lstm.log

2018-12-09 15:24:33,976 - lstmimpl - INFO - =========================Execution Starts===========================
2018-12-09 15:24:33,986 - lstmimpl - INFO - data has 5000 sentences, 3812 unique words.
2018-12-09 15:24:33,995 - lstmimpl - INFO - data has 5000 sentences, 3096 unique words.
2018-12-09 15:24:34,741 - lstmimpl - INFO - Epoch: 0, Iteration: 0, Encoder Loss: 41.230453453421376, Decoder Loss: 48.22787079176671, Learning Rate: 0.1
2018-12-09 15:24:34,745 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 15:24:34,746 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 15:24:34,770 - lstmimpl - INFO - Probabilites for word buch : {}
2018-12-09 15:24:34,770 - lstmimpl - INFO - English: <eos> 

2018-12-09 15:24:34,770 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 15:24:34,796 - lstmimpl - INFO - Probabilites for word helfen : {}
2018-12-09 15:24:34,796 - lstmimpl - INFO - English: <eos> 

2018-12-09 15:24:34,796 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 15:24:34,823 - lstmimpl - INFO - Probabilites for word fahrrad : {}
2018-12-09 15:24:34,823 - lstmimpl - INFO - English: <eos> 

2018-12-09 15:24:34,824 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 15:24:34,864 - lstmimpl - INFO - Probabilites for word dexp : {}
2018-12-09 15:24:34,865 - lstmimpl - INFO - English: <eos> 

2018-12-09 15:24:34,865 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 15:24:34,901 - lstmimpl - INFO - Probabilites for word dexp : {}
2018-12-09 15:24:34,903 - lstmimpl - INFO - English: <eos> 

2018-12-09 15:24:34,906 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 15:24:34,989 - lstmimpl - INFO - Probabilites for word dexp : {}
2018-12-09 15:24:34,991 - lstmimpl - INFO - English: <eos> 

2018-12-09 15:24:34,992 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 15:24:35,021 - lstmimpl - INFO - Probabilites for word dexp : {}
2018-12-09 15:24:35,026 - lstmimpl - INFO - English: <eos> 

2018-12-09 15:24:35,031 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 15:24:35,100 - lstmimpl - INFO - Probabilites for word sonne : {}
2018-12-09 15:24:35,100 - lstmimpl - INFO - English: <eos> 

2018-12-09 15:24:35,100 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 15:24:35,121 - lstmimpl - INFO - Probabilites for word sein : {}
2018-12-09 15:24:35,122 - lstmimpl - INFO - English: <eos> 

2018-12-09 15:24:35,123 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 15:24:35,145 - lstmimpl - INFO - Probabilites for word dexp : {}
2018-12-09 15:24:35,147 - lstmimpl - INFO - English: <eos> 

2018-12-09 15:24:35,147 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 15:24:35,172 - lstmimpl - INFO - Probabilites for word weinen : {}
2018-12-09 15:24:35,173 - lstmimpl - INFO - English: <eos> 

2018-12-09 15:24:35,173 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 15:24:35,195 - lstmimpl - INFO - Probabilites for word vorbei : {}
2018-12-09 15:24:35,197 - lstmimpl - INFO - English: <eos> 

2018-12-09 15:24:35,197 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 15:24:35,221 - lstmimpl - INFO - Probabilites for word dexp : {}
2018-12-09 15:24:35,223 - lstmimpl - INFO - English: <eos> 

2018-12-09 15:24:35,223 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 15:24:35,245 - lstmimpl - INFO - Probabilites for word dexp : {}
2018-12-09 15:24:35,246 - lstmimpl - INFO - English: <eos> 

2018-12-09 15:24:35,247 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 15:24:35,271 - lstmimpl - INFO - Probabilites for word aus : {}
2018-12-09 15:24:35,272 - lstmimpl - INFO - English: <eos> 

2018-12-09 15:24:35,272 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 15:24:35,294 - lstmimpl - INFO - Probabilites for word auf : {}
2018-12-09 15:24:35,296 - lstmimpl - INFO - English: <eos> 

2018-12-09 15:24:35,296 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 15:24:35,319 - lstmimpl - INFO - Probabilites for word nicht : {}
2018-12-09 15:24:35,320 - lstmimpl - INFO - English: <eos> 

2018-12-09 15:24:35,321 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 15:24:35,347 - lstmimpl - INFO - Probabilites for word enttauscht : {}
2018-12-09 15:24:35,348 - lstmimpl - INFO - English: <eos> 

2018-12-09 15:24:35,349 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 15:24:35,373 - lstmimpl - INFO - Probabilites for word hei : {}
2018-12-09 15:24:35,374 - lstmimpl - INFO - English: <eos> 

2018-12-09 15:24:35,375 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 15:24:35,405 - lstmimpl - INFO - Probabilites for word dexp : {}
2018-12-09 15:24:35,407 - lstmimpl - INFO - English: <eos> 

2018-12-09 15:29:44,739 - lstmimpl - INFO - Epoch: 0, Iteration: 500, Encoder Loss: 20.852513520577908, Decoder Loss: 21.457975121576613, Learning Rate: 0.1
2018-12-09 15:29:44,740 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 15:29:44,779 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 15:29:44,826 - lstmimpl - INFO - Probabilites for word buch : {'song': 0.010986265647792775, 'sentence': 0.0038404648229628763, 'hand': 0.0037258080990188384, 'woman': 0.003567955443161255, 'well': 0.0030557052482328936}
2018-12-09 15:29:44,830 - lstmimpl - INFO - English: i is a song enxp <eos> 

2018-12-09 15:29:44,836 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 15:29:44,901 - lstmimpl - INFO - Probabilites for word helfen : {'song': 0.010788965296431498, 'sentence': 0.00374965926604878, 'hand': 0.0036384018979368957, 'woman': 0.003471505595068792, 'well': 0.002991811172151638}
2018-12-09 15:29:44,911 - lstmimpl - INFO - English: i is a song enxp <eos> 

2018-12-09 15:29:44,913 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 15:29:44,978 - lstmimpl - INFO - Probabilites for word fahrrad : {'song': 0.010601553075719415, 'sentence': 0.0037303594226404746, 'hand': 0.003570075528180643, 'woman': 0.0034577596088012493, 'well': 0.0028902444792959416}
2018-12-09 15:29:44,978 - lstmimpl - INFO - English: i is a song enxp <eos> 

2018-12-09 15:29:44,979 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 15:29:45,138 - lstmimpl - INFO - Probabilites for word dexp : {'song': 0.0119401514750285, 'enxp': 0.008012302642777169, 'hand': 0.003919224976176313, 'well': 0.0037932302805030464, 'sentence': 0.003625720345764932}
2018-12-09 15:29:45,139 - lstmimpl - INFO - English: i is a song enxp <eos> 

2018-12-09 15:29:45,139 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 15:29:45,244 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.016393021073279536, 'song': 0.011393454645516199, 'well': 0.003876282459743137, 'hand': 0.0038193694721464677, 'dead': 0.00380248154150295}
2018-12-09 15:29:45,245 - lstmimpl - INFO - English: i is a enxp enxp <eos> 

2018-12-09 15:29:45,245 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 15:29:45,312 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.10679513385494374, 'time': 0.008677583209479546, 'song': 0.0073953918779636535, 'dead': 0.006412376462118776, 'too': 0.0058952718823205115}
2018-12-09 15:29:45,314 - lstmimpl - INFO - English: i is a enxp enxp <eos> 

2018-12-09 15:29:45,314 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 15:29:45,426 - lstmimpl - INFO - Probabilites for word dexp : {'song': 0.011770770657239568, 'enxp': 0.009417570324908005, 'hand': 0.00388093316677279, 'well': 0.0037968220719859953, 'sentence': 0.0035500926897265206}
2018-12-09 15:29:45,428 - lstmimpl - INFO - English: i is a song enxp <eos> 

2018-12-09 15:29:45,429 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 15:29:45,537 - lstmimpl - INFO - Probabilites for word sonne : {'song': 0.010153425813677858, 'sentence': 0.003625666307212948, 'hand': 0.0035101871812424166, 'woman': 0.003353477004224159, 'sun': 0.0028947875515027764}
2018-12-09 15:29:45,539 - lstmimpl - INFO - English: i is a song enxp <eos> 

2018-12-09 15:29:45,540 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 15:29:45,626 - lstmimpl - INFO - Probabilites for word sein : {'song': 0.00969810565559367, 'sentence': 0.0033280060211124405, 'hand': 0.0031681260230091456, 'woman': 0.0030630863872776006, 'sun': 0.0028441525701407267}
2018-12-09 15:29:45,628 - lstmimpl - INFO - English: i is a song enxp <eos> 

2018-12-09 15:29:45,629 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 15:29:45,723 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.01369407082645219, 'song': 0.011565853681343566, 'well': 0.0038673017327178687, 'hand': 0.003856982812984863, 'dead': 0.00356605223819023}
2018-12-09 15:29:45,724 - lstmimpl - INFO - English: i is a enxp enxp <eos> 

2018-12-09 15:29:45,724 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 15:29:45,833 - lstmimpl - INFO - Probabilites for word weinen : {'song': 0.010137250904544318, 'sentence': 0.0035904868342598252, 'hand': 0.0034664070382950324, 'woman': 0.0033224497997335263, 'well': 0.002790768348444424}
2018-12-09 15:29:45,834 - lstmimpl - INFO - English: i is a song enxp <eos> 

2018-12-09 15:29:45,835 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 15:29:45,914 - lstmimpl - INFO - Probabilites for word vorbei : {'song': 0.01075573145034626, 'sentence': 0.003625922061908349, 'hand': 0.0035451741400352684, 'woman': 0.003357849099151214, 'well': 0.0029949946865265244}
2018-12-09 15:29:45,916 - lstmimpl - INFO - English: i is a song enxp <eos> 

2018-12-09 15:29:45,917 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 15:29:45,984 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.049526009874509495, 'song': 0.00950852206404019, 'time': 0.00628778583004464, 'dead': 0.005390731229051581, 'too': 0.004590900102271469}
2018-12-09 15:29:45,987 - lstmimpl - INFO - English: i is a enxp enxp <eos> 

2018-12-09 15:29:45,988 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 15:29:46,071 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.02680040041933092, 'song': 0.010467135306436299, 'time': 0.0047716001618130265, 'dead': 0.004455652215601895, 'well': 0.003811796072744003}
2018-12-09 15:29:46,074 - lstmimpl - INFO - English: i is a enxp enxp <eos> 

2018-12-09 15:29:46,075 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 15:29:46,203 - lstmimpl - INFO - Probabilites for word aus : {'song': 0.011154371010099695, 'sentence': 0.0038742339176734996, 'hand': 0.0038310449634326228, 'woman': 0.0036010667361635468, 'well': 0.003171843684170698}
2018-12-09 15:29:46,206 - lstmimpl - INFO - English: i is a song enxp <eos> 

2018-12-09 15:29:46,207 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 15:29:46,328 - lstmimpl - INFO - Probabilites for word auf : {'song': 0.010737763605068947, 'sentence': 0.0037953755522276865, 'hand': 0.0037069065290747955, 'woman': 0.0035199815684694973, 'well': 0.0029949210928426956}
2018-12-09 15:29:46,330 - lstmimpl - INFO - English: i is a song enxp <eos> 

2018-12-09 15:29:46,331 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 15:29:46,468 - lstmimpl - INFO - Probabilites for word nicht : {'song': 0.01103827090680454, 'sentence': 0.0037895496764121547, 'hand': 0.0036572970434494605, 'woman': 0.003515124725487008, 'well': 0.0030290425694566897}
2018-12-09 15:29:46,470 - lstmimpl - INFO - English: i is a song enxp <eos> 

2018-12-09 15:29:46,471 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 15:29:46,573 - lstmimpl - INFO - Probabilites for word enttauscht : {'song': 0.011550843972882014, 'sentence': 0.003922468310888908, 'hand': 0.0038232503776273047, 'woman': 0.003652687281054217, 'well': 0.003214102388985654}
2018-12-09 15:29:46,575 - lstmimpl - INFO - English: i is a song enxp <eos> 

2018-12-09 15:29:46,576 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 15:29:46,664 - lstmimpl - INFO - Probabilites for word hei : {'song': 0.010144795182868467, 'sentence': 0.0035977758337580154, 'hand': 0.003494397526346149, 'woman': 0.0033244255535245563, 'sun': 0.0028208628781694004}
2018-12-09 15:29:46,666 - lstmimpl - INFO - English: i is a song enxp <eos> 

2018-12-09 15:29:46,667 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 15:29:46,795 - lstmimpl - INFO - Probabilites for word dexp : {'song': 0.012146999974556278, 'enxp': 0.005134301506179061, 'hand': 0.003943850569129095, 'sentence': 0.003750668950893054, 'well': 0.003708824490005877}
2018-12-09 15:29:46,797 - lstmimpl - INFO - English: i is a song enxp <eos> 

2018-12-09 15:34:38,252 - lstmimpl - INFO - Epoch: 0, Iteration: 1000, Encoder Loss: 28.058948486686322, Decoder Loss: 22.985727315214152, Learning Rate: 0.1
2018-12-09 15:34:38,255 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 15:34:38,552 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 15:34:38,586 - lstmimpl - INFO - Probabilites for word buch : {'song': 0.006960101908299001, 'black': 0.003203726200541923, 'alone': 0.002513451491720593, 'job': 0.002381759870854849, 'hand': 0.0023700378040186747}
2018-12-09 15:34:38,587 - lstmimpl - INFO - English: i is a song enxp <eos> 

2018-12-09 15:34:38,587 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 15:34:38,621 - lstmimpl - INFO - Probabilites for word helfen : {'song': 0.006647377919015926, 'black': 0.003270063871988483, 'alone': 0.0027178641198089427, 'there': 0.0024913112262203974, 'job': 0.002353647004353807}
2018-12-09 15:34:38,621 - lstmimpl - INFO - English: i is a song enxp <eos> 

2018-12-09 15:34:38,622 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 15:34:38,657 - lstmimpl - INFO - Probabilites for word fahrrad : {'song': 0.0068578669806710745, 'black': 0.003206915191150799, 'alone': 0.0026486588147865723, 'there': 0.002358605362827683, 'job': 0.0022878153817946522}
2018-12-09 15:34:38,658 - lstmimpl - INFO - English: i is a song enxp <eos> 

2018-12-09 15:34:38,658 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 15:34:38,692 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9998182254100862, 'me': 5.726124191237445e-05, '<eos>': 2.127856958894114e-05, 'tom': 1.6808362730083243e-05, 'there': 7.314031432783648e-06}
2018-12-09 15:34:38,693 - lstmimpl - INFO - English: i is enxp enxp enxp <eos> 

2018-12-09 15:34:38,693 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 15:34:38,727 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9997617422916597, 'me': 7.390253343619266e-05, '<eos>': 2.6389059517610564e-05, 'tom': 2.0272785417444168e-05, 'there': 9.54953860194377e-06}
2018-12-09 15:34:38,727 - lstmimpl - INFO - English: i is enxp enxp enxp <eos> 

2018-12-09 15:34:38,728 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 15:34:38,763 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999286550342782, 'me': 2.2644653961155145e-05, 'tom': 9.042939633421588e-06, '<eos>': 6.669715431192507e-06, 'there': 2.955090336150394e-06}
2018-12-09 15:34:38,764 - lstmimpl - INFO - English: tom is enxp enxp enxp <eos> 

2018-12-09 15:34:38,764 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 15:34:38,798 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9997431976767102, 'me': 7.827857773863907e-05, '<eos>': 2.7945438515471223e-05, 'tom': 2.182921590888662e-05, 'there': 1.0417136032328861e-05}
2018-12-09 15:34:38,798 - lstmimpl - INFO - English: i is enxp enxp enxp <eos> 

2018-12-09 15:34:38,799 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 15:34:38,833 - lstmimpl - INFO - Probabilites for word sonne : {'song': 0.006584826911081686, 'black': 0.003138319226429947, 'alone': 0.003059401987390553, 'there': 0.002610759418961888, 'traveling': 0.002208488959930467}
2018-12-09 15:34:38,833 - lstmimpl - INFO - English: i is a song enxp <eos> 

2018-12-09 15:34:38,834 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 15:34:38,868 - lstmimpl - INFO - Probabilites for word sein : {'song': 0.003984147245965049, 'black': 0.0037546848322873336, 'there': 0.0031746173937304886, 'traveling': 0.0031211412152506966, 'alone': 0.0027402704668843788}
2018-12-09 15:34:38,868 - lstmimpl - INFO - English: i is the song enxp <eos> 

2018-12-09 15:34:38,869 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 15:34:38,903 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9998067304963586, 'me': 6.110105034604815e-05, '<eos>': 2.2378924410411474e-05, 'tom': 1.7335244668243398e-05, 'there': 7.704591841424635e-06}
2018-12-09 15:34:38,903 - lstmimpl - INFO - English: i is enxp enxp enxp <eos> 

2018-12-09 15:34:38,904 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 15:34:38,943 - lstmimpl - INFO - Probabilites for word weinen : {'song': 0.0072124346544569585, 'enxp': 0.003197428813982475, 'black': 0.003121419172474223, 'hand': 0.0025864968293951994, 'job': 0.002536123111795679}
2018-12-09 15:34:38,943 - lstmimpl - INFO - English: i is a song enxp <eos> 

2018-12-09 15:34:38,944 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 15:34:38,977 - lstmimpl - INFO - Probabilites for word vorbei : {'enxp': 0.05666165524735522, 'song': 0.0071081960671374135, 'books': 0.004117160284252049, 'me': 0.004016339101897979, 'dog': 0.003883459400358666}
2018-12-09 15:34:38,978 - lstmimpl - INFO - English: i is a enxp enxp <eos> 

2018-12-09 15:34:38,978 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 15:34:39,012 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999022317257548, 'me': 3.1691501455047826e-05, '<eos>': 1.343483874713015e-05, 'tom': 1.067144263006454e-05, 'there': 3.7695692330250323e-06}
2018-12-09 15:34:39,013 - lstmimpl - INFO - English: i is enxp enxp enxp <eos> 

2018-12-09 15:34:39,013 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 15:34:39,047 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999475033186939, 'me': 1.6614969868595128e-05, 'tom': 7.302920922128481e-06, '<eos>': 5.185591866317022e-06, 'there': 2.1091588386467016e-06}
2018-12-09 15:34:39,048 - lstmimpl - INFO - English: tom is enxp enxp enxp <eos> 

2018-12-09 15:34:39,048 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 15:34:39,084 - lstmimpl - INFO - Probabilites for word aus : {'song': 0.0071916907803603386, 'enxp': 0.004389777761056852, 'black': 0.0030970140215493664, 'hand': 0.0026677420113093856, 'job': 0.0025878501480920066}
2018-12-09 15:34:39,084 - lstmimpl - INFO - English: i is a song enxp <eos> 

2018-12-09 15:34:39,085 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 15:34:39,119 - lstmimpl - INFO - Probabilites for word auf : {'song': 0.006823198845532873, 'black': 0.0033648618389878404, 'alone': 0.0025649451453550287, 'hand': 0.002468914739210386, 'today': 0.002422866793472143}
2018-12-09 15:34:39,119 - lstmimpl - INFO - English: i is a song enxp <eos> 

2018-12-09 15:34:39,120 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 15:34:39,155 - lstmimpl - INFO - Probabilites for word nicht : {'song': 0.006950509538025112, 'black': 0.003229518053947867, 'alone': 0.0024675392723735186, 'hand': 0.0024426997575461135, 'job': 0.0024172235520377237}
2018-12-09 15:34:39,155 - lstmimpl - INFO - English: i is a song enxp <eos> 

2018-12-09 15:34:39,156 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 15:34:39,189 - lstmimpl - INFO - Probabilites for word enttauscht : {'song': 0.007138258357419894, 'black': 0.003142345915750086, 'hand': 0.002479217398310298, 'job': 0.0024532167041494296, 'enxp': 0.002432680563712681}
2018-12-09 15:34:39,190 - lstmimpl - INFO - English: i is a song enxp <eos> 

2018-12-09 15:34:39,190 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 15:34:39,224 - lstmimpl - INFO - Probabilites for word hei : {'song': 0.006915643491256831, 'black': 0.0032990206067563628, 'hand': 0.0024905013315650593, 'alone': 0.0024812356641895307, 'job': 0.002454766845332757}
2018-12-09 15:34:39,225 - lstmimpl - INFO - English: i is a song enxp <eos> 

2018-12-09 15:34:39,226 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 15:34:39,259 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.1219054255079763, 'song': 0.006248860225466328, 'me': 0.005376527566616361, 'there': 0.0046708599210673885, 'dog': 0.004411702994094585}
2018-12-09 15:34:39,260 - lstmimpl - INFO - English: i is a enxp enxp <eos> 

2018-12-09 15:39:16,570 - lstmimpl - INFO - Epoch: 0, Iteration: 1500, Encoder Loss: 18.315570005094074, Decoder Loss: 21.994365257276392, Learning Rate: 0.1
2018-12-09 15:39:16,571 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 15:39:16,876 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 15:39:16,910 - lstmimpl - INFO - Probabilites for word buch : {'delicious': 0.00902168150003302, 'doctor': 0.004920825545155979, 'useless': 0.0033532139419648853, 'song': 0.003167141812212697, 'gas': 0.003164030082805646}
2018-12-09 15:39:16,910 - lstmimpl - INFO - English: i have a delicious enxp <eos> 

2018-12-09 15:39:16,911 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 15:39:16,944 - lstmimpl - INFO - Probabilites for word helfen : {'delicious': 0.008812603982158596, 'doctor': 0.0047616379027244785, 'useless': 0.003476554472412399, 'song': 0.0032213154994718022, 'gas': 0.0031339036609445707}
2018-12-09 15:39:16,945 - lstmimpl - INFO - English: i have a delicious enxp <eos> 

2018-12-09 15:39:16,945 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 15:39:16,979 - lstmimpl - INFO - Probabilites for word fahrrad : {'delicious': 0.008976044747232141, 'doctor': 0.004936277438614044, 'useless': 0.0033375976749561794, 'misanthrope': 0.0031518047088025967, 'song': 0.0031310165925406497}
2018-12-09 15:39:16,979 - lstmimpl - INFO - English: i have a delicious enxp <eos> 

2018-12-09 15:39:16,980 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 15:39:17,013 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.0427347612515049, 'fast': 0.007405836335241861, 'hand': 0.006838982095692631, 'together': 0.0066593487465389616, 'useless': 0.006022623181019584}
2018-12-09 15:39:17,014 - lstmimpl - INFO - English: tom is very enxp enxp <eos> 

2018-12-09 15:39:17,014 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 15:39:17,048 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.539925651775713, 'together': 0.007064537778055941, 'fast': 0.006504151091633778, 'birds': 0.004411302058839441, 'there': 0.004381470442651603}
2018-12-09 15:39:17,049 - lstmimpl - INFO - English: tom is very enxp enxp <eos> 

2018-12-09 15:39:17,049 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 15:39:17,082 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999712388444006, 'tom': 2.201687155752519e-06, 'me': 2.0466801894015354e-06, '<eos>': 1.5341050268366063e-06, 'together': 1.4782885587322205e-06}
2018-12-09 15:39:17,083 - lstmimpl - INFO - English: tom is enxp enxp enxp <eos> 

2018-12-09 15:39:17,084 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 15:39:17,117 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.7903361776162665, 'together': 0.003944005562717401, 'fast': 0.0035157786457579343, 'there': 0.002605661489504583, 'birds': 0.0025642582007385033}
2018-12-09 15:39:17,118 - lstmimpl - INFO - English: tom is very enxp enxp <eos> 

2018-12-09 15:39:17,118 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 15:39:17,153 - lstmimpl - INFO - Probabilites for word sonne : {'delicious': 0.009201287196105357, 'doctor': 0.004953345673126937, 'useless': 0.003472589364568895, 'song': 0.003129869344946972, 'misanthrope': 0.0031276367572410833}
2018-12-09 15:39:17,154 - lstmimpl - INFO - English: i have a delicious enxp <eos> 

2018-12-09 15:39:17,154 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 15:39:17,188 - lstmimpl - INFO - Probabilites for word sein : {'delicious': 0.009037764812792575, 'doctor': 0.0048375236653651005, 'useless': 0.004318294011969626, 'animals': 0.003278331811769008, 'yes': 0.003151213976009339}
2018-12-09 15:39:17,189 - lstmimpl - INFO - English: i have a delicious enxp <eos> 

2018-12-09 15:39:17,189 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 15:39:17,222 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.04663266915309869, 'fast': 0.0071749631890339815, 'hand': 0.0069377267059948155, 'together': 0.006706826703270373, 'today': 0.006176578338631449}
2018-12-09 15:39:17,223 - lstmimpl - INFO - English: tom is very enxp enxp <eos> 

2018-12-09 15:39:17,224 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 15:39:17,257 - lstmimpl - INFO - Probabilites for word weinen : {'delicious': 0.007826342134925737, 'doctor': 0.0052274632661914, 'misanthrope': 0.0032486068956061333, 'problem': 0.0032284019367309915, 'door': 0.0030624144643493856}
2018-12-09 15:39:17,258 - lstmimpl - INFO - English: i have a delicious enxp <eos> 

2018-12-09 15:39:17,258 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 15:39:17,292 - lstmimpl - INFO - Probabilites for word vorbei : {'enxp': 0.061413777046555436, 'fast': 0.007120632598971007, 'hand': 0.007111522025654001, 'today': 0.006947822222668333, 'together': 0.00692322265049194}
2018-12-09 15:39:17,292 - lstmimpl - INFO - English: tom is very enxp enxp <eos> 

2018-12-09 15:39:17,293 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 15:39:17,331 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999082144362199, 'together': 5.606293380240766e-06, 'me': 4.989690684611571e-06, 'tom': 4.654254863070883e-06, '<eos>': 3.860886678085664e-06}
2018-12-09 15:39:17,331 - lstmimpl - INFO - English: tom is enxp enxp enxp <eos> 

2018-12-09 15:39:17,332 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 15:39:17,371 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999846022254494, 'tom': 1.455628601916355e-06, 'me': 1.1733375158765149e-06, '<eos>': 8.392127572199817e-07, 'together': 6.235088482864568e-07}
2018-12-09 15:39:17,372 - lstmimpl - INFO - English: tom is enxp enxp enxp <eos> 

2018-12-09 15:39:17,372 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 15:39:17,406 - lstmimpl - INFO - Probabilites for word aus : {'delicious': 0.008431586305845526, 'doctor': 0.005120954542871793, 'useless': 0.0031679078964775118, 'misanthrope': 0.0031165308695267516, 'problem': 0.0030586627968650372}
2018-12-09 15:39:17,406 - lstmimpl - INFO - English: i have a delicious enxp <eos> 

2018-12-09 15:39:17,407 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 15:39:17,440 - lstmimpl - INFO - Probabilites for word auf : {'enxp': 0.018092570751662644, 'hand': 0.007079535600989589, 'fast': 0.006623465143794026, 'today': 0.00602624844634543, 'together': 0.005678753674230433}
2018-12-09 15:39:17,441 - lstmimpl - INFO - English: tom is very enxp enxp <eos> 

2018-12-09 15:39:17,441 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 15:39:17,475 - lstmimpl - INFO - Probabilites for word nicht : {'delicious': 0.005848373275149666, 'doctor': 0.004585995591030757, 'hand': 0.0035092971029780755, 'door': 0.0031872721130746604, 'problem': 0.003127013049609745}
2018-12-09 15:39:17,476 - lstmimpl - INFO - English: i have a delicious enxp <eos> 

2018-12-09 15:39:17,476 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 15:39:17,509 - lstmimpl - INFO - Probabilites for word enttauscht : {'hand': 0.006775725355117955, 'enxp': 0.006732386624869569, 'fast': 0.005420434747540157, 'wrong': 0.0053859219714195656, 'delicious': 0.005346636661252437}
2018-12-09 15:39:17,510 - lstmimpl - INFO - English: tom is very hand enxp <eos> 

2018-12-09 15:39:17,510 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 15:39:17,544 - lstmimpl - INFO - Probabilites for word hei : {'delicious': 0.008781499327992829, 'doctor': 0.005259895538467112, 'misanthrope': 0.0032374942536898313, 'useless': 0.003198927202468704, 'problem': 0.0031101902151216185}
2018-12-09 15:39:17,545 - lstmimpl - INFO - English: i have a delicious enxp <eos> 

2018-12-09 15:39:17,545 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 15:39:17,578 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.015221649949171792, 'hand': 0.006826432626029425, 'fast': 0.006623461211960144, 'together': 0.005652691043251667, 'today': 0.005633686243500327}
2018-12-09 15:39:17,579 - lstmimpl - INFO - English: tom is very enxp enxp <eos> 

2018-12-09 15:43:56,998 - lstmimpl - INFO - Epoch: 0, Iteration: 2000, Encoder Loss: 14.245133911283013, Decoder Loss: 13.581883197736346, Learning Rate: 0.1
2018-12-09 15:43:57,000 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 15:43:57,001 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 15:43:57,034 - lstmimpl - INFO - Probabilites for word buch : {'question': 0.006665794412434657, 'teacher': 0.00626072028681035, 'lot': 0.006114265253078909, 'happy': 0.00550781613896544, 'whore': 0.00395056087331759}
2018-12-09 15:43:57,035 - lstmimpl - INFO - English: i have a question enxp <eos> 

2018-12-09 15:43:57,036 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 15:43:57,069 - lstmimpl - INFO - Probabilites for word helfen : {'question': 0.006427117502085903, 'teacher': 0.006162861326695175, 'lot': 0.006088357771067366, 'happy': 0.005698767075928861, 'whore': 0.0038910522727491786}
2018-12-09 15:43:57,070 - lstmimpl - INFO - English: i have a question enxp <eos> 

2018-12-09 15:43:57,070 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 15:43:57,104 - lstmimpl - INFO - Probabilites for word fahrrad : {'question': 0.006370842937685369, 'teacher': 0.006109057070080917, 'lot': 0.0058256029593544085, 'happy': 0.005055426935149283, 'song': 0.00393240119351728}
2018-12-09 15:43:57,104 - lstmimpl - INFO - English: i have a question enxp <eos> 

2018-12-09 15:43:57,105 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 15:43:57,140 - lstmimpl - INFO - Probabilites for word dexp : {'happy': 0.008540751424792797, 'question': 0.007082237876083717, 'lot': 0.006020935041786197, 'teacher': 0.005391097940708286, 'tomorrow': 0.005091728889823653}
2018-12-09 15:43:57,140 - lstmimpl - INFO - English: i have a happy enxp <eos> 

2018-12-09 15:43:57,141 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 15:43:57,174 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999272649322056, 'me': 1.7245984572367335e-05, 'tom': 7.748051010562864e-06, '<eos>': 6.533242912588859e-06, 'it': 6.4722263875307624e-06}
2018-12-09 15:43:57,175 - lstmimpl - INFO - English: i am enxp enxp enxp <eos> 

2018-12-09 15:43:57,175 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 15:43:57,209 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999347764743708, 'me': 1.4256125939078246e-05, '<eos>': 7.666515950184575e-06, 'tom': 7.13432693145158e-06, 'it': 6.810534221440926e-06}
2018-12-09 15:43:57,209 - lstmimpl - INFO - English: i am enxp enxp enxp <eos> 

2018-12-09 15:43:57,210 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 15:43:57,243 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9998933302035399, 'me': 2.827436211928886e-05, 'tom': 8.826515220022534e-06, 'it': 7.830611687802033e-06, '<eos>': 7.460262644560251e-06}
2018-12-09 15:43:57,244 - lstmimpl - INFO - English: i am enxp enxp enxp <eos> 

2018-12-09 15:43:57,244 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 15:43:57,283 - lstmimpl - INFO - Probabilites for word sonne : {'question': 0.006962602763203383, 'teacher': 0.006444452477158163, 'lot': 0.006338368250439829, 'happy': 0.0059693110439271, 'whore': 0.004091153199434256}
2018-12-09 15:43:57,284 - lstmimpl - INFO - English: i have a question enxp <eos> 

2018-12-09 15:43:57,284 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 15:43:57,317 - lstmimpl - INFO - Probabilites for word sein : {'teacher': 0.005468874712473059, 'question': 0.00529263969845284, 'car': 0.0040473705829723195, 'lot': 0.003924562622399751, 'room': 0.0036011367074813994}
2018-12-09 15:43:57,318 - lstmimpl - INFO - English: i have the teacher enxp <eos> 

2018-12-09 15:43:57,319 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 15:43:57,358 - lstmimpl - INFO - Probabilites for word dexp : {'happy': 0.008485250305687947, 'question': 0.006855327339151844, 'tomorrow': 0.005885276399513103, 'lot': 0.005767890271301447, 'enxp': 0.005413853889694544}
2018-12-09 15:43:57,359 - lstmimpl - INFO - English: i have a happy enxp <eos> 

2018-12-09 15:43:57,359 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 15:43:57,393 - lstmimpl - INFO - Probabilites for word weinen : {'happy': 0.008286210140651838, 'question': 0.00820615446980418, 'lot': 0.007341840397215173, 'teacher': 0.006622700209012819, 'whore': 0.004412628643270584}
2018-12-09 15:43:57,393 - lstmimpl - INFO - English: i have a happy enxp <eos> 

2018-12-09 15:43:57,394 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 15:43:57,428 - lstmimpl - INFO - Probabilites for word vorbei : {'happy': 0.009172063370301721, 'question': 0.009144360678428037, 'lot': 0.00796739732608885, 'teacher': 0.006787504651746197, 'whore': 0.004585082859522966}
2018-12-09 15:43:57,429 - lstmimpl - INFO - English: i have a happy enxp <eos> 

2018-12-09 15:43:57,429 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 15:43:57,463 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.999889321381356, 'me': 2.979543973711933e-05, 'tom': 9.397097421421058e-06, 'it': 8.527848805437732e-06, '<eos>': 8.424402187093687e-06}
2018-12-09 15:43:57,464 - lstmimpl - INFO - English: i am enxp enxp enxp <eos> 

2018-12-09 15:43:57,464 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 15:43:57,498 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999330260399903, 'me': 1.3801776392077799e-05, 'tom': 8.293768327972778e-06, '<eos>': 7.692763236525916e-06, 'it': 7.247282831755205e-06}
2018-12-09 15:43:57,498 - lstmimpl - INFO - English: i am enxp enxp enxp <eos> 

2018-12-09 15:43:57,499 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 15:43:57,532 - lstmimpl - INFO - Probabilites for word aus : {'happy': 0.008152793305012628, 'question': 0.007723782991077504, 'lot': 0.006880083496779159, 'teacher': 0.0061241426113791434, 'whore': 0.004124064543481485}
2018-12-09 15:43:57,533 - lstmimpl - INFO - English: i have a happy enxp <eos> 

2018-12-09 15:43:57,533 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 15:43:57,567 - lstmimpl - INFO - Probabilites for word auf : {'enxp': 0.9811339955919743, 'me': 0.0017349799828037667, 'there': 0.0008498061714261123, 'hair': 0.0006463935232420689, 'english': 0.0006186871042011137}
2018-12-09 15:43:57,567 - lstmimpl - INFO - English: i am him enxp enxp <eos> 

2018-12-09 15:43:57,568 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 15:43:57,601 - lstmimpl - INFO - Probabilites for word nicht : {'happy': 0.01157472060334894, 'question': 0.00861755443942012, 'lot': 0.006684672974852962, 'teacher': 0.0057403094319698755, 'enxp': 0.00522376134326118}
2018-12-09 15:43:57,602 - lstmimpl - INFO - English: i am a happy enxp <eos> 

2018-12-09 15:43:57,602 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 15:43:57,636 - lstmimpl - INFO - Probabilites for word enttauscht : {'enxp': 0.03345090130999528, 'happy': 0.010892066770797085, 'tomorrow': 0.008154996837530251, 'question': 0.007355146584387212, 'english': 0.006051297432720344}
2018-12-09 15:43:57,637 - lstmimpl - INFO - English: i am a enxp enxp <eos> 

2018-12-09 15:43:57,637 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 15:43:57,671 - lstmimpl - INFO - Probabilites for word hei : {'question': 0.007812845890175387, 'teacher': 0.007090069736333138, 'lot': 0.0068969373472264495, 'happy': 0.006208082599591855, 'song': 0.004564239109213491}
2018-12-09 15:43:57,671 - lstmimpl - INFO - English: i have a question enxp <eos> 

2018-12-09 15:43:57,672 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 15:43:57,705 - lstmimpl - INFO - Probabilites for word dexp : {'happy': 0.0081572836443339, 'tomorrow': 0.006458193220315034, 'question': 0.00643872240801044, 'enxp': 0.006100678233132565, 'lot': 0.005444391854799893}
2018-12-09 15:43:57,706 - lstmimpl - INFO - English: i have a happy enxp <eos> 

2018-12-09 15:48:37,793 - lstmimpl - INFO - Epoch: 0, Iteration: 2500, Encoder Loss: 27.192233320577525, Decoder Loss: 32.343569251827944, Learning Rate: 0.1
2018-12-09 15:48:37,795 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 15:48:38,089 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 15:48:38,152 - lstmimpl - INFO - Probabilites for word buch : {'break': 0.0065995969571553455, 'black': 0.005501992419539724, 'song': 0.0052934819529199375, 'dog': 0.005161190641573331, 'sentence': 0.005046594505417224}
2018-12-09 15:48:38,153 - lstmimpl - INFO - English: i have a break enxp <eos> 

2018-12-09 15:48:38,154 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 15:48:38,187 - lstmimpl - INFO - Probabilites for word helfen : {'lot': 0.006994751816104996, 'sentence': 0.006799030728400477, 'sister': 0.005636760889832232, 'question': 0.005518392536102079, 'eyes': 0.005100044150186356}
2018-12-09 15:48:38,188 - lstmimpl - INFO - English: i have a lot enxp <eos> 

2018-12-09 15:48:38,188 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 15:48:38,222 - lstmimpl - INFO - Probabilites for word fahrrad : {'break': 0.006560413813389969, 'black': 0.005410380727450961, 'dog': 0.0053999024811489365, 'sentence': 0.0049432598189302086, 'room': 0.00494073503325767}
2018-12-09 15:48:38,222 - lstmimpl - INFO - English: i have a break enxp <eos> 

2018-12-09 15:48:38,223 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 15:48:38,256 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.5606334243186109, 'here': 0.026848565553319992, 'me': 0.025758588586784446, 'it': 0.016961795923054458, 'there': 0.012097945398681201}
2018-12-09 15:48:38,257 - lstmimpl - INFO - English: i have him enxp enxp <eos> 

2018-12-09 15:48:38,257 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 15:48:38,291 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9957948427773791, 'me': 0.0005236407991101393, 'it': 0.0004495996482951339, 'tom': 0.0002900581444978801, 'here': 0.0002590344902284419}
2018-12-09 15:48:38,291 - lstmimpl - INFO - English: i am him enxp enxp <eos> 

2018-12-09 15:48:38,292 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 15:48:38,325 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9998003042124207, '<eos>': 4.10446050533367e-05, 'me': 3.580290245280001e-05, 'it': 3.4773018814849446e-05, 'tom': 2.2289719499535058e-05}
2018-12-09 15:48:38,326 - lstmimpl - INFO - English: i am enxp enxp enxp <eos> 

2018-12-09 15:48:38,326 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 15:48:38,366 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9449710464028286, 'me': 0.005666139752172727, 'it': 0.005118546781247995, 'here': 0.003898837579571565, 'there': 0.002593967606760657}
2018-12-09 15:48:38,367 - lstmimpl - INFO - English: i have him enxp enxp <eos> 

2018-12-09 15:48:38,367 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 15:48:38,404 - lstmimpl - INFO - Probabilites for word sonne : {'sentence': 0.005948567868863918, 'lot': 0.00578918857830442, 'break': 0.0053464655003637685, 'dog': 0.005039784878003563, 'room': 0.005000108816037575}
2018-12-09 15:48:38,405 - lstmimpl - INFO - English: i have a sentence enxp <eos> 

2018-12-09 15:48:38,405 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 15:48:38,439 - lstmimpl - INFO - Probabilites for word sein : {'lot': 0.0060393732608860235, 'dog': 0.005356331938709592, 'sentence': 0.005329972414628439, 'friend': 0.005102619616667849, 'sister': 0.004824745887783941}
2018-12-09 15:48:38,439 - lstmimpl - INFO - English: i have a lot enxp <eos> 

2018-12-09 15:48:38,440 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 15:48:38,473 - lstmimpl - INFO - Probabilites for word dexp : {'sentence': 0.008071941224188379, 'lot': 0.00805851303412119, 'happy': 0.006201754044111852, 'question': 0.005895814033633671, 'eyes': 0.005676337519032931}
2018-12-09 15:48:38,474 - lstmimpl - INFO - English: i have a sentence enxp <eos> 

2018-12-09 15:48:38,474 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 15:48:38,508 - lstmimpl - INFO - Probabilites for word weinen : {'lot': 0.007199464271696132, 'sentence': 0.006983954530490468, 'question': 0.005550497981575691, 'sister': 0.005176047889669922, 'eyes': 0.005064000482351236}
2018-12-09 15:48:38,509 - lstmimpl - INFO - English: i have a lot enxp <eos> 

2018-12-09 15:48:38,509 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 15:48:38,543 - lstmimpl - INFO - Probabilites for word vorbei : {'black': 0.01821954264193024, 'sweet': 0.01362176760350171, 'very': 0.01076431318855571, 'fast': 0.010017794663062254, 'works': 0.005671442983643065}
2018-12-09 15:48:38,543 - lstmimpl - INFO - English: the friend is black enxp <eos> 

2018-12-09 15:48:38,544 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 15:48:38,582 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.8940924766657343, 'it': 0.010939426526997682, 'me': 0.010659143015124932, 'here': 0.006809972368525753, 'tom': 0.005073400260335874}
2018-12-09 15:48:38,583 - lstmimpl - INFO - English: i have him enxp enxp <eos> 

2018-12-09 15:48:38,583 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 15:48:38,617 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.999155861475429, '<eos>': 0.00031248366650434993, 'it': 0.00017759678101855823, 'tom': 7.190744939900877e-05, 'me': 7.082756998186191e-05}
2018-12-09 15:48:38,617 - lstmimpl - INFO - English: i saw enxp enxp enxp <eos> 

