118874595
2 0.21175979
27000
Epoch [4/10], Step [54/200], Loss: 0.1821, nRMSE: 0.12%
0 0.12611264
1 0.12771718
2 0.22097643
27500
Epoch [4/10], Step [55/200], Loss: 0.2226, nRMSE: 0.13%
0 0.12167519
1 0.12578909
2 0.19975846
28000
Epoch [4/10], Step [56/200], Loss: 0.1669, nRMSE: 0.12%
0 0.12037001
1 0.12015857
2 0.24362502
28500
Epoch [4/10], Step [57/200], Loss: 0.2080, nRMSE: 0.12%
0 0.122672014
1 0.12361299
2 0.2629007
29000
Epoch [4/10], Step [58/200], Loss: 0.2487, nRMSE: 0.12%
0 0.12707722
1 0.12633252
2 0.21577735
29500
Epoch [4/10], Step [59/200], Loss: 0.1779, nRMSE: 0.13%
0 0.12538879
1 0.13091817
2 0.21387224
30000
Epoch [4/10], Step [60/200], Loss: 0.1851, nRMSE: 0.13%
0 0.12211941
1 0.11948914
2 0.21514769
30500
Epoch [4/10], Step [61/200], Loss: 0.2039, nRMSE: 0.12%
0 0.12028967
1 0.11673897
2 0.22806859
31000
Epoch [4/10], Step [62/200], Loss: 0.2062, nRMSE: 0.12%
0 0.11374807
1 0.11452375
2 0.19947146
31500
Epoch [4/10], Step [63/200], Loss: 0.1608, nRMSE: 0.11%
0 0.11124149
1 0.11261501
2 0.24560274
32000
Epoch [4/10], Step [64/200], Loss: 0.2106, nRMSE: 0.11%
0 0.11799047
1 0.12086441
2 0.22653727
32500
Epoch [4/10], Step [65/200], Loss: 0.2018, nRMSE: 0.12%
0 0.11592016
1 0.1194991
2 0.23782581
33000
Epoch [4/10], Step [66/200], Loss: 0.2182, nRMSE: 0.12%
0 0.11812168
1 0.120762825
2 0.2232824
33500
Epoch [4/10], Step [67/200], Loss: 0.2100, nRMSE: 0.12%
0 0.121933065
1 0.12201356
2 0.19252771
34000
Epoch [4/10], Step [68/200], Loss: 0.1515, nRMSE: 0.12%
0 0.12675217
1 0.13148522
2 0.21799988
34500
Epoch [4/10], Step [69/200], Loss: 0.1813, nRMSE: 0.13%
0 0.119391344
1 0.1207091
2 0.24443638
35000
Epoch [4/10], Step [70/200], Loss: 0.2444, nRMSE: 0.12%
0 0.11874336
1 0.12244457
2 0.19468312
35500
Epoch [4/10], Step [71/200], Loss: 0.1518, nRMSE: 0.12%
0 0.116458856
1 0.1182058
2 0.21498413
36000
Epoch [4/10], Step [72/200], Loss: 0.1697, nRMSE: 0.12%
0 0.11735308
1 0.120351866
2 0.21943419
36500
Epoch [4/10], Step [73/200], Loss: 0.1963, nRMSE: 0.12%
0 0.12774931
1 0.12792557
2 0.2021551
37000
Epoch [4/10], Step [74/200], Loss: 0.1642, nRMSE: 0.13%
0 0.12495482
1 0.12341713
2 0.21050443
37500
Epoch [4/10], Step [75/200], Loss: 0.1722, nRMSE: 0.12%
0 0.11948671
1 0.12177764
2 0.22901541
38000
Epoch [4/10], Step [76/200], Loss: 0.2108, nRMSE: 0.12%
0 0.12922509
1 0.12669472
2 0.21082658
38500
Epoch [4/10], Step [77/200], Loss: 0.2016, nRMSE: 0.13%
0 0.12363653
1 0.12746653
2 0.19374302
39000
Epoch [4/10], Step [78/200], Loss: 0.1749, nRMSE: 0.12%
0 0.11859437
1 0.120115794
2 0.19490787
39500
Epoch [4/10], Step [79/200], Loss: 0.1596, nRMSE: 0.12%
0 0.12501317
1 0.12480777
2 0.23824683
40000
Epoch [4/10], Step [80/200], Loss: 0.2143, nRMSE: 0.13%
0 0.13026619
1 0.127982
2 0.18700583
40500
Epoch [4/10], Step [81/200], Loss: 0.1557, nRMSE: 0.13%
0 0.12669139
1 0.12768376
2 0.20046623
41000
Epoch [4/10], Step [82/200], Loss: 0.1718, nRMSE: 0.13%
0 0.10888929
1 0.11047175
2 0.20692173
41500
Epoch [4/10], Step [83/200], Loss: 0.1683, nRMSE: 0.11%
0 0.124477506
1 0.12422167
2 0.20291741
42000
Epoch [4/10], Step [84/200], Loss: 0.1806, nRMSE: 0.12%
0 0.13687293
1 0.13467406
2 0.19937515
42500
Epoch [4/10], Step [85/200], Loss: 0.1736, nRMSE: 0.14%
0 0.11673522
1 0.11467594
2 0.19237803
43000
Epoch [4/10], Step [86/200], Loss: 0.1628, nRMSE: 0.12%
0 0.12620264
1 0.12467769
2 0.16842431
43500
Epoch [4/10], Step [87/200], Loss: 0.1255, nRMSE: 0.13%
0 0.12226889
1 0.12500982
2 0.24608655
44000
Epoch [4/10], Step [88/200], Loss: 0.2621, nRMSE: 0.12%
0 0.12494349
1 0.12159873
2 0.20916909
44500
Epoch [4/10], Step [89/200], Loss: 0.1859, nRMSE: 0.12%
0 0.12419062
1 0.12452893
2 0.23880947
45000
Epoch [4/10], Step [90/200], Loss: 0.2032, nRMSE: 0.12%
0 0.12047439
1 0.12266449
2 0.23941667
45500
Epoch [4/10], Step [91/200], Loss: 0.2171, nRMSE: 0.12%
0 0.12592414
1 0.12445259
2 0.2114382
46000
Epoch [4/10], Step [92/200], Loss: 0.1749, nRMSE: 0.13%
0 0.1282594
1 0.1257462
2 0.22314355
46500
Epoch [4/10], Step [93/200], Loss: 0.2078, nRMSE: 0.13%
0 0.12460426
1 0.12288394
2 0.22618033
47000
Epoch [4/10], Step [94/200], Loss: 0.2048, nRMSE: 0.12%
0 0.12056523
1 0.12376342
2 0.27231103
47500
Epoch [4/10], Step [95/200], Loss: 0.3200, nRMSE: 0.12%
0 0.13562356
1 0.13630632
2 0.17873335
48000
Epoch [4/10], Step [96/200], Loss: 0.1521, nRMSE: 0.14%
0 0.12637165
1 0.12876865
2 0.21216646
48500
Epoch [4/10], Step [97/200], Loss: 0.1900, nRMSE: 0.13%
0 0.115368396
1 0.11800442
2 0.20116846
49000
Epoch [4/10], Step [98/200], Loss: 0.1555, nRMSE: 0.12%
0 0.12304677
1 0.12372817
2 0.22600779
49500
Epoch [4/10], Step [99/200], Loss: 0.1773, nRMSE: 0.12%
0 0.1352105
1 0.13760176
2 0.2125201
50000
Epoch [4/10], Step [100/200], Loss: 0.2039, nRMSE: 0.14%
0 0.12862179
1 0.13007288
2 0.21239129
50500
Epoch [4/10], Step [101/200], Loss: 0.1891, nRMSE: 0.13%
0 0.13200974
1 0.13476051
2 0.1923977
51000
Epoch [4/10], Step [102/200], Loss: 0.1654, nRMSE: 0.13%
0 0.1308126
1 0.13151866
2 0.19695453
51500
Epoch [4/10], Step [103/200], Loss: 0.1541, nRMSE: 0.13%
0 0.13452598
1 0.13482593
2 0.19971022
52000
Epoch [4/10], Step [104/200], Loss: 0.1682, nRMSE: 0.13%
0 0.13119711
1 0.12990986
2 0.23407395
52500
Epoch [4/10], Step [105/200], Loss: 0.2183, nRMSE: 0.13%
0 0.12089603
1 0.121357135
2 0.18207349
53000
Epoch [4/10], Step [106/200], Loss: 0.1423, nRMSE: 0.12%
0 0.13053706
1 0.13200364
2 0.18652773
53500
Epoch [4/10], Step [107/200], Loss: 0.1521, nRMSE: 0.13%
0 0.13342953
1 0.1315399
2 0.19395982
54000
Epoch [4/10], Step [108/200], Loss: 0.1690, nRMSE: 0.13%
0 0.12011113
1 0.12316245
2 0.16400373
54500
Epoch [4/10], Step [109/200], Loss: 0.1281, nRMSE: 0.12%
0 0.11578099
1 0.11845875
2 0.2294173
55000
Epoch [4/10], Step [110/200], Loss: 0.1956, nRMSE: 0.12%
0 0.12757167
1 0.12538445
2 0.1837711
55500
Epoch [4/10], Step [111/200], Loss: 0.1410, nRMSE: 0.13%
0 0.12330457
1 0.124008015
2 0.18890974
56000
Epoch [4/10], Step [112/200], Loss: 0.1417, nRMSE: 0.12%
0 0.12040458
1 0.12197903
2 0.22270043
56500
Epoch [4/10], Step [113/200], Loss: 0.1933, nRMSE: 0.12%
0 0.12095449
1 0.12138458
2 0.16792628
57000
Epoch [4/10], Step [114/200], Loss: 0.1309, nRMSE: 0.12%
0 0.123819485
1 0.12105589
2 0.18899909
57500
Epoch [4/10], Step [115/200], Loss: 0.1633, nRMSE: 0.12%
0 0.11698628
1 0.119674034
2 0.20635891
58000
Epoch [4/10], Step [116/200], Loss: 0.1834, nRMSE: 0.12%
0 0.12507609
1 0.12632366
2 0.23520584
58500
Epoch [4/10], Step [117/200], Loss: 0.2096, nRMSE: 0.13%
0 0.12051674
1 0.12032184
2 0.20495093
59000
Epoch [4/10], Step [118/200], Loss: 0.1711, nRMSE: 0.12%
0 0.12651165
1 0.1216819
2 0.20004109
59500
Epoch [4/10], Step [119/200], Loss: 0.1696, nRMSE: 0.13%
0 0.12539709
1 0.12373783
2 0.1953275
60000
Epoch [4/10], Step [120/200], Loss: 0.1665, nRMSE: 0.13%
0 0.118688904
1 0.1213362
2 0.20851526
60500
Epoch [4/10], Step [121/200], Loss: 0.1770, nRMSE: 0.12%
0 0.118335
1 0.12263728
2 0.20863776
61000
Epoch [4/10], Step [122/200], Loss: 0.1841, nRMSE: 0.12%
0 0.1236986
1 0.12543288
2 0.23185135
61500
Epoch [4/10], Step [123/200], Loss: 0.2207, nRMSE: 0.12%
0 0.1293624
1 0.12639928
2 0.24035478
62000
Epoch [4/10], Step [124/200], Loss: 0.2127, nRMSE: 0.13%
0 0.12366389
1 0.122763306
2 0.1814283
62500
Epoch [4/10], Step [125/200], Loss: 0.1543, nRMSE: 0.12%
0 0.12404866
1 0.12381354
2 0.17529109
63000
Epoch [4/10], Step [126/200], Loss: 0.1262, nRMSE: 0.12%
0 0.11663727
1 0.119695306
2 0.18933123
63500
Epoch [4/10], Step [127/200], Loss: 0.1423, nRMSE: 0.12%
0 0.12237453
1 0.122913875
2 0.17553234
64000
Epoch [4/10], Step [128/200], Loss: 0.1279, nRMSE: 0.12%
0 0.12456361
1 0.124072574
2 0.22810242
64500
Epoch [4/10], Step [129/200], Loss: 0.2085, nRMSE: 0.12%
0 0.13378052
1 0.13224556
2 0.20150144
65000
Epoch [4/10], Step [130/200], Loss: 0.1841, nRMSE: 0.13%
0 0.1286683
1 0.1311426
2 0.17770867
65500
Epoch [4/10], Step [131/200], Loss: 0.1387, nRMSE: 0.13%
0 0.12176757
1 0.12076176
2 0.20238449
66000
Epoch [4/10], Step [132/200], Loss: 0.1654, nRMSE: 0.12%
0 0.12926467
1 0.12639682
2 0.18542284
66500
Epoch [4/10], Step [133/200], Loss: 0.1710, nRMSE: 0.13%
0 0.12619959
1 0.12436425
2 0.1959924
67000
Epoch [4/10], Step [134/200], Loss: 0.1704, nRMSE: 0.13%
0 0.123685695
1 0.12358983
2 0.1927795
67500
Epoch [4/10], Step [135/200], Loss: 0.1561, nRMSE: 0.12%
0 0.11699828
1 0.117429644
2 0.19765384
68000
Epoch [4/10], Step [136/200], Loss: 0.1685, nRMSE: 0.12%
0 0.122407176
1 0.12124593
2 0.17399241
68500
Epoch [4/10], Step [137/200], Loss: 0.1485, nRMSE: 0.12%
0 0.120089315
1 0.12053756
2 0.22618417
69000
Epoch [4/10], Step [138/200], Loss: 0.1946, nRMSE: 0.12%
0 0.120295
1 0.11908685
2 0.20370203
69500
Epoch [4/10], Step [139/200], Loss: 0.1718, nRMSE: 0.12%
0 0.12516223
1 0.1254746
2 0.1856899
70000
Epoch [4/10], Step [140/200], Loss: 0.1419, nRMSE: 0.13%
0 0.1153661
1 0.11788977
2 0.18997104
70500
Epoch [4/10], Step [141/200], Loss: 0.1409, nRMSE: 0.12%
0 0.120863564
1 0.12033713
2 0.18711977
71000
Epoch [4/10], Step [142/200], Loss: 0.1620, nRMSE: 0.12%
0 0.12466274
1 0.12019502
2 0.17549144
71500
Epoch [4/10], Step [143/200], Loss: 0.1291, nRMSE: 0.12%
0 0.11909725
1 0.11625062
2 0.21534169
72000
Epoch [4/10], Step [144/200], Loss: 0.2060, nRMSE: 0.12%
0 0.12691694
1 0.13035525
2 0.2342319
72500
Epoch [4/10], Step [145/200], Loss: 0.2081, nRMSE: 0.13%
0 0.11914134
1 0.119656295
2 0.17752731
73000
Epoch [4/10], Step [146/200], Loss: 0.1489, nRMSE: 0.12%
0 0.11807423
1 0.12364382
2 0.21657081
73500
Epoch [4/10], Step [147/200], Loss: 0.1953, nRMSE: 0.12%
0 0.124407955
1 0.13059442
2 0.18869491
74000
Epoch [4/10], Step [148/200], Loss: 0.1625, nRMSE: 0.12%
0 0.12506329
1 0.1271242
2 0.20911282
74500
Epoch [4/10], Step [149/200], Loss: 0.1722, nRMSE: 0.13%
0 0.12246795
1 0.1269984
2 0.20396078
75000
Epoch [4/10], Step [150/200], Loss: 0.1814, nRMSE: 0.12%
0 0.12149995
1 0.12427955
2 0.20778906
75500
Epoch [4/10], Step [151/200], Loss: 0.1831, nRMSE: 0.12%
0 0.12337305
1 0.12590644
2 0.18066813
76000
Epoch [4/10], Step [152/200], Loss: 0.1379, nRMSE: 0.12%
0 0.12878877
1 0.12868962
2 0.18296398
76500
Epoch [4/10], Step [153/200], Loss: 0.1503, nRMSE: 0.13%
0 0.11829222
1 0.120201044
2 0.20831177
77000
Epoch [4/10], Step [154/200], Loss: 0.1800, nRMSE: 0.12%
0 0.11526096
1 0.11893644
2 0.21976185
77500
Epoch [4/10], Step [155/200], Loss: 0.1716, nRMSE: 0.12%
0 0.12710626
1 0.12825572
2 0.20652221
78000
Epoch [4/10], Step [156/200], Loss: 0.1873, nRMSE: 0.13%
0 0.11899399
1 0.11994678
2 0.20318866
78500
Epoch [4/10], Step [157/200], Loss: 0.1868, nRMSE: 0.12%
0 0.12423134
1 0.124966785
2 0.21999942
79000
Epoch [4/10], Step [158/200], Loss: 0.1949, nRMSE: 0.12%
0 0.117217764
1 0.11820947
2 0.20042779
79500
Epoch [4/10], Step [159/200], Loss: 0.1679, nRMSE: 0.12%
0 0.12405707
1 0.12808497
2 0.23057708
80000
Epoch [4/10], Step [160/200], Loss: 0.2086, nRMSE: 0.12%
0 0.117556445
1 0.11705865
2 0.18168753
80500
Epoch [4/10], Step [161/200], Loss: 0.1497, nRMSE: 0.12%
0 0.12237289
1 0.12233572
2 0.21383251
81000
Epoch [4/10], Step [162/200], Loss: 0.1855, nRMSE: 0.12%
0 0.122992225
1 0.12628971
2 0.20373793
81500
Epoch [4/10], Step [163/200], Loss: 0.1729, nRMSE: 0.12%
0 0.120340325
1 0.1203303
2 0.20300893
82000
Epoch [4/10], Step [164/200], Loss: 0.1760, nRMSE: 0.12%
0 0.118765086
1 0.11671078
2 0.19627726
82500
Epoch [4/10], Step [165/200], Loss: 0.1592, nRMSE: 0.12%
0 0.11937587
1 0.12186282
2 0.20366949
83000
Epoch [4/10], Step [166/200], Loss: 0.1780, nRMSE: 0.12%
0 0.11831903
1 0.11925346
2 0.18889685
83500
Epoch [4/10], Step [167/200], Loss: 0.1617, nRMSE: 0.12%
0 0.109575465
1 0.112126194
2 0.20318305
84000
Epoch [4/10], Step [168/200], Loss: 0.1676, nRMSE: 0.11%
0 0.11696008
1 0.11812508
2 0.20192818
84500
Epoch [4/10], Step [169/200], Loss: 0.1708, nRMSE: 0.12%
0 0.114795506
1 0.116163015
2 0.20992729
85000
Epoch [4/10], Step [170/200], Loss: 0.1732, nRMSE: 0.11%
0 0.117304094
1 0.118948065
2 0.19186276
85500
Epoch [4/10], Step [171/200], Loss: 0.1630, nRMSE: 0.12%
0 0.11132974
1 0.111063756
2 0.22097133
86000
Epoch [4/10], Step [172/200], Loss: 0.2079, nRMSE: 0.11%
0 0.111902796
1 0.116720974
2 0.20006126
86500
Epoch [4/10], Step [173/200], Loss: 0.1749, nRMSE: 0.11%
0 0.117101915
1 0.1186671
2 0.18410516
87000
Epoch [4/10], Step [174/200], Loss: 0.1485, nRMSE: 0.12%
0 0.11886483
1 0.120849915
2 0.18876447
87500
Epoch [4/10], Step [175/200], Loss: 0.1470, nRMSE: 0.12%
0 0.11934248
1 0.11819507
2 0.19842228
88000
Epoch [4/10], Step [176/200], Loss: 0.1518, nRMSE: 0.12%
0 0.119531564
1 0.12024699
2 0.19968535
88500
Epoch [4/10], Step [177/200], Loss: 0.1642, nRMSE: 0.12%
0 0.11574726
1 0.11788634
2 0.19255888
89000
Epoch [4/10], Step [178/200], Loss: 0.1630, nRMSE: 0.12%
0 0.11884956
1 0.12161559
2 0.20607883
89500
Epoch [4/10], Step [179/200], Loss: 0.1782, nRMSE: 0.12%
0 0.11082489
1 0.11129142
2 0.19143352
90000
Epoch [4/10], Step [180/200], Loss: 0.1623, nRMSE: 0.11%
0 0.1241324
1 0.1237001
2 0.18013228
90500
Epoch [4/10], Step [181/200], Loss: 0.1270, nRMSE: 0.12%
0 0.12023995
1 0.121560514
2 0.2082318
91000
Epoch [4/10], Step [182/200], Loss: 0.1601, nRMSE: 0.12%
0 0.12486435
1 0.1290595
2 0.21581262
91500
Epoch [4/10], Step [183/200], Loss: 0.1744, nRMSE: 0.12%
0 0.1252686
1 0.1263803
2 0.19806288
92000
Epoch [4/10], Step [184/200], Loss: 0.1633, nRMSE: 0.13%
0 0.11583974
1 0.12038565
2 0.19015174
92500
Epoch [4/10], Step [185/200], Loss: 0.1633, nRMSE: 0.12%
0 0.115502074
1 0.11710265
2 0.19449055
93000
Epoch [4/10], Step [186/200], Loss: 0.1522, nRMSE: 0.12%
0 0.11998581
1 0.122176014
2 0.17362332
93500
Epoch [4/10], Step [187/200], Loss: 0.1360, nRMSE: 0.12%
0 0.1317541
1 0.12999482
2 0.19853133
94000
Epoch [4/10], Step [188/200], Loss: 0.1569, nRMSE: 0.13%
0 0.113931544
1 0.114644125
2 0.15581813
94500
Epoch [4/10], Step [189/200], Loss: 0.1124, nRMSE: 0.11%
0 0.12499912
1 0.12873437
2 0.1936454
95000
Epoch [4/10], Step [190/200], Loss: 0.1556, nRMSE: 0.12%
0 0.117726915
1 0.116188936
2 0.1989792
95500
Epoch [4/10], Step [191/200], Loss: 0.1716, nRMSE: 0.12%
0 0.122708425
1 0.123506464
2 0.18699756
96000
Epoch [4/10], Step [192/200], Loss: 0.1377, nRMSE: 0.12%
0 0.107396975
1 0.11059934
2 0.22481237
96500
Epoch [4/10], Step [193/200], Loss: 0.1912, nRMSE: 0.11%
0 0.1264429
1 0.124490194
2 0.20518403
97000
Epoch [4/10], Step [194/200], Loss: 0.1697, nRMSE: 0.13%
0 0.12681617
1 0.12609306
2 0.17573008
97500
Epoch [4/10], Step [195/200], Loss: 0.1383, nRMSE: 0.13%
0 0.12825693
1 0.1262679
2 0.20129967
98000
Epoch [4/10], Step [196/200], Loss: 0.1702, nRMSE: 0.13%
0 0.116408214
1 0.11788361
2 0.17984663
98500
Epoch [4/10], Step [197/200], Loss: 0.1352, nRMSE: 0.12%
0 0.123490244
1 0.12395037
2 0.19856197
99000
Epoch [4/10], Step [198/200], Loss: 0.1485, nRMSE: 0.12%
0 0.116977476
1 0.1167645
2 0.20008175
99500
Epoch [4/10], Step [199/200], Loss: 0.1536, nRMSE: 0.12%
TEST PHASE
[0.10127834 0.10088947 0.15618618]
0 0.10127837
1 0.10088949
2 0.15618624
0 0.11919638
1 0.122755185
2 0.17558259
0
Epoch [5/10], Step [0/200], Loss: 0.1252, nRMSE: 0.12%
0 0.11513401
1 0.11572404
2 0.17030878
500
Epoch [5/10], Step [1/200], Loss: 0.1511, nRMSE: 0.12%
0 0.11863516
1 0.1180835
2 0.19232842
1000
Epoch [5/10], Step [2/200], Loss: 0.1650, nRMSE: 0.12%
0 0.124127895
1 0.12526776
2 0.19598563
1500
Epoch [5/10], Step [3/200], Loss: 0.1666, nRMSE: 0.12%
0 0.12084471
1 0.12193071
2 0.18759032
2000
Epoch [5/10], Step [4/200], Loss: 0.1567, nRMSE: 0.12%
0 0.123760134
1 0.12592213
2 0.2119844
2500
Epoch [5/10], Step [5/200], Loss: 0.1846, nRMSE: 0.12%
0 0.11698912
1 0.118897274
2 0.19904691
3000
Epoch [5/10], Step [6/200], Loss: 0.1577, nRMSE: 0.12%
0 0.117964484
1 0.12114827
2 0.19498622
3500
Epoch [5/10], Step [7/200], Loss: 0.1476, nRMSE: 0.12%
0 0.11273036
1 0.11309182
2 0.17975575
4000
Epoch [5/10], Step [8/200], Loss: 0.1371, nRMSE: 0.11%
0 0.12485239
1 0.124857195
2 0.197129
4500
Epoch [5/10], Step [9/200], Loss: 0.1740, nRMSE: 0.12%
0 0.113052934
1 0.11445333
2 0.17461812
5000
Epoch [5/10], Step [10/200], Loss: 0.1269, nRMSE: 0.11%
0 0.1308516
1 0.1317495
2 0.20409134
5500
Epoch [5/10], Step [11/200], Loss: 0.1700, nRMSE: 0.13%
0 0.11986182
1 0.12299774
2 0.17331481
6000
Epoch [5/10], Step [12/200], Loss: 0.1384, nRMSE: 0.12%
0 0.13222797
1 0.13257356
2 0.19406745
6500
Epoch [5/10], Step [13/200], Loss: 0.1694, nRMSE: 0.13%
0 0.11928613
1 0.12084172
2 0.1835119
7000
Epoch [5/10], Step [14/200], Loss: 0.1370, nRMSE: 0.12%
0 0.120206386
1 0.11980393
2 0.2130039
7500
Epoch [5/10], Step [15/200], Loss: 0.1833, nRMSE: 0.12%
0 0.11918885
1 0.118201226
2 0.19629994
8000
Epoch [5/10], Step [16/200], Loss: 0.1686, nRMSE: 0.12%
0 0.121760584
1 0.12177095
2 0.17780186
8500
Epoch [5/10], Step [17/200], Loss: 0.1404, nRMSE: 0.12%
0 0.1137738
1 0.118858404
2 0.19979963
9000
Epoch [5/10], Step [18/200], Loss: 0.1695, nRMSE: 0.11%
0 0.12622774
1 0.12352685
2 0.17642288
9500
Epoch [5/10], Step [19/200], Loss: 0.1289, nRMSE: 0.13%
0 0.12810677
1 0.12464992
2 0.18031695
10000
Epoch [5/10], Step [20/200], Loss: 0.1312, nRMSE: 0.13%
0 0.12178279
1 0.124004245
2 0.19132052
10500
Epoch [5/10], Step [21/200], Loss: 0.1495, nRMSE: 0.12%
0 0.11331688
1 0.11337654
2 0.17272824
11000
Epoch [5/10], Step [22/200], Loss: 0.1263, nRMSE: 0.11%
