跑一个最简单的GAN，遇到这样奇怪的问题：
那么怎么解决呢，其实很简单，在程序开头加入以下代码：
import os
os.environ['KMP_DUPLICATE_LIB_OK']='True'
即可运行成功，下面附上结果图片：
Epoch 0: D (0.6597316265106201 real_err, 0.7238825559616089 fake_err) G (0.6639426350593567 err); Real Dist ([3.9402713210880758, 1.2939863796110138]), Fake Dist ([0.46885369139909744, 0.05041620474791647])
Epoch 100: D (0.6273314356803894 real_err, 0.572021484375 fake_err) G (0.8183324337005615 err); Real Dist ([4.014338257074356, 1.258517997364061]), Fake Dist ([4.193737301826477, 0.015671175604902637])
Epoch 200: D (0.5931883454322815 real_err, 0.5692831873893738 fake_err) G (0.7632169127464294 err); Real Dist ([3.935641798630357, 1.2238523038048286]), Fake Dist ([2.482769048213959, 1.0853414294355461])
Epoch 300: D (0.6589973568916321 real_err, 0.6297571659088135 fake_err) G (0.7364358305931091 err); Real Dist ([3.967270278155804, 1.1999357772842234]), Fake Dist ([5.622088596343994, 1.8979408378251168])
Epoch 400: D (0.19329610466957092 real_err, 0.18364374339580536 fake_err) G (1.6910454034805298 err); Real Dist ([4.033117509484291, 1.2138336133213603]), Fake Dist ([4.7935052754879, 1.8482714036943952])
Epoch 500: D (0.6451993584632874 real_err, 0.6573867797851562 fake_err) G (0.7282772660255432 err); Real Dist ([3.917393512159586, 1.256353113434592]), Fake Dist ([6.0540028553009035, 3.5475038165111314])
Epoch 600: D (0.6544129848480225 real_err, 0.5033053755760193 fake_err) G (0.7845211625099182 err); Real Dist ([3.9662115879654882, 1.269759481595295]), Fake Dist ([4.271333148956299, 1.9033167187704112])
Epoch 700: D (0.6674409508705139 real_err, 0.7414349913597107 fake_err) G (0.6227266192436218 err); Real Dist ([4.024382192313671, 1.260157352832338]), Fake Dist ([3.7828147163391113, 1.296317821637754])
Epoch 800: D (0.6933066844940186 real_err, 0.6719670295715332 fake_err) G (0.737019956111908 err); Real Dist ([4.003772664353251, 1.2993067576477477]), Fake Dist ([3.9589070868492127, 1.2629740724539074])
Epoch 900: D (0.7193153500556946 real_err, 0.6772606372833252 fake_err) G (0.6982199549674988 err); Real Dist ([3.976522939682007, 1.2123802235785917]), Fake Dist ([4.119580830097198, 1.171835172145193])
Epoch 1000: D (0.6783238649368286 real_err, 0.7105517387390137 fake_err) G (0.6836917400360107 err); Real Dist ([4.145215703234077, 1.292795998787989]), Fake Dist ([3.9106553432941435, 1.270235749884706])
Epoch 1100: D (0.687304675579071 real_err, 0.7017139196395874 fake_err) G (0.6943745613098145 err); Real Dist ([3.9183099626302718, 1.2169272723075046]), Fake Dist ([3.989587110996246, 1.2527303806292516])
Epoch 1200: D (0.6959335207939148 real_err, 0.6915529370307922 fake_err) G (0.6899510622024536 err); Real Dist ([4.015381310462952, 1.2431770294355466]), Fake Dist ([3.948758414506912, 1.2205471120182252])
Epoch 1300: D (0.7186623811721802 real_err, 0.6895760893821716 fake_err) G (0.6959831714630127 err); Real Dist ([4.051180931568146, 1.2835729451104367]), Fake Dist ([3.993666660308838, 1.2805430060722494])
Epoch 1400: D (0.6919049620628357 real_err, 0.6950796246528625 fake_err) G (0.6908516883850098 err); Real Dist ([4.046774753853679, 1.2735510133306034]), Fake Dist ([4.013702709197998, 1.299693510305003])
Epoch 1500: D (0.6894071698188782 real_err, 0.6895454525947571 fake_err) G (0.6891321539878845 err); Real Dist ([4.03036398255825, 1.2423437499560364]), Fake Dist ([3.9825219321250915, 1.1655894077749014])
