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cad-cd.txt
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Epoch 0/400=> train_loss: [-0.1670961], test_loss: [0.01634654], test_cd: 1.625063208371886
Epoch 1/400=> train_loss: [-0.2773765], test_loss: [-0.09870385], test_cd: 1.7353207618095343
Epoch 2/400=> train_loss: [-0.23992132], test_loss: [-0.03663439], test_cd: 1.6129845162237053
Epoch 3/400=> train_loss: [-0.23925205], test_loss: [0.00318981], test_cd: 1.5182139966339387
Epoch 4/400=> train_loss: [-0.22182164], test_loss: [-0.03862493], test_cd: 1.6302523913050753
Epoch 5/400=> train_loss: [-0.2074557], test_loss: [-0.01592321], test_cd: 1.5418859758860817
Epoch 6/400=> train_loss: [-0.19727075], test_loss: [-0.01822671], test_cd: 1.5633911685932735
Epoch 7/400=> train_loss: [-0.19558327], test_loss: [-0.01530378], test_cd: 1.5044463289722316
Epoch 8/400=> train_loss: [-0.1951989], test_loss: [-0.00744344], test_cd: 1.4951214763115868
Epoch 9/400=> train_loss: [-0.18371025], test_loss: [-0.01706146], test_cd: 1.5621596556465098
Epoch 10/400=> train_loss: [-0.17468989], test_loss: [-0.01455319], test_cd: 1.5264355660400721
Epoch 11/400=> train_loss: [-0.17974338], test_loss: [-0.01665548], test_cd: 1.534596256702822
Epoch 12/400=> train_loss: [-0.16451871], test_loss: [-0.01535906], test_cd: 1.4984941518793575
Epoch 13/400=> train_loss: [-0.15692766], test_loss: [-0.01582312], test_cd: 1.5262454769253337
Epoch 14/400=> train_loss: [-0.16027068], test_loss: [-0.01618304], test_cd: 1.5177889771272748
Epoch 15/400=> train_loss: [-0.15750356], test_loss: [-0.014562], test_cd: 1.5234447907197572
Epoch 16/400=> train_loss: [-0.1476257], test_loss: [-0.0181024], test_cd: 1.4972626545299819
Epoch 17/400=> train_loss: [-0.14823599], test_loss: [-0.01909234], test_cd: 1.515953820585643
Epoch 18/400=> train_loss: [-0.1402173], test_loss: [-0.01378651], test_cd: 1.4427171267769299
Epoch 19/400=> train_loss: [-0.14279701], test_loss: [-0.01952368], test_cd: 1.5420873137267477
Epoch 20/400=> train_loss: [-0.13827664], test_loss: [-0.01108003], test_cd: 1.4581967616722362
Epoch 21/400=> train_loss: [-0.13847148], test_loss: [-0.01432477], test_cd: 1.469817270296813
Epoch 22/400=> train_loss: [-0.1322242], test_loss: [-0.01994477], test_cd: 1.4960092176587083
Epoch 23/400=> train_loss: [-0.13006979], test_loss: [-0.01777838], test_cd: 1.4629190105524557
Epoch 24/400=> train_loss: [-0.12467238], test_loss: [-0.00299319], test_cd: 1.3790801138224962
Epoch 25/400=> train_loss: [-0.12641747], test_loss: [-0.00843406], test_cd: 1.3963535775010882
Epoch 26/400=> train_loss: [-0.12144262], test_loss: [-0.01549851], test_cd: 1.4468002873475325
Epoch 27/400=> train_loss: [-0.1154054], test_loss: [-0.01577186], test_cd: 1.4410077387964342
Epoch 28/400=> train_loss: [-0.11798169], test_loss: [-0.01439852], test_cd: 1.4043587196272633
Epoch 29/400=> train_loss: [-0.1158604], test_loss: [-0.0156895], test_cd: 1.4290715177465656
Epoch 30/400=> train_loss: [-0.11239445], test_loss: [-0.0289717], test_cd: 1.486758517732211
Epoch 31/400=> train_loss: [-0.1154919], test_loss: [-0.00962324], test_cd: 1.3967093566080715
Epoch 32/400=> train_loss: [-0.11126098], test_loss: [-0.00941375], test_cd: 1.420378097883797
Epoch 33/400=> train_loss: [-0.10479713], test_loss: [-0.00260027], test_cd: 1.3531773942453145
Epoch 34/400=> train_loss: [-0.1129585], test_loss: [-0.01362545], test_cd: 1.3912724023452885
Epoch 35/400=> train_loss: [-0.10274658], test_loss: [-0.02516476], test_cd: 1.501716213811019