2018-12-09 15:48:38,618 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 15:48:38,653 - lstmimpl - INFO - Probabilites for word aus : {'lot': 0.007889624739264064, 'sentence': 0.007268803085005977, 'eyes': 0.005572725845236547, 'question': 0.005524633909122348, 'sister': 0.005452636290160364}
2018-12-09 15:48:38,654 - lstmimpl - INFO - English: i have a lot enxp <eos> 

2018-12-09 15:48:38,654 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 15:48:38,688 - lstmimpl - INFO - Probabilites for word auf : {'lot': 0.007731163739546825, 'sentence': 0.007199176645976197, 'question': 0.005587473316624256, 'sister': 0.005389551697355873, 'eyes': 0.005330913490270119}
2018-12-09 15:48:38,689 - lstmimpl - INFO - English: i have a lot enxp <eos> 

2018-12-09 15:48:38,689 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 15:48:38,723 - lstmimpl - INFO - Probabilites for word nicht : {'sentence': 0.006793486772784088, 'brother': 0.006155580987027566, 'room': 0.00588333393432133, 'friend': 0.005744774918318252, 'father': 0.004929922146309064}
2018-12-09 15:48:38,723 - lstmimpl - INFO - English: i have the sentence enxp <eos> 

2018-12-09 15:48:38,724 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 15:48:38,758 - lstmimpl - INFO - Probabilites for word enttauscht : {'lot': 0.00783372132702671, 'sentence': 0.007459414817521642, 'question': 0.005655952673292659, 'eyes': 0.005391044781010691, 'sister': 0.005271179776854805}
2018-12-09 15:48:38,758 - lstmimpl - INFO - English: i have a lot enxp <eos> 

2018-12-09 15:48:38,759 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 15:48:38,792 - lstmimpl - INFO - Probabilites for word hei : {'sentence': 0.006125656325204825, 'lot': 0.006026741729788749, 'question': 0.0059358308168294726, 'song': 0.005500260842634892, 'break': 0.005477698453672341}
2018-12-09 15:48:38,793 - lstmimpl - INFO - English: i have a sentence enxp <eos> 

2018-12-09 15:48:38,793 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 15:48:38,827 - lstmimpl - INFO - Probabilites for word dexp : {'lot': 0.007769268648963641, 'sentence': 0.007719453735356785, 'question': 0.0056983588994095015, 'eyes': 0.005547630806118393, 'happy': 0.005462397954932069}
2018-12-09 15:48:38,827 - lstmimpl - INFO - English: i have a lot enxp <eos> 

2018-12-09 15:53:30,594 - lstmimpl - INFO - Epoch: 0, Iteration: 3000, Encoder Loss: 15.985217688749566, Decoder Loss: 18.854233511671254, Learning Rate: 0.1
2018-12-09 15:53:30,595 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 15:53:30,892 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 15:53:30,925 - lstmimpl - INFO - Probabilites for word buch : {'big': 0.011444599412504563, 'friend': 0.008826939543681817, 'yes': 0.008707081269702004, 'house': 0.008212903529212959, 'song': 0.007377669987834765}
2018-12-09 15:53:30,926 - lstmimpl - INFO - English: i dont a big enxp <eos> 

2018-12-09 15:53:30,927 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 15:53:30,961 - lstmimpl - INFO - Probabilites for word helfen : {'red': 0.009624673190980124, 'big': 0.0056357574698521545, 'delicious': 0.004719935633473159, 'him': 0.004605734534966408, 'bad': 0.004501354299005714}
2018-12-09 15:53:30,962 - lstmimpl - INFO - English: the friend is red enxp <eos> 

2018-12-09 15:53:30,962 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 15:53:30,996 - lstmimpl - INFO - Probabilites for word fahrrad : {'big': 0.01124150793319357, 'friend': 0.00891154072712643, 'yes': 0.0087985343998368, 'house': 0.008387413114822917, 'song': 0.007338194646538443}
2018-12-09 15:53:30,997 - lstmimpl - INFO - English: i dont a big enxp <eos> 

2018-12-09 15:53:30,997 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 15:53:31,031 - lstmimpl - INFO - Probabilites for word dexp : {'it': 0.12488492418178958, 'enxp': 0.09462518641198223, 'tom': 0.07801711763534473, 'me': 0.06561337690521873, 'you': 0.0559321069275338}
2018-12-09 15:53:31,031 - lstmimpl - INFO - English: i dont know it enxp <eos> 

2018-12-09 15:53:31,032 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 15:53:31,065 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.7574734229036643, 'here': 0.006510365227802271, 'english': 0.006425206057364921, 'me': 0.006315362103201063, 'friends': 0.003363898262903011}
2018-12-09 15:53:31,066 - lstmimpl - INFO - English: the wait him enxp enxp <eos> 

2018-12-09 15:53:31,066 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 15:53:31,100 - lstmimpl - INFO - Probabilites for word dexp : {'well': 0.01235593553286327, 'enxp': 0.010732045006219734, 'red': 0.007291504731660937, 'happy': 0.006861820734528389, 'hungry': 0.006632146868692423}
2018-12-09 15:53:31,101 - lstmimpl - INFO - English: the wait was well enxp <eos> 

2018-12-09 15:53:31,101 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 15:53:31,135 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.3793360768702288, 'it': 0.09958478830647097, 'tom': 0.09365355824744184, 'you': 0.0627489582132867, 'me': 0.04629465938845844}
2018-12-09 15:53:31,135 - lstmimpl - INFO - English: i dont know enxp enxp <eos> 

2018-12-09 15:53:31,136 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 15:53:31,169 - lstmimpl - INFO - Probabilites for word sonne : {'big': 0.008928063310201118, 'yes': 0.008673593815076439, 'friend': 0.008122463403974978, 'house': 0.006570490511399157, 'question': 0.006535133076119266}
2018-12-09 15:53:31,170 - lstmimpl - INFO - English: i dont a big enxp <eos> 

2018-12-09 15:53:31,170 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 15:53:31,204 - lstmimpl - INFO - Probabilites for word sein : {'it': 0.14645616810507503, 'tom': 0.11026784293168972, 'you': 0.08423532758311114, 'me': 0.08018983742435294, 'that': 0.05631496295681448}
2018-12-09 15:53:31,205 - lstmimpl - INFO - English: i dont know it enxp <eos> 

2018-12-09 15:53:31,205 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 15:53:31,239 - lstmimpl - INFO - Probabilites for word dexp : {'here': 0.015229522600739407, 'well': 0.011142121915649615, 'enxp': 0.011109421726770005, 'it': 0.010766500691542438, 'me': 0.008942069300626852}
2018-12-09 15:53:31,239 - lstmimpl - INFO - English: i dont like here enxp <eos> 

2018-12-09 15:53:31,240 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 15:53:31,273 - lstmimpl - INFO - Probabilites for word weinen : {'here': 0.013050217094162424, 'it': 0.011779182245152873, 'tennis': 0.010513461701139145, 'me': 0.009876793924997525, 'that': 0.009364054506557617}
2018-12-09 15:53:31,274 - lstmimpl - INFO - English: i dont like here enxp <eos> 

2018-12-09 15:53:31,274 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 15:53:31,308 - lstmimpl - INFO - Probabilites for word vorbei : {'red': 0.013001295712121505, 'big': 0.007638698054385044, 'sweet': 0.007090451344869843, 'late': 0.005655374096734687, 'bad': 0.005496441838327963}
2018-12-09 15:53:31,309 - lstmimpl - INFO - English: the friend is red enxp <eos> 

2018-12-09 15:53:31,309 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 15:53:31,343 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.5950699146131233, 'tom': 0.06914475961442786, 'it': 0.06160372120668539, 'you': 0.04775769205215399, 'me': 0.031127413843559836}
2018-12-09 15:53:31,343 - lstmimpl - INFO - English: i dont know enxp enxp <eos> 

2018-12-09 15:53:31,344 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 15:53:31,387 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9992389877201616, '<eos>': 0.00010366126846329385, 'here': 6.000523253140143e-05, 'me': 5.0648384574175125e-05, 'tom': 3.4635684973506995e-05}
2018-12-09 15:53:31,387 - lstmimpl - INFO - English: the wait enxp enxp enxp <eos> 

2018-12-09 15:53:31,388 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 15:53:31,422 - lstmimpl - INFO - Probabilites for word aus : {'it': 0.13524908338689842, 'tom': 0.09299386467265353, 'me': 0.0732608831910586, 'you': 0.06697186888174712, 'that': 0.05684829499757571}
2018-12-09 15:53:31,422 - lstmimpl - INFO - English: i dont know it enxp <eos> 

2018-12-09 15:53:31,423 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 15:53:31,456 - lstmimpl - INFO - Probabilites for word auf : {'it': 0.13626435935048428, 'tom': 0.10105786148427202, 'you': 0.07312289203559455, 'me': 0.07050997180767939, 'that': 0.05628911597930394}
2018-12-09 15:53:31,457 - lstmimpl - INFO - English: i dont know it enxp <eos> 

2018-12-09 15:53:31,457 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 15:53:31,491 - lstmimpl - INFO - Probabilites for word nicht : {'it': 0.15881484205059895, 'tom': 0.11988076817969165, 'you': 0.0903311346326841, 'me': 0.07726578942258479, 'that': 0.06403826191561583}
2018-12-09 15:53:31,492 - lstmimpl - INFO - English: i dont know it enxp <eos> 

2018-12-09 15:53:31,492 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 15:53:31,526 - lstmimpl - INFO - Probabilites for word enttauscht : {'here': 0.01305187321677909, 'tennis': 0.009337723231460511, 'well': 0.00927804722622563, 'it': 0.00925376884449645, 'me': 0.007778096665645835}
2018-12-09 15:53:31,527 - lstmimpl - INFO - English: i dont like here enxp <eos> 

2018-12-09 15:53:31,527 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 15:53:31,561 - lstmimpl - INFO - Probabilites for word hei : {'tennis': 0.011238727989100333, 'in': 0.011170420513374779, 'big': 0.010878364790034742, 'long': 0.007317047222539459, 'here': 0.007296460781216355}
2018-12-09 15:53:31,561 - lstmimpl - INFO - English: i dont like tennis enxp <eos> 

2018-12-09 15:53:31,562 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 15:53:31,595 - lstmimpl - INFO - Probabilites for word dexp : {'here': 0.014896233790755728, 'enxp': 0.011262733719083087, 'well': 0.010854141621123197, 'it': 0.009950806764089834, 'me': 0.008377284559230131}
2018-12-09 15:53:31,596 - lstmimpl - INFO - English: i dont like here enxp <eos> 

2018-12-09 15:58:10,677 - lstmimpl - INFO - Epoch: 0, Iteration: 3500, Encoder Loss: 15.92053844471012, Decoder Loss: 18.666268767217126, Learning Rate: 0.1
2018-12-09 15:58:10,678 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 15:58:10,982 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 15:58:11,015 - lstmimpl - INFO - Probabilites for word buch : {'sun': 0.008192762413936591, 'yes': 0.007136959963249292, 'help': 0.0065385386824113375, 'nobody': 0.0060711211350137325, 'late': 0.005885249938454926}
2018-12-09 15:58:11,016 - lstmimpl - INFO - English: i dont a sun enxp <eos> 

2018-12-09 15:58:11,016 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 15:58:11,050 - lstmimpl - INFO - Probabilites for word helfen : {'it': 0.011634037712238999, 'her': 0.011147383785712327, 'he': 0.009707256702670003, 'you': 0.009625309763333801, 'that': 0.009447664901394492}
2018-12-09 15:58:11,051 - lstmimpl - INFO - English: i dont like it enxp <eos> 

2018-12-09 15:58:11,051 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 15:58:11,085 - lstmimpl - INFO - Probabilites for word fahrrad : {'sun': 0.007801124427210195, 'yes': 0.007298531465966382, 'help': 0.006878480265680475, 'nobody': 0.005971887884025473, 'animals': 0.005748210001575544}
2018-12-09 15:58:11,085 - lstmimpl - INFO - English: i dont a sun enxp <eos> 

2018-12-09 15:58:11,086 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 15:58:11,119 - lstmimpl - INFO - Probabilites for word dexp : {'you': 0.0914614983077117, 'it': 0.06641656068553355, 'enxp': 0.06462106790605317, 'me': 0.04584953913083137, 'that': 0.03864336951551149}
2018-12-09 15:58:11,120 - lstmimpl - INFO - English: i dont know you enxp <eos> 

2018-12-09 15:58:11,120 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 15:58:11,154 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.11065059198750819, 'you': 0.0734692010460382, 'it': 0.05366761868903439, 'me': 0.04532247693237844, 'tom': 0.03301367804852718}
2018-12-09 15:58:11,155 - lstmimpl - INFO - English: i dont know enxp enxp <eos> 

2018-12-09 15:58:11,155 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 15:58:11,189 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.09008904989365034, 'you': 0.07741271664176363, 'it': 0.06053616689492472, 'me': 0.04837816223215381, 'that': 0.032089921232668815}
2018-12-09 15:58:11,189 - lstmimpl - INFO - English: i dont know enxp enxp <eos> 

2018-12-09 15:58:11,190 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 15:58:11,223 - lstmimpl - INFO - Probabilites for word dexp : {'you': 0.081502834916816, 'enxp': 0.07646362709252189, 'it': 0.06317320446801257, 'me': 0.04714432648648304, 'that': 0.035372601227621606}
2018-12-09 15:58:11,224 - lstmimpl - INFO - English: i dont know you enxp <eos> 

2018-12-09 15:58:11,224 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 15:58:11,258 - lstmimpl - INFO - Probabilites for word sonne : {'it': 0.01208966938891102, 'help': 0.01176078806672149, 'do': 0.01143660651916346, 'her': 0.009945574589044472, 'you': 0.009507199711908424}
2018-12-09 15:58:11,259 - lstmimpl - INFO - English: i dont like it enxp <eos> 

2018-12-09 15:58:11,259 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 15:58:11,293 - lstmimpl - INFO - Probabilites for word sein : {'it': 0.02170614419875655, 'you': 0.019393652836422245, 'that': 0.014176130975781987, 'me': 0.013782435875616986, 'her': 0.011801359500738155}
2018-12-09 15:58:11,293 - lstmimpl - INFO - English: i dont like it enxp <eos> 

2018-12-09 15:58:11,294 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 15:58:11,327 - lstmimpl - INFO - Probabilites for word dexp : {'you': 0.08549102499170974, 'it': 0.06544641571075666, 'enxp': 0.06448606655613129, 'me': 0.04429668354777787, 'that': 0.03981789578543922}
2018-12-09 15:58:11,328 - lstmimpl - INFO - English: i dont know you enxp <eos> 

2018-12-09 15:58:11,328 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 15:58:11,368 - lstmimpl - INFO - Probabilites for word weinen : {'you': 0.10067633606609992, 'it': 0.07639723834975565, 'me': 0.05194397632821824, 'enxp': 0.048497811028323276, 'that': 0.04443084403008244}
2018-12-09 15:58:11,369 - lstmimpl - INFO - English: i dont know you enxp <eos> 

2018-12-09 15:58:11,369 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 15:58:11,408 - lstmimpl - INFO - Probabilites for word vorbei : {'fast': 0.026426098914984427, 'very': 0.014787072940777418, 'bad': 0.013899560113612134, 'please': 0.013610705405399106, 'swims': 0.01050467864089504}
2018-12-09 15:58:11,409 - lstmimpl - INFO - English: the room was fast enxp <eos> 

2018-12-09 15:58:11,409 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 15:58:11,444 - lstmimpl - INFO - Probabilites for word dexp : {'you': 0.08923213023459385, 'enxp': 0.08209159786684427, 'it': 0.0659550333181155, 'me': 0.048612811289253224, 'that': 0.03442425618686858}
2018-12-09 15:58:11,444 - lstmimpl - INFO - English: i dont know you enxp <eos> 

2018-12-09 15:58:11,445 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 15:58:11,478 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9995622856390065, '<eos>': 4.7934019638708295e-05, 'me': 3.7528732447948413e-05, 'here': 2.0132809499408426e-05, 'it': 2.0114046496640635e-05}
2018-12-09 15:58:11,479 - lstmimpl - INFO - English: tom loves enxp enxp enxp <eos> 

2018-12-09 15:58:11,479 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 15:58:11,513 - lstmimpl - INFO - Probabilites for word aus : {'you': 0.09613136098817036, 'it': 0.07239522751112397, 'enxp': 0.06248957185641523, 'me': 0.05486398810461106, 'that': 0.038392949076938285}
2018-12-09 15:58:11,514 - lstmimpl - INFO - English: i dont know you enxp <eos> 

2018-12-09 15:58:11,514 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 15:58:11,548 - lstmimpl - INFO - Probabilites for word auf : {'you': 0.09877163534320726, 'it': 0.07399788578494335, 'enxp': 0.06399069742970886, 'me': 0.054639153205124844, 'that': 0.03876294060553049}
2018-12-09 15:58:11,548 - lstmimpl - INFO - English: i dont know you enxp <eos> 

2018-12-09 15:58:11,549 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 15:58:11,582 - lstmimpl - INFO - Probabilites for word nicht : {'you': 0.1563491914400048, 'it': 0.10945673674255421, 'me': 0.05530660943275481, 'that': 0.051516463938541784, 'tom': 0.03704869043071534}
2018-12-09 15:58:11,583 - lstmimpl - INFO - English: i dont know you enxp <eos> 

2018-12-09 15:58:11,583 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 15:58:11,617 - lstmimpl - INFO - Probabilites for word enttauscht : {'it': 0.010807006194658826, 'that': 0.009158468004964256, 'help': 0.008810609674952688, 'her': 0.008608397732505914, 'enxp': 0.008134275978528617}
2018-12-09 15:58:11,617 - lstmimpl - INFO - English: i dont like it enxp <eos> 

2018-12-09 15:58:11,618 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 15:58:11,653 - lstmimpl - INFO - Probabilites for word hei : {'very': 0.017609365798138217, 'fast': 0.013444786038701079, 'bad': 0.01061135571765852, 'late': 0.009615842676086866, 'big': 0.007680178324865323}
2018-12-09 15:58:11,653 - lstmimpl - INFO - English: the room is very enxp <eos> 

2018-12-09 15:58:11,654 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 15:58:11,687 - lstmimpl - INFO - Probabilites for word dexp : {'you': 0.09205313654335792, 'it': 0.06995505214475431, 'enxp': 0.06102652088534498, 'me': 0.04474982916826873, 'that': 0.040394529275889365}
2018-12-09 15:58:11,688 - lstmimpl - INFO - English: i dont know you enxp <eos> 

2018-12-09 16:02:52,083 - lstmimpl - INFO - Epoch: 0, Iteration: 4000, Encoder Loss: 9.116162703748858, Decoder Loss: 10.958072472114516, Learning Rate: 0.1
2018-12-09 16:02:52,085 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 16:02:52,086 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 16:02:52,120 - lstmimpl - INFO - Probabilites for word buch : {'family': 0.052018425657480355, 'late': 0.026909303494438538, 'dog': 0.022291643372647524, 'eyes': 0.014950525421099153, 'house': 0.014392860688352105}
2018-12-09 16:02:52,120 - lstmimpl - INFO - English: i like a family enxp <eos> 

2018-12-09 16:02:52,121 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 16:02:52,156 - lstmimpl - INFO - Probabilites for word helfen : {'it': 0.2362582883526998, 'that': 0.11815956328049129, 'you': 0.08822872215953974, 'me': 0.0533560298224139, 'tom': 0.047475966302472805}
2018-12-09 16:02:52,157 - lstmimpl - INFO - English: i dont know it enxp <eos> 

2018-12-09 16:02:52,157 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 16:02:52,190 - lstmimpl - INFO - Probabilites for word fahrrad : {'family': 0.052338514238704316, 'late': 0.02743761040201766, 'dog': 0.022343029772488688, 'eyes': 0.015906557179143927, 'house': 0.01430488746707637}
2018-12-09 16:02:52,191 - lstmimpl - INFO - English: i like a family enxp <eos> 

2018-12-09 16:02:52,192 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 16:02:52,225 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.5289347116430216, 'fast': 0.016293925325468958, 'happy': 0.013367854469661815, 'hungry': 0.0114960789125596, 'there': 0.008051377525564393}
2018-12-09 16:02:52,226 - lstmimpl - INFO - English: tom is very enxp enxp <eos> 

2018-12-09 16:02:52,226 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 16:02:52,260 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.986452974067269, 'there': 0.0004971020887970017, 'dressed': 0.00037224453059526074, 'me': 0.00034374839008249826, 'alone': 0.0002787410127936981}
2018-12-09 16:02:52,260 - lstmimpl - INFO - English: tom is late enxp enxp <eos> 

2018-12-09 16:02:52,261 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 16:02:52,294 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9797614024794352, 'dressed': 0.0005978150395542327, 'there': 0.0005617283268738318, 'hair': 0.00040608823201157665, 'food': 0.00039644682551150763}
2018-12-09 16:02:52,295 - lstmimpl - INFO - English: tom is late enxp enxp <eos> 

2018-12-09 16:02:52,296 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 16:02:52,334 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.6996363162487123, 'fast': 0.01348588271436253, 'hungry': 0.007180791783553826, 'there': 0.007088733319337189, 'happy': 0.0066053995380319355}
2018-12-09 16:02:52,335 - lstmimpl - INFO - English: tom is very enxp enxp <eos> 

2018-12-09 16:02:52,335 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 16:02:52,389 - lstmimpl - INFO - Probabilites for word sonne : {'it': 0.013325843903568287, 'help': 0.00877392185342335, 'late': 0.006660527962151427, 'that': 0.006165027070770565, 'dog': 0.005868181804113152}
2018-12-09 16:02:52,389 - lstmimpl - INFO - English: i dont like it enxp <eos> 

2018-12-09 16:02:52,390 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 16:02:52,423 - lstmimpl - INFO - Probabilites for word sein : {'it': 0.19656408691202812, 'you': 0.10216352654438704, 'that': 0.10085532699525546, 'me': 0.06533773348613331, 'tom': 0.05205708027323657}
2018-12-09 16:02:52,424 - lstmimpl - INFO - English: i dont know it enxp <eos> 

2018-12-09 16:02:52,424 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 16:02:52,458 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.6565600095031692, 'fast': 0.013536948215828884, 'hungry': 0.008673648565415155, 'happy': 0.00829979315118247, 'there': 0.0072765527720178745}
2018-12-09 16:02:52,458 - lstmimpl - INFO - English: tom is very enxp enxp <eos> 

2018-12-09 16:02:52,459 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 16:02:52,492 - lstmimpl - INFO - Probabilites for word weinen : {'it': 0.19721862533273427, 'you': 0.08975489966263762, 'that': 0.08720866283932233, 'me': 0.056338623137516516, 'tom': 0.0522846707092682}
2018-12-09 16:02:52,493 - lstmimpl - INFO - English: i dont know it enxp <eos> 

2018-12-09 16:02:52,493 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 16:02:52,527 - lstmimpl - INFO - Probabilites for word vorbei : {'late': 0.024387151253657993, 'broken': 0.010590118407973016, 'dirty': 0.009721439487523487, 'big': 0.009117996920045014, 'swims': 0.008576875139585403}
2018-12-09 16:02:52,528 - lstmimpl - INFO - English: the father is late enxp <eos> 

2018-12-09 16:02:52,528 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 16:02:52,562 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9812047169425185, 'there': 0.0006159380945817151, 'dressed': 0.0005872383718453699, 'food': 0.00035688244805878326, 'me': 0.0003523429818008611}
2018-12-09 16:02:52,562 - lstmimpl - INFO - English: tom is late enxp enxp <eos> 

2018-12-09 16:02:52,563 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 16:02:52,596 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.999897730909626, '<eos>': 1.4457369556149477e-05, 'me': 5.519747456982501e-06, 'there': 3.7961032744301227e-06, 'tom': 3.032539051617791e-06}
2018-12-09 16:02:52,597 - lstmimpl - INFO - English: tom loves enxp enxp enxp <eos> 

2018-12-09 16:02:52,597 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 16:02:52,632 - lstmimpl - INFO - Probabilites for word aus : {'enxp': 0.14593300879793114, 'it': 0.09815053326513949, 'you': 0.0918757317670261, 'tom': 0.057623603994525714, 'me': 0.050342993575163336}
2018-12-09 16:02:52,632 - lstmimpl - INFO - English: i dont know enxp enxp <eos> 

2018-12-09 16:02:52,633 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 16:02:52,668 - lstmimpl - INFO - Probabilites for word auf : {'it': 0.161998653450582, 'you': 0.09775047917003181, 'that': 0.07016715598416405, 'me': 0.05793978872309281, 'tom': 0.05767793044290946}
2018-12-09 16:02:52,668 - lstmimpl - INFO - English: i dont know it enxp <eos> 

2018-12-09 16:02:52,669 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 16:02:52,702 - lstmimpl - INFO - Probabilites for word nicht : {'it': 0.21695514224345394, 'you': 0.11298110350953322, 'that': 0.10124228209141856, 'me': 0.06688489702072305, 'tom': 0.0541908372114078}
2018-12-09 16:02:52,703 - lstmimpl - INFO - English: i dont know it enxp <eos> 

2018-12-09 16:02:52,704 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 16:02:52,737 - lstmimpl - INFO - Probabilites for word enttauscht : {'it': 0.18126472424453996, 'you': 0.06664345738692587, 'that': 0.06373231549251171, 'enxp': 0.05142858034295282, 'me': 0.05068933035347281}
2018-12-09 16:02:52,738 - lstmimpl - INFO - English: i dont know it enxp <eos> 

2018-12-09 16:02:52,738 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 16:02:52,772 - lstmimpl - INFO - Probabilites for word hei : {'work': 0.0074166343410015136, 'that': 0.007144907178365567, 'him': 0.00663353317009097, 'cold': 0.005994110805036945, 'french': 0.005683307031864137}
2018-12-09 16:02:52,772 - lstmimpl - INFO - English: i dont like work enxp <eos> 

2018-12-09 16:02:52,773 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 16:02:52,806 - lstmimpl - INFO - Probabilites for word dexp : {'it': 0.140074880335132, 'enxp': 0.08749263263274555, 'you': 0.07359565712936147, 'that': 0.05533771860148134, 'tom': 0.05133766353593053}
2018-12-09 16:02:52,807 - lstmimpl - INFO - English: i dont know it enxp <eos> 

2018-12-09 16:07:32,635 - lstmimpl - INFO - Epoch: 0, Iteration: 4500, Encoder Loss: 18.209837914862803, Decoder Loss: 20.383043500538193, Learning Rate: 0.1
2018-12-09 16:07:32,637 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 16:07:32,638 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 16:07:32,672 - lstmimpl - INFO - Probabilites for word buch : {'language': 0.016080504169026576, 'family': 0.014359858515300054, 'dog': 0.012913301156109589, 'father': 0.012160262053426886, 'joke': 0.009591916262895567}
2018-12-09 16:07:32,672 - lstmimpl - INFO - English: i have a language enxp <eos> 

2018-12-09 16:07:32,673 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 16:07:32,706 - lstmimpl - INFO - Probabilites for word helfen : {'that': 0.14429591341786155, 'him': 0.039944362538120996, 'anything': 0.03595702278209098, 'it': 0.03510099795770258, 'you': 0.03379002814365767}
2018-12-09 16:07:32,707 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 16:07:32,707 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 16:07:32,741 - lstmimpl - INFO - Probabilites for word fahrrad : {'language': 0.01624708026003164, 'family': 0.014305498261460235, 'father': 0.012524175362044893, 'dog': 0.012429902802204388, 'doctor': 0.009505972149810159}
2018-12-09 16:07:32,742 - lstmimpl - INFO - English: i have a language enxp <eos> 

2018-12-09 16:07:32,742 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 16:07:32,776 - lstmimpl - INFO - Probabilites for word dexp : {'that': 0.07467499012369885, 'him': 0.039473639245675735, 'anything': 0.03945618591810529, 'you': 0.03130355873051309, 'tom': 0.03073221163593619}
2018-12-09 16:07:32,776 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 16:07:32,777 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 16:07:32,810 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.5234042334248411, 'tom': 0.05064638451688586, 'you': 0.03651145232298584, 'me': 0.015211639150681917, 'please': 0.014740950779702793}
2018-12-09 16:07:32,811 - lstmimpl - INFO - English: i dont know enxp enxp <eos> 

2018-12-09 16:07:32,811 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 16:07:32,845 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.36910506101283985, 'tom': 0.036041543672373756, 'you': 0.024665473898583316, 'anything': 0.019201209856483464, 'here': 0.01651368807388999}
2018-12-09 16:07:32,846 - lstmimpl - INFO - English: i dont know enxp enxp <eos> 

2018-12-09 16:07:32,846 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 16:07:32,880 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.1896001997498184, 'tom': 0.04801206163402286, 'you': 0.036959931189758974, 'that': 0.027503486975748517, 'anything': 0.025186160900107925}
2018-12-09 16:07:32,880 - lstmimpl - INFO - English: i dont know enxp enxp <eos> 

2018-12-09 16:07:32,881 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 16:07:32,920 - lstmimpl - INFO - Probabilites for word sonne : {'that': 0.06779514406977531, 'it': 0.04071470727777378, 'you': 0.033718796846968574, 'tom': 0.03201181356229679, 'him': 0.028881821834813512}
2018-12-09 16:07:32,920 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 16:07:32,921 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 16:07:32,954 - lstmimpl - INFO - Probabilites for word sein : {'that': 0.15167098659298295, 'you': 0.04361895467122555, 'him': 0.04251647482777752, 'it': 0.03887796684706271, 'tom': 0.03756934145825542}
2018-12-09 16:07:32,955 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 16:07:32,956 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 16:07:32,989 - lstmimpl - INFO - Probabilites for word dexp : {'that': 0.06754206167086747, 'anything': 0.041051714311246615, 'him': 0.03550217343669501, 'tom': 0.030764335097420076, 'you': 0.02757173005441281}
2018-12-09 16:07:32,990 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 16:07:32,990 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 16:07:33,024 - lstmimpl - INFO - Probabilites for word weinen : {'that': 0.14468158792089814, 'him': 0.044929157930295976, 'anything': 0.0375987857817565, 'you': 0.03547574081618745, 'it': 0.03151325283543076}
2018-12-09 16:07:33,024 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 16:07:33,025 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 16:07:33,058 - lstmimpl - INFO - Probabilites for word vorbei : {'broken': 0.022360836445832057, 'red': 0.015123567978864138, 'empty': 0.014622746232022513, 'dirty': 0.012541195176773318, 'good': 0.011030915495671386}
2018-12-09 16:07:33,059 - lstmimpl - INFO - English: the father is broken enxp <eos> 

2018-12-09 16:07:33,060 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 16:07:33,093 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.15363033133194592, 'tom': 0.0547398964636201, 'you': 0.044027475667678506, 'that': 0.034069045735817545, 'anything': 0.02534233293289164}
2018-12-09 16:07:33,094 - lstmimpl - INFO - English: i dont know enxp enxp <eos> 

2018-12-09 16:07:33,094 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 16:07:33,128 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9998704344426603, '<eos>': 1.9091582023172686e-05, 'tom': 9.746509120720937e-06, 'here': 8.37664454619772e-06, 'fast': 3.515950705501309e-06}
2018-12-09 16:07:33,128 - lstmimpl - INFO - English: tom was enxp enxp enxp <eos> 

2018-12-09 16:07:33,129 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 16:07:33,165 - lstmimpl - INFO - Probabilites for word aus : {'that': 0.11993933504330193, 'him': 0.04330011711838204, 'you': 0.03755498149538436, 'anything': 0.03652772670933284, 'tom': 0.03269835607820232}
2018-12-09 16:07:33,165 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 16:07:33,166 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 16:07:33,199 - lstmimpl - INFO - Probabilites for word auf : {'that': 0.13812262007855863, 'him': 0.044865650449772046, 'you': 0.03841555669276316, 'anything': 0.03726482576873545, 'tom': 0.032406431201930826}
2018-12-09 16:07:33,200 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 16:07:33,200 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 16:07:33,234 - lstmimpl - INFO - Probabilites for word nicht : {'that': 0.16896308878652094, 'you': 0.045754255230656966, 'him': 0.04386603676215816, 'it': 0.03741452546110133, 'tom': 0.03631343690321624}
2018-12-09 16:07:33,234 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 16:07:33,235 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 16:07:33,268 - lstmimpl - INFO - Probabilites for word enttauscht : {'that': 0.0870443160076045, 'anything': 0.04575866333596005, 'him': 0.03845190578075484, 'it': 0.025741136558309247, 'you': 0.023963640538108327}
2018-12-09 16:07:33,269 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 16:07:33,269 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 16:07:33,303 - lstmimpl - INFO - Probabilites for word hei : {'that': 0.09987473767923047, 'him': 0.037672011216176485, 'anything': 0.03310164517683903, 'it': 0.03254207132837333, 'tom': 0.025769222544555742}
2018-12-09 16:07:33,304 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 16:07:33,304 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 16:07:33,338 - lstmimpl - INFO - Probabilites for word dexp : {'that': 0.09835515094824883, 'anything': 0.041745047076293965, 'him': 0.040862188358554395, 'you': 0.03123883788330063, 'tom': 0.029925642667951134}
2018-12-09 16:07:33,338 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 16:12:22,213 - lstmimpl - INFO - Models saved successfully!
2018-12-09 16:12:22,712 - lstmimpl - INFO - Epoch: 1, Iteration: 5000, Encoder Loss: 21.875996199413926, Decoder Loss: 20.828223189599964, Learning Rate: 0.1
2018-12-09 16:12:22,713 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 16:12:22,714 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 16:12:22,748 - lstmimpl - INFO - Probabilites for word buch : {'family': 0.012097762472631128, 'singer': 0.011101393969029677, 'father': 0.00794799662964276, 'room': 0.007870399579215563, 'cat': 0.00774198701043991}
2018-12-09 16:12:22,749 - lstmimpl - INFO - English: i have a family enxp <eos> 

2018-12-09 16:12:22,749 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 16:12:22,783 - lstmimpl - INFO - Probabilites for word helfen : {'that': 0.08992172169341536, 'him': 0.07668052609579577, 'it': 0.06972354341433372, 'you': 0.0635931456646542, 'tom': 0.058220459333187466}
2018-12-09 16:12:22,784 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 16:12:22,784 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 16:12:22,818 - lstmimpl - INFO - Probabilites for word fahrrad : {'singer': 0.0119585876382696, 'family': 0.011890210632464614, 'room': 0.007917058418971126, 'father': 0.007871652476801258, 'cat': 0.007846068069390194}
2018-12-09 16:12:22,818 - lstmimpl - INFO - English: i have a singer enxp <eos> 

2018-12-09 16:12:22,819 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 16:12:22,852 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9337620257944673, 'fast': 0.004876936789921968, 'dressed': 0.0024261044753391705, 'money': 0.002269318381312866, 'hair': 0.0018840684428209219}
2018-12-09 16:12:22,853 - lstmimpl - INFO - English: he is very enxp enxp <eos> 

2018-12-09 16:12:22,853 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 16:12:22,887 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9990656764965496, 'here': 7.394712321948659e-05, 'money': 4.202914747007408e-05, 'tomorrow': 3.70379665184941e-05, 'hair': 3.1820098674202974e-05}
2018-12-09 16:12:22,888 - lstmimpl - INFO - English: i am him enxp enxp <eos> 

2018-12-09 16:12:22,888 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 16:12:22,922 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9923214327771742, 'here': 0.0004518655273977878, 'money': 0.00035887825835618386, 'fast': 0.0003588116002184619, 'hair': 0.00027671041136278585}
2018-12-09 16:12:22,922 - lstmimpl - INFO - English: we are very enxp enxp <eos> 

2018-12-09 16:12:22,923 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 16:12:22,956 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9814792867374817, 'money': 0.0007240710485912566, 'fast': 0.0006051416012413611, 'here': 0.0005823029756403803, 'dressed': 0.0004765802006329907}
2018-12-09 16:12:22,957 - lstmimpl - INFO - English: i am very enxp enxp <eos> 

2018-12-09 16:12:22,957 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 16:12:22,991 - lstmimpl - INFO - Probabilites for word sonne : {'friend': 0.011757485668004466, 'father': 0.010200095776577326, 'cat': 0.010113642089730266, 'way': 0.009222104008117422, 'family': 0.009177734487140118}
2018-12-09 16:12:22,992 - lstmimpl - INFO - English: i have my friend enxp <eos> 

2018-12-09 16:12:22,992 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 16:12:23,026 - lstmimpl - INFO - Probabilites for word sein : {'you': 0.13199961993429338, 'it': 0.11942798536879577, 'that': 0.10948799784405651, 'tom': 0.08718897706200619, 'him': 0.07537308299676156}
2018-12-09 16:12:23,027 - lstmimpl - INFO - English: i dont know you enxp <eos> 

2018-12-09 16:12:23,027 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 16:12:23,066 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9381748358853595, 'fast': 0.0038568975985511142, 'money': 0.0020980537849074506, 'dressed': 0.0018522828844387952, 'hair': 0.0017536776883832002}
2018-12-09 16:12:23,067 - lstmimpl - INFO - English: he is very enxp enxp <eos> 

2018-12-09 16:12:23,067 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 16:12:23,101 - lstmimpl - INFO - Probabilites for word weinen : {'you': 0.08850673696687203, 'that': 0.08260490780366687, 'him': 0.0813239995556712, 'it': 0.07862524372095274, 'tom': 0.061794219043222375}
2018-12-09 16:12:23,101 - lstmimpl - INFO - English: i dont know you enxp <eos> 

2018-12-09 16:12:23,102 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 16:12:23,136 - lstmimpl - INFO - Probabilites for word vorbei : {'angry': 0.012616244555347642, 'enxp': 0.010450242661532985, 'money': 0.009408980076999493, 'dirty': 0.00933544702663464, 'black': 0.008772366823659668}
2018-12-09 16:12:23,136 - lstmimpl - INFO - English: he is not angry enxp <eos> 

2018-12-09 16:12:23,137 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 16:12:23,170 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9837997489725541, 'money': 0.0006180012324935958, 'fast': 0.0005634298445791963, 'here': 0.0005612957181999007, 'please': 0.00039055243024423787}
2018-12-09 16:12:23,171 - lstmimpl - INFO - English: i am very enxp enxp <eos> 

2018-12-09 16:12:23,171 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 16:12:23,208 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9992347046628002, '<eos>': 0.00041159108773189146, 'me': 2.8909382453161447e-05, 'tom': 2.0931080231660068e-05, 'you': 2.037454852871142e-05}
2018-12-09 16:12:23,209 - lstmimpl - INFO - English: the father enxp enxp enxp enxp <eos> 

2018-12-09 16:12:23,209 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 16:12:23,243 - lstmimpl - INFO - Probabilites for word aus : {'you': 0.11947822440465253, 'it': 0.09966751435306409, 'that': 0.0866749353700631, 'tom': 0.0781265767049235, 'him': 0.07469128006128782}
2018-12-09 16:12:23,244 - lstmimpl - INFO - English: i dont know you enxp <eos> 

2018-12-09 16:12:23,244 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 16:12:23,278 - lstmimpl - INFO - Probabilites for word auf : {'you': 0.09710229404828508, 'it': 0.08157899349627547, 'him': 0.07205102386315464, 'tom': 0.06854984768772344, 'that': 0.06815761079266713}
2018-12-09 16:12:23,278 - lstmimpl - INFO - English: i dont know you enxp <eos> 

2018-12-09 16:12:23,279 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 16:12:23,312 - lstmimpl - INFO - Probabilites for word nicht : {'you': 0.1625090170824047, 'it': 0.15191235685776774, 'that': 0.11917622802713024, 'tom': 0.099709414211525, 'him': 0.0656438251031912}
2018-12-09 16:12:23,313 - lstmimpl - INFO - English: i dont know you enxp <eos> 

2018-12-09 16:12:23,313 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 16:12:23,353 - lstmimpl - INFO - Probabilites for word enttauscht : {'money': 0.023857616198736376, 'way': 0.01278706796504395, 'friend': 0.010402242871863993, 'son': 0.00870158336970652, 'enxp': 0.00828827551463729}
2018-12-09 16:12:23,354 - lstmimpl - INFO - English: i have my money enxp <eos> 

2018-12-09 16:12:23,354 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 16:12:23,389 - lstmimpl - INFO - Probabilites for word hei : {'singer': 0.012251285833752954, 'doctor': 0.006573136351481079, 'friend': 0.006004739630117834, 'late': 0.005871985118455204, 'room': 0.0058513982761076045}
2018-12-09 16:12:23,390 - lstmimpl - INFO - English: he is a singer enxp <eos> 

2018-12-09 16:12:23,390 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 16:12:23,424 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.7253326072361452, 'money': 0.009227884048103124, 'yesterday': 0.005901267405172746, 'hair': 0.005036415763575746, 'happy': 0.004863201520539619}
2018-12-09 16:12:23,424 - lstmimpl - INFO - English: i am very enxp enxp <eos> 

2018-12-09 16:16:21,937 - lstmimpl - INFO - Epoch: 1, Iteration: 5500, Encoder Loss: 13.748841172683687, Decoder Loss: 12.636232561183919, Learning Rate: 0.1
2018-12-09 16:16:21,939 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 16:16:22,252 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 16:16:22,286 - lstmimpl - INFO - Probabilites for word buch : {'woman': 0.0657748416858919, 'dream': 0.04491240412610701, 'map': 0.023971761766306113, 'idea': 0.02257273933638216, 'doctor': 0.02207928556635768}
2018-12-09 16:16:22,286 - lstmimpl - INFO - English: i have a woman enxp <eos> 

2018-12-09 16:16:22,287 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 16:16:22,321 - lstmimpl - INFO - Probabilites for word helfen : {'woman': 0.042433844551366964, 'dream': 0.026525228020130652, 'father': 0.0200589721410946, 'map': 0.02003086983487667, 'dog': 0.017415375395972602}
2018-12-09 16:16:22,321 - lstmimpl - INFO - English: i have a woman enxp <eos> 

