-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathresult.log
140 lines (140 loc) · 15 KB
/
result.log
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
| Epoch:1 | KL_loss: 0.005025689490139484 | Action_loss: 40.28419494628906 | Total_loss: 40.289222717285156 |
| Validation | KL_loss: 0.008177436888217926 | Action_loss: 38.12263107299805 | Total_loss: 38.13080596923828 |
----------------------------------------------------------------------------------------------
| Epoch:2 | KL_loss: 0.01017572358250618 | Action_loss: 39.15821075439453 | Total_loss: 39.168392181396484 |
| Epoch:3 | KL_loss: 0.00018891034414991736 | Action_loss: 40.25732421875 | Total_loss: 40.25751876831055 |
| Epoch:4 | KL_loss: 9.009351197164506e-05 | Action_loss: 40.90502166748047 | Total_loss: 40.905113220214844 |
| Epoch:5 | KL_loss: 0.00010104682587552816 | Action_loss: 40.90288162231445 | Total_loss: 40.902984619140625 |
| Epoch:6 | KL_loss: 0.00036223168717697263 | Action_loss: 41.99083709716797 | Total_loss: 41.9911994934082 |
| Validation | KL_loss: 0.0001761501916917041 | Action_loss: 41.22666931152344 | Total_loss: 41.226844787597656 |
----------------------------------------------------------------------------------------------
| Epoch:7 | KL_loss: 0.0002781015064101666 | Action_loss: 40.461212158203125 | Total_loss: 40.46149444580078 |
| Epoch:8 | KL_loss: 0.00013335965923033655 | Action_loss: 40.21624755859375 | Total_loss: 40.21638107299805 |
| Epoch:9 | KL_loss: 0.00021173118147999048 | Action_loss: 39.160640716552734 | Total_loss: 39.16085433959961 |
| Epoch:10 | KL_loss: 0.0007180275861173868 | Action_loss: 40.101417541503906 | Total_loss: 40.10213088989258 |
| Epoch:11 | KL_loss: 0.0005380504298955202 | Action_loss: 37.830772399902344 | Total_loss: 37.83130645751953 |
| Validation | KL_loss: 0.00035303644835948944 | Action_loss: 37.80347442626953 | Total_loss: 37.803829193115234 |
----------------------------------------------------------------------------------------------
| Epoch:12 | KL_loss: 0.00022927287500351667 | Action_loss: 38.65040588378906 | Total_loss: 38.650634765625 |
| Epoch:13 | KL_loss: 0.0001635813678149134 | Action_loss: 39.72294235229492 | Total_loss: 39.723106384277344 |
| Epoch:14 | KL_loss: 0.00013173809566069394 | Action_loss: 39.71784973144531 | Total_loss: 39.71798324584961 |
| Epoch:15 | KL_loss: 0.0002423534169793129 | Action_loss: 38.96613311767578 | Total_loss: 38.96636962890625 |
| Epoch:16 | KL_loss: 0.0011201270390301943 | Action_loss: 37.76303482055664 | Total_loss: 37.76416015625 |
| Validation | KL_loss: 0.0030984445475041866 | Action_loss: 38.536109924316406 | Total_loss: 38.539207458496094 |
----------------------------------------------------------------------------------------------
| Epoch:17 | KL_loss: 0.004220069386065006 | Action_loss: 39.31978225708008 | Total_loss: 39.32400131225586 |
| Epoch:18 | KL_loss: 0.000797528657130897 | Action_loss: 37.70989990234375 | Total_loss: 37.710697174072266 |
| Epoch:19 | KL_loss: 0.0013975407928228378 | Action_loss: 36.909515380859375 | Total_loss: 36.91091537475586 |
| Epoch:20 | KL_loss: 0.0016329073114320636 | Action_loss: 37.321441650390625 | Total_loss: 37.32306671142578 |
| Epoch:21 | KL_loss: 0.006273720413446426 | Action_loss: 37.126155853271484 | Total_loss: 37.13243103027344 |
| Validation | KL_loss: 0.017918113619089127 | Action_loss: 36.95353698730469 | Total_loss: 36.97145080566406 |
----------------------------------------------------------------------------------------------
| Epoch:22 | KL_loss: 0.03527363762259483 | Action_loss: 37.15711212158203 | Total_loss: 37.192386627197266 |
| Epoch:23 | KL_loss: 0.03177467733621597 | Action_loss: 36.354331970214844 | Total_loss: 36.386104583740234 |
| Epoch:24 | KL_loss: 0.013011850416660309 | Action_loss: 35.06861877441406 | Total_loss: 35.08163070678711 |
