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rotavap.out
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rotavap.out
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nohup: ignoring input
Matplotlib created a temporary config/cache directory at /tmp/matplotlib-zl9yc1_g because the default path (/home/20/xuanming/.cache/matplotlib) is not a writable directory; it is highly recommended to set the MPLCONFIGDIR environment variable to a writable directory, in particular to speed up the import of Matplotlib and to better support multiprocessing.
Loaded model state ...
Training the Rotavap ...
Epoch 0, Loss : 0.65591959
Epoch 1, Loss : 0.61166554
Epoch 2, Loss : 0.60073956
Epoch 3, Loss : 0.59050363
Epoch 4, Loss : 0.58158745
Epoch 5, Loss : 0.57261886
Epoch 6, Loss : 0.56457007
Epoch 7, Loss : 0.55663141
Epoch 8, Loss : 0.54929989
Epoch 9, Loss : 0.54216971
Epoch 10, Loss : 0.53557306
Epoch 11, Loss : 0.52921965
Epoch 12, Loss : 0.52315312
Epoch 13, Loss : 0.51734376
Epoch 14, Loss : 0.51184574
Epoch 15, Loss : 0.50663321
Epoch 16, Loss : 0.50177507
Epoch 17, Loss : 0.49713242
Epoch 18, Loss : 0.49241976
Epoch 19, Loss : 0.48818849
Epoch 20, Loss : 0.48418951
Epoch 21, Loss : 0.48006655
Epoch 22, Loss : 0.47637682
Epoch 23, Loss : 0.47288780
Epoch 24, Loss : 0.46936512
Epoch 25, Loss : 0.46597183
Epoch 26, Loss : 0.46282617
Epoch 27, Loss : 0.45951802
Epoch 28, Loss : 0.45671563
Epoch 29, Loss : 0.45401211
Epoch 30, Loss : 0.45143170
Epoch 31, Loss : 0.44859224
Epoch 32, Loss : 0.44612823
Epoch 33, Loss : 0.44375762
Epoch 34, Loss : 0.44145751
Epoch 35, Loss : 0.43913373
Epoch 36, Loss : 0.43703512
Epoch 37, Loss : 0.43474380
Epoch 38, Loss : 0.43288629
Epoch 39, Loss : 0.43087313
Epoch 40, Loss : 0.42894458
Epoch 41, Loss : 0.42695594
Epoch 42, Loss : 0.42527679
Epoch 43, Loss : 0.42355065
Epoch 44, Loss : 0.42196779
Epoch 45, Loss : 0.42032342
Epoch 46, Loss : 0.41865239
Epoch 47, Loss : 0.41720343
Epoch 48, Loss : 0.41563185
Epoch 49, Loss : 0.41411365
Epoch 50, Loss : 0.41289804
Epoch 51, Loss : 0.41144337
Epoch 52, Loss : 0.41003607
Epoch 53, Loss : 0.40891990
Epoch 54, Loss : 0.40761571
Epoch 55, Loss : 0.40628421
Epoch 56, Loss : 0.40520346
Epoch 57, Loss : 0.40393913
Epoch 58, Loss : 0.40287744
Epoch 59, Loss : 0.40174474
Epoch 60, Loss : 0.40094912
Epoch 61, Loss : 0.39978261
Epoch 62, Loss : 0.39871826
Epoch 63, Loss : 0.39778602
Epoch 64, Loss : 0.39661773
Epoch 65, Loss : 0.39570704
Epoch 66, Loss : 0.39484939
Epoch 67, Loss : 0.39391425
Epoch 68, Loss : 0.39290644
Epoch 69, Loss : 0.39225938
Epoch 70, Loss : 0.39128795
Epoch 71, Loss : 0.39059590
Epoch 72, Loss : 0.38970145
Epoch 73, Loss : 0.38904999
Epoch 74, Loss : 0.38823870
Epoch 75, Loss : 0.38741025
Epoch 76, Loss : 0.38676740
Epoch 77, Loss : 0.38617597
Epoch 78, Loss : 0.38530299
Epoch 79, Loss : 0.38473082
Epoch 80, Loss : 0.38402990
Epoch 81, Loss : 0.38312281
Epoch 82, Loss : 0.38249269
Epoch 83, Loss : 0.38201602
Epoch 84, Loss : 0.38129191
Epoch 85, Loss : 0.38065313
Epoch 86, Loss : 0.38019124
Epoch 87, Loss : 0.37968868
Epoch 88, Loss : 0.37888144
Epoch 89, Loss : 0.37835845
Epoch 90, Loss : 0.37791848
Epoch 91, Loss : 0.37734722
Epoch 92, Loss : 0.37683677
Epoch 93, Loss : 0.37621191
Epoch 94, Loss : 0.37583533
Epoch 95, Loss : 0.37524762
Epoch 96, Loss : 0.37475932
Epoch 97, Loss : 0.37420436
Epoch 98, Loss : 0.37384410
Epoch 99, Loss : 0.37311467
Distilling by Rotavap ...