2018-12-09 16:16:22,322 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 16:16:22,380 - lstmimpl - INFO - Probabilites for word fahrrad : {'woman': 0.06494113046040899, 'dream': 0.04155505230008777, 'map': 0.025591371133538203, 'doctor': 0.021033917720513072, 'idea': 0.020558429150880634}
2018-12-09 16:16:22,380 - lstmimpl - INFO - English: i have a woman enxp <eos> 

2018-12-09 16:16:22,381 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 16:16:22,423 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.09018875087704295, 'woman': 0.028443134467004944, 'neighbor': 0.024803790640959663, 'hardworking': 0.02361775795588325, 'well': 0.020855897538293287}
2018-12-09 16:16:22,423 - lstmimpl - INFO - English: i am very enxp enxp <eos> 

2018-12-09 16:16:22,424 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 16:16:22,457 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9897493522917951, 'time': 0.0011156854428941484, 'fast': 0.0006379586063779448, 'alone': 0.0006012959577199446, 'hair': 0.00037612300101170636}
2018-12-09 16:16:22,458 - lstmimpl - INFO - English: tom is thirsty enxp enxp <eos> 

2018-12-09 16:16:22,458 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 16:16:22,492 - lstmimpl - INFO - Probabilites for word dexp : {'dirty': 0.027845265503789796, 'delicious': 0.025354926868701833, 'angry': 0.02432635764917817, 'tall': 0.023384142307703627, 'true': 0.01796632933425928}
2018-12-09 16:16:22,493 - lstmimpl - INFO - English: the kept is dirty enxp <eos> 

2018-12-09 16:16:22,493 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 16:16:22,527 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.14375833889993764, 'fast': 0.06381753608165214, 'alone': 0.048486586430321034, 'time': 0.030792627140598886, 'hardworking': 0.020223449905802333}
2018-12-09 16:16:22,527 - lstmimpl - INFO - English: tom is very enxp enxp <eos> 

2018-12-09 16:16:22,528 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 16:16:22,561 - lstmimpl - INFO - Probabilites for word sonne : {'woman': 0.048699251098762095, 'dream': 0.03187333546680593, 'map': 0.02018793236543592, 'father': 0.01898129521474601, 'song': 0.01866198727052687}
2018-12-09 16:16:22,562 - lstmimpl - INFO - English: i have a woman enxp <eos> 

2018-12-09 16:16:22,562 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 16:16:22,601 - lstmimpl - INFO - Probabilites for word sein : {'woman': 0.034253245358686506, 'map': 0.02167636755270202, 'doctor': 0.014926185115467137, 'father': 0.014654435986577946, 'job': 0.014272626521181114}
2018-12-09 16:16:22,601 - lstmimpl - INFO - English: i am a woman enxp <eos> 

2018-12-09 16:16:22,602 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 16:16:22,635 - lstmimpl - INFO - Probabilites for word dexp : {'woman': 0.03220251592241551, 'hardworking': 0.026942315676558817, 'neighbor': 0.02665008055601859, 'enxp': 0.025656202638438038, 'well': 0.01923581175918753}
2018-12-09 16:16:22,637 - lstmimpl - INFO - English: i am very woman enxp <eos> 

2018-12-09 16:16:22,637 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 16:16:22,671 - lstmimpl - INFO - Probabilites for word weinen : {'woman': 0.056308093596279515, 'dream': 0.025852070043761027, 'map': 0.02504030989861962, 'doctor': 0.020407601126618147, 'job': 0.019815626886232496}
2018-12-09 16:16:22,672 - lstmimpl - INFO - English: i am a woman enxp <eos> 

2018-12-09 16:16:22,672 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 16:16:22,706 - lstmimpl - INFO - Probabilites for word vorbei : {'dirty': 0.06144715645522834, 'tall': 0.05787005708962868, 'thirsty': 0.05041284629443886, 'delicious': 0.03055727753605041, 'difficult': 0.028423005467643304}
2018-12-09 16:16:22,706 - lstmimpl - INFO - English: the father is dirty enxp <eos> 

2018-12-09 16:16:22,707 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 16:16:22,740 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.1650082917837334, 'fast': 0.07163480780315336, 'alone': 0.05529434862853066, 'time': 0.026654225959261268, 'well': 0.021128676780297475}
2018-12-09 16:16:22,741 - lstmimpl - INFO - English: tom is very enxp enxp <eos> 

2018-12-09 16:16:22,741 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 16:16:22,775 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.999829348421051, '<eos>': 7.239122598270041e-05, 'tom': 1.4067492292606614e-05, 'here': 5.1244421266570334e-06, 'it': 3.4328154946144433e-06}
2018-12-09 16:16:22,776 - lstmimpl - INFO - English: the kept enxp enxp enxp <eos> 

2018-12-09 16:16:22,776 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 16:16:22,810 - lstmimpl - INFO - Probabilites for word aus : {'woman': 0.0413472772398421, 'map': 0.023212618027986635, 'job': 0.017320054069750068, 'doctor': 0.015058154776285575, 'dream': 0.014628891187266407}
2018-12-09 16:16:22,811 - lstmimpl - INFO - English: i am a woman enxp <eos> 

2018-12-09 16:16:22,811 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 16:16:22,845 - lstmimpl - INFO - Probabilites for word auf : {'woman': 0.04526131307615739, 'map': 0.024043326370117434, 'job': 0.018104154392968332, 'doctor': 0.016361793358631475, 'dream': 0.015975133809658103}
2018-12-09 16:16:22,845 - lstmimpl - INFO - English: i am a woman enxp <eos> 

2018-12-09 16:16:22,846 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 16:16:22,879 - lstmimpl - INFO - Probabilites for word nicht : {'woman': 0.02348235774715928, 'map': 0.017867051100765557, 'dog': 0.0170937036741683, 'father': 0.0161434405564009, 'job': 0.011659485418800412}
2018-12-09 16:16:22,880 - lstmimpl - INFO - English: i have a woman enxp <eos> 

2018-12-09 16:16:22,880 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 16:16:22,914 - lstmimpl - INFO - Probabilites for word enttauscht : {'woman': 0.05777442412189679, 'dream': 0.025416318040377122, 'map': 0.024124506951923756, 'job': 0.02307650226508033, 'song': 0.018422351311091687}
2018-12-09 16:16:22,915 - lstmimpl - INFO - English: i have a woman enxp <eos> 

2018-12-09 16:16:22,915 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 16:16:22,949 - lstmimpl - INFO - Probabilites for word hei : {'tall': 0.05984371429113688, 'dirty': 0.053243861880073386, 'thirsty': 0.04797583933741446, 'difficult': 0.032163189824822046, 'delicious': 0.03071233511366654}
2018-12-09 16:16:22,949 - lstmimpl - INFO - English: the father is tall enxp <eos> 

2018-12-09 16:16:22,950 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 16:16:22,983 - lstmimpl - INFO - Probabilites for word dexp : {'woman': 0.060704431919284284, 'dream': 0.024081837428479167, 'job': 0.02132407473167286, 'map': 0.020006014701208382, 'neighbor': 0.016936398683902423}
2018-12-09 16:16:22,984 - lstmimpl - INFO - English: i am a woman enxp <eos> 

2018-12-09 16:20:15,494 - lstmimpl - INFO - Epoch: 1, Iteration: 6000, Encoder Loss: 21.419215731919802, Decoder Loss: 17.000181895657544, Learning Rate: 0.1
2018-12-09 16:20:15,495 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 16:20:15,496 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 16:20:15,530 - lstmimpl - INFO - Probabilites for word buch : {'doctor': 0.030497137000360674, 'sun': 0.016266175879100165, 'lot': 0.014665059207036344, 'door': 0.014184432121097398, 'dictionary': 0.011704939296721272}
2018-12-09 16:20:15,531 - lstmimpl - INFO - English: i have a doctor enxp <eos> 

2018-12-09 16:20:15,531 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 16:20:15,571 - lstmimpl - INFO - Probabilites for word helfen : {'tom': 0.19502264809103195, 'it': 0.19156087872576458, 'that': 0.15986474760193503, 'you': 0.08348544797173046, 'me': 0.034874214772230065}
2018-12-09 16:20:15,571 - lstmimpl - INFO - English: i dont know tom enxp <eos> 

2018-12-09 16:20:15,572 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 16:20:15,605 - lstmimpl - INFO - Probabilites for word fahrrad : {'doctor': 0.02941808263307431, 'door': 0.01372513963019815, 'lot': 0.013590453666955455, 'dictionary': 0.012974138691184415, 'sun': 0.011278658452472072}
2018-12-09 16:20:15,606 - lstmimpl - INFO - English: i have a doctor enxp <eos> 

2018-12-09 16:20:15,607 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 16:20:15,642 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.31858819873110017, 'fast': 0.044624064515649535, 'happy': 0.021793581040809213, 'there': 0.0163223285719261, 'well': 0.015027365322207253}
2018-12-09 16:20:15,643 - lstmimpl - INFO - English: i am very enxp enxp <eos> 

2018-12-09 16:20:15,643 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 16:20:15,678 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9982183041175295, 'me': 0.0003319878383819424, 'tom': 0.00016955904211304022, 'fast': 9.842625105343285e-05, 'here': 7.55177374250056e-05}
2018-12-09 16:20:15,678 - lstmimpl - INFO - English: tom is hard enxp enxp <eos> 

2018-12-09 16:20:15,679 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 16:20:15,713 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.4806335448401315, 'happy': 0.011073220747193548, 'alone': 0.009536972123288886, 'there': 0.009426421405076033, 'today': 0.008863186859057409}
2018-12-09 16:20:15,713 - lstmimpl - INFO - English: i am from enxp enxp <eos> 

2018-12-09 16:20:15,714 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 16:20:15,747 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.3089056830684279, 'there': 0.016346290926543543, 'happy': 0.013705734299957462, 'today': 0.012699283658134037, 'alone': 0.01046034272888594}
2018-12-09 16:20:15,748 - lstmimpl - INFO - English: i am from enxp enxp <eos> 

2018-12-09 16:20:15,748 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 16:20:15,782 - lstmimpl - INFO - Probabilites for word sonne : {'tom': 0.20566022534449024, 'it': 0.1818754801427719, 'that': 0.133577674112319, 'you': 0.0946331109795328, 'this': 0.0319845327038927}
2018-12-09 16:20:15,782 - lstmimpl - INFO - English: i dont know tom enxp <eos> 

2018-12-09 16:20:15,783 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 16:20:15,817 - lstmimpl - INFO - Probabilites for word sein : {'it': 0.32616402454672516, 'tom': 0.16795630616996995, 'you': 0.1532061832116346, 'that': 0.1360098126674038, 'me': 0.04610303823755075}
2018-12-09 16:20:15,817 - lstmimpl - INFO - English: i dont do it enxp <eos> 

2018-12-09 16:20:15,818 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 16:20:15,851 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.2149390311576463, 'happy': 0.018320450047324886, 'there': 0.01512340906069119, 'today': 0.013068393444761559, 'busy': 0.012095330573472651}
2018-12-09 16:20:15,852 - lstmimpl - INFO - English: i am from enxp enxp <eos> 

2018-12-09 16:20:15,852 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 16:20:15,886 - lstmimpl - INFO - Probabilites for word weinen : {'that': 0.1770805317552497, 'tom': 0.1134483974486375, 'it': 0.1068704896294351, 'you': 0.07043791689932145, 'him': 0.0509152368489608}
2018-12-09 16:20:15,886 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 16:20:15,887 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 16:20:15,921 - lstmimpl - INFO - Probabilites for word vorbei : {'happy': 0.07628508670393983, 'fast': 0.048357943055909784, 'angry': 0.028860319440840398, 'hard': 0.025780258619431718, 'begun': 0.018837135190747263}
2018-12-09 16:20:15,921 - lstmimpl - INFO - English: tom is very happy enxp <eos> 

2018-12-09 16:20:15,922 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 16:20:15,955 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.18275059981805641, 'happy': 0.027736739717488204, 'busy': 0.016246058475743955, 'well': 0.01472120612239796, 'today': 0.013569838562525548}
2018-12-09 16:20:15,956 - lstmimpl - INFO - English: i am from enxp enxp <eos> 

2018-12-09 16:20:15,956 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 16:20:15,990 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999601184199309, '<eos>': 4.878561691794186e-06, 'tom': 4.8711120752742605e-06, 'me': 4.29679599181721e-06, 'here': 2.1700760273069357e-06}
2018-12-09 16:20:15,991 - lstmimpl - INFO - English: tom waited enxp enxp enxp <eos> 

2018-12-09 16:20:15,991 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 16:20:16,025 - lstmimpl - INFO - Probabilites for word aus : {'tom': 0.18911281867081142, 'that': 0.14914605495589134, 'it': 0.14396980103849327, 'you': 0.1310839457563341, 'me': 0.050540648038029434}
2018-12-09 16:20:16,025 - lstmimpl - INFO - English: i dont know tom enxp <eos> 

2018-12-09 16:20:16,026 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 16:20:16,065 - lstmimpl - INFO - Probabilites for word auf : {'that': 0.1415372141246261, 'tom': 0.1229126373708585, 'it': 0.1068003172958638, 'you': 0.07544528567108842, 'him': 0.04722417928551223}
2018-12-09 16:20:16,066 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 16:20:16,066 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 16:20:16,100 - lstmimpl - INFO - Probabilites for word nicht : {'it': 0.35350687215190385, 'tom': 0.17871695933372228, 'you': 0.16016752128214945, 'that': 0.11930357355250645, 'me': 0.04223040051854277}
2018-12-09 16:20:16,101 - lstmimpl - INFO - English: i dont do it enxp <eos> 

2018-12-09 16:20:16,101 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 16:20:16,135 - lstmimpl - INFO - Probabilites for word enttauscht : {'doctor': 0.011782312454748194, 'orphan': 0.011712068163000428, 'question': 0.011337199486117042, 'brother': 0.01116971111448443, 'dictionary': 0.010732321144429194}
2018-12-09 16:20:16,135 - lstmimpl - INFO - English: i have my doctor enxp <eos> 

2018-12-09 16:20:16,136 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 16:20:16,170 - lstmimpl - INFO - Probabilites for word hei : {'fast': 0.05545099018766125, 'happy': 0.05249139737558869, 'hard': 0.01928408498512993, 'angry': 0.019001799647809223, 'short': 0.015336097923621348}
2018-12-09 16:20:16,171 - lstmimpl - INFO - English: tom is very fast enxp <eos> 

2018-12-09 16:20:16,171 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 16:20:16,205 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.08494210958818503, 'there': 0.021780644470104107, 'happy': 0.018190950494692555, 'today': 0.01484792032335069, 'well': 0.013669201623837682}
2018-12-09 16:20:16,206 - lstmimpl - INFO - English: i am from enxp enxp <eos> 

2018-12-09 16:24:07,676 - lstmimpl - INFO - Epoch: 1, Iteration: 6500, Encoder Loss: 15.271946893924987, Decoder Loss: 20.386807166190152, Learning Rate: 0.1
2018-12-09 16:24:07,678 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 16:24:07,976 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 16:24:08,010 - lstmimpl - INFO - Probabilites for word buch : {'father': 0.015863635508834375, 'doctor': 0.015430234177386978, 'key': 0.012501784727383695, 'letter': 0.011990464529999252, 'door': 0.01124348608975991}
2018-12-09 16:24:08,010 - lstmimpl - INFO - English: i have a father enxp <eos> 

2018-12-09 16:24:08,011 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 16:24:08,050 - lstmimpl - INFO - Probabilites for word helfen : {'you': 0.046000581742910836, 'it': 0.03759141538936058, 'tom': 0.027755659307036988, 'there': 0.026509805185335845, 'me': 0.02418804230697555}
2018-12-09 16:24:08,051 - lstmimpl - INFO - English: i have to you enxp <eos> 

2018-12-09 16:24:08,051 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 16:24:08,114 - lstmimpl - INFO - Probabilites for word fahrrad : {'father': 0.014915748695278815, 'doctor': 0.014694388336695667, 'door': 0.013263005248094328, 'misanthrope': 0.01067960611207096, 'letter': 0.010396833528960082}
2018-12-09 16:24:08,115 - lstmimpl - INFO - English: i have a father enxp <eos> 

2018-12-09 16:24:08,116 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 16:24:08,167 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9947290698720861, 'hair': 0.0006491267474549467, 'together': 0.0005370123597512425, 'there': 0.00016552320952008704, 'here': 0.00012098853809505308}
2018-12-09 16:24:08,168 - lstmimpl - INFO - English: tom is delicious enxp enxp <eos> 

2018-12-09 16:24:08,169 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 16:24:08,211 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.999767979165724, 'together': 1.7967790162380363e-05, 'hair': 1.3907008323356638e-05, 'tomorrow': 1.0985784762711453e-05, 'here': 1.0000881266316599e-05}
2018-12-09 16:24:08,212 - lstmimpl - INFO - English: tom is delicious enxp enxp <eos> 

2018-12-09 16:24:08,213 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 16:24:08,252 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999241431104454, 'together': 6.734535908675733e-06, 'hair': 6.437143458779331e-06, 'tomorrow': 3.6639428174256273e-06, 'time': 3.0643645943230215e-06}
2018-12-09 16:24:08,253 - lstmimpl - INFO - English: tom is delicious enxp enxp <eos> 

2018-12-09 16:24:08,254 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 16:24:08,287 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9995363887908439, 'together': 5.140469230242293e-05, 'hair': 4.585878151729491e-05, 'there': 1.557717260206897e-05, 'time': 1.506573388076433e-05}
2018-12-09 16:24:08,288 - lstmimpl - INFO - English: tom is delicious enxp enxp <eos> 

2018-12-09 16:24:08,288 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 16:24:08,322 - lstmimpl - INFO - Probabilites for word sonne : {'door': 0.01585654326654594, 'doctor': 0.011550943313671088, 'father': 0.01150760488063472, 'car': 0.011329951860157318, 'hand': 0.00936454071040824}
2018-12-09 16:24:08,322 - lstmimpl - INFO - English: i have a door enxp <eos> 

2018-12-09 16:24:08,323 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 16:24:08,364 - lstmimpl - INFO - Probabilites for word sein : {'that': 0.07731874426610105, 'you': 0.05446375007449943, 'it': 0.05433118294187491, 'tom': 0.04886651428543649, 'him': 0.04105631323960003}
2018-12-09 16:24:08,364 - lstmimpl - INFO - English: i can go that enxp <eos> 

2018-12-09 16:24:08,365 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 16:24:08,398 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.998069553936718, 'hair': 0.00024365750630048216, 'together': 0.00019744517424676334, 'there': 5.649736851478866e-05, 'time': 5.2689345515579665e-05}
2018-12-09 16:24:08,399 - lstmimpl - INFO - English: tom is delicious enxp enxp <eos> 

2018-12-09 16:24:08,399 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 16:24:08,433 - lstmimpl - INFO - Probabilites for word weinen : {'enxp': 0.018751808300087377, 'hair': 0.017013823693676197, 'begun': 0.01590727125914639, 'together': 0.013279811444004697, 'young': 0.011631868020105194}
2018-12-09 16:24:08,434 - lstmimpl - INFO - English: tom is marys enxp enxp <eos> 

2018-12-09 16:24:08,434 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 16:24:08,468 - lstmimpl - INFO - Probabilites for word vorbei : {'delicious': 0.23285730294608123, 'rough': 0.054743300272727835, 'broken': 0.03451286118208038, 'upstairs': 0.03238607671933103, 'sour': 0.025953671203848328}
2018-12-09 16:24:08,468 - lstmimpl - INFO - English: the father is delicious enxp <eos> 

2018-12-09 16:24:08,469 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 16:24:08,503 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9997124009828765, 'together': 2.5382960691624825e-05, 'hair': 2.1348214543003734e-05, 'tomorrow': 1.105091177211041e-05, 'here': 1.0565747279969395e-05}
2018-12-09 16:24:08,503 - lstmimpl - INFO - English: tom is delicious enxp enxp <eos> 

2018-12-09 16:24:08,504 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 16:24:08,542 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9997141621281602, '<eos>': 4.3740148458612284e-05, 'together': 2.4953080299992746e-05, 'me': 2.447703756731628e-05, 'here': 1.5883254669857214e-05}
2018-12-09 16:24:08,543 - lstmimpl - INFO - English: the make enxp enxp enxp <eos> 

2018-12-09 16:24:08,544 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 16:24:08,577 - lstmimpl - INFO - Probabilites for word aus : {'father': 0.011163269750667674, 'today': 0.010135640934501831, 'delicious': 0.009418159079356458, 'wrong': 0.009195938781783321, 'young': 0.008668771027403455}
2018-12-09 16:24:08,578 - lstmimpl - INFO - English: tom is marys father enxp <eos> 

2018-12-09 16:24:08,578 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 16:24:08,612 - lstmimpl - INFO - Probabilites for word auf : {'fast': 0.04094076785865754, 'young': 0.01930114006394398, 'wrong': 0.016828332625182598, 'delicious': 0.014613819734694184, 'begun': 0.014551669679748613}
2018-12-09 16:24:08,613 - lstmimpl - INFO - English: tom is very fast enxp <eos> 

2018-12-09 16:24:08,613 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 16:24:08,648 - lstmimpl - INFO - Probabilites for word nicht : {'that': 0.1727342875360576, 'it': 0.05745357695552587, 'you': 0.05286979215875245, 'him': 0.04498852367430628, 'tom': 0.04008971774854995}
2018-12-09 16:24:08,648 - lstmimpl - INFO - English: i dont drink that enxp <eos> 

2018-12-09 16:24:08,649 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 16:24:08,682 - lstmimpl - INFO - Probabilites for word enttauscht : {'young': 0.026004577570497168, 'fast': 0.025486081116225558, 'sick': 0.019990127776348253, 'delicious': 0.017039590142508908, 'old': 0.01681931111560947}
2018-12-09 16:24:08,683 - lstmimpl - INFO - English: tom is very young enxp <eos> 

2018-12-09 16:24:08,683 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 16:24:08,717 - lstmimpl - INFO - Probabilites for word hei : {'delicious': 0.22719891170464776, 'rough': 0.05885711526121282, 'broken': 0.03851827982090705, 'upstairs': 0.031127454585106327, 'sour': 0.02226191801012659}
2018-12-09 16:24:08,718 - lstmimpl - INFO - English: the father is delicious enxp <eos> 

2018-12-09 16:24:08,718 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 16:24:08,752 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.06958488723152856, 'fast': 0.039685232710899424, 'sick': 0.022332212750554203, 'old': 0.022289611634628698, 'together': 0.018725976612758762}
2018-12-09 16:24:08,752 - lstmimpl - INFO - English: tom is very enxp enxp <eos> 

2018-12-09 16:28:06,088 - lstmimpl - INFO - Epoch: 1, Iteration: 7000, Encoder Loss: 9.284045906261708, Decoder Loss: 9.784265779382277, Learning Rate: 0.1
2018-12-09 16:28:06,089 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 16:28:06,090 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 16:28:06,124 - lstmimpl - INFO - Probabilites for word buch : {'question': 0.03171300194059776, 'lot': 0.02034488207258143, 'sisters': 0.01861360448950274, 'llama': 0.017635314308915177, 'room': 0.016849635553560303}
2018-12-09 16:28:06,125 - lstmimpl - INFO - English: i have a question enxp <eos> 

2018-12-09 16:28:06,125 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 16:28:06,160 - lstmimpl - INFO - Probabilites for word helfen : {'him': 0.06942108258754365, 'me': 0.0390020332856385, 'that': 0.0382501166296051, 'in': 0.027047428654299762, 'you': 0.026229048498835894}
2018-12-09 16:28:06,161 - lstmimpl - INFO - English: i dont like him enxp <eos> 

2018-12-09 16:28:06,161 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 16:28:06,195 - lstmimpl - INFO - Probabilites for word fahrrad : {'question': 0.033999426724576814, 'sisters': 0.02009178985230052, 'lot': 0.02004762732914287, 'friend': 0.01927156278344432, 'enemy': 0.016905025471344315}
2018-12-09 16:28:06,196 - lstmimpl - INFO - English: i have a question enxp <eos> 

2018-12-09 16:28:06,196 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 16:28:06,230 - lstmimpl - INFO - Probabilites for word dexp : {'cheerful': 0.07362956389261477, 'there': 0.052575838445893704, 'tv': 0.03957246276327825, 'happy': 0.03822971651760501, 'dj': 0.026655873295340013}
2018-12-09 16:28:06,230 - lstmimpl - INFO - English: tom is very cheerful enxp <eos> 

2018-12-09 16:28:06,231 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 16:28:06,264 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9984567780875064, 'me': 0.00017416679593552895, 'tomorrow': 0.00015337700323857047, 'here': 7.646999702177336e-05, 'alone': 7.250682246130484e-05}
2018-12-09 16:28:06,265 - lstmimpl - INFO - English: tom saw me enxp enxp <eos> 

2018-12-09 16:28:06,265 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 16:28:06,299 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999692514983759, 'tomorrow': 6.964015759482722e-06, 'here': 1.6100482401200306e-06, 'together': 1.453306286093494e-06, 'now': 1.297181608201791e-06}
2018-12-09 16:28:06,300 - lstmimpl - INFO - English: dont be me enxp enxp <eos> 

2018-12-09 16:28:06,300 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 16:28:06,340 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9976000665477752, 'there': 0.00035624772609342016, 'here': 0.00016295398895752579, 'tomorrow': 0.00012756772978547064, 'hair': 0.00011571245952618547}
2018-12-09 16:28:06,341 - lstmimpl - INFO - English: i am ken enxp enxp <eos> 

2018-12-09 16:28:06,341 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 16:28:06,382 - lstmimpl - INFO - Probabilites for word sonne : {'him': 0.05796499336777031, 'that': 0.033045056628481846, 'in': 0.031996545937482246, 'there': 0.025172634996052917, 'it': 0.024780245558767865}
2018-12-09 16:28:06,383 - lstmimpl - INFO - English: i dont like him enxp <eos> 

2018-12-09 16:28:06,383 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 16:28:06,417 - lstmimpl - INFO - Probabilites for word sein : {'me': 0.3289580438444216, 'you': 0.13094300535295536, 'him': 0.08155471149298653, 'it': 0.051838983479414666, 'her': 0.05163428562378821}
2018-12-09 16:28:06,418 - lstmimpl - INFO - English: i dont understand me enxp <eos> 

2018-12-09 16:28:06,418 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 16:28:06,451 - lstmimpl - INFO - Probabilites for word dexp : {'happy': 0.05272916071581598, 'cheerful': 0.043628594464007166, '839': 0.036306143395626427, 'dangerous': 0.0312543646437834, 'pleased': 0.029457642814454933}
2018-12-09 16:28:06,452 - lstmimpl - INFO - English: i am very happy enxp <eos> 

2018-12-09 16:28:06,453 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 16:28:06,486 - lstmimpl - INFO - Probabilites for word weinen : {'happy': 0.06773771614383418, 'dangerous': 0.03506267815841727, 'cheerful': 0.03441939929533268, 'tv': 0.02436522532505274, 'pleased': 0.02019767125650713}
2018-12-09 16:28:06,487 - lstmimpl - INFO - English: i am very happy enxp <eos> 

2018-12-09 16:28:06,487 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 16:28:06,521 - lstmimpl - INFO - Probabilites for word vorbei : {'empty': 0.062284880993265165, 'american': 0.05351676131866886, 'unorthodox': 0.03665432557992847, 'comfortable': 0.03144416413800771, 'beautiful': 0.030001017825648076}
2018-12-09 16:28:06,522 - lstmimpl - INFO - English: the room was empty enxp <eos> 

2018-12-09 16:28:06,522 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 16:28:06,556 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9991343870526146, 'tomorrow': 7.927123288330275e-05, 'me': 7.448828378397318e-05, 'here': 7.187800318039809e-05, 'tom': 6.260556776330645e-05}
2018-12-09 16:28:06,557 - lstmimpl - INFO - English: i am ken enxp enxp <eos> 

2018-12-09 16:28:06,557 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 16:28:06,592 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.999574339036866, 'me': 8.678411489060015e-05, 'tomorrow': 4.5608537378284565e-05, 'tom': 3.443346149803352e-05, '<eos>': 2.6112558437048967e-05}
2018-12-09 16:28:06,592 - lstmimpl - INFO - English: the saw please enxp enxp <eos> 

2018-12-09 16:28:06,593 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 16:28:06,626 - lstmimpl - INFO - Probabilites for word aus : {'him': 0.08269065350621528, 'me': 0.06547423786336122, 'work': 0.05546378954662455, 'that': 0.03981854237295862, 'in': 0.030694320007304765}
2018-12-09 16:28:06,627 - lstmimpl - INFO - English: i dont like him enxp <eos> 

2018-12-09 16:28:06,627 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 16:28:06,662 - lstmimpl - INFO - Probabilites for word auf : {'question': 0.031304320284465725, 'lot': 0.022564428455801495, 'enemy': 0.02057057201763883, 'friend': 0.019573479198051198, 'sisters': 0.01579776393259277}
2018-12-09 16:28:06,663 - lstmimpl - INFO - English: i am a question enxp <eos> 

2018-12-09 16:28:06,664 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 16:28:06,697 - lstmimpl - INFO - Probabilites for word nicht : {'me': 0.16702490922217764, 'you': 0.13852843339876295, 'that': 0.12837571685512913, 'him': 0.10585980269183778, 'tom': 0.05886078418075608}
2018-12-09 16:28:06,698 - lstmimpl - INFO - English: i dont know me enxp <eos> 

2018-12-09 16:28:06,698 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 16:28:06,732 - lstmimpl - INFO - Probabilites for word enttauscht : {'happy': 0.04850754997518145, 'cheerful': 0.03837185523640647, 'dangerous': 0.03526200771542892, 'pleased': 0.020311286522016296, 'crazy': 0.017803362162025452}
2018-12-09 16:28:06,733 - lstmimpl - INFO - English: i am very happy enxp <eos> 

2018-12-09 16:28:06,733 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 16:28:06,766 - lstmimpl - INFO - Probabilites for word hei : {'turn': 0.05632314630994854, 'llama': 0.03113730568584502, 'pastime': 0.028339839944881127, 'hotel': 0.026781356330250267, '839': 0.023653134630333014}
2018-12-09 16:28:06,767 - lstmimpl - INFO - English: this is a turn enxp <eos> 

2018-12-09 16:28:06,768 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 16:28:06,802 - lstmimpl - INFO - Probabilites for word dexp : {'happy': 0.058614961547370066, 'cheerful': 0.03898359882433126, 'dangerous': 0.03385682859640628, 'pleased': 0.02712417739313059, '839': 0.023497423544136146}
2018-12-09 16:28:06,803 - lstmimpl - INFO - English: i am very happy enxp <eos> 

2018-12-09 16:31:58,927 - lstmimpl - INFO - Epoch: 1, Iteration: 7500, Encoder Loss: 17.74774713474383, Decoder Loss: 30.55777530141233, Learning Rate: 0.1
2018-12-09 16:31:58,929 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 16:31:58,930 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 16:31:58,964 - lstmimpl - INFO - Probabilites for word buch : {'mistake': 0.030566411250900268, 'dog': 0.027022145934015383, 'criminal': 0.019997050867952604, 'sister': 0.019577792559156284, 'dream': 0.015542482778595426}
2018-12-09 16:31:58,965 - lstmimpl - INFO - English: i have a mistake enxp <eos> 

2018-12-09 16:31:58,966 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 16:31:58,999 - lstmimpl - INFO - Probabilites for word helfen : {'broken': 0.040248114241403496, 'comfortable': 0.03630809695715101, 'empty': 0.027112058264064445, 'black': 0.01931969850424445, 'red': 0.014846917611722793}
2018-12-09 16:31:59,000 - lstmimpl - INFO - English: the room is broken enxp <eos> 

2018-12-09 16:31:59,000 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 16:31:59,034 - lstmimpl - INFO - Probabilites for word fahrrad : {'mistake': 0.02878969914227746, 'dog': 0.027749526958572107, 'criminal': 0.01921612736618618, 'sister': 0.01859304481500448, 'dream': 0.014694577223368081}
2018-12-09 16:31:59,035 - lstmimpl - INFO - English: i have a mistake enxp <eos> 

2018-12-09 16:31:59,035 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 16:31:59,069 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.032867303375944026, 'brave': 0.021768884826562522, 'there': 0.01817512333657637, 'tall': 0.017441000543639517, 'sick': 0.014794959714680943}
2018-12-09 16:31:59,069 - lstmimpl - INFO - English: i am very enxp enxp <eos> 

2018-12-09 16:31:59,070 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 16:31:59,104 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9715494807957373, 'here': 0.0011381132528729837, 'time': 0.0008230446267628867, 'me': 0.0007395057978358962, 'too': 0.0006342349906355655}
2018-12-09 16:31:59,104 - lstmimpl - INFO - English: tom saw him enxp enxp <eos> 

2018-12-09 16:31:59,105 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 16:31:59,140 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9973198940585314, 'here': 0.00018563448577373981, 'there': 0.00017748336433392618, 'dressed': 0.0001108795030637384, 'now': 0.00010383130776337211}
2018-12-09 16:31:59,140 - lstmimpl - INFO - English: tom is expensive enxp enxp <eos> 

2018-12-09 16:31:59,141 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 16:31:59,174 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.3135799763857475, 'there': 0.015665163889737266, 'sick': 0.014277392773167676, 'fast': 0.011858664510240792, 'here': 0.011026995325431777}
2018-12-09 16:31:59,175 - lstmimpl - INFO - English: i am very enxp enxp <eos> 

2018-12-09 16:31:59,175 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 16:31:59,209 - lstmimpl - INFO - Probabilites for word sonne : {'way': 0.02466425200178261, 'dog': 0.02430816194656813, 'sister': 0.017395859602609472, 'family': 0.014357891455669052, 'mistake': 0.013589895949329989}
2018-12-09 16:31:59,210 - lstmimpl - INFO - English: i have a way enxp <eos> 

2018-12-09 16:31:59,210 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 16:31:59,244 - lstmimpl - INFO - Probabilites for word sein : {'it': 0.15172644746721328, 'this': 0.09795004519604134, 'you': 0.06087577588399654, 'that': 0.04753182317107632, 'tom': 0.0358483976973696}
2018-12-09 16:31:59,244 - lstmimpl - INFO - English: i dont like it enxp <eos> 

2018-12-09 16:31:59,245 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 16:31:59,285 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9243409187543686, 'book': 0.002497261180449222, 'house': 0.0014696029638688669, 'dressed': 0.0012137223233965309, 'food': 0.0011502577525038774}
2018-12-09 16:31:59,285 - lstmimpl - INFO - English: i like this enxp enxp <eos> 

2018-12-09 16:31:59,286 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 16:31:59,319 - lstmimpl - INFO - Probabilites for word weinen : {'house': 0.057873077900486077, 'eyes': 0.04371878706089427, 'sister': 0.03583494916021826, 'family': 0.026421161141005546, 'way': 0.021293831190182765}
2018-12-09 16:31:59,320 - lstmimpl - INFO - English: i like your house enxp <eos> 

2018-12-09 16:31:59,320 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 16:31:59,361 - lstmimpl - INFO - Probabilites for word vorbei : {'black': 0.08097015513230049, 'broken': 0.054528915723245745, 'comfortable': 0.048692490884905015, 'empty': 0.040572650253280274, 'blue': 0.023852044831868924}
2018-12-09 16:31:59,362 - lstmimpl - INFO - English: the room is black enxp <eos> 

2018-12-09 16:31:59,362 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 16:31:59,396 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9669652666724318, 'here': 0.0011160592614053303, 'book': 0.0007962150238323294, 'food': 0.0007582822008142197, 'too': 0.0006910818739785951}
2018-12-09 16:31:59,397 - lstmimpl - INFO - English: i like that enxp enxp <eos> 

2018-12-09 16:31:59,397 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 16:31:59,431 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9978084324534277, 'me': 0.00020980895747426485, 'smelled': 0.00012366356457758484, 'tomorrow': 9.309544708076469e-05, '<eos>': 7.877685621891756e-05}
2018-12-09 16:31:59,432 - lstmimpl - INFO - English: the house please enxp enxp <eos> 

2018-12-09 16:31:59,432 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 16:31:59,466 - lstmimpl - INFO - Probabilites for word aus : {'this': 0.08811818445481326, 'it': 0.07639572932224223, 'you': 0.0460358166925357, 'here': 0.035833216432736834, 'that': 0.03098966221377294}
2018-12-09 16:31:59,466 - lstmimpl - INFO - English: i dont like this enxp <eos> 

2018-12-09 16:31:59,467 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 16:31:59,500 - lstmimpl - INFO - Probabilites for word auf : {'here': 0.05180989146338098, 'eyes': 0.0168478775596012, 'well': 0.014361978499507242, 'welcome': 0.013268827829157333, 'there': 0.012631057189810764}
2018-12-09 16:31:59,501 - lstmimpl - INFO - English: i have very here enxp <eos> 

2018-12-09 16:31:59,501 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 16:31:59,535 - lstmimpl - INFO - Probabilites for word nicht : {'it': 0.125700609206944, 'this': 0.10681275991617065, 'you': 0.06150021672547547, 'that': 0.042052223652371046, 'tom': 0.030893783088391056}
2018-12-09 16:31:59,536 - lstmimpl - INFO - English: i dont like it enxp <eos> 

2018-12-09 16:31:59,536 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 16:31:59,570 - lstmimpl - INFO - Probabilites for word enttauscht : {'here': 0.02615699494807671, 'there': 0.017785258122953066, 'eyes': 0.012613728615875282, 'cute': 0.012588428500025922, 'brave': 0.011982485247879255}
2018-12-09 16:31:59,570 - lstmimpl - INFO - English: i have very here enxp <eos> 

2018-12-09 16:31:59,571 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 16:31:59,604 - lstmimpl - INFO - Probabilites for word hei : {'black': 0.06723014355343326, 'broken': 0.055264863730288646, 'comfortable': 0.05012373654776415, 'empty': 0.03166426747266414, 'blue': 0.024352517196719454}
2018-12-09 16:31:59,605 - lstmimpl - INFO - English: the room is black enxp <eos> 

2018-12-09 16:31:59,605 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 16:31:59,640 - lstmimpl - INFO - Probabilites for word dexp : {'way': 0.02082394922515275, 'eyes': 0.013955264404044704, 'cute': 0.013918484938082454, 'here': 0.013175837977529367, 'australia': 0.011365093369569588}
2018-12-09 16:31:59,641 - lstmimpl - INFO - English: i have our way enxp <eos> 

2018-12-09 16:35:51,059 - lstmimpl - INFO - Epoch: 1, Iteration: 8000, Encoder Loss: 12.97559549578856, Decoder Loss: 16.695176861807397, Learning Rate: 0.1
2018-12-09 16:35:51,061 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 16:35:51,062 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 16:35:51,096 - lstmimpl - INFO - Probabilites for word buch : {'dog': 0.029871931793699347, 'yes': 0.025102792384724494, 'genius': 0.023359613716007626, 'map': 0.021853171795914783, 'psycho': 0.020581268208931677}
2018-12-09 16:35:51,097 - lstmimpl - INFO - English: i have a dog enxp <eos> 

2018-12-09 16:35:51,097 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 16:35:51,131 - lstmimpl - INFO - Probabilites for word helfen : {'tennis': 0.05907536363020691, 'this': 0.027328238465332295, 'it': 0.026033976083254175, 'anything': 0.02312989126464271, 'tom': 0.022574977490967374}
2018-12-09 16:35:51,131 - lstmimpl - INFO - English: i dont like tennis enxp <eos> 

2018-12-09 16:35:51,132 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 16:35:51,167 - lstmimpl - INFO - Probabilites for word fahrrad : {'dog': 0.03214654506222448, 'genius': 0.02423668045602883, 'yes': 0.022536655622531786, 'map': 0.02105576664538153, 'psycho': 0.02091013138754997}
2018-12-09 16:35:51,168 - lstmimpl - INFO - English: i have a dog enxp <eos> 

2018-12-09 16:35:51,168 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 16:35:51,202 - lstmimpl - INFO - Probabilites for word dexp : {'key': 0.029254723384541832, 'eyes': 0.020316468011929507, 'friend': 0.01697488424970701, 'big': 0.015972587942117134, 'family': 0.015403014482044054}
2018-12-09 16:35:51,203 - lstmimpl - INFO - English: i like your key enxp <eos> 

2018-12-09 16:35:51,203 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 16:35:51,237 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9985322776815976, 'now': 0.00011371458407168199, 'time': 7.457301999987728e-05, 'dressed': 6.508316760792247e-05, 'alone': 5.0003548893382707e-05}
2018-12-09 16:35:51,237 - lstmimpl - INFO - English: tom was slowly enxp enxp <eos> 

2018-12-09 16:35:51,238 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 16:35:51,278 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9971555783218317, 'now': 0.0002378018137062827, 'yesterday': 0.00017460848973109938, 'time': 0.0001449585615417283, 'english': 0.00014125566509079612}
2018-12-09 16:35:51,278 - lstmimpl - INFO - English: i like english enxp enxp <eos> 

2018-12-09 16:35:51,279 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 16:35:51,312 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9905282437863712, 'now': 0.0007633203022952405, 'english': 0.0005599308576038553, 'here': 0.000537449764651301, 'yesterday': 0.0005322259213392906}
2018-12-09 16:35:51,313 - lstmimpl - INFO - English: i like english enxp enxp <eos> 

2018-12-09 16:35:51,314 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 16:35:51,355 - lstmimpl - INFO - Probabilites for word sonne : {'tennis': 0.04997524546107834, 'in': 0.04580990994955717, 'this': 0.043459881061088064, 'big': 0.03231683804562454, 'surprises': 0.018684606290924742}
2018-12-09 16:35:51,355 - lstmimpl - INFO - English: i dont like tennis enxp <eos> 

2018-12-09 16:35:51,356 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 16:35:51,391 - lstmimpl - INFO - Probabilites for word sein : {'it': 0.18956557891920633, 'that': 0.14189488819925447, 'tom': 0.13916849718532204, 'you': 0.13487388691112212, 'this': 0.04217629913214216}
2018-12-09 16:35:51,391 - lstmimpl - INFO - English: i dont know it enxp <eos> 