Epoch 1600: D (0.6982563138008118 real_err, 0.6919934153556824 fake_err) G (0.6937004327774048 err); Real Dist ([4.007837181806564, 1.2072563599926314]), Fake Dist ([3.9462557010650636, 1.3244540392848672])
Epoch 1700: D (0.6947281956672668 real_err, 0.6933791637420654 fake_err) G (0.6924344301223755 err); Real Dist ([3.936385201826692, 1.2058376593690423]), Fake Dist ([3.993844915866852, 1.2197649175855552])
Epoch 1800: D (0.6923916935920715 real_err, 0.6930909156799316 fake_err) G (0.7015867829322815 err); Real Dist ([4.013250464081764, 1.260655667266325]), Fake Dist ([4.099321723699569, 1.2265461798138237])
Epoch 1900: D (0.6905090808868408 real_err, 0.6963363289833069 fake_err) G (0.698528528213501 err); Real Dist ([4.013300076246262, 1.2327827675999143]), Fake Dist ([3.9516462178230287, 1.2107446478629518])
Epoch 2000: D (0.6890588998794556 real_err, 0.6978457570075989 fake_err) G (0.6884108781814575 err); Real Dist ([3.8991392757296564, 1.2962627762830221]), Fake Dist ([3.8787474207878114, 1.2570950839639825])
Epoch 2100: D (0.698122501373291 real_err, 0.6970409750938416 fake_err) G (0.6905460953712463 err); Real Dist ([3.9566759659051893, 1.2732083391345064]), Fake Dist ([4.106280519723892, 1.1933816256323224])
Epoch 2200: D (0.6933690905570984 real_err, 0.69454026222229 fake_err) G (0.6914490461349487 err); Real Dist ([3.93889475530386, 1.2663505110078315]), Fake Dist ([4.080608214378357, 1.2876372265316796])
Epoch 2300: D (0.6900700926780701 real_err, 0.6968343257904053 fake_err) G (0.6893200278282166 err); Real Dist ([3.9663488780260088, 1.196217496592113]), Fake Dist ([3.951875771999359, 1.1860255388962153])
Epoch 2400: D (0.6931772232055664 real_err, 0.6933202743530273 fake_err) G (0.6926587820053101 err); Real Dist ([3.8020925587415695, 1.19835981586526]), Fake Dist ([3.981923851490021, 1.2264610397327376])
Epoch 2500: D (0.6951471567153931 real_err, 0.6946098804473877 fake_err) G (0.6922518610954285 err); Real Dist ([4.008115592837334, 1.2887887111382983]), Fake Dist ([3.963913097858429, 1.2871623425529768])
Epoch 2600: D (0.6909193992614746 real_err, 0.6953129172325134 fake_err) G (0.6915098428726196 err); Real Dist ([4.062672424763441, 1.2540382050790924]), Fake Dist ([3.9960549049377443, 1.2548450333033438])
Epoch 2700: D (0.6910338997840881 real_err, 0.6944698691368103 fake_err) G (0.6924614906311035 err); Real Dist ([4.030903303682804, 1.2719847082332967]), Fake Dist ([3.906935365200043, 1.262203344364284])
Epoch 2800: D (0.6954336166381836 real_err, 0.6904621124267578 fake_err) G (0.6959096193313599 err); Real Dist ([4.114171533674002, 1.2074442947058714]), Fake Dist ([3.881883509159088, 1.2260428866560595])
Epoch 2900: D (0.6930927038192749 real_err, 0.6938952803611755 fake_err) G (0.6921188235282898 err); Real Dist ([3.9881235218942166, 1.2480621225809787]), Fake Dist ([3.9812709155082704, 1.1357823612555091])
Epoch 3000: D (0.6929730176925659 real_err, 0.6938328742980957 fake_err) G (0.6921579837799072 err); Real Dist ([4.071166606903076, 1.2139888550159457]), Fake Dist ([4.058373363018036, 1.2874264008165746])
Epoch 3100: D (0.6918545961380005 real_err, 0.6943498849868774 fake_err) G (0.6917024254798889 err); Real Dist ([3.916332804121077, 1.301228074403367]), Fake Dist ([3.9725843691825866, 1.3135809041759081])