Epoch 0
Loss : 37.19957321, Plain Loss : 4.60375814
Acc : 0.01002000
Epoch 1
Loss : 35.45766810, Plain Loss : 4.60212124
Acc : 0.01002000
Epoch 2
Loss : 34.82540195, Plain Loss : 4.60075279
Acc : 0.01124000
Epoch 3
Loss : 34.21302593, Plain Loss : 4.59871744
Acc : 0.01560000
Epoch 4
Loss : 33.54286003, Plain Loss : 4.59582542
Acc : 0.02512000
Epoch 5
Loss : 32.90890896, Plain Loss : 4.59157131
Acc : 0.03845000
Epoch 6
Loss : 32.31313935, Plain Loss : 4.58574835
Acc : 0.04739000
Epoch 7
Loss : 31.72961589, Plain Loss : 4.57867861
Acc : 0.06063000
Epoch 8
Loss : 31.14484782, Plain Loss : 4.57025045
Acc : 0.07690000
Epoch 9
Loss : 30.61873332, Plain Loss : 4.56187790
Acc : 0.09559000
Epoch 10
Loss : 30.15352721, Plain Loss : 4.55228718
Acc : 0.11414000
Epoch 11
Loss : 29.62621994, Plain Loss : 4.54065623
Acc : 0.12734000
Epoch 12
Loss : 29.15847341, Plain Loss : 4.52876891
Acc : 0.13501000
Epoch 13
Loss : 28.75228501, Plain Loss : 4.51905134
Acc : 0.13968000
Epoch 14
Loss : 28.32272451, Plain Loss : 4.50938925
Acc : 0.15043000
Epoch 15
Loss : 27.91197128, Plain Loss : 4.49843706
Acc : 0.16429000
Epoch 16
Loss : 27.55624560, Plain Loss : 4.48881179
Acc : 0.17209000
Epoch 17
Loss : 27.14608030, Plain Loss : 4.48049579
Acc : 0.17784000
Epoch 18
Loss : 26.84579015, Plain Loss : 4.47292950
Acc : 0.18301000
Epoch 19
Loss : 26.52063194, Plain Loss : 4.46463945
Acc : 0.19314000
Epoch 20
Loss : 26.19692218, Plain Loss : 4.45437684
Acc : 0.21486000
Epoch 21
Loss : 25.90285883, Plain Loss : 4.44142729
Acc : 0.24309000
Epoch 22
Loss : 25.60168194, Plain Loss : 4.42673165
Acc : 0.26867000
Epoch 23
Loss : 25.35007930, Plain Loss : 4.41254161
Acc : 0.28998000
Epoch 24
Loss : 25.09521142, Plain Loss : 4.39897823
Acc : 0.30872000
Epoch 25
Loss : 24.87361671, Plain Loss : 4.38496390
Acc : 0.32802000
Epoch 26
Loss : 24.65676743, Plain Loss : 4.37039015
Acc : 0.34805000
Epoch 27
Loss : 24.47380296, Plain Loss : 4.35577557
Acc : 0.36535000
Epoch 28
Loss : 24.24363282, Plain Loss : 4.34030763
Acc : 0.38116000
Epoch 29
Loss : 24.06393570, Plain Loss : 4.32649415
Acc : 0.39401000
Epoch 30
Loss : 23.88232591, Plain Loss : 4.31163249
Acc : 0.41211000
Epoch 31
Loss : 23.71765182, Plain Loss : 4.29785880
Acc : 0.42527000
Epoch 32
Loss : 23.55302889, Plain Loss : 4.28501065
Acc : 0.43579000
Epoch 33
Loss : 23.40824599, Plain Loss : 4.27271792
Acc : 0.44780000
Epoch 34
Loss : 23.24182360, Plain Loss : 4.25958236
Acc : 0.46239000
Epoch 35
Loss : 23.12152191, Plain Loss : 4.24665694
Acc : 0.48028000
Epoch 36
Loss : 22.98113069, Plain Loss : 4.23233108
Acc : 0.49938000
Epoch 37
Loss : 22.84699950, Plain Loss : 4.21868661
Acc : 0.51703000
Epoch 38
Loss : 22.73741228, Plain Loss : 4.20455780
Acc : 0.53232000
Epoch 39
Loss : 22.62757251, Plain Loss : 4.19032433
Acc : 0.54843000
Epoch 40
Loss : 22.53370429, Plain Loss : 4.17670590
Acc : 0.55927000
Epoch 41
Loss : 22.41238753, Plain Loss : 4.16481068
Acc : 0.56552000
Epoch 42
Loss : 22.32520343, Plain Loss : 4.15471105
Acc : 0.57105000
Epoch 43
Loss : 22.21338258, Plain Loss : 4.14396108
Acc : 0.57928000
Epoch 44
Loss : 22.12926621, Plain Loss : 4.13325793
Acc : 0.58758000
Epoch 45
Loss : 22.05605549, Plain Loss : 4.12354181
Acc : 0.59526000
Epoch 46
Loss : 21.96210325, Plain Loss : 4.11399134
Acc : 0.60331000