0 0.12752818
1 0.12268669
2 0.20204584
11500
Epoch [5/10], Step [23/200], Loss: 0.1687, nRMSE: 0.13%
0 0.11886431
1 0.117619626
2 0.1805089
12000
Epoch [5/10], Step [24/200], Loss: 0.1523, nRMSE: 0.12%
0 0.12150064
1 0.119364716
2 0.1650776
12500
Epoch [5/10], Step [25/200], Loss: 0.1153, nRMSE: 0.12%
0 0.12199226
1 0.1195397
2 0.18707222
13000
Epoch [5/10], Step [26/200], Loss: 0.1469, nRMSE: 0.12%
0 0.10842163
1 0.1126666
2 0.17574078
13500
Epoch [5/10], Step [27/200], Loss: 0.1231, nRMSE: 0.11%
0 0.1142381
1 0.1158863
2 0.1848562
14000
Epoch [5/10], Step [28/200], Loss: 0.1448, nRMSE: 0.11%
0 0.1262579
1 0.12318754
2 0.1673496
14500
Epoch [5/10], Step [29/200], Loss: 0.1288, nRMSE: 0.13%
0 0.115133315
1 0.11775452
2 0.18251115
15000
Epoch [5/10], Step [30/200], Loss: 0.1599, nRMSE: 0.12%
0 0.11843137
1 0.1179928
2 0.18187486
15500
Epoch [5/10], Step [31/200], Loss: 0.1460, nRMSE: 0.12%
0 0.11688239
1 0.11850204
2 0.16896941
16000
Epoch [5/10], Step [32/200], Loss: 0.1231, nRMSE: 0.12%
0 0.111840665
1 0.11203975
2 0.18648893
16500
Epoch [5/10], Step [33/200], Loss: 0.1461, nRMSE: 0.11%
0 0.11304116
1 0.112213254
2 0.21432562
17000
Epoch [5/10], Step [34/200], Loss: 0.1806, nRMSE: 0.11%
0 0.11522697
1 0.114566326
2 0.17605954
17500
Epoch [5/10], Step [35/200], Loss: 0.1402, nRMSE: 0.12%
0 0.11980245
1 0.12014573
2 0.19115247
18000
Epoch [5/10], Step [36/200], Loss: 0.1447, nRMSE: 0.12%
0 0.11302558
1 0.11416535
2 0.21205111
18500
Epoch [5/10], Step [37/200], Loss: 0.1832, nRMSE: 0.11%
0 0.1082051
1 0.111979134
2 0.20756593
19000
Epoch [5/10], Step [38/200], Loss: 0.1548, nRMSE: 0.11%
0 0.11839206
1 0.11583769
2 0.18868333
19500
Epoch [5/10], Step [39/200], Loss: 0.1382, nRMSE: 0.12%
0 0.121155575
1 0.120813854
2 0.17204604
20000
Epoch [5/10], Step [40/200], Loss: 0.1328, nRMSE: 0.12%
0 0.13085392
1 0.12887317
2 0.1968412
20500
Epoch [5/10], Step [41/200], Loss: 0.1717, nRMSE: 0.13%
0 0.12073066
1 0.121395946
2 0.20677292
21000
Epoch [5/10], Step [42/200], Loss: 0.1703, nRMSE: 0.12%
0 0.11492155
1 0.11498575
2 0.21220008
21500
Epoch [5/10], Step [43/200], Loss: 0.1817, nRMSE: 0.11%
0 0.120901644
1 0.12074843
2 0.18587634
22000
Epoch [5/10], Step [44/200], Loss: 0.1444, nRMSE: 0.12%
0 0.116153896
1 0.115829915
2 0.18490428
22500
Epoch [5/10], Step [45/200], Loss: 0.1392, nRMSE: 0.12%
0 0.12608907
1 0.12651208
2 0.21402943
23000
Epoch [5/10], Step [46/200], Loss: 0.2032, nRMSE: 0.13%
0 0.12313097
1 0.118753865
2 0.17703615
23500
Epoch [5/10], Step [47/200], Loss: 0.1375, nRMSE: 0.12%
0 0.1170192
1 0.116753116
2 0.18618052
24000
Epoch [5/10], Step [48/200], Loss: 0.1547, nRMSE: 0.12%
0 0.11583391
1 0.11959313
2 0.22313318
24500
Epoch [5/10], Step [49/200], Loss: 0.1821, nRMSE: 0.12%
0 0.12624845
1 0.12533866
2 0.18238191
25000
Epoch [5/10], Step [50/200], Loss: 0.1536, nRMSE: 0.13%
0 0.11921499
1 0.12065119
2 0.22181708
25500
Epoch [5/10], Step [51/200], Loss: 0.1840, nRMSE: 0.12%
0 0.12730223
1 0.1288651
2 0.20750776
26000
Epoch [5/10], Step [52/200], Loss: 0.1886, nRMSE: 0.13%
0 0.1165347
1 0.1165984
2 0.20835666
26500
Epoch [5/10], Step [53/200], Loss: 0.1762, nRMSE: 0.12%
0 0.11406355
1 0.11539904
2 0.22176498
27000
Epoch [5/10], Step [54/200], Loss: 0.1954, nRMSE: 0.11%
0 0.12278023
1 0.12349186
2 0.20607772
27500
Epoch [5/10], Step [55/200], Loss: 0.1959, nRMSE: 0.12%
0 0.1173113
1 0.11993066
2 0.1980652
28000
Epoch [5/10], Step [56/200], Loss: 0.1621, nRMSE: 0.12%
0 0.121779546
1 0.12358181
2 0.21001385
28500
Epoch [5/10], Step [57/200], Loss: 0.1634, nRMSE: 0.12%
0 0.12685509
1 0.12809856
2 0.2456852
29000
Epoch [5/10], Step [58/200], Loss: 0.2234, nRMSE: 0.13%
0 0.11978945
1 0.119719386
2 0.19808665
29500
Epoch [5/10], Step [59/200], Loss: 0.1515, nRMSE: 0.12%
0 0.12095563
1 0.12294182
2 0.19230439
30000
Epoch [5/10], Step [60/200], Loss: 0.1529, nRMSE: 0.12%
0 0.124577805
1 0.12231285
2 0.18165185
30500
Epoch [5/10], Step [61/200], Loss: 0.1551, nRMSE: 0.12%
0 0.1100018
1 0.11197534
2 0.19020446
31000
Epoch [5/10], Step [62/200], Loss: 0.1490, nRMSE: 0.11%
0 0.1120778
1 0.1156167
2 0.19231239
31500
Epoch [5/10], Step [63/200], Loss: 0.1514, nRMSE: 0.11%
0 0.114146516
1 0.115551405
2 0.16987263
32000
Epoch [5/10], Step [64/200], Loss: 0.1165, nRMSE: 0.11%
0 0.112396024
1 0.113323405
2 0.19595471
32500
Epoch [5/10], Step [65/200], Loss: 0.1552, nRMSE: 0.11%
0 0.11815162
1 0.1202378
2 0.20492363
33000
Epoch [5/10], Step [66/200], Loss: 0.1703, nRMSE: 0.12%
0 0.118682
1 0.121420056
2 0.19505617
33500
Epoch [5/10], Step [67/200], Loss: 0.1677, nRMSE: 0.12%
0 0.115960434
1 0.11761877
2 0.18096177
34000
Epoch [5/10], Step [68/200], Loss: 0.1349, nRMSE: 0.12%
0 0.12134786
1 0.12243583
2 0.18419547
34500
Epoch [5/10], Step [69/200], Loss: 0.1350, nRMSE: 0.12%
0 0.12052168
1 0.12106568
2 0.19936606
35000
Epoch [5/10], Step [70/200], Loss: 0.1727, nRMSE: 0.12%
0 0.11884877
1 0.1195723
2 0.19945142
35500
Epoch [5/10], Step [71/200], Loss: 0.1573, nRMSE: 0.12%
0 0.11273222
1 0.110345066
2 0.17450508
36000
Epoch [5/10], Step [72/200], Loss: 0.1186, nRMSE: 0.11%
0 0.11120686
1 0.1115564
2 0.20656332
36500
Epoch [5/10], Step [73/200], Loss: 0.1738, nRMSE: 0.11%
0 0.11865933
1 0.121675186
2 0.2031443
37000
Epoch [5/10], Step [74/200], Loss: 0.1614, nRMSE: 0.12%
0 0.11986564
1 0.1193178
2 0.19281082
37500
Epoch [5/10], Step [75/200], Loss: 0.1472, nRMSE: 0.12%
0 0.11827074
1 0.11930898
2 0.21115977
38000
Epoch [5/10], Step [76/200], Loss: 0.1827, nRMSE: 0.12%
0 0.12410883
1 0.12448714
2 0.17664446
38500
Epoch [5/10], Step [77/200], Loss: 0.1489, nRMSE: 0.12%
0 0.11632756
1 0.1180569
2 0.18797603
39000
Epoch [5/10], Step [78/200], Loss: 0.1626, nRMSE: 0.12%
0 0.11626238
1 0.11733462
2 0.17112261
39500
Epoch [5/10], Step [79/200], Loss: 0.1285, nRMSE: 0.12%
0 0.12319262
1 0.12096465
2 0.16654894
40000
Epoch [5/10], Step [80/200], Loss: 0.1187, nRMSE: 0.12%
0 0.11863177
1 0.11632047
2 0.17235094
40500
Epoch [5/10], Step [81/200], Loss: 0.1315, nRMSE: 0.12%
0 0.120740235
1 0.12017186
2 0.20157133
41000
Epoch [5/10], Step [82/200], Loss: 0.1701, nRMSE: 0.12%
0 0.11706273
1 0.11411788
2 0.18740666
41500
Epoch [5/10], Step [83/200], Loss: 0.1455, nRMSE: 0.12%
0 0.12653539
1 0.12341273
2 0.17991753
42000
Epoch [5/10], Step [84/200], Loss: 0.1489, nRMSE: 0.13%
0 0.12469059
1 0.124071494
2 0.17977321
42500
Epoch [5/10], Step [85/200], Loss: 0.1421, nRMSE: 0.12%
0 0.111236826
1 0.11309714
2 0.16489972
43000
Epoch [5/10], Step [86/200], Loss: 0.1252, nRMSE: 0.11%
0 0.12055861
1 0.11814528
2 0.15965472
43500
Epoch [5/10], Step [87/200], Loss: 0.1130, nRMSE: 0.12%
0 0.120402195
1 0.12135557
2 0.21385072
44000
Epoch [5/10], Step [88/200], Loss: 0.2046, nRMSE: 0.12%
0 0.11677006
1 0.116058886
2 0.18753861
44500
Epoch [5/10], Step [89/200], Loss: 0.1520, nRMSE: 0.12%
0 0.11925769
1 0.119129725
2 0.20241946
45000
Epoch [5/10], Step [90/200], Loss: 0.1526, nRMSE: 0.12%
0 0.117289186
1 0.11444883
2 0.1967938
45500
Epoch [5/10], Step [91/200], Loss: 0.1537, nRMSE: 0.12%
0 0.116025604
1 0.11479004
2 0.16215481
46000
Epoch [5/10], Step [92/200], Loss: 0.1109, nRMSE: 0.12%
0 0.11666964
1 0.11468384
2 0.19767877
46500
Epoch [5/10], Step [93/200], Loss: 0.1647, nRMSE: 0.12%
0 0.12211303
1 0.121610925
2 0.20404738
47000
Epoch [5/10], Step [94/200], Loss: 0.1715, nRMSE: 0.12%
0 0.12385242
1 0.12293158
2 0.24899878
47500
Epoch [5/10], Step [95/200], Loss: 0.2729, nRMSE: 0.12%
0 0.123282716
1 0.12266459
2 0.14816976
48000
Epoch [5/10], Step [96/200], Loss: 0.1091, nRMSE: 0.12%
0 0.11620363
1 0.11277261
2 0.17071444
48500
Epoch [5/10], Step [97/200], Loss: 0.1284, nRMSE: 0.12%
0 0.11048868
1 0.11039387
2 0.18810497
49000
Epoch [5/10], Step [98/200], Loss: 0.1366, nRMSE: 0.11%
0 0.11572209
1 0.1155885
2 0.18422098
49500
Epoch [5/10], Step [99/200], Loss: 0.1248, nRMSE: 0.12%
0 0.11994851
1 0.11994333
2 0.16281389
50000
Epoch [5/10], Step [100/200], Loss: 0.1265, nRMSE: 0.12%
0 0.117339484
1 0.11570636
2 0.1618401
50500
Epoch [5/10], Step [101/200], Loss: 0.1180, nRMSE: 0.12%
0 0.12571536
1 0.12492827
2 0.17012164
51000
Epoch [5/10], Step [102/200], Loss: 0.1330, nRMSE: 0.13%
0 0.12022911
1 0.12378021
2 0.18244329
51500
Epoch [5/10], Step [103/200], Loss: 0.1325, nRMSE: 0.12%
0 0.11935987
1 0.120634496
2 0.1718535
52000
Epoch [5/10], Step [104/200], Loss: 0.1265, nRMSE: 0.12%
0 0.11537297
1 0.11619735
2 0.18884397
52500
Epoch [5/10], Step [105/200], Loss: 0.1468, nRMSE: 0.12%
0 0.11454689
1 0.115087226
2 0.15991524
53000
Epoch [5/10], Step [106/200], Loss: 0.1136, nRMSE: 0.11%
0 0.11827782
1 0.12175007
2 0.16443564
53500
Epoch [5/10], Step [107/200], Loss: 0.1202, nRMSE: 0.12%
0 0.11659863
1 0.1203849
2 0.1918697
54000
Epoch [5/10], Step [108/200], Loss: 0.1587, nRMSE: 0.12%
0 0.117312774
1 0.1179761
2 0.16136155
54500
Epoch [5/10], Step [109/200], Loss: 0.1231, nRMSE: 0.12%
0 0.10446126
1 0.10584125
2 0.17054369
55000
Epoch [5/10], Step [110/200], Loss: 0.1156, nRMSE: 0.10%
0 0.11723593
1 0.115373045
2 0.16833201
55500
Epoch [5/10], Step [111/200], Loss: 0.1185, nRMSE: 0.12%
0 0.11978868
1 0.11720226
2 0.18600012
56000
Epoch [5/10], Step [112/200], Loss: 0.1359, nRMSE: 0.12%
0 0.11685599
1 0.119868346
2 0.19622378
56500
Epoch [5/10], Step [113/200], Loss: 0.1554, nRMSE: 0.12%
0 0.119614735
1 0.11730063
2 0.1612621
57000
Epoch [5/10], Step [114/200], Loss: 0.1217, nRMSE: 0.12%
0 0.12501577
1 0.12407752
2 0.17350687
57500
Epoch [5/10], Step [115/200], Loss: 0.1430, nRMSE: 0.13%
0 0.11257403
1 0.11541372
2 0.17981163
58000
Epoch [5/10], Step [116/200], Loss: 0.1442, nRMSE: 0.11%
0 0.12032882
1 0.11835531
2 0.19172794
58500
Epoch [5/10], Step [117/200], Loss: 0.1467, nRMSE: 0.12%
0 0.11484853
1 0.112353235
2 0.16682394
59000
Epoch [5/10], Step [118/200], Loss: 0.1200, nRMSE: 0.11%
0 0.11710397
1 0.11677051
2 0.14900544
59500
Epoch [5/10], Step [119/200], Loss: 0.1051, nRMSE: 0.12%
0 0.11999279
1 0.121004514
2 0.17949098
60000
Epoch [5/10], Step [120/200], Loss: 0.1435, nRMSE: 0.12%
0 0.11384608
1 0.114057906
2 0.1678965
60500
Epoch [5/10], Step [121/200], Loss: 0.1221, nRMSE: 0.11%
0 0.11056521
1 0.1112831
2 0.17503113
61000
Epoch [5/10], Step [122/200], Loss: 0.1340, nRMSE: 0.11%
0 0.116946295
1 0.11790666
2 0.19611458
61500
Epoch [5/10], Step [123/200], Loss: 0.1634, nRMSE: 0.12%
0 0.121139385
1 0.117428444
2 0.22959583
62000
Epoch [5/10], Step [124/200], Loss: 0.1927, nRMSE: 0.12%
0 0.113197796
1 0.11404001
2 0.16024989
62500
Epoch [5/10], Step [125/200], Loss: 0.1225, nRMSE: 0.11%
0 0.112921745
1 0.111355074
2 0.17456695
63000
Epoch [5/10], Step [126/200], Loss: 0.1197, nRMSE: 0.11%
0 0.109845616
1 0.11327032
2 0.17603481
63500
Epoch [5/10], Step [127/200], Loss: 0.1238, nRMSE: 0.11%
0 0.114108615
1 0.113278314
2 0.15319972
64000
Epoch [5/10], Step [128/200], Loss: 0.1005, nRMSE: 0.11%
0 0.1204389
1 0.12085334
2 0.19759926
64500
Epoch [5/10], Step [129/200], Loss: 0.1622, nRMSE: 0.12%
0 0.1285033
1 0.12600105
2 0.19210814
65000
Epoch [5/10], Step [130/200], Loss: 0.1676, nRMSE: 0.13%
0 0.1166145
1 0.116496034
2 0.21754408
65500
Epoch [5/10], Step [131/200], Loss: 0.1842, nRMSE: 0.12%
0 0.11822367
1 0.11614663
2 0.17236462
66000
Epoch [5/10], Step [132/200], Loss: 0.1261, nRMSE: 0.12%
0 0.124907434
1 0.12296818
2 0.17487532
66500
Epoch [5/10], Step [133/200], Loss: 0.1537, nRMSE: 0.12%
0 0.11581288
1 0.11484767
2 0.15284547
67000
Epoch [5/10], Step [134/200], Loss: 0.1112, nRMSE: 0.12%
0 0.11389754
1 0.115771204
2 0.17780642
67500
Epoch [5/10], Step [135/200], Loss: 0.1331, nRMSE: 0.11%
0 0.11332628
1 0.113657065
2 0.19024599
68000
Epoch [5/10], Step [136/200], Loss: 0.1564, nRMSE: 0.11%
0 0.11269595
1 0.11625342
2 0.16533266
68500
Epoch [5/10], Step [137/200], Loss: 0.1334, nRMSE: 0.11%
0 0.120563336
1 0.121279344
2 0.18382613
69000
Epoch [5/10], Step [138/200], Loss: 0.1382, nRMSE: 0.12%
0 0.12395709
1 0.12623058
2 0.18410736
69500
Epoch [5/10], Step [139/200], Loss: 0.1479, nRMSE: 0.12%
0 0.119821474
1 0.12081141
2 0.15787473
70000
Epoch [5/10], Step [140/200], Loss: 0.1091, nRMSE: 0.12%
0 0.117325686
1 0.12189142
2 0.20223285
70500
Epoch [5/10], Step [141/200], Loss: 0.1573, nRMSE: 0.12%
0 0.11915841
1 0.11993679
2 0.15627162
71000
Epoch [5/10], Step [142/200], Loss: 0.1217, nRMSE: 0.12%
0 0.11857322
1 0.11810165
2 0.16286185
71500
Epoch [5/10], Step [143/200], Loss: 0.1134, nRMSE: 0.12%
0 0.110132046
1 0.11018978
2 0.20051627
72000
Epoch [5/10], Step [144/200], Loss: 0.1789, nRMSE: 0.11%
0 0.11969955
1 0.122882426
2 0.1864184
72500
Epoch [5/10], Step [145/200], Loss: 0.1404, nRMSE: 0.12%
0 0.11188118
1 0.109914936
2 0.15176377
73000
Epoch [5/10], Step [146/200], Loss: 0.1127, nRMSE: 0.11%
0 0.11950176
1 0.12436983
2 0.18542416
73500
Epoch [5/10], Step [147/200], Loss: 0.1515, nRMSE: 0.12%
0 0.11724687
1 0.11985402
2 0.15526836
74000
Epoch [5/10], Step [148/200], Loss: 0.1164, nRMSE: 0.12%
0 0.11559532
1 0.11552076
2 0.16952433
74500
Epoch [5/10], Step [149/200], Loss: 0.1191, nRMSE: 0.12%
0 0.11726134
1 0.12172747
2 0.20605265
75000
Epoch [5/10], Step [150/200], Loss: 0.1820, nRMSE: 0.12%
0 0.118489645
1 0.11888844
2 0.19853927
75500
Epoch [5/10], Step [151/200], Loss: 0.1678, nRMSE: 0.12%
0 0.117629714
1 0.11819222
2 0.14431548
76000
Epoch [5/10], Step [152/200], Loss: 0.0964, nRMSE: 0.12%
0 0.123362616
1 0.12342159
2 0.16483152
76500
Epoch [5/10], Step [153/200], Loss: 0.1255, nRMSE: 0.12%
0 0.11689956
1 0.11810005
2 0.21260622
77000
Epoch [5/10], Step [154/200], Loss: 0.1855, nRMSE: 0.12%
0 0.11210442
1 0.11359401
2 0.18469317
77500
Epoch [5/10], Step [155/200], Loss: 0.1277, nRMSE: 0.11%
0 0.11967321
1 0.117880605
2 0.17850704
78000
Epoch [5/10], Step [156/200], Loss: 0.1436, nRMSE: 0.12%
0 0.11575769
1 0.11442324
2 0.17423342
78500
Epoch [5/10], Step [157/200], Loss: 0.1428, nRMSE: 0.12%
0 0.1149075
1 0.11173076
2 0.18654625
79000
Epoch [5/10], Step [158/200], Loss: 0.1434, nRMSE: 0.11%
0 0.116275124
1 0.11698408
2 0.16730839
79500
Epoch [5/10], Step [159/200], Loss: 0.1248, nRMSE: 0.12%
0 0.11752204
1 0.11939462
2 0.18584532
80000
Epoch [5/10], Step [160/200], Loss: 0.1430, nRMSE: 0.12%
0 0.1137537
1 0.11499818
2 0.168539
80500
Epoch [5/10], Step [161/200], Loss: 0.1313, nRMSE: 0.11%
0 0.11309839
1 0.11248922
2 0.19623852
81000
Epoch [5/10], Step [162/200], Loss: 0.1565, nRMSE: 0.11%
0 0.11610982
1 0.12002815
2 0.18250924
81500
Epoch [5/10], Step [163/200], Loss: 0.1417, nRMSE: 0.12%
0 0.11610909
1 0.11398023
2 0.18191816
82000
Epoch [5/10], Step [164/200], Loss: 0.1446, nRMSE: 0.12%
0 0.12043137
1 0.119017825
2 0.18841271
82500
Epoch [5/10], Step [165/200], Loss: 0.1497, nRMSE: 0.12%
0 0.11195339
1 0.11329776
2 0.1687354
83000
Epoch [5/10], Step [166/200], Loss: 0.1276, nRMSE: 0.11%
0 0.11841104
1 0.11885303
2 0.17944881
83500
Epoch [5/10], Step [167/200], Loss: 0.1485, nRMSE: 0.12%
0 0.11036708
1 0.113365576
2 0.20700546
84000
Epoch [5/10], Step [168/200], Loss: 0.1734, nRMSE: 0.11%
0 0.106890835
1 0.108843446
2 0.18205698
84500
Epoch [5/10], Step [169/200], Loss: 0.1397, nRMSE: 0.11%
0 0.10973606
1 0.1124774
2 0.19453366
85000
Epoch [5/10], Step [170/200], Loss: 0.1506, nRMSE: 0.11%
0 0.11164155
1 0.11411238
2 0.17700508
85500
Epoch [5/10], Step [171/200], Loss: 0.1406, nRMSE: 0.11%
0 0.11003672
1 0.114031374
2 0.16382274
86000
Epoch [5/10], Step [172/200], Loss: 0.1263, nRMSE: 0.11%
0 0.10492949
1 0.10935881
2 0.17766552
86500
Epoch [5/10], Step [173/200], Loss: 0.1404, nRMSE: 0.10%
0 0.110685915
1 0.111417346
2 0.17802942
87000
Epoch [5/10], Step [174/200], Loss: 0.1375, nRMSE: 0.11%
0 0.11355015
1 0.11620699
2 0.17242108
87500
Epoch [5/10], Step [175/200], Loss: 0.1251, nRMSE: 0.11%
0 0.11068271
1 0.11050423
2 0.18509884
88000
Epoch [5/10], Step [176/200], Loss: 0.1320, nRMSE: 0.11%
0 0.11077492
1 0.11353319
2 0.17172255
88500
Epoch [5/10], Step [177/200], Loss: 0.1256, nRMSE: 0.11%
0 0.11613722
1 0.116842374
2 0.18123898
89000
Epoch [5/10], Step [178/200], Loss: 0.1474, nRMSE: 0.12%
0 0.1110844
1 0.112878464
2 0.17350478
89500
Epoch [5/10], Step [179/200], Loss: 0.1308, nRMSE: 0.11%
0 0.11650507
1 0.116092384
2 0.18630776
90000
Epoch [5/10], Step [180/200], Loss: 0.1575, nRMSE: 0.12%
0 0.114941716
1 0.115568265
2 0.16987558
90500
Epoch [5/10], Step [181/200], Loss: 0.1121, nRMSE: 0.11%
0 0.11920092
1 0.11949288
2 0.20474736
91000
Epoch [5/10], Step [182/200], Loss: 0.1550, nRMSE: 0.12%
0 0.119267575
1 0.1217672
2 0.2104061
91500
Epoch [5/10], Step [183/200], Loss: 0.1642, nRMSE: 0.12%
0 0.11845114
1 0.12223464
2 0.16514236
92000
Epoch [5/10], Step [184/200], Loss: 0.1202, nRMSE: 0.12%
0 0.11342194
1 0.115323484
2 0.18455335
92500
Epoch [5/10], Step [185/200], Loss: 0.1538, nRMSE: 0.11%
0 0.10604831
1 0.106787175
2 0.18533999
93000
Epoch [5/10], Step [186/200], Loss: 0.1361, nRMSE: 0.11%
0 0.11753095
1 0.116770774
2 0.17248046
93500
Epoch [5/10], Step [187/200], Loss: 0.1328, nRMSE: 0.12%
0 0.123340294
1 0.11920199
2 0.17440832
94000
Epoch [5/10], Step [188/200], Loss: 0.1241, nRMSE: 0.12%
0 0.11669108
1 0.11678651
2 0.16273421
94500
Epoch [5/10], Step [189/200], Loss: 0.1213, nRMSE: 0.12%
0 0.11818626
1 0.11902702
2 0.16678715
95000
Epoch [5/10], Step [190/200], Loss: 0.1197, nRMSE: 0.12%
0 0.113935895
1 0.114434764
2 0.17852591
95500