Epoch 3200: D (0.6933050155639648 real_err, 0.6932293176651001 fake_err) G (0.6933243870735168 err); Real Dist ([4.115283443987369, 1.3067935986300376]), Fake Dist ([4.018036490440369, 1.2819460189990874])
Epoch 3300: D (0.6906453967094421 real_err, 0.6935202479362488 fake_err) G (0.6932854652404785 err); Real Dist ([3.9923059164583683, 1.2619602665983642]), Fake Dist ([3.9373254017829895, 1.2547933600332748])
Epoch 3400: D (0.6938872337341309 real_err, 0.6923187971115112 fake_err) G (0.6946978569030762 err); Real Dist ([3.868881364941597, 1.1861205406072914]), Fake Dist ([3.997091173171997, 1.2219836812637346])
Epoch 3500: D (0.6942490339279175 real_err, 0.691388726234436 fake_err) G (0.6939181685447693 err); Real Dist ([3.9848650202453135, 1.2788298084501777]), Fake Dist ([3.9492234830856323, 1.2787958741147103])
Epoch 3600: D (0.6915405988693237 real_err, 0.6950609087944031 fake_err) G (0.6919746398925781 err); Real Dist ([3.9263661807216703, 1.3428769956802185]), Fake Dist ([4.043765131950378, 1.2129659156773047])
Epoch 3700: D (0.6923659443855286 real_err, 0.6937616467475891 fake_err) G (0.6922993659973145 err); Real Dist ([3.961504315018654, 1.2343010879109766]), Fake Dist ([3.9919398846626284, 1.188652745705591])
Epoch 3800: D (0.6922182440757751 real_err, 0.693134069442749 fake_err) G (0.6933595538139343 err); Real Dist ([3.9936529603004454, 1.2723753440430765]), Fake Dist ([3.932868149757385, 1.2927933577246007])
Epoch 3900: D (0.6951863169670105 real_err, 0.6931467056274414 fake_err) G (0.6936421394348145 err); Real Dist ([3.9859102096557617, 1.3116028821618657]), Fake Dist ([3.9425672092437742, 1.2704240167167444])
Epoch 4000: D (0.6934537291526794 real_err, 0.6934215426445007 fake_err) G (0.6928250193595886 err); Real Dist ([4.025654611885548, 1.203102234973952]), Fake Dist ([3.951406656742096, 1.1870636109807047])
Epoch 4100: D (0.6929010152816772 real_err, 0.6932252645492554 fake_err) G (0.6932076215744019 err); Real Dist ([4.049340215802193, 1.2517312803674845]), Fake Dist ([3.948000467777252, 1.209252212949125])
Epoch 4200: D (0.6937159299850464 real_err, 0.6928628087043762 fake_err) G (0.6936244964599609 err); Real Dist ([3.9862994982898234, 1.3216520501599247]), Fake Dist ([3.9977761278152464, 1.269954702393057])
Epoch 4300: D (0.6946839094161987 real_err, 0.6940472722053528 fake_err) G (0.6941937804222107 err); Real Dist ([4.104086722850799, 1.2932517877389742]), Fake Dist ([3.9397064061164855, 1.283418295222106])
Epoch 4400: D (0.6927088499069214 real_err, 0.6937136054039001 fake_err) G (0.692634105682373 err); Real Dist ([3.9872011072039606, 1.2204134576890096]), Fake Dist ([4.121815538406372, 1.2551851662450935])
Epoch 4500: D (0.6927639842033386 real_err, 0.693088173866272 fake_err) G (0.6928940415382385 err); Real Dist ([4.058847837984562, 1.2514414908153513]), Fake Dist ([4.121126535415649, 1.2218871392175976])
Epoch 4600: D (0.6939873695373535 real_err, 0.6920260787010193 fake_err) G (0.6944512724876404 err); Real Dist ([3.962537788748741, 1.1465531638254807]), Fake Dist ([4.028300057411194, 1.3325499484193604])
Epoch 4700: D (0.6943904757499695 real_err, 0.6905301213264465 fake_err) G (0.6950453519821167 err); Real Dist ([4.0126394208073615, 1.2947995320475616]), Fake Dist ([4.127041224718094, 1.3215919617554204])
Epoch 4800: D (0.6921607255935669 real_err, 0.693673849105835 fake_err) G (0.6927924752235413 err); Real Dist ([3.9786494944393636, 1.245522385348094]), Fake Dist ([3.8916494874954224, 1.182735830499433])