Epoch 36/400=> train_loss: [-0.09766853], test_loss: [-0.01371558], test_cd: 1.3762389753106667
Epoch 37/400=> train_loss: [-0.10362277], test_loss: [-0.02364662], test_cd: 1.4561934656627185
Epoch 38/400=> train_loss: [-0.09341431], test_loss: [-0.00999803], test_cd: 1.3793488271427201
Epoch 39/400=> train_loss: [-0.09428255], test_loss: [-0.00367046], test_cd: 1.3482725785327425
Epoch 40/400=> train_loss: [-0.0962633], test_loss: [-0.0132024], test_cd: 1.3964371044572852
Epoch 41/400=> train_loss: [-0.09460811], test_loss: [-0.01831129], test_cd: 1.4153006632320033
Epoch 42/400=> train_loss: [-0.09423524], test_loss: [-0.01443097], test_cd: 1.3996549848597837
Epoch 43/400=> train_loss: [-0.09294493], test_loss: [-0.01027336], test_cd: 1.3738391635412643
Epoch 44/400=> train_loss: [-0.09296099], test_loss: [-0.01473948], test_cd: 1.39952969578135
Epoch 45/400=> train_loss: [-0.09188211], test_loss: [-0.01441202], test_cd: 1.3660359621901255
Epoch 46/400=> train_loss: [-0.09013156], test_loss: [-0.01174041], test_cd: 1.3705810181697191
Epoch 47/400=> train_loss: [-0.09018214], test_loss: [-0.00044096], test_cd: 1.3291329160778738
Epoch 48/400=> train_loss: [-0.08944818], test_loss: [-0.01269361], test_cd: 1.3646064037431216
Epoch 49/400=> train_loss: [-0.0839551], test_loss: [-0.01101036], test_cd: 1.4095727939610612
Epoch 50/400=> train_loss: [-0.08379396], test_loss: [-0.0032941], test_cd: 1.3539729740146667
Epoch 51/400=> train_loss: [-0.08158642], test_loss: [-0.01492131], test_cd: 1.3980239532455214
Epoch 52/400=> train_loss: [-0.08208688], test_loss: [0.00150921], test_cd: 1.3136772061225614
Epoch 53/400=> train_loss: [-0.08385395], test_loss: [-0.01204059], test_cd: 1.3725330449522455
Epoch 54/400=> train_loss: [-0.07759722], test_loss: [-0.0160304], test_cd: 1.379203929790747
Epoch 55/400=> train_loss: [-0.0779432], test_loss: [-0.00887829], test_cd: 1.3378228646018795
Epoch 56/400=> train_loss: [-0.0813645], test_loss: [-0.01185952], test_cd: 1.3565614630086185
Epoch 57/400=> train_loss: [-0.07817002], test_loss: [-0.0183556], test_cd: 1.38134034085139
Epoch 58/400=> train_loss: [-0.07852205], test_loss: [-0.01579956], test_cd: 1.3646572544147013
Epoch 59/400=> train_loss: [-0.07744261], test_loss: [-0.00715062], test_cd: 1.334650878504312
Epoch 60/400=> train_loss: [-0.07581395], test_loss: [-0.01581379], test_cd: 1.3619801952305421
Epoch 61/400=> train_loss: [-0.07544165], test_loss: [-0.01015766], test_cd: 1.3440244142760265
Epoch 62/400=> train_loss: [-0.07486385], test_loss: [-0.01365988], test_cd: 1.3508357923537604
Epoch 63/400=> train_loss: [-0.07559983], test_loss: [-0.00859039], test_cd: 1.3361446466752906
Epoch 64/400=> train_loss: [-0.07540559], test_loss: [-0.01207189], test_cd: 1.3359925088905853
Epoch 65/400=> train_loss: [-0.07230011], test_loss: [-0.01663263], test_cd: 1.3710757193829504
Epoch 66/400=> train_loss: [-0.07328196], test_loss: [-0.01382676], test_cd: 1.364064695561511
Epoch 67/400=> train_loss: [-0.07554155], test_loss: [-0.00295384], test_cd: 1.3084067649367028
Epoch 68/400=> train_loss: [-0.0707173], test_loss: [-0.00428745], test_cd: 1.3217532989733167
Epoch 69/400=> train_loss: [-0.07315576], test_loss: [-0.0052093], test_cd: 1.335843709487299
Epoch 70/400=> train_loss: [-0.07093115], test_loss: [0.00130505], test_cd: 1.284676707164699
Epoch 71/400=> train_loss: [-0.07174218], test_loss: [-0.01109269], test_cd: 1.35805273048248
Epoch 72/400=> train_loss: [-0.06929316], test_loss: [-0.01697649], test_cd: 1.3944379922076722