Epoch [5/10], Step [191/200], Loss: 0.1424, nRMSE: 0.11%
0 0.11255274
1 0.11526701
2 0.19216578
96000
Epoch [5/10], Step [192/200], Loss: 0.1393, nRMSE: 0.11%
0 0.10788191
1 0.10980108
2 0.2035741
96500
Epoch [5/10], Step [193/200], Loss: 0.1612, nRMSE: 0.11%
0 0.11405682
1 0.11100723
2 0.20070565
97000
Epoch [5/10], Step [194/200], Loss: 0.1575, nRMSE: 0.11%
0 0.11808926
1 0.11819338
2 0.17367479
97500
Epoch [5/10], Step [195/200], Loss: 0.1318, nRMSE: 0.12%
0 0.112794004
1 0.11428092
2 0.17581218
98000
Epoch [5/10], Step [196/200], Loss: 0.1308, nRMSE: 0.11%
0 0.11354636
1 0.11511954
2 0.16901602
98500
Epoch [5/10], Step [197/200], Loss: 0.1214, nRMSE: 0.11%
0 0.116034836
1 0.1176882
2 0.17560577
99000
Epoch [5/10], Step [198/200], Loss: 0.1196, nRMSE: 0.12%
0 0.11571833
1 0.11672674
2 0.17404617
99500
Epoch [5/10], Step [199/200], Loss: 0.1227, nRMSE: 0.12%
TEST PHASE
[0.09794412 0.09822514 0.13182136]
0 0.09794415
1 0.09822518
2 0.13182138
0 0.11059081
1 0.11137169
2 0.14593047
0
Epoch [6/10], Step [0/200], Loss: 0.0911, nRMSE: 0.11%
0 0.11408956
1 0.11292801
2 0.13875662
500
Epoch [6/10], Step [1/200], Loss: 0.1089, nRMSE: 0.11%
0 0.11459373
1 0.11187299
2 0.164734
1000
Epoch [6/10], Step [2/200], Loss: 0.1263, nRMSE: 0.11%
0 0.1141954
1 0.117321946
2 0.18865442
1500
Epoch [6/10], Step [3/200], Loss: 0.1523, nRMSE: 0.11%
0 0.11092586
1 0.111218005
2 0.1842163
2000
Epoch [6/10], Step [4/200], Loss: 0.1473, nRMSE: 0.11%
0 0.123472266
1 0.12629355
2 0.19015789
2500
Epoch [6/10], Step [5/200], Loss: 0.1547, nRMSE: 0.12%
0 0.11480916
1 0.11711155
2 0.19022098
3000
Epoch [6/10], Step [6/200], Loss: 0.1455, nRMSE: 0.11%
0 0.11976512
1 0.12130882
2 0.16828363
3500
Epoch [6/10], Step [7/200], Loss: 0.1178, nRMSE: 0.12%
0 0.11020957
1 0.11346816
2 0.157546
4000
Epoch [6/10], Step [8/200], Loss: 0.1109, nRMSE: 0.11%
0 0.11560442
1 0.11514825
2 0.18666194
4500
Epoch [6/10], Step [9/200], Loss: 0.1547, nRMSE: 0.12%
0 0.11345368
1 0.114158615
2 0.17107952
5000
Epoch [6/10], Step [10/200], Loss: 0.1229, nRMSE: 0.11%
0 0.120233506
1 0.12067974
2 0.17884739
5500
Epoch [6/10], Step [11/200], Loss: 0.1331, nRMSE: 0.12%
0 0.11764581
1 0.11848685
2 0.17815936
6000
Epoch [6/10], Step [12/200], Loss: 0.1430, nRMSE: 0.12%
0 0.1191717
1 0.12006485
2 0.16554572
6500
Epoch [6/10], Step [13/200], Loss: 0.1263, nRMSE: 0.12%
0 0.11473419
1 0.11528805
2 0.18253614
7000
Epoch [6/10], Step [14/200], Loss: 0.1333, nRMSE: 0.11%
0 0.11426319
1 0.113985024
2 0.20108344
7500
Epoch [6/10], Step [15/200], Loss: 0.1637, nRMSE: 0.11%
0 0.10690804
1 0.109460786
2 0.18133853
8000
Epoch [6/10], Step [16/200], Loss: 0.1432, nRMSE: 0.11%
0 0.11458719
1 0.11420605
2 0.1915592
8500
Epoch [6/10], Step [17/200], Loss: 0.1547, nRMSE: 0.11%
0 0.10733898
1 0.11040691
2 0.16870107
9000
Epoch [6/10], Step [18/200], Loss: 0.1254, nRMSE: 0.11%
0 0.12176378
1 0.11822434
2 0.15923397
9500
Epoch [6/10], Step [19/200], Loss: 0.1084, nRMSE: 0.12%
0 0.11994252
1 0.11664576
2 0.17802912
10000
Epoch [6/10], Step [20/200], Loss: 0.1249, nRMSE: 0.12%
0 0.11599506
1 0.11711535
2 0.14777894
10500
Epoch [6/10], Step [21/200], Loss: 0.0986, nRMSE: 0.12%
0 0.11383166
1 0.11102377
2 0.15363736
11000
Epoch [6/10], Step [22/200], Loss: 0.1053, nRMSE: 0.11%
0 0.123633124
1 0.11853779
2 0.18342294
11500
Epoch [6/10], Step [23/200], Loss: 0.1426, nRMSE: 0.12%
0 0.104491726
1 0.10634652
2 0.16210186
12000
Epoch [6/10], Step [24/200], Loss: 0.1224, nRMSE: 0.10%
0 0.1197119
1 0.116776034
2 0.15688904
12500
Epoch [6/10], Step [25/200], Loss: 0.1059, nRMSE: 0.12%
0 0.118366614
1 0.11480614
2 0.16043289
13000
Epoch [6/10], Step [26/200], Loss: 0.1140, nRMSE: 0.12%
0 0.10895128
1 0.11330643
2 0.17440401
13500
Epoch [6/10], Step [27/200], Loss: 0.1218, nRMSE: 0.11%
0 0.11294875
1 0.115493685
2 0.1559401
14000
Epoch [6/10], Step [28/200], Loss: 0.1103, nRMSE: 0.11%
0 0.1110378
1 0.11181662
2 0.1551242
14500
Epoch [6/10], Step [29/200], Loss: 0.1086, nRMSE: 0.11%
0 0.11037296
1 0.11346196
2 0.16313338
15000
Epoch [6/10], Step [30/200], Loss: 0.1313, nRMSE: 0.11%
0 0.117233224
1 0.11887369
2 0.16083698
15500
Epoch [6/10], Step [31/200], Loss: 0.1203, nRMSE: 0.12%
0 0.11331931
1 0.113852926
2 0.16922908
16000
Epoch [6/10], Step [32/200], Loss: 0.1215, nRMSE: 0.11%
0 0.110444486
1 0.1094562
2 0.16381744
16500
Epoch [6/10], Step [33/200], Loss: 0.1179, nRMSE: 0.11%
0 0.11120358
1 0.11237124
2 0.17308256
17000
Epoch [6/10], Step [34/200], Loss: 0.1265, nRMSE: 0.11%
0 0.12195371
1 0.12193711
2 0.15169783
17500
Epoch [6/10], Step [35/200], Loss: 0.1144, nRMSE: 0.12%
0 0.11165942
1 0.11493995
2 0.18525136
18000
Epoch [6/10], Step [36/200], Loss: 0.1345, nRMSE: 0.11%
0 0.10142695
1 0.10496092
2 0.18668865
18500
Epoch [6/10], Step [37/200], Loss: 0.1434, nRMSE: 0.10%
0 0.10792052
1 0.10867806
2 0.16355474
19000
Epoch [6/10], Step [38/200], Loss: 0.1052, nRMSE: 0.11%
0 0.11002398
1 0.11011648
2 0.16035204
19500
Epoch [6/10], Step [39/200], Loss: 0.1041, nRMSE: 0.11%
0 0.11705539
1 0.118996866
2 0.15739976
20000
Epoch [6/10], Step [40/200], Loss: 0.1146, nRMSE: 0.12%
0 0.123973206
1 0.12358835
2 0.16673708
20500
Epoch [6/10], Step [41/200], Loss: 0.1295, nRMSE: 0.12%
0 0.11871653
1 0.11699352
2 0.16606963
21000
Epoch [6/10], Step [42/200], Loss: 0.1191, nRMSE: 0.12%
0 0.1137313
1 0.113517575
2 0.19223255
21500
Epoch [6/10], Step [43/200], Loss: 0.1532, nRMSE: 0.11%
0 0.107112475
1 0.10849029
2 0.1776736
22000
Epoch [6/10], Step [44/200], Loss: 0.1284, nRMSE: 0.11%
0 0.118120484
1 0.11678293
2 0.16969487
22500
Epoch [6/10], Step [45/200], Loss: 0.1225, nRMSE: 0.12%
0 0.12682416
1 0.12534112
2 0.17156029
23000
Epoch [6/10], Step [46/200], Loss: 0.1419, nRMSE: 0.13%
0 0.11692984
1 0.116611116
2 0.15031439
23500
Epoch [6/10], Step [47/200], Loss: 0.1054, nRMSE: 0.12%
0 0.11245076
1 0.11505499
2 0.16077912
24000
Epoch [6/10], Step [48/200], Loss: 0.1210, nRMSE: 0.11%
0 0.11954968
1 0.1232515
2 0.2014657
24500
Epoch [6/10], Step [49/200], Loss: 0.1552, nRMSE: 0.12%
0 0.12755236
1 0.12678087
2 0.17821988
25000
Epoch [6/10], Step [50/200], Loss: 0.1487, nRMSE: 0.13%
0 0.117582686
1 0.12058596
2 0.19773684
25500
Epoch [6/10], Step [51/200], Loss: 0.1517, nRMSE: 0.12%
0 0.12617075
1 0.12759146
2 0.17243847
26000
Epoch [6/10], Step [52/200], Loss: 0.1396, nRMSE: 0.13%
0 0.119430065
1 0.11953517
2 0.18514624
26500
Epoch [6/10], Step [53/200], Loss: 0.1465, nRMSE: 0.12%
0 0.1139322
1 0.114599675
2 0.18146035
27000
Epoch [6/10], Step [54/200], Loss: 0.1391, nRMSE: 0.11%
0 0.11945336
1 0.11778487
2 0.22322139
27500
Epoch [6/10], Step [55/200], Loss: 0.2223, nRMSE: 0.12%
0 0.1282148
1 0.12874366
2 0.16968481
28000
Epoch [6/10], Step [56/200], Loss: 0.1313, nRMSE: 0.13%
0 0.11391125
1 0.11426484
2 0.19430156
28500
Epoch [6/10], Step [57/200], Loss: 0.1401, nRMSE: 0.11%
0 0.121128514
1 0.11937234
2 0.20539545
29000
Epoch [6/10], Step [58/200], Loss: 0.1626, nRMSE: 0.12%
0 0.12291795
1 0.123912424
2 0.17097257
29500
Epoch [6/10], Step [59/200], Loss: 0.1216, nRMSE: 0.12%
0 0.11295364
1 0.11459878
2 0.16536592
30000
Epoch [6/10], Step [60/200], Loss: 0.1170, nRMSE: 0.11%
0 0.12843414
1 0.12463371
2 0.18163241
30500
Epoch [6/10], Step [61/200], Loss: 0.1566, nRMSE: 0.13%
0 0.11142826
1 0.11176376
2 0.17619292
31000
Epoch [6/10], Step [62/200], Loss: 0.1320, nRMSE: 0.11%
0 0.10838837
1 0.11034919
2 0.16903113
31500
Epoch [6/10], Step [63/200], Loss: 0.1213, nRMSE: 0.11%
0 0.11020422
1 0.11291166
2 0.17223434
32000
Epoch [6/10], Step [64/200], Loss: 0.1173, nRMSE: 0.11%
0 0.1103347
1 0.11126515
2 0.16539986
32500
Epoch [6/10], Step [65/200], Loss: 0.1170, nRMSE: 0.11%
0 0.11062095
1 0.11212883
2 0.16791274
33000
Epoch [6/10], Step [66/200], Loss: 0.1205, nRMSE: 0.11%
0 0.11289488
1 0.114811845
2 0.17261346
33500
Epoch [6/10], Step [67/200], Loss: 0.1348, nRMSE: 0.11%
0 0.10968577
1 0.11158392
2 0.15553586
34000
Epoch [6/10], Step [68/200], Loss: 0.1041, nRMSE: 0.11%
0 0.11688765
1 0.115426384
2 0.18910879
34500
Epoch [6/10], Step [69/200], Loss: 0.1383, nRMSE: 0.12%
0 0.114954494
1 0.115483046
2 0.18533458
35000
Epoch [6/10], Step [70/200], Loss: 0.1506, nRMSE: 0.11%
0 0.11195712
1 0.112552375
2 0.17466255
35500
Epoch [6/10], Step [71/200], Loss: 0.1241, nRMSE: 0.11%
0 0.11039278
1 0.107775904
2 0.16897091
36000
Epoch [6/10], Step [72/200], Loss: 0.1116, nRMSE: 0.11%
0 0.112523556
1 0.11193693
2 0.17492382
36500
Epoch [6/10], Step [73/200], Loss: 0.1327, nRMSE: 0.11%
0 0.1101568
1 0.110801175
2 0.14989085
37000
Epoch [6/10], Step [74/200], Loss: 0.0970, nRMSE: 0.11%
0 0.11987029
1 0.11968877
2 0.17777391
37500
Epoch [6/10], Step [75/200], Loss: 0.1295, nRMSE: 0.12%
0 0.11563083
1 0.11622678
2 0.19195627
38000
Epoch [6/10], Step [76/200], Loss: 0.1546, nRMSE: 0.12%
0 0.12117448
1 0.120798714
2 0.16963945
38500
Epoch [6/10], Step [77/200], Loss: 0.1380, nRMSE: 0.12%
0 0.117252775
1 0.117577046
2 0.1723131
39000
Epoch [6/10], Step [78/200], Loss: 0.1409, nRMSE: 0.12%
0 0.113245
1 0.11392135
2 0.1443574
39500
Epoch [6/10], Step [79/200], Loss: 0.0980, nRMSE: 0.11%
0 0.12067208
1 0.12113365
2 0.15467606
40000
Epoch [6/10], Step [80/200], Loss: 0.1058, nRMSE: 0.12%
0 0.1142071
1 0.11424424
2 0.1655024
40500
Epoch [6/10], Step [81/200], Loss: 0.1219, nRMSE: 0.11%
0 0.11991224
1 0.12069968
2 0.17621505
41000
Epoch [6/10], Step [82/200], Loss: 0.1366, nRMSE: 0.12%
0 0.11258333
1 0.10981178
2 0.15557475
41500
Epoch [6/10], Step [83/200], Loss: 0.1069, nRMSE: 0.11%
0 0.12724422
1 0.12643476
2 0.17425828
42000
Epoch [6/10], Step [84/200], Loss: 0.1425, nRMSE: 0.13%
0 0.12112591
1 0.119691394
2 0.15927562
42500
Epoch [6/10], Step [85/200], Loss: 0.1165, nRMSE: 0.12%
0 0.10877894
1 0.108006604
2 0.16672044
43000
Epoch [6/10], Step [86/200], Loss: 0.1257, nRMSE: 0.11%
0 0.11706201
1 0.11447638
2 0.14855866
43500
Epoch [6/10], Step [87/200], Loss: 0.1003, nRMSE: 0.12%
0 0.11261467
1 0.115959756
2 0.19635768
44000
Epoch [6/10], Step [88/200], Loss: 0.1741, nRMSE: 0.11%
0 0.11574878
1 0.11515142
2 0.14769448
44500
Epoch [6/10], Step [89/200], Loss: 0.1040, nRMSE: 0.12%
0 0.12295397
1 0.12174771
2 0.17994015
45000
Epoch [6/10], Step [90/200], Loss: 0.1286, nRMSE: 0.12%
0 0.10814968
1 0.10929012
2 0.18288283
45500
Epoch [6/10], Step [91/200], Loss: 0.1331, nRMSE: 0.11%
0 0.1132531
1 0.11350052
2 0.16490147
46000
Epoch [6/10], Step [92/200], Loss: 0.1129, nRMSE: 0.11%
0 0.12027657
1 0.11899867
2 0.18442142
46500
Epoch [6/10], Step [93/200], Loss: 0.1493, nRMSE: 0.12%
0 0.11296888
1 0.110293075
2 0.19539711
47000
Epoch [6/10], Step [94/200], Loss: 0.1549, nRMSE: 0.11%
0 0.113704264
1 0.11680441
2 0.16883886
47500
Epoch [6/10], Step [95/200], Loss: 0.1376, nRMSE: 0.11%
0 0.118837774
1 0.11784693
2 0.14068536
48000
Epoch [6/10], Step [96/200], Loss: 0.0991, nRMSE: 0.12%
0 0.113192536
1 0.11244251
2 0.16259508
48500
Epoch [6/10], Step [97/200], Loss: 0.1182, nRMSE: 0.11%
0 0.11184992
1 0.10997062
2 0.15291892
49000
Epoch [6/10], Step [98/200], Loss: 0.0991, nRMSE: 0.11%
0 0.10959222
1 0.11149197
2 0.20156923
49500
Epoch [6/10], Step [99/200], Loss: 0.1413, nRMSE: 0.11%
0 0.114578255
1 0.11467396
2 0.16710202
50000
Epoch [6/10], Step [100/200], Loss: 0.1293, nRMSE: 0.11%
0 0.10717029
1 0.10877664
2 0.16886999
50500
Epoch [6/10], Step [101/200], Loss: 0.1218, nRMSE: 0.11%
0 0.121174216
1 0.120664425
2 0.15777563
51000
Epoch [6/10], Step [102/200], Loss: 0.1167, nRMSE: 0.12%
0 0.108796865
1 0.110171616
2 0.17779304
51500
Epoch [6/10], Step [103/200], Loss: 0.1213, nRMSE: 0.11%
0 0.11537649
1 0.11672992
2 0.16241883
52000
Epoch [6/10], Step [104/200], Loss: 0.1142, nRMSE: 0.12%
0 0.10912557
1 0.11089676
2 0.18707538
52500
Epoch [6/10], Step [105/200], Loss: 0.1419, nRMSE: 0.11%
0 0.1081004
1 0.10790542
2 0.14941615
53000
Epoch [6/10], Step [106/200], Loss: 0.0995, nRMSE: 0.11%
0 0.115614936
1 0.11576144
2 0.14592375
53500
Epoch [6/10], Step [107/200], Loss: 0.0988, nRMSE: 0.12%
0 0.11691594
1 0.11841366
2 0.1784206
54000
Epoch [6/10], Step [108/200], Loss: 0.1409, nRMSE: 0.12%
0 0.1136421
1 0.11513787
2 0.15358591
54500
Epoch [6/10], Step [109/200], Loss: 0.1126, nRMSE: 0.11%
0 0.11085729
1 0.113076046
2 0.20215966
55000
Epoch [6/10], Step [110/200], Loss: 0.1560, nRMSE: 0.11%
0 0.11418675
1 0.11498319
2 0.14861383
55500
Epoch [6/10], Step [111/200], Loss: 0.0976, nRMSE: 0.11%
0 0.117140315
1 0.11584928
2 0.14921495
56000
Epoch [6/10], Step [112/200], Loss: 0.0965, nRMSE: 0.12%
0 0.115968205
1 0.11649905
2 0.17725086
56500
Epoch [6/10], Step [113/200], Loss: 0.1312, nRMSE: 0.12%
0 0.11454604
1 0.11753885
2 0.14923234
57000
Epoch [6/10], Step [114/200], Loss: 0.1071, nRMSE: 0.11%
0 0.12074476
1 0.119841844
2 0.1569447
57500
Epoch [6/10], Step [115/200], Loss: 0.1203, nRMSE: 0.12%
0 0.108215466
1 0.1106451
2 0.16189465
58000
Epoch [6/10], Step [116/200], Loss: 0.1199, nRMSE: 0.11%
0 0.11942804
1 0.11769154
2 0.20319147
58500
Epoch [6/10], Step [117/200], Loss: 0.1609, nRMSE: 0.12%
0 0.118098624
1 0.11463219
2 0.1535201
59000
Epoch [6/10], Step [118/200], Loss: 0.1068, nRMSE: 0.12%
0 0.11267969
1 0.11095072
2 0.1497876
59500
Epoch [6/10], Step [119/200], Loss: 0.1034, nRMSE: 0.11%
0 0.11607224
1 0.11540551
2 0.14925963
60000
Epoch [6/10], Step [120/200], Loss: 0.1060, nRMSE: 0.12%
0 0.11366918
1 0.114972696
2 0.17704195
60500
Epoch [6/10], Step [121/200], Loss: 0.1330, nRMSE: 0.11%
0 0.10563064
1 0.10548769
2 0.16148984
61000
Epoch [6/10], Step [122/200], Loss: 0.1155, nRMSE: 0.11%
0 0.112950586
1 0.11536076
2 0.21391997
61500
Epoch [6/10], Step [123/200], Loss: 0.1876, nRMSE: 0.11%
0 0.11811476
1 0.114614524
2 0.2101624
62000
Epoch [6/10], Step [124/200], Loss: 0.1648, nRMSE: 0.12%
0 0.11170105
1 0.1124713
2 0.16080357
62500
Epoch [6/10], Step [125/200], Loss: 0.1225, nRMSE: 0.11%
0 0.10787276
1 0.10603841
2 0.13525264
63000
Epoch [6/10], Step [126/200], Loss: 0.0800, nRMSE: 0.11%
0 0.11127061
1 0.11452653
2 0.16374652
63500
Epoch [6/10], Step [127/200], Loss: 0.1112, nRMSE: 0.11%
0 0.11028939
1 0.112209946
2 0.18704776
64000
Epoch [6/10], Step [128/200], Loss: 0.1354, nRMSE: 0.11%
0 0.114187084
1 0.114558175
2 0.18226591
64500
Epoch [6/10], Step [129/200], Loss: 0.1394, nRMSE: 0.11%
0 0.12288015
1 0.12665617
2 0.1829854
65000
Epoch [6/10], Step [130/200], Loss: 0.1536, nRMSE: 0.12%
0 0.11251272
1 0.115148365
2 0.16336523
65500
Epoch [6/10], Step [131/200], Loss: 0.1146, nRMSE: 0.11%
0 0.110599995
1 0.111747585
2 0.15666734
66000
Epoch [6/10], Step [132/200], Loss: 0.1061, nRMSE: 0.11%
0 0.12194105
1 0.1217413
2 0.15413539
66500
Epoch [6/10], Step [133/200], Loss: 0.1251, nRMSE: 0.12%
0 0.11839533
1 0.11917975
2 0.14666858
67000
Epoch [6/10], Step [134/200], Loss: 0.1061, nRMSE: 0.12%
0 0.11519619
1 0.11458686
2 0.16607194
67500
Epoch [6/10], Step [135/200], Loss: 0.1196, nRMSE: 0.12%
0 0.107236095
1 0.10921491
2 0.1553856
68000
Epoch [6/10], Step [136/200], Loss: 0.1106, nRMSE: 0.11%
0 0.11002095
1 0.113640554
2 0.13831608
68500
Epoch [6/10], Step [137/200], Loss: 0.1004, nRMSE: 0.11%
0 0.11701852
1 0.11864694
2 0.13296424
69000
Epoch [6/10], Step [138/200], Loss: 0.0843, nRMSE: 0.12%
0 0.12064316
1 0.1205844
2 0.15348181
69500
Epoch [6/10], Step [139/200], Loss: 0.1099, nRMSE: 0.12%
0 0.109099336
1 0.10907923
2 0.14404783
70000
Epoch [6/10], Step [140/200], Loss: 0.0905, nRMSE: 0.11%
0 0.10862169
1 0.1118033
2 0.17730935
70500
Epoch [6/10], Step [141/200], Loss: 0.1233, nRMSE: 0.11%
0 0.11154117
1 0.11258588
2 0.14267652
71000
Epoch [6/10], Step [142/200], Loss: 0.1028, nRMSE: 0.11%
0 0.11317141
1 0.11294889
2 0.16802153
71500
Epoch [6/10], Step [143/200], Loss: 0.1162, nRMSE: 0.11%
0 0.111133814
1 0.11053175
2 0.17103973
72000
Epoch [6/10], Step [144/200], Loss: 0.1374, nRMSE: 0.11%
0 0.11242739
1 0.11424212
2 0.18292446
72500
Epoch [6/10], Step [145/200], Loss: 0.1325, nRMSE: 0.11%
0 0.10866383
1 0.112178266
2 0.13990155
73000
Epoch [6/10], Step [146/200], Loss: 0.0994, nRMSE: 0.11%
0 0.12038823
1 0.12470928
2 0.18305014
73500
Epoch [6/10], Step [147/200], Loss: 0.1487, nRMSE: 0.12%
0 0.1134148
1 0.115566656
2 0.16573657
74000
Epoch [6/10], Step [148/200], Loss: 0.1266, nRMSE: 0.11%
0 0.11225902
1 0.113302976
2 0.16409767
74500
Epoch [6/10], Step [149/200], Loss: 0.1120, nRMSE: 0.11%
0 0.11153575
1 0.118792854
2 0.15804254
75000
Epoch [6/10], Step [150/200], Loss: 0.1167, nRMSE: 0.11%
0 0.11055521
1 0.11224709
2 0.16337916
75500
Epoch [6/10], Step [151/200], Loss: 0.1196, nRMSE: 0.11%
0 0.11663662
1 0.11600293
2 0.14919075
76000
Epoch [6/10], Step [152/200], Loss: 0.1002, nRMSE: 0.12%
0 0.119151406
1 0.11976089
2 0.16426848
76500
Epoch [6/10], Step [153/200], Loss: 0.1229, nRMSE: 0.12%
0 0.1138045
1 0.11522473
2 0.16786836
77000
Epoch [6/10], Step [154/200], Loss: 0.1249, nRMSE: 0.11%
0 0.11200616
1 0.114658035
2 0.17007217
77500
Epoch [6/10], Step [155/200], Loss: 0.1126, nRMSE: 0.11%
0 0.11974587
1 0.11950948
2 0.1787673
78000
Epoch [6/10], Step [156/200], Loss: 0.1444, nRMSE: 0.12%
0 0.10955909
1 0.10838482
2 0.17071591
78500
Epoch [6/10], Step [157/200], Loss: 0.1355, nRMSE: 0.11%
0 0.1118599
1 0.11084225
2 0.17213395
79000
Epoch [6/10], Step [158/200], Loss: 0.1249, nRMSE: 0.11%
0 0.115145095
1 0.11698184
2 0.17338708
79500
Epoch [6/10], Step [159/200], Loss: 0.1318, nRMSE: 0.12%
0 0.11745787
1 0.118136935