Epoch 4900: D (0.6933014392852783 real_err, 0.6924062371253967 fake_err) G (0.6937227845191956 err); Real Dist ([3.989498425602913, 1.2048428514773775]), Fake Dist ([3.970398843765259, 1.2464424266667016])
Plotting the generated distribution…
Values: [3.9159674644470215, 4.125934600830078, 5.422196865081787, 3.1815083026885986, 3.8734424114227295, 5.742127418518066, 4.619236946105957, 2.7945480346679688, 1.2828090190887451, 6.042884349822998, 3.8049542903900146, 1.7207379341125488, 3.563199758529663, 1.5377702713012695, 4.3580498695373535, 5.344984531402588, 2.53778076171875, 3.1902222633361816, 4.158794403076172, 4.133233070373535, 3.8511157035827637, 6.65526819229126, 3.346646308898926, 4.346399307250977, 4.310866355895996, 2.187873601913452, 4.158594131469727, 1.9495620727539062, 4.494269847869873, 6.084726333618164, 3.892744541168213, 4.909972190856934, 3.854219913482666, 2.9995779991149902, 4.1864166259765625, 3.0078999996185303, 5.38481330871582, 3.69596529006958, 3.710038661956787, 3.187091112136841, 2.4693655967712402, 2.0591177940368652, 1.0778980255126953, 6.653056621551514, 4.363835334777832, 1.832655906677246, 4.1030592918396, 3.96126389503479, 3.1063828468322754, 3.3072547912597656, 1.2496812343597412, 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5.299221515655518, 1.8645179271697998, 5.041326522827148, 6.347474098205566, 3.682738780975342, 4.095590591430664, 4.637469291687012, 3.382563591003418, 2.7887349128723145, 6.204997539520264, 3.214742660522461, 2.4794788360595703, 2.985161304473877, 4.4538187980651855, 3.61635160446167, 3.8533787727355957, 3.893848180770874, 2.008432626724243, 6.340153694152832, 6.789806365966797, 6.414885520935059, 4.441524505615234, 1.8955206871032715, 3.796323537826538, 4.845046043395996, 3.595125198364258, 3.2691636085510254, 2.0169405937194824, 4.166546821594238, 3.7104101181030273, 3.706782341003418, 3.928852081298828, 2.9615888595581055, 3.1895689964294434, 4.005886554718018, 4.9579925537109375, 6.343612194061279, 4.227280616760254, 5.802534580230713, 4.512983322143555, 4.06502103805542, 3.9973034858703613, 3.957467555999756, 5.359663486480713, 5.03531551361084, 2.847646951675415, 2.104128360748291, 1.2060565948486328, 4.652645111083984, 3.673929214477539, 4.649253845214844, 3.767407178878784, 3.438716411590576, 4.039547920227051, 3.4421114921569824, 3.945366859436035, 5.29602575302124, 4.007977485656738, 4.6882548332214355, 2.4581117630004883, 6.876331806182861, 4.275674343109131, 4.756328582763672, 3.07570743560791, 2.281157970428467, 5.032379150390625, 6.958380222320557, 2.694134473800659, 3.1967525482177734, 2.0370290279388428, 3.7883553504943848, 2.2618815898895264, 3.9093642234802246, 2.349595785140991, 3.309706449508667, 3.798027753829956, 4.931820869445801, 4.36189079284668, 3.0581047534942627, 4.084893226623535, 5.542576313018799, 3.374199867248535, 4.482792854309082, 5.597661018371582, 5.920121669769287, 4.209397315979004, 6.433340072631836, 2.0933005809783936, 4.066917419433594, 5.8941240310668945, 5.025999546051025, 3.0151565074920654, 1.875959873199463, 1.8585493564605713, 5.435642719268799, 3.2517662048339844, 5.477200984954834, 4.477896690368652, 3.9169955253601074, 5.864312171936035, 4.008986473083496, 3.939699172973633, 3.4020190238952637, 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