| Epoch:25 | KL_loss: 0.013386299833655357 | Action_loss: 35.33760452270508 | Total_loss: 35.35099411010742 |
| Epoch:26 | KL_loss: 0.010990697890520096 | Action_loss: 34.62640380859375 | Total_loss: 34.63739776611328 |
| Validation | KL_loss: 0.008263373747467995 | Action_loss: 35.07390213012695 | Total_loss: 35.0821647644043 |
----------------------------------------------------------------------------------------------
| Epoch:27 | KL_loss: 0.008293754421174526 | Action_loss: 34.75821304321289 | Total_loss: 34.76650619506836 |
| Epoch:28 | KL_loss: 0.008681915700435638 | Action_loss: 34.07155990600586 | Total_loss: 34.08024215698242 |
| Epoch:29 | KL_loss: 0.006588531192392111 | Action_loss: 35.99273681640625 | Total_loss: 35.99932098388672 |
| Epoch:30 | KL_loss: 0.003157001454383135 | Action_loss: 33.50408935546875 | Total_loss: 33.50724411010742 |
| Epoch:31 | KL_loss: 0.0019897082820534706 | Action_loss: 34.69868087768555 | Total_loss: 34.70067596435547 |
| Validation | KL_loss: 0.0020400171633809805 | Action_loss: 35.60077667236328 | Total_loss: 35.602821350097656 |
----------------------------------------------------------------------------------------------
| Epoch:32 | KL_loss: 0.002921124454587698 | Action_loss: 35.4725341796875 | Total_loss: 35.47545623779297 |
| Epoch:33 | KL_loss: 0.006342913489788771 | Action_loss: 35.64363098144531 | Total_loss: 35.64997482299805 |
| Epoch:34 | KL_loss: 0.012171551585197449 | Action_loss: 36.46738815307617 | Total_loss: 36.47956085205078 |
| Epoch:35 | KL_loss: 0.012952893041074276 | Action_loss: 35.71343994140625 | Total_loss: 35.72639465332031 |
| Epoch:36 | KL_loss: 0.009270558133721352 | Action_loss: 34.78758239746094 | Total_loss: 34.796852111816406 |
| Validation | KL_loss: 0.007394789718091488 | Action_loss: 35.503536224365234 | Total_loss: 35.51092529296875 |
----------------------------------------------------------------------------------------------
| Epoch:37 | KL_loss: 0.007021781988441944 | Action_loss: 35.76817321777344 | Total_loss: 35.77519226074219 |
| Epoch:38 | KL_loss: 0.005801772233098745 | Action_loss: 35.80575180053711 | Total_loss: 35.811553955078125 |
| Epoch:39 | KL_loss: 0.005913781002163887 | Action_loss: 34.92021560668945 | Total_loss: 34.92613220214844 |
| Epoch:40 | KL_loss: 0.005910845473408699 | Action_loss: 34.73992156982422 | Total_loss: 34.74583435058594 |
| Epoch:41 | KL_loss: 0.004940323531627655 | Action_loss: 37.66693878173828 | Total_loss: 37.671875 |
| Validation | KL_loss: 0.005240367725491524 | Action_loss: 36.17164993286133 | Total_loss: 36.17688751220703 |
----------------------------------------------------------------------------------------------
| Epoch:42 | KL_loss: 0.006730477791279554 | Action_loss: 34.198909759521484 | Total_loss: 34.20563888549805 |
| Epoch:43 | KL_loss: 0.0019255959196016192 | Action_loss: 34.4588623046875 | Total_loss: 34.46078872680664 |
| Epoch:44 | KL_loss: 0.0016790307126939297 | Action_loss: 36.20568084716797 | Total_loss: 36.20736312866211 |
| Epoch:45 | KL_loss: 0.001451705931685865 | Action_loss: 36.965370178222656 | Total_loss: 36.966819763183594 |
| Epoch:46 | KL_loss: 0.0012833973160013556 | Action_loss: 37.18324279785156 | Total_loss: 37.18452835083008 |
| Validation | KL_loss: 0.001048218458890915 | Action_loss: 37.405609130859375 | Total_loss: 37.406654357910156 |
----------------------------------------------------------------------------------------------
| Epoch:47 | KL_loss: 0.0010861540213227272 | Action_loss: 37.02836608886719 | Total_loss: 37.029457092285156 |
| Epoch:48 | KL_loss: 0.001065542222931981 | Action_loss: 36.66961669921875 | Total_loss: 36.670677185058594 |
| Epoch:49 | KL_loss: 0.0012210705317556858 | Action_loss: 36.14768981933594 | Total_loss: 36.14891052246094 |