2 0.18827268
80000
Epoch [6/10], Step [160/200], Loss: 0.1457, nRMSE: 0.12%
0 0.11121228
1 0.11087926
2 0.15195197
80500
Epoch [6/10], Step [161/200], Loss: 0.1101, nRMSE: 0.11%
0 0.110800244
1 0.10885829
2 0.17353816
81000
Epoch [6/10], Step [162/200], Loss: 0.1267, nRMSE: 0.11%
0 0.11303075
1 0.117865324
2 0.15153761
81500
Epoch [6/10], Step [163/200], Loss: 0.1051, nRMSE: 0.11%
0 0.11281585
1 0.11284168
2 0.14538476
82000
Epoch [6/10], Step [164/200], Loss: 0.1010, nRMSE: 0.11%
0 0.11148777
1 0.11227585
2 0.14868626
82500
Epoch [6/10], Step [165/200], Loss: 0.1002, nRMSE: 0.11%
0 0.10859802
1 0.10839339
2 0.14953329
83000
Epoch [6/10], Step [166/200], Loss: 0.1039, nRMSE: 0.11%
0 0.1119897
1 0.11215558
2 0.17084314
83500
Epoch [6/10], Step [167/200], Loss: 0.1342, nRMSE: 0.11%
0 0.09934828
1 0.10285724
2 0.17695436
84000
Epoch [6/10], Step [168/200], Loss: 0.1290, nRMSE: 0.10%
0 0.105945356
1 0.10863986
2 0.15620252
84500
Epoch [6/10], Step [169/200], Loss: 0.1092, nRMSE: 0.11%
0 0.10671956
1 0.106933236
2 0.16514534
85000
Epoch [6/10], Step [170/200], Loss: 0.1140, nRMSE: 0.11%
0 0.109533794
1 0.11260047
2 0.15308735
85500
Epoch [6/10], Step [171/200], Loss: 0.1113, nRMSE: 0.11%
0 0.10164015
1 0.104978554
2 0.14654076
86000
Epoch [6/10], Step [172/200], Loss: 0.1024, nRMSE: 0.10%
0 0.10587717
1 0.1120902
2 0.16308153
86500
Epoch [6/10], Step [173/200], Loss: 0.1229, nRMSE: 0.11%
0 0.11013412
1 0.11081818
2 0.16016193
87000
Epoch [6/10], Step [174/200], Loss: 0.1159, nRMSE: 0.11%
0 0.113408834
1 0.11467076
2 0.13645929
87500
Epoch [6/10], Step [175/200], Loss: 0.0881, nRMSE: 0.11%
0 0.11325169
1 0.11333491
2 0.16817826
88000
Epoch [6/10], Step [176/200], Loss: 0.1147, nRMSE: 0.11%
0 0.113439865
1 0.1146377
2 0.16497532
88500
Epoch [6/10], Step [177/200], Loss: 0.1189, nRMSE: 0.11%
0 0.11548159
1 0.114717014
2 0.17508563
89000
Epoch [6/10], Step [178/200], Loss: 0.1388, nRMSE: 0.12%
0 0.11350593
1 0.114786945
2 0.15099077
89500
Epoch [6/10], Step [179/200], Loss: 0.1060, nRMSE: 0.11%
0 0.11593283
1 0.11613083
2 0.15611763
90000
Epoch [6/10], Step [180/200], Loss: 0.1187, nRMSE: 0.12%
0 0.11098466
1 0.11392015
2 0.1706687
90500
Epoch [6/10], Step [181/200], Loss: 0.1116, nRMSE: 0.11%
0 0.10961263
1 0.1058094
2 0.16327181
91000
Epoch [6/10], Step [182/200], Loss: 0.1038, nRMSE: 0.11%
0 0.11374111
1 0.11408281
2 0.1771529
91500
Epoch [6/10], Step [183/200], Loss: 0.1216, nRMSE: 0.11%
0 0.119573876
1 0.11960344
2 0.15399083
92000
Epoch [6/10], Step [184/200], Loss: 0.1079, nRMSE: 0.12%
0 0.11495504
1 0.11938422
2 0.15292516
92500
Epoch [6/10], Step [185/200], Loss: 0.1155, nRMSE: 0.11%
0 0.1097887
1 0.111267745
2 0.16284743
93000
Epoch [6/10], Step [186/200], Loss: 0.1127, nRMSE: 0.11%
0 0.11426383
1 0.11642893
2 0.15926611
93500
Epoch [6/10], Step [187/200], Loss: 0.1164, nRMSE: 0.11%
0 0.12193393
1 0.12195881
2 0.16059698
94000
Epoch [6/10], Step [188/200], Loss: 0.1099, nRMSE: 0.12%
0 0.10863441
1 0.111241266
2 0.14051606
94500
Epoch [6/10], Step [189/200], Loss: 0.0945, nRMSE: 0.11%
0 0.11863915
1 0.118482955
2 0.15689035
95000
Epoch [6/10], Step [190/200], Loss: 0.1091, nRMSE: 0.12%
0 0.10983942
1 0.11021131
2 0.17423496
95500
Epoch [6/10], Step [191/200], Loss: 0.1350, nRMSE: 0.11%
0 0.11443009
1 0.113374926
2 0.16435923
96000
Epoch [6/10], Step [192/200], Loss: 0.1090, nRMSE: 0.11%
0 0.10519809
1 0.106897816
2 0.17862429
96500
Epoch [6/10], Step [193/200], Loss: 0.1285, nRMSE: 0.11%
0 0.112108395
1 0.111828126
2 0.16389084
97000
Epoch [6/10], Step [194/200], Loss: 0.1134, nRMSE: 0.11%
0 0.11655515
1 0.114214696
2 0.14958762
97500
Epoch [6/10], Step [195/200], Loss: 0.1036, nRMSE: 0.12%
0 0.11316178
1 0.11279194
2 0.18263604
98000
Epoch [6/10], Step [196/200], Loss: 0.1389, nRMSE: 0.11%
0 0.11988883
1 0.118939266
2 0.15756376
98500
Epoch [6/10], Step [197/200], Loss: 0.1114, nRMSE: 0.12%
0 0.11656998
1 0.11285909
2 0.16422579
99000
Epoch [6/10], Step [198/200], Loss: 0.1071, nRMSE: 0.12%
0 0.11912291
1 0.118452586
2 0.13525072
99500
Epoch [6/10], Step [199/200], Loss: 0.0862, nRMSE: 0.12%
TEST PHASE
[0.09112191 0.09159627 0.10864596]
0 0.09112195
1 0.09159628
2 0.10864596
0 0.10679522
1 0.108428754
2 0.14611745
0
Epoch [7/10], Step [0/200], Loss: 0.0897, nRMSE: 0.11%
0 0.11053293
1 0.110175945
2 0.1448141
500
Epoch [7/10], Step [1/200], Loss: 0.1146, nRMSE: 0.11%
0 0.11740523
1 0.11489541
2 0.165091
1000
Epoch [7/10], Step [2/200], Loss: 0.1282, nRMSE: 0.12%
0 0.11314574
1 0.11343023
2 0.14382903
1500
Epoch [7/10], Step [3/200], Loss: 0.0990, nRMSE: 0.11%
0 0.11321565
1 0.115016855
2 0.12981644
2000
Epoch [7/10], Step [4/200], Loss: 0.0873, nRMSE: 0.11%
0 0.11459925
1 0.11940026
2 0.1821198
2500
Epoch [7/10], Step [5/200], Loss: 0.1406, nRMSE: 0.11%
0 0.113627926
1 0.11480751
2 0.17889208
3000
Epoch [7/10], Step [6/200], Loss: 0.1311, nRMSE: 0.11%
0 0.11602313
1 0.11771446
2 0.18383312
3500
Epoch [7/10], Step [7/200], Loss: 0.1331, nRMSE: 0.12%
0 0.108656034
1 0.109776154
2 0.17450543
4000
Epoch [7/10], Step [8/200], Loss: 0.1290, nRMSE: 0.11%
0 0.116506904
1 0.11569936
2 0.15053788
4500
Epoch [7/10], Step [9/200], Loss: 0.1105, nRMSE: 0.12%
0 0.107005656
1 0.10677495
2 0.14937773
5000
Epoch [7/10], Step [10/200], Loss: 0.0969, nRMSE: 0.11%
0 0.11286307
1 0.11422387
2 0.1668442
5500
Epoch [7/10], Step [11/200], Loss: 0.1164, nRMSE: 0.11%
0 0.10865359
1 0.11055289
2 0.14396751
6000
Epoch [7/10], Step [12/200], Loss: 0.0992, nRMSE: 0.11%
0 0.11655631
1 0.11773748
2 0.15029263
6500
Epoch [7/10], Step [13/200], Loss: 0.1079, nRMSE: 0.12%
0 0.11076494
1 0.11045284
2 0.17687267
7000
Epoch [7/10], Step [14/200], Loss: 0.1248, nRMSE: 0.11%
0 0.1133078
1 0.11529336
2 0.17259002
7500
Epoch [7/10], Step [15/200], Loss: 0.1274, nRMSE: 0.11%
0 0.10690828
1 0.10827237
2 0.14999492
8000
Epoch [7/10], Step [16/200], Loss: 0.1054, nRMSE: 0.11%
0 0.11230114
1 0.11259399
2 0.16030456
8500
Epoch [7/10], Step [17/200], Loss: 0.1153, nRMSE: 0.11%
0 0.112514116
1 0.11429923
2 0.1579774
9000
Epoch [7/10], Step [18/200], Loss: 0.1151, nRMSE: 0.11%
0 0.11898682
1 0.11792791
2 0.15804587
9500
Epoch [7/10], Step [19/200], Loss: 0.1064, nRMSE: 0.12%
0 0.12122931
1 0.12076164
2 0.14356467
10000
Epoch [7/10], Step [20/200], Loss: 0.0917, nRMSE: 0.12%
0 0.11577095
1 0.11744036
2 0.15463719
10500
Epoch [7/10], Step [21/200], Loss: 0.1054, nRMSE: 0.12%
0 0.10685486
1 0.108299255
2 0.16317628
11000
Epoch [7/10], Step [22/200], Loss: 0.1130, nRMSE: 0.11%
0 0.11610718
1 0.11704943
2 0.17619126
11500
Epoch [7/10], Step [23/200], Loss: 0.1316, nRMSE: 0.12%
0 0.11052407
1 0.10920174
2 0.17240019
12000
Epoch [7/10], Step [24/200], Loss: 0.1374, nRMSE: 0.11%
0 0.11185964
1 0.109601445
2 0.1357039
12500
Epoch [7/10], Step [25/200], Loss: 0.0827, nRMSE: 0.11%
0 0.112838544
1 0.11279861
2 0.15067643
13000
Epoch [7/10], Step [26/200], Loss: 0.1020, nRMSE: 0.11%
0 0.10848512
1 0.111373596
2 0.15204042
13500
Epoch [7/10], Step [27/200], Loss: 0.0980, nRMSE: 0.11%
0 0.11064536
1 0.11058389
2 0.15084814
14000
Epoch [7/10], Step [28/200], Loss: 0.1033, nRMSE: 0.11%
0 0.114944205
1 0.114699036
2 0.15017854
14500
Epoch [7/10], Step [29/200], Loss: 0.1051, nRMSE: 0.11%
0 0.10692727
1 0.106628925
2 0.13621911
15000
Epoch [7/10], Step [30/200], Loss: 0.0973, nRMSE: 0.11%
0 0.11307897
1 0.11233134
2 0.14586347
15500
Epoch [7/10], Step [31/200], Loss: 0.1015, nRMSE: 0.11%
0 0.11699778
1 0.11563961
2 0.1377569
16000
Epoch [7/10], Step [32/200], Loss: 0.0909, nRMSE: 0.12%
0 0.10552212
1 0.10770824
2 0.13569163
16500
Epoch [7/10], Step [33/200], Loss: 0.0874, nRMSE: 0.11%
0 0.11552146
1 0.113362424
2 0.16317616
17000
Epoch [7/10], Step [34/200], Loss: 0.1166, nRMSE: 0.12%
0 0.112287536
1 0.11067452
2 0.15894586
17500
Epoch [7/10], Step [35/200], Loss: 0.1177, nRMSE: 0.11%
0 0.109626696
1 0.11084146
2 0.16843422
18000
Epoch [7/10], Step [36/200], Loss: 0.1144, nRMSE: 0.11%
0 0.10691177
1 0.109584145
2 0.15873471
18500
Epoch [7/10], Step [37/200], Loss: 0.1120, nRMSE: 0.11%
0 0.10592965
1 0.109550886
2 0.17190808
19000
Epoch [7/10], Step [38/200], Loss: 0.1133, nRMSE: 0.11%
0 0.112473056
1 0.112606205
2 0.16007957
19500
Epoch [7/10], Step [39/200], Loss: 0.1049, nRMSE: 0.11%
0 0.11106458
1 0.113118246
2 0.1659887
20000
Epoch [7/10], Step [40/200], Loss: 0.1214, nRMSE: 0.11%
0 0.12148539
1 0.12119275
2 0.1541886
20500
Epoch [7/10], Step [41/200], Loss: 0.1140, nRMSE: 0.12%
0 0.11222726
1 0.110429145
2 0.15626912
21000
Epoch [7/10], Step [42/200], Loss: 0.1057, nRMSE: 0.11%
0 0.11015988
1 0.10777709
2 0.16319117
21500
Epoch [7/10], Step [43/200], Loss: 0.1156, nRMSE: 0.11%
0 0.10715833
1 0.107333325
2 0.17049746
22000
Epoch [7/10], Step [44/200], Loss: 0.1199, nRMSE: 0.11%
0 0.10822953
1 0.10938051
2 0.16180435
22500
Epoch [7/10], Step [45/200], Loss: 0.1098, nRMSE: 0.11%
0 0.11383615
1 0.1135972
2 0.15984815
23000
Epoch [7/10], Step [46/200], Loss: 0.1214, nRMSE: 0.11%
0 0.11268196
1 0.11219942
2 0.13158648
23500
Epoch [7/10], Step [47/200], Loss: 0.0853, nRMSE: 0.11%
0 0.10339685
1 0.10215271
2 0.15510362
24000
Epoch [7/10], Step [48/200], Loss: 0.1096, nRMSE: 0.10%
0 0.11202897
1 0.114878885
2 0.185455
24500
Epoch [7/10], Step [49/200], Loss: 0.1323, nRMSE: 0.11%
0 0.11274887
1 0.11358691
2 0.12532726
25000
Epoch [7/10], Step [50/200], Loss: 0.0826, nRMSE: 0.11%
0 0.11496783
1 0.12094387
2 0.16158244
25500
Epoch [7/10], Step [51/200], Loss: 0.1102, nRMSE: 0.11%
0 0.116869524
1 0.11625331
2 0.15984794
26000
Epoch [7/10], Step [52/200], Loss: 0.1195, nRMSE: 0.12%
0 0.11375831
1 0.113217935
2 0.15123415
26500
Epoch [7/10], Step [53/200], Loss: 0.1047, nRMSE: 0.11%
0 0.11157308
1 0.11227475
2 0.1616826
27000
Epoch [7/10], Step [54/200], Loss: 0.1146, nRMSE: 0.11%
0 0.110109314
1 0.10812987
2 0.19773939
27500
Epoch [7/10], Step [55/200], Loss: 0.1762, nRMSE: 0.11%
0 0.11050065
1 0.11300168
2 0.15046424
28000
Epoch [7/10], Step [56/200], Loss: 0.1022, nRMSE: 0.11%
0 0.11042876
1 0.114805795
2 0.1691391
28500
Epoch [7/10], Step [57/200], Loss: 0.1119, nRMSE: 0.11%
0 0.11027541
1 0.10894007
2 0.2059559
29000
Epoch [7/10], Step [58/200], Loss: 0.1583, nRMSE: 0.11%
0 0.11599561
1 0.11634817
2 0.14657281
29500
Epoch [7/10], Step [59/200], Loss: 0.0938, nRMSE: 0.12%
0 0.10923146
1 0.11236282
2 0.17292412
30000
Epoch [7/10], Step [60/200], Loss: 0.1241, nRMSE: 0.11%
0 0.11641268
1 0.1164714
2 0.17106052
30500
Epoch [7/10], Step [61/200], Loss: 0.1376, nRMSE: 0.12%
0 0.10687899
1 0.10624894
2 0.15198225
31000
Epoch [7/10], Step [62/200], Loss: 0.1028, nRMSE: 0.11%
0 0.10588564
1 0.10678374
2 0.15684785
31500
Epoch [7/10], Step [63/200], Loss: 0.1068, nRMSE: 0.11%
0 0.09612756
1 0.097992085
2 0.1607094
32000
Epoch [7/10], Step [64/200], Loss: 0.0990, nRMSE: 0.10%
0 0.10511833
1 0.10591635
2 0.1533941
32500
Epoch [7/10], Step [65/200], Loss: 0.1018, nRMSE: 0.11%
0 0.112368196
1 0.11367826
2 0.15573531
33000
Epoch [7/10], Step [66/200], Loss: 0.1081, nRMSE: 0.11%
0 0.11448217
1 0.11712309
2 0.1641156
33500
Epoch [7/10], Step [67/200], Loss: 0.1254, nRMSE: 0.11%
0 0.10750952
1 0.1101244
2 0.16250801
34000
Epoch [7/10], Step [68/200], Loss: 0.1105, nRMSE: 0.11%
0 0.117087625
1 0.115269534
2 0.16562109
34500
Epoch [7/10], Step [69/200], Loss: 0.1119, nRMSE: 0.12%
0 0.11931472
1 0.11896306
2 0.20502263
35000
Epoch [7/10], Step [70/200], Loss: 0.1802, nRMSE: 0.12%
0 0.1106814
1 0.10923652
2 0.14113685
35500
Epoch [7/10], Step [71/200], Loss: 0.0889, nRMSE: 0.11%
0 0.104176745
1 0.104515314
2 0.17382142
36000
Epoch [7/10], Step [72/200], Loss: 0.1147, nRMSE: 0.10%
0 0.10908147
1 0.10962391
2 0.15413225
36500
Epoch [7/10], Step [73/200], Loss: 0.1077, nRMSE: 0.11%
0 0.11051649
1 0.11368917
2 0.16973774
37000
Epoch [7/10], Step [74/200], Loss: 0.1179, nRMSE: 0.11%
0 0.11500688
1 0.11352381
2 0.17138743
37500
Epoch [7/10], Step [75/200], Loss: 0.1199, nRMSE: 0.12%
0 0.10720775
1 0.10801445
2 0.15145086
38000
Epoch [7/10], Step [76/200], Loss: 0.1028, nRMSE: 0.11%
0 0.11487545
1 0.1151078
2 0.18980643
38500
Epoch [7/10], Step [77/200], Loss: 0.1632, nRMSE: 0.11%
0 0.114154465
1 0.11168427
2 0.14927188
39000
Epoch [7/10], Step [78/200], Loss: 0.1104, nRMSE: 0.11%
0 0.11160646
1 0.11208221
2 0.14931314
39500
Epoch [7/10], Step [79/200], Loss: 0.1022, nRMSE: 0.11%
0 0.11717945
1 0.11612823
2 0.16647962
40000
Epoch [7/10], Step [80/200], Loss: 0.1162, nRMSE: 0.12%
0 0.11128464
1 0.10994032
2 0.157796
40500
Epoch [7/10], Step [81/200], Loss: 0.1115, nRMSE: 0.11%
0 0.11402285
1 0.11388236
2 0.1724791
41000
Epoch [7/10], Step [82/200], Loss: 0.1291, nRMSE: 0.11%
0 0.10989541
1 0.10949822
2 0.14675634
41500
Epoch [7/10], Step [83/200], Loss: 0.0973, nRMSE: 0.11%
0 0.11260219
1 0.11135596
2 0.16091552
42000
Epoch [7/10], Step [84/200], Loss: 0.1192, nRMSE: 0.11%
0 0.11590339
1 0.11551848
2 0.16759826
42500
Epoch [7/10], Step [85/200], Loss: 0.1234, nRMSE: 0.12%
0 0.104464985
1 0.1057535
2 0.14509284
43000
Epoch [7/10], Step [86/200], Loss: 0.0996, nRMSE: 0.10%
0 0.108135246
1 0.105538405
2 0.14482468
43500
Epoch [7/10], Step [87/200], Loss: 0.0923, nRMSE: 0.11%
0 0.11304921
1 0.11180242
2 0.14627916
44000
Epoch [7/10], Step [88/200], Loss: 0.1085, nRMSE: 0.11%
0 0.10664666
1 0.10595116
2 0.15319924
44500
Epoch [7/10], Step [89/200], Loss: 0.1059, nRMSE: 0.11%
0 0.11143275
1 0.11175536
2 0.16002515
45000
Epoch [7/10], Step [90/200], Loss: 0.1030, nRMSE: 0.11%
0 0.11092622
1 0.10944337
2 0.16109203
45500
Epoch [7/10], Step [91/200], Loss: 0.1093, nRMSE: 0.11%
0 0.108802915
1 0.10813053
2 0.17483635
46000
Epoch [7/10], Step [92/200], Loss: 0.1217, nRMSE: 0.11%
0 0.11560901
1 0.11566482
2 0.15585728
46500
Epoch [7/10], Step [93/200], Loss: 0.1136, nRMSE: 0.12%
0 0.11887633
1 0.11561163
2 0.15316884
47000
Epoch [7/10], Step [94/200], Loss: 0.1076, nRMSE: 0.12%
0 0.109543905
1 0.11134711
2 0.15046328
47500
Epoch [7/10], Step [95/200], Loss: 0.1125, nRMSE: 0.11%
0 0.12296208
1 0.1217259
2 0.15104191
48000
Epoch [7/10], Step [96/200], Loss: 0.1120, nRMSE: 0.12%
0 0.11634061
1 0.11497629
2 0.15745367
48500
Epoch [7/10], Step [97/200], Loss: 0.1138, nRMSE: 0.12%
0 0.10314528
1 0.10273522
2 0.14348175
49000
Epoch [7/10], Step [98/200], Loss: 0.0867, nRMSE: 0.10%
0 0.11134326
1 0.11272836
2 0.15662901
49500
Epoch [7/10], Step [99/200], Loss: 0.0964, nRMSE: 0.11%
0 0.12293698
1 0.12154252
2 0.16236384
50000
Epoch [7/10], Step [100/200], Loss: 0.1270, nRMSE: 0.12%
0 0.111754484
1 0.11074897
2 0.15671091
50500
Epoch [7/10], Step [101/200], Loss: 0.1099, nRMSE: 0.11%
0 0.12756002
1 0.12684314
2 0.14414014
51000
Epoch [7/10], Step [102/200], Loss: 0.1055, nRMSE: 0.13%
0 0.10676994
1 0.10729477
2 0.15616329
51500
Epoch [7/10], Step [103/200], Loss: 0.0982, nRMSE: 0.11%
0 0.11310772
1 0.11278551
2 0.14752643
52000
Epoch [7/10], Step [104/200], Loss: 0.0975, nRMSE: 0.11%
0 0.11525344
1 0.11402215
2 0.16622701
52500
Epoch [7/10], Step [105/200], Loss: 0.1195, nRMSE: 0.12%
0 0.10649765
1 0.106955186
2 0.15191202
53000
Epoch [7/10], Step [106/200], Loss: 0.1014, nRMSE: 0.11%
0 0.123106085
1 0.124339655
2 0.14038876
53500
Epoch [7/10], Step [107/200], Loss: 0.0973, nRMSE: 0.12%
0 0.11953268
1 0.12016944
2 0.15848209
54000
Epoch [7/10], Step [108/200], Loss: 0.1184, nRMSE: 0.12%
0 0.1096068
1 0.109577045
2 0.13524751
54500
Epoch [7/10], Step [109/200], Loss: 0.0911, nRMSE: 0.11%
0 0.104227304
1 0.106112786
2 0.14780608
55000
Epoch [7/10], Step [110/200], Loss: 0.0927, nRMSE: 0.10%
0 0.11655241
1 0.11760357
2 0.1488151
55500
Epoch [7/10], Step [111/200], Loss: 0.0990, nRMSE: 0.12%
0 0.11211542
1 0.11086662
2 0.15257505
56000
Epoch [7/10], Step [112/200], Loss: 0.0974, nRMSE: 0.11%
0 0.11249178
1 0.11463623
2 0.16004883
56500
Epoch [7/10], Step [113/200], Loss: 0.1108, nRMSE: 0.11%
0 0.11050254
1 0.11127569
2 0.14336804
57000
Epoch [7/10], Step [114/200], Loss: 0.0986, nRMSE: 0.11%
0 0.1188383
1 0.11676213
2 0.15389703
57500
Epoch [7/10], Step [115/200], Loss: 0.1156, nRMSE: 0.12%
0 0.10855793
1 0.110818304
2 0.17020847
58000
Epoch [7/10], Step [116/200], Loss: 0.1300, nRMSE: 0.11%
0 0.117737755
1 0.115308374
2 0.168321
58500
Epoch [7/10], Step [117/200], Loss: 0.1182, nRMSE: 0.12%
0 0.11421544
1 0.11071836
2 0.15776405
59000
Epoch [7/10], Step [118/200], Loss: 0.1095, nRMSE: 0.11%
0 0.11127527
1 0.1119641
2 0.14440003
59500
Epoch [7/10], Step [119/200], Loss: 0.0978, nRMSE: 0.11%
0 0.1185462
1 0.11872574
2 0.12465196
60000
Epoch [7/10], Step [120/200], Loss: 0.0834, nRMSE: 0.12%
0 0.1205863
1 0.1211166
2 0.14867319
60500
Epoch [7/10], Step [121/200], Loss: 0.1046, nRMSE: 0.12%
0 0.10746649
1 0.107290216
2 0.14602648
61000
Epoch [7/10], Step [122/200], Loss: 0.0996, nRMSE: 0.11%
0 0.11164509
1 0.11136338
2 0.17880283
61500
Epoch [7/10], Step [123/200], Loss: 0.1378, nRMSE: 0.11%
0 0.11755461
1 0.11344738
2 0.20040259
62000
Epoch [7/10], Step [124/200], Loss: 0.1519, nRMSE: 0.12%
0 0.11219944
1 0.112778954
2 0.1368947
62500
Epoch [7/10], Step [125/200], Loss: 0.0961, nRMSE: 0.11%
0 0.10987931
1 0.10828766
2 0.14237604
63000
Epoch [7/10], Step [126/200], Loss: 0.0870, nRMSE: 0.11%
0 0.109808795
1 0.110553116
2 0.16085123
63500
Epoch [7/10], Step [127/200], Loss: 0.1070, nRMSE: 0.11%
0 0.10678693
1 0.10529324
2 0.14446963
64000
Epoch [7/10], Step [128/200], Loss: 0.0889, nRMSE: 0.11%