2018-12-09 16:35:51,392 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 16:35:51,425 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.6536792233069748, 'romantic': 0.013280135408950533, 'confused': 0.009496513347700634, 'chauffeur': 0.007963192614719337, 'dressed': 0.0071661092158727}
2018-12-09 16:35:51,426 - lstmimpl - INFO - English: tom is marys enxp enxp <eos> 

2018-12-09 16:35:51,426 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 16:35:51,460 - lstmimpl - INFO - Probabilites for word weinen : {'tennis': 0.04693270495972091, 'yesterday': 0.041862152069736015, 'anything': 0.023139689523365717, 'surprises': 0.022543840665280812, 'scared': 0.015328613362414907}
2018-12-09 16:35:51,461 - lstmimpl - INFO - English: i dont like tennis enxp <eos> 

2018-12-09 16:35:51,461 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 16:35:51,495 - lstmimpl - INFO - Probabilites for word vorbei : {'full': 0.31423132800667714, 'boring': 0.0751129489912402, 'empty': 0.06621376448468662, 'big': 0.05515276159291476, 'blue': 0.019460655161256137}
2018-12-09 16:35:51,495 - lstmimpl - INFO - English: the room was full enxp <eos> 

2018-12-09 16:35:51,496 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 16:35:51,529 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9995491674888678, 'now': 3.7073925569220655e-05, 'fast': 3.2412364261526616e-05, 'time': 3.0536802598943476e-05, 'dressed': 2.4077089395873106e-05}
2018-12-09 16:35:51,530 - lstmimpl - INFO - English: tom is married enxp enxp <eos> 

2018-12-09 16:35:51,530 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 16:35:51,564 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9992152535704768, 'me': 6.700203822377767e-05, 'tomorrow': 4.066906798936152e-05, 'smelled': 3.5602929016558766e-05, 'here': 2.901309741329798e-05}
2018-12-09 16:35:51,565 - lstmimpl - INFO - English: the answer please enxp enxp <eos> 

2018-12-09 16:35:51,565 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 16:35:51,599 - lstmimpl - INFO - Probabilites for word aus : {'tennis': 0.06899368367023602, 'anything': 0.03048624418356463, 'yesterday': 0.024387618137907057, 'in': 0.017900212676582834, 'much': 0.017091248792686194}
2018-12-09 16:35:51,600 - lstmimpl - INFO - English: i dont like tennis enxp <eos> 

2018-12-09 16:35:51,600 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 16:35:51,634 - lstmimpl - INFO - Probabilites for word auf : {'tennis': 0.06583196878232249, 'yesterday': 0.027640051437776203, 'anything': 0.02706995198182942, 'surprises': 0.02206281203526332, 'much': 0.01698787233766956}
2018-12-09 16:35:51,634 - lstmimpl - INFO - English: i dont like tennis enxp <eos> 

2018-12-09 16:35:51,635 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 16:35:51,670 - lstmimpl - INFO - Probabilites for word nicht : {'it': 0.21035895652398212, 'tom': 0.17236415031634564, 'you': 0.16394959371202572, 'that': 0.11598830252357437, 'this': 0.0380952209390859}
2018-12-09 16:35:51,670 - lstmimpl - INFO - English: i dont know it enxp <eos> 

2018-12-09 16:35:51,671 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 16:35:51,704 - lstmimpl - INFO - Probabilites for word enttauscht : {'yesterday': 0.019556985219931995, 'rome': 0.018037219853735378, 'strange': 0.01629663249330022, 'yes': 0.015760732091283786, 'confused': 0.015374195765234723}
2018-12-09 16:35:51,705 - lstmimpl - INFO - English: i have in yesterday enxp <eos> 

2018-12-09 16:35:51,705 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 16:35:51,739 - lstmimpl - INFO - Probabilites for word hei : {'full': 0.2198779036597217, 'boring': 0.08918441501495299, 'big': 0.05575498351076468, 'red': 0.043473155164544884, 'empty': 0.027984707898642446}
2018-12-09 16:35:51,740 - lstmimpl - INFO - English: the room is full enxp <eos> 

2018-12-09 16:35:51,740 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 16:35:51,780 - lstmimpl - INFO - Probabilites for word dexp : {'tennis': 0.05464762797728436, 'yesterday': 0.03887227105383778, 'anything': 0.024675478683986292, 'surprises': 0.0222235527169947, 'true': 0.015422406375490453}
2018-12-09 16:35:51,781 - lstmimpl - INFO - English: i dont like tennis enxp <eos> 

2018-12-09 16:39:41,755 - lstmimpl - INFO - Epoch: 1, Iteration: 8500, Encoder Loss: 13.502819505142435, Decoder Loss: 14.678090081332943, Learning Rate: 0.1
2018-12-09 16:39:41,756 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 16:39:41,758 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 16:39:41,794 - lstmimpl - INFO - Probabilites for word buch : {'singer': 0.024381516427590306, 'family': 0.023928326460218873, 'fault': 0.016950477566281007, 'psycho': 0.01651697698328564, 'hospital': 0.013346032916404123}
2018-12-09 16:39:41,794 - lstmimpl - INFO - English: i have a singer enxp <eos> 

2018-12-09 16:39:41,795 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 16:39:41,828 - lstmimpl - INFO - Probabilites for word helfen : {'wine': 0.03464902650689214, 'anything': 0.0197599896095898, 'ken': 0.0184827699996248, 'language': 0.015023743182957492, 'please': 0.014254412432665372}
2018-12-09 16:39:41,829 - lstmimpl - INFO - English: i dont like wine enxp <eos> 

2018-12-09 16:39:41,829 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 16:39:41,863 - lstmimpl - INFO - Probabilites for word fahrrad : {'singer': 0.024730607838032242, 'family': 0.020126975968694543, 'psycho': 0.01757633472908963, 'fault': 0.017160754612069958, 'hospital': 0.012936033258059193}
2018-12-09 16:39:41,864 - lstmimpl - INFO - English: i have a singer enxp <eos> 

2018-12-09 16:39:41,865 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 16:39:41,898 - lstmimpl - INFO - Probabilites for word dexp : {'happy': 0.18053943829333383, 'fast': 0.1424070099477788, 'dressed': 0.036672875303745495, 'too': 0.028067030944335103, 'honest': 0.02686283333102144}
2018-12-09 16:39:41,899 - lstmimpl - INFO - English: tom is very happy enxp <eos> 

2018-12-09 16:39:41,899 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 16:39:41,933 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9990114693889752, 'dressed': 0.0002102445723140965, 'fast': 5.101169410471016e-05, 'food': 4.2037355787039815e-05, 'there': 4.132973028042053e-05}
2018-12-09 16:39:41,933 - lstmimpl - INFO - English: tom is slowly enxp enxp <eos> 

2018-12-09 16:39:41,934 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 16:39:41,968 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.532535898250922, 'fast': 0.10162626974114526, 'happy': 0.031754749314902325, 'dressed': 0.026599988183271406, 'too': 0.0150957522235414}
2018-12-09 16:39:41,968 - lstmimpl - INFO - English: tom is very enxp enxp <eos> 

2018-12-09 16:39:41,969 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 16:39:42,003 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9948978380281084, 'food': 0.0003541613018597985, 'dressed': 0.0003377905824592283, 'now': 0.0002559471817738834, 'time': 0.00017770584619226386}
2018-12-09 16:39:42,004 - lstmimpl - INFO - English: i like please enxp enxp <eos> 

2018-12-09 16:39:42,004 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 16:39:42,038 - lstmimpl - INFO - Probabilites for word sonne : {'wine': 0.03650084416562721, 'ken': 0.02940739014237093, 'language': 0.022128865492741442, 'help': 0.015595051534040633, 'anything': 0.015082663576265096}
2018-12-09 16:39:42,038 - lstmimpl - INFO - English: i dont like wine enxp <eos> 

2018-12-09 16:39:42,039 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 16:39:42,072 - lstmimpl - INFO - Probabilites for word sein : {'that': 0.1723292674932797, 'you': 0.10580765204223089, 'it': 0.09458355657120396, 'her': 0.05658510222585146, 'me': 0.05492000287941122}
2018-12-09 16:39:42,073 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 16:39:42,073 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 16:39:42,107 - lstmimpl - INFO - Probabilites for word dexp : {'happy': 0.2087633055882879, 'fast': 0.11726827488656721, 'enxp': 0.03262522300898778, 'honest': 0.02656908246177251, 'dressed': 0.026296878342166655}
2018-12-09 16:39:42,108 - lstmimpl - INFO - English: tom is very happy enxp <eos> 

2018-12-09 16:39:42,108 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 16:39:42,143 - lstmimpl - INFO - Probabilites for word weinen : {'anything': 0.04046785554125953, 'wine': 0.024750816051704996, 'please': 0.009981234517365017, 'animals': 0.009472055302801988, 'ken': 0.00941368844804891}
2018-12-09 16:39:42,144 - lstmimpl - INFO - English: i dont like anything enxp <eos> 

2018-12-09 16:39:42,144 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 16:39:42,178 - lstmimpl - INFO - Probabilites for word vorbei : {'fast': 0.047751832138391646, 'off': 0.03601820863249224, 'amusing': 0.031047051734531803, 'full': 0.027235119133324978, 'dirty': 0.01975203166604227}
2018-12-09 16:39:42,179 - lstmimpl - INFO - English: the button was fast enxp <eos> 

2018-12-09 16:39:42,179 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 16:39:42,213 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.31222645636757385, 'fast': 0.18426374744176646, 'happy': 0.04144055247425268, 'dressed': 0.039745975034450765, 'too': 0.023424698091035367}
2018-12-09 16:39:42,213 - lstmimpl - INFO - English: tom is very enxp enxp <eos> 

2018-12-09 16:39:42,214 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 16:39:42,247 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999094120305303, '<eos>': 1.4552904069709719e-05, 'tomorrow': 4.6818860453454015e-06, 'me': 4.671146264876767e-06, 'here': 4.4873610215476665e-06}
2018-12-09 16:39:42,248 - lstmimpl - INFO - English: the story enxp enxp enxp <eos> 

2018-12-09 16:39:42,248 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 16:39:42,283 - lstmimpl - INFO - Probabilites for word aus : {'you': 0.1539524985144778, 'that': 0.14784401982436493, 'it': 0.10178885106950851, 'anything': 0.058816369701250135, 'her': 0.04587709032271524}
2018-12-09 16:39:42,284 - lstmimpl - INFO - English: i dont know you enxp <eos> 

2018-12-09 16:39:42,284 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 16:39:42,318 - lstmimpl - INFO - Probabilites for word auf : {'anything': 0.04562138406383786, 'wine': 0.018494178382674083, 'animals': 0.012508783503885894, 'ken': 0.011784473652574635, 'please': 0.010821544024420876}
2018-12-09 16:39:42,318 - lstmimpl - INFO - English: i dont like anything enxp <eos> 

2018-12-09 16:39:42,319 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 16:39:42,375 - lstmimpl - INFO - Probabilites for word nicht : {'you': 0.15213183565400232, 'that': 0.14706370767512122, 'it': 0.12124455349419368, 'her': 0.06034387391216469, 'tom': 0.0434151113692136}
2018-12-09 16:39:42,376 - lstmimpl - INFO - English: i dont know you enxp <eos> 

2018-12-09 16:39:42,376 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 16:39:42,412 - lstmimpl - INFO - Probabilites for word enttauscht : {'wine': 0.02427530066114897, 'anything': 0.022192256242775578, 'ken': 0.015968440131638586, 'mike': 0.014565746750889065, 'please': 0.013432779682933611}
2018-12-09 16:39:42,412 - lstmimpl - INFO - English: i dont like wine enxp <eos> 

2018-12-09 16:39:42,413 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 16:39:42,446 - lstmimpl - INFO - Probabilites for word hei : {'full': 0.0855314851349554, 'amusing': 0.052264184521425, 'empty': 0.0452894068696049, 'fast': 0.028438880863729137, 'off': 0.027763251870612744}
2018-12-09 16:39:42,447 - lstmimpl - INFO - English: the room was full enxp <eos> 

2018-12-09 16:39:42,448 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 16:39:42,481 - lstmimpl - INFO - Probabilites for word dexp : {'house': 0.02346921335747879, 'people': 0.016649407543444867, 'family': 0.01564539060119814, 'assistance': 0.014345829663238326, 'eyes': 0.014129302877961143}
2018-12-09 16:39:42,482 - lstmimpl - INFO - English: i like your house enxp <eos> 

2018-12-09 16:43:31,261 - lstmimpl - INFO - Epoch: 1, Iteration: 9000, Encoder Loss: 8.71208938941625, Decoder Loss: 9.954206419316172, Learning Rate: 0.1
2018-12-09 16:43:31,263 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 16:43:31,264 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 16:43:31,298 - lstmimpl - INFO - Probabilites for word buch : {'family': 0.0804652858737985, 'late': 0.07612828074010736, 'dog': 0.06931845972642679, 'joke': 0.020070423796997684, 'hero': 0.01707507201511705}
2018-12-09 16:43:31,298 - lstmimpl - INFO - English: i have a family enxp <eos> 

2018-12-09 16:43:31,299 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 16:43:31,332 - lstmimpl - INFO - Probabilites for word helfen : {'family': 0.07157309573739642, 'father': 0.038721167187631016, 'son': 0.027174166716282165, 'eyes': 0.023230785894142323, 'sister': 0.022951013000484466}
2018-12-09 16:43:31,333 - lstmimpl - INFO - English: i love my family enxp <eos> 

2018-12-09 16:43:31,333 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 16:43:31,370 - lstmimpl - INFO - Probabilites for word fahrrad : {'family': 0.04661082105516472, 'asia': 0.01976664060794528, 'dog': 0.019051661799867396, 'books': 0.016611148526843627, 'idea': 0.014412807583762812}
2018-12-09 16:43:31,371 - lstmimpl - INFO - English: i have two family enxp <eos> 

2018-12-09 16:43:31,372 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 16:43:31,405 - lstmimpl - INFO - Probabilites for word dexp : {'hungry': 0.20544398638478858, 'enxp': 0.06535479442693394, 'fast': 0.05536729889939232, 'old': 0.03886138638110161, 'sick': 0.03772074029155744}
2018-12-09 16:43:31,406 - lstmimpl - INFO - English: tom is very hungry enxp <eos> 

2018-12-09 16:43:31,406 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 16:43:31,440 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9786646358585359, 'sweet': 0.004313954128757212, 'late': 0.0013703028016817816, 'please': 0.0011209410468831329, 'tom': 0.0008940764275112448}
2018-12-09 16:43:31,440 - lstmimpl - INFO - English: tom will us enxp enxp <eos> 

2018-12-09 16:43:31,441 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 16:43:31,475 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.998522216000624, 'dressed': 0.00014870423194937777, 'late': 9.112277275895021e-05, 'there': 6.160660485070043e-05, 'sweet': 5.592671435486529e-05}
2018-12-09 16:43:31,475 - lstmimpl - INFO - English: tom is late enxp enxp <eos> 

2018-12-09 16:43:31,476 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 16:43:31,509 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9998599321719364, 'food': 8.69645531785304e-06, 'dressed': 8.573288795656998e-06, 'sweet': 4.397942171051591e-06, 'tomorrow': 4.247077145609608e-06}
2018-12-09 16:43:31,510 - lstmimpl - INFO - English: i love please enxp enxp <eos> 

2018-12-09 16:43:31,510 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 16:43:31,544 - lstmimpl - INFO - Probabilites for word sonne : {'wine': 0.039012481505696625, 'it': 0.03314839403144399, 'this': 0.018739403103153852, 'in': 0.015304218897365817, 'that': 0.011449989320392689}
2018-12-09 16:43:31,544 - lstmimpl - INFO - English: i dont like wine enxp <eos> 

2018-12-09 16:43:31,545 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 16:43:31,578 - lstmimpl - INFO - Probabilites for word sein : {'it': 0.391498967465624, 'that': 0.22052789184983093, 'tom': 0.10591850692874709, 'you': 0.05577014331974413, 'him': 0.022519351617869665}
2018-12-09 16:43:31,579 - lstmimpl - INFO - English: i dont know it enxp <eos> 

2018-12-09 16:43:31,580 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 16:43:31,613 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9935743641727383, 'late': 0.0005768632528074203, 'sweet': 0.0005299745180233537, 'dressed': 0.00046827601540042833, 'swims': 0.0003928385848158382}
2018-12-09 16:43:31,614 - lstmimpl - INFO - English: tom is late enxp enxp <eos> 

2018-12-09 16:43:31,614 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 16:43:31,650 - lstmimpl - INFO - Probabilites for word weinen : {'hungry': 0.1864055897182966, 'happy': 0.04395941024935159, 'sick': 0.03957597875967192, 'brave': 0.0332278613738773, 'tired': 0.03319769640720026}
2018-12-09 16:43:31,650 - lstmimpl - INFO - English: tom is very hungry enxp <eos> 

2018-12-09 16:43:31,651 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 16:43:31,684 - lstmimpl - INFO - Probabilites for word vorbei : {'broken': 0.05130203322340025, 'good': 0.038220668714720955, 'empty': 0.03789512461871876, 'blue': 0.022464482732264045, 'ten': 0.018002914757971875}
2018-12-09 16:43:31,685 - lstmimpl - INFO - English: the father is broken enxp <eos> 

2018-12-09 16:43:31,685 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 16:43:31,719 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.994892522043327, 'dressed': 0.0005670027822538183, 'late': 0.00042200051076307426, 'sweet': 0.00039747706614270777, 'swims': 0.0002547174879009477}
2018-12-09 16:43:31,720 - lstmimpl - INFO - English: tom is late enxp enxp <eos> 

2018-12-09 16:43:31,720 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 16:43:31,753 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999029893753011, '<eos>': 2.4816990443814625e-05, 'tom': 1.2089206408595335e-05, 'me': 3.7100815545481197e-06, 'sweet': 2.555839402664868e-06}
2018-12-09 16:43:31,754 - lstmimpl - INFO - English: the father enxp enxp enxp <eos> 

2018-12-09 16:43:31,755 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 16:43:31,788 - lstmimpl - INFO - Probabilites for word aus : {'it': 0.2935441087571993, 'that': 0.24335331833728263, 'tom': 0.09871357131980077, 'you': 0.05804277503694366, 'him': 0.027061850883538758}
2018-12-09 16:43:31,789 - lstmimpl - INFO - English: i dont know it enxp <eos> 

2018-12-09 16:43:31,789 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 16:43:31,823 - lstmimpl - INFO - Probabilites for word auf : {'it': 0.3512937719674848, 'that': 0.2025387130698284, 'tom': 0.08593718619829852, 'you': 0.04820269194288236, 'him': 0.028647565664025924}
2018-12-09 16:43:31,823 - lstmimpl - INFO - English: i dont know it enxp <eos> 

2018-12-09 16:43:31,824 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 16:43:31,857 - lstmimpl - INFO - Probabilites for word nicht : {'it': 0.3334247164759441, 'that': 0.23583254300326087, 'tom': 0.09846621599659229, 'you': 0.05955182289528847, 'me': 0.03425741214635732}
2018-12-09 16:43:31,858 - lstmimpl - INFO - English: i dont know it enxp <eos> 

2018-12-09 16:43:31,858 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 16:43:31,892 - lstmimpl - INFO - Probabilites for word enttauscht : {'family': 0.050368397091340944, 'father': 0.0399785250171279, 'son': 0.029857746481019215, 'eyes': 0.02454985793906481, 'house': 0.020709629598158794}
2018-12-09 16:43:31,893 - lstmimpl - INFO - English: i love my family enxp <eos> 

2018-12-09 16:43:31,893 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 16:43:31,927 - lstmimpl - INFO - Probabilites for word hei : {'good': 0.0636929648761693, 'broken': 0.061581048064107816, 'empty': 0.03267364419300341, 'blue': 0.025119311901499575, 'big': 0.019006180727101873}
2018-12-09 16:43:31,927 - lstmimpl - INFO - English: the father is good enxp <eos> 

2018-12-09 16:43:31,928 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 16:43:31,961 - lstmimpl - INFO - Probabilites for word dexp : {'father': 0.036155922170786135, 'house': 0.03245756432297066, 'son': 0.03044401284331051, 'money': 0.01712805454566897, 'people': 0.015758433268203503}
2018-12-09 16:43:31,962 - lstmimpl - INFO - English: i love my father enxp <eos> 

2018-12-09 16:47:22,237 - lstmimpl - INFO - Epoch: 1, Iteration: 9500, Encoder Loss: 16.472972035328272, Decoder Loss: 18.484849196524884, Learning Rate: 0.1
2018-12-09 16:47:22,239 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 16:47:22,240 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 16:47:22,274 - lstmimpl - INFO - Probabilites for word buch : {'woman': 0.025578534724388754, 'dog': 0.023979809620020928, 'bookworm': 0.020659970781011557, 'girl': 0.02063633788790908, 'doctor': 0.01786500784926682}
2018-12-09 16:47:22,274 - lstmimpl - INFO - English: i have a woman enxp <eos> 

2018-12-09 16:47:22,275 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 16:47:22,308 - lstmimpl - INFO - Probabilites for word helfen : {'son': 0.021593462218852732, 'cousins': 0.013704110539690442, 'woman': 0.01350669384109403, 'idea': 0.012185239167382072, 'money': 0.011919708436590468}
2018-12-09 16:47:22,309 - lstmimpl - INFO - English: i have two son enxp <eos> 

2018-12-09 16:47:22,309 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 16:47:22,361 - lstmimpl - INFO - Probabilites for word fahrrad : {'woman': 0.031542606987676323, 'dog': 0.02447317461330928, 'bookworm': 0.02176524731720619, 'girl': 0.020468524218227823, 'doctor': 0.01940104507109455}
2018-12-09 16:47:22,361 - lstmimpl - INFO - English: i have a woman enxp <eos> 

2018-12-09 16:47:22,362 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 16:47:22,400 - lstmimpl - INFO - Probabilites for word dexp : {'brave': 0.10263584823341007, 'busy': 0.07613498744856667, 'happy': 0.06423194333030405, 'hungry': 0.038687317242911835, 'right': 0.03157631182174789}
2018-12-09 16:47:22,400 - lstmimpl - INFO - English: he is very brave enxp <eos> 

2018-12-09 16:47:22,401 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 16:47:22,434 - lstmimpl - INFO - Probabilites for word dexp : {'that': 0.1663887445182883, 'anything': 0.08162257374559768, 'him': 0.05489325637870201, 'much': 0.044269741716708985, 'go': 0.0407200115199564}
2018-12-09 16:47:22,435 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 16:47:22,435 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 16:47:22,469 - lstmimpl - INFO - Probabilites for word dexp : {'happy': 0.10201330604086176, 'hungry': 0.07100040666431427, 'yesterday': 0.04645374594090159, 'busy': 0.04360394087224073, 'brave': 0.027313347622201483}
2018-12-09 16:47:22,470 - lstmimpl - INFO - English: i was very happy enxp <eos> 

2018-12-09 16:47:22,470 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 16:47:22,504 - lstmimpl - INFO - Probabilites for word dexp : {'busy': 0.08544319148703937, 'happy': 0.0806806880071411, 'hungry': 0.06460463449710713, 'brave': 0.03384549491038122, 'yesterday': 0.03176470792728139}
2018-12-09 16:47:22,504 - lstmimpl - INFO - English: i am very busy enxp <eos> 

2018-12-09 16:47:22,505 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 16:47:22,538 - lstmimpl - INFO - Probabilites for word sonne : {'much': 0.04947481688596041, 'wine': 0.024545268387314176, 'language': 0.015984601000389058, 'how': 0.014456676867168214, 'anything': 0.009005178368539628}
2018-12-09 16:47:22,539 - lstmimpl - INFO - English: i dont like much enxp <eos> 

2018-12-09 16:47:22,539 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 16:47:22,573 - lstmimpl - INFO - Probabilites for word sein : {'that': 0.18981518554411994, 'much': 0.10380203168043857, 'anything': 0.05174736402463756, 'you': 0.044819391461197684, 'him': 0.04317065159298824}
2018-12-09 16:47:22,574 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 16:47:22,574 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 16:47:22,610 - lstmimpl - INFO - Probabilites for word dexp : {'brave': 0.08418180410590421, 'happy': 0.06870435275962848, 'busy': 0.05278909732293826, 'hungry': 0.049840011828925314, 'right': 0.034073457073782856}
2018-12-09 16:47:22,611 - lstmimpl - INFO - English: he is very brave enxp <eos> 

2018-12-09 16:47:22,611 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 16:47:22,646 - lstmimpl - INFO - Probabilites for word weinen : {'happy': 0.04349933847268989, 'brave': 0.0413271646623673, 'correct': 0.030947560990217386, 'hungry': 0.029416256423147748, 'busy': 0.028675598805216414}
2018-12-09 16:47:22,647 - lstmimpl - INFO - English: tom is very happy enxp <eos> 

2018-12-09 16:47:22,648 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 16:47:22,681 - lstmimpl - INFO - Probabilites for word vorbei : {'broken': 0.09492475109083126, 'good': 0.046429126405330416, 'empty': 0.032180648557901155, 'red': 0.022440042908466785, 'off': 0.015650500247161518}
2018-12-09 16:47:22,682 - lstmimpl - INFO - English: the father is broken enxp <eos> 

2018-12-09 16:47:22,682 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 16:47:22,716 - lstmimpl - INFO - Probabilites for word dexp : {'fast': 0.10389952153515541, 'brave': 0.0409518696351929, 'hungry': 0.036887246499622946, 'busy': 0.0323232970575455, 'alone': 0.027540910762810896}
2018-12-09 16:47:22,716 - lstmimpl - INFO - English: tom is very fast enxp <eos> 

2018-12-09 16:47:22,717 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 16:47:22,750 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.050440479814887015, 'french': 0.03523335509858521, 'fast': 0.03293339430803852, 'sweet': 0.02147202020812922, 'down': 0.019015160966659377}
2018-12-09 16:47:22,751 - lstmimpl - INFO - English: the father went enxp enxp <eos> 

2018-12-09 16:47:22,752 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 16:47:22,785 - lstmimpl - INFO - Probabilites for word aus : {'that': 0.22880268550712413, 'much': 0.10414603530811503, 'anything': 0.057216386555204966, 'him': 0.05562079920714478, 'you': 0.043572315334953274}
2018-12-09 16:47:22,786 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 16:47:22,786 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 16:47:22,820 - lstmimpl - INFO - Probabilites for word auf : {'that': 0.09531082476466027, 'anything': 0.08835795887262472, 'much': 0.07650430230020099, 'him': 0.03718063404248513, 'french': 0.02965419193436766}
2018-12-09 16:47:22,820 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 16:47:22,821 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 16:47:22,854 - lstmimpl - INFO - Probabilites for word nicht : {'that': 0.25350907345905543, 'much': 0.10877568339011728, 'you': 0.06123888362207508, 'him': 0.05301728285817311, 'anything': 0.040585432893394995}
2018-12-09 16:47:22,855 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 16:47:22,856 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 16:47:22,889 - lstmimpl - INFO - Probabilites for word enttauscht : {'son': 0.024946252530124002, 'cousins': 0.01712077504795803, 'idea': 0.015917389522612995, 'woman': 0.014877679607267567, 'money': 0.011740507963297795}
2018-12-09 16:47:22,890 - lstmimpl - INFO - English: i have two son enxp <eos> 

2018-12-09 16:47:22,890 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 16:47:22,924 - lstmimpl - INFO - Probabilites for word hei : {'good': 0.0603873974681391, 'broken': 0.0582979859970878, 'empty': 0.02456649611120226, 'in': 0.021897328451740743, 'red': 0.020291092677088427}
2018-12-09 16:47:22,924 - lstmimpl - INFO - English: the father is good enxp <eos> 

2018-12-09 16:47:22,925 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 16:47:22,958 - lstmimpl - INFO - Probabilites for word dexp : {'anything': 0.08269088807894609, 'that': 0.07140324471495342, 'much': 0.04876831760119411, 'how': 0.042298827094937194, 'french': 0.028412017044499423}
2018-12-09 16:47:22,959 - lstmimpl - INFO - English: i dont know anything enxp <eos> 

2018-12-09 16:51:13,214 - lstmimpl - INFO - Models saved successfully!
2018-12-09 16:51:13,687 - lstmimpl - INFO - Epoch: 2, Iteration: 10000, Encoder Loss: 22.81657071075119, Decoder Loss: 19.13817375884797, Learning Rate: 0.1
2018-12-09 16:51:13,689 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 16:51:13,690 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 16:51:13,723 - lstmimpl - INFO - Probabilites for word buch : {'singer': 0.044855570818282654, 'woman': 0.021168223562030148, 'cat': 0.02050187534367961, 'daughters': 0.020016378733706965, 'republic': 0.017727071159099037}
2018-12-09 16:51:13,724 - lstmimpl - INFO - English: i have a singer enxp <eos> 

2018-12-09 16:51:13,724 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 16:51:13,758 - lstmimpl - INFO - Probabilites for word helfen : {'money': 0.030280647698354805, 'brothers': 0.025303071673250306, 'cousins': 0.022644405068411585, 'enxp': 0.01596626252164239, 'ideas': 0.015619533055975268}
2018-12-09 16:51:13,758 - lstmimpl - INFO - English: i have two money enxp <eos> 

2018-12-09 16:51:13,759 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 16:51:13,794 - lstmimpl - INFO - Probabilites for word fahrrad : {'singer': 0.047880692202327886, 'woman': 0.024374029659940597, 'cat': 0.02292738967322945, 'daughters': 0.019236012046464232, 'republic': 0.014318318943854933}
2018-12-09 16:51:13,795 - lstmimpl - INFO - English: i have a singer enxp <eos> 

2018-12-09 16:51:13,795 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 16:51:13,829 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.4115161015282241, 'fast': 0.030450597322975257, 'sick': 0.021320200032831763, 'too': 0.02034984100734577, 'old': 0.01825658500222509}
2018-12-09 16:51:13,829 - lstmimpl - INFO - English: he is very enxp enxp <eos> 

2018-12-09 16:51:13,830 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 16:51:13,863 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9955156163870412, 'you': 0.0007289394328008737, 'tom': 0.0007274590668901433, 'here': 0.0002884974140750339, 'please': 0.0002080810632721892}
2018-12-09 16:51:13,864 - lstmimpl - INFO - English: tom will wait enxp enxp <eos> 

2018-12-09 16:51:13,864 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 16:51:13,898 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999849523377145, 'tomorrow': 1.2864341178407652e-06, 'here': 1.22277049683285e-06, 'hair': 8.710990802905075e-07, 'now': 8.645937551262135e-07}
2018-12-09 16:51:13,898 - lstmimpl - INFO - English: i am exhausted enxp enxp <eos> 

2018-12-09 16:51:13,899 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 16:51:13,932 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999362755951228, 'here': 5.193605950507841e-06, 'hair': 4.472670402117756e-06, 'tomorrow': 3.2779133647784815e-06, 'up': 3.1685980728413873e-06}
2018-12-09 16:51:13,933 - lstmimpl - INFO - English: i am exhausted enxp enxp <eos> 

2018-12-09 16:51:13,933 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 16:51:13,967 - lstmimpl - INFO - Probabilites for word sonne : {'money': 0.017622001775936782, 'cousins': 0.01745627480970139, 'idea': 0.01541865144323574, 'brothers': 0.014123633810277562, 'daughters': 0.012898910364585915}
2018-12-09 16:51:13,968 - lstmimpl - INFO - English: i have two money enxp <eos> 

2018-12-09 16:51:13,968 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 16:51:14,002 - lstmimpl - INFO - Probabilites for word sein : {'that': 0.17376418686761047, 'it': 0.12022594032055388, 'tom': 0.08156195616452575, 'you': 0.07325958962213522, 'this': 0.07310249106348625}
2018-12-09 16:51:14,002 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 16:51:14,003 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 16:51:14,038 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9998325536685494, 'dressed': 1.2310953089153426e-05, 'hair': 1.0293106369785226e-05, 'tomorrow': 8.027763022268684e-06, 'here': 6.826554883874412e-06}
2018-12-09 16:51:14,038 - lstmimpl - INFO - English: tom is obstinate enxp enxp <eos> 

2018-12-09 16:51:14,039 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 16:51:14,072 - lstmimpl - INFO - Probabilites for word weinen : {'you': 0.07861426088548772, 'him': 0.0687042407150145, 'up': 0.06799393599668395, 'enxp': 0.05770235917007498, 'me': 0.04402428798795967}
2018-12-09 16:51:14,073 - lstmimpl - INFO - English: tom will wait you enxp <eos> 

2018-12-09 16:51:14,073 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 16:51:14,150 - lstmimpl - INFO - Probabilites for word vorbei : {'angry': 0.08687647125096969, 'dirty': 0.04768979466487626, 'negative': 0.028484758521829384, 'broken': 0.026635279874798426, 'true': 0.026381726933254915}
2018-12-09 16:51:14,151 - lstmimpl - INFO - English: the father is angry enxp <eos> 

2018-12-09 16:51:14,151 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 16:51:14,204 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999842220431432, 'tomorrow': 1.6162511170473266e-06, 'here': 1.0856493213048661e-06, 'now': 9.039489286821935e-07, 'tom': 7.346932635411351e-07}
2018-12-09 16:51:14,205 - lstmimpl - INFO - English: i am exhausted enxp enxp <eos> 

2018-12-09 16:51:14,205 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 16:51:14,239 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9973512095284197, 'sweet': 0.00014556694326562177, 'tom': 0.00013953833265306943, 'smelled': 0.00013087820428587336, 'tomorrow': 0.00012319453237017103}
2018-12-09 16:51:14,240 - lstmimpl - INFO - English: the story smelled enxp enxp <eos> 

2018-12-09 16:51:14,240 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 16:51:14,273 - lstmimpl - INFO - Probabilites for word aus : {'that': 0.1457968647897968, 'you': 0.10036792442500485, 'him': 0.09237693564975367, 'it': 0.08341265489495833, 'tom': 0.07613026698525188}
2018-12-09 16:51:14,274 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 16:51:14,275 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 16:51:14,309 - lstmimpl - INFO - Probabilites for word auf : {'very': 0.0512314696879962, 'fast': 0.05091611533708224, 'too': 0.042996618922808934, 'brothers': 0.020530328900523077, 'angry': 0.02030223854809503}
2018-12-09 16:51:14,310 - lstmimpl - INFO - English: tom is very very enxp <eos> 

2018-12-09 16:51:14,310 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 16:51:14,346 - lstmimpl - INFO - Probabilites for word nicht : {'that': 0.13937694532526676, 'you': 0.11819557574466548, 'it': 0.10571207180230116, 'tom': 0.09334321155905273, 'him': 0.07559032576306211}
2018-12-09 16:51:14,347 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 16:51:14,347 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 16:51:14,381 - lstmimpl - INFO - Probabilites for word enttauscht : {'money': 0.0468516618745571, 'brothers': 0.029645476970704736, 'son': 0.023312999680922094, 'cousins': 0.02032775828582419, 'idea': 0.01955763855811297}
2018-12-09 16:51:14,382 - lstmimpl - INFO - English: i have my money enxp <eos> 

2018-12-09 16:51:14,382 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 16:51:14,416 - lstmimpl - INFO - Probabilites for word hei : {'dirty': 0.0746377785460816, 'broken': 0.0525833695585829, 'angry': 0.0393128541935843, 'thirsty': 0.026560374945795204, 'tall': 0.025997460276177723}
2018-12-09 16:51:14,416 - lstmimpl - INFO - English: the boy is dirty enxp <eos> 

2018-12-09 16:51:14,417 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 16:51:14,450 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.8480600066869336, 'money': 0.006219838813178462, 'hungry': 0.003851144045021993, 'please': 0.003655608691873578, 'hair': 0.0033716920369497748}
2018-12-09 16:51:14,451 - lstmimpl - INFO - English: i am eating enxp enxp <eos> 

2018-12-09 16:55:06,931 - lstmimpl - INFO - Epoch: 2, Iteration: 10500, Encoder Loss: 11.663471547189108, Decoder Loss: 11.12069013552683, Learning Rate: 0.1
2018-12-09 16:55:06,932 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 16:55:06,934 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 16:55:06,967 - lstmimpl - INFO - Probabilites for word buch : {'woman': 0.15390438320182986, 'dream': 0.07243551870818005, 'dog': 0.04501529514829859, 'map': 0.04153357047160738, 'gun': 0.030874131563754507}
2018-12-09 16:55:06,968 - lstmimpl - INFO - English: i have a woman enxp <eos> 

2018-12-09 16:55:06,968 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 16:55:07,002 - lstmimpl - INFO - Probabilites for word helfen : {'woman': 0.15703009868354598, 'dream': 0.09132297140708324, 'dog': 0.056638299103172356, 'map': 0.0343139057519006, 'gun': 0.03217357247061925}
2018-12-09 16:55:07,002 - lstmimpl - INFO - English: i have a woman enxp <eos> 

2018-12-09 16:55:07,003 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 16:55:07,037 - lstmimpl - INFO - Probabilites for word fahrrad : {'woman': 0.16537151529118754, 'dream': 0.06914238099338826, 'dog': 0.040776639489975904, 'map': 0.03866194998537039, 'whore': 0.032003240436651696}
2018-12-09 16:55:07,037 - lstmimpl - INFO - English: i have a woman enxp <eos> 

2018-12-09 16:55:07,038 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 16:55:07,071 - lstmimpl - INFO - Probabilites for word dexp : {'hardworking': 0.2515155356021326, 'nuts': 0.09515565814857146, 'whore': 0.02874361704307805, 'fast': 0.024033708036878695, 'neighbor': 0.0232473547399941}
2018-12-09 16:55:07,072 - lstmimpl - INFO - English: tom is very hardworking enxp <eos> 

2018-12-09 16:55:07,072 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 16:55:07,106 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.14908656107637736, 'fast': 0.0910197953899052, 'well': 0.07515944353052342, 'mary': 0.02771060086566908, 'together': 0.02410252049506338}
2018-12-09 16:55:07,107 - lstmimpl - INFO - English: tom kept french enxp enxp <eos> 

2018-12-09 16:55:07,107 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 16:55:07,142 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9957916086319029, 'too': 0.00039417830995793943, 'time': 0.0003291288149420119, 'there': 0.0003136574683932879, 'fast': 0.0003047297307843169}
2018-12-09 16:55:07,143 - lstmimpl - INFO - English: tom is thirsty enxp enxp <eos> 

2018-12-09 16:55:07,143 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 16:55:07,177 - lstmimpl - INFO - Probabilites for word dexp : {'hardworking': 0.2194183529513914, 'nuts': 0.0774663352519163, 'fast': 0.03056280681950947, 'too': 0.02472745409636286, 'whore': 0.02471641666977095}
2018-12-09 16:55:07,177 - lstmimpl - INFO - English: tom is very hardworking enxp <eos> 

2018-12-09 16:55:07,178 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 16:55:07,211 - lstmimpl - INFO - Probabilites for word sonne : {'woman': 0.14594019260425153, 'dream': 0.08407632217672627, 'dog': 0.04657173909727777, 'map': 0.037560341916263194, 'gun': 0.027142408071517552}
2018-12-09 16:55:07,212 - lstmimpl - INFO - English: i have a woman enxp <eos> 

2018-12-09 16:55:07,212 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 16:55:07,246 - lstmimpl - INFO - Probabilites for word sein : {'that': 0.5554102032750468, 'it': 0.10594045075939547, 'this': 0.03768362813779539, 'him': 0.03666750066893138, 'anything': 0.0340155133703604}
2018-12-09 16:55:07,247 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 16:55:07,247 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 16:55:07,281 - lstmimpl - INFO - Probabilites for word dexp : {'hardworking': 0.23350156653371745, 'nuts': 0.06645698642968581, 'fast': 0.06153955504199016, 'too': 0.031979529898814155, 'whore': 0.023280874060692514}
2018-12-09 16:55:07,281 - lstmimpl - INFO - English: tom is very hardworking enxp <eos> 

2018-12-09 16:55:07,282 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 16:55:07,315 - lstmimpl - INFO - Probabilites for word weinen : {'horse': 0.0423234286278214, 'grandfather': 0.03908800807544755, 'subject': 0.0350885152419405, 'sentence': 0.033221501460553325, 'baby': 0.02477492281295712}
2018-12-09 16:55:07,316 - lstmimpl - INFO - English: tom kept his horse enxp <eos> 

2018-12-09 16:55:07,316 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 16:55:07,362 - lstmimpl - INFO - Probabilites for word vorbei : {'thirsty': 0.08047122580544881, 'tall': 0.05304504635815681, 'brown': 0.0499395234077235, 'married': 0.03112499351911864, 'weak': 0.02746400061027342}
2018-12-09 16:55:07,363 - lstmimpl - INFO - English: the cat is thirsty enxp <eos> 

2018-12-09 16:55:07,364 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 16:55:07,417 - lstmimpl - INFO - Probabilites for word dexp : {'hardworking': 0.1973898836557436, 'fast': 0.10890136435284804, 'nuts': 0.05215337505142438, 'too': 0.04721261654955418, 'dexterous': 0.021242970532760034}
2018-12-09 16:55:07,418 - lstmimpl - INFO - English: tom is very hardworking enxp <eos> 

2018-12-09 16:55:07,418 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 16:55:07,480 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999426372585494, '<eos>': 8.112957532863202e-06, 'tom': 7.657498915760923e-06, 'together': 7.038582182586972e-06, 'tomorrow': 3.2752511324996474e-06}
2018-12-09 16:55:07,481 - lstmimpl - INFO - English: the kept enxp enxp enxp <eos> 

2018-12-09 16:55:07,481 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 16:55:07,535 - lstmimpl - INFO - Probabilites for word aus : {'subject': 0.03425749525957036, 'son': 0.03375721210120083, 'money': 0.030774459950005245, 'job': 0.0250190677427659, 'father': 0.024038284932317}
2018-12-09 16:55:07,536 - lstmimpl - INFO - English: i hate the subject enxp <eos> 

2018-12-09 16:55:07,536 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 16:55:07,586 - lstmimpl - INFO - Probabilites for word auf : {'son': 0.05914787040816621, 'job': 0.0418048525596206, 'money': 0.02806409686753355, 'subject': 0.027332041914740302, 'sentence': 0.02545658049608159}
2018-12-09 16:55:07,587 - lstmimpl - INFO - English: i hate my son enxp <eos> 