Epoch 73/400=> train_loss: [-0.06716327], test_loss: [-0.00344595], test_cd: 1.292966984058328
Epoch 74/400=> train_loss: [-0.07009047], test_loss: [0.00347895], test_cd: 1.2688493366550841
Epoch 75/400=> train_loss: [-0.06832737], test_loss: [-0.013149], test_cd: 1.3377654988915977
Epoch 76/400=> train_loss: [-0.06804086], test_loss: [-0.00148761], test_cd: 1.2838771664267508
Epoch 77/400=> train_loss: [-0.06662423], test_loss: [0.00261714], test_cd: 1.2760632896960344
Epoch 78/400=> train_loss: [-0.06856006], test_loss: [-0.01276758], test_cd: 1.3464612237178002
Epoch 79/400=> train_loss: [-0.06922811], test_loss: [-0.00488885], test_cd: 1.3172734031855338
Epoch 80/400=> train_loss: [-0.06551591], test_loss: [0.00258726], test_cd: 1.2652839652262304
Epoch 81/400=> train_loss: [-0.06669254], test_loss: [-0.00904165], test_cd: 1.3305387945839577
Epoch 82/400=> train_loss: [-0.06698015], test_loss: [0.00337768], test_cd: 1.2699287560634287
Epoch 83/400=> train_loss: [-0.06552501], test_loss: [-0.00757225], test_cd: 1.320478210575314
Epoch 84/400=> train_loss: [-0.06379053], test_loss: [-0.01012363], test_cd: 1.3258051007493616
Epoch 85/400=> train_loss: [-0.06547592], test_loss: [0.00380876], test_cd: 1.262672594451986
Epoch 86/400=> train_loss: [-0.06463045], test_loss: [-0.00928334], test_cd: 1.334654498986849
Epoch 87/400=> train_loss: [-0.06308504], test_loss: [-0.00741643], test_cd: 1.317366736422787
Epoch 88/400=> train_loss: [-0.06148152], test_loss: [0.00246081], test_cd: 1.261990955135231
Epoch 89/400=> train_loss: [-0.06481736], test_loss: [-0.01176893], test_cd: 1.31874124576748
Epoch 90/400=> train_loss: [-0.06527559], test_loss: [-0.00033614], test_cd: 1.2695496851864525
Epoch 91/400=> train_loss: [-0.06235828], test_loss: [-0.00809043], test_cd: 1.2988680459317075
Epoch 92/400=> train_loss: [-0.06116731], test_loss: [-0.00785411], test_cd: 1.3098141164367765
Epoch 93/400=> train_loss: [-0.06097583], test_loss: [-0.00540171], test_cd: 1.2709118639795431
Epoch 94/400=> train_loss: [-0.06248625], test_loss: [-0.01733682], test_cd: 1.3596186575403668
Epoch 95/400=> train_loss: [-0.06018181], test_loss: [-0.00649805], test_cd: 1.2776472029299313
Epoch 96/400=> train_loss: [-0.0608831], test_loss: [-0.01146887], test_cd: 1.323926948603143
Epoch 97/400=> train_loss: [-0.0576023], test_loss: [-0.00059009], test_cd: 1.266947596352278
Epoch 98/400=> train_loss: [-0.05987372], test_loss: [-0.01660053], test_cd: 1.3431750525124833
Epoch 99/400=> train_loss: [-0.05839469], test_loss: [-0.00540224], test_cd: 1.2976568677140867
Epoch 100/400=> train_loss: [-0.06167253], test_loss: [-0.00067548], test_cd: 1.2817421780852372
Epoch 101/400=> train_loss: [-0.06118648], test_loss: [-0.00422185], test_cd: 1.2833835684777666
Epoch 102/400=> train_loss: [-0.05996161], test_loss: [0.0002324], test_cd: 1.2821969663684947
Epoch 103/400=> train_loss: [-0.05736541], test_loss: [2.4705194e-05], test_cd: 1.2730172598257792
Epoch 104/400=> train_loss: [-0.05936465], test_loss: [0.00098963], test_cd: 1.2517567372868568
Epoch 105/400=> train_loss: [-0.05668478], test_loss: [-0.0089027], test_cd: 1.2835733466975305
Epoch 106/400=> train_loss: [-0.05906465], test_loss: [0.00195832], test_cd: 1.2486889031282526
Epoch 107/400=> train_loss: [-0.05949718], test_loss: [-0.01265312], test_cd: 1.3199172295787946
Epoch 108/400=> train_loss: [-0.05844509], test_loss: [-0.00663625], test_cd: 1.284036884536113
Epoch 109/400=> train_loss: [-0.0551434], test_loss: [-0.00846612], test_cd: 1.2847305892950263