| Epoch:50 | KL_loss: 0.001312570064328611 | Action_loss: 35.456459045410156 | Total_loss: 35.45777130126953 |
| Epoch:51 | KL_loss: 0.0011760554043576121 | Action_loss: 35.36342239379883 | Total_loss: 35.364601135253906 |
| Validation | KL_loss: 0.0011012445902451873 | Action_loss: 35.608184814453125 | Total_loss: 35.609283447265625 |
----------------------------------------------------------------------------------------------
| Epoch:52 | KL_loss: 0.000936701544560492 | Action_loss: 36.270748138427734 | Total_loss: 36.27168273925781 |
| Epoch:53 | KL_loss: 0.0008068198803812265 | Action_loss: 36.462284088134766 | Total_loss: 36.46308898925781 |
| Epoch:54 | KL_loss: 0.0007420417387038469 | Action_loss: 36.107994079589844 | Total_loss: 36.108734130859375 |
| Epoch:55 | KL_loss: 0.0005225149216130376 | Action_loss: 35.556915283203125 | Total_loss: 35.55744171142578 |
| Epoch:56 | KL_loss: 0.0002953717776108533 | Action_loss: 34.52561950683594 | Total_loss: 34.52592086791992 |
| Validation | KL_loss: 0.00031433539697900414 | Action_loss: 34.38806915283203 | Total_loss: 34.38838577270508 |
----------------------------------------------------------------------------------------------
| Epoch:57 | KL_loss: 0.00039860542165115476 | Action_loss: 34.15095138549805 | Total_loss: 34.15134048461914 |
| Epoch:58 | KL_loss: 0.0005798945785500109 | Action_loss: 34.712791442871094 | Total_loss: 34.71337127685547 |
| Epoch:59 | KL_loss: 0.0006847354816272855 | Action_loss: 35.06763458251953 | Total_loss: 35.068321228027344 |
| Epoch:60 | KL_loss: 0.0007458952022716403 | Action_loss: 35.437862396240234 | Total_loss: 35.438602447509766 |
| Epoch:61 | KL_loss: 0.0007826563669368625 | Action_loss: 35.47737121582031 | Total_loss: 35.4781494140625 |
| Validation | KL_loss: 0.0008616307750344276 | Action_loss: 35.547698974609375 | Total_loss: 35.548561096191406 |
----------------------------------------------------------------------------------------------
| Epoch:62 | KL_loss: 0.0008554835803806782 | Action_loss: 35.50761413574219 | Total_loss: 35.50846862792969 |
| Epoch:63 | KL_loss: 0.0009458250133320689 | Action_loss: 35.38402557373047 | Total_loss: 35.38497543334961 |
| Epoch:64 | KL_loss: 0.0010811674874275923 | Action_loss: 35.236846923828125 | Total_loss: 35.23793029785156 |
| Epoch:65 | KL_loss: 0.001705762930214405 | Action_loss: 34.96462631225586 | Total_loss: 34.966331481933594 |
| Epoch:66 | KL_loss: 0.0022751919459551573 | Action_loss: 34.46318054199219 | Total_loss: 34.465457916259766 |
| Validation | KL_loss: 0.002575930207967758 | Action_loss: 34.29233932495117 | Total_loss: 34.294921875 |
----------------------------------------------------------------------------------------------
| Epoch:67 | KL_loss: 0.0026304766070097685 | Action_loss: 33.84626770019531 | Total_loss: 33.848899841308594 |
| Epoch:68 | KL_loss: 0.0034593683667480946 | Action_loss: 33.48147201538086 | Total_loss: 33.48493194580078 |
| Epoch:69 | KL_loss: 0.0035102616529911757 | Action_loss: 33.50019073486328 | Total_loss: 33.50370407104492 |
| Epoch:70 | KL_loss: 0.002045106142759323 | Action_loss: 33.09586715698242 | Total_loss: 33.09791564941406 |
| Epoch:71 | KL_loss: 0.002406496088951826 | Action_loss: 32.69187545776367 | Total_loss: 32.69428253173828 |
| Validation | KL_loss: 0.004690119996666908 | Action_loss: 32.85076904296875 | Total_loss: 32.8554573059082 |
----------------------------------------------------------------------------------------------
| Epoch:72 | KL_loss: 0.005175372585654259 | Action_loss: 32.67387008666992 | Total_loss: 32.679046630859375 |
| Epoch:73 | KL_loss: 0.003691006451845169 | Action_loss: 33.199623107910156 | Total_loss: 33.20331573486328 |
| Epoch:74 | KL_loss: 0.001927102915942669 | Action_loss: 33.3796501159668 | Total_loss: 33.38157653808594 |
| Epoch:75 | KL_loss: 0.0013754116371273994 | Action_loss: 33.11466598510742 | Total_loss: 33.11603927612305 |