2018-12-09 16:55:07,587 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 16:55:07,652 - lstmimpl - INFO - Probabilites for word nicht : {'that': 0.6327130289476017, 'it': 0.06724657509872718, 'this': 0.041039649261573025, 'him': 0.0345187007580993, 'anything': 0.02397214043607898}
2018-12-09 16:55:07,653 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 16:55:07,654 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 16:55:07,703 - lstmimpl - INFO - Probabilites for word enttauscht : {'hardworking': 0.13050760208628456, 'nuts': 0.07710750991754274, 'neighbor': 0.03142898122397649, 'cousins': 0.02968463612414992, 'forty': 0.026953125367777005}
2018-12-09 16:55:07,704 - lstmimpl - INFO - English: he is very hardworking enxp <eos> 

2018-12-09 16:55:07,704 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 16:55:07,757 - lstmimpl - INFO - Probabilites for word hei : {'thirsty': 0.06519046078521887, 'tall': 0.05875926751465427, 'brown': 0.05723716606885667, 'difficult': 0.03985112167169419, 'weak': 0.03192664114478066}
2018-12-09 16:55:07,757 - lstmimpl - INFO - English: the cat is thirsty enxp <eos> 

2018-12-09 16:55:07,758 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 16:55:07,809 - lstmimpl - INFO - Probabilites for word dexp : {'cousins': 0.03311560075326219, 'woman': 0.030687135575633503, 'money': 0.029394269152630246, 'son': 0.018507885570432387, 'neighbor': 0.018501085335063387}
2018-12-09 16:55:07,810 - lstmimpl - INFO - English: i have many cousins enxp <eos> 

2018-12-09 16:58:59,311 - lstmimpl - INFO - Epoch: 2, Iteration: 11000, Encoder Loss: 19.690155017083708, Decoder Loss: 14.32518058834788, Learning Rate: 0.1
2018-12-09 16:58:59,312 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 16:58:59,313 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 16:58:59,348 - lstmimpl - INFO - Probabilites for word buch : {'dictionary': 0.06573037110355738, 'doctor': 0.046501378356572, 'sun': 0.036572761714372085, 'lot': 0.02877273239199523, 'beard': 0.024523514943534722}
2018-12-09 16:58:59,349 - lstmimpl - INFO - English: i have a dictionary enxp <eos> 

2018-12-09 16:58:59,349 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 16:58:59,383 - lstmimpl - INFO - Probabilites for word helfen : {'dictionary': 0.0429257403206653, 'doctor': 0.03993009655822624, 'lot': 0.029465038777642484, 'dog': 0.026439799092535358, 'whore': 0.014911489575541437}
2018-12-09 16:58:59,384 - lstmimpl - INFO - English: i have a dictionary enxp <eos> 

2018-12-09 16:58:59,384 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 16:58:59,417 - lstmimpl - INFO - Probabilites for word fahrrad : {'dictionary': 0.07048792941697843, 'doctor': 0.049123797265170244, 'sun': 0.03154339393770314, 'lot': 0.03014065992813828, 'beard': 0.027509235554608588}
2018-12-09 16:58:59,418 - lstmimpl - INFO - English: i have a dictionary enxp <eos> 

2018-12-09 16:58:59,418 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 16:58:59,452 - lstmimpl - INFO - Probabilites for word dexp : {'there': 0.07973139460008848, 'ideas': 0.026215300877545224, 'norway': 0.023373173545025626, 'brothers': 0.01821128048566267, 'foot': 0.017220642222977263}
2018-12-09 16:58:59,452 - lstmimpl - INFO - English: i have from there enxp <eos> 

2018-12-09 16:58:59,453 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 16:58:59,486 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9958847406247892, 'tom': 0.00043853682414577957, 'smiled': 0.00026894696084396824, 'together': 0.00022295730642629309, 'dressed': 0.00016384226296827325}
2018-12-09 16:58:59,487 - lstmimpl - INFO - English: tom waited outside enxp enxp <eos> 

2018-12-09 16:58:59,487 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 16:58:59,522 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.28725946357742266, 'there': 0.07423289826277901, 'ideas': 0.023336050196558253, 'please': 0.019267531167630948, 'brothers': 0.015455515845987434}
2018-12-09 16:58:59,523 - lstmimpl - INFO - English: i have from enxp enxp <eos> 

2018-12-09 16:58:59,523 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 16:58:59,557 - lstmimpl - INFO - Probabilites for word dexp : {'there': 0.10489118882063511, 'enxp': 0.05198264505018815, 'ideas': 0.03794969993161814, 'brothers': 0.02281205199406742, 'happy': 0.014158058092692558}
2018-12-09 16:58:59,557 - lstmimpl - INFO - English: i have from there enxp <eos> 

2018-12-09 16:58:59,558 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 16:58:59,591 - lstmimpl - INFO - Probabilites for word sonne : {'dictionary': 0.05505636105048287, 'doctor': 0.04559393533964284, 'lot': 0.032021259309751665, 'sun': 0.019367864491537653, 'dog': 0.01871456377138993}
2018-12-09 16:58:59,592 - lstmimpl - INFO - English: i have a dictionary enxp <eos> 

2018-12-09 16:58:59,592 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 16:58:59,626 - lstmimpl - INFO - Probabilites for word sein : {'it': 0.29178672156335594, 'that': 0.2915038581708493, 'tom': 0.1295752653306915, 'you': 0.040369262969059364, 'this': 0.038434721114595186}
2018-12-09 16:58:59,626 - lstmimpl - INFO - English: i dont want it enxp <eos> 

2018-12-09 16:58:59,627 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 16:58:59,661 - lstmimpl - INFO - Probabilites for word dexp : {'fast': 0.19433424209239075, 'enxp': 0.03824613184151456, 'happy': 0.0346297507389599, 'hardworking': 0.029104035388392752, 'sick': 0.02152688082778909}
2018-12-09 16:58:59,662 - lstmimpl - INFO - English: tom is very fast enxp <eos> 

2018-12-09 16:58:59,662 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 16:58:59,696 - lstmimpl - INFO - Probabilites for word weinen : {'fast': 0.1123128335063549, 'strangely': 0.03267225893113593, 'enxp': 0.029464120991784536, 'hard': 0.02825262407637029, 'well': 0.027808124953653382}
2018-12-09 16:58:59,696 - lstmimpl - INFO - English: tom likes russian fast enxp <eos> 

2018-12-09 16:58:59,697 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 16:58:59,730 - lstmimpl - INFO - Probabilites for word vorbei : {'angry': 0.06373989718815164, 'reasonable': 0.03749030004914409, 'genuine': 0.028340790007471615, 'broken': 0.02653600337772796, 'fast': 0.02433204561034042}
2018-12-09 16:58:59,731 - lstmimpl - INFO - English: the cat is angry enxp <eos> 

2018-12-09 16:58:59,731 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 16:58:59,765 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.07659748750145356, 'tom': 0.0643195650336147, 'there': 0.05403706955972034, 'please': 0.027119485115385897, 'anything': 0.021518036875645533}
2018-12-09 16:58:59,765 - lstmimpl - INFO - English: i have from enxp enxp <eos> 

2018-12-09 16:58:59,766 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 16:58:59,799 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9974036029427462, 'smelled': 0.00046077895632732653, '<eos>': 0.0001209136784036113, 'tom': 8.567672453399392e-05, 'me': 7.398958018063638e-05}
2018-12-09 16:58:59,800 - lstmimpl - INFO - English: the fart smelled enxp enxp <eos> 

2018-12-09 16:58:59,800 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 16:58:59,833 - lstmimpl - INFO - Probabilites for word aus : {'it': 0.27003413536164317, 'tom': 0.21170611990278884, 'you': 0.20283332953489422, 'that': 0.07029377500789487, 'this': 0.03376943834621674}
2018-12-09 16:58:59,834 - lstmimpl - INFO - English: i dont understand it enxp <eos> 

2018-12-09 16:58:59,835 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 16:58:59,868 - lstmimpl - INFO - Probabilites for word auf : {'fast': 0.087679906211712, 'happy': 0.0743149990176581, 'hard': 0.044036784504872285, 'well': 0.029808125797330044, 'very': 0.026597664444350952}
2018-12-09 16:58:59,869 - lstmimpl - INFO - English: tom is very fast enxp <eos> 

2018-12-09 16:58:59,869 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 16:58:59,902 - lstmimpl - INFO - Probabilites for word nicht : {'that': 0.24902644832817933, 'tom': 0.23395096152867667, 'it': 0.19107225977271244, 'you': 0.1296144456141286, 'him': 0.03332766433424061}
2018-12-09 16:58:59,903 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 16:58:59,903 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 16:58:59,938 - lstmimpl - INFO - Probabilites for word enttauscht : {'dictionary': 0.07882198981530544, 'doctor': 0.0239135475054945, 'dog': 0.021956193356319226, 'whore': 0.019559693684819093, 'liar': 0.01822514841502126}
2018-12-09 16:58:59,939 - lstmimpl - INFO - English: i have a dictionary enxp <eos> 

2018-12-09 16:58:59,939 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 16:58:59,972 - lstmimpl - INFO - Probabilites for word hei : {'reasonable': 0.04211258595756025, 'angry': 0.03968782490215562, 'good': 0.02878947043782049, 'broken': 0.026197329490887968, 'genuine': 0.02575724657944607}
2018-12-09 16:58:59,973 - lstmimpl - INFO - English: the cat is reasonable enxp <eos> 

2018-12-09 16:58:59,973 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 16:59:00,034 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.8607145696420031, 'tom': 0.03956068963396958, 'it': 0.012329653408144818, 'you': 0.009287190158232539, 'here': 0.004904750204720634}
2018-12-09 16:59:00,034 - lstmimpl - INFO - English: i can get enxp enxp <eos> 

2018-12-09 17:02:51,093 - lstmimpl - INFO - Epoch: 2, Iteration: 11500, Encoder Loss: 13.328975633342354, Decoder Loss: 16.049005792390417, Learning Rate: 0.1
2018-12-09 17:02:51,094 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 17:02:51,096 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 17:02:51,129 - lstmimpl - INFO - Probabilites for word buch : {'misanthrope': 0.03086417957240333, 'daughters': 0.0274391670301096, 'beauty': 0.025784801554762326, 'letter': 0.02544862508928452, 'bibliophile': 0.02194224426255687}
2018-12-09 17:02:51,130 - lstmimpl - INFO - English: i have a misanthrope enxp <eos> 

2018-12-09 17:02:51,130 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 17:02:51,165 - lstmimpl - INFO - Probabilites for word helfen : {'palsy': 0.0743529308203141, 'egypt': 0.024054899707828023, 'never': 0.023401343964839047, 'brothers': 0.020835137259818167, 'sons': 0.01851894670056584}
2018-12-09 17:02:51,166 - lstmimpl - INFO - English: i have two palsy enxp <eos> 

2018-12-09 17:02:51,167 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 17:02:51,200 - lstmimpl - INFO - Probabilites for word fahrrad : {'misanthrope': 0.032724789845567794, 'letter': 0.02306201380869735, 'daughters': 0.021539067861152523, 'bibliophile': 0.0214660178329424, 'doctor': 0.0207569735641644}
2018-12-09 17:02:51,201 - lstmimpl - INFO - English: i have a misanthrope enxp <eos> 

2018-12-09 17:02:51,201 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 17:02:51,234 - lstmimpl - INFO - Probabilites for word dexp : {'fast': 0.1027908630623008, 'old': 0.08520781549760499, 'hungry': 0.05607407187661547, 'sick': 0.035683159084728674, 'enxp': 0.03390426743076979}
2018-12-09 17:02:51,235 - lstmimpl - INFO - English: tom is very fast enxp <eos> 

2018-12-09 17:02:51,235 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 17:02:51,269 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.999896713696612, 'together': 7.396255660946522e-06, 'here': 7.081265025157353e-06, 'tomorrow': 6.338949186223168e-06, 'me': 4.742787242792251e-06}
2018-12-09 17:02:51,269 - lstmimpl - INFO - English: tom cheated enxp enxp enxp <eos> 

2018-12-09 17:02:51,270 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 17:02:51,303 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9997058849641577, 'together': 0.000103382606368297, 'hair': 1.2954241868460212e-05, 'now': 1.2850421061340651e-05, 'here': 1.2690119967139388e-05}
2018-12-09 17:02:51,304 - lstmimpl - INFO - English: tom is sick enxp enxp <eos> 

2018-12-09 17:02:51,304 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 17:02:51,339 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9985791258926277, 'together': 0.000544343502397537, 'here': 6.899907144039067e-05, 'now': 5.7332934455295565e-05, 'hair': 5.337521798395303e-05}
2018-12-09 17:02:51,340 - lstmimpl - INFO - English: tom is sick enxp enxp <eos> 

2018-12-09 17:02:51,340 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 17:02:51,377 - lstmimpl - INFO - Probabilites for word sonne : {'palsy': 0.07027135740982843, 'never': 0.02951579832328657, 'brothers': 0.028421005444305307, 'sons': 0.026917535073543074, 'children': 0.026596462926046508}
2018-12-09 17:02:51,378 - lstmimpl - INFO - English: i have two palsy enxp <eos> 

2018-12-09 17:02:51,379 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 17:02:51,412 - lstmimpl - INFO - Probabilites for word sein : {'that': 0.4761010149056004, 'you': 0.16123066834110425, 'it': 0.13684517835665916, 'tom': 0.03655782013911228, 'anything': 0.027801569620891593}
2018-12-09 17:02:51,413 - lstmimpl - INFO - English: i can do that enxp <eos> 

2018-12-09 17:02:51,413 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 17:02:51,446 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9992445177159515, 'together': 0.0002532725605841451, 'hair': 3.396074798386506e-05, 'now': 3.369669723143486e-05, 'here': 2.6724153854183978e-05}
2018-12-09 17:02:51,447 - lstmimpl - INFO - English: tom is sick enxp enxp <eos> 

2018-12-09 17:02:51,447 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 17:02:51,481 - lstmimpl - INFO - Probabilites for word weinen : {'correct': 0.023710049954255623, 'today': 0.022958087491393917, 'father': 0.02239738933810776, 'hardworking': 0.01746825777628867, 'young': 0.016934386573563942}
2018-12-09 17:02:51,481 - lstmimpl - INFO - English: tom is marys correct enxp <eos> 

2018-12-09 17:02:51,482 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 17:02:51,515 - lstmimpl - INFO - Probabilites for word vorbei : {'delicious': 0.18737009932887966, 'rough': 0.10446391029242973, 'upstairs': 0.07262808185262147, 'sour': 0.044355195051054765, 'contaminated': 0.0393845561246122}
2018-12-09 17:02:51,516 - lstmimpl - INFO - English: the cat is delicious enxp <eos> 

2018-12-09 17:02:51,516 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 17:02:51,549 - lstmimpl - INFO - Probabilites for word dexp : {'sour': 0.25187842738245403, 'laughs': 0.028887990214383798, 'work': 0.025445651988478372, 'naked': 0.021809204448384658, 'delicious': 0.017301205865436802}
2018-12-09 17:02:51,550 - lstmimpl - INFO - English: the cat tastes sour enxp <eos> 

2018-12-09 17:02:51,551 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 17:02:51,584 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.99780083540787, 'smiled': 0.0003014386918145431, 'together': 0.00022192485869845807, 'smelled': 0.00021438713932686913, 'tom': 0.0001593303422429376}
2018-12-09 17:02:51,585 - lstmimpl - INFO - English: the mothers bleeds enxp enxp <eos> 

2018-12-09 17:02:51,585 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 17:02:51,619 - lstmimpl - INFO - Probabilites for word aus : {'mistakes': 0.06283351475868693, 'french': 0.03015546181829417, 'soon': 0.02371357825974485, 'together': 0.023252425048775113, 'tightened': 0.022112482450989002}
2018-12-09 17:02:51,619 - lstmimpl - INFO - English: tom will be mistakes enxp <eos> 

2018-12-09 17:02:51,620 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 17:02:51,654 - lstmimpl - INFO - Probabilites for word auf : {'wrong': 0.03245129091496001, 'egypt': 0.020405853130108672, 'today': 0.01580953676703905, 'brothers': 0.01459300679223009, 'confused': 0.013726829602698415}
2018-12-09 17:02:51,655 - lstmimpl - INFO - English: tom is marys wrong enxp <eos> 

2018-12-09 17:02:51,655 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 17:02:51,689 - lstmimpl - INFO - Probabilites for word nicht : {'that': 0.10626325963072372, 'you': 0.044025600100108114, 'tom': 0.03481629575097612, 'much': 0.03154494803737404, 'it': 0.031460567678359856}
2018-12-09 17:02:51,689 - lstmimpl - INFO - English: i dont drink that enxp <eos> 

2018-12-09 17:02:51,690 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 17:02:51,723 - lstmimpl - INFO - Probabilites for word enttauscht : {'egypt': 0.026699796722506705, 'handsome': 0.023535901882104478, 'father': 0.02241245654007509, 'sons': 0.021539789195603277, 'windy': 0.01756979660930965}
2018-12-09 17:02:51,724 - lstmimpl - INFO - English: tom is marys egypt enxp <eos> 

2018-12-09 17:02:51,724 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 17:02:51,758 - lstmimpl - INFO - Probabilites for word hei : {'delicious': 0.1615884679757587, 'rough': 0.1217170085524696, 'upstairs': 0.07306218544695754, 'contaminated': 0.03724835647982205, 'sour': 0.03195940323646853}
2018-12-09 17:02:51,758 - lstmimpl - INFO - English: the cat is delicious enxp <eos> 

2018-12-09 17:02:51,759 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 17:02:51,792 - lstmimpl - INFO - Probabilites for word dexp : {'sour': 0.07999129700169973, 'enxp': 0.05446510388739619, 'together': 0.054371835689886225, 'words': 0.04229272251180735, 'egypt': 0.026369889930193915}
2018-12-09 17:02:51,793 - lstmimpl - INFO - English: i am from sour enxp <eos> 

2018-12-09 17:06:40,891 - lstmimpl - INFO - Epoch: 2, Iteration: 12000, Encoder Loss: 7.123191695912752, Decoder Loss: 9.545755248666486, Learning Rate: 0.1
2018-12-09 17:06:40,893 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 17:06:40,894 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 17:06:40,927 - lstmimpl - INFO - Probabilites for word buch : {'llama': 0.09349687655067264, 'hangover': 0.049714446273991825, 'hotel': 0.044005611958863614, 'pastime': 0.030251618177649917, 'lot': 0.022086043680458977}
2018-12-09 17:06:40,928 - lstmimpl - INFO - English: i have a llama enxp <eos> 

2018-12-09 17:06:40,928 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 17:06:40,961 - lstmimpl - INFO - Probabilites for word helfen : {'839': 0.14627930103418524, 'hotel': 0.08790380968606948, 'llama': 0.07119643128906117, 'pastime': 0.030409359317551416, 'desperate': 0.023186563697846767}
2018-12-09 17:06:40,962 - lstmimpl - INFO - English: this is a 839 enxp <eos> 

2018-12-09 17:06:40,963 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 17:06:40,997 - lstmimpl - INFO - Probabilites for word fahrrad : {'llama': 0.10034945659636667, 'hangover': 0.056909904669982754, 'hotel': 0.04217988080773251, 'pastime': 0.026587129410558172, 'womanizer': 0.024094017066829062}
2018-12-09 17:06:40,998 - lstmimpl - INFO - English: i have a llama enxp <eos> 

2018-12-09 17:06:40,998 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 17:06:41,031 - lstmimpl - INFO - Probabilites for word dexp : {'cheerful': 0.19451501985280925, 'there': 0.1059547791544675, 'dangerous': 0.05266386208831242, 'old': 0.0214823513492034, 'nuts': 0.019152683997353738}
2018-12-09 17:06:41,032 - lstmimpl - INFO - English: tom is very cheerful enxp <eos> 

2018-12-09 17:06:41,033 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 17:06:41,066 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9995886653941484, 'now': 7.07477084673489e-05, 'tomorrow': 2.9731224687468027e-05, 'money': 2.9302520677669818e-05, 'here': 1.89349538233128e-05}
2018-12-09 17:06:41,067 - lstmimpl - INFO - English: dont tell anyone enxp enxp <eos> 

2018-12-09 17:06:41,067 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 17:06:41,101 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999722609052585, 'together': 5.352142230376242e-06, 'there': 2.53221995579765e-06, 'tomorrow': 2.423377970083624e-06, 'now': 1.7835437811736846e-06}
2018-12-09 17:06:41,101 - lstmimpl - INFO - English: i am ken enxp enxp <eos> 

2018-12-09 17:06:41,102 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 17:06:41,135 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.999741039246467, 'there': 6.652101250467512e-05, 'together': 3.0320694612162643e-05, 'here': 2.255908983311462e-05, 'now': 9.994527705895872e-06}
2018-12-09 17:06:41,136 - lstmimpl - INFO - English: i am julius enxp enxp <eos> 

2018-12-09 17:06:41,136 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 17:06:41,169 - lstmimpl - INFO - Probabilites for word sonne : {'wine': 0.14727551409207462, 'him': 0.022047233018553335, 'this': 0.02156165477150499, 'kids': 0.018216880785601824, 'that': 0.016809948526213005}
2018-12-09 17:06:41,170 - lstmimpl - INFO - English: i dont like wine enxp <eos> 

2018-12-09 17:06:41,170 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 17:06:41,204 - lstmimpl - INFO - Probabilites for word sein : {'that': 0.4503488760716487, 'him': 0.0788664252863526, 'it': 0.05931377015829582, 'me': 0.05110603012341862, 'you': 0.045196921533485625}
2018-12-09 17:06:41,204 - lstmimpl - INFO - English: i can do that enxp <eos> 

2018-12-09 17:06:41,205 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 17:06:41,238 - lstmimpl - INFO - Probabilites for word dexp : {'cheerful': 0.2725509699102858, 'there': 0.056747967300575956, 'dangerous': 0.045443902500391084, 'happy': 0.04095486364910223, '839': 0.02467897677583539}
2018-12-09 17:06:41,239 - lstmimpl - INFO - English: she is very cheerful enxp <eos> 

2018-12-09 17:06:41,239 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 17:06:41,272 - lstmimpl - INFO - Probabilites for word weinen : {'enxp': 0.36570678931297523, 'here': 0.048895309555213456, 'me': 0.03929735008655494, 'mary': 0.030905723472123864, 'tom': 0.030147031704500435}
2018-12-09 17:06:41,273 - lstmimpl - INFO - English: tom will wait enxp enxp <eos> 

2018-12-09 17:06:41,273 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 17:06:41,307 - lstmimpl - INFO - Probabilites for word vorbei : {'unorthodox': 0.08068844560787247, 'empty': 0.07348832041641969, 'rejected': 0.07139768048455024, 'unconscious': 0.06527972155315961, 'comfortable': 0.05888780755027872}
2018-12-09 17:06:41,307 - lstmimpl - INFO - English: the room was unorthodox enxp <eos> 

2018-12-09 17:06:41,308 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 17:06:41,341 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999688951270067, 'together': 4.7475431517624815e-06, 'tomorrow': 3.5467666563840607e-06, 'now': 2.380002837895068e-06, 'there': 2.2188662441879892e-06}
2018-12-09 17:06:41,342 - lstmimpl - INFO - English: i am ken enxp enxp <eos> 

2018-12-09 17:06:41,342 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 17:06:41,377 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999865155787302, 'tom': 2.835207748805712e-06, 'tomorrow': 2.035202102834537e-06, '<eos>': 1.0063016196896816e-06, 'shooting': 6.59562938627129e-07}
2018-12-09 17:06:41,378 - lstmimpl - INFO - English: the mothers enxp enxp enxp <eos> 

2018-12-09 17:06:41,379 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 17:06:41,412 - lstmimpl - INFO - Probabilites for word aus : {'happy': 0.06875929350409422, 'facebook': 0.041736962301045066, 'english': 0.0371691420256956, 'potential': 0.032327796614958125, 'tv': 0.028063623340121625}
2018-12-09 17:06:41,413 - lstmimpl - INFO - English: you should study happy enxp <eos> 

2018-12-09 17:06:41,413 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 17:06:41,446 - lstmimpl - INFO - Probabilites for word auf : {'cheerful': 0.13693332091456878, 'dangerous': 0.09791079484608345, 'happy': 0.05405603349128188, 'crazy': 0.03645725438638099, 'hungry': 0.026096155858105888}
2018-12-09 17:06:41,447 - lstmimpl - INFO - English: i am very cheerful enxp <eos> 

2018-12-09 17:06:41,447 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 17:06:41,482 - lstmimpl - INFO - Probabilites for word nicht : {'that': 0.18774488094835293, 'this': 0.10870294031447834, 'him': 0.08631132252442733, 'it': 0.06438342382766413, 'you': 0.06385865190957973}
2018-12-09 17:06:41,483 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 17:06:41,483 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 17:06:41,517 - lstmimpl - INFO - Probabilites for word enttauscht : {'dangerous': 0.15328452965845288, 'cheerful': 0.12306008573772986, 'happy': 0.05117019299101071, 'crazy': 0.05003278107364376, 'hungry': 0.02617531652703766}
2018-12-09 17:06:41,517 - lstmimpl - INFO - English: i am very dangerous enxp <eos> 

2018-12-09 17:06:41,518 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 17:06:41,551 - lstmimpl - INFO - Probabilites for word hei : {'empty': 0.07350719458130862, 'rejected': 0.0724999814622899, 'unorthodox': 0.06712065510296412, 'comfortable': 0.06045558244306391, 'unconscious': 0.057038337580443944}
2018-12-09 17:06:41,551 - lstmimpl - INFO - English: the room was empty enxp <eos> 

2018-12-09 17:06:41,552 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 17:06:41,585 - lstmimpl - INFO - Probabilites for word dexp : {'dangerous': 0.13155281276638017, 'cheerful': 0.12695710564455615, 'crazy': 0.06067172216050364, 'happy': 0.04027799988946124, 'there': 0.03001485591829075}
2018-12-09 17:06:41,586 - lstmimpl - INFO - English: i am very dangerous enxp <eos> 

2018-12-09 17:10:30,623 - lstmimpl - INFO - Epoch: 2, Iteration: 12500, Encoder Loss: 13.996091383755795, Decoder Loss: 24.271148878203025, Learning Rate: 0.1
2018-12-09 17:10:30,624 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 17:10:30,625 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 17:10:30,661 - lstmimpl - INFO - Probabilites for word buch : {'receipt': 0.06034589055849793, 'dog': 0.047997913032885975, 'hurry': 0.031774539646883634, 'criminal': 0.030608995381716044, 'date': 0.019774117095361074}
2018-12-09 17:10:30,661 - lstmimpl - INFO - English: i have a receipt enxp <eos> 

2018-12-09 17:10:30,662 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 17:10:30,695 - lstmimpl - INFO - Probabilites for word helfen : {'friends': 0.04972259239374216, 'pounds': 0.045325521069287736, 'eyes': 0.04069587888907759, 'books': 0.029825980675094028, 'cameras': 0.020843552451140668}
2018-12-09 17:10:30,696 - lstmimpl - INFO - English: i have two friends enxp <eos> 

2018-12-09 17:10:30,696 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 17:10:30,730 - lstmimpl - INFO - Probabilites for word fahrrad : {'receipt': 0.05730143914705329, 'dog': 0.045092187771696976, 'hurry': 0.03565582276807004, 'criminal': 0.027964377893529905, 'date': 0.019556958425556138}
2018-12-09 17:10:30,731 - lstmimpl - INFO - English: i have a receipt enxp <eos> 

2018-12-09 17:10:30,732 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 17:10:30,765 - lstmimpl - INFO - Probabilites for word dexp : {'brave': 0.061268127711111446, 'tall': 0.058411399708150624, 'there': 0.05331884330200035, 'drunk': 0.050145442546005094, 'very': 0.03646535358487861}
2018-12-09 17:10:30,766 - lstmimpl - INFO - English: tom is very brave enxp <eos> 

2018-12-09 17:10:30,766 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 17:10:30,799 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.8170839135590825, 'house': 0.023920956736573396, 'school': 0.007843616429160054, 'money': 0.004697859079503898, 'tea': 0.003781604901470357}
2018-12-09 17:10:30,800 - lstmimpl - INFO - English: i love this enxp enxp <eos> 

2018-12-09 17:10:30,800 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 17:10:30,834 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.10745406364625297, 'sick': 0.06007367098877854, 'hungry': 0.05278273759973374, 'tall': 0.041713800385463, 'tired': 0.031617308405028986}
2018-12-09 17:10:30,835 - lstmimpl - INFO - English: i am very enxp enxp <eos> 

2018-12-09 17:10:30,835 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 17:10:30,868 - lstmimpl - INFO - Probabilites for word dexp : {'sick': 0.05734759197055851, 'hungry': 0.04965851772538905, 'tall': 0.0470040797180107, 'tired': 0.03907038885597529, 'brave': 0.038661293252761325}
2018-12-09 17:10:30,869 - lstmimpl - INFO - English: i am very sick enxp <eos> 

2018-12-09 17:10:30,869 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 17:10:30,903 - lstmimpl - INFO - Probabilites for word sonne : {'eyes': 0.09680009605310072, 'help': 0.03903452595567823, 'friends': 0.038098608236494996, 'books': 0.03153471922903931, 'cameras': 0.026990850819944377}
2018-12-09 17:10:30,903 - lstmimpl - INFO - English: i have our eyes enxp <eos> 

2018-12-09 17:10:30,904 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 17:10:30,937 - lstmimpl - INFO - Probabilites for word sein : {'this': 0.24977980713854883, 'it': 0.23938920109969872, 'that': 0.2200193733734676, 'you': 0.05782748984735921, 'tom': 0.05574372272979684}
2018-12-09 17:10:30,938 - lstmimpl - INFO - English: i dont know this enxp <eos> 

2018-12-09 17:10:30,938 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 17:10:30,971 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.994642933190138, 'dressed': 0.0002835132144398597, 'now': 0.0002701016189695655, 'food': 0.000244262605101028, 'too': 0.00022761694796171055}
2018-12-09 17:10:30,972 - lstmimpl - INFO - English: tom is obstinate enxp enxp <eos> 

2018-12-09 17:10:30,972 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 17:10:31,006 - lstmimpl - INFO - Probabilites for word weinen : {'enxp': 0.06010530996108221, 'well': 0.044666653279658346, 'languages': 0.030099242234159496, '7': 0.027377615428197267, 'food': 0.020454446433809215}
2018-12-09 17:10:31,006 - lstmimpl - INFO - English: tom speaks french enxp enxp <eos> 

2018-12-09 17:10:31,007 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 17:10:31,040 - lstmimpl - INFO - Probabilites for word vorbei : {'empty': 0.07342960438756387, 'broken': 0.04971168298806307, 'comfortable': 0.04927214996481276, 'black': 0.047905355713481285, 'fantastic': 0.0262384545735891}
2018-12-09 17:10:31,041 - lstmimpl - INFO - English: the room is empty enxp <eos> 

2018-12-09 17:10:31,041 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 17:10:31,075 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.3753372445992593, 'you': 0.06594192695545527, 'often': 0.0265495381775551, 'people': 0.01633031668985593, 'works': 0.015437657502317183}
2018-12-09 17:10:31,075 - lstmimpl - INFO - English: i like for enxp enxp <eos> 

2018-12-09 17:10:31,076 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 17:10:31,109 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999318155922994, '<eos>': 1.3591655666092962e-05, 'shooting': 4.712348012429268e-06, 'tom': 3.8040325264399137e-06, 'me': 2.773274042460614e-06}
2018-12-09 17:10:31,110 - lstmimpl - INFO - English: the saw enxp enxp enxp <eos> 

2018-12-09 17:10:31,110 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 17:10:31,146 - lstmimpl - INFO - Probabilites for word aus : {'this': 0.1468191083869164, 'it': 0.03854079811343263, 'that': 0.0325918397663323, 'ken': 0.03217033969339945, 'you': 0.025697913088589097}
2018-12-09 17:10:31,147 - lstmimpl - INFO - English: i dont like this enxp <eos> 

2018-12-09 17:10:31,147 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 17:10:31,181 - lstmimpl - INFO - Probabilites for word auf : {'tall': 0.07907145954928066, 'drunk': 0.04455912791444128, 'brave': 0.043907582846218686, 'expensive': 0.04055028157812133, 'talkative': 0.02874726799137292}
2018-12-09 17:10:31,181 - lstmimpl - INFO - English: tom is very tall enxp <eos> 

2018-12-09 17:10:31,182 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 17:10:31,215 - lstmimpl - INFO - Probabilites for word nicht : {'this': 0.29828137160868723, 'it': 0.18783696787375123, 'that': 0.1640666395736304, 'you': 0.12273355445742236, 'tom': 0.037770000891899067}
2018-12-09 17:10:31,215 - lstmimpl - INFO - English: i dont know this enxp <eos> 

2018-12-09 17:10:31,216 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 17:10:31,251 - lstmimpl - INFO - Probabilites for word enttauscht : {'tall': 0.10268479752809337, 'talkative': 0.05131468254234174, 'brave': 0.03663622910217899, 'insensitive': 0.034785588511031494, 'drunk': 0.03102351608354372}
2018-12-09 17:10:31,251 - lstmimpl - INFO - English: i am very tall enxp <eos> 

2018-12-09 17:10:31,252 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 17:10:31,285 - lstmimpl - INFO - Probabilites for word hei : {'comfortable': 0.06708606255655883, 'empty': 0.06224232384971381, 'broken': 0.05028027026426073, 'black': 0.04188867200964446, 'fantastic': 0.025318637869549077}
2018-12-09 17:10:31,286 - lstmimpl - INFO - English: the room is comfortable enxp <eos> 

2018-12-09 17:10:31,286 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 17:10:31,319 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.0879053995975308, 'school': 0.0851197289753755, 'house': 0.06705491514757073, 'people': 0.029409909858550937, 'eyes': 0.028295125059147073}
2018-12-09 17:10:31,320 - lstmimpl - INFO - English: i like this enxp enxp <eos> 

2018-12-09 17:14:21,785 - lstmimpl - INFO - Epoch: 2, Iteration: 13000, Encoder Loss: 11.194471312105115, Decoder Loss: 15.247040251358046, Learning Rate: 0.1
2018-12-09 17:14:21,786 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 17:14:21,787 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 17:14:21,821 - lstmimpl - INFO - Probabilites for word buch : {'dog': 0.0829896268225697, 'scooter': 0.0716842833419607, 'hurry': 0.025664111486128335, 'psycho': 0.02473566290684563, 'berliner': 0.022302030791539695}
2018-12-09 17:14:21,822 - lstmimpl - INFO - English: i have a dog enxp <eos> 

2018-12-09 17:14:21,822 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 17:14:21,855 - lstmimpl - INFO - Probabilites for word helfen : {'full': 0.06175938411021089, 'angry': 0.04875039764252431, 'big': 0.040104499895485014, 'red': 0.03907595560520856, 'futile': 0.03629338000581668}
2018-12-09 17:14:21,856 - lstmimpl - INFO - English: the father is full enxp <eos> 

2018-12-09 17:14:21,856 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 17:14:21,890 - lstmimpl - INFO - Probabilites for word fahrrad : {'dog': 0.08770433800895636, 'scooter': 0.07146060040941521, 'psycho': 0.026727930521913596, 'hurry': 0.02597443507383175, 'berliner': 0.022850322526755923}
2018-12-09 17:14:21,890 - lstmimpl - INFO - English: i have a dog enxp <eos> 

2018-12-09 17:14:21,891 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 17:14:21,924 - lstmimpl - INFO - Probabilites for word dexp : {'dog': 0.04042162109226079, 'names': 0.0365067068354354, 'house': 0.03395245009097005, 'assistance': 0.027824790128533762, 'father': 0.025615048806076606}
2018-12-09 17:14:21,925 - lstmimpl - INFO - English: i like your dog enxp <eos> 

2018-12-09 17:14:21,925 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 17:14:21,959 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9351461232367513, 'you': 0.015212013119401763, 'tom': 0.006164894086906829, 'mary': 0.0060700492511002015, 'him': 0.00421588162861131}
2018-12-09 17:14:21,959 - lstmimpl - INFO - English: she doesnt understand enxp enxp <eos> 

2018-12-09 17:14:21,960 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 17:14:21,993 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9949634866666597, 'now': 0.00042506785448220884, 'confused': 0.00033501488251776206, 'fast': 0.00032169610749849817, 'too': 0.00026412645333529194}
2018-12-09 17:14:21,994 - lstmimpl - INFO - English: she is english enxp enxp <eos> 

2018-12-09 17:14:21,994 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 17:14:22,030 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.10078453071436974, 'chauffeur': 0.042341868735521, 'confused': 0.03783270855151741, 'romantic': 0.032308583777644014, 'wonderful': 0.020581193820700935}
2018-12-09 17:14:22,031 - lstmimpl - INFO - English: tom is marys enxp enxp <eos> 

2018-12-09 17:14:22,031 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 17:14:22,065 - lstmimpl - INFO - Probabilites for word sonne : {'surprises': 0.2965345507537319, 'tennis': 0.02841363960366632, 'wine': 0.023730574117232294, 'playing': 0.022758551519279763, 'liars': 0.022565770368048306}
2018-12-09 17:14:22,065 - lstmimpl - INFO - English: i dont like surprises enxp <eos> 

2018-12-09 17:14:22,066 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 17:14:22,099 - lstmimpl - INFO - Probabilites for word sein : {'full': 0.05560550540824731, 'boring': 0.04712078241584275, 'angry': 0.03400251301901378, 'futile': 0.028409013187638135, 'big': 0.021078430838786653}
2018-12-09 17:14:22,100 - lstmimpl - INFO - English: the dog is full enxp <eos> 

2018-12-09 17:14:22,100 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 17:14:22,133 - lstmimpl - INFO - Probabilites for word dexp : {'happy': 0.09007957721229824, 'hungry': 0.05442330531189345, 'brave': 0.05175801456013106, 'expensive': 0.03706946480021412, 'married': 0.023630653537889273}
2018-12-09 17:14:22,134 - lstmimpl - INFO - English: tom is very happy enxp <eos> 

2018-12-09 17:14:22,134 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 17:14:22,169 - lstmimpl - INFO - Probabilites for word weinen : {'you': 0.37359451464721655, 'tom': 0.05534997766042482, 'anything': 0.05499993758672966, 'mary': 0.04696085712701584, 'him': 0.036562774864344984}
2018-12-09 17:14:22,170 - lstmimpl - INFO - English: tom doesnt understand you enxp <eos> 

2018-12-09 17:14:22,170 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 17:14:22,204 - lstmimpl - INFO - Probabilites for word vorbei : {'full': 0.45658505989475123, 'empty': 0.09041607181937453, 'boring': 0.025791783960785134, 'futile': 0.02237270157988392, 'big': 0.02039105314120227}
2018-12-09 17:14:22,204 - lstmimpl - INFO - English: the room was full enxp <eos> 

2018-12-09 17:14:22,205 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 17:14:22,238 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.056929283990187235, 'confused': 0.03486310985052143, 'chauffeur': 0.02569697202442347, 'hungry': 0.0248113055911749, 'wonderful': 0.023753468075428972}
2018-12-09 17:14:22,239 - lstmimpl - INFO - English: tom is marys enxp enxp <eos> 

2018-12-09 17:14:22,239 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 17:14:22,273 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9575307722968138, 'time': 0.002041985318738823, 'english': 0.0016792690383463848, 'fast': 0.0013084580879660888, 'sweet': 0.0012818943613793958}
2018-12-09 17:14:22,273 - lstmimpl - INFO - English: the story sings enxp enxp <eos> 

2018-12-09 17:14:22,274 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 17:14:22,307 - lstmimpl - INFO - Probabilites for word aus : {'that': 0.18468875134546217, 'anything': 0.1683895874581475, 'it': 0.08127410968500548, 'this': 0.054831815314585156, 'surprises': 0.03726752070300556}
2018-12-09 17:14:22,308 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 17:14:22,308 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 17:14:22,342 - lstmimpl - INFO - Probabilites for word auf : {'surprises': 0.4117917405825053, 'tennis': 0.044778544457444454, 'scared': 0.029590291728635053, 'incompetence': 0.025490526835326512, 'liars': 0.02471442567528976}
2018-12-09 17:14:22,342 - lstmimpl - INFO - English: i dont like surprises enxp <eos> 

2018-12-09 17:14:22,343 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 17:14:22,398 - lstmimpl - INFO - Probabilites for word nicht : {'that': 0.20768660022545926, 'it': 0.16711694542831268, 'this': 0.13991304920323144, 'tom': 0.09295340438037523, 'you': 0.05581019855970352}
2018-12-09 17:14:22,399 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 17:14:22,399 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 17:14:22,432 - lstmimpl - INFO - Probabilites for word enttauscht : {'enxp': 0.7549330914291958, 'now': 0.02463681828073542, 'anything': 0.014651317601537386, 'here': 0.013682361371627011, 'you': 0.0075140456055569895}
2018-12-09 17:14:22,433 - lstmimpl - INFO - English: i have sinned enxp enxp <eos> 

2018-12-09 17:14:22,433 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 17:14:22,467 - lstmimpl - INFO - Probabilites for word hei : {'full': 0.4256075078800554, 'empty': 0.07345214269869847, 'boring': 0.03444776189512336, 'futile': 0.024673091207862832, 'big': 0.023974560515456888}
2018-12-09 17:14:22,467 - lstmimpl - INFO - English: the room was full enxp <eos> 

2018-12-09 17:14:22,468 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 17:14:22,501 - lstmimpl - INFO - Probabilites for word dexp : {'chess': 0.04625871664105091, 'chauffeur': 0.03405133579299092, 'eaten': 0.020727917801789477, 'anything': 0.019184981011431887, 'naturally': 0.018953625943568378}
2018-12-09 17:14:22,502 - lstmimpl - INFO - English: i have playing chess enxp <eos> 