Epoch 110/400=> train_loss: [-0.0538858], test_loss: [-0.00499735], test_cd: 1.282442907715636
Epoch 111/400=> train_loss: [-0.05692156], test_loss: [0.00031356], test_cd: 1.2530908779167245
Epoch 112/400=> train_loss: [-0.05658209], test_loss: [-0.01548641], test_cd: 1.3132339553708268
Epoch 113/400=> train_loss: [-0.05571918], test_loss: [-0.00075868], test_cd: 1.2546586366166692
Epoch 114/400=> train_loss: [-0.05525225], test_loss: [0.00406916], test_cd: 1.2374773619881407
Epoch 115/400=> train_loss: [-0.05492741], test_loss: [-0.00862132], test_cd: 1.2677461060524824
Epoch 116/400=> train_loss: [-0.05536842], test_loss: [-0.00606841], test_cd: 1.2673551247577195
Epoch 117/400=> train_loss: [-0.05516873], test_loss: [-0.00399297], test_cd: 1.2515787011423822
Epoch 118/400=> train_loss: [-0.05490617], test_loss: [-0.01421332], test_cd: 1.292759341413594
Epoch 119/400=> train_loss: [-0.05261578], test_loss: [0.00176044], test_cd: 1.2359378860538333
Epoch 120/400=> train_loss: [-0.05362007], test_loss: [-0.0111862], test_cd: 1.3089409331065665
Epoch 121/400=> train_loss: [-0.05145205], test_loss: [-0.00881371], test_cd: 1.271561096026823
Epoch 122/400=> train_loss: [-0.05361231], test_loss: [-0.00673604], test_cd: 1.2566936819990782
Epoch 123/400=> train_loss: [-0.05238133], test_loss: [-0.00880664], test_cd: 1.2794216176581579
Epoch 124/400=> train_loss: [-0.05124773], test_loss: [-0.00699173], test_cd: 1.2755446449925425
Epoch 125/400=> train_loss: [-0.05073361], test_loss: [-0.01086021], test_cd: 1.2611621401459385
Epoch 126/400=> train_loss: [-0.05186885], test_loss: [-0.0108009], test_cd: 1.282622712340922
Epoch 127/400=> train_loss: [-0.05198105], test_loss: [-0.00465262], test_cd: 1.244116817122831
Epoch 128/400=> train_loss: [-0.0520755], test_loss: [-0.00557589], test_cd: 1.2723467456007274
Epoch 129/400=> train_loss: [-0.05216951], test_loss: [-0.00911596], test_cd: 1.2772660098824826
Epoch 130/400=> train_loss: [-0.05203946], test_loss: [-0.0068354], test_cd: 1.2543550025252501
Epoch 131/400=> train_loss: [-0.05132555], test_loss: [0.00173341], test_cd: 1.2255563274572312
Epoch 132/400=> train_loss: [-0.05217598], test_loss: [-0.00978583], test_cd: 1.2838384832301157
Epoch 133/400=> train_loss: [-0.05190908], test_loss: [-0.00209387], test_cd: 1.2372465785504931
Epoch 134/400=> train_loss: [-0.05336694], test_loss: [-0.00810835], test_cd: 1.253942658595338
Epoch 135/400=> train_loss: [-0.05168952], test_loss: [-0.00137541], test_cd: 1.2346290562793427
Epoch 136/400=> train_loss: [-0.05009352], test_loss: [-0.00730161], test_cd: 1.2615697580550151
Epoch 137/400=> train_loss: [-0.05048448], test_loss: [-0.01109156], test_cd: 1.2879017038175649
Epoch 138/400=> train_loss: [-0.04991077], test_loss: [-0.00161586], test_cd: 1.245941280297427
Epoch 139/400=> train_loss: [-0.04996477], test_loss: [-0.01185122], test_cd: 1.2861980243769675
Epoch 140/400=> train_loss: [-0.0496931], test_loss: [-0.00898073], test_cd: 1.2615888037993972
Epoch 141/400=> train_loss: [-0.04911125], test_loss: [-0.00387471], test_cd: 1.2434658156203908
Epoch 142/400=> train_loss: [-0.04936519], test_loss: [-0.00782717], test_cd: 1.2720161922524595
Epoch 143/400=> train_loss: [-0.04846787], test_loss: [-0.00840373], test_cd: 1.2634075005434569
Epoch 144/400=> train_loss: [-0.05099288], test_loss: [-0.0042501], test_cd: 1.261947078386818
Epoch 145/400=> train_loss: [-0.05072187], test_loss: [0.00123618], test_cd: 1.2337706206302175