0 0.11861998
1 0.11948044
2 0.1642384
64500
Epoch [7/10], Step [129/200], Loss: 0.1201, nRMSE: 0.12%
0 0.12276455
1 0.12172301
2 0.16729723
65000
Epoch [7/10], Step [130/200], Loss: 0.1322, nRMSE: 0.12%
0 0.10825304
1 0.11152466
2 0.17166202
65500
Epoch [7/10], Step [131/200], Loss: 0.1220, nRMSE: 0.11%
0 0.107912034
1 0.1101219
2 0.14656956
66000
Epoch [7/10], Step [132/200], Loss: 0.0950, nRMSE: 0.11%
0 0.11628564
1 0.1143698
2 0.15451714
66500
Epoch [7/10], Step [133/200], Loss: 0.1226, nRMSE: 0.12%
0 0.11313268
1 0.11104639
2 0.14880712
67000
Epoch [7/10], Step [134/200], Loss: 0.1053, nRMSE: 0.11%
0 0.10746626
1 0.10966343
2 0.1475524
67500
Epoch [7/10], Step [135/200], Loss: 0.0972, nRMSE: 0.11%
0 0.10822552
1 0.10903789
2 0.14372244
68000
Epoch [7/10], Step [136/200], Loss: 0.0983, nRMSE: 0.11%
0 0.10698468
1 0.10962834
2 0.13631725
68500
Epoch [7/10], Step [137/200], Loss: 0.0966, nRMSE: 0.11%
0 0.10920366
1 0.109605946
2 0.14171857
69000
Epoch [7/10], Step [138/200], Loss: 0.0885, nRMSE: 0.11%
0 0.11182447
1 0.11538426
2 0.17437114
69500
Epoch [7/10], Step [139/200], Loss: 0.1305, nRMSE: 0.11%
0 0.10700645
1 0.10610603
2 0.1560847
70000
Epoch [7/10], Step [140/200], Loss: 0.1008, nRMSE: 0.11%
0 0.10370904
1 0.10561899
2 0.1622934
70500
Epoch [7/10], Step [141/200], Loss: 0.1050, nRMSE: 0.10%
0 0.11309762
1 0.11316428
2 0.15613183
71000
Epoch [7/10], Step [142/200], Loss: 0.1184, nRMSE: 0.11%
0 0.115118966
1 0.11506188
2 0.15386236
71500
Epoch [7/10], Step [143/200], Loss: 0.1028, nRMSE: 0.12%
0 0.10411704
1 0.10371035
2 0.17406411
72000
Epoch [7/10], Step [144/200], Loss: 0.1382, nRMSE: 0.10%
0 0.113921076
1 0.115304574
2 0.16374531
72500
Epoch [7/10], Step [145/200], Loss: 0.1120, nRMSE: 0.11%
0 0.10574231
1 0.1044243
2 0.12881249
73000
Epoch [7/10], Step [146/200], Loss: 0.0857, nRMSE: 0.11%
0 0.11867397
1 0.12176438
2 0.15305358
73500
Epoch [7/10], Step [147/200], Loss: 0.1119, nRMSE: 0.12%
0 0.11512569
1 0.11490874
2 0.1337231
74000
Epoch [7/10], Step [148/200], Loss: 0.0923, nRMSE: 0.12%
0 0.10542078
1 0.105272345
2 0.1351281
74500
Epoch [7/10], Step [149/200], Loss: 0.0809, nRMSE: 0.11%
0 0.11461509
1 0.11727023
2 0.16517489
75000
Epoch [7/10], Step [150/200], Loss: 0.1255, nRMSE: 0.11%
0 0.11320158
1 0.11149335
2 0.17010005
75500
Epoch [7/10], Step [151/200], Loss: 0.1280, nRMSE: 0.11%
0 0.11069549
1 0.111088485
2 0.14018995
76000
Epoch [7/10], Step [152/200], Loss: 0.0892, nRMSE: 0.11%
0 0.114573374
1 0.11380707
2 0.13638704
76500
Epoch [7/10], Step [153/200], Loss: 0.0911, nRMSE: 0.11%
0 0.1092093
1 0.10999317
2 0.15452375
77000
Epoch [7/10], Step [154/200], Loss: 0.1077, nRMSE: 0.11%
0 0.105760515
1 0.108583145
2 0.1747699
77500
Epoch [7/10], Step [155/200], Loss: 0.1145, nRMSE: 0.11%
0 0.11913668
1 0.11901561
2 0.16136257
78000
Epoch [7/10], Step [156/200], Loss: 0.1224, nRMSE: 0.12%
0 0.10897164
1 0.10975007
2 0.14824305
78500
Epoch [7/10], Step [157/200], Loss: 0.1081, nRMSE: 0.11%
0 0.11050976
1 0.11103967
2 0.15517572
79000
Epoch [7/10], Step [158/200], Loss: 0.1057, nRMSE: 0.11%
0 0.10928846
1 0.11475513
2 0.15854545
79500
Epoch [7/10], Step [159/200], Loss: 0.1127, nRMSE: 0.11%
0 0.116310135
1 0.11591218
2 0.1848679
80000
Epoch [7/10], Step [160/200], Loss: 0.1407, nRMSE: 0.12%
0 0.11025402
1 0.1135052
2 0.15355675
80500
Epoch [7/10], Step [161/200], Loss: 0.1123, nRMSE: 0.11%
0 0.10227972
1 0.1030395
2 0.16286165
81000
Epoch [7/10], Step [162/200], Loss: 0.1114, nRMSE: 0.10%
0 0.1175862
1 0.121034585
2 0.16388226
81500
Epoch [7/10], Step [163/200], Loss: 0.1202, nRMSE: 0.12%
0 0.11537516
1 0.115674905
2 0.17157763
82000
Epoch [7/10], Step [164/200], Loss: 0.1318, nRMSE: 0.12%
0 0.11341795
1 0.11256026
2 0.16080761
82500
Epoch [7/10], Step [165/200], Loss: 0.1136, nRMSE: 0.11%
0 0.10822279
1 0.11088053
2 0.15553634
83000
Epoch [7/10], Step [166/200], Loss: 0.1109, nRMSE: 0.11%
0 0.11254638
1 0.11580758
2 0.15115352
83500
Epoch [7/10], Step [167/200], Loss: 0.1114, nRMSE: 0.11%
0 0.10524246
1 0.104979776
2 0.18519506
84000
Epoch [7/10], Step [168/200], Loss: 0.1410, nRMSE: 0.11%
0 0.10625113
1 0.106503434
2 0.14945768
84500
Epoch [7/10], Step [169/200], Loss: 0.1017, nRMSE: 0.11%
0 0.10269348
1 0.10455075
2 0.16859184
85000
Epoch [7/10], Step [170/200], Loss: 0.1163, nRMSE: 0.10%
0 0.11060292
1 0.11161279
2 0.15521292
85500
Epoch [7/10], Step [171/200], Loss: 0.1137, nRMSE: 0.11%
0 0.10258557
1 0.10246283
2 0.13117501
86000
Epoch [7/10], Step [172/200], Loss: 0.0862, nRMSE: 0.10%
0 0.10464758
1 0.10687269
2 0.15828274
86500
Epoch [7/10], Step [173/200], Loss: 0.1158, nRMSE: 0.10%
0 0.10920078
1 0.1122028
2 0.14425316
87000
Epoch [7/10], Step [174/200], Loss: 0.0988, nRMSE: 0.11%
0 0.10844123
1 0.110482134
2 0.15506892
87500
Epoch [7/10], Step [175/200], Loss: 0.1039, nRMSE: 0.11%
0 0.105052285
1 0.103361666
2 0.16664071
88000
Epoch [7/10], Step [176/200], Loss: 0.1090, nRMSE: 0.11%
0 0.10665888
1 0.10716297
2 0.15785831
88500
Epoch [7/10], Step [177/200], Loss: 0.1078, nRMSE: 0.11%
0 0.11488685
1 0.114175975
2 0.16545823
89000
Epoch [7/10], Step [178/200], Loss: 0.1265, nRMSE: 0.11%
0 0.1105071
1 0.10837258
2 0.16834554
89500
Epoch [7/10], Step [179/200], Loss: 0.1235, nRMSE: 0.11%
0 0.111996315
1 0.111384615
2 0.14630891
90000
Epoch [7/10], Step [180/200], Loss: 0.1056, nRMSE: 0.11%
0 0.120787926
1 0.12193198
2 0.16868886
90500
Epoch [7/10], Step [181/200], Loss: 0.1140, nRMSE: 0.12%
0 0.106402926
1 0.103326194
2 0.17126288
91000
Epoch [7/10], Step [182/200], Loss: 0.1106, nRMSE: 0.11%
0 0.12064484
1 0.12134059
2 0.16146804
91500
Epoch [7/10], Step [183/200], Loss: 0.1084, nRMSE: 0.12%
0 0.120920196
1 0.121318705
2 0.16705288
92000
Epoch [7/10], Step [184/200], Loss: 0.1228, nRMSE: 0.12%
0 0.10987901
1 0.11051514
2 0.1516081
92500
Epoch [7/10], Step [185/200], Loss: 0.1108, nRMSE: 0.11%
0 0.10449242
1 0.10534905
2 0.16110325
93000
Epoch [7/10], Step [186/200], Loss: 0.1082, nRMSE: 0.10%
0 0.110371694
1 0.11257227
2 0.13766313
93500
Epoch [7/10], Step [187/200], Loss: 0.0919, nRMSE: 0.11%
0 0.11373666
1 0.113261335
2 0.15984075
94000
Epoch [7/10], Step [188/200], Loss: 0.1052, nRMSE: 0.11%
0 0.10816097
1 0.10886702
2 0.1613908
94500
Epoch [7/10], Step [189/200], Loss: 0.1158, nRMSE: 0.11%
0 0.111233406
1 0.11324288
2 0.15427987
95000
Epoch [7/10], Step [190/200], Loss: 0.1035, nRMSE: 0.11%
0 0.10185899
1 0.102263734
2 0.16249683
95500
Epoch [7/10], Step [191/200], Loss: 0.1171, nRMSE: 0.10%
0 0.11195697
1 0.112947986
2 0.16805987
96000
Epoch [7/10], Step [192/200], Loss: 0.1121, nRMSE: 0.11%
0 0.10543331
1 0.10733975
2 0.15866154
96500
Epoch [7/10], Step [193/200], Loss: 0.1065, nRMSE: 0.11%
0 0.108668976
1 0.108862184
2 0.15770406
97000
Epoch [7/10], Step [194/200], Loss: 0.1054, nRMSE: 0.11%
0 0.120722845
1 0.119311765
2 0.1444514
97500
Epoch [7/10], Step [195/200], Loss: 0.1005, nRMSE: 0.12%
0 0.10960781
1 0.11035133
2 0.16251011
98000
Epoch [7/10], Step [196/200], Loss: 0.1139, nRMSE: 0.11%
0 0.11623021
1 0.11655556
2 0.15974696
98500
Epoch [7/10], Step [197/200], Loss: 0.1122, nRMSE: 0.12%
0 0.11703423
1 0.1155095
2 0.16153857
99000
Epoch [7/10], Step [198/200], Loss: 0.1052, nRMSE: 0.12%
0 0.10457979
1 0.10442888
2 0.14379385
99500
Epoch [7/10], Step [199/200], Loss: 0.0872, nRMSE: 0.10%
TEST PHASE
[0.09175381 0.09219664 0.12236529]
0 0.091753855
1 0.09219668
2 0.12236532
0 0.10851197
1 0.11058054
2 0.14675911
0
Epoch [8/10], Step [0/200], Loss: 0.0912, nRMSE: 0.11%
0 0.1070699
1 0.10735149
2 0.13627596
500
Epoch [8/10], Step [1/200], Loss: 0.1030, nRMSE: 0.11%
0 0.10682158
1 0.10569001
2 0.14635932
1000
Epoch [8/10], Step [2/200], Loss: 0.1021, nRMSE: 0.11%
0 0.10730212
1 0.10866826
2 0.13990924
1500
Epoch [8/10], Step [3/200], Loss: 0.0926, nRMSE: 0.11%
0 0.112359144
1 0.11346849
2 0.13947086
2000
Epoch [8/10], Step [4/200], Loss: 0.0961, nRMSE: 0.11%
0 0.11200097
1 0.11400912
2 0.1739757
2500
Epoch [8/10], Step [5/200], Loss: 0.1289, nRMSE: 0.11%
0 0.11305908
1 0.112165295
2 0.16517124
3000
Epoch [8/10], Step [6/200], Loss: 0.1151, nRMSE: 0.11%
0 0.11349143
1 0.11380752
2 0.16213144
3500
Epoch [8/10], Step [7/200], Loss: 0.1082, nRMSE: 0.11%
0 0.10756928
1 0.10999785
2 0.1923021
4000
Epoch [8/10], Step [8/200], Loss: 0.1512, nRMSE: 0.11%
0 0.11644942
1 0.1152514
2 0.17269112
4500
Epoch [8/10], Step [9/200], Loss: 0.1366, nRMSE: 0.12%
0 0.106354535
1 0.106096
2 0.15930498
5000
Epoch [8/10], Step [10/200], Loss: 0.1067, nRMSE: 0.11%
0 0.11683518
1 0.117185675
2 0.17005464
5500
Epoch [8/10], Step [11/200], Loss: 0.1215, nRMSE: 0.12%
0 0.110505186
1 0.111229986
2 0.1532213
6000
Epoch [8/10], Step [12/200], Loss: 0.1097, nRMSE: 0.11%
0 0.11002459
1 0.11175058
2 0.14922929
6500
Epoch [8/10], Step [13/200], Loss: 0.1040, nRMSE: 0.11%
0 0.113579765
1 0.115212224
2 0.1855813
7000
Epoch [8/10], Step [14/200], Loss: 0.1366, nRMSE: 0.11%
0 0.109597854
1 0.10969083
2 0.17121713
7500
Epoch [8/10], Step [15/200], Loss: 0.1238, nRMSE: 0.11%
0 0.10607209
1 0.10626531
2 0.1445365
8000
Epoch [8/10], Step [16/200], Loss: 0.0989, nRMSE: 0.11%
0 0.10931028
1 0.11089041
2 0.14501594
8500
Epoch [8/10], Step [17/200], Loss: 0.0979, nRMSE: 0.11%
0 0.10773717
1 0.109094545
2 0.16236474
9000
Epoch [8/10], Step [18/200], Loss: 0.1178, nRMSE: 0.11%
0 0.117658526
1 0.116140865
2 0.14369437
9500
Epoch [8/10], Step [19/200], Loss: 0.0921, nRMSE: 0.12%
0 0.10782501
1 0.109722115
2 0.15069778
10000
Epoch [8/10], Step [20/200], Loss: 0.0928, nRMSE: 0.11%
0 0.11168044
1 0.11201059
2 0.14730288
10500
Epoch [8/10], Step [21/200], Loss: 0.0960, nRMSE: 0.11%
0 0.104787745
1 0.106592186
2 0.14062549
11000
Epoch [8/10], Step [22/200], Loss: 0.0894, nRMSE: 0.10%
0 0.11220768
1 0.11501817
2 0.14896348
11500
Epoch [8/10], Step [23/200], Loss: 0.1004, nRMSE: 0.11%
0 0.10419568
1 0.106075786
2 0.13222864
12000
Epoch [8/10], Step [24/200], Loss: 0.0893, nRMSE: 0.10%
0 0.11479746
1 0.11552374
2 0.14797454
12500
Epoch [8/10], Step [25/200], Loss: 0.0958, nRMSE: 0.11%
0 0.11082912
1 0.11137748
2 0.13341345
13000
Epoch [8/10], Step [26/200], Loss: 0.0849, nRMSE: 0.11%
0 0.1071395
1 0.1102961
2 0.15579326
13500
Epoch [8/10], Step [27/200], Loss: 0.1011, nRMSE: 0.11%
0 0.11132032
1 0.11165829
2 0.1466351
14000
Epoch [8/10], Step [28/200], Loss: 0.0994, nRMSE: 0.11%
0 0.10870739
1 0.10894027
2 0.13889293
14500
Epoch [8/10], Step [29/200], Loss: 0.0910, nRMSE: 0.11%
0 0.10174638
1 0.10235973
2 0.13004857
15000
Epoch [8/10], Step [30/200], Loss: 0.0887, nRMSE: 0.10%
0 0.10879583
1 0.11063009
2 0.12892947
15500
Epoch [8/10], Step [31/200], Loss: 0.0836, nRMSE: 0.11%
0 0.112699725
1 0.11117782
2 0.12816031
16000
Epoch [8/10], Step [32/200], Loss: 0.0803, nRMSE: 0.11%
0 0.10594127
1 0.10578003
2 0.14549305
16500
Epoch [8/10], Step [33/200], Loss: 0.0965, nRMSE: 0.11%
0 0.105142914
1 0.106482
2 0.17114867
17000
Epoch [8/10], Step [34/200], Loss: 0.1216, nRMSE: 0.11%
0 0.11361268
1 0.11008415
2 0.13224594
17500
Epoch [8/10], Step [35/200], Loss: 0.0894, nRMSE: 0.11%
0 0.1073655
1 0.10786602
2 0.15944438
18000
Epoch [8/10], Step [36/200], Loss: 0.1039, nRMSE: 0.11%
0 0.106581554
1 0.10608218
2 0.16706337
18500
Epoch [8/10], Step [37/200], Loss: 0.1207, nRMSE: 0.11%
0 0.10160352
1 0.10216675
2 0.14061184
19000
Epoch [8/10], Step [38/200], Loss: 0.0814, nRMSE: 0.10%
0 0.108372
1 0.108293235
2 0.16528247
19500
Epoch [8/10], Step [39/200], Loss: 0.1084, nRMSE: 0.11%
0 0.112887494
1 0.112217754
2 0.14972591
20000
Epoch [8/10], Step [40/200], Loss: 0.1039, nRMSE: 0.11%
0 0.115355924
1 0.113233544
2 0.13821638
20500
Epoch [8/10], Step [41/200], Loss: 0.0940, nRMSE: 0.12%
0 0.105504885
1 0.10514352
2 0.15324795
21000
Epoch [8/10], Step [42/200], Loss: 0.0999, nRMSE: 0.11%
0 0.107851885
1 0.107388936
2 0.14402243
21500
Epoch [8/10], Step [43/200], Loss: 0.0947, nRMSE: 0.11%
0 0.105409876
1 0.10603242
2 0.17175587
22000
Epoch [8/10], Step [44/200], Loss: 0.1206, nRMSE: 0.11%
0 0.10431057
1 0.106440306
2 0.16441776
22500
Epoch [8/10], Step [45/200], Loss: 0.1110, nRMSE: 0.10%
0 0.1111936
1 0.11027506
2 0.15605761
23000
Epoch [8/10], Step [46/200], Loss: 0.1156, nRMSE: 0.11%
0 0.111803554
1 0.1109145
2 0.14745145
23500
Epoch [8/10], Step [47/200], Loss: 0.1000, nRMSE: 0.11%
0 0.10196408
1 0.09952205
2 0.15952846
24000
Epoch [8/10], Step [48/200], Loss: 0.1139, nRMSE: 0.10%
0 0.113328524
1 0.11560477
2 0.17455412
24500
Epoch [8/10], Step [49/200], Loss: 0.1206, nRMSE: 0.11%
0 0.1111807
1 0.1146291
2 0.14764225
25000
Epoch [8/10], Step [50/200], Loss: 0.1051, nRMSE: 0.11%
0 0.11262097
1 0.1156617
2 0.16358902
25500
Epoch [8/10], Step [51/200], Loss: 0.1105, nRMSE: 0.11%
0 0.11842704
1 0.119615726
2 0.17250909
26000
Epoch [8/10], Step [52/200], Loss: 0.1359, nRMSE: 0.12%
0 0.106572
1 0.10824979
2 0.15623218
26500
Epoch [8/10], Step [53/200], Loss: 0.1072, nRMSE: 0.11%
0 0.10786947
1 0.10897409
2 0.15481529
27000
Epoch [8/10], Step [54/200], Loss: 0.1056, nRMSE: 0.11%
0 0.11162717
1 0.112283714
2 0.1874267
27500
Epoch [8/10], Step [55/200], Loss: 0.1621, nRMSE: 0.11%
0 0.11298772
1 0.11453777
2 0.15221064
28000
Epoch [8/10], Step [56/200], Loss: 0.1049, nRMSE: 0.11%
0 0.10773438
1 0.112101056
2 0.1632356
28500
Epoch [8/10], Step [57/200], Loss: 0.1048, nRMSE: 0.11%
0 0.110352226
1 0.11213038
2 0.15495715
29000
Epoch [8/10], Step [58/200], Loss: 0.1012, nRMSE: 0.11%
0 0.11524593
1 0.11501197
2 0.14440233
29500
Epoch [8/10], Step [59/200], Loss: 0.0914, nRMSE: 0.12%
0 0.10746596
1 0.10784353
2 0.1516341
30000
Epoch [8/10], Step [60/200], Loss: 0.0998, nRMSE: 0.11%
0 0.11645983
1 0.11522756
2 0.1770319
30500
Epoch [8/10], Step [61/200], Loss: 0.1452, nRMSE: 0.12%
0 0.10788163
1 0.10747225
2 0.15223426
31000
Epoch [8/10], Step [62/200], Loss: 0.1036, nRMSE: 0.11%
0 0.106139936
1 0.10907913
2 0.15743002
31500
Epoch [8/10], Step [63/200], Loss: 0.1080, nRMSE: 0.11%
0 0.10269127
1 0.10425619
2 0.14900953
32000
Epoch [8/10], Step [64/200], Loss: 0.0908, nRMSE: 0.10%
0 0.107234865
1 0.107274555
2 0.15686876
32500
Epoch [8/10], Step [65/200], Loss: 0.1062, nRMSE: 0.11%
0 0.116232544
1 0.11481189
2 0.16463464
33000
Epoch [8/10], Step [66/200], Loss: 0.1188, nRMSE: 0.12%
0 0.122582585
1 0.12197084
2 0.13703088
33500
Epoch [8/10], Step [67/200], Loss: 0.0993, nRMSE: 0.12%
0 0.10615812
1 0.10766519
2 0.14952785
34000
Epoch [8/10], Step [68/200], Loss: 0.0965, nRMSE: 0.11%
0 0.11278488
1 0.11070901
2 0.16437212
34500
Epoch [8/10], Step [69/200], Loss: 0.1087, nRMSE: 0.11%
0 0.12071499
1 0.117943
2 0.16077843
35000
Epoch [8/10], Step [70/200], Loss: 0.1220, nRMSE: 0.12%
0 0.12196546
1 0.120266326
2 0.13678575
35500
Epoch [8/10], Step [71/200], Loss: 0.0903, nRMSE: 0.12%
0 0.1061176
1 0.10305979
2 0.16373388
36000
Epoch [8/10], Step [72/200], Loss: 0.1044, nRMSE: 0.11%
0 0.10686907
1 0.10685681
2 0.14277086
36500
Epoch [8/10], Step [73/200], Loss: 0.0950, nRMSE: 0.11%
0 0.11232598
1 0.11178848
2 0.13502061
37000
Epoch [8/10], Step [74/200], Loss: 0.0844, nRMSE: 0.11%
0 0.11584594
1 0.11552457
2 0.17118236
37500
Epoch [8/10], Step [75/200], Loss: 0.1203, nRMSE: 0.12%
0 0.10589315
1 0.10764781
2 0.16021353
38000
Epoch [8/10], Step [76/200], Loss: 0.1118, nRMSE: 0.11%
0 0.11232885
1 0.114791855
2 0.15214339
38500
Epoch [8/10], Step [77/200], Loss: 0.1131, nRMSE: 0.11%
0 0.108419344
1 0.108400576
2 0.16029939
39000
Epoch [8/10], Step [78/200], Loss: 0.1216, nRMSE: 0.11%
0 0.10671384
1 0.106216796
2 0.14066947
39500
Epoch [8/10], Step [79/200], Loss: 0.0912, nRMSE: 0.11%
0 0.115749724
1 0.11372591
2 0.13707078
40000
Epoch [8/10], Step [80/200], Loss: 0.0863, nRMSE: 0.12%
0 0.11266336
1 0.11293794
2 0.16745193
40500
Epoch [8/10], Step [81/200], Loss: 0.1235, nRMSE: 0.11%
0 0.10796154
1 0.108511016
2 0.12852222
41000
Epoch [8/10], Step [82/200], Loss: 0.0805, nRMSE: 0.11%
0 0.11000723
1 0.11106238
2 0.14386432
41500
Epoch [8/10], Step [83/200], Loss: 0.0948, nRMSE: 0.11%
0 0.11813038
1 0.11591657
2 0.154969
42000
Epoch [8/10], Step [84/200], Loss: 0.1146, nRMSE: 0.12%
0 0.110864386
1 0.11061564
2 0.14490564
42500
Epoch [8/10], Step [85/200], Loss: 0.0970, nRMSE: 0.11%
0 0.108349904
1 0.10751533
2 0.14251244
43000
Epoch [8/10], Step [86/200], Loss: 0.0981, nRMSE: 0.11%
0 0.12113756
1 0.11858701
2 0.14350832
43500
Epoch [8/10], Step [87/200], Loss: 0.0977, nRMSE: 0.12%
0 0.107064806
1 0.10817156
2 0.15775108
44000
Epoch [8/10], Step [88/200], Loss: 0.1193, nRMSE: 0.11%
0 0.10513696
1 0.10522968
2 0.1487836
44500
Epoch [8/10], Step [89/200], Loss: 0.1007, nRMSE: 0.11%
0 0.12811445
1 0.12812488
2 0.15871812
45000
Epoch [8/10], Step [90/200], Loss: 0.1102, nRMSE: 0.13%
0 0.10815257
1 0.11097895
2 0.16372365
45500
Epoch [8/10], Step [91/200], Loss: 0.1118, nRMSE: 0.11%
0 0.1093125
1 0.10773121
2 0.16366911
46000
Epoch [8/10], Step [92/200], Loss: 0.1095, nRMSE: 0.11%
0 0.109099746
1 0.11141648
2 0.16217774
46500
Epoch [8/10], Step [93/200], Loss: 0.1178, nRMSE: 0.11%
0 0.11418231
1 0.11376382
2 0.1737901
47000
Epoch [8/10], Step [94/200], Loss: 0.1289, nRMSE: 0.11%
0 0.11402071
1 0.11528069
2 0.13690047
47500
Epoch [8/10], Step [95/200], Loss: 0.0991, nRMSE: 0.11%
0 0.11435206
1 0.1115896
2 0.15031035
48000
Epoch [8/10], Step [96/200], Loss: 0.1070, nRMSE: 0.11%
0 0.104989275
1 0.10530866
2 0.14654054
48500