2018-12-09 17:18:11,507 - lstmimpl - INFO - Epoch: 2, Iteration: 13500, Encoder Loss: 11.97206985273202, Decoder Loss: 13.034343077785092, Learning Rate: 0.1
2018-12-09 17:18:11,508 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 17:18:11,509 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 17:18:11,543 - lstmimpl - INFO - Probabilites for word buch : {'peninsula': 0.053982328430303074, 'family': 0.0295761128361188, 'hospital': 0.026904684619313862, 'singer': 0.020059436432738612, 'girl': 0.01977456512610927}
2018-12-09 17:18:11,544 - lstmimpl - INFO - English: i have a peninsula enxp <eos> 

2018-12-09 17:18:11,544 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 17:18:11,577 - lstmimpl - INFO - Probabilites for word helfen : {'wine': 0.37027639018285186, 'confrontation': 0.19606293004809672, 'liars': 0.02596524491632744, 'surprises': 0.022081920207136556, 'movies': 0.017682650915700027}
2018-12-09 17:18:11,578 - lstmimpl - INFO - English: i dont like wine enxp <eos> 

2018-12-09 17:18:11,578 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 17:18:11,612 - lstmimpl - INFO - Probabilites for word fahrrad : {'peninsula': 0.05382656975854407, 'hospital': 0.02311904189967187, 'singer': 0.01943286334482824, 'daughters': 0.019144673237540214, 'family': 0.018557245100989425}
2018-12-09 17:18:11,612 - lstmimpl - INFO - English: i have a peninsula enxp <eos> 

2018-12-09 17:18:11,613 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 17:18:11,648 - lstmimpl - INFO - Probabilites for word dexp : {'happy': 0.2012761411446144, 'honest': 0.08568579222344193, 'fast': 0.06039928580920681, 'brave': 0.050954702441094846, 'too': 0.040624345207153044}
2018-12-09 17:18:11,649 - lstmimpl - INFO - English: tom is very happy enxp <eos> 

2018-12-09 17:18:11,649 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 17:18:11,682 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9643219797977121, 'nosy': 0.002278388087328445, 'fast': 0.0013460590578676904, 'confused': 0.00107948323008324, 'alone': 0.0009954952461837484}
2018-12-09 17:18:11,683 - lstmimpl - INFO - English: dont be so enxp enxp <eos> 

2018-12-09 17:18:11,683 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 17:18:11,717 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9950352259807056, 'animals': 0.0003157938859768828, 'dressed': 0.0003028979615747005, 'please': 0.00017336133232332567, 'now': 0.00012940810474484002}
2018-12-09 17:18:11,717 - lstmimpl - INFO - English: i have japanese enxp enxp <eos> 

2018-12-09 17:18:11,718 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 17:18:11,751 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9912465426271726, 'food': 0.001016384868471367, 'dressed': 0.0003935123452943395, 'animals': 0.00025174457796880035, 'time': 0.00021087963013771485}
2018-12-09 17:18:11,752 - lstmimpl - INFO - English: i like japanese enxp enxp <eos> 

2018-12-09 17:18:11,752 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 17:18:11,785 - lstmimpl - INFO - Probabilites for word sonne : {'wine': 0.45207832805091963, 'confrontation': 0.15183928572203345, 'liars': 0.01992219199131296, 'language': 0.0196504599825489, 'surprises': 0.014817117122572403}
2018-12-09 17:18:11,786 - lstmimpl - INFO - English: i dont like wine enxp <eos> 

2018-12-09 17:18:11,786 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 17:18:11,822 - lstmimpl - INFO - Probabilites for word sein : {'that': 0.4924040644673258, 'it': 0.34171920807825346, 'me': 0.031668144221197764, 'anything': 0.028413682053016052, 'you': 0.0093790684047652}
2018-12-09 17:18:11,822 - lstmimpl - INFO - English: did you do that enxp <eos> 

2018-12-09 17:18:11,823 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 17:18:11,856 - lstmimpl - INFO - Probabilites for word dexp : {'happy': 0.20882091862378455, 'honest': 0.08273175183444884, 'fast': 0.05962911502054135, 'brave': 0.03147116119464444, 'too': 0.0249999751649271}
2018-12-09 17:18:11,857 - lstmimpl - INFO - English: tom is very happy enxp <eos> 

2018-12-09 17:18:11,857 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 17:18:11,890 - lstmimpl - INFO - Probabilites for word weinen : {'us': 0.2649478399959712, 'alone': 0.19812903560144293, 'too': 0.07677850633938729, 'swims': 0.06345131295716497, 'much': 0.044202103544486865}
2018-12-09 17:18:11,891 - lstmimpl - INFO - English: tom will too us enxp <eos> 

2018-12-09 17:18:11,891 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 17:18:11,925 - lstmimpl - INFO - Probabilites for word vorbei : {'off': 0.09324224387308362, 'dirty': 0.04614750180917756, 'nice': 0.03197754317160867, 'closing': 0.02482775665152592, 'loose': 0.02014205761334919}
2018-12-09 17:18:11,926 - lstmimpl - INFO - English: the button is off enxp <eos> 

2018-12-09 17:18:11,926 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 17:18:11,960 - lstmimpl - INFO - Probabilites for word dexp : {'off': 0.08396073670629801, 'disappointing': 0.031224361249989504, 'fast': 0.03010125084862322, 'dirty': 0.02123022892953965, 'crowded': 0.021201352077011768}
2018-12-09 17:18:11,961 - lstmimpl - INFO - English: the button was off enxp <eos> 

2018-12-09 17:18:11,961 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 17:18:11,994 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9987934788326336, 'sweet': 5.9306683267581746e-05, 'fast': 3.910135800162174e-05, 'smelled': 3.574507583244486e-05, 'tomorrow': 2.877270555322726e-05}
2018-12-09 17:18:11,995 - lstmimpl - INFO - English: the story enxp enxp enxp <eos> 

2018-12-09 17:18:11,995 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 17:18:12,030 - lstmimpl - INFO - Probabilites for word aus : {'that': 0.12547077352576638, 'you': 0.10099427968352644, 'wine': 0.07794630335668037, 'anything': 0.06476229007511786, 'it': 0.05606801298445498}
2018-12-09 17:18:12,030 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 17:18:12,031 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 17:18:12,067 - lstmimpl - INFO - Probabilites for word auf : {'wine': 0.3749960464533558, 'confrontation': 0.21325570164849247, 'surprises': 0.02931891853293965, 'liars': 0.02553393746642565, 'movies': 0.019324320784286256}
2018-12-09 17:18:12,068 - lstmimpl - INFO - English: i dont like wine enxp <eos> 

2018-12-09 17:18:12,068 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 17:18:12,102 - lstmimpl - INFO - Probabilites for word nicht : {'that': 0.15174349234714157, 'it': 0.0945082288122018, 'you': 0.09415222078445906, 'wine': 0.05898606691970195, 'anything': 0.04390509375261976}
2018-12-09 17:18:12,103 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 17:18:12,103 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 17:18:12,138 - lstmimpl - INFO - Probabilites for word enttauscht : {'enxp': 0.0329190159240787, 'dressed': 0.03257783292704264, 'animals': 0.023685322603338634, 'money': 0.01979600927763686, 'pens': 0.017068772686691925}
2018-12-09 17:18:12,139 - lstmimpl - INFO - English: i have two enxp enxp <eos> 

2018-12-09 17:18:12,139 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 17:18:12,173 - lstmimpl - INFO - Probabilites for word hei : {'off': 0.06056177054344956, 'dirty': 0.05241174041971628, 'loose': 0.031063089346580953, 'icecold': 0.028252921589286176, 'nice': 0.02546755018995698}
2018-12-09 17:18:12,173 - lstmimpl - INFO - English: the button is off enxp <eos> 

2018-12-09 17:18:12,174 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 17:18:12,207 - lstmimpl - INFO - Probabilites for word dexp : {'fast': 0.14648353658197896, 'happy': 0.08661148099613829, 'too': 0.0571861285444624, 'honest': 0.04154068053387434, 'brave': 0.031751849521668075}
2018-12-09 17:18:12,207 - lstmimpl - INFO - English: tom is very fast enxp <eos> 

2018-12-09 17:22:01,645 - lstmimpl - INFO - Epoch: 2, Iteration: 14000, Encoder Loss: 8.423363113649096, Decoder Loss: 11.23399418712671, Learning Rate: 0.1
2018-12-09 17:22:01,646 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 17:22:01,647 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 17:22:01,681 - lstmimpl - INFO - Probabilites for word buch : {'daughters': 0.10818045951988062, 'family': 0.06307400646238707, 'books': 0.030176869081929472, 'dog': 0.024698017256659016, 'nieces': 0.024001300158172242}
2018-12-09 17:22:01,682 - lstmimpl - INFO - English: i have two daughters enxp <eos> 

2018-12-09 17:22:01,682 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 17:22:01,715 - lstmimpl - INFO - Probabilites for word helfen : {'son': 0.1226805176800457, 'father': 0.042949174333672555, 'family': 0.03683849524919702, 'dog': 0.028289285449439105, 'car': 0.02643603985481821}
2018-12-09 17:22:01,716 - lstmimpl - INFO - English: i love my son enxp <eos> 

2018-12-09 17:22:01,716 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 17:22:01,750 - lstmimpl - INFO - Probabilites for word fahrrad : {'daughters': 0.1036830213864709, 'family': 0.05397664270911601, 'books': 0.03965764267401071, 'asia': 0.028653938492322364, 'nieces': 0.023347885547693376}
2018-12-09 17:22:01,751 - lstmimpl - INFO - English: i have two daughters enxp <eos> 

2018-12-09 17:22:01,751 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 17:22:01,785 - lstmimpl - INFO - Probabilites for word dexp : {'hungry': 0.2211503148505811, 'sick': 0.05918722557646888, 'there': 0.04166106803022395, 'enxp': 0.03931218437787588, 'old': 0.03894321887481067}
2018-12-09 17:22:01,785 - lstmimpl - INFO - English: tom is very hungry enxp <eos> 

2018-12-09 17:22:01,786 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 17:22:01,819 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9775736944017072, 'tom': 0.00308587693905082, 'you': 0.0021813987173962207, 'me': 0.0007741837874138201, 'it': 0.0007303544168438852}
2018-12-09 17:22:01,820 - lstmimpl - INFO - English: tom will wait enxp enxp <eos> 

2018-12-09 17:22:01,820 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 17:22:01,854 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9998859388209914, 'tea': 1.2177539606675483e-05, 'food': 5.904035014701211e-06, 'time': 5.682017738296645e-06, 'up': 5.44210693744136e-06}
2018-12-09 17:22:01,854 - lstmimpl - INFO - English: i love up enxp enxp <eos> 

2018-12-09 17:22:01,855 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 17:22:01,888 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999486532131175, 'tea': 4.904357966995144e-06, 'food': 2.683216364422901e-06, 'now': 2.5600698274014544e-06, 'hair': 2.0309052201868383e-06}
2018-12-09 17:22:01,889 - lstmimpl - INFO - English: i love up enxp enxp <eos> 

2018-12-09 17:22:01,889 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 17:22:01,922 - lstmimpl - INFO - Probabilites for word sonne : {'wine': 0.12410653283868858, 'this': 0.03273140540109249, 'traveling': 0.0312129054118078, 'studying': 0.027355005052125254, 'it': 0.026471532678333985}
2018-12-09 17:22:01,923 - lstmimpl - INFO - English: i dont like wine enxp <eos> 

2018-12-09 17:22:01,923 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 17:22:01,959 - lstmimpl - INFO - Probabilites for word sein : {'it': 0.40792410429843506, 'that': 0.2925187854777914, 'tom': 0.0827852082783128, 'this': 0.02342573502447679, 'you': 0.019840149402254613}
2018-12-09 17:22:01,960 - lstmimpl - INFO - English: i dont know it enxp <eos> 

2018-12-09 17:22:01,960 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 17:22:01,993 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9985942272452611, 'sweet': 0.00013039767436121442, 'late': 0.00012297208773770027, 'dressed': 8.815335645570441e-05, 'too': 5.853847326513397e-05}
2018-12-09 17:22:01,994 - lstmimpl - INFO - English: tom is mistakes enxp enxp <eos> 

2018-12-09 17:22:01,994 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 17:22:02,028 - lstmimpl - INFO - Probabilites for word weinen : {'late': 0.04082036428723561, 'mistakes': 0.036034410918230564, 'yesterday': 0.020551864435857672, 'right': 0.01854297482637148, 'leave': 0.01414524076224051}
2018-12-09 17:22:02,029 - lstmimpl - INFO - English: tom will be late enxp <eos> 

2018-12-09 17:22:02,029 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 17:22:02,063 - lstmimpl - INFO - Probabilites for word vorbei : {'good': 0.06018867717645321, 'broken': 0.04523513142094037, 'reasonable': 0.025953770248192384, 'empty': 0.025415153238850813, 'ten': 0.02476201231030846}
2018-12-09 17:22:02,063 - lstmimpl - INFO - English: the father is good enxp <eos> 

2018-12-09 17:22:02,064 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 17:22:02,134 - lstmimpl - INFO - Probabilites for word dexp : {'naked': 0.027329128857454, 'arrested': 0.024115984602901142, 'abated': 0.02267919535550497, 'fast': 0.019524557435708127, 'angry': 0.018397604180759346}
2018-12-09 17:22:02,137 - lstmimpl - INFO - English: the father was naked enxp <eos> 

2018-12-09 17:22:02,138 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 17:22:02,198 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9881174932213496, 'me': 0.0006179330717525243, 'you': 0.00034970280225193943, 'headlights': 0.0003025442969493591, 'time': 0.00023981479593203282}
2018-12-09 17:22:02,198 - lstmimpl - INFO - English: the father please enxp enxp <eos> 

2018-12-09 17:22:02,199 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 17:22:02,234 - lstmimpl - INFO - Probabilites for word aus : {'it': 0.3074669706420275, 'that': 0.3027353079732794, 'this': 0.04664882834557457, 'tom': 0.04205834183753308, 'anything': 0.0280313719062136}
2018-12-09 17:22:02,235 - lstmimpl - INFO - English: i dont know it enxp <eos> 

2018-12-09 17:22:02,235 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 17:22:02,269 - lstmimpl - INFO - Probabilites for word auf : {'money': 0.0828194985271731, 'son': 0.04023985941232225, 'bus': 0.03826500663582328, 'way': 0.02633126994796152, 'father': 0.017127564080322694}
2018-12-09 17:22:02,270 - lstmimpl - INFO - English: i need the money enxp <eos> 

2018-12-09 17:22:02,270 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 17:22:02,303 - lstmimpl - INFO - Probabilites for word nicht : {'it': 0.5139509361109167, 'that': 0.23583369977025445, 'tom': 0.05855543722704134, 'this': 0.05766012602175971, 'you': 0.026149872528818875}
2018-12-09 17:22:02,304 - lstmimpl - INFO - English: i dont know it enxp <eos> 

2018-12-09 17:22:02,304 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 17:22:02,339 - lstmimpl - INFO - Probabilites for word enttauscht : {'son': 0.16668250744933688, 'father': 0.04587058401113033, 'money': 0.030043368721234823, 'food': 0.030037068129955696, 'water': 0.026331996099023352}
2018-12-09 17:22:02,339 - lstmimpl - INFO - English: i love my son enxp <eos> 

2018-12-09 17:22:02,340 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 17:22:02,377 - lstmimpl - INFO - Probabilites for word hei : {'good': 0.11919925207425758, 'broken': 0.06736734009372859, 'reasonable': 0.02835336101361529, 'empty': 0.023247741923198624, 'blue': 0.021824686229182967}
2018-12-09 17:22:02,378 - lstmimpl - INFO - English: the father is good enxp <eos> 

2018-12-09 17:22:02,378 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 17:22:02,412 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9998005898269869, 'food': 1.701622817839406e-05, 'tea': 1.5284204433009778e-05, 'please': 9.423511800554554e-06, 'mistakes': 6.717072703169787e-06}
2018-12-09 17:22:02,412 - lstmimpl - INFO - English: i love mistakes enxp enxp <eos> 

2018-12-09 17:25:51,809 - lstmimpl - INFO - Epoch: 2, Iteration: 14500, Encoder Loss: 14.25756460473607, Decoder Loss: 15.97367885739399, Learning Rate: 0.1
2018-12-09 17:25:51,811 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 17:25:51,812 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 17:25:51,846 - lstmimpl - INFO - Probabilites for word buch : {'dog': 0.08205887207675501, 'woman': 0.046866348205383275, 'girl': 0.0461900086739854, 'daughters': 0.03753331046886615, 'family': 0.020136348962474276}
2018-12-09 17:25:51,846 - lstmimpl - INFO - English: i have a dog enxp <eos> 

2018-12-09 17:25:51,847 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 17:25:51,880 - lstmimpl - INFO - Probabilites for word helfen : {'go': 0.12750979247958824, 'help': 0.056554002785215086, 'answer': 0.044093225605434376, 'see': 0.034932912409364435, 'leave': 0.03246083875686477}
2018-12-09 17:25:51,881 - lstmimpl - INFO - English: what did you go enxp <eos> 

2018-12-09 17:25:51,881 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 17:25:51,915 - lstmimpl - INFO - Probabilites for word fahrrad : {'dog': 0.07534896113698228, 'woman': 0.05720889998962737, 'girl': 0.04575860201118942, 'daughters': 0.03203854748620364, 'ears': 0.017035277044378287}
2018-12-09 17:25:51,915 - lstmimpl - INFO - English: i have a dog enxp <eos> 

2018-12-09 17:25:51,916 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 17:25:51,949 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.22816681973154226, 'hungry': 0.12451354399979195, 'busy': 0.04331121352049206, 'old': 0.022607279961507278, 'brave': 0.021837468020959483}
2018-12-09 17:25:51,950 - lstmimpl - INFO - English: i am very enxp enxp <eos> 

2018-12-09 17:25:51,950 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 17:25:51,983 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.6660210310833358, 'now': 0.019928560802073537, 'later': 0.015322332944046594, 'tv': 0.013272274653723826, 'quickly': 0.010677361561121066}
2018-12-09 17:25:51,984 - lstmimpl - INFO - English: dont tell anyone enxp enxp <eos> 

2018-12-09 17:25:51,985 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 17:25:52,018 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999164682155447, 'you': 1.0096992634625199e-05, 'now': 9.949921808677402e-06, 'tom': 5.405820376783851e-06, 'there': 4.519769158093873e-06}
2018-12-09 17:25:52,019 - lstmimpl - INFO - English: i have exhausted enxp enxp <eos> 

2018-12-09 17:25:52,019 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 17:25:52,053 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9998830618520834, 'now': 2.1735026944033906e-05, 'dressed': 7.3772220379452545e-06, 'there': 5.7810569757926245e-06, 'you': 5.221404571357114e-06}
2018-12-09 17:25:52,053 - lstmimpl - INFO - English: i am exhausted enxp enxp <eos> 

2018-12-09 17:25:52,054 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 17:25:52,087 - lstmimpl - INFO - Probabilites for word sonne : {'how': 0.08914895893926057, 'anything': 0.05139303914452452, 'incompetence': 0.04348629219007618, 'that': 0.034559097519248454, 'much': 0.02963721078458322}
2018-12-09 17:25:52,088 - lstmimpl - INFO - English: i dont know how enxp <eos> 

2018-12-09 17:25:52,088 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 17:25:52,121 - lstmimpl - INFO - Probabilites for word sein : {'that': 0.18167795488409172, 'how': 0.11331076765543677, 'much': 0.07659272597474526, 'anything': 0.044130860866704334, 'them': 0.02956579521592751}
2018-12-09 17:25:52,122 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 17:25:52,122 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 17:25:52,158 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.4627264109612322, 'fast': 0.05201065167758632, 'too': 0.03329868276940917, 'dressed': 0.02336047403821397, 'there': 0.021600782291500656}
2018-12-09 17:25:52,158 - lstmimpl - INFO - English: he is very enxp enxp <eos> 

2018-12-09 17:25:52,159 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 17:25:52,192 - lstmimpl - INFO - Probabilites for word weinen : {'that': 0.03884143242536904, 'leave': 0.02572600831339652, 'french': 0.02423687255180065, 'back': 0.021836013089706514, 'us': 0.02068636594097384}
2018-12-09 17:25:52,193 - lstmimpl - INFO - English: tom will be that enxp <eos> 

2018-12-09 17:25:52,193 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 17:25:52,227 - lstmimpl - INFO - Probabilites for word vorbei : {'good': 0.06349916678949367, 'broken': 0.03926899366654282, 'negative': 0.02392404854518191, 'red': 0.022330549628169626, 'off': 0.017503763517461676}
2018-12-09 17:25:52,227 - lstmimpl - INFO - English: the father is good enxp <eos> 

2018-12-09 17:25:52,228 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 17:25:52,261 - lstmimpl - INFO - Probabilites for word dexp : {'stolen': 0.028900693622516384, 'sour': 0.02513783853798088, 'off': 0.019259940359205162, 'angry': 0.019121386931715677, 'correct': 0.018515047945417803}
2018-12-09 17:25:52,262 - lstmimpl - INFO - English: the boy was stolen enxp <eos> 

2018-12-09 17:25:52,262 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 17:25:52,297 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.6111651389688187, 'sweet': 0.06731391724247131, 'swims': 0.02303672542720014, 'forgetful': 0.014727108516289774, 'late': 0.010890275222949193}
2018-12-09 17:25:52,298 - lstmimpl - INFO - English: the story ends enxp enxp <eos> 

2018-12-09 17:25:52,298 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 17:25:52,332 - lstmimpl - INFO - Probabilites for word aus : {'that': 0.22083304869601172, 'much': 0.0726723857395733, 'you': 0.0578980620173568, 'how': 0.04851819524580681, 'anything': 0.04194600040083307}
2018-12-09 17:25:52,333 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 17:25:52,333 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 17:25:52,389 - lstmimpl - INFO - Probabilites for word auf : {'anything': 0.10066304698194502, 'how': 0.04864136325041495, 'coffee': 0.031051160172900827, 'much': 0.02869073134052705, 'anyone': 0.027157173050992627}
2018-12-09 17:25:52,390 - lstmimpl - INFO - English: i dont know anything enxp <eos> 

2018-12-09 17:25:52,390 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 17:25:52,424 - lstmimpl - INFO - Probabilites for word nicht : {'that': 0.1808473730192513, 'much': 0.09449928064157086, 'you': 0.06803448868758766, 'how': 0.06307973343956787, 'anything': 0.03208613537524944}
2018-12-09 17:25:52,425 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 17:25:52,425 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 17:25:52,458 - lstmimpl - INFO - Probabilites for word enttauscht : {'hungry': 0.11592268023766494, 'correct': 0.06657850577053828, 'busy': 0.05875945520064178, 'happy': 0.05433984186872358, 'depressed': 0.037730522290377655}
2018-12-09 17:25:52,459 - lstmimpl - INFO - English: i am very hungry enxp <eos> 

2018-12-09 17:25:52,459 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 17:25:52,493 - lstmimpl - INFO - Probabilites for word hei : {'good': 0.10446359384867021, 'broken': 0.06140809133355573, 'out': 0.023779214328090017, 'red': 0.02099374819669943, 'in': 0.01755652054086447}
2018-12-09 17:25:52,493 - lstmimpl - INFO - English: the father is good enxp <eos> 

2018-12-09 17:25:52,494 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 17:25:52,527 - lstmimpl - INFO - Probabilites for word dexp : {'hungry': 0.14023951080662095, 'enxp': 0.08976349677944628, 'busy': 0.041578059647284386, 'sick': 0.028485263291585232, 'happy': 0.027046443105266386}
2018-12-09 17:25:52,528 - lstmimpl - INFO - English: i am very hungry enxp <eos> 

2018-12-09 17:29:44,320 - lstmimpl - INFO - Models saved successfully!
2018-12-09 17:29:44,793 - lstmimpl - INFO - Epoch: 3, Iteration: 15000, Encoder Loss: 18.17328012067127, Decoder Loss: 16.276612584755014, Learning Rate: 0.1
2018-12-09 17:29:44,795 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 17:29:44,796 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 17:29:44,829 - lstmimpl - INFO - Probabilites for word buch : {'daughters': 0.1464104815178162, 'singer': 0.056617142151598104, 'woman': 0.029804183583926197, 'sun': 0.02301730478103084, 'dictionary': 0.020160909391157028}
2018-12-09 17:29:44,830 - lstmimpl - INFO - English: i have a daughters enxp <eos> 

2018-12-09 17:29:44,830 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 17:29:44,864 - lstmimpl - INFO - Probabilites for word helfen : {'cold': 0.028651837644074633, 'toothpaste': 0.019680261387758226, 'mother': 0.019672097610503297, 'daughter': 0.01948419748991665, 'song': 0.0191791695302539}
2018-12-09 17:29:44,864 - lstmimpl - INFO - English: this is your cold enxp <eos> 

2018-12-09 17:29:44,865 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 17:29:44,898 - lstmimpl - INFO - Probabilites for word fahrrad : {'daughters': 0.13711456145164558, 'singer': 0.0592876709177691, 'woman': 0.031103576180077707, 'sun': 0.020666803724429347, 'dictionary': 0.020450450968600677}
2018-12-09 17:29:44,899 - lstmimpl - INFO - English: i have a daughters enxp <eos> 

2018-12-09 17:29:44,899 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 17:29:44,933 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9990134792809362, 'now': 8.884322380977824e-05, 'here': 5.967871015067649e-05, 'romantic': 5.250211629861119e-05, 'hair': 4.923124849062965e-05}
2018-12-09 17:29:44,933 - lstmimpl - INFO - English: he is obstinate enxp enxp <eos> 

2018-12-09 17:29:44,934 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 17:29:44,967 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9998544140830029, 'tom': 1.792782434194982e-05, 'you': 1.4931839862910478e-05, 'here': 1.4459590793213831e-05, 'it': 5.971632981840019e-06}
2018-12-09 17:29:44,968 - lstmimpl - INFO - English: tom will wait enxp enxp <eos> 

2018-12-09 17:29:44,968 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 17:29:45,002 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.999978790316939, 'hair': 2.507214699268415e-06, 'now': 2.1069043112258806e-06, 'up': 1.4200642987247341e-06, 'patience': 1.1410358553101148e-06}
2018-12-09 17:29:45,002 - lstmimpl - INFO - English: i am exhausted enxp enxp <eos> 

2018-12-09 17:29:45,003 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 17:29:45,038 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999799622472899, 'now': 2.171696588816685e-06, 'hair': 1.7885875577253586e-06, 'tea': 1.1756915572755898e-06, 'patience': 1.063257595556775e-06}
2018-12-09 17:29:45,039 - lstmimpl - INFO - English: i am exhausted enxp enxp <eos> 

2018-12-09 17:29:45,039 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 17:29:45,073 - lstmimpl - INFO - Probabilites for word sonne : {'brothers': 0.0371332471522979, 'money': 0.03322681776484396, 'hair': 0.03030697663541167, 'clubs': 0.028726654639918053, 'ideas': 0.02761791058805465}
2018-12-09 17:29:45,073 - lstmimpl - INFO - English: i have no brothers enxp <eos> 

2018-12-09 17:29:45,074 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 17:29:45,107 - lstmimpl - INFO - Probabilites for word sein : {'thirsty': 0.05089169069475557, 'angry': 0.040418570186575, 'true': 0.028681527198611233, 'tall': 0.021983658735372343, 'red': 0.01645444617333655}
2018-12-09 17:29:45,108 - lstmimpl - INFO - English: the boy is thirsty enxp <eos> 

2018-12-09 17:29:45,108 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 17:29:45,143 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999894535712344, 'together': 7.920400855827085e-07, 'now': 7.48366603012759e-07, 'dressed': 6.774463515867179e-07, 'there': 3.4357961715486134e-07}
2018-12-09 17:29:45,144 - lstmimpl - INFO - English: tom is obstinate enxp enxp <eos> 

2018-12-09 17:29:45,144 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 17:29:45,179 - lstmimpl - INFO - Probabilites for word weinen : {'it': 0.1931171092855485, 'me': 0.12738469584177525, 'enxp': 0.12118540563606485, 'tom': 0.11136180550077295, 'you': 0.05323499910408086}
2018-12-09 17:29:45,179 - lstmimpl - INFO - English: tom will wait it enxp <eos> 

2018-12-09 17:29:45,180 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 17:29:45,213 - lstmimpl - INFO - Probabilites for word vorbei : {'dirty': 0.08366813396152561, 'broken': 0.07460488823522445, 'thirsty': 0.038422214778358776, 'angry': 0.03658439153575527, 'negative': 0.03302797319902273}
2018-12-09 17:29:45,214 - lstmimpl - INFO - English: the boy is dirty enxp <eos> 

2018-12-09 17:29:45,214 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 17:29:45,248 - lstmimpl - INFO - Probabilites for word dexp : {'angry': 0.06902674386404929, 'thirsty': 0.06432506103460532, 'true': 0.04576144467312867, 'red': 0.023082850712552342, 'tall': 0.02143902376969292}
2018-12-09 17:29:45,248 - lstmimpl - INFO - English: the boy is angry enxp <eos> 

2018-12-09 17:29:45,249 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 17:29:45,282 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9985146616441068, 'sweet': 0.00021899367412422135, 'tom': 9.083818008276732e-05, 'me': 3.8634329250179546e-05, 'smelled': 3.28833576799495e-05}
2018-12-09 17:29:45,283 - lstmimpl - INFO - English: the story smelled enxp enxp <eos> 

2018-12-09 17:29:45,283 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 17:29:45,317 - lstmimpl - INFO - Probabilites for word aus : {'him': 0.14458060611983037, 'tom': 0.08384805581141686, 'it': 0.06799436520841252, 'as': 0.04862496595740377, 'you': 0.03654751655384999}
2018-12-09 17:29:45,318 - lstmimpl - INFO - English: i dont hate him enxp <eos> 

2018-12-09 17:29:45,318 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 17:29:45,354 - lstmimpl - INFO - Probabilites for word auf : {'hair': 0.08953856582421031, 'head': 0.03932875330090018, 'children': 0.0355408982586291, 'hands': 0.023924337080928736, 'cool': 0.02282557378251835}
2018-12-09 17:29:45,355 - lstmimpl - INFO - English: he likes his hair enxp <eos> 

2018-12-09 17:29:45,355 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 17:29:45,389 - lstmimpl - INFO - Probabilites for word nicht : {'that': 0.14927621542779282, 'this': 0.11742683851849868, 'it': 0.09344894628241944, 'tom': 0.06842493169313883, 'him': 0.06059471985967825}
2018-12-09 17:29:45,390 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 17:29:45,390 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 17:29:45,423 - lstmimpl - INFO - Probabilites for word enttauscht : {'singer': 0.10163393170375014, 'woman': 0.032418179210706125, 'accident': 0.028645497107246433, 'song': 0.022597788142504294, 'wonderful': 0.020632231042555207}
2018-12-09 17:29:45,424 - lstmimpl - INFO - English: i am a singer enxp <eos> 

2018-12-09 17:29:45,424 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 17:29:45,458 - lstmimpl - INFO - Probabilites for word hei : {'dirty': 0.06418416117367602, 'broken': 0.06338926386519726, 'thirsty': 0.0353389750619955, 'angry': 0.033895841769347616, 'negative': 0.0284346852027762}
2018-12-09 17:29:45,458 - lstmimpl - INFO - English: the boy is dirty enxp <eos> 

2018-12-09 17:29:45,459 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 17:29:45,492 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9998012366149189, 'now': 2.2453296782204776e-05, 'hair': 1.738323610338314e-05, 'up': 1.1694107123932136e-05, 'tea': 1.0761019978620723e-05}
2018-12-09 17:29:45,493 - lstmimpl - INFO - English: i am exhausted enxp enxp <eos> 

2018-12-09 17:33:37,695 - lstmimpl - INFO - Epoch: 3, Iteration: 15500, Encoder Loss: 9.857953167817678, Decoder Loss: 10.993382807536213, Learning Rate: 0.1
2018-12-09 17:33:37,696 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 17:33:37,697 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 17:33:37,785 - lstmimpl - INFO - Probabilites for word buch : {'woman': 0.15582946530984496, 'dream': 0.07666468624447018, 'dog': 0.044440636616109086, 'shortcut': 0.024948431521726166, 'daughters': 0.024362792691956157}
2018-12-09 17:33:37,787 - lstmimpl - INFO - English: i have a woman enxp <eos> 

2018-12-09 17:33:37,787 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 17:33:37,868 - lstmimpl - INFO - Probabilites for word helfen : {'map': 0.13287564150233486, 'gun': 0.10146211388906927, 'woman': 0.04931133865539746, 'joke': 0.04134119463283411, 'metal': 0.04016866175444018}
2018-12-09 17:33:37,868 - lstmimpl - INFO - English: this is a map enxp <eos> 

2018-12-09 17:33:37,869 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 17:33:37,905 - lstmimpl - INFO - Probabilites for word fahrrad : {'woman': 0.1812799266789686, 'dream': 0.07401046018906135, 'dog': 0.03681055176750179, 'whore': 0.025344740324085017, 'dictionary': 0.024799146867528685}
2018-12-09 17:33:37,906 - lstmimpl - INFO - English: i have a woman enxp <eos> 

2018-12-09 17:33:37,906 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 17:33:37,940 - lstmimpl - INFO - Probabilites for word dexp : {'hardworking': 0.496442867649152, 'nuts': 0.10649013988890538, 'dexterous': 0.022859425291199408, 'forty': 0.020193601447208876, 'expensive': 0.016725137702401364}
2018-12-09 17:33:37,940 - lstmimpl - INFO - English: tom is very hardworking enxp <eos> 

2018-12-09 17:33:37,941 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 17:33:37,974 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9946025032535716, 'me': 0.000888733146822528, 'you': 0.0006196325062951616, 'dead': 0.0004253385255434755, 'now': 0.0003024711101953026}
2018-12-09 17:33:37,975 - lstmimpl - INFO - English: tom will fail enxp enxp <eos> 

2018-12-09 17:33:37,975 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 17:33:38,011 - lstmimpl - INFO - Probabilites for word dexp : {'hardworking': 0.414759161253207, 'nuts': 0.06243922845757468, 'dexterous': 0.058238625108732296, 'cousins': 0.02412836358630613, 'neighbor': 0.02125702765101487}
2018-12-09 17:33:38,012 - lstmimpl - INFO - English: tom is very hardworking enxp <eos> 

2018-12-09 17:33:38,012 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 17:33:38,045 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9992586663787166, 'now': 7.007513468592945e-05, 'time': 4.3106391459975265e-05, 'dressed': 2.9358530406198366e-05, 'there': 2.0707685589207554e-05}
2018-12-09 17:33:38,046 - lstmimpl - INFO - English: i am thirsty enxp enxp <eos> 

2018-12-09 17:33:38,046 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 17:33:38,106 - lstmimpl - INFO - Probabilites for word sonne : {'woman': 0.16057256454872632, 'dream': 0.11074751004399747, 'dog': 0.043610300226995524, 'shortcut': 0.03355949018333236, 'foreigner': 0.031136066263609232}
2018-12-09 17:33:38,106 - lstmimpl - INFO - English: i have a woman enxp <eos> 

2018-12-09 17:33:38,107 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 17:33:38,178 - lstmimpl - INFO - Probabilites for word sein : {'changing': 0.06244180878834725, 'improving': 0.04739827613801982, 'hers': 0.04382906128222635, 'sascha': 0.04050400891337933, 'delicious': 0.040132819129690356}
2018-12-09 17:33:38,179 - lstmimpl - INFO - English: the climate is changing enxp <eos> 

2018-12-09 17:33:38,179 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 17:33:38,223 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.993020299582557, 'too': 0.0010524745860855352, 'dressed': 0.0007596928774312916, 'hardworking': 0.000535096886191302, 'now': 0.0004160288245017177}
2018-12-09 17:33:38,224 - lstmimpl - INFO - English: tom is thirsty enxp enxp <eos> 

2018-12-09 17:33:38,224 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 17:33:38,258 - lstmimpl - INFO - Probabilites for word weinen : {'enxp': 0.5124196771528863, 'well': 0.09329402774085348, 'mary': 0.08082723303861893, 'fast': 0.028296231144651553, 'too': 0.012778901081294213}
2018-12-09 17:33:38,258 - lstmimpl - INFO - English: tom understands french enxp enxp <eos> 

2018-12-09 17:33:38,259 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 17:33:38,292 - lstmimpl - INFO - Probabilites for word vorbei : {'thirsty': 0.10671943117929394, 'sascha': 0.06492845713610017, 'delicious': 0.06072339034574658, 'married': 0.036570159704235404, 'weak': 0.0364648646227799}
2018-12-09 17:33:38,293 - lstmimpl - INFO - English: the boy is thirsty enxp <eos> 

2018-12-09 17:33:38,293 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 17:33:38,327 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.12138847875705268, 'there': 0.07072421709339667, 'hardworking': 0.03366451392218451, 'yours': 0.03237378022700075, 'supper': 0.029953181361641764}
2018-12-09 17:33:38,327 - lstmimpl - INFO - English: this is over enxp enxp <eos> 

2018-12-09 17:33:38,328 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 17:33:38,364 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.999960304670447, 'together': 7.033252301550016e-06, '<eos>': 6.697552489134932e-06, 'tom': 2.2838978461794006e-06, 'it': 1.4054443392292591e-06}
2018-12-09 17:33:38,365 - lstmimpl - INFO - English: the kept enxp enxp enxp <eos> 

2018-12-09 17:33:38,365 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 17:33:38,399 - lstmimpl - INFO - Probabilites for word aus : {'know': 0.17928298918972174, 'understand': 0.06160329767141105, 'want': 0.05113960976746667, 'too': 0.0371785858807121, 'die': 0.024445971528691775}
2018-12-09 17:33:38,400 - lstmimpl - INFO - English: i hope you know enxp <eos> 

2018-12-09 17:33:38,400 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 17:33:38,435 - lstmimpl - INFO - Probabilites for word auf : {'grandfather': 0.10614668894921761, 'neighbor': 0.06236788298646283, 'machines': 0.052706240125339185, 'hardworking': 0.051000545093717015, 'nuts': 0.04507879413625685}
2018-12-09 17:33:38,436 - lstmimpl - INFO - English: tom likes marys grandfather enxp <eos> 

2018-12-09 17:33:38,436 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 17:33:38,470 - lstmimpl - INFO - Probabilites for word nicht : {'that': 0.4985481290530583, 'it': 0.2429962983599271, 'this': 0.08471986958196255, 'anything': 0.022309159972519477, 'them': 0.018837110991866284}
2018-12-09 17:33:38,470 - lstmimpl - INFO - English: i dont need that enxp <eos> 

2018-12-09 17:33:38,471 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 17:33:38,506 - lstmimpl - INFO - Probabilites for word enttauscht : {'hardworking': 0.14473640117109204, 'cheap': 0.05702075536506199, 'cousins': 0.04044262837336212, 'delicious': 0.033525609970064284, 'neighbor': 0.032931212278294944}
2018-12-09 17:33:38,507 - lstmimpl - INFO - English: i am very hardworking enxp <eos> 

2018-12-09 17:33:38,507 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 17:33:38,540 - lstmimpl - INFO - Probabilites for word hei : {'thirsty': 0.11728049195093217, 'weak': 0.065647628414482, 'sascha': 0.05566840884189965, 'married': 0.05463971393284047, 'delicious': 0.04499286155940805}
2018-12-09 17:33:38,541 - lstmimpl - INFO - English: the boy is thirsty enxp <eos> 

2018-12-09 17:33:38,541 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 17:33:38,575 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9973274350458633, 'now': 0.00028712671664168394, 'machines': 0.00012363359177604624, 'time': 0.00011202326234106557, 'anywhere': 0.00010419909106773196}
2018-12-09 17:33:38,575 - lstmimpl - INFO - English: i am thirsty enxp enxp <eos> 

2018-12-09 17:37:30,930 - lstmimpl - INFO - Epoch: 3, Iteration: 16000, Encoder Loss: 18.359050254744236, Decoder Loss: 11.912467897208662, Learning Rate: 0.1
2018-12-09 17:37:30,932 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 17:37:30,933 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 17:37:30,966 - lstmimpl - INFO - Probabilites for word buch : {'dictionary': 0.11562469390287582, 'beard': 0.06145683610612943, 'doctor': 0.051139365928953615, 'beer': 0.047464763394757935, 'liar': 0.041773910068307045}
2018-12-09 17:37:30,967 - lstmimpl - INFO - English: i have a dictionary enxp <eos> 

2018-12-09 17:37:30,967 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 17:37:31,001 - lstmimpl - INFO - Probabilites for word helfen : {'this': 0.08992165158014326, 'that': 0.056581777769232754, 'it': 0.032813025868462915, 'tom': 0.031939027335477675, 'in': 0.028151585498645413}
2018-12-09 17:37:31,001 - lstmimpl - INFO - English: i dont like this enxp <eos> 

2018-12-09 17:37:31,002 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 17:37:31,035 - lstmimpl - INFO - Probabilites for word fahrrad : {'dictionary': 0.11233509835558854, 'beard': 0.06637589884017012, 'doctor': 0.05655176316728981, 'beer': 0.0501539411814064, 'lot': 0.04245538601244065}
2018-12-09 17:37:31,036 - lstmimpl - INFO - English: i have a dictionary enxp <eos> 

2018-12-09 17:37:31,036 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 17:37:31,070 - lstmimpl - INFO - Probabilites for word dexp : {'happy': 0.06702922048053832, 'hardworking': 0.051378111381396946, 'tall': 0.04742800688165266, 'hard': 0.04632249721322729, 'stubborn': 0.03815503234811483}
2018-12-09 17:37:31,070 - lstmimpl - INFO - English: tom is very happy enxp <eos> 

2018-12-09 17:37:31,071 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 17:37:31,106 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9979336266922192, 'together': 0.00016407921552800132, 'you': 0.00012218026799958943, 'smiled': 0.00010791508454234306, 'me': 0.00010503977046996606}
2018-12-09 17:37:31,106 - lstmimpl - INFO - English: tom waited outside enxp enxp <eos> 

2018-12-09 17:37:31,107 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 17:37:31,142 - lstmimpl - INFO - Probabilites for word dexp : {'stomachache': 0.0953797941213476, 'dictionary': 0.038063647682556344, 'dog': 0.0309337766294054, 'doctor': 0.02895638508719462, 'norway': 0.020088390334031515}
2018-12-09 17:37:31,142 - lstmimpl - INFO - English: i have a stomachache enxp <eos> 