Epoch 146/400=> train_loss: [-0.04856397], test_loss: [-0.0017829], test_cd: 1.2375848301914902
Epoch 147/400=> train_loss: [-0.04902752], test_loss: [0.00276315], test_cd: 1.2235722753049507
Epoch 148/400=> train_loss: [-0.04934177], test_loss: [-0.0072385], test_cd: 1.2610513450955472
Epoch 149/400=> train_loss: [-0.04932328], test_loss: [0.00215541], test_cd: 1.2342902919820928
Epoch 150/400=> train_loss: [-0.05026117], test_loss: [-0.00511843], test_cd: 1.2457984402589817
Epoch 151/400=> train_loss: [-0.04865291], test_loss: [-0.01326372], test_cd: 1.2817279618495787
Epoch 152/400=> train_loss: [-0.04777927], test_loss: [-0.00314436], test_cd: 1.2384826768690183
Epoch 153/400=> train_loss: [-0.04704726], test_loss: [-0.0061785], test_cd: 1.233672055459078
Epoch 154/400=> train_loss: [-0.04759024], test_loss: [0.00060369], test_cd: 1.2294158020858563
Epoch 155/400=> train_loss: [-0.0480009], test_loss: [-0.0070913], test_cd: 1.2499194706762142
Epoch 156/400=> train_loss: [-0.05038534], test_loss: [0.00632979], test_cd: 1.2099864072401778
Epoch 157/400=> train_loss: [-0.05022406], test_loss: [-0.00189963], test_cd: 1.237218448366193
Epoch 158/400=> train_loss: [-0.04857526], test_loss: [-0.00601528], test_cd: 1.2509575523295438
Epoch 159/400=> train_loss: [-0.04639666], test_loss: [-0.00158284], test_cd: 1.231346249276854
Epoch 160/400=> train_loss: [-0.04661083], test_loss: [-0.00151024], test_cd: 1.2357192263758499
Epoch 161/400=> train_loss: [-0.04730435], test_loss: [0.00078545], test_cd: 1.2292747634007102
Epoch 162/400=> train_loss: [-0.04698864], test_loss: [-0.01278532], test_cd: 1.2667194211109116
Epoch 163/400=> train_loss: [-0.04765943], test_loss: [0.00488378], test_cd: 1.210868386117076
Epoch 164/400=> train_loss: [-0.04878269], test_loss: [0.00088212], test_cd: 1.2258803553392288
Epoch 165/400=> train_loss: [-0.04923113], test_loss: [-0.00049293], test_cd: 1.2276386832752648
Epoch 166/400=> train_loss: [-0.0480987], test_loss: [-0.00049322], test_cd: 1.2319407539943963
Epoch 167/400=> train_loss: [-0.04798543], test_loss: [-0.00814217], test_cd: 1.2585431141229557
Epoch 168/400=> train_loss: [-0.04664129], test_loss: [-0.00012488], test_cd: 1.2390362319311
Epoch 169/400=> train_loss: [-0.04767215], test_loss: [-0.00940832], test_cd: 1.2534061847971465
Epoch 170/400=> train_loss: [-0.04605366], test_loss: [0.00051876], test_cd: 1.2181561891023827
Epoch 171/400=> train_loss: [-0.04656832], test_loss: [0.00860366], test_cd: 1.2010604586155973
Epoch 172/400=> train_loss: [-0.04648272], test_loss: [-0.00682438], test_cd: 1.2606845575867414
Epoch 173/400=> train_loss: [-0.04536882], test_loss: [-0.00382727], test_cd: 1.241701840183158
Epoch 174/400=> train_loss: [-0.04501064], test_loss: [-0.00287689], test_cd: 1.2451804959168604
Epoch 175/400=> train_loss: [-0.04365511], test_loss: [-0.00470809], test_cd: 1.228267757307723
Epoch 176/400=> train_loss: [-0.04467009], test_loss: [0.00055047], test_cd: 1.226240601269114
Epoch 177/400=> train_loss: [-0.04388696], test_loss: [-0.00553039], test_cd: 1.2407370971509675
Epoch 178/400=> train_loss: [-0.04485794], test_loss: [-0.0074021], test_cd: 1.241571850573669
Epoch 179/400=> train_loss: [-0.04632761], test_loss: [-0.00850436], test_cd: 1.2449459337472948
Epoch 180/400=> train_loss: [-0.04702706], test_loss: [1.5966409e-05], test_cd: 1.220900694068033
Epoch 181/400=> train_loss: [-0.04579474], test_loss: [-0.001245], test_cd: 1.2197106756295608
Epoch 182/400=> train_loss: [-0.0452328], test_loss: [0.00392346], test_cd: 1.2159358061576329