Epoch 47
Loss : 21.89562315, Plain Loss : 4.10538617
Acc : 0.60861000
Epoch 48
Loss : 21.82598575, Plain Loss : 4.09671534
Acc : 0.61752000
Epoch 49
Loss : 21.74487380, Plain Loss : 4.08739036
Acc : 0.62526000
Epoch 50
Loss : 21.66451882, Plain Loss : 4.07975913
Acc : 0.63053000
Epoch 51
Loss : 21.59785502, Plain Loss : 4.07232493
Acc : 0.63508000
Epoch 52
Loss : 21.52772607, Plain Loss : 4.06525814
Acc : 0.64075000
Epoch 53
Loss : 21.45924993, Plain Loss : 4.05859077
Acc : 0.64754000
Epoch 54
Loss : 21.39622037, Plain Loss : 4.05073955
Acc : 0.65479000
Epoch 55
Loss : 21.31938086, Plain Loss : 4.04431667
Acc : 0.66030000
Epoch 56
Loss : 21.28646220, Plain Loss : 4.03711190
Acc : 0.66816000
Epoch 57
Loss : 21.22937062, Plain Loss : 4.02822482
Acc : 0.67872000
Epoch 58
Loss : 21.17576846, Plain Loss : 4.02212383
Acc : 0.68223000
Epoch 59
Loss : 21.12340359, Plain Loss : 4.01693262
Acc : 0.68506000
Epoch 60
Loss : 21.06327805, Plain Loss : 4.01158776
Acc : 0.68720000
Epoch 61
Loss : 21.02209520, Plain Loss : 4.00703595
Acc : 0.68838000
Epoch 62
Loss : 20.97260530, Plain Loss : 4.00298492
Acc : 0.69066000
Epoch 63
Loss : 20.92823329, Plain Loss : 3.99863223
Acc : 0.69278000
Epoch 64
Loss : 20.88149363, Plain Loss : 3.99424330
Acc : 0.69530000
Epoch 65
Loss : 20.80778032, Plain Loss : 3.98914640
Acc : 0.70100000
Epoch 66
Loss : 20.78895332, Plain Loss : 3.98464047
Acc : 0.70419000
Epoch 67
Loss : 20.74964436, Plain Loss : 3.98118959
Acc : 0.70629000
Epoch 68
Loss : 20.69466001, Plain Loss : 3.97682355
Acc : 0.70899000
Epoch 69
Loss : 20.67918898, Plain Loss : 3.97372305
Acc : 0.71089000
Epoch 70
Loss : 20.61167271, Plain Loss : 3.97038598
Acc : 0.71215000
Epoch 71
Loss : 20.59672695, Plain Loss : 3.96738962
Acc : 0.71499000
Epoch 72
Loss : 20.54060479, Plain Loss : 3.96234000
Acc : 0.71977000
Epoch 73
Loss : 20.51542847, Plain Loss : 3.95730901
Acc : 0.72628000
Epoch 74
Loss : 20.46741949, Plain Loss : 3.95185467
Acc : 0.73386000
Epoch 75
Loss : 20.43306603, Plain Loss : 3.94676329
Acc : 0.74135000
Epoch 76
Loss : 20.40008776, Plain Loss : 3.94116988
Acc : 0.74751000
Epoch 77
Loss : 20.38486918, Plain Loss : 3.93617506
Acc : 0.75211000
Epoch 78
Loss : 20.33982614, Plain Loss : 3.93177866
Acc : 0.75722000
Epoch 79
Loss : 20.28863843, Plain Loss : 3.92608646
Acc : 0.76339000
Epoch 80
Loss : 20.26131021, Plain Loss : 3.92092543
Acc : 0.76965000
Epoch 81
Loss : 20.24697176, Plain Loss : 3.91706589
Acc : 0.77209000
Epoch 82
Loss : 20.17998151, Plain Loss : 3.91271522
Acc : 0.77412000
Epoch 83
Loss : 20.19262350, Plain Loss : 3.90987884
Acc : 0.77535000
Epoch 84
Loss : 20.13817124, Plain Loss : 3.90658423
Acc : 0.77712000
Epoch 85
Loss : 20.10728228, Plain Loss : 3.90331988
Acc : 0.77907000
Epoch 86
Loss : 20.07223209, Plain Loss : 3.90119270
Acc : 0.77946000
Epoch 87
Loss : 20.05361220, Plain Loss : 3.89820635
Acc : 0.78168000
Epoch 88
Loss : 20.02780938, Plain Loss : 3.89564708
Acc : 0.78317000
Epoch 89
Loss : 20.00272237, Plain Loss : 3.89294805
Acc : 0.78357000
Epoch 90
Loss : 19.97363745, Plain Loss : 3.89116545
Acc : 0.78483000
Epoch 91
Loss : 19.93664063, Plain Loss : 3.88816056
Acc : 0.78659000
Epoch 92
Loss : 19.92942670, Plain Loss : 3.88598149
Acc : 0.78975000
Epoch 93
Loss : 19.89142969, Plain Loss : 3.88102554
Acc : 0.79557000