2018-12-09 17:37:31,143 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 17:37:31,176 - lstmimpl - INFO - Probabilites for word dexp : {'hungry': 0.2328731002127689, 'enxp': 0.08951974913417371, 'japanese': 0.058113320387851546, 'happy': 0.034406689820436466, 'old': 0.028785832235578658}
2018-12-09 17:37:31,177 - lstmimpl - INFO - English: i am very hungry enxp <eos> 

2018-12-09 17:37:31,177 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 17:37:31,210 - lstmimpl - INFO - Probabilites for word sonne : {'dictionary': 0.08884771706970598, 'lot': 0.0509797013158189, 'doctor': 0.046540082631024986, 'beard': 0.03700220587081655, 'message': 0.027742899745269826}
2018-12-09 17:37:31,211 - lstmimpl - INFO - English: i have a dictionary enxp <eos> 

2018-12-09 17:37:31,211 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 17:37:31,245 - lstmimpl - INFO - Probabilites for word sein : {'it': 0.44801536174102785, 'that': 0.18504744572174875, 'you': 0.1754410602057409, 'tom': 0.10298214311419226, 'him': 0.0174867965413398}
2018-12-09 17:37:31,246 - lstmimpl - INFO - English: i can do it enxp <eos> 

2018-12-09 17:37:31,246 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 17:37:31,279 - lstmimpl - INFO - Probabilites for word dexp : {'fast': 0.19371287917067107, 'enxp': 0.1662516052476823, 'hardworking': 0.06086601310694337, 'old': 0.0464364900784545, 'together': 0.03595525392013486}
2018-12-09 17:37:31,280 - lstmimpl - INFO - English: tom is very fast enxp <eos> 

2018-12-09 17:37:31,280 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 17:37:31,314 - lstmimpl - INFO - Probabilites for word weinen : {'enxp': 0.6409635240010675, 'fast': 0.051956173298810485, 'mary': 0.04181377147819347, 'alone': 0.027927694839621316, 'together': 0.02497863931583516}
2018-12-09 17:37:31,314 - lstmimpl - INFO - English: tom waited outside enxp enxp <eos> 

2018-12-09 17:37:31,315 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 17:37:31,351 - lstmimpl - INFO - Probabilites for word vorbei : {'angry': 0.06823329606938516, 'reasonable': 0.04546960186881163, 'genuine': 0.035483314764452885, 'fast': 0.023611517294744016, 'japanese': 0.023602577028202266}
2018-12-09 17:37:31,352 - lstmimpl - INFO - English: the cat is angry enxp <eos> 

2018-12-09 17:37:31,353 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 17:37:31,386 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9997791373856157, 'tom': 4.975821143968971e-05, 'you': 1.7714304191442706e-05, 'now': 9.126907983071846e-06, 'here': 6.835755041676492e-06}
2018-12-09 17:37:31,387 - lstmimpl - INFO - English: i love rock enxp enxp <eos> 

2018-12-09 17:37:31,387 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 17:37:31,423 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9965883050462246, 'smelled': 0.0004179223577055445, '<eos>': 0.00015184043613309032, 'me': 0.0001094037363002815, 'smiled': 0.00010414190618055829}
2018-12-09 17:37:31,423 - lstmimpl - INFO - English: the fart smelled enxp enxp <eos> 

2018-12-09 17:37:31,424 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 17:37:31,457 - lstmimpl - INFO - Probabilites for word aus : {'you': 0.24774766945517276, 'tom': 0.19842576697803563, 'it': 0.18791662193787168, 'that': 0.05614023004901071, 'him': 0.037175498490820275}
2018-12-09 17:37:31,458 - lstmimpl - INFO - English: i dont understand you enxp <eos> 

2018-12-09 17:37:31,458 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 17:37:31,492 - lstmimpl - INFO - Probabilites for word auf : {'hardworking': 0.125858144377466, 'happy': 0.04813462614716078, 'tall': 0.04026710912972, 'stubborn': 0.03516883356861642, 'brave': 0.03370473863212759}
2018-12-09 17:37:31,492 - lstmimpl - INFO - English: tom is very hardworking enxp <eos> 

2018-12-09 17:37:31,493 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 17:37:31,526 - lstmimpl - INFO - Probabilites for word nicht : {'it': 0.3521529411451048, 'that': 0.3065250695412322, 'tom': 0.12015673264957875, 'this': 0.059950033041012735, 'you': 0.032014752323459}
2018-12-09 17:37:31,527 - lstmimpl - INFO - English: i dont know it enxp <eos> 

2018-12-09 17:37:31,527 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 17:37:31,561 - lstmimpl - INFO - Probabilites for word enttauscht : {'whore': 0.06857036891907135, 'doctor': 0.04917794934021573, 'cold': 0.030384942854857558, 'norway': 0.027773124505913627, 'wunderkind': 0.023834064923414486}
2018-12-09 17:37:31,561 - lstmimpl - INFO - English: i am a whore enxp <eos> 

2018-12-09 17:37:31,562 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 17:37:31,595 - lstmimpl - INFO - Probabilites for word hei : {'fast': 0.08630694924019755, 'good': 0.06458968330687351, 'angry': 0.04860710520855654, 'genuine': 0.0427334458731806, 'cold': 0.0277620131541242}
2018-12-09 17:37:31,595 - lstmimpl - INFO - English: the car is fast enxp <eos> 

2018-12-09 17:37:31,596 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 17:37:31,629 - lstmimpl - INFO - Probabilites for word dexp : {'it': 0.49836610703496764, 'you': 0.1600940546455709, 'tom': 0.1081152807386131, 'that': 0.09414655682100712, 'anything': 0.03986032371714296}
2018-12-09 17:37:31,630 - lstmimpl - INFO - English: i can do it enxp <eos> 

2018-12-09 17:41:23,502 - lstmimpl - INFO - Epoch: 3, Iteration: 16500, Encoder Loss: 11.594411275355842, Decoder Loss: 13.670921132139426, Learning Rate: 0.1
2018-12-09 17:41:23,504 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 17:41:23,505 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 17:41:23,538 - lstmimpl - INFO - Probabilites for word buch : {'daughters': 0.07856882341045728, 'beard': 0.0575320754286878, 'misanthrope': 0.047073982169828624, 'car': 0.046648157290572166, 'dog': 0.04546631350307475}
2018-12-09 17:41:23,539 - lstmimpl - INFO - English: i have a daughters enxp <eos> 

2018-12-09 17:41:23,539 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 17:41:23,574 - lstmimpl - INFO - Probabilites for word helfen : {'small': 0.06560578496879681, 'bibliophile': 0.055179672230672584, 'beauty': 0.05394613107833395, 'number': 0.04805497846979265, 'thrill': 0.038907046050511075}
2018-12-09 17:41:23,575 - lstmimpl - INFO - English: this is a small enxp <eos> 

2018-12-09 17:41:23,575 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 17:41:23,608 - lstmimpl - INFO - Probabilites for word fahrrad : {'beard': 0.05747791215777687, 'daughters': 0.0556194877006376, 'misanthrope': 0.055240132603127566, 'car': 0.05298703005784869, 'dog': 0.03496573227007014}
2018-12-09 17:41:23,609 - lstmimpl - INFO - English: i have a beard enxp <eos> 

2018-12-09 17:41:23,610 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 17:41:23,644 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.6592883676022505, 'together': 0.06294703556715439, 'old': 0.02729668311056423, 'coldhearted': 0.010606158936369776, 'hungry': 0.008679899271239036}
2018-12-09 17:41:23,644 - lstmimpl - INFO - English: tom is always enxp enxp <eos> 

2018-12-09 17:41:23,645 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 17:41:23,678 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9997207742759259, 'now': 3.257928169407554e-05, 'tomorrow': 2.5593214754984758e-05, 'here': 2.468498890236989e-05, 'out': 2.0693172719839817e-05}
2018-12-09 17:41:23,679 - lstmimpl - INFO - English: dont laugh please enxp enxp <eos> 

2018-12-09 17:41:23,679 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 17:41:23,713 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9898894148215349, 'together': 0.0012946894344345163, 'hungry': 0.0006472205970062197, 'hair': 0.000343985600740417, 'tea': 0.0002775826254868753}
2018-12-09 17:41:23,713 - lstmimpl - INFO - English: i am japanese enxp enxp <eos> 

2018-12-09 17:41:23,714 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 17:41:23,747 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999214951593641, 'together': 1.2279202499165599e-05, 'now': 6.637172762042251e-06, 'hair': 4.613453859107633e-06, 'tea': 2.8444017728245704e-06}
2018-12-09 17:41:23,747 - lstmimpl - INFO - English: i am anthony enxp enxp <eos> 

2018-12-09 17:41:23,748 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 17:41:23,783 - lstmimpl - INFO - Probabilites for word sonne : {'palsy': 0.05568985870808445, 'books': 0.05321225207456975, 'friends': 0.04867796683003807, 'brothers': 0.04169544285684902, 'daughters': 0.032609204332742864}
2018-12-09 17:41:23,784 - lstmimpl - INFO - English: i have two palsy enxp <eos> 

2018-12-09 17:41:23,784 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 17:41:23,818 - lstmimpl - INFO - Probabilites for word sein : {'help': 0.5215530105850936, 'do': 0.07542635849801253, 'go': 0.053064905109937666, 'be': 0.035024996370319604, 'see': 0.03335978029425523}
2018-12-09 17:41:23,818 - lstmimpl - INFO - English: how can i help enxp <eos> 

2018-12-09 17:41:23,819 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 17:41:23,852 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9927505084443208, 'together': 0.0017645491592596185, 'old': 0.0003150771252120056, 'alone': 0.0002788407790141361, 'too': 0.0002654054102419043}
2018-12-09 17:41:23,853 - lstmimpl - INFO - English: tom is old enxp enxp <eos> 

2018-12-09 17:41:23,853 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 17:41:23,887 - lstmimpl - INFO - Probabilites for word weinen : {'handsome': 0.054865938273639635, 'father': 0.03679592156862401, 'together': 0.0296612706316209, 'grandfather': 0.023037674724791613, 'pictures': 0.02015008193275593}
2018-12-09 17:41:23,887 - lstmimpl - INFO - English: tom is marys handsome enxp <eos> 

2018-12-09 17:41:23,888 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 17:41:23,921 - lstmimpl - INFO - Probabilites for word vorbei : {'rough': 0.270743798801806, 'upstairs': 0.07447572505968776, 'delicious': 0.07074877930917273, 'contaminated': 0.05344362821841961, 'angry': 0.04828646307700935}
2018-12-09 17:41:23,922 - lstmimpl - INFO - English: the cat is rough enxp <eos> 

2018-12-09 17:41:23,922 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 17:41:23,956 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9965008204222339, 'here': 0.0003969116876164438, 'now': 0.0002578592061527493, 'over': 0.00020160750319271508, 'together': 0.00018721759699128767}
2018-12-09 17:41:23,956 - lstmimpl - INFO - English: how is it enxp enxp <eos> 

2018-12-09 17:41:23,957 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 17:41:23,990 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.99839130719675, 'smelled': 0.000234156779869393, 'smiled': 0.00022800821667853227, 'together': 6.519721527027236e-05, '<eos>': 6.224949299083462e-05}
2018-12-09 17:41:23,991 - lstmimpl - INFO - English: the mothers sew enxp enxp <eos> 

2018-12-09 17:41:23,991 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 17:41:24,024 - lstmimpl - INFO - Probabilites for word aus : {'tightened': 0.11081597164348601, 'soon': 0.040686857117585816, 'mistakes': 0.03986476878747149, 'year': 0.03707127429705304, 'back': 0.032729978635438785}
2018-12-09 17:41:24,025 - lstmimpl - INFO - English: tom will be tightened enxp <eos> 

2018-12-09 17:41:24,026 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 17:41:24,059 - lstmimpl - INFO - Probabilites for word auf : {'wrong': 0.0693939973489021, 'father': 0.03668178015566957, 'grandfather': 0.033039601720339005, 'egypt': 0.028198517862524745, 'confused': 0.024352266383373653}
2018-12-09 17:41:24,059 - lstmimpl - INFO - English: tom is marys wrong enxp <eos> 

2018-12-09 17:41:24,060 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 17:41:24,093 - lstmimpl - INFO - Probabilites for word nicht : {'that': 0.10517663562712264, 'chinese': 0.05323251883566202, 'alcohol': 0.04438606143395192, 'this': 0.04298475445833393, 'much': 0.030483777954351154}
2018-12-09 17:41:24,094 - lstmimpl - INFO - English: i dont drink that enxp <eos> 

2018-12-09 17:41:24,094 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 17:41:24,128 - lstmimpl - INFO - Probabilites for word enttauscht : {'hungry': 0.20041461053482995, 'handsome': 0.07094381678497741, 'happy': 0.04508409690720499, 'old': 0.040998915142396467, 'cold': 0.036638921014579766}
2018-12-09 17:41:24,128 - lstmimpl - INFO - English: i am very hungry enxp <eos> 

2018-12-09 17:41:24,129 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 17:41:24,164 - lstmimpl - INFO - Probabilites for word hei : {'rough': 0.18557946257945115, 'upstairs': 0.06905338276798771, 'delicious': 0.05547207150906465, 'contaminated': 0.04688543960761129, 'angry': 0.03903771651259429}
2018-12-09 17:41:24,165 - lstmimpl - INFO - English: the cat is rough enxp <eos> 

2018-12-09 17:41:24,165 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 17:41:24,198 - lstmimpl - INFO - Probabilites for word dexp : {'together': 0.26641158717841923, 'enxp': 0.14516368119615813, 'coldhearted': 0.07607183530044845, 'old': 0.038195118558833493, 'handsome': 0.026240660991593143}
2018-12-09 17:41:24,199 - lstmimpl - INFO - English: tom is always together enxp <eos> 

2018-12-09 17:45:16,549 - lstmimpl - INFO - Epoch: 3, Iteration: 17000, Encoder Loss: 6.018371561297821, Decoder Loss: 9.12289667938921, Learning Rate: 0.1
2018-12-09 17:45:16,551 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 17:45:16,552 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 17:45:16,585 - lstmimpl - INFO - Probabilites for word buch : {'llama': 0.09050775454312997, 'hotel': 0.03881641921423155, 'dog': 0.035865114649906514, 'hangover': 0.03264899397204959, 'cold': 0.030026934902533185}
2018-12-09 17:45:16,586 - lstmimpl - INFO - English: i have a llama enxp <eos> 

2018-12-09 17:45:16,587 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 17:45:16,620 - lstmimpl - INFO - Probabilites for word helfen : {'wine': 0.2164839194165587, 'surprises': 0.09397566393042885, 'computers': 0.051512385252179, 'liars': 0.03440774525444632, 'sore': 0.01810524419448769}
2018-12-09 17:45:16,620 - lstmimpl - INFO - English: i dont like wine enxp <eos> 

2018-12-09 17:45:16,621 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 17:45:16,656 - lstmimpl - INFO - Probabilites for word fahrrad : {'llama': 0.1342594166569969, 'hotel': 0.044113965327644236, 'hangover': 0.042108321320898846, 'dog': 0.028369555462430026, 'womanizer': 0.02627476876914987}
2018-12-09 17:45:16,657 - lstmimpl - INFO - English: i have a llama enxp <eos> 

2018-12-09 17:45:16,657 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 17:45:16,691 - lstmimpl - INFO - Probabilites for word dexp : {'cheerful': 0.1257448740170346, 'old': 0.09471408666009982, 'enxp': 0.08523783563946816, 'there': 0.08380468395012461, 'dangerous': 0.07540415543409336}
2018-12-09 17:45:16,691 - lstmimpl - INFO - English: tom is very cheerful enxp <eos> 

2018-12-09 17:45:16,692 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 17:45:16,725 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999262528913082, 'now': 1.1947694185286923e-05, 'me': 4.217757819279043e-06, 'money': 4.145051595334205e-06, 'out': 3.7768632825147366e-06}
2018-12-09 17:45:16,726 - lstmimpl - INFO - English: dont tell anyone enxp enxp <eos> 

2018-12-09 17:45:16,726 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 17:45:16,760 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9994656193949409, 'there': 0.00012327130648609748, 'together': 9.818316465910057e-05, 'here': 2.1566199645038054e-05, 'meat': 2.0448966929756283e-05}
2018-12-09 17:45:16,760 - lstmimpl - INFO - English: i am julius enxp enxp <eos> 

2018-12-09 17:45:16,761 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 17:45:16,794 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999921065257256, 'there': 1.3347667936057324e-06, 'now': 7.407276198623765e-07, 'together': 6.247322754517611e-07, 'here': 5.468208922880564e-07}
2018-12-09 17:45:16,795 - lstmimpl - INFO - English: i am julius enxp enxp <eos> 

2018-12-09 17:45:16,795 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 17:45:16,828 - lstmimpl - INFO - Probabilites for word sonne : {'shikoku': 0.14270660310013436, 'potential': 0.0461720359119965, 'boston': 0.043338703550667004, 'kids': 0.04171814084819493, 'rome': 0.036532648064374965}
2018-12-09 17:45:16,829 - lstmimpl - INFO - English: i am in shikoku enxp <eos> 

2018-12-09 17:45:16,829 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 17:45:16,866 - lstmimpl - INFO - Probabilites for word sein : {'go': 0.07361191396237843, 'see': 0.06555447692478673, 'later': 0.06489133956123275, 'do': 0.06267310108405738, 'help': 0.06072341930386405}
2018-12-09 17:45:16,867 - lstmimpl - INFO - English: what can you go enxp <eos> 

2018-12-09 17:45:16,867 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 17:45:16,901 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9972935492532361, 'there': 0.0005839323538104049, '839': 0.00042335938479642855, 'here': 0.0001292558962447561, 'me': 0.00012029507649139404}
2018-12-09 17:45:16,901 - lstmimpl - INFO - English: this is american enxp enxp <eos> 

2018-12-09 17:45:16,902 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 17:45:16,935 - lstmimpl - INFO - Probabilites for word weinen : {'enxp': 0.936529733227298, 'mary': 0.007918389670863672, 'english': 0.00531604861477576, 'here': 0.004226298305430922, 'out': 0.002532731019997856}
2018-12-09 17:45:16,936 - lstmimpl - INFO - English: tom saw me enxp enxp <eos> 

2018-12-09 17:45:16,936 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 17:45:16,970 - lstmimpl - INFO - Probabilites for word vorbei : {'sore': 0.10445424889070723, 'unorthodox': 0.09769052493561457, 'red': 0.051232965891633044, 'sealed': 0.0454666946673314, 'cheerful': 0.04192028646065378}
2018-12-09 17:45:16,970 - lstmimpl - INFO - English: the grapes are sore enxp <eos> 

2018-12-09 17:45:16,971 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 17:45:17,007 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999733714476137, 'tom': 6.871577997652144e-06, 'here': 4.077318493905118e-06, 'now': 1.9103616659500145e-06, 'together': 1.3781074641400776e-06}
2018-12-09 17:45:17,007 - lstmimpl - INFO - English: i like ken enxp enxp <eos> 

2018-12-09 17:45:17,008 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 17:45:17,042 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999562235527076, 'tom': 5.7126948990918884e-06, 'tomorrow': 4.432588908065727e-06, 'here': 2.718761571258304e-06, '<eos>': 2.6703539150246276e-06}
2018-12-09 17:45:17,043 - lstmimpl - INFO - English: the buzzer enxp enxp enxp <eos> 

2018-12-09 17:45:17,043 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 17:45:17,076 - lstmimpl - INFO - Probabilites for word aus : {'facebook': 0.07843317137018055, 'happy': 0.0763197292987693, 'tv': 0.07139598802269599, 'faster': 0.03792992689152804, 'here': 0.03780137733662407}
2018-12-09 17:45:17,077 - lstmimpl - INFO - English: you should work facebook enxp <eos> 

2018-12-09 17:45:17,078 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 17:45:17,111 - lstmimpl - INFO - Probabilites for word auf : {'there': 0.13431741629925398, 'enxp': 0.027282771117003644, 'alone': 0.024981619811010165, 'war': 0.024364547927833224, 'dangerous': 0.02407469888847067}
2018-12-09 17:45:17,112 - lstmimpl - INFO - English: i like playing there enxp <eos> 

2018-12-09 17:45:17,112 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 17:45:17,147 - lstmimpl - INFO - Probabilites for word nicht : {'that': 0.2865022699048557, 'this': 0.12088958193235332, 'him': 0.07887788267995746, 'it': 0.07305422299393102, 'tom': 0.034547969494685374}
2018-12-09 17:45:17,148 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 17:45:17,148 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 17:45:17,181 - lstmimpl - INFO - Probabilites for word enttauscht : {'dangerous': 0.25802181364704363, 'there': 0.07548308691467692, 'crazy': 0.051293711490576405, 'cheerful': 0.045406186827947115, 'hungry': 0.0450669102698648}
2018-12-09 17:45:17,182 - lstmimpl - INFO - English: i am very dangerous enxp <eos> 

2018-12-09 17:45:17,182 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 17:45:17,216 - lstmimpl - INFO - Probabilites for word hei : {'unorthodox': 0.16821202553860432, 'empty': 0.11411668701679063, 'rejected': 0.09807525875807765, 'comfortable': 0.06877043861509811, 'full': 0.04096221929085398}
2018-12-09 17:45:17,216 - lstmimpl - INFO - English: the room was unorthodox enxp <eos> 

2018-12-09 17:45:17,217 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 17:45:17,250 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999142188720139, 'there': 1.8861283342307893e-05, 'together': 1.595254165783503e-05, 'now': 5.39351447649463e-06, 'here': 4.428557592752651e-06}
2018-12-09 17:45:17,251 - lstmimpl - INFO - English: i am julius enxp enxp <eos> 

2018-12-09 17:49:07,086 - lstmimpl - INFO - Epoch: 3, Iteration: 17500, Encoder Loss: 11.443461821497252, Decoder Loss: 17.00949677244931, Learning Rate: 0.1
2018-12-09 17:49:07,088 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 17:49:07,089 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 17:49:07,123 - lstmimpl - INFO - Probabilites for word buch : {'receipt': 0.12195387422107513, 'dog': 0.08738929355303604, 'date': 0.0405017044031039, 'poet': 0.03382831103380604, 'hurry': 0.022308144882678942}
2018-12-09 17:49:07,123 - lstmimpl - INFO - English: i have a receipt enxp <eos> 

2018-12-09 17:49:07,124 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 17:49:07,159 - lstmimpl - INFO - Probabilites for word helfen : {'books': 0.08369921427785156, 'friends': 0.07408178964455372, 'eyes': 0.06424644022457357, 'history': 0.029765875399602362, 'pounds': 0.02851826789063498}
2018-12-09 17:49:07,159 - lstmimpl - INFO - English: i have few books enxp <eos> 

2018-12-09 17:49:07,160 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 17:49:07,193 - lstmimpl - INFO - Probabilites for word fahrrad : {'receipt': 0.11896999754790694, 'dog': 0.08176981590610279, 'date': 0.03969369139404045, 'poet': 0.033343514813394544, 'hurry': 0.02754830056924761}
2018-12-09 17:49:07,194 - lstmimpl - INFO - English: i have a receipt enxp <eos> 

2018-12-09 17:49:07,194 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 17:49:07,228 - lstmimpl - INFO - Probabilites for word dexp : {'drunk': 0.12007078257431307, 'tall': 0.07421220415581901, 'brave': 0.06774802170565, 'hardworking': 0.04181593209199331, 'there': 0.037582481152486524}
2018-12-09 17:49:07,228 - lstmimpl - INFO - English: tom is very drunk enxp <eos> 

2018-12-09 17:49:07,229 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 17:49:07,262 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9373573899860771, 'house': 0.009667991926770488, 'school': 0.005490540479863166, 'people': 0.0037678846940438185, 'tea': 0.0012365009705065377}
2018-12-09 17:49:07,263 - lstmimpl - INFO - English: i like this enxp enxp <eos> 

2018-12-09 17:49:07,263 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 17:49:07,297 - lstmimpl - INFO - Probabilites for word dexp : {'hungry': 0.130956091781747, 'tall': 0.10143964052175604, 'sick': 0.052344378913412704, 'tired': 0.03553258750221951, 'brave': 0.03516183702605508}
2018-12-09 17:49:07,297 - lstmimpl - INFO - English: i am very hungry enxp <eos> 

2018-12-09 17:49:07,298 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 17:49:07,333 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9997627306399532, 'now': 3.503568182976518e-05, 'here': 1.4882232811151112e-05, 'tea': 1.1857060526071283e-05, 'food': 9.816720306922412e-06}
2018-12-09 17:49:07,334 - lstmimpl - INFO - English: i was naive enxp enxp <eos> 

2018-12-09 17:49:07,335 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 17:49:07,428 - lstmimpl - INFO - Probabilites for word sonne : {'books': 0.1098471021610804, 'friends': 0.08798365245193968, 'you': 0.0546759323879535, 'eyes': 0.0524384930349108, 'help': 0.05013333098557484}
2018-12-09 17:49:07,429 - lstmimpl - INFO - English: i have few books enxp <eos> 

2018-12-09 17:49:07,429 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 17:49:07,500 - lstmimpl - INFO - Probabilites for word sein : {'that': 0.1863664407944623, 'it': 0.14587169278846587, 'this': 0.11578424315161748, 'anymore': 0.07943867261443398, 'them': 0.05026676404763204}
2018-12-09 17:49:07,501 - lstmimpl - INFO - English: i dont drink that enxp <eos> 

2018-12-09 17:49:07,501 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 17:49:07,601 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9997925228930074, 'now': 2.3538386945365293e-05, 'food': 1.521462507897895e-05, 'time': 8.207179305376998e-06, 'baths': 8.010618985727423e-06}
2018-12-09 17:49:07,601 - lstmimpl - INFO - English: tom is sick enxp enxp <eos> 

2018-12-09 17:49:07,602 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 17:49:07,673 - lstmimpl - INFO - Probabilites for word weinen : {'languages': 0.1171882912367673, 'well': 0.07312470545965555, 'perfectly': 0.05713745603429772, 'stubborn': 0.034312729142893995, 'sick': 0.029426245920136603}
2018-12-09 17:49:07,674 - lstmimpl - INFO - English: tom speaks french languages enxp <eos> 

2018-12-09 17:49:07,674 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 17:49:07,745 - lstmimpl - INFO - Probabilites for word vorbei : {'empty': 0.1575145191206775, 'fake': 0.055104771271290744, 'black': 0.03751781469826113, 'fantastic': 0.03233040385770418, 'shocked': 0.02605803955860604}
2018-12-09 17:49:07,745 - lstmimpl - INFO - English: the room was empty enxp <eos> 

2018-12-09 17:49:07,746 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 17:49:07,831 - lstmimpl - INFO - Probabilites for word dexp : {'it': 0.3143790370846105, 'that': 0.12581029552516612, 'go': 0.07794773815779968, 'enxp': 0.06511348612204859, 'him': 0.04085955496454844}
2018-12-09 17:49:07,832 - lstmimpl - INFO - English: did you see it enxp <eos> 

2018-12-09 17:49:07,832 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 17:49:07,896 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9815892166152173, 'smelled': 0.0014981416087218422, 'tom': 0.0012778730352217976, 'teaches': 0.001146561580274813, 'smiled': 0.0010709176701885893}
2018-12-09 17:49:07,896 - lstmimpl - INFO - English: the dog enxp enxp enxp <eos> 

2018-12-09 17:49:07,897 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 17:49:07,930 - lstmimpl - INFO - Probabilites for word aus : {'anymore': 0.19563181490327194, 'this': 0.10661227492761156, 'that': 0.05326917250541218, 'surprises': 0.04930983195314225, 'it': 0.030274198025064685}
2018-12-09 17:49:07,931 - lstmimpl - INFO - English: i dont like anymore enxp <eos> 

2018-12-09 17:49:07,932 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 17:49:07,965 - lstmimpl - INFO - Probabilites for word auf : {'eyes': 0.2687530391502096, 'cameras': 0.18237433000210143, 'cars': 0.04752376476155865, 'exwives': 0.03573410121282729, 'times': 0.021349080137863484}
2018-12-09 17:49:07,966 - lstmimpl - INFO - English: tom has three eyes enxp <eos> 

2018-12-09 17:49:07,966 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 17:49:07,999 - lstmimpl - INFO - Probabilites for word nicht : {'this': 0.35458726660364864, 'that': 0.2529571966618659, 'it': 0.225589076440594, 'you': 0.02865350221103293, 'tom': 0.02374285160714049}
2018-12-09 17:49:08,000 - lstmimpl - INFO - English: i dont know this enxp <eos> 

2018-12-09 17:49:08,000 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 17:49:08,034 - lstmimpl - INFO - Probabilites for word enttauscht : {'talkative': 0.09163652457448423, 'tall': 0.08976837414098018, 'brave': 0.047880199772755254, 'insensitive': 0.04544003875708044, 'hungry': 0.03690264765569834}
2018-12-09 17:49:08,034 - lstmimpl - INFO - English: i am very talkative enxp <eos> 

2018-12-09 17:49:08,035 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 17:49:08,068 - lstmimpl - INFO - Probabilites for word hei : {'empty': 0.15046416762256862, 'black': 0.05722537415035318, 'fake': 0.044449410782788454, 'comfortable': 0.03492531419464327, 'fantastic': 0.02906795374931355}
2018-12-09 17:49:08,069 - lstmimpl - INFO - English: the room was empty enxp <eos> 

2018-12-09 17:49:08,069 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 17:49:08,146 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9851738031116162, 'people': 0.001098807566767744, 'school': 0.0010643557010547799, 'food': 0.0008336776529578029, 'friends': 0.0005108576015787466}
2018-12-09 17:49:08,146 - lstmimpl - INFO - English: i like jazz enxp enxp <eos> 

2018-12-09 17:52:58,041 - lstmimpl - INFO - Epoch: 3, Iteration: 18000, Encoder Loss: 10.37733657491438, Decoder Loss: 11.571189525513523, Learning Rate: 0.1
2018-12-09 17:52:58,043 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 17:52:58,044 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 17:52:58,077 - lstmimpl - INFO - Probabilites for word buch : {'scooter': 0.18164898942114835, 'dog': 0.057187097101633055, 'hurry': 0.054868793962497976, 'receipt': 0.03687748142234353, 'berliner': 0.030022387898908195}
2018-12-09 17:52:58,078 - lstmimpl - INFO - English: i have a scooter enxp <eos> 

2018-12-09 17:52:58,078 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 17:52:58,112 - lstmimpl - INFO - Probabilites for word helfen : {'work': 0.6582202493902072, 'out': 0.03547899228555775, 'understand': 0.026105155343684874, 'red': 0.017787772631299763, 'bad': 0.017218464645069084}
2018-12-09 17:52:58,112 - lstmimpl - INFO - English: the dog doesnt work enxp <eos> 

2018-12-09 17:52:58,113 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 17:52:58,148 - lstmimpl - INFO - Probabilites for word fahrrad : {'scooter': 0.1950984544985339, 'dog': 0.070009413999179, 'hurry': 0.04977038771824995, 'berliner': 0.030749837537218636, 'dream': 0.03056916638519814}
2018-12-09 17:52:58,148 - lstmimpl - INFO - English: i have a scooter enxp <eos> 

2018-12-09 17:52:58,149 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 17:52:58,182 - lstmimpl - INFO - Probabilites for word dexp : {'japanese': 0.05916409111738441, 'tennis': 0.04738372970580682, 'happy': 0.046682248360903046, 'correct': 0.04410357568434785, 'chess': 0.042498882081635304}
2018-12-09 17:52:58,183 - lstmimpl - INFO - English: i am from japanese enxp <eos> 

2018-12-09 17:52:58,183 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 17:52:58,216 - lstmimpl - INFO - Probabilites for word dexp : {'work': 0.32096232136000846, 'understand': 0.04773551800186764, 'laughed': 0.03662016285605114, 'money': 0.029946037079820336, 'know': 0.025049139164232855}
2018-12-09 17:52:58,217 - lstmimpl - INFO - English: the students doesnt work enxp <eos> 

2018-12-09 17:52:58,217 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 17:52:58,251 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.21236525886945712, 'confused': 0.07463802796845645, 'fish': 0.05559841511484774, 'yesterday': 0.05192843861607093, 'people': 0.04403978612148425}
2018-12-09 17:52:58,252 - lstmimpl - INFO - English: i like in enxp enxp <eos> 

2018-12-09 17:52:58,252 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 17:52:58,285 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9998099541915954, 'now': 1.5826132246056734e-05, 'confused': 1.4441653367720176e-05, 'english': 9.037978171099336e-06, 'time': 8.716434481718731e-06}
2018-12-09 17:52:58,286 - lstmimpl - INFO - English: i like english enxp enxp <eos> 

2018-12-09 17:52:58,286 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 17:52:58,319 - lstmimpl - INFO - Probabilites for word sonne : {'that': 0.2136819394861257, 'you': 0.14667887962697165, 'it': 0.07535996511591952, 'anything': 0.05902120668219755, 'tom': 0.04267538496046668}
2018-12-09 17:52:58,320 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 17:52:58,320 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 17:52:58,358 - lstmimpl - INFO - Probabilites for word sein : {'angry': 0.05628199360763019, 'dirty': 0.04487905945828351, 'full': 0.03981058598268811, 'mad': 0.025936734787898243, 'futile': 0.02216249649272663}
2018-12-09 17:52:58,358 - lstmimpl - INFO - English: the water is angry enxp <eos> 

2018-12-09 17:52:58,359 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 17:52:58,392 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9990278792351166, 'now': 0.0001615968486592799, 'dressed': 6.224696226154387e-05, 'time': 3.896459666128209e-05, 'confused': 3.6848194988743586e-05}
2018-12-09 17:52:58,393 - lstmimpl - INFO - English: tom is legendary enxp enxp <eos> 

2018-12-09 17:52:58,393 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 17:52:58,426 - lstmimpl - INFO - Probabilites for word weinen : {'you': 0.5138357546877148, 'mary': 0.05507439662591039, 'anything': 0.03256499963014236, 'tom': 0.02422083514596667, 'him': 0.02167685273105552}
2018-12-09 17:52:58,427 - lstmimpl - INFO - English: tom doesnt understand you enxp <eos> 

2018-12-09 17:52:58,428 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 17:52:58,461 - lstmimpl - INFO - Probabilites for word vorbei : {'full': 0.09421359362208966, 'young': 0.055882347306267684, 'red': 0.05562211259226352, 'angry': 0.042381161911585884, 'hungry': 0.035638486139453536}
2018-12-09 17:52:58,462 - lstmimpl - INFO - English: the dog is full enxp <eos> 

2018-12-09 17:52:58,462 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 17:52:58,495 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9420096300689922, 'now': 0.02242542327156182, 'alone': 0.0032173535546754467, 'english': 0.0025597556043976386, 'me': 0.0019857789472633304}
2018-12-09 17:52:58,496 - lstmimpl - INFO - English: you can go enxp enxp <eos> 

2018-12-09 17:52:58,496 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 17:52:58,532 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9996376452357508, 'time': 2.96799884130694e-05, 'fast': 1.274966666727253e-05, 'sweet': 1.2128108907421282e-05, 'tea': 8.850298899443616e-06}
2018-12-09 17:52:58,533 - lstmimpl - INFO - English: the story sings enxp enxp <eos> 

2018-12-09 17:52:58,534 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 17:52:58,567 - lstmimpl - INFO - Probabilites for word aus : {'that': 0.20546008944700325, 'anything': 0.13543995788622293, 'you': 0.10320224309438927, 'it': 0.0623666514041605, 'tom': 0.032637414989316715}
2018-12-09 17:52:58,568 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 17:52:58,568 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 17:52:58,601 - lstmimpl - INFO - Probabilites for word auf : {'surprises': 0.4692994660534826, 'tennis': 0.052576751395010404, 'incompetence': 0.0409376652984635, 'anything': 0.024144649266970786, 'kyoto': 0.019223170757783185}
2018-12-09 17:52:58,602 - lstmimpl - INFO - English: i dont like surprises enxp <eos> 

2018-12-09 17:52:58,603 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 17:52:58,637 - lstmimpl - INFO - Probabilites for word nicht : {'it': 0.28616226228889313, 'that': 0.25475250635110847, 'this': 0.09114095251402264, 'tom': 0.08857790346741527, 'you': 0.024145272056863818}
2018-12-09 17:52:58,638 - lstmimpl - INFO - English: i dont know it enxp <eos> 

2018-12-09 17:52:58,638 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 17:52:58,672 - lstmimpl - INFO - Probabilites for word enttauscht : {'hungry': 0.0701122483110727, 'happy': 0.039988103482014634, 'surprised': 0.03722307126545109, 'australia': 0.0350567479738092, 'spain': 0.028280421696529733}
2018-12-09 17:52:58,672 - lstmimpl - INFO - English: i am from hungry enxp <eos> 

2018-12-09 17:52:58,673 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 17:52:58,706 - lstmimpl - INFO - Probabilites for word hei : {'full': 0.20036831506204691, 'red': 0.07999346294366988, 'futile': 0.04031667678094062, 'mad': 0.03399877433441072, 'angry': 0.029191438522195634}
2018-12-09 17:52:58,707 - lstmimpl - INFO - English: the dog is full enxp <eos> 

2018-12-09 17:52:58,707 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 17:52:58,741 - lstmimpl - INFO - Probabilites for word dexp : {'happy': 0.08544375844979517, 'australia': 0.059992130308433554, 'hungry': 0.05782677541876311, 'surprised': 0.045768553932634896, 'confused': 0.036405794308338214}
2018-12-09 17:52:58,741 - lstmimpl - INFO - English: i am from happy enxp <eos> 

2018-12-09 17:56:49,055 - lstmimpl - INFO - Epoch: 3, Iteration: 18500, Encoder Loss: 10.51257417228344, Decoder Loss: 14.49699487444646, Learning Rate: 0.1
2018-12-09 17:56:49,057 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 17:56:49,058 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 17:56:49,091 - lstmimpl - INFO - Probabilites for word buch : {'daughters': 0.05659517796836199, 'peninsula': 0.038137266670217024, 'woman': 0.025702311126983523, 'sun': 0.021217908910066627, 'hospital': 0.02102383238191692}
2018-12-09 17:56:49,092 - lstmimpl - INFO - English: i have a daughters enxp <eos> 

2018-12-09 17:56:49,092 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 17:56:49,126 - lstmimpl - INFO - Probabilites for word helfen : {'confrontation': 0.45988636177561276, 'wine': 0.15354596173502214, 'mom': 0.023895579762288895, 'girls': 0.015590818810303754, 'movies': 0.01330072035597266}
2018-12-09 17:56:49,126 - lstmimpl - INFO - English: i dont like confrontation enxp <eos> 

2018-12-09 17:56:49,127 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 17:56:49,162 - lstmimpl - INFO - Probabilites for word fahrrad : {'daughters': 0.04492997781110316, 'peninsula': 0.03585257517277679, 'woman': 0.032546974157959124, 'dictionary': 0.022667490428750676, 'sun': 0.02106821832744141}
2018-12-09 17:56:49,163 - lstmimpl - INFO - English: i have a daughters enxp <eos> 

2018-12-09 17:56:49,163 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 17:56:49,196 - lstmimpl - INFO - Probabilites for word dexp : {'happy': 0.1804996564878555, 'honest': 0.11164027650240244, 'hungry': 0.048766441348209004, 'important': 0.038464415088904046, 'brave': 0.03261734695791351}
2018-12-09 17:56:49,197 - lstmimpl - INFO - English: tom is very happy enxp <eos> 

2018-12-09 17:56:49,197 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 17:56:49,231 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999621084086938, 'now': 9.32528468686323e-06, 'me': 4.181792483952402e-06, 'money': 1.6835063284733196e-06, 'out': 1.3917285047046181e-06}
2018-12-09 17:56:49,231 - lstmimpl - INFO - English: dont tell anyone enxp enxp <eos> 

2018-12-09 17:56:49,232 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 17:56:49,266 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9998982006008061, 'together': 1.7588458136630437e-05, 'there': 9.942082429893344e-06, 'dressed': 8.253427537805034e-06, 'animals': 6.165539376017534e-06}
2018-12-09 17:56:49,267 - lstmimpl - INFO - English: we are scary enxp enxp <eos> 

2018-12-09 17:56:49,267 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 17:56:49,300 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.22404398472026735, 'fast': 0.12161530415540664, 'happy': 0.043545713970391454, 'too': 0.03889928907437367, 'honest': 0.0328685328291972}
2018-12-09 17:56:49,301 - lstmimpl - INFO - English: he is very enxp enxp <eos> 

2018-12-09 17:56:49,301 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 17:56:49,336 - lstmimpl - INFO - Probabilites for word sonne : {'confrontation': 0.6136673097057435, 'wine': 0.1546004095990289, 'mom': 0.02434495094405026, 'movies': 0.013819614233689987, 'surprises': 0.010353743973057553}
2018-12-09 17:56:49,337 - lstmimpl - INFO - English: i dont like confrontation enxp <eos> 

2018-12-09 17:56:49,337 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 17:56:49,374 - lstmimpl - INFO - Probabilites for word sein : {'it': 0.46821177300426703, 'that': 0.44850540660345417, 'me': 0.03363433514306079, 'anything': 0.008997669384742904, 'us': 0.004834221746935392}
2018-12-09 17:56:49,375 - lstmimpl - INFO - English: can you do it enxp <eos> 

2018-12-09 17:56:49,375 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 17:56:49,409 - lstmimpl - INFO - Probabilites for word dexp : {'happy': 0.12006925206761139, 'honest': 0.08020669888399524, 'hungry': 0.06581471240506474, 'fast': 0.05197572759828872, 'dangerous': 0.04850499916218315}
2018-12-09 17:56:49,409 - lstmimpl - INFO - English: tom is very happy enxp <eos> 

2018-12-09 17:56:49,410 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 17:56:49,443 - lstmimpl - INFO - Probabilites for word weinen : {'enxp': 0.28313242140718525, 'you': 0.15872102564336033, 'us': 0.10685526184477989, 'it': 0.06403147165549816, 'something': 0.03691986496819444}
2018-12-09 17:56:49,444 - lstmimpl - INFO - English: tom will wait enxp enxp <eos> 