Epoch 183/400=> train_loss: [-0.0465645], test_loss: [-0.01100802], test_cd: 1.2623564407465782
Epoch 184/400=> train_loss: [-0.04557924], test_loss: [-0.00637682], test_cd: 1.2454162785995684
Epoch 185/400=> train_loss: [-0.04485846], test_loss: [-0.00642919], test_cd: 1.2463396070057398
Epoch 186/400=> train_loss: [-0.04406422], test_loss: [0.00070718], test_cd: 1.2099424392863287
Epoch 187/400=> train_loss: [-0.04490391], test_loss: [-0.00504208], test_cd: 1.2395413632018175
Epoch 188/400=> train_loss: [-0.04415968], test_loss: [-0.00832425], test_cd: 1.2447180366749615
Epoch 189/400=> train_loss: [-0.04331874], test_loss: [-0.00065213], test_cd: 1.2189322175267228
Epoch 190/400=> train_loss: [-0.0454369], test_loss: [-0.01131325], test_cd: 1.2532400845002996
Epoch 191/400=> train_loss: [-0.04406477], test_loss: [0.00596815], test_cd: 1.1899186277754388
Epoch 192/400=> train_loss: [-0.04610564], test_loss: [-0.00410594], test_cd: 1.2341740488977269
Epoch 193/400=> train_loss: [-0.04426335], test_loss: [-0.00452662], test_cd: 1.2318447577754186
Epoch 194/400=> train_loss: [-0.04478972], test_loss: [-0.00155636], test_cd: 1.2148628334838953
Epoch 195/400=> train_loss: [-0.04437531], test_loss: [-0.00275241], test_cd: 1.2068400421227827
Epoch 196/400=> train_loss: [-0.04342962], test_loss: [-0.00173532], test_cd: 1.21774304073172
Epoch 197/400=> train_loss: [-0.04349605], test_loss: [-0.00204632], test_cd: 1.229505226598972
Epoch 198/400=> train_loss: [-0.04294525], test_loss: [-0.00982664], test_cd: 1.2537083334211843
Epoch 199/400=> train_loss: [-0.04335913], test_loss: [-0.002306], test_cd: 1.2293519011661878
Epoch 200/400=> train_loss: [-0.0421188], test_loss: [0.00109514], test_cd: 1.2024591337668231
Epoch 201/400=> train_loss: [-0.04389451], test_loss: [-0.00881433], test_cd: 1.242911706303257
Epoch 202/400=> train_loss: [-0.04355091], test_loss: [0.00495548], test_cd: 1.1924300253183753
Epoch 203/400=> train_loss: [-0.04358569], test_loss: [0.00162393], test_cd: 1.213478932495829
Epoch 204/400=> train_loss: [-0.04295374], test_loss: [-0.00083845], test_cd: 1.2201908210684145
Epoch 205/400=> train_loss: [-0.04362303], test_loss: [-0.01577575], test_cd: 1.2816832018331108
Epoch 206/400=> train_loss: [-0.04207227], test_loss: [0.00367891], test_cd: 1.197463808000341
Epoch 207/400=> train_loss: [-0.0422879], test_loss: [-0.0036314], test_cd: 1.2257748187603856
Epoch 208/400=> train_loss: [-0.0423293], test_loss: [-0.00783877], test_cd: 1.2316391199535133
Epoch 209/400=> train_loss: [-0.0430925], test_loss: [-0.00227865], test_cd: 1.2097523286260654
Epoch 210/400=> train_loss: [-0.04304204], test_loss: [-0.00238378], test_cd: 1.2096182293160989
Epoch 211/400=> train_loss: [-0.04210208], test_loss: [-0.0121485], test_cd: 1.2418816172876352
Epoch 212/400=> train_loss: [-0.04171228], test_loss: [-0.00150722], test_cd: 1.2038534293893097
Epoch 213/400=> train_loss: [-0.04064589], test_loss: [-0.0030155], test_cd: 1.2118782860805255
Epoch 214/400=> train_loss: [-0.04285425], test_loss: [-0.0042045], test_cd: 1.2272675714537677
Epoch 215/400=> train_loss: [-0.04285394], test_loss: [-0.00861182], test_cd: 1.257583595800099
Epoch 216/400=> train_loss: [-0.04225313], test_loss: [0.00458826], test_cd: 1.1878350554156474
Epoch 217/400=> train_loss: [-0.04328002], test_loss: [-0.00814785], test_cd: 1.2573216504042866
Epoch 218/400=> train_loss: [-0.04162605], test_loss: [0.00252464], test_cd: 1.18811030854673
Epoch 219/400=> train_loss: [-0.04284166], test_loss: [-0.00722819], test_cd: 1.22577749193729