Epoch [8/10], Step [97/200], Loss: 0.0974, nRMSE: 0.10%
0 0.10540128
1 0.10548681
2 0.15578884
49000
Epoch [8/10], Step [98/200], Loss: 0.0994, nRMSE: 0.11%
0 0.105103485
1 0.10649836
2 0.16443634
49500
Epoch [8/10], Step [99/200], Loss: 0.1006, nRMSE: 0.11%
0 0.11162523
1 0.11331075
2 0.1242095
50000
Epoch [8/10], Step [100/200], Loss: 0.0819, nRMSE: 0.11%
0 0.10654354
1 0.10551762
2 0.1391025
50500
Epoch [8/10], Step [101/200], Loss: 0.0897, nRMSE: 0.11%
0 0.123056166
1 0.12493822
2 0.14398742
51000
Epoch [8/10], Step [102/200], Loss: 0.1037, nRMSE: 0.12%
0 0.10514384
1 0.105592236
2 0.13299464
51500
Epoch [8/10], Step [103/200], Loss: 0.0770, nRMSE: 0.11%
0 0.1082492
1 0.10618826
2 0.13253777
52000
Epoch [8/10], Step [104/200], Loss: 0.0811, nRMSE: 0.11%
0 0.10471551
1 0.10681328
2 0.15646227
52500
Epoch [8/10], Step [105/200], Loss: 0.1049, nRMSE: 0.10%
0 0.107324384
1 0.107389055
2 0.15034269
53000
Epoch [8/10], Step [106/200], Loss: 0.1001, nRMSE: 0.11%
0 0.105375566
1 0.10734529
2 0.13340405
53500
Epoch [8/10], Step [107/200], Loss: 0.0828, nRMSE: 0.11%
0 0.108129025
1 0.111062236
2 0.15547937
54000
Epoch [8/10], Step [108/200], Loss: 0.1101, nRMSE: 0.11%
0 0.110866345
1 0.10987527
2 0.14711171
54500
Epoch [8/10], Step [109/200], Loss: 0.1037, nRMSE: 0.11%
0 0.09603336
1 0.097001545
2 0.17756388
55000
Epoch [8/10], Step [110/200], Loss: 0.1196, nRMSE: 0.10%
0 0.1139864
1 0.11564168
2 0.14613806
55500
Epoch [8/10], Step [111/200], Loss: 0.0954, nRMSE: 0.11%
0 0.11369886
1 0.1143579
2 0.13368888
56000
Epoch [8/10], Step [112/200], Loss: 0.0816, nRMSE: 0.11%
0 0.10944763
1 0.11139879
2 0.16251688
56500
Epoch [8/10], Step [113/200], Loss: 0.1120, nRMSE: 0.11%
0 0.1062514
1 0.10606495
2 0.15978172
57000
Epoch [8/10], Step [114/200], Loss: 0.1144, nRMSE: 0.11%
0 0.115487255
1 0.11638571
2 0.1345298
57500
Epoch [8/10], Step [115/200], Loss: 0.0936, nRMSE: 0.12%
0 0.10337729
1 0.10416114
2 0.15343216
58000
Epoch [8/10], Step [116/200], Loss: 0.1077, nRMSE: 0.10%
0 0.10969634
1 0.10978462
2 0.14309482
58500
Epoch [8/10], Step [117/200], Loss: 0.0898, nRMSE: 0.11%
0 0.10959745
1 0.10726477
2 0.13669565
59000
Epoch [8/10], Step [118/200], Loss: 0.0867, nRMSE: 0.11%
0 0.114489764
1 0.11354842
2 0.1483749
59500
Epoch [8/10], Step [119/200], Loss: 0.1030, nRMSE: 0.11%
0 0.10932949
1 0.110872656
2 0.14216109
60000
Epoch [8/10], Step [120/200], Loss: 0.0960, nRMSE: 0.11%
0 0.109041944
1 0.10960129
2 0.14601468
60500
Epoch [8/10], Step [121/200], Loss: 0.0966, nRMSE: 0.11%
0 0.10559829
1 0.10522365
2 0.14966327
61000
Epoch [8/10], Step [122/200], Loss: 0.1025, nRMSE: 0.11%
0 0.11171374
1 0.11129629
2 0.1746189
61500
Epoch [8/10], Step [123/200], Loss: 0.1326, nRMSE: 0.11%
0 0.11693783
1 0.11250466
2 0.16073559
62000
Epoch [8/10], Step [124/200], Loss: 0.1071, nRMSE: 0.12%
0 0.10969365
1 0.11014771
2 0.13776527
62500
Epoch [8/10], Step [125/200], Loss: 0.0958, nRMSE: 0.11%
0 0.1132524
1 0.110269345
2 0.11954739
63000
Epoch [8/10], Step [126/200], Loss: 0.0699, nRMSE: 0.11%
0 0.103489816
1 0.10417245
2 0.14029035
63500
Epoch [8/10], Step [127/200], Loss: 0.0846, nRMSE: 0.10%
0 0.10407197
1 0.10612668
2 0.13709126
64000
Epoch [8/10], Step [128/200], Loss: 0.0819, nRMSE: 0.10%
0 0.10892108
1 0.11078928
2 0.16625166
64500
Epoch [8/10], Step [129/200], Loss: 0.1182, nRMSE: 0.11%
0 0.11967467
1 0.1185924
2 0.13266684
65000
Epoch [8/10], Step [130/200], Loss: 0.0923, nRMSE: 0.12%
0 0.110779285
1 0.11263723
2 0.15762782
65500
Epoch [8/10], Step [131/200], Loss: 0.1075, nRMSE: 0.11%
0 0.1078304
1 0.109732464
2 0.13155544
66000
Epoch [8/10], Step [132/200], Loss: 0.0810, nRMSE: 0.11%
0 0.113955684
1 0.1149828
2 0.15935056
66500
Epoch [8/10], Step [133/200], Loss: 0.1283, nRMSE: 0.11%
0 0.10884214
1 0.108354665
2 0.12431609
67000
Epoch [8/10], Step [134/200], Loss: 0.0796, nRMSE: 0.11%
0 0.10882404
1 0.1116456
2 0.14576857
67500
Epoch [8/10], Step [135/200], Loss: 0.0961, nRMSE: 0.11%
0 0.10220808
1 0.104128115
2 0.135157
68000
Epoch [8/10], Step [136/200], Loss: 0.0873, nRMSE: 0.10%
0 0.10721002
1 0.1097912
2 0.13412158
68500
Epoch [8/10], Step [137/200], Loss: 0.0944, nRMSE: 0.11%
0 0.10973502
1 0.10984567
2 0.14389986
69000
Epoch [8/10], Step [138/200], Loss: 0.0907, nRMSE: 0.11%
0 0.11581049
1 0.1201975
2 0.16824359
69500
Epoch [8/10], Step [139/200], Loss: 0.1251, nRMSE: 0.12%
0 0.11420555
1 0.11158689
2 0.14986624
70000
Epoch [8/10], Step [140/200], Loss: 0.0977, nRMSE: 0.11%
0 0.108065
1 0.11228826
2 0.16388193
70500
Epoch [8/10], Step [141/200], Loss: 0.1091, nRMSE: 0.11%
0 0.11072166
1 0.1103848
2 0.12851988
71000
Epoch [8/10], Step [142/200], Loss: 0.0877, nRMSE: 0.11%
0 0.10744712
1 0.10683196
2 0.14790574
71500
Epoch [8/10], Step [143/200], Loss: 0.0934, nRMSE: 0.11%
0 0.10256892
1 0.10319441
2 0.1527476
72000
Epoch [8/10], Step [144/200], Loss: 0.1112, nRMSE: 0.10%
0 0.11308004
1 0.1137987
2 0.13958889
72500
Epoch [8/10], Step [145/200], Loss: 0.0882, nRMSE: 0.11%
0 0.101743154
1 0.101853356
2 0.12539165
73000
Epoch [8/10], Step [146/200], Loss: 0.0810, nRMSE: 0.10%
0 0.11881793
1 0.11960667
2 0.16160515
73500
Epoch [8/10], Step [147/200], Loss: 0.1209, nRMSE: 0.12%
0 0.110106096
1 0.112055354
2 0.13927197
74000
Epoch [8/10], Step [148/200], Loss: 0.0958, nRMSE: 0.11%
0 0.108024865
1 0.108717315
2 0.13907008
74500
Epoch [8/10], Step [149/200], Loss: 0.0857, nRMSE: 0.11%
0 0.111535
1 0.116722405
2 0.15495016
75000
Epoch [8/10], Step [150/200], Loss: 0.1128, nRMSE: 0.11%
0 0.11144091
1 0.111581706
2 0.1676877
75500
Epoch [8/10], Step [151/200], Loss: 0.1247, nRMSE: 0.11%
0 0.10913874
1 0.10895494
2 0.12634355
76000
Epoch [8/10], Step [152/200], Loss: 0.0765, nRMSE: 0.11%
0 0.115556434
1 0.114019185
2 0.1356919
76500
Epoch [8/10], Step [153/200], Loss: 0.0908, nRMSE: 0.12%
0 0.10867571
1 0.109987356
2 0.16781329
77000
Epoch [8/10], Step [154/200], Loss: 0.1224, nRMSE: 0.11%
0 0.105304495
1 0.10764598
2 0.13627784
77500
Epoch [8/10], Step [155/200], Loss: 0.0788, nRMSE: 0.11%
0 0.11575984
1 0.11660891
2 0.14848174
78000
Epoch [8/10], Step [156/200], Loss: 0.1065, nRMSE: 0.12%
0 0.102034956
1 0.10101951
2 0.16347083
78500
Epoch [8/10], Step [157/200], Loss: 0.1230, nRMSE: 0.10%
0 0.105582014
1 0.106315754
2 0.14359865
79000
Epoch [8/10], Step [158/200], Loss: 0.0919, nRMSE: 0.11%
0 0.10870819
1 0.11107784
2 0.15123914
79500
Epoch [8/10], Step [159/200], Loss: 0.1039, nRMSE: 0.11%
0 0.112782285
1 0.11397114
2 0.17115322
80000
Epoch [8/10], Step [160/200], Loss: 0.1232, nRMSE: 0.11%
0 0.11010525
1 0.11045741
2 0.13424036
80500
Epoch [8/10], Step [161/200], Loss: 0.0910, nRMSE: 0.11%
0 0.11067324
1 0.10957145
2 0.15019906
81000
Epoch [8/10], Step [162/200], Loss: 0.1012, nRMSE: 0.11%
0 0.1072577
1 0.110099755
2 0.1376583
81500
Epoch [8/10], Step [163/200], Loss: 0.0884, nRMSE: 0.11%
0 0.10530814
1 0.106588595
2 0.15457764
82000
Epoch [8/10], Step [164/200], Loss: 0.1078, nRMSE: 0.11%
0 0.11171385
1 0.11266723
2 0.15217525
82500
Epoch [8/10], Step [165/200], Loss: 0.1039, nRMSE: 0.11%
0 0.104071334
1 0.10716745
2 0.13946658
83000
Epoch [8/10], Step [166/200], Loss: 0.0922, nRMSE: 0.10%
0 0.10993461
1 0.10874729
2 0.1388084
83500
Epoch [8/10], Step [167/200], Loss: 0.0958, nRMSE: 0.11%
0 0.10376717
1 0.10526128
2 0.14034207
84000
Epoch [8/10], Step [168/200], Loss: 0.0905, nRMSE: 0.10%
0 0.10267166
1 0.104786426
2 0.14677684
84500
Epoch [8/10], Step [169/200], Loss: 0.0977, nRMSE: 0.10%
0 0.10224203
1 0.10079638
2 0.13435362
85000
Epoch [8/10], Step [170/200], Loss: 0.0814, nRMSE: 0.10%
0 0.107990585
1 0.10956116
2 0.15092339
85500
Epoch [8/10], Step [171/200], Loss: 0.1078, nRMSE: 0.11%
0 0.10320916
1 0.102762245
2 0.12355884
86000
Epoch [8/10], Step [172/200], Loss: 0.0792, nRMSE: 0.10%
0 0.10287778
1 0.1046541
2 0.1355672
86500
Epoch [8/10], Step [173/200], Loss: 0.0904, nRMSE: 0.10%
0 0.10967114
1 0.1101556
2 0.14602388
87000
Epoch [8/10], Step [174/200], Loss: 0.1003, nRMSE: 0.11%
0 0.10153259
1 0.10536534
2 0.13813052
87500
Epoch [8/10], Step [175/200], Loss: 0.0849, nRMSE: 0.10%
0 0.105083555
1 0.103223085
2 0.14946714
88000
Epoch [8/10], Step [176/200], Loss: 0.0921, nRMSE: 0.11%
0 0.10536604
1 0.10623613
2 0.14801027
88500
Epoch [8/10], Step [177/200], Loss: 0.0972, nRMSE: 0.11%
0 0.1159512
1 0.11372197
2 0.14697403
89000
Epoch [8/10], Step [178/200], Loss: 0.1056, nRMSE: 0.12%
0 0.106232285
1 0.10778909
2 0.13695335
89500
Epoch [8/10], Step [179/200], Loss: 0.0886, nRMSE: 0.11%
0 0.10891893
1 0.11045455
2 0.14898011
90000
Epoch [8/10], Step [180/200], Loss: 0.1076, nRMSE: 0.11%
0 0.1097541
1 0.10833084
2 0.15413037
90500
Epoch [8/10], Step [181/200], Loss: 0.0944, nRMSE: 0.11%
0 0.10623375
1 0.103365384
2 0.14414716
91000
Epoch [8/10], Step [182/200], Loss: 0.0849, nRMSE: 0.11%
0 0.11929935
1 0.123171166
2 0.16276251
91500
Epoch [8/10], Step [183/200], Loss: 0.1098, nRMSE: 0.12%
0 0.11165555
1 0.11245095
2 0.14027146
92000
Epoch [8/10], Step [184/200], Loss: 0.0908, nRMSE: 0.11%
0 0.11165616
1 0.113190286
2 0.1483674
92500
Epoch [8/10], Step [185/200], Loss: 0.1082, nRMSE: 0.11%
0 0.09734129
1 0.09723362
2 0.15027761
93000
Epoch [8/10], Step [186/200], Loss: 0.0939, nRMSE: 0.10%
0 0.102904834
1 0.10445319
2 0.13659453
93500
Epoch [8/10], Step [187/200], Loss: 0.0875, nRMSE: 0.10%
0 0.10684715
1 0.1060476
2 0.1339959
94000
Epoch [8/10], Step [188/200], Loss: 0.0785, nRMSE: 0.11%
0 0.10510991
1 0.10804227
2 0.121820346
94500
Epoch [8/10], Step [189/200], Loss: 0.0758, nRMSE: 0.11%
0 0.10864019
1 0.11058056
2 0.12595163
95000
Epoch [8/10], Step [190/200], Loss: 0.0762, nRMSE: 0.11%
0 0.10023045
1 0.102053255
2 0.15093708
95500
Epoch [8/10], Step [191/200], Loss: 0.1037, nRMSE: 0.10%
0 0.108206965
1 0.10796192
2 0.14467573
96000
Epoch [8/10], Step [192/200], Loss: 0.0878, nRMSE: 0.11%
0 0.101260774
1 0.10187111
2 0.17406796
96500
Epoch [8/10], Step [193/200], Loss: 0.1213, nRMSE: 0.10%
0 0.10936979
1 0.10803115
2 0.13542098
97000
Epoch [8/10], Step [194/200], Loss: 0.0841, nRMSE: 0.11%
0 0.11088839
1 0.1096374
2 0.123890296
97500
Epoch [8/10], Step [195/200], Loss: 0.0770, nRMSE: 0.11%
0 0.11220014
1 0.11150114
2 0.1525476
98000
Epoch [8/10], Step [196/200], Loss: 0.1041, nRMSE: 0.11%
0 0.1130901
1 0.11364715
2 0.16051763
98500
Epoch [8/10], Step [197/200], Loss: 0.1116, nRMSE: 0.11%
0 0.11074671
1 0.109056495
2 0.14848971
99000
Epoch [8/10], Step [198/200], Loss: 0.0903, nRMSE: 0.11%
0 0.110871516
1 0.10815308
2 0.14355488
99500
Epoch [8/10], Step [199/200], Loss: 0.0892, nRMSE: 0.11%
TEST PHASE
[0.08895566 0.08852386 0.100705  ]
0 0.08895571
1 0.08852388
2 0.10070501
0 0.105554976
1 0.106898114
2 0.13897397
0
Epoch [9/10], Step [0/200], Loss: 0.0829, nRMSE: 0.11%
0 0.10707752
1 0.10901012
2 0.116282605
500
Epoch [9/10], Step [1/200], Loss: 0.0820, nRMSE: 0.11%
0 0.1120811
1 0.11237149
2 0.14287582
1000
Epoch [9/10], Step [2/200], Loss: 0.1011, nRMSE: 0.11%
0 0.10974365
1 0.109908335
2 0.14583121
1500
Epoch [9/10], Step [3/200], Loss: 0.0994, nRMSE: 0.11%
0 0.10239994
1 0.102292776
2 0.12895203
2000
Epoch [9/10], Step [4/200], Loss: 0.0813, nRMSE: 0.10%
0 0.11160984
1 0.11384287
2 0.17780946
2500
Epoch [9/10], Step [5/200], Loss: 0.1334, nRMSE: 0.11%
0 0.113538705
1 0.11528333
2 0.13379297
3000
Epoch [9/10], Step [6/200], Loss: 0.0854, nRMSE: 0.11%
0 0.110346764
1 0.10751205
2 0.14318019
3500
Epoch [9/10], Step [7/200], Loss: 0.0881, nRMSE: 0.11%
0 0.10998103
1 0.110805266
2 0.1329294
4000
Epoch [9/10], Step [8/200], Loss: 0.0857, nRMSE: 0.11%
0 0.10534018
1 0.104982376
2 0.15649895
4500
Epoch [9/10], Step [9/200], Loss: 0.1122, nRMSE: 0.11%
0 0.10146428
1 0.10285426
2 0.14254028
5000
Epoch [9/10], Step [10/200], Loss: 0.0883, nRMSE: 0.10%
0 0.10900938
1 0.1075431
2 0.15579645
5500
Epoch [9/10], Step [11/200], Loss: 0.1025, nRMSE: 0.11%
0 0.109522834
1 0.11151575
2 0.16017438
6000
Epoch [9/10], Step [12/200], Loss: 0.1174, nRMSE: 0.11%
0 0.10978473
1 0.11292408
2 0.12653895
6500
Epoch [9/10], Step [13/200], Loss: 0.0818, nRMSE: 0.11%
0 0.1049104
1 0.106275484
2 0.13270506
7000
Epoch [9/10], Step [14/200], Loss: 0.0793, nRMSE: 0.10%
0 0.10702
1 0.1103135
2 0.1428353
7500
Epoch [9/10], Step [15/200], Loss: 0.0929, nRMSE: 0.11%
0 0.10224999
1 0.10247916
2 0.13602689
8000
Epoch [9/10], Step [16/200], Loss: 0.0886, nRMSE: 0.10%
0 0.10642297
1 0.10746693
2 0.14950414
8500
Epoch [9/10], Step [17/200], Loss: 0.1012, nRMSE: 0.11%
0 0.10875729
1 0.11204002
2 0.14323169
9000
Epoch [9/10], Step [18/200], Loss: 0.0980, nRMSE: 0.11%
0 0.109961174
1 0.10761596
2 0.1360135
9500
Epoch [9/10], Step [19/200], Loss: 0.0817, nRMSE: 0.11%
0 0.11935452
1 0.119465426
2 0.15309373
10000
Epoch [9/10], Step [20/200], Loss: 0.0997, nRMSE: 0.12%
0 0.10685525
1 0.10985056
2 0.121521465
10500
Epoch [9/10], Step [21/200], Loss: 0.0719, nRMSE: 0.11%
0 0.103420995
1 0.101436675
2 0.13714379
11000
Epoch [9/10], Step [22/200], Loss: 0.0848, nRMSE: 0.10%
0 0.109186284
1 0.110247545
2 0.14011608
11500
Epoch [9/10], Step [23/200], Loss: 0.0901, nRMSE: 0.11%
0 0.10086955
1 0.10012525
2 0.1316848
12000
Epoch [9/10], Step [24/200], Loss: 0.0867, nRMSE: 0.10%
0 0.11065506
1 0.10996223
2 0.13050812
12500
Epoch [9/10], Step [25/200], Loss: 0.0781, nRMSE: 0.11%
0 0.106641464
1 0.10796777
2 0.13245162
13000
Epoch [9/10], Step [26/200], Loss: 0.0823, nRMSE: 0.11%
0 0.10379225
1 0.107006796
2 0.12774567
13500
Epoch [9/10], Step [27/200], Loss: 0.0743, nRMSE: 0.10%
0 0.106601566
1 0.10909166
2 0.1460319
14000
Epoch [9/10], Step [28/200], Loss: 0.0971, nRMSE: 0.11%
0 0.10812567
1 0.106867105
2 0.12883252
14500
Epoch [9/10], Step [29/200], Loss: 0.0812, nRMSE: 0.11%
0 0.10273866
1 0.102081455
2 0.12572064
15000
Epoch [9/10], Step [30/200], Loss: 0.0845, nRMSE: 0.10%
0 0.11150255
1 0.11354686
2 0.15106574
15500
Epoch [9/10], Step [31/200], Loss: 0.1069, nRMSE: 0.11%
0 0.10685067
1 0.10739422
2 0.13130873
16000
Epoch [9/10], Step [32/200], Loss: 0.0808, nRMSE: 0.11%
0 0.09868281
1 0.09994389
2 0.14223877
16500
Epoch [9/10], Step [33/200], Loss: 0.0905, nRMSE: 0.10%
0 0.110906176
1 0.11049718
2 0.14801364
17000
Epoch [9/10], Step [34/200], Loss: 0.0990, nRMSE: 0.11%
0 0.11026485
1 0.10791439
2 0.12746538
17500
Epoch [9/10], Step [35/200], Loss: 0.0836, nRMSE: 0.11%
0 0.104078114
1 0.10478064
2 0.12886113
18000
Epoch [9/10], Step [36/200], Loss: 0.0747, nRMSE: 0.10%
0 0.10000615
1 0.10032017
2 0.1412012
18500
Epoch [9/10], Step [37/200], Loss: 0.0903, nRMSE: 0.10%
0 0.098807454
1 0.09982922
2 0.17880297
19000
Epoch [9/10], Step [38/200], Loss: 0.1168, nRMSE: 0.10%
0 0.10385209
1 0.10594998
2 0.14732303
19500
Epoch [9/10], Step [39/200], Loss: 0.0894, nRMSE: 0.10%
0 0.11294817
1 0.112390794
2 0.14750066
20000
Epoch [9/10], Step [40/200], Loss: 0.1016, nRMSE: 0.11%
0 0.11346693
1 0.11291903
2 0.13670534
20500
Epoch [9/10], Step [41/200], Loss: 0.0920, nRMSE: 0.11%
0 0.1088244
1 0.10773015
2 0.14692655
21000
Epoch [9/10], Step [42/200], Loss: 0.0950, nRMSE: 0.11%
0 0.112097144
1 0.10943292
2 0.14860927
21500
Epoch [9/10], Step [43/200], Loss: 0.1007, nRMSE: 0.11%
0 0.10286699
1 0.10199091
2 0.1726923
22000
Epoch [9/10], Step [44/200], Loss: 0.1203, nRMSE: 0.10%
0 0.10609313
1 0.106888846
2 0.1256268
22500
Epoch [9/10], Step [45/200], Loss: 0.0751, nRMSE: 0.11%
0 0.11339886
1 0.11268353
2 0.14507496
23000
Epoch [9/10], Step [46/200], Loss: 0.1043, nRMSE: 0.11%
0 0.116912805
1 0.11478327
2 0.12663631
23500
Epoch [9/10], Step [47/200], Loss: 0.0825, nRMSE: 0.12%
0 0.10539738
1 0.104575746
2 0.12354861
24000
Epoch [9/10], Step [48/200], Loss: 0.0784, nRMSE: 0.11%
0 0.11262066
1 0.11398391
2 0.14795677
24500
Epoch [9/10], Step [49/200], Loss: 0.0934, nRMSE: 0.11%
0 0.11583641
1 0.116956756
2 0.14791131
25000
Epoch [9/10], Step [50/200], Loss: 0.1069, nRMSE: 0.12%
0 0.10946106
1 0.11179259
2 0.14404686
25500
Epoch [9/10], Step [51/200], Loss: 0.0899, nRMSE: 0.11%
0 0.11613637
1 0.1154906
2 0.13338847
26000
Epoch [9/10], Step [52/200], Loss: 0.0909, nRMSE: 0.12%
0 0.112104245
1 0.110577784
2 0.1461775
26500
Epoch [9/10], Step [53/200], Loss: 0.0986, nRMSE: 0.11%
0 0.10775592
1 0.108714245
2 0.16581492
27000
Epoch [9/10], Step [54/200], Loss: 0.1177, nRMSE: 0.11%
0 0.10885163
1 0.10772323
2 0.15209976
27500
Epoch [9/10], Step [55/200], Loss: 0.1139, nRMSE: 0.11%
0 0.113298945
1 0.1134893
2 0.13712469
28000
Epoch [9/10], Step [56/200], Loss: 0.0898, nRMSE: 0.11%
0 0.10578617
1 0.108612716
2 0.18082683
28500
Epoch [9/10], Step [57/200], Loss: 0.1218, nRMSE: 0.11%
0 0.112805575
1 0.11137493
2 0.14663178
29000
Epoch [9/10], Step [58/200], Loss: 0.0937, nRMSE: 0.11%
0 0.11303596
1 0.11294385
2 0.15045978
29500
Epoch [9/10], Step [59/200], Loss: 0.0961, nRMSE: 0.11%
0 0.10441116
1 0.10493989
2 0.15878078
30000
Epoch [9/10], Step [60/200], Loss: 0.1059, nRMSE: 0.10%
0 0.10907194
1 0.11157541
2 0.13471049
30500
Epoch [9/10], Step [61/200], Loss: 0.0928, nRMSE: 0.11%
0 0.10034445
1 0.09902308
2 0.1341572
31000
Epoch [9/10], Step [62/200], Loss: 0.0825, nRMSE: 0.10%
0 0.099594474
1 0.102317065
2 0.13032387
31500
Epoch [9/10], Step [63/200], Loss: 0.0791, nRMSE: 0.10%
0 0.097959146
1 0.100788735
2 0.16192739
32000
Epoch [9/10], Step [64/200], Loss: 0.1012, nRMSE: 0.10%
0 0.10067516
1 0.1022078
2 0.15426871
32500
Epoch [9/10], Step [65/200], Loss: 0.1010, nRMSE: 0.10%