| Epoch:76 | KL_loss: 0.0011496527586132288 | Action_loss: 32.676753997802734 | Total_loss: 32.67790222167969 |
| Validation | KL_loss: 0.0011443826369941235 | Action_loss: 32.35014724731445 | Total_loss: 32.351295471191406 |
----------------------------------------------------------------------------------------------
| Epoch:77 | KL_loss: 0.0009551289840601385 | Action_loss: 32.333778381347656 | Total_loss: 32.33473205566406 |
| Epoch:78 | KL_loss: 0.0007688202895224094 | Action_loss: 32.59712600708008 | Total_loss: 32.597896575927734 |
| Epoch:79 | KL_loss: 0.0006113093113526702 | Action_loss: 33.061954498291016 | Total_loss: 33.062564849853516 |
| Epoch:80 | KL_loss: 0.000496681546792388 | Action_loss: 32.80760955810547 | Total_loss: 32.808101654052734 |
| Epoch:81 | KL_loss: 0.00042589340591803193 | Action_loss: 32.050018310546875 | Total_loss: 32.050445556640625 |
| Validation | KL_loss: 0.00041367782978340983 | Action_loss: 31.68129539489746 | Total_loss: 31.681713104248047 |
----------------------------------------------------------------------------------------------
| Epoch:82 | KL_loss: 0.0004007337847724557 | Action_loss: 31.51611328125 | Total_loss: 31.516510009765625 |
| Epoch:83 | KL_loss: 0.00040350062772631645 | Action_loss: 31.868221282958984 | Total_loss: 31.86862564086914 |
| Epoch:84 | KL_loss: 0.0004213893262203783 | Action_loss: 32.600830078125 | Total_loss: 32.60124588012695 |
| Epoch:85 | KL_loss: 0.00044517061905935407 | Action_loss: 33.31986618041992 | Total_loss: 33.3203125 |
| Epoch:86 | KL_loss: 0.00047144939890131354 | Action_loss: 33.71428680419922 | Total_loss: 33.714759826660156 |
| Validation | KL_loss: 0.0004728708299808204 | Action_loss: 34.05473709106445 | Total_loss: 34.055213928222656 |
----------------------------------------------------------------------------------------------
| Epoch:87 | KL_loss: 0.0004905773676000535 | Action_loss: 33.63502502441406 | Total_loss: 33.63551330566406 |
| Epoch:88 | KL_loss: 0.0005203729961067438 | Action_loss: 33.24492645263672 | Total_loss: 33.245445251464844 |
| Epoch:89 | KL_loss: 0.0005623064935207367 | Action_loss: 32.501708984375 | Total_loss: 32.50227355957031 |
| Epoch:90 | KL_loss: 0.0006158590549603105 | Action_loss: 32.239906311035156 | Total_loss: 32.24052047729492 |
| Epoch:91 | KL_loss: 0.0006743110716342926 | Action_loss: 33.19188690185547 | Total_loss: 33.192562103271484 |
| Validation | KL_loss: 0.0007059036870487034 | Action_loss: 34.23057174682617 | Total_loss: 34.23128128051758 |
----------------------------------------------------------------------------------------------
| Epoch:92 | KL_loss: 0.0006973917479626834 | Action_loss: 34.60700607299805 | Total_loss: 34.60770034790039 |
| Epoch:93 | KL_loss: 0.0006308128940872848 | Action_loss: 34.06067657470703 | Total_loss: 34.061302185058594 |
| Epoch:94 | KL_loss: 0.0005243735504336655 | Action_loss: 31.626705169677734 | Total_loss: 31.627227783203125 |
| Epoch:95 | KL_loss: 0.000453170039691031 | Action_loss: 30.81557273864746 | Total_loss: 30.816024780273438 |
| Epoch:96 | KL_loss: 0.0004408795794006437 | Action_loss: 31.905899047851562 | Total_loss: 31.906341552734375 |
| Validation | KL_loss: 0.00045795104233548045 | Action_loss: 32.95689010620117 | Total_loss: 32.95734786987305 |
----------------------------------------------------------------------------------------------
| Epoch:97 | KL_loss: 0.00048653254634700716 | Action_loss: 33.003639221191406 | Total_loss: 33.004119873046875 |
| Epoch:98 | KL_loss: 0.0005664535565301776 | Action_loss: 33.664642333984375 | Total_loss: 33.66521453857422 |
| Epoch:99 | KL_loss: 0.0006798009271733463 | Action_loss: 34.125240325927734 | Total_loss: 34.12592315673828 |
| Epoch:100 | KL_loss: 0.0008056967053562403 | Action_loss: 34.193233489990234 | Total_loss: 34.19403839111328 |