Epoch 220/400=> train_loss: [-0.04215872], test_loss: [-0.00205954], test_cd: 1.206862163374015
Epoch 221/400=> train_loss: [-0.042128], test_loss: [-0.00932532], test_cd: 1.2343716679928978
Epoch 222/400=> train_loss: [-0.04106083], test_loss: [-0.00142073], test_cd: 1.1995483772773456
Epoch 223/400=> train_loss: [-0.04069626], test_loss: [-0.00241593], test_cd: 1.212635150116207
Epoch 224/400=> train_loss: [-0.04118691], test_loss: [-0.00201598], test_cd: 1.2031375553972872
Epoch 225/400=> train_loss: [-0.03983597], test_loss: [0.00204781], test_cd: 1.1892588489428542
Epoch 226/400=> train_loss: [-0.04164826], test_loss: [-0.00867273], test_cd: 1.2273502821480682
Epoch 227/400=> train_loss: [-0.03959427], test_loss: [0.00215015], test_cd: 1.1879942899932652
Epoch 228/400=> train_loss: [-0.04014172], test_loss: [-0.00259265], test_cd: 1.2161254640243562
Epoch 229/400=> train_loss: [-0.04163082], test_loss: [-0.00330615], test_cd: 1.2137496766147398
Epoch 230/400=> train_loss: [-0.04079849], test_loss: [-0.00541351], test_cd: 1.2284195739579846
Epoch 231/400=> train_loss: [-0.03913484], test_loss: [-0.00115482], test_cd: 1.2040025202525284
Epoch 232/400=> train_loss: [-0.03998143], test_loss: [-0.00871363], test_cd: 1.2279284232526604
Epoch 233/400=> train_loss: [-0.03777683], test_loss: [-0.00375623], test_cd: 1.2097822953515174
Epoch 234/400=> train_loss: [-0.03988126], test_loss: [-0.00678108], test_cd: 1.2350306661102635
Epoch 235/400=> train_loss: [-0.04026658], test_loss: [0.00699994], test_cd: 1.1939862963781542
Epoch 236/400=> train_loss: [-0.04087637], test_loss: [0.00208672], test_cd: 1.1977035545950006
Epoch 237/400=> train_loss: [-0.04078148], test_loss: [-0.00390059], test_cd: 1.2178517266412356
Epoch 238/400=> train_loss: [-0.04009196], test_loss: [-0.00321133], test_cd: 1.2099888329802408
Epoch 239/400=> train_loss: [-0.03816757], test_loss: [-0.00774946], test_cd: 1.2433287592057907
Epoch 240/400=> train_loss: [-0.03794726], test_loss: [0.00191808], test_cd: 1.1972910884555814
Epoch 241/400=> train_loss: [-0.04026328], test_loss: [0.00333567], test_cd: 1.1933252512070232
Epoch 242/400=> train_loss: [-0.03808227], test_loss: [-0.00129745], test_cd: 1.206405057468527
Epoch 243/400=> train_loss: [-0.03782715], test_loss: [-0.00402078], test_cd: 1.2113422742553799
Epoch 244/400=> train_loss: [-0.03866907], test_loss: [-0.00160346], test_cd: 1.2136171559317817
Epoch 245/400=> train_loss: [-0.03873297], test_loss: [-0.00392732], test_cd: 1.2233688332839867
Epoch 246/400=> train_loss: [-0.03965524], test_loss: [0.00232778], test_cd: 1.1939722500255736
Epoch 247/400=> train_loss: [-0.04137979], test_loss: [-0.0006319], test_cd: 1.1971922866842013
Epoch 248/400=> train_loss: [-0.0384715], test_loss: [-0.00450185], test_cd: 1.229635580486563
Epoch 249/400=> train_loss: [-0.03913726], test_loss: [-0.00202038], test_cd: 1.2129488218993598
Epoch 250/400=> train_loss: [-0.03789595], test_loss: [-0.00489218], test_cd: 1.2093565498370578
Epoch 251/400=> train_loss: [-0.03945896], test_loss: [-0.00300596], test_cd: 1.2105865548631314
Epoch 252/400=> train_loss: [-0.0385396], test_loss: [0.00050999], test_cd: 1.1911949515526132
Epoch 253/400=> train_loss: [-0.03835513], test_loss: [-0.00331007], test_cd: 1.2090744412810737
Epoch 254/400=> train_loss: [-0.03758855], test_loss: [-0.00683206], test_cd: 1.21388594483289
Epoch 255/400=> train_loss: [-0.03956365], test_loss: [-0.00997772], test_cd: 1.2352092685557134