0 0.108772725
1 0.10708702
2 0.13692556
33000
Epoch [9/10], Step [66/200], Loss: 0.0873, nRMSE: 0.11%
0 0.10657732
1 0.10585639
2 0.13860135
33500
Epoch [9/10], Step [67/200], Loss: 0.0931, nRMSE: 0.11%
0 0.10462965
1 0.108246505
2 0.13262393
34000
Epoch [9/10], Step [68/200], Loss: 0.0808, nRMSE: 0.10%
0 0.111737385
1 0.1118699
2 0.1569805
34500
Epoch [9/10], Step [69/200], Loss: 0.1012, nRMSE: 0.11%
0 0.11074963
1 0.11037262
2 0.13439526
35000
Epoch [9/10], Step [70/200], Loss: 0.0898, nRMSE: 0.11%
0 0.11383638
1 0.11268928
2 0.13152245
35500
Epoch [9/10], Step [71/200], Loss: 0.0820, nRMSE: 0.11%
0 0.109632716
1 0.10666292
2 0.13983274
36000
Epoch [9/10], Step [72/200], Loss: 0.0835, nRMSE: 0.11%
0 0.1024182
1 0.10198002
2 0.13793825
36500
Epoch [9/10], Step [73/200], Loss: 0.0882, nRMSE: 0.10%
0 0.10378104
1 0.10789185
2 0.12315422
37000
Epoch [9/10], Step [74/200], Loss: 0.0717, nRMSE: 0.10%
0 0.11092296
1 0.10874204
2 0.12912813
37500
Epoch [9/10], Step [75/200], Loss: 0.0774, nRMSE: 0.11%
0 0.10412379
1 0.10555916
2 0.13680539
38000
Epoch [9/10], Step [76/200], Loss: 0.0870, nRMSE: 0.10%
0 0.11042433
1 0.11302599
2 0.12807347
38500
Epoch [9/10], Step [77/200], Loss: 0.0864, nRMSE: 0.11%
0 0.10896522
1 0.10974329
2 0.13416474
39000
Epoch [9/10], Step [78/200], Loss: 0.0923, nRMSE: 0.11%
0 0.10410812
1 0.104089215
2 0.15373956
39500
Epoch [9/10], Step [79/200], Loss: 0.1034, nRMSE: 0.10%
0 0.112036385
1 0.11253925
2 0.12862425
40000
Epoch [9/10], Step [80/200], Loss: 0.0779, nRMSE: 0.11%
0 0.11015461
1 0.10912782
2 0.12670362
40500
Epoch [9/10], Step [81/200], Loss: 0.0801, nRMSE: 0.11%
0 0.108858444
1 0.1092766
2 0.12384239
41000
Epoch [9/10], Step [82/200], Loss: 0.0768, nRMSE: 0.11%
0 0.104730874
1 0.10516679
2 0.14079143
41500
Epoch [9/10], Step [83/200], Loss: 0.0894, nRMSE: 0.10%
0 0.11231094
1 0.11036482
2 0.15133928
42000
Epoch [9/10], Step [84/200], Loss: 0.1080, nRMSE: 0.11%
0 0.11478176
1 0.11284161
2 0.12679623
42500
Epoch [9/10], Step [85/200], Loss: 0.0817, nRMSE: 0.11%
0 0.1003609
1 0.09953334
2 0.14253126
43000
Epoch [9/10], Step [86/200], Loss: 0.0947, nRMSE: 0.10%
0 0.10938038
1 0.10827432
2 0.11863851
43500
Epoch [9/10], Step [87/200], Loss: 0.0713, nRMSE: 0.11%
0 0.10822433
1 0.11014559
2 0.15186372
44000
Epoch [9/10], Step [88/200], Loss: 0.1132, nRMSE: 0.11%
0 0.10474833
1 0.10276653
2 0.14241232
44500
Epoch [9/10], Step [89/200], Loss: 0.0935, nRMSE: 0.10%
0 0.10948619
1 0.10896543
2 0.140446
45000
Epoch [9/10], Step [90/200], Loss: 0.0843, nRMSE: 0.11%
0 0.10965443
1 0.10994499
2 0.13387915
45500
Epoch [9/10], Step [91/200], Loss: 0.0829, nRMSE: 0.11%
0 0.106633574
1 0.105762005
2 0.141127
46000
Epoch [9/10], Step [92/200], Loss: 0.0863, nRMSE: 0.11%
0 0.096147485
1 0.095115595
2 0.13186507
46500
Epoch [9/10], Step [93/200], Loss: 0.0804, nRMSE: 0.10%
0 0.11003015
1 0.10674738
2 0.18010467
47000
Epoch [9/10], Step [94/200], Loss: 0.1340, nRMSE: 0.11%
0 0.10786786
1 0.107227914
2 0.14031509
47500
Epoch [9/10], Step [95/200], Loss: 0.0997, nRMSE: 0.11%
0 0.11157928
1 0.11040753
2 0.14389588
48000
Epoch [9/10], Step [96/200], Loss: 0.0993, nRMSE: 0.11%
0 0.10753922
1 0.10680455
2 0.16104548
48500
Epoch [9/10], Step [97/200], Loss: 0.1138, nRMSE: 0.11%
0 0.10457957
1 0.10300133
2 0.13222407
49000
Epoch [9/10], Step [98/200], Loss: 0.0773, nRMSE: 0.10%
0 0.10329243
1 0.105548725
2 0.1514367
49500
Epoch [9/10], Step [99/200], Loss: 0.0883, nRMSE: 0.10%
0 0.11119194
1 0.11030662
2 0.1453207
50000
Epoch [9/10], Step [100/200], Loss: 0.1023, nRMSE: 0.11%
0 0.10697491
1 0.1075125
2 0.13508153
50500
Epoch [9/10], Step [101/200], Loss: 0.0865, nRMSE: 0.11%
0 0.11231014
1 0.112140656
2 0.14287223
51000
Epoch [9/10], Step [102/200], Loss: 0.0969, nRMSE: 0.11%
0 0.10638149
1 0.10719176
2 0.14494172
51500
Epoch [9/10], Step [103/200], Loss: 0.0878, nRMSE: 0.11%
0 0.11379198
1 0.112684816
2 0.14495486
52000
Epoch [9/10], Step [104/200], Loss: 0.0951, nRMSE: 0.11%
0 0.10207537
1 0.1032507
2 0.18279189
52500
Epoch [9/10], Step [105/200], Loss: 0.1334, nRMSE: 0.10%
0 0.10591253
1 0.10483102
2 0.1290595
53000
Epoch [9/10], Step [106/200], Loss: 0.0791, nRMSE: 0.11%
0 0.1145497
1 0.11732968
2 0.14741701
53500
Epoch [9/10], Step [107/200], Loss: 0.1004, nRMSE: 0.11%
0 0.10854255
1 0.110298075
2 0.14726451
54000
Epoch [9/10], Step [108/200], Loss: 0.1013, nRMSE: 0.11%
0 0.108393915
1 0.10887227
2 0.13867518
54500
Epoch [9/10], Step [109/200], Loss: 0.0941, nRMSE: 0.11%
0 0.09897697
1 0.099725135
2 0.13729969
55000
Epoch [9/10], Step [110/200], Loss: 0.0807, nRMSE: 0.10%
0 0.10661269
1 0.10933039
2 0.12626813
55500
Epoch [9/10], Step [111/200], Loss: 0.0749, nRMSE: 0.11%
0 0.11251329
1 0.111244485
2 0.13377415
56000
Epoch [9/10], Step [112/200], Loss: 0.0807, nRMSE: 0.11%
0 0.10295954
1 0.1051982
2 0.14454906
56500
Epoch [9/10], Step [113/200], Loss: 0.0910, nRMSE: 0.10%
0 0.10837917
1 0.10606992
2 0.1316095
57000
Epoch [9/10], Step [114/200], Loss: 0.0854, nRMSE: 0.11%
0 0.11290744
1 0.11144758
2 0.14108837
57500
Epoch [9/10], Step [115/200], Loss: 0.0989, nRMSE: 0.11%
0 0.10189725
1 0.10298065
2 0.13202874
58000
Epoch [9/10], Step [116/200], Loss: 0.0850, nRMSE: 0.10%
0 0.10936861
1 0.10815905
2 0.14485928
58500
Epoch [9/10], Step [117/200], Loss: 0.0910, nRMSE: 0.11%
0 0.109031364
1 0.10722367
2 0.14290497
59000
Epoch [9/10], Step [118/200], Loss: 0.0925, nRMSE: 0.11%
0 0.104296796
1 0.10309121
2 0.128683
59500
Epoch [9/10], Step [119/200], Loss: 0.0796, nRMSE: 0.10%
0 0.10943295
1 0.10838532
2 0.14526632
60000
Epoch [9/10], Step [120/200], Loss: 0.0987, nRMSE: 0.11%
0 0.107039936
1 0.1065022
2 0.14011991
60500
Epoch [9/10], Step [121/200], Loss: 0.0898, nRMSE: 0.11%
0 0.1013471
1 0.10035848
2 0.13468029
61000
Epoch [9/10], Step [122/200], Loss: 0.0855, nRMSE: 0.10%
0 0.10777943
1 0.10867256
2 0.1517184
61500
Epoch [9/10], Step [123/200], Loss: 0.1048, nRMSE: 0.11%
0 0.111142784
1 0.10885327
2 0.16937427
62000
Epoch [9/10], Step [124/200], Loss: 0.1138, nRMSE: 0.11%
0 0.106927715
1 0.10701296
2 0.12662002
62500
Epoch [9/10], Step [125/200], Loss: 0.0835, nRMSE: 0.11%
0 0.10224887
1 0.10282994
2 0.12888108
63000
Epoch [9/10], Step [126/200], Loss: 0.0729, nRMSE: 0.10%
0 0.10144793
1 0.10239967
2 0.12521337
63500
Epoch [9/10], Step [127/200], Loss: 0.0711, nRMSE: 0.10%
0 0.09884816
1 0.09930779
2 0.12031557
64000
Epoch [9/10], Step [128/200], Loss: 0.0659, nRMSE: 0.10%
0 0.10663273
1 0.10921256
2 0.14154899
64500
Epoch [9/10], Step [129/200], Loss: 0.0913, nRMSE: 0.11%
0 0.11364209
1 0.11136733
2 0.13057953
65000
Epoch [9/10], Step [130/200], Loss: 0.0874, nRMSE: 0.11%
0 0.10237239
1 0.10647931
2 0.14247869
65500
Epoch [9/10], Step [131/200], Loss: 0.0892, nRMSE: 0.10%
0 0.106583595
1 0.10860815
2 0.13345928
66000
Epoch [9/10], Step [132/200], Loss: 0.0822, nRMSE: 0.11%
0 0.10916087
1 0.10912181
2 0.15841287
66500
Epoch [9/10], Step [133/200], Loss: 0.1248, nRMSE: 0.11%
0 0.10126028
1 0.10123311
2 0.118610926
67000
Epoch [9/10], Step [134/200], Loss: 0.0714, nRMSE: 0.10%
0 0.10751885
1 0.109473355
2 0.12173299
67500
Epoch [9/10], Step [135/200], Loss: 0.0737, nRMSE: 0.11%
0 0.098557495
1 0.09946163
2 0.14444323
68000
Epoch [9/10], Step [136/200], Loss: 0.0950, nRMSE: 0.10%
0 0.10286941
1 0.106152005
2 0.14204483
68500
Epoch [9/10], Step [137/200], Loss: 0.1011, nRMSE: 0.10%
0 0.10773367
1 0.10789157
2 0.12589829
69000
Epoch [9/10], Step [138/200], Loss: 0.0740, nRMSE: 0.11%
0 0.10754135
1 0.11163524
2 0.13588743
69500
Epoch [9/10], Step [139/200], Loss: 0.0872, nRMSE: 0.11%
0 0.107313305
1 0.1085767
2 0.12191921
70000
Epoch [9/10], Step [140/200], Loss: 0.0713, nRMSE: 0.11%
0 0.10376409
1 0.10457204
2 0.13163178
70500
Epoch [9/10], Step [141/200], Loss: 0.0767, nRMSE: 0.10%
0 0.107244916
1 0.108464465
2 0.1560511
71000
Epoch [9/10], Step [142/200], Loss: 0.1159, nRMSE: 0.11%
0 0.10852751
1 0.10872115
2 0.13681637
71500
Epoch [9/10], Step [143/200], Loss: 0.0841, nRMSE: 0.11%
0 0.1032325
1 0.10091486
2 0.16650629
72000
Epoch [9/10], Step [144/200], Loss: 0.1276, nRMSE: 0.10%
0 0.10614475
1 0.107417665
2 0.14280654
72500
Epoch [9/10], Step [145/200], Loss: 0.0881, nRMSE: 0.11%
0 0.09658405
1 0.096476816
2 0.12335999
73000
Epoch [9/10], Step [146/200], Loss: 0.0769, nRMSE: 0.10%
0 0.10685968
1 0.10865646
2 0.13071543
73500
Epoch [9/10], Step [147/200], Loss: 0.0837, nRMSE: 0.11%
0 0.102023594
1 0.102716476
2 0.12934805
74000
Epoch [9/10], Step [148/200], Loss: 0.0823, nRMSE: 0.10%
0 0.10595289
1 0.108395115
2 0.11561009
74500
Epoch [9/10], Step [149/200], Loss: 0.0660, nRMSE: 0.11%
0 0.10701179
1 0.11041651
2 0.13543618
75000
Epoch [9/10], Step [150/200], Loss: 0.0899, nRMSE: 0.11%
0 0.10239222
1 0.10290624
2 0.13405006
75500
Epoch [9/10], Step [151/200], Loss: 0.0851, nRMSE: 0.10%
0 0.11183381
1 0.10946732
2 0.13071093
76000
Epoch [9/10], Step [152/200], Loss: 0.0808, nRMSE: 0.11%
0 0.104106076
1 0.10463258
2 0.115923464
76500
Epoch [9/10], Step [153/200], Loss: 0.0688, nRMSE: 0.10%
0 0.10699572
1 0.10668316
2 0.12504987
77000
Epoch [9/10], Step [154/200], Loss: 0.0778, nRMSE: 0.11%
0 0.09958551
1 0.10204682
2 0.14284639
77500
Epoch [9/10], Step [155/200], Loss: 0.0817, nRMSE: 0.10%
0 0.11436912
1 0.11449278
2 0.13296564
78000
Epoch [9/10], Step [156/200], Loss: 0.0898, nRMSE: 0.11%
0 0.10350483
1 0.10417409
2 0.12225199
78500
Epoch [9/10], Step [157/200], Loss: 0.0788, nRMSE: 0.10%
0 0.110063694
1 0.1100438
2 0.13574207
79000
Epoch [9/10], Step [158/200], Loss: 0.0861, nRMSE: 0.11%
0 0.10685204
1 0.109248176
2 0.13080929
79500
Epoch [9/10], Step [159/200], Loss: 0.0830, nRMSE: 0.11%
0 0.11004629
1 0.11157629
2 0.12325526
80000
Epoch [9/10], Step [160/200], Loss: 0.0752, nRMSE: 0.11%
0 0.104356185
1 0.10428699
2 0.14989623
80500
Epoch [9/10], Step [161/200], Loss: 0.1049, nRMSE: 0.10%
0 0.10064436
1 0.101069905
2 0.12533344
81000
Epoch [9/10], Step [162/200], Loss: 0.0740, nRMSE: 0.10%
0 0.10614425
1 0.108778656
2 0.13330063
81500
Epoch [9/10], Step [163/200], Loss: 0.0838, nRMSE: 0.11%
0 0.10548224
1 0.105655365
2 0.13198997
82000
Epoch [9/10], Step [164/200], Loss: 0.0846, nRMSE: 0.11%
0 0.11223832
1 0.11294209
2 0.12024748
82500
Epoch [9/10], Step [165/200], Loss: 0.0742, nRMSE: 0.11%
0 0.1047596
1 0.10612671
2 0.13436364
83000
Epoch [9/10], Step [166/200], Loss: 0.0871, nRMSE: 0.10%
0 0.10555497
1 0.10696523
2 0.14506067
83500
Epoch [9/10], Step [167/200], Loss: 0.1012, nRMSE: 0.11%
0 0.097387716
1 0.098892674
2 0.15401885
84000
Epoch [9/10], Step [168/200], Loss: 0.1017, nRMSE: 0.10%
0 0.09768199
1 0.100012355
2 0.13319954
84500
Epoch [9/10], Step [169/200], Loss: 0.0825, nRMSE: 0.10%
0 0.101342924
1 0.10269183
2 0.15420881
85000
Epoch [9/10], Step [170/200], Loss: 0.1004, nRMSE: 0.10%
0 0.105910756
1 0.10714995
2 0.1200454
85500
Epoch [9/10], Step [171/200], Loss: 0.0766, nRMSE: 0.11%
0 0.099190906
1 0.10190503
2 0.12503901
86000
Epoch [9/10], Step [172/200], Loss: 0.0795, nRMSE: 0.10%
0 0.09949356
1 0.10265105
2 0.13985199
86500
Epoch [9/10], Step [173/200], Loss: 0.0935, nRMSE: 0.10%
0 0.10982522
1 0.11078546
2 0.11901129
87000
Epoch [9/10], Step [174/200], Loss: 0.0752, nRMSE: 0.11%
0 0.10515092
1 0.10842735
2 0.116742045
87500
Epoch [9/10], Step [175/200], Loss: 0.0683, nRMSE: 0.11%
0 0.10515628
1 0.10455849
2 0.13673031
88000
Epoch [9/10], Step [176/200], Loss: 0.0811, nRMSE: 0.11%
0 0.10177805
1 0.103580184
2 0.14823739
88500
Epoch [9/10], Step [177/200], Loss: 0.0960, nRMSE: 0.10%
0 0.106266536
1 0.10435715
2 0.14190942
89000
Epoch [9/10], Step [178/200], Loss: 0.0960, nRMSE: 0.11%
0 0.101888806
1 0.10310001
2 0.13920777
89500
Epoch [9/10], Step [179/200], Loss: 0.0890, nRMSE: 0.10%
0 0.102930866
1 0.10278396
2 0.12629753
90000
Epoch [9/10], Step [180/200], Loss: 0.0813, nRMSE: 0.10%
0 0.11659039
1 0.11607999
2 0.1501999
90500
Epoch [9/10], Step [181/200], Loss: 0.0943, nRMSE: 0.12%
0 0.09972198
1 0.099794425
2 0.13156159
91000
Epoch [9/10], Step [182/200], Loss: 0.0723, nRMSE: 0.10%
0 0.110756174
1 0.10983208
2 0.14156927
91500
Epoch [9/10], Step [183/200], Loss: 0.0851, nRMSE: 0.11%
0 0.11417163
1 0.11555138
2 0.16329017
92000
Epoch [9/10], Step [184/200], Loss: 0.1157, nRMSE: 0.11%
0 0.106628254
1 0.10824582
2 0.13281624
92500
Epoch [9/10], Step [185/200], Loss: 0.0897, nRMSE: 0.11%
0 0.09758787
1 0.09887582
2 0.14048819
93000
Epoch [9/10], Step [186/200], Loss: 0.0851, nRMSE: 0.10%
0 0.10700464
1 0.11004112
2 0.13519232
93500
Epoch [9/10], Step [187/200], Loss: 0.0882, nRMSE: 0.11%
0 0.11176167
1 0.113241404
2 0.14449212
94000
Epoch [9/10], Step [188/200], Loss: 0.0902, nRMSE: 0.11%
0 0.09911796
1 0.09784632
2 0.1341304
94500
Epoch [9/10], Step [189/200], Loss: 0.0833, nRMSE: 0.10%
0 0.111752935
1 0.11339622
2 0.13917823
95000
Epoch [9/10], Step [190/200], Loss: 0.0890, nRMSE: 0.11%
0 0.10381914
1 0.10439812
2 0.1500818
95500
Epoch [9/10], Step [191/200], Loss: 0.1040, nRMSE: 0.10%
0 0.110201135
1 0.1101259
2 0.14510702
96000
Epoch [9/10], Step [192/200], Loss: 0.0891, nRMSE: 0.11%
0 0.10299192
1 0.10360195
2 0.15832172
96500
Epoch [9/10], Step [193/200], Loss: 0.1048, nRMSE: 0.10%
0 0.105529085
1 0.10357015
2 0.15657936
97000
Epoch [9/10], Step [194/200], Loss: 0.1025, nRMSE: 0.11%
0 0.113013364
1 0.11074659
2 0.12616064
97500
Epoch [9/10], Step [195/200], Loss: 0.0797, nRMSE: 0.11%
0 0.10614093
1 0.107332215
2 0.15860361
98000
Epoch [9/10], Step [196/200], Loss: 0.1083, nRMSE: 0.11%
0 0.114106625
1 0.112713695
2 0.13720107
98500
Epoch [9/10], Step [197/200], Loss: 0.0886, nRMSE: 0.11%
0 0.11133587
1 0.11117625
2 0.13725896
99000
Epoch [9/10], Step [198/200], Loss: 0.0813, nRMSE: 0.11%
0 0.113252774
1 0.11150234
2 0.13728756
99500
Epoch [9/10], Step [199/200], Loss: 0.0849, nRMSE: 0.11%
TEST PHASE
[0.08924208 0.08978169 0.09494597]
0 0.0892421
1 0.08978171
2 0.094946
0 0.106702365
1 0.10850317
2 0.13929008
0
Epoch [10/10], Step [0/200], Loss: 0.0837, nRMSE: 0.11%
0 0.10765378
1 0.10938225
2 0.11019082
500
Epoch [10/10], Step [1/200], Loss: 0.0764, nRMSE: 0.11%
0 0.109216265
1 0.10705321
2 0.13929498
1000
Epoch [10/10], Step [2/200], Loss: 0.0955, nRMSE: 0.11%
0 0.10652023
1 0.10768819
2 0.13268487
1500
Epoch [10/10], Step [3/200], Loss: 0.0853, nRMSE: 0.11%
0 0.10608963
1 0.102999695
2 0.122105636
2000
Epoch [10/10], Step [4/200], Loss: 0.0761, nRMSE: 0.11%
0 0.11172158
1 0.11400561
2 0.13979688
2500
Epoch [10/10], Step [5/200], Loss: 0.0923, nRMSE: 0.11%
0 0.10330087
1 0.10352987
2 0.1363096
3000
Epoch [10/10], Step [6/200], Loss: 0.0826, nRMSE: 0.10%
0 0.10846999
1 0.10866476
2 0.14848544
3500
Epoch [10/10], Step [7/200], Loss: 0.0927, nRMSE: 0.11%
0 0.103597194
1 0.1055746
2 0.13153745
4000
Epoch [10/10], Step [8/200], Loss: 0.0819, nRMSE: 0.10%
0 0.10657752
1 0.10556838
2 0.15122323
4500
Epoch [10/10], Step [9/200], Loss: 0.1067, nRMSE: 0.11%
0 0.10270283
1 0.101659514
2 0.1483857
5000
Epoch [10/10], Step [10/200], Loss: 0.0939, nRMSE: 0.10%
0 0.10703977
1 0.109895796
2 0.14293338
5500
Epoch [10/10], Step [11/200], Loss: 0.0901, nRMSE: 0.11%
0 0.10387676
1 0.105225995
2 0.1328526
6000
Epoch [10/10], Step [12/200], Loss: 0.0859, nRMSE: 0.10%
0 0.110284135
1 0.11138549
2 0.13799945
6500
Epoch [10/10], Step [13/200], Loss: 0.0924, nRMSE: 0.11%
0 0.10413379
1 0.10324554
2 0.14091018
7000
Epoch [10/10], Step [14/200], Loss: 0.0856, nRMSE: 0.10%
0 0.108950175
1 0.11026432
2 0.16142955
7500
Epoch [10/10], Step [15/200], Loss: 0.1126, nRMSE: 0.11%
0 0.10940831
1 0.10826573
2 0.12510012
8000
Epoch [10/10], Step [16/200], Loss: 0.0812, nRMSE: 0.11%
0 0.10704965
1 0.11018744
2 0.1460259
8500
Epoch [10/10], Step [17/200], Loss: 0.0983, nRMSE: 0.11%
0 0.112663336
1 0.116633594
2 0.13606194
9000
Epoch [10/10], Step [18/200], Loss: 0.0929, nRMSE: 0.11%
0 0.10737193
1 0.106611066
2 0.13148029
9500
Epoch [10/10], Step [19/200], Loss: 0.0771, nRMSE: 0.11%
0 0.11012438
1 0.10979624
2 0.121009305
10000
Epoch [10/10], Step [20/200], Loss: 0.0683, nRMSE: 0.11%
0 0.10840232
1 0.111504234
2 0.13129508
10500
Epoch [10/10], Step [21/200], Loss: 0.0806, nRMSE: 0.11%
0 0.10049666
1 0.10151182
2 0.123877324
11000
Epoch [10/10], Step [22/200], Loss: 0.0726, nRMSE: 0.10%
0 0.10320656
1 0.1048329
2 0.12390291
11500
Epoch [10/10], Step [23/200], Loss: 0.0732, nRMSE: 0.10%
0 0.10347362
1 0.102574386
2 0.1315522
12000
Epoch [10/10], Step [24/200], Loss: 0.0877, nRMSE: 0.10%
0 0.11014686
1 0.10863538
2 0.1328719
12500
Epoch [10/10], Step [25/200], Loss: 0.0797, nRMSE: 0.11%
0 0.10820428
1 0.10740363
2 0.117333084
13000
Epoch [10/10], Step [26/200], Loss: 0.0700, nRMSE: 0.11%
0 0.09992257
1 0.10105217
2 0.13425308
13500
Epoch [10/10], Step [27/200], Loss: 0.0777, nRMSE: 0.10%
0 0.103111856
1 0.10411537
2 0.12714802
14000
Epoch [10/10], Step [28/200], Loss: 0.0775, nRMSE: 0.10%
0 0.10146594
1 0.10060049
2 0.13569388
14500
Epoch [10/10], Step [29/200], Loss: 0.0846, nRMSE: 0.10%
0 0.10218287
1 0.103006594
2 0.11981946
15000
Epoch [10/10], Step [30/200], Loss: 0.0789, nRMSE: 0.10%
0 0.10605964
1 0.10565134
2 0.13199776
15500
Epoch [10/10], Step [31/200], Loss: 0.0848, nRMSE: 0.11%
0 0.107020915
1 0.10634945
2 0.12418081
16000
Epoch [10/10], Step [32/200], Loss: 0.0746, nRMSE: 0.11%
0 0.09952961
1 0.09800586
2 0.13135059
16500
Epoch [10/10], Step [33/200], Loss: 0.0800, nRMSE: 0.10%
0 0.10147124
1 0.10283117
2 0.14456986
17000
Epoch [10/10], Step [34/200], Loss: 0.0918, nRMSE: 0.10%
0 0.107187174
1 0.106792755
2 0.11829222
17500
Epoch [10/10], Step [35/200], Loss: 0.0745, nRMSE: 0.11%
0 0.09958955
1 0.099634096
2 0.14157799
18000
Epoch [10/10], Step [36/200], Loss: 0.0836, nRMSE: 0.10%
0 0.097846694
1 0.100128576
2 0.11925819
18500
Epoch [10/10], Step [37/200], Loss: 0.0699, nRMSE: 0.10%
0 0.09814562
1 0.10025677
2 0.11913567
19000
Epoch [10/10], Step [38/200], Loss: 0.0636, nRMSE: 0.10%
0 0.10409109
1 0.10605822
2 0.11804218
19500
Epoch [10/10], Step [39/200], Loss: 0.0652, nRMSE: 0.10%
0 0.106543384
1 0.10727413
2 0.11771347
20000
Epoch [10/10], Step [40/200], Loss: 0.0716, nRMSE: 0.11%
0 0.11557577
1 0.11530419
2 0.12237529
20500
Epoch [10/10], Step [41/200], Loss: 0.0798, nRMSE: 0.12%
0 0.10927443
1 0.10767673
2 0.14426415
21000
Epoch [10/10], Step [42/200], Loss: 0.0925, nRMSE: 0.11%
0 0.104044154
1 0.10270913
2 0.14188755
21500
Epoch [10/10], Step [43/200], Loss: 0.0908, nRMSE: 0.10%
0 0.09920405
1 0.098455384
2 0.13692266
22000
Epoch [10/10], Step [44/200], Loss: 0.0822, nRMSE: 0.10%
0 0.10359087
1 0.10341749
2 0.12388187
22500
Epoch [10/10], Step [45/200], Loss: 0.0724, nRMSE: 0.10%
0 0.10861429
1 0.10680991
2 0.13314305
23000
Epoch [10/10], Step [46/200], Loss: 0.0895, nRMSE: 0.11%
0 0.10848188
1 0.10651869
2 0.15076166
23500
Epoch [10/10], Step [47/200], Loss: 0.1017, nRMSE: 0.11%
0 0.10454149
1 0.104302235
2 0.120142944
24000
Epoch [10/10], Step [48/200], Loss: 0.0751, nRMSE: 0.10%
0 0.105267696
1 0.10480334
2 0.15023704
24500
Epoch [10/10], Step [49/200], Loss: 0.0920, nRMSE: 0.11%
0 0.11150048
1 0.11198943
2 0.12079786
25000
Epoch [10/10], Step [50/200], Loss: 0.0779, nRMSE: 0.11%
0 0.1056962
1 0.10744486
2 0.14509419
25500
Epoch [10/10], Step [51/200], Loss: 0.0891, nRMSE: 0.11%
0 0.10794798
1 0.10817301
2 0.155271
26000
Epoch [10/10], Step [52/200], Loss: 0.1105, nRMSE: 0.11%
0 0.10201624
1 0.102007896
2 0.13258283
26500
Epoch [10/10], Step [53/200], Loss: 0.0815, nRMSE: 0.10%
0 0.10108424
1 0.10351272
2 0.13975757
27000
Epoch [10/10], Step [54/200], Loss: 0.0877, nRMSE: 0.10%
0 0.106807664
1 0.10666839
2 0.15148854
27500
Epoch [10/10], Step [55/200], Loss: 0.1125, nRMSE: 0.11%
0 0.10724248
1 0.106420085
2 0.12932293
28000
Epoch [10/10], Step [56/200], Loss: 0.0799, nRMSE: 0.11%
0 0.103500575
1 0.10444498
2 0.14393926
28500
Epoch [10/10], Step [57/200], Loss: 0.0844, nRMSE: 0.10%
0 0.106442906
1 0.10768129
2 0.14720789
29000
Epoch [10/10], Step [58/200], Loss: 0.0919, nRMSE: 0.11%
0 0.11050259
1 0.109735794
2 0.1466638
29500
Epoch [10/10], Step [59/200], Loss: 0.0913, nRMSE: 0.11%
0 0.100133896
1 0.10247936
2 0.15155521
30000
Epoch [10/10], Step [60/200], Loss: 0.0970, nRMSE: 0.10%
0 0.10766389
1 0.1078093
2 0.1251059
30500
Epoch [10/10], Step [61/200], Loss: 0.0823, nRMSE: 0.11%
0 0.09838408
1 0.09695112
2 0.1365229
31000
Epoch [10/10], Step [62/200], Loss: 0.0838, nRMSE: 0.10%
0 0.09610964
1 0.097071886
2 0.13108401
31500
Epoch [10/10], Step [63/200], Loss: 0.0778, nRMSE: 0.10%
0 0.096156485
1 0.09762374
2 0.13905151
32000
Epoch [10/10], Step [64/200], Loss: 0.0792, nRMSE: 0.10%
0 0.100680515
1 0.103476554
2 0.13501863
32500
Epoch [10/10], Step [65/200], Loss: 0.0825, nRMSE: 0.10%
0 0.10134347
1 0.10009098
2 0.13534246
33000
Epoch [10/10], Step [66/200], Loss: 0.0827, nRMSE: 0.10%
0 0.10196395
1 0.10223612
2 0.12138444
33500
Epoch [10/10], Step [67/200], Loss: 0.0751, nRMSE: 0.10%
0 0.10031699
1 0.100915596
2 0.1255057
34000
Epoch [10/10], Step [68/200], Loss: 0.0723, nRMSE: 0.10%
0 0.10741547
1 0.10737613
2 0.14535846
34500
Epoch [10/10], Step [69/200], Loss: 0.0883, nRMSE: 0.11%
0 0.10445877
1 0.10585909
2 0.14324917
35000
Epoch [10/10], Step [70/200], Loss: 0.0963, nRMSE: 0.10%
0 0.1096652
1 0.10913095
2 0.13209869
35500
Epoch [10/10], Step [71/200], Loss: 0.0807, nRMSE: 0.11%
0 0.09991921
1 0.098069936
2 0.12464226
36000
Epoch [10/10], Step [72/200], Loss: 0.0673, nRMSE: 0.10%
0 0.09547407
1 0.09564978
2 0.11537221
36500
Epoch [10/10], Step [73/200], Loss: 0.0657, nRMSE: 0.10%
0 0.101246364
1 0.102748245
2 0.122188136
37000
Epoch [10/10], Step [74/200], Loss: 0.0693, nRMSE: 0.10%
0 0.108578436
1 0.10859035
2 0.13769263
37500
Epoch [10/10], Step [75/200], Loss: 0.0841, nRMSE: 0.11%
0 0.1012496
1 0.10131746
2 0.12928377
38000
Epoch [10/10], Step [76/200], Loss: 0.0786, nRMSE: 0.10%
0 0.105667174
1 0.106965214
2 0.12515049
38500
Epoch [10/10], Step [77/200], Loss: 0.0814, nRMSE: 0.11%
0 0.1118939
1 0.109988555
2 0.12745953
39000
Epoch [10/10], Step [78/200], Loss: 0.0862, nRMSE: 0.11%
0 0.10580432
1 0.10411833
2 0.1363117
39500
Epoch [10/10], Step [79/200], Loss: 0.0864, nRMSE: 0.11%
0 0.10764721
1 0.10963588
2 0.14423357
40000
Epoch [10/10], Step [80/200], Loss: 0.0902, nRMSE: 0.11%
0 0.1064043
1 0.10707116
2 0.12322944
40500
Epoch [10/10], Step [81/200], Loss: 0.0758, nRMSE: 0.11%
0 0.10419938
1 0.10399558
2 0.1290648
41000
Epoch [10/10], Step [82/200], Loss: 0.0793, nRMSE: 0.10%
0 0.09918386
1 0.10044885
2 0.11840123
41500
Epoch [10/10], Step [83/200], Loss: 0.0678, nRMSE: 0.10%
0 0.107696116
1 0.106046624
2 0.122122034
42000
Epoch [10/10], Step [84/200], Loss: 0.0770, nRMSE: 0.11%
0 0.107542455
1 0.10503692
2 0.13489473
42500
Epoch [10/10], Step [85/200], Loss: 0.0855, nRMSE: 0.11%
0 0.099419214
1 0.100044385
2 0.120772265
43000
Epoch [10/10], Step [86/200], Loss: 0.0737, nRMSE: 0.10%
0 0.10314081
1 0.10105266
2 0.13343051
43500
Epoch [10/10], Step [87/200], Loss: 0.0800, nRMSE: 0.10%
0 0.103533044
1 0.10365314
2 0.13534223
44000
Epoch [10/10], Step [88/200], Loss: 0.0927, nRMSE: 0.10%
0 0.10095477
1 0.10099503
2 0.13849536
44500
Epoch [10/10], Step [89/200], Loss: 0.0884, nRMSE: 0.10%
0 0.11089205
1 0.1098707
2 0.13276672
45000
Epoch [10/10], Step [90/200], Loss: 0.0786, nRMSE: 0.11%
0 0.10662757
1 0.10655247
2 0.1482598
45500
Epoch [10/10], Step [91/200], Loss: 0.0948, nRMSE: 0.11%
0 0.11005156
1 0.10827259
2 0.13089842
46000
Epoch [10/10], Step [92/200], Loss: 0.0786, nRMSE: 0.11%
0 0.10177556
1 0.09982137
2 0.15520751
46500
Epoch [10/10], Step [93/200], Loss: 0.1058, nRMSE: 0.10%
0 0.09987172
1 0.099141434
2 0.1680467
47000
Epoch [10/10], Step [94/200], Loss: 0.1160, nRMSE: 0.10%
0 0.1002928
1 0.100841045
2 0.1377832
47500
Epoch [10/10], Step [95/200], Loss: 0.0941, nRMSE: 0.10%
0 0.10967103
1 0.10879553
2 0.12027007
48000
Epoch [10/10], Step [96/200], Loss: 0.0756, nRMSE: 0.11%
0 0.100555964
1 0.10160737
2 0.13600886
48500
Epoch [10/10], Step [97/200], Loss: 0.0854, nRMSE: 0.10%
0 0.0977167
1 0.09771775
2 0.12246891
49000
Epoch [10/10], Step [98/200], Loss: 0.0670, nRMSE: 0.10%
0 0.10558512
1 0.10746125
2 0.1300555
49500
Epoch [10/10], Step [99/200], Loss: 0.0723, nRMSE: 0.11%
0 0.107578225
1 0.107069574
2 0.12362643
50000
Epoch [10/10], Step [100/200], Loss: 0.0792, nRMSE: 0.11%
0 0.1011457
1 0.10274664
2 0.12134626
50500
Epoch [10/10], Step [101/200], Loss: 0.0721, nRMSE: 0.10%
0 0.111341536
1 0.113293916
2 0.1202751
51000
Epoch [10/10], Step [102/200], Loss: 0.0762, nRMSE: 0.11%
0 0.104760304
1 0.107297614
2 0.13544813
51500
Epoch [10/10], Step [103/200], Loss: 0.0793, nRMSE: 0.10%
0 0.1091151
1 0.11067239
2 0.13850574
52000
Epoch [10/10], Step [104/200], Loss: 0.0875, nRMSE: 0.11%
0 0.10636196
1 0.10484331
2 0.1545582
52500
Epoch [10/10], Step [105/200], Loss: 0.1028, nRMSE: 0.11%
0 0.0986483
1 0.09798259
2 0.12474418
53000
Epoch [10/10], Step [106/200], Loss: 0.0724, nRMSE: 0.10%
0 0.10428887
1 0.1064831
2 0.13028084
53500
Epoch [10/10], Step [107/200], Loss: 0.0796, nRMSE: 0.10%
0 0.10528667
1 0.10770136
2 0.122747056
54000
Epoch [10/10], Step [108/200], Loss: 0.0768, nRMSE: 0.11%
0 0.10630091
1 0.10589151
2 0.1306927
54500
Epoch [10/10], Step [109/200], Loss: 0.0851, nRMSE: 0.11%
0 0.09961049
1 0.09696649
2 0.118212685
55000
Epoch [10/10], Step [110/200], Loss: 0.0649, nRMSE: 0.10%
0 0.10427316
1 0.104746744
2 0.11692838
55500
Epoch [10/10], Step [111/200], Loss: 0.0661, nRMSE: 0.10%
0 0.10716716
1 0.10504889
2 0.124923736
56000
Epoch [10/10], Step [112/200], Loss: 0.0711, nRMSE: 0.11%
0 0.1033154
1 0.10313578
2 0.12931791
56500
Epoch [10/10], Step [113/200], Loss: 0.0770, nRMSE: 0.10%
0 0.10408197
1 0.103394955
2 0.11228398
57000
Epoch [10/10], Step [114/200], Loss: 0.0670, nRMSE: 0.10%
0 0.112057805
1 0.11345072
2 0.118492596
57500
Epoch [10/10], Step [115/200], Loss: 0.0768, nRMSE: 0.11%
0 0.103400774
1 0.101680554
2 0.11738917
58000
Epoch [10/10], Step [116/200], Loss: 0.0719, nRMSE: 0.10%
0 0.1036804
1 0.10141207
2 0.13980067
58500
Epoch [10/10], Step [117/200], Loss: 0.0838, nRMSE: 0.10%
0 0.09861719
1 0.09880609
2 0.12480245
59000
Epoch [10/10], Step [118/200], Loss: 0.0721, nRMSE: 0.10%
0 0.10693017
1 0.10516296
2 0.11075265
59500
Epoch [10/10], Step [119/200], Loss: 0.0660, nRMSE: 0.11%
0 0.10541316
1 0.10585626
2 0.1317239
60000
Epoch [10/10], Step [120/200], Loss: 0.0840, nRMSE: 0.11%
0 0.10441462
1 0.10529439
2 0.12797469
60500
Epoch [10/10], Step [121/200], Loss: 0.0778, nRMSE: 0.10%
0 0.09845497
1 0.09788591
2 0.120082326
61000
Epoch [10/10], Step [122/200], Loss: 0.0712, nRMSE: 0.10%
0 0.10116075
1 0.103306234
2 0.1494715
61500
Epoch [10/10], Step [123/200], Loss: 0.0999, nRMSE: 0.10%
0 0.110397086
1 0.109350264
2 0.15071046
62000
Epoch [10/10], Step [124/200], Loss: 0.0952, nRMSE: 0.11%
0 0.1071107
1 0.108057745
2 0.12772645
62500
Epoch [10/10], Step [125/200], Loss: 0.0848, nRMSE: 0.11%
0 0.10680585
1 0.10655955
2 0.13035193
63000
Epoch [10/10], Step [126/200], Loss: 0.0758, nRMSE: 0.11%
0 0.10460332
1 0.10603095
2 0.12028859
63500
Epoch [10/10], Step [127/200], Loss: 0.0688, nRMSE: 0.10%
0 0.10102591
1 0.10058854
2 0.12649558
64000
Epoch [10/10], Step [128/200], Loss: 0.0714, nRMSE: 0.10%
0 0.11194774
1 0.11300516
2 0.14537884
64500
Epoch [10/10], Step [129/200], Loss: 0.0971, nRMSE: 0.11%
0 0.11445877
1 0.11533254
2 0.12445467
65000
Epoch [10/10], Step [130/200], Loss: 0.0826, nRMSE: 0.11%
0 0.11064438
1 0.11137528
2 0.14617233
65500
Epoch [10/10], Step [131/200], Loss: 0.0957, nRMSE: 0.11%
0 0.108734615
1 0.11107379
2 0.13600852
66000
Epoch [10/10], Step [132/200], Loss: 0.0854, nRMSE: 0.11%
0 0.1106866
1 0.111936025
2 0.1247719
66500
Epoch [10/10], Step [133/200], Loss: 0.0872, nRMSE: 0.11%
0 0.09992631
1 0.09948973
2 0.111351654
67000
Epoch [10/10], Step [134/200], Loss: 0.0648, nRMSE: 0.10%
0 0.110521846
1 0.111416206
2 0.12372508
67500
Epoch [10/10], Step [135/200], Loss: 0.0765, nRMSE: 0.11%
0 0.09974964
1 0.09912308
2 0.10871527
68000
Epoch [10/10], Step [136/200], Loss: 0.0626, nRMSE: 0.10%
0 0.10344169
1 0.108185336
2 0.119255185
68500
Epoch [10/10], Step [137/200], Loss: 0.0786, nRMSE: 0.10%
0 0.107659176
1 0.1072446
2 0.12034618
69000
Epoch [10/10], Step [138/200], Loss: 0.0694, nRMSE: 0.11%
0 0.10770469
1 0.108913474
2 0.12969717
69500
Epoch [10/10], Step [139/200], Loss: 0.0810, nRMSE: 0.11%
0 0.10254846
1 0.10328243
2 0.12437652
70000
Epoch [10/10], Step [140/200], Loss: 0.0711, nRMSE: 0.10%
0 0.09735271
1 0.10023686
2 0.13254091
70500
Epoch [10/10], Step [141/200], Loss: 0.0752, nRMSE: 0.10%
0 0.10671603
1 0.10713691
2 0.12447478
71000
Epoch [10/10], Step [142/200], Loss: 0.0821, nRMSE: 0.11%
0 0.106057234
1 0.10642419
2 0.14600563
71500
Epoch [10/10], Step [143/200], Loss: 0.0912, nRMSE: 0.11%
0 0.10098709
1 0.09918843
2 0.15770854
72000
Epoch [10/10], Step [144/200], Loss: 0.1159, nRMSE: 0.10%
0 0.09915389
1 0.10188559
2 0.11824682
72500
Epoch [10/10], Step [145/200], Loss: 0.0651, nRMSE: 0.10%
0 0.09839347
1 0.096586205
2 0.10891081
73000
Epoch [10/10], Step [146/200], Loss: 0.0646, nRMSE: 0.10%
0 0.105662875
1 0.108591124
2 0.11594219
73500
Epoch [10/10], Step [147/200], Loss: 0.0706, nRMSE: 0.11%
0 0.10235195
1 0.10225336
2 0.12250997
74000
Epoch [10/10], Step [148/200], Loss: 0.0761, nRMSE: 0.10%
0 0.10142163
1 0.10155525
2 0.11535061
74500
Epoch [10/10], Step [149/200], Loss: 0.0635, nRMSE: 0.10%
0 0.1016637
1 0.10329246
2 0.13014342
75000
Epoch [10/10], Step [150/200], Loss: 0.0822, nRMSE: 0.10%
0 0.102893054
1 0.10331546
2 0.13745391
75500
Epoch [10/10], Step [151/200], Loss: 0.0885, nRMSE: 0.10%
0 0.106611796
1 0.104789265
2 0.1390936
76000
Epoch [10/10], Step [152/200], Loss: 0.0859, nRMSE: 0.11%
0 0.108314626
1 0.10826508
2 0.10843929
76500
Epoch [10/10], Step [153/200], Loss: 0.0645, nRMSE: 0.11%
0 0.10059793
1 0.101992585
2 0.14829025
77000
Epoch [10/10], Step [154/200], Loss: 0.0975, nRMSE: 0.10%
0 0.097607695
1 0.0982282
2 0.13594203
77500
Epoch [10/10], Step [155/200], Loss: 0.0749, nRMSE: 0.10%
0 0.10847901
1 0.10836848
2 0.12709334
78000
Epoch [10/10], Step [156/200], Loss: 0.0816, nRMSE: 0.11%
0 0.09933014
1 0.098826654
2 0.12714782
78500
Epoch [10/10], Step [157/200], Loss: 0.0816, nRMSE: 0.10%
0 0.10837639
1 0.10719774
2 0.14000914
79000
Epoch [10/10], Step [158/200], Loss: 0.0892, nRMSE: 0.11%
0 0.10253295
1 0.10484979
2 0.122256465
79500
Epoch [10/10], Step [159/200], Loss: 0.0736, nRMSE: 0.10%
0 0.106885776
1 0.105808236
2 0.12575857
80000
Epoch [10/10], Step [160/200], Loss: 0.0753, nRMSE: 0.11%
0 0.104880475
1 0.10522059
2 0.12106131
80500
Epoch [10/10], Step [161/200], Loss: 0.0763, nRMSE: 0.10%
0 0.105582185
1 0.105664
2 0.11761892
81000
Epoch [10/10], Step [162/200], Loss: 0.0696, nRMSE: 0.11%
0 0.10522354
1 0.108203046
2 0.13187243
81500
Epoch [10/10], Step [163/200], Loss: 0.0822, nRMSE: 0.11%
0 0.1073872
1 0.10729443
2 0.11881702
82000
Epoch [10/10], Step [164/200], Loss: 0.0736, nRMSE: 0.11%
0 0.10260426
1 0.10308987
2 0.14141893
82500
Epoch [10/10], Step [165/200], Loss: 0.0892, nRMSE: 0.10%
0 0.099459425
1 0.1028094
2 0.13207872
83000
Epoch [10/10], Step [166/200], Loss: 0.0831, nRMSE: 0.10%
0 0.10441862
1 0.107346
2 0.14587383
83500
Epoch [10/10], Step [167/200], Loss: 0.1019, nRMSE: 0.10%
0 0.09146147
1 0.09139078
2 0.12660408
84000
Epoch [10/10], Step [168/200], Loss: 0.0726, nRMSE: 0.09%
0 0.09475954
1 0.09755702
2 0.12360504
84500
Epoch [10/10], Step [169/200], Loss: 0.0728, nRMSE: 0.09%
0 0.09669428
1 0.09711182
2 0.1222785
85000
Epoch [10/10], Step [170/200], Loss: 0.0693, nRMSE: 0.10%
0 0.10221099
1 0.10482923
2 0.13275619
85500
Epoch [10/10], Step [171/200], Loss: 0.0868, nRMSE: 0.10%
0 0.09938225
1 0.09985444
2 0.16095686
86000
Epoch [10/10], Step [172/200], Loss: 0.1174, nRMSE: 0.10%
0 0.09892302
1 0.10136274
2 0.11726786
86500
Epoch [10/10], Step [173/200], Loss: 0.0718, nRMSE: 0.10%
0 0.10229269
1 0.101555124
2 0.13700044
87000
Epoch [10/10], Step [174/200], Loss: 0.0878, nRMSE: 0.10%
0 0.100404106
1 0.10556629
2 0.11783737
87500
Epoch [10/10], Step [175/200], Loss: 0.0675, nRMSE: 0.10%
0 0.09943509
1 0.097001165
2 0.124384336
88000
Epoch [10/10], Step [176/200], Loss: 0.0683, nRMSE: 0.10%
0 0.09977011
1 0.09968098
2 0.14147091
88500
Epoch [10/10], Step [177/200], Loss: 0.0882, nRMSE: 0.10%
0 0.11100479
1 0.111408085
2 0.14006737
89000
Epoch [10/10], Step [178/200], Loss: 0.0967, nRMSE: 0.11%
0 0.100914665
1 0.10192926
2 0.13816784
89500
Epoch [10/10], Step [179/200], Loss: 0.0875, nRMSE: 0.10%
0 0.10264212
1 0.10240972
2 0.1404083
90000
Epoch [10/10], Step [180/200], Loss: 0.0953, nRMSE: 0.10%
0 0.106134355
1 0.10672192
2 0.12928614
90500
Epoch [10/10], Step [181/200], Loss: 0.0726, nRMSE: 0.11%
0 0.10189864
1 0.10087763
2 0.13737917
91000
Epoch [10/10], Step [182/200], Loss: 0.0777, nRMSE: 0.10%
0 0.11086059
1 0.112303406
2 0.1346208
91500
Epoch [10/10], Step [183/200], Loss: 0.0797, nRMSE: 0.11%
0 0.10473745
1 0.10473646
2 0.12688512
92000
Epoch [10/10], Step [184/200], Loss: 0.0757, nRMSE: 0.10%
0 0.10375925
1 0.104580484
2 0.13501018
92500
Epoch [10/10], Step [185/200], Loss: 0.0904, nRMSE: 0.10%
0 0.10203761
1 0.10449753
2 0.13784483
93000
Epoch [10/10], Step [186/200], Loss: 0.0849, nRMSE: 0.10%
0 0.10397193
1 0.10604804
2 0.12487051
93500
Epoch [10/10], Step [187/200], Loss: 0.0772, nRMSE: 0.10%
0 0.10686415
1 0.10665755
2 0.12518997
94000
Epoch [10/10], Step [188/200], Loss: 0.0715, nRMSE: 0.11%
0 0.09676554
1 0.10050943
2 0.11959739
94500
Epoch [10/10], Step [189/200], Loss: 0.0705, nRMSE: 0.10%
0 0.110330634
1 0.1137315
2 0.1355974
95000
Epoch [10/10], Step [190/200], Loss: 0.0855, nRMSE: 0.11%
0 0.104317844
1 0.10702049
2 0.12646051
95500
Epoch [10/10], Step [191/200], Loss: 0.0812, nRMSE: 0.10%
0 0.10574131
1 0.108144134
2 0.14628136
96000
Epoch [10/10], Step [192/200], Loss: 0.0887, nRMSE: 0.11%
0 0.09832923
1 0.100623004
2 0.15044741
96500
Epoch [10/10], Step [193/200], Loss: 0.0952, nRMSE: 0.10%
0 0.10462821
1 0.10474747
2 0.12841491
97000
Epoch [10/10], Step [194/200], Loss: 0.0763, nRMSE: 0.10%
0 0.11558674
1 0.11478728
2 0.12330078
97500
Epoch [10/10], Step [195/200], Loss: 0.0787, nRMSE: 0.12%
0 0.10591127
1 0.10599115
2 0.122013085
98000
Epoch [10/10], Step [196/200], Loss: 0.0730, nRMSE: 0.11%
0 0.1146994
1 0.11395503
2 0.12445043
98500
Epoch [10/10], Step [197/200], Loss: 0.0779, nRMSE: 0.11%
0 0.10889332
1 0.10847011
2 0.12038003
99000
Epoch [10/10], Step [198/200], Loss: 0.0673, nRMSE: 0.11%
0 0.10313605
1 0.10405469
2 0.12813725
99500
Epoch [10/10], Step [199/200], Loss: 0.0734, nRMSE: 0.10%
TEST PHASE
[0.08548301 0.08637404 0.09777706]
0 0.08548303
1 0.08637407
2 0.09777705