Epoch 256/400=> train_loss: [-0.03840522], test_loss: [-0.00345038], test_cd: 1.212376136346381
Epoch 257/400=> train_loss: [-0.03874915], test_loss: [-0.00342767], test_cd: 1.1997566109693634
Epoch 258/400=> train_loss: [-0.03807296], test_loss: [0.00303834], test_cd: 1.193185557668291
Epoch 259/400=> train_loss: [-0.03739808], test_loss: [-0.00523841], test_cd: 1.21002332950961
Epoch 260/400=> train_loss: [-0.03879995], test_loss: [0.00435221], test_cd: 1.179746209557689
Epoch 261/400=> train_loss: [-0.03809226], test_loss: [-0.00348641], test_cd: 1.1885741811290071
Epoch 262/400=> train_loss: [-0.03780716], test_loss: [-0.00675014], test_cd: 1.2191643101575924
Epoch 263/400=> train_loss: [-0.0367784], test_loss: [-0.00877253], test_cd: 1.220352951529765
Epoch 264/400=> train_loss: [-0.03767449], test_loss: [-0.00461158], test_cd: 1.2099196994550543
Epoch 265/400=> train_loss: [-0.03716289], test_loss: [-0.01081492], test_cd: 1.2396671714817713
Epoch 266/400=> train_loss: [-0.03846774], test_loss: [-0.00037931], test_cd: 1.1886249727712133
Epoch 267/400=> train_loss: [-0.03748349], test_loss: [0.00301149], test_cd: 1.1906264980361914
Epoch 268/400=> train_loss: [-0.03812707], test_loss: [-0.00292578], test_cd: 1.2115208818170542
Epoch 269/400=> train_loss: [-0.0380156], test_loss: [0.00033018], test_cd: 1.197427201775919
Epoch 270/400=> train_loss: [-0.03845437], test_loss: [0.00035275], test_cd: 1.1959485529771083
Epoch 271/400=> train_loss: [-0.03803517], test_loss: [-0.00250192], test_cd: 1.1964927971641217
Epoch 272/400=> train_loss: [-0.03770956], test_loss: [-0.005386], test_cd: 1.2045614884834681
Epoch 273/400=> train_loss: [-0.03761725], test_loss: [0.00090873], test_cd: 1.1895606551228666
Epoch 274/400=> train_loss: [-0.03718045], test_loss: [0.00275149], test_cd: 1.1907366017581535
Epoch 275/400=> train_loss: [-0.03742471], test_loss: [-0.00171733], test_cd: 1.194813892456943
Epoch 276/400=> train_loss: [-0.03645359], test_loss: [-0.00303444], test_cd: 1.1901590862221698
Epoch 277/400=> train_loss: [-0.03734085], test_loss: [0.00457274], test_cd: 1.1766441134676424
Epoch 278/400=> train_loss: [-0.03791611], test_loss: [-0.00417197], test_cd: 1.2124314660059305
Epoch 279/400=> train_loss: [-0.03574475], test_loss: [-0.00651763], test_cd: 1.2345874816231306
Epoch 280/400=> train_loss: [-0.03668723], test_loss: [0.00530322], test_cd: 1.1840425814666384
Epoch 281/400=> train_loss: [-0.0369712], test_loss: [0.0018971], test_cd: 1.1760341671431105
Epoch 282/400=> train_loss: [-0.03757186], test_loss: [0.0018356], test_cd: 1.1892074711461775
Epoch 283/400=> train_loss: [-0.03628858], test_loss: [0.0021192], test_cd: 1.1857196694228709
Epoch 284/400=> train_loss: [-0.03553759], test_loss: [-0.00293592], test_cd: 1.1874943575168628
Epoch 285/400=> train_loss: [-0.03789637], test_loss: [-0.01124917], test_cd: 1.2336249551310083
Epoch 286/400=> train_loss: [-0.03585055], test_loss: [-0.00067828], test_cd: 1.1896211716170817
Epoch 287/400=> train_loss: [-0.03596894], test_loss: [0.00516817], test_cd: 1.1722409508681035
Epoch 288/400=> train_loss: [-0.03757597], test_loss: [-0.00026911], test_cd: 1.1915007529154236
Epoch 289/400=> train_loss: [-0.03786873], test_loss: [-0.00021177], test_cd: 1.1916184703303112
Epoch 290/400=> train_loss: [-0.03633875], test_loss: [-0.00479252], test_cd: 1.200320895676835
Epoch 291/400=> train_loss: [-0.03584533], test_loss: [-0.0043044], test_cd: 1.209426152378183
Epoch 292/400=> train_loss: [-0.03674776], test_loss: [0.00097635], test_cd: 1.1876494065574266