2018-12-09 17:56:49,444 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 17:56:49,477 - lstmimpl - INFO - Probabilites for word vorbei : {'enxp': 0.7228945223185229, 'produce': 0.015271499529132733, 'how': 0.010403460957727947, 'flat': 0.010271309352525926, 'nosy': 0.00999939919942652}
2018-12-09 17:56:49,478 - lstmimpl - INFO - English: this is mince enxp enxp <eos> 

2018-12-09 17:56:49,478 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 17:56:49,512 - lstmimpl - INFO - Probabilites for word dexp : {'off': 0.19990014140774778, 'true': 0.07247911255071007, 'everyone': 0.042370293395118795, 'disappointing': 0.02861105167576306, 'nice': 0.021799564274077938}
2018-12-09 17:56:49,512 - lstmimpl - INFO - English: the button came off enxp <eos> 

2018-12-09 17:56:49,513 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 17:56:49,546 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9992943658396537, 'sweet': 7.190692773203553e-05, 'down': 2.3004581120592855e-05, 'quickly': 2.0321007594072836e-05, '<eos>': 1.9049441367898813e-05}
2018-12-09 17:56:49,547 - lstmimpl - INFO - English: the story enxp enxp enxp <eos> 

2018-12-09 17:56:49,547 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 17:56:49,581 - lstmimpl - INFO - Probabilites for word aus : {'wine': 0.13540318522036027, 'why': 0.13478178832130483, 'confrontation': 0.06241351683149794, 'you': 0.06104262974161723, 'that': 0.043998384437980396}
2018-12-09 17:56:49,581 - lstmimpl - INFO - English: i dont know wine enxp <eos> 

2018-12-09 17:56:49,582 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 17:56:49,615 - lstmimpl - INFO - Probabilites for word auf : {'pens': 0.06734655202532414, 'flat': 0.048814249978372755, 'brakes': 0.02996301588130324, 'money': 0.029894055210582037, 'girls': 0.020555459168802366}
2018-12-09 17:56:49,616 - lstmimpl - INFO - English: i have no pens enxp <eos> 

2018-12-09 17:56:49,616 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 17:56:49,651 - lstmimpl - INFO - Probabilites for word nicht : {'wine': 0.611490275290575, 'confrontation': 0.0592847497635062, 'twins': 0.020052905111860104, 'mom': 0.013345911210497354, 'faking': 0.012398864451142765}
2018-12-09 17:56:49,652 - lstmimpl - INFO - English: i dont drink wine enxp <eos> 

2018-12-09 17:56:49,652 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 17:56:49,686 - lstmimpl - INFO - Probabilites for word enttauscht : {'enxp': 0.9983978872637246, 'money': 0.00010520188639462499, 'time': 9.66376740978082e-05, 'there': 8.446052413161704e-05, 'now': 8.301928601956244e-05}
2018-12-09 17:56:49,686 - lstmimpl - INFO - English: i have hives enxp enxp <eos> 

2018-12-09 17:56:49,687 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 17:56:49,720 - lstmimpl - INFO - Probabilites for word hei : {'kyoto': 0.2555955525890113, 'facebook': 0.08433298974054136, 'landmarks': 0.04021268118268408, 'enough': 0.02985776426801014, 'alone': 0.026331218890288038}
2018-12-09 17:56:49,721 - lstmimpl - INFO - English: are you from kyoto enxp <eos> 

2018-12-09 17:56:49,722 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 17:56:49,755 - lstmimpl - INFO - Probabilites for word dexp : {'happy': 0.06767641253866584, 'honest': 0.06720009591495872, 'fast': 0.05204356296387069, 'hungry': 0.05147042171207062, 'important': 0.03387648049780263}
2018-12-09 17:56:49,755 - lstmimpl - INFO - English: tom is very happy enxp <eos> 

2018-12-09 18:00:50,227 - lstmimpl - INFO - Epoch: 3, Iteration: 19000, Encoder Loss: 8.089844798132734, Decoder Loss: 9.6944288199319, Learning Rate: 0.1
2018-12-09 18:00:50,229 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 18:00:50,230 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 18:00:50,301 - lstmimpl - INFO - Probabilites for word buch : {'dog': 0.1666955146214531, 'family': 0.12885568070603876, 'daughters': 0.06699931351374615, 'scooter': 0.053499165876521336, 'plan': 0.044624491426002964}
2018-12-09 18:00:50,301 - lstmimpl - INFO - English: i have a dog enxp <eos> 

2018-12-09 18:00:50,302 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 18:00:50,353 - lstmimpl - INFO - Probabilites for word helfen : {'this': 0.1412284114029447, 'confrontation': 0.081871680508272, 'wine': 0.06968539094930855, 'it': 0.04875164001442828, 'traveling': 0.0436849726253701}
2018-12-09 18:00:50,354 - lstmimpl - INFO - English: i dont like this enxp <eos> 

2018-12-09 18:00:50,354 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 18:00:50,388 - lstmimpl - INFO - Probabilites for word fahrrad : {'daughters': 0.30587294649641, 'nieces': 0.07674880195693799, 'family': 0.06589100051808787, 'books': 0.040622586183930644, 'cousins': 0.03708526326909775}
2018-12-09 18:00:50,389 - lstmimpl - INFO - English: i have two daughters enxp <eos> 

2018-12-09 18:00:50,389 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 18:00:50,423 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.31090268262172455, 'sick': 0.062460922544482565, 'hungry': 0.05203067754442125, 'too': 0.04070508103160918, 'brave': 0.033879928805178046}
2018-12-09 18:00:50,423 - lstmimpl - INFO - English: he is very enxp enxp <eos> 

2018-12-09 18:00:50,424 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 18:00:50,457 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9416667961630647, 'determination': 0.007551413819934708, 'now': 0.0030656325086888896, 'confused': 0.0025878032011026958, 'mistakes': 0.0019994577519479597}
2018-12-09 18:00:50,458 - lstmimpl - INFO - English: dont underestimate it enxp enxp <eos> 

2018-12-09 18:00:50,459 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 18:00:50,492 - lstmimpl - INFO - Probabilites for word dexp : {'late': 0.26905064514636995, 'enxp': 0.18288462753676793, 'too': 0.08925483128566805, 'dressed': 0.04331057743976059, 'alone': 0.029003711797283636}
2018-12-09 18:00:50,493 - lstmimpl - INFO - English: she is too late enxp <eos> 

2018-12-09 18:00:50,493 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 18:00:50,527 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999965136079396, 'tea': 5.450760380140765e-07, 'food': 3.450120248346009e-07, 'now': 3.175122825678352e-07, 'time': 2.3291700916563557e-07}
2018-12-09 18:00:50,528 - lstmimpl - INFO - English: i love hungry enxp enxp <eos> 

2018-12-09 18:00:50,528 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 18:00:50,562 - lstmimpl - INFO - Probabilites for word sonne : {'traveling': 0.1333597401973271, 'wine': 0.07739260136562383, 'confrontation': 0.06845817321096354, 'this': 0.04845230940491977, 'it': 0.03269700547834674}
2018-12-09 18:00:50,562 - lstmimpl - INFO - English: i dont like traveling enxp <eos> 

2018-12-09 18:00:50,563 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 18:00:50,596 - lstmimpl - INFO - Probabilites for word sein : {'it': 0.47251137345344507, 'us': 0.06690263052415231, 'be': 0.03872160728985348, 'that': 0.029519153615155325, 'leave': 0.02875674096409908}
2018-12-09 18:00:50,597 - lstmimpl - INFO - English: i can get it enxp <eos> 

2018-12-09 18:00:50,597 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 18:00:50,631 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9997259850195869, 'sweet': 3.3074349984930226e-05, 'sick': 1.782419343827888e-05, 'too': 1.6636362059307595e-05, 'dressed': 1.2985350687984511e-05}
2018-12-09 18:00:50,632 - lstmimpl - INFO - English: tom is mistakes enxp enxp <eos> 

2018-12-09 18:00:50,632 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 18:00:50,667 - lstmimpl - INFO - Probabilites for word weinen : {'late': 0.04759091598952938, 'us': 0.03325548125004608, 'it': 0.03232198458300673, 'too': 0.03203809165993028, 'something': 0.023528580432314206}
2018-12-09 18:00:50,668 - lstmimpl - INFO - English: tom will be late enxp <eos> 

2018-12-09 18:00:50,668 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 18:00:50,701 - lstmimpl - INFO - Probabilites for word vorbei : {'broken': 0.06764266154881092, 'reasonable': 0.03738188835809406, 'shaggy': 0.027441654357031057, 'arrested': 0.02669906460672824, 'abated': 0.019332335985448746}
2018-12-09 18:00:50,702 - lstmimpl - INFO - English: the door is broken enxp <eos> 

2018-12-09 18:00:50,703 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 18:00:50,736 - lstmimpl - INFO - Probabilites for word dexp : {'right': 0.046361497155225605, 'broken': 0.04395934887521773, 'thirsty': 0.03556908721275873, 'tall': 0.027535750873302216, 'small': 0.02743820064333936}
2018-12-09 18:00:50,737 - lstmimpl - INFO - English: the boy is right enxp <eos> 

2018-12-09 18:00:50,737 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 18:00:50,771 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9991149291406042, 'tom': 6.158789397293925e-05, 'down': 4.657220663446056e-05, 'sweet': 4.48701589413375e-05, 'it': 3.1689012628762925e-05}
2018-12-09 18:00:50,772 - lstmimpl - INFO - English: the door enxp enxp enxp <eos> 

2018-12-09 18:00:50,772 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 18:00:50,806 - lstmimpl - INFO - Probabilites for word aus : {'it': 0.2406220446947108, 'that': 0.2296837634162527, 'this': 0.04314800160153207, 'anything': 0.03820249506745481, 'what': 0.030154760364572007}
2018-12-09 18:00:50,806 - lstmimpl - INFO - English: i dont know it enxp <eos> 

2018-12-09 18:00:50,807 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 18:00:50,844 - lstmimpl - INFO - Probabilites for word auf : {'money': 0.19772964036031188, 'bus': 0.06492373514208954, 'son': 0.03132617431744229, 'hammer': 0.02298519934535963, 'key': 0.019514967064929577}
2018-12-09 18:00:50,844 - lstmimpl - INFO - English: i need the money enxp <eos> 

2018-12-09 18:00:50,845 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 18:00:50,886 - lstmimpl - INFO - Probabilites for word nicht : {'it': 0.5441518589243808, 'that': 0.2228268568722198, 'this': 0.07657736289221523, 'tom': 0.037136079710092404, 'them': 0.01491629325780588}
2018-12-09 18:00:50,887 - lstmimpl - INFO - English: i dont know it enxp <eos> 

2018-12-09 18:00:50,887 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 18:00:50,926 - lstmimpl - INFO - Probabilites for word enttauscht : {'hungry': 0.6058778695098822, 'enxp': 0.03267460965304476, 'idea': 0.01671370118538899, 'old': 0.014292884513051904, 'cold': 0.012768661043100628}
2018-12-09 18:00:50,927 - lstmimpl - INFO - English: i am very hungry enxp <eos> 

2018-12-09 18:00:50,927 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 18:00:50,961 - lstmimpl - INFO - Probabilites for word hei : {'broken': 0.21670318801153055, 'dirty': 0.037505877403554974, 'shaggy': 0.030468288552602172, 'yamada': 0.026957800446582414, 'icecold': 0.02671718253609147}
2018-12-09 18:00:50,961 - lstmimpl - INFO - English: the water is broken enxp <eos> 

2018-12-09 18:00:50,962 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 18:00:50,998 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.992246578503835, 'sick': 0.0005250570798238675, 'alone': 0.00045711673828316646, 'too': 0.00042400993871000896, 'hungry': 0.00041088075352261634}
2018-12-09 18:00:50,999 - lstmimpl - INFO - English: tom is mistakes enxp enxp <eos> 

2018-12-09 18:04:43,811 - lstmimpl - INFO - Epoch: 3, Iteration: 19500, Encoder Loss: 11.694768830375146, Decoder Loss: 11.245844396499889, Learning Rate: 0.1
2018-12-09 18:04:43,813 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 18:04:44,113 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 18:04:44,155 - lstmimpl - INFO - Probabilites for word buch : {'dog': 0.12184986372976556, 'scooter': 0.05975711525105371, 'family': 0.049033961278244574, 'plan': 0.03591917027043035, 'daughters': 0.03504252342632195}
2018-12-09 18:04:44,155 - lstmimpl - INFO - English: i have a dog enxp <eos> 

2018-12-09 18:04:44,156 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 18:04:44,189 - lstmimpl - INFO - Probabilites for word helfen : {'go': 0.08633674193472797, 'answer': 0.0668548076516978, 'do': 0.057079236179390376, 'see': 0.052583751409287505, 'leave': 0.051269335380480084}
2018-12-09 18:04:44,190 - lstmimpl - INFO - English: what did you go enxp <eos> 

2018-12-09 18:04:44,190 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 18:04:44,224 - lstmimpl - INFO - Probabilites for word fahrrad : {'dog': 0.13626841748603738, 'scooter': 0.05928370976785368, 'family': 0.04493357742927675, 'daughters': 0.03515007179556109, 'plan': 0.03290059998879183}
2018-12-09 18:04:44,225 - lstmimpl - INFO - English: i have a dog enxp <eos> 

2018-12-09 18:04:44,225 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 18:04:44,259 - lstmimpl - INFO - Probabilites for word dexp : {'brave': 0.21307055382547238, 'busy': 0.15429365521108188, 'hungry': 0.04543973161411879, 'sick': 0.034778041518594385, 'drunk': 0.022470657037778164}
2018-12-09 18:04:44,259 - lstmimpl - INFO - English: he is very brave enxp <eos> 

2018-12-09 18:04:44,260 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 18:04:44,293 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9623703593879512, 'now': 0.0051769941018096136, 'boyfriend': 0.0021558517177134645, 'tv': 0.001219649444735991, 'too': 0.0010806236765219849}
2018-12-09 18:04:44,294 - lstmimpl - INFO - English: dont tell anyone enxp enxp <eos> 

2018-12-09 18:04:44,294 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 18:04:44,328 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999202661871887, 'now': 1.165500729362315e-05, 'up': 8.896462489101928e-06, 'tom': 6.266552882247344e-06, 'you': 3.5604264541452143e-06}
2018-12-09 18:04:44,329 - lstmimpl - INFO - English: i have enough enxp enxp <eos> 

2018-12-09 18:04:44,329 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 18:04:44,367 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999747089413595, 'now': 8.362461228701308e-06, 'hungry': 1.0211634574148356e-06, 'dressed': 9.292517085092993e-07, 'fathers': 8.812607287824231e-07}
2018-12-09 18:04:44,367 - lstmimpl - INFO - English: i am exhausted enxp enxp <eos> 

2018-12-09 18:04:44,368 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 18:04:44,403 - lstmimpl - INFO - Probabilites for word sonne : {'people': 0.06802590722301935, 'ideas': 0.04417174888131173, 'coffee': 0.04300505548269261, 'eaten': 0.03744576513064039, 'else': 0.032532634821360935}
2018-12-09 18:04:44,403 - lstmimpl - INFO - English: i have no people enxp <eos> 

2018-12-09 18:04:44,404 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 18:04:44,437 - lstmimpl - INFO - Probabilites for word sein : {'you': 0.5209322023335928, 'us': 0.15622101278118464, 'him': 0.04878363091658804, 'tom': 0.041640269298706324, 'go': 0.028978393662998328}
2018-12-09 18:04:44,438 - lstmimpl - INFO - English: i can help you enxp <eos> 

2018-12-09 18:04:44,438 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 18:04:44,475 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9992790676497864, 'now': 3.8884592201881604e-05, 'you': 3.887104696681093e-05, 'here': 3.306722673090087e-05, 'it': 2.8696658363791687e-05}
2018-12-09 18:04:44,476 - lstmimpl - INFO - English: this is weird enxp enxp <eos> 

2018-12-09 18:04:44,476 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 18:04:44,509 - lstmimpl - INFO - Probabilites for word weinen : {'it': 0.14074291651442075, 'that': 0.06712591903726577, 'us': 0.057764390813196245, 'them': 0.04697799311211844, 'french': 0.036191379061037636}
2018-12-09 18:04:44,510 - lstmimpl - INFO - English: tom will be it enxp <eos> 

2018-12-09 18:04:44,510 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 18:04:44,544 - lstmimpl - INFO - Probabilites for word vorbei : {'broken': 0.05638435207326591, 'tall': 0.0465012872724821, 'good': 0.038820978208516106, 'empty': 0.03203650701367878, 'red': 0.021450756558251825}
2018-12-09 18:04:44,545 - lstmimpl - INFO - English: the boy is broken enxp <eos> 

2018-12-09 18:04:44,545 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 18:04:44,579 - lstmimpl - INFO - Probabilites for word dexp : {'small': 0.027683290730373216, 'stolen': 0.02699802445160162, 'empty': 0.02525927989391185, 'right': 0.023040206691767567, 'silent': 0.02156858104507991}
2018-12-09 18:04:44,579 - lstmimpl - INFO - English: the boy was small enxp <eos> 

2018-12-09 18:04:44,580 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 18:04:44,613 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.807771872702429, 'happily': 0.01500255480515295, 'sweet': 0.005138389317358501, 'quickly': 0.0035419510326161366, 'disappeared': 0.003487542465532999}
2018-12-09 18:04:44,614 - lstmimpl - INFO - English: the clock ends enxp enxp <eos> 

2018-12-09 18:04:44,614 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 18:04:44,650 - lstmimpl - INFO - Probabilites for word aus : {'that': 0.19820719746233625, 'much': 0.08294950608773859, 'you': 0.048597579982387354, 'anything': 0.04300998806641762, 'them': 0.040110233030214854}
2018-12-09 18:04:44,651 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 18:04:44,651 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 18:04:44,685 - lstmimpl - INFO - Probabilites for word auf : {'busy': 0.08465456869729093, 'all': 0.07541452109619769, 'tall': 0.038538259976236965, 'brave': 0.03335923455506964, 'watching': 0.03281712921223287}
2018-12-09 18:04:44,685 - lstmimpl - INFO - English: tom is very busy enxp <eos> 

2018-12-09 18:04:44,686 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 18:04:44,719 - lstmimpl - INFO - Probabilites for word nicht : {'that': 0.14514158363368365, 'much': 0.11682113449640397, 'how': 0.05146798938620745, 'anything': 0.029042700360403618, 'you': 0.028107001351930623}
2018-12-09 18:04:44,720 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 18:04:44,720 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 18:04:44,754 - lstmimpl - INFO - Probabilites for word enttauscht : {'hungry': 0.1795385340187753, 'busy': 0.09954889416161285, 'surprised': 0.0511062656741367, 'happy': 0.046040481364588534, 'depressed': 0.043773009564671735}
2018-12-09 18:04:44,755 - lstmimpl - INFO - English: i am very hungry enxp <eos> 

2018-12-09 18:04:44,755 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 18:04:44,789 - lstmimpl - INFO - Probabilites for word hei : {'broken': 0.09208393620397382, 'good': 0.04648560525149743, 'tall': 0.040930361555809563, 'out': 0.025279816051484817, 'red': 0.020692618428109592}
2018-12-09 18:04:44,789 - lstmimpl - INFO - English: the boy is broken enxp <eos> 

2018-12-09 18:04:44,790 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 18:04:44,823 - lstmimpl - INFO - Probabilites for word dexp : {'careful': 0.03162773369560494, 'eaten': 0.031091608617261936, 'please': 0.021450906364420336, 'quickly': 0.019436648239582976, 'pictures': 0.015100148885912618}
2018-12-09 18:04:44,824 - lstmimpl - INFO - English: tom is marys careful enxp <eos> 

2018-12-09 18:08:35,308 - lstmimpl - INFO - Models saved successfully!
2018-12-09 18:08:35,782 - lstmimpl - INFO - Epoch: 4, Iteration: 20000, Encoder Loss: 14.499489920522706, Decoder Loss: 14.747616469814618, Learning Rate: 0.1
2018-12-09 18:08:35,784 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 18:08:35,785 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 18:08:35,820 - lstmimpl - INFO - Probabilites for word buch : {'republic': 0.10072046447283023, 'paintings': 0.06808476001509116, 'blanket': 0.03445066892169048, 'elevator': 0.03126494856146349, 'reward': 0.026673865491188886}
2018-12-09 18:08:35,820 - lstmimpl - INFO - English: where is the republic enxp <eos> 

2018-12-09 18:08:35,821 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 18:08:35,854 - lstmimpl - INFO - Probabilites for word helfen : {'that': 0.12145286352954435, 'this': 0.04354985931962669, 'it': 0.035633887513283204, 'wine': 0.02303416822580168, 'traveling': 0.02108708561862669}
2018-12-09 18:08:35,855 - lstmimpl - INFO - English: i dont like that enxp <eos> 

2018-12-09 18:08:35,855 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 18:08:35,892 - lstmimpl - INFO - Probabilites for word fahrrad : {'singer': 0.10097660655848377, 'daughters': 0.07547949102104176, 'dictionary': 0.04042568034245202, 'woman': 0.03819014846198686, 'dog': 0.022433571014646186}
2018-12-09 18:08:35,893 - lstmimpl - INFO - English: i have a singer enxp <eos> 

2018-12-09 18:08:35,893 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 18:08:35,927 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9982297166412817, 'romantic': 0.00023231791733399485, 'now': 0.00010835887792657838, 'too': 8.385174850707035e-05, 'near': 6.704619271461774e-05}
2018-12-09 18:08:35,928 - lstmimpl - INFO - English: he is obstinate enxp enxp <eos> 

2018-12-09 18:08:35,928 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 18:08:35,962 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9988702669958793, 'tom': 0.00016639257516752663, 'it': 9.42998379361235e-05, 'you': 6.165699361540541e-05, 'here': 5.717652316675759e-05}
2018-12-09 18:08:35,962 - lstmimpl - INFO - English: tom will wait enxp enxp <eos> 

2018-12-09 18:08:35,963 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 18:08:35,997 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9998981271940857, 'up': 1.5255883327398344e-05, 'hair': 1.2092419198002784e-05, 'now': 5.80535745588321e-06, 'patience': 4.867670893163988e-06}
2018-12-09 18:08:35,997 - lstmimpl - INFO - English: i have exhausted enxp enxp <eos> 

2018-12-09 18:08:35,998 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 18:08:36,031 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999806990531853, 'now': 3.1325407925681662e-06, 'hair': 1.1038399633836375e-06, 'noodles': 8.95506143044599e-07, 'fathers': 7.607890358115208e-07}
2018-12-09 18:08:36,032 - lstmimpl - INFO - English: i am exhausted enxp enxp <eos> 

2018-12-09 18:08:36,032 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 18:08:36,066 - lstmimpl - INFO - Probabilites for word sonne : {'money': 0.08848654201471537, 'brothers': 0.07731658229754142, 'ideas': 0.056917011221867056, 'wife': 0.03975079708068053, 'hair': 0.030971228380716205}
2018-12-09 18:08:36,067 - lstmimpl - INFO - English: i have no money enxp <eos> 

2018-12-09 18:08:36,067 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 18:08:36,101 - lstmimpl - INFO - Probabilites for word sein : {'me': 0.4916792069454679, 'enxp': 0.16487636708762138, 'it': 0.10419765037552148, 'him': 0.05678375548134439, 'tom': 0.05151727959108926}
2018-12-09 18:08:36,101 - lstmimpl - INFO - English: can you help me enxp <eos> 

2018-12-09 18:08:36,102 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 18:08:36,136 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999702463927719, 'together': 3.676663882192326e-06, 'now': 1.976675157663773e-06, 'dressed': 1.8281470839361064e-06, 'hungry': 7.633616462477518e-07}
2018-12-09 18:08:36,136 - lstmimpl - INFO - English: tom is obstinate enxp enxp <eos> 

2018-12-09 18:08:36,137 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 18:08:36,170 - lstmimpl - INFO - Probabilites for word weinen : {'it': 0.25672042429103903, 'me': 0.2000505858150344, 'tom': 0.12850802868221506, 'her': 0.05221345884925539, 'something': 0.04806555241093818}
2018-12-09 18:08:36,171 - lstmimpl - INFO - English: tom will wait it enxp <eos> 

2018-12-09 18:08:36,172 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 18:08:36,205 - lstmimpl - INFO - Probabilites for word vorbei : {'angry': 0.09344583328958928, 'incorrect': 0.05541975412305394, 'warm': 0.0460393382953847, 'offlimits': 0.04560327713539502, 'mine': 0.03148032182363272}
2018-12-09 18:08:36,206 - lstmimpl - INFO - English: this book is angry enxp <eos> 

2018-12-09 18:08:36,206 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 18:08:36,240 - lstmimpl - INFO - Probabilites for word dexp : {'thirsty': 0.1881103523949741, 'angry': 0.05701508125921877, 'tall': 0.038306630944075826, 'red': 0.031195193459315856, 'true': 0.026382697912734752}
2018-12-09 18:08:36,241 - lstmimpl - INFO - English: the boy is thirsty enxp <eos> 

2018-12-09 18:08:36,241 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 18:08:36,274 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9993800296591424, 'sweet': 0.00014986588529481836, 'tom': 0.00010440050214736347, 'stink': 2.24736826322286e-05, 'it': 1.591071606037346e-05}
2018-12-09 18:08:36,275 - lstmimpl - INFO - English: the story sews enxp enxp <eos> 

2018-12-09 18:08:36,276 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 18:08:36,309 - lstmimpl - INFO - Probabilites for word aus : {'him': 0.2741039560590677, 'as': 0.09581303438256264, 'it': 0.07182939843187855, 'jealous': 0.046619888993555784, 'tom': 0.045112416017254485}
2018-12-09 18:08:36,310 - lstmimpl - INFO - English: i dont hate him enxp <eos> 

2018-12-09 18:08:36,310 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 18:08:36,348 - lstmimpl - INFO - Probabilites for word auf : {'hair': 0.0979833490721093, 'head': 0.05853887027637466, 'cool': 0.0426185330565543, 'children': 0.034285575288402925, 'hands': 0.029072919243058607}
2018-12-09 18:08:36,349 - lstmimpl - INFO - English: he likes his hair enxp <eos> 

2018-12-09 18:08:36,349 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 18:08:36,386 - lstmimpl - INFO - Probabilites for word nicht : {'jealous': 0.14489955962935008, 'chinese': 0.05803294706802436, 'it': 0.0328899965622947, 'that': 0.03177712607697652, 'this': 0.028965939097314278}
2018-12-09 18:08:36,386 - lstmimpl - INFO - English: i dont drink jealous enxp <eos> 

2018-12-09 18:08:36,387 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 18:08:36,421 - lstmimpl - INFO - Probabilites for word enttauscht : {'wonderful': 0.19810789292157968, 'enxp': 0.07651168163371548, 'hungry': 0.0643317109752656, 'japanese': 0.06022051979708838, 'brothers': 0.03659254208401352}
2018-12-09 18:08:36,421 - lstmimpl - INFO - English: i am not wonderful enxp <eos> 

2018-12-09 18:08:36,422 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 18:08:36,455 - lstmimpl - INFO - Probabilites for word hei : {'thirsty': 0.08144699539586174, 'clean': 0.03447406386779801, 'tall': 0.029491799544658664, 'dirty': 0.02674182799074744, 'broken': 0.0255380653766005}
2018-12-09 18:08:36,456 - lstmimpl - INFO - English: the boy is thirsty enxp <eos> 

2018-12-09 18:08:36,456 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 18:08:36,490 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9979591972788839, 'noodles': 0.0003339389023654842, 'now': 0.00026339736360849646, 'sentences': 9.968382467975214e-05, 'hair': 8.216970190810238e-05}
2018-12-09 18:08:36,490 - lstmimpl - INFO - English: i am exhausted enxp enxp <eos> 

2018-12-09 18:12:34,690 - lstmimpl - INFO - Epoch: 4, Iteration: 20500, Encoder Loss: 8.481758978609193, Decoder Loss: 9.966778086128404, Learning Rate: 0.1
2018-12-09 18:12:34,691 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 18:12:34,692 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 18:12:34,726 - lstmimpl - INFO - Probabilites for word buch : {'dream': 0.14712893999478782, 'woman': 0.10755830118565816, 'dog': 0.04367396056600604, 'book': 0.03255646175475829, 'dictionary': 0.03158258167886521}
2018-12-09 18:12:34,727 - lstmimpl - INFO - English: i have a dream enxp <eos> 

2018-12-09 18:12:34,727 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 18:12:34,761 - lstmimpl - INFO - Probabilites for word helfen : {'yours': 0.21393884125123996, 'delicious': 0.10327781273070469, 'that': 0.06655300856175969, 'hers': 0.0628033635706839, 'difficult': 0.05598539206909331}
2018-12-09 18:12:34,762 - lstmimpl - INFO - English: this book is yours enxp <eos> 

2018-12-09 18:12:34,762 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 18:12:34,796 - lstmimpl - INFO - Probabilites for word fahrrad : {'dream': 0.15052500206127503, 'woman': 0.12621166747584675, 'dog': 0.038425495851880945, 'dictionary': 0.03839052979376742, 'job': 0.025333256001273438}
2018-12-09 18:12:34,796 - lstmimpl - INFO - English: i have a dream enxp <eos> 

2018-12-09 18:12:34,797 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 18:12:34,830 - lstmimpl - INFO - Probabilites for word dexp : {'hardworking': 0.6216339223540577, 'nuts': 0.04746354931174129, 'forty': 0.03622980944985482, 'dexterous': 0.023780064010207155, 'clever': 0.011923675673255588}
2018-12-09 18:12:34,831 - lstmimpl - INFO - English: he is very hardworking enxp <eos> 

2018-12-09 18:12:34,831 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 18:12:34,865 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9995366349830404, 'me': 9.377527737901753e-05, 'you': 8.405903114229934e-05, 'dead': 3.821940348536887e-05, 'it': 3.1516831276430925e-05}
2018-12-09 18:12:34,865 - lstmimpl - INFO - English: tom will fail enxp enxp <eos> 

2018-12-09 18:12:34,866 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 18:12:34,900 - lstmimpl - INFO - Probabilites for word dexp : {'hardworking': 0.6337608074276445, 'dexterous': 0.03259546379105145, 'very': 0.019364035020089695, 'too': 0.019073340739047137, 'old': 0.018893447689116914}
2018-12-09 18:12:34,900 - lstmimpl - INFO - English: she is very hardworking enxp <eos> 

2018-12-09 18:12:34,901 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 18:12:34,934 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9998087842011264, 'now': 2.853563750711608e-05, 'time': 1.638757307230048e-05, 'dressed': 1.619462422972981e-05, 'book': 8.5602108571806e-06}
2018-12-09 18:12:34,935 - lstmimpl - INFO - English: i am thirsty enxp enxp <eos> 

2018-12-09 18:12:34,935 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 18:12:34,972 - lstmimpl - INFO - Probabilites for word sonne : {'dream': 0.1727110925909929, 'woman': 0.07134663677105785, 'foreigner': 0.062107847043265406, 'dog': 0.05157133177021676, 'shortcut': 0.04169139979241282}
2018-12-09 18:12:34,973 - lstmimpl - INFO - English: i have a dream enxp <eos> 

2018-12-09 18:12:34,973 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 18:12:35,007 - lstmimpl - INFO - Probabilites for word sein : {'changing': 0.22224843988087226, 'improving': 0.07554953114252187, 'hers': 0.035876121377869885, 'delicious': 0.02908769910900801, 'sascha': 0.028641974315224174}
2018-12-09 18:12:35,007 - lstmimpl - INFO - English: the climate is changing enxp <eos> 

2018-12-09 18:12:35,008 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 18:12:35,041 - lstmimpl - INFO - Probabilites for word dexp : {'hardworking': 0.5885257346002022, 'dexterous': 0.0396125173234287, 'nuts': 0.03512421820771353, 'forty': 0.018761570771788885, 'expensive': 0.016573619745026903}
2018-12-09 18:12:35,042 - lstmimpl - INFO - English: tom is very hardworking enxp <eos> 

2018-12-09 18:12:35,043 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 18:12:35,076 - lstmimpl - INFO - Probabilites for word weinen : {'enxp': 0.8681414499518189, 'mary': 0.04074691371274897, 'well': 0.020602739635863235, 'out': 0.004803174768414355, 'now': 0.0043503871810368555}
2018-12-09 18:12:35,077 - lstmimpl - INFO - English: tom understands french enxp enxp <eos> 

2018-12-09 18:12:35,077 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 18:12:35,111 - lstmimpl - INFO - Probabilites for word vorbei : {'doctor': 0.6274336783605766, 'joke': 0.025028822810749737, 'lot': 0.01804599298305723, 'subject': 0.017217170385624404, 'map': 0.014032865059032016}
2018-12-09 18:12:35,111 - lstmimpl - INFO - English: the fathers a doctor enxp <eos> 

2018-12-09 18:12:35,112 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 18:12:35,147 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9988333759714599, 'now': 0.0001193774153349766, 'together': 0.00011374334522641467, 'away': 8.083043527189941e-05, 'something': 6.850090102381688e-05}
2018-12-09 18:12:35,148 - lstmimpl - INFO - English: you should go enxp enxp <eos> 

2018-12-09 18:12:35,148 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 18:12:35,181 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9940878392353285, 'together': 0.00041722288960528535, '<eos>': 0.0002099799589990685, 'tom': 0.00019436878024099393, 'czech': 0.0001881556609943254}
2018-12-09 18:12:35,182 - lstmimpl - INFO - English: the professor enxp enxp enxp <eos> 

2018-12-09 18:12:35,183 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 18:12:35,216 - lstmimpl - INFO - Probabilites for word aus : {'enxp': 0.8063557707639537, 'out': 0.0153477590530342, 'well': 0.014260035131711918, 'too': 0.010209673605367347, 'mary': 0.008506722005688467}
2018-12-09 18:12:35,217 - lstmimpl - INFO - English: she likes french enxp enxp <eos> 

2018-12-09 18:12:35,217 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 18:12:35,251 - lstmimpl - INFO - Probabilites for word auf : {'grandfather': 0.17479232950379914, 'neighbor': 0.10133896113121445, 'conferences': 0.06992622120303182, 'machines': 0.06752067211501915, 'pictures': 0.04295375016549665}
2018-12-09 18:12:35,252 - lstmimpl - INFO - English: tom likes marys grandfather enxp <eos> 

2018-12-09 18:12:35,252 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 18:12:35,285 - lstmimpl - INFO - Probabilites for word nicht : {'that': 0.6131854394102279, 'it': 0.2343743042382649, 'this': 0.034719085942264534, 'anything': 0.02978394393990821, 'them': 0.021021555103129152}
2018-12-09 18:12:35,286 - lstmimpl - INFO - English: i dont need that enxp <eos> 

2018-12-09 18:12:35,286 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 18:12:35,320 - lstmimpl - INFO - Probabilites for word enttauscht : {'hardworking': 0.13524220135369677, 'hungry': 0.07351016112219634, 'cheap': 0.05552474064729, 'married': 0.04556047530126575, 'delicious': 0.042546775181434834}
2018-12-09 18:12:35,321 - lstmimpl - INFO - English: i am very hardworking enxp <eos> 

2018-12-09 18:12:35,321 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 18:12:35,358 - lstmimpl - INFO - Probabilites for word hei : {'thirsty': 0.08062160312006897, 'hers': 0.06947353428170631, 'weak': 0.04187529343208187, 'brown': 0.040866452856338276, 'sascha': 0.03655461573895128}
2018-12-09 18:12:35,359 - lstmimpl - INFO - English: the car is thirsty enxp <eos> 

2018-12-09 18:12:35,359 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 18:12:35,393 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9998847356226735, 'now': 2.4641185632538936e-05, 'time': 8.671544794227955e-06, 'machines': 6.121639423289872e-06, 'dead': 4.104743269373887e-06}
2018-12-09 18:12:35,394 - lstmimpl - INFO - English: i am thirsty enxp enxp <eos> 

2018-12-09 18:16:38,772 - lstmimpl - INFO - Epoch: 4, Iteration: 21000, Encoder Loss: 16.26854710016349, Decoder Loss: 11.031891823662987, Learning Rate: 0.1
2018-12-09 18:16:38,773 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 18:16:38,774 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 18:16:38,808 - lstmimpl - INFO - Probabilites for word buch : {'dictionary': 0.13890377333609427, 'beer': 0.1059024636101292, 'beard': 0.05957482043344586, 'liar': 0.041957159214872676, 'doctor': 0.03659690739507395}
2018-12-09 18:16:38,809 - lstmimpl - INFO - English: i have a dictionary enxp <eos> 

2018-12-09 18:16:38,809 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 18:16:38,843 - lstmimpl - INFO - Probabilites for word helfen : {'broken': 0.06476566323542943, 'airconditioned': 0.05083969513475355, 'fast': 0.036072064686125956, 'genuine': 0.03360955809830282, 'unbearable': 0.032580131522972955}
2018-12-09 18:16:38,843 - lstmimpl - INFO - English: this book is broken enxp <eos> 

2018-12-09 18:16:38,844 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 18:16:38,877 - lstmimpl - INFO - Probabilites for word fahrrad : {'dictionary': 0.1291389843818631, 'beer': 0.10658424531841602, 'beard': 0.06597042195243616, 'doctor': 0.0402058161337294, 'liar': 0.039641708150224005}
2018-12-09 18:16:38,878 - lstmimpl - INFO - English: i have a dictionary enxp <eos> 

2018-12-09 18:16:38,878 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 18:16:38,912 - lstmimpl - INFO - Probabilites for word dexp : {'stubborn': 0.08821987100426963, 'tall': 0.07555715382292984, 'hard': 0.06795481472621973, 'happy': 0.05537428342108331, 'japanese': 0.053759751520532625}
2018-12-09 18:16:38,913 - lstmimpl - INFO - English: tom is very stubborn enxp <eos> 

2018-12-09 18:16:38,913 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 18:16:38,950 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9573135703204089, 'mary': 0.005961806974818875, 'you': 0.004572906367167771, 'me': 0.0027870129149731404, 'together': 0.002466253247601252}
2018-12-09 18:16:38,951 - lstmimpl - INFO - English: tom waited nervously enxp enxp <eos> 

2018-12-09 18:16:38,951 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 18:16:38,985 - lstmimpl - INFO - Probabilites for word dexp : {'doctor': 0.17384470583304842, 'wunderkind': 0.0712640041602258, 'cold': 0.07030404508606064, 'lot': 0.03577308856140703, 'beard': 0.03273922785156334}
2018-12-09 18:16:38,986 - lstmimpl - INFO - English: this is a doctor enxp <eos> 

2018-12-09 18:16:38,986 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 18:16:39,020 - lstmimpl - INFO - Probabilites for word dexp : {'norway': 0.587954764221403, 'kidding': 0.03227296656898037, 'japanese': 0.025359955142053702, 'hungry': 0.022484695343314983, 'stomachache': 0.018387187813633528}
2018-12-09 18:16:39,020 - lstmimpl - INFO - English: i am from norway enxp <eos> 

2018-12-09 18:16:39,021 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 18:16:39,054 - lstmimpl - INFO - Probabilites for word sonne : {'stomachache': 0.12358664107666563, 'dictionary': 0.10154358500666408, 'message': 0.042749399173871584, 'beard': 0.042647311221686766, 'wunderkind': 0.03446360981289069}
2018-12-09 18:16:39,055 - lstmimpl - INFO - English: i have a stomachache enxp <eos> 

2018-12-09 18:16:39,055 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 18:16:39,089 - lstmimpl - INFO - Probabilites for word sein : {'be': 0.12882671913139304, 'help': 0.09300109105845684, 'do': 0.0835902335849997, 'suggest': 0.06549389636592991, 'go': 0.05259922019609994}
2018-12-09 18:16:39,090 - lstmimpl - INFO - English: what can you be enxp <eos> 

2018-12-09 18:16:39,090 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 18:16:39,124 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9995363326895624, 'together': 5.230007787942908e-05, 'now': 4.846205427919156e-05, 'me': 3.8109272321329695e-05, 'alone': 2.7341901097632883e-05}
2018-12-09 18:16:39,124 - lstmimpl - INFO - English: tom is stubborn enxp enxp <eos> 

2018-12-09 18:16:39,125 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 18:16:39,161 - lstmimpl - INFO - Probabilites for word weinen : {'mary': 0.16243833242257436, 'enxp': 0.11427444667832637, 'me': 0.0979371967086042, 'you': 0.07424103867445236, 'fast': 0.04879740713329625}
2018-12-09 18:16:39,162 - lstmimpl - INFO - English: tom waited brunettes mary enxp <eos> 

2018-12-09 18:16:39,162 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 18:16:39,196 - lstmimpl - INFO - Probabilites for word vorbei : {'reasonable': 0.07811376089608472, 'genuine': 0.07639160588308745, 'fast': 0.04823078239682248, 'angry': 0.04275278176360184, 'rough': 0.03915181172064213}
2018-12-09 18:16:39,196 - lstmimpl - INFO - English: the cat is reasonable enxp <eos> 

2018-12-09 18:16:39,197 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 18:16:39,230 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9915625654247365, 'japanese': 0.0002621598675297544, 'nobody': 0.00022782476992483955, 'here': 0.00019631415846965017, 'busy': 0.00013909876303238282}
2018-12-09 18:16:39,231 - lstmimpl - INFO - English: what are you enxp enxp <eos> 

2018-12-09 18:16:39,231 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 18:16:39,265 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.992616788813305, 'smelled': 0.0006663950568294829, 'smiled': 0.00035706880554706497, 'lowered': 0.00025847092961307967, 'tom': 0.0002410724020083119}
2018-12-09 18:16:39,266 - lstmimpl - INFO - English: the fart smelled enxp enxp <eos> 

2018-12-09 18:16:39,266 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 18:16:39,300 - lstmimpl - INFO - Probabilites for word aus : {'that': 0.3388903953678086, 'it': 0.11845992370837956, 'tom': 0.09246673662912346, 'him': 0.07911078247099387, 'anything': 0.03939156767252417}
2018-12-09 18:16:39,300 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 18:16:39,301 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 18:16:39,334 - lstmimpl - INFO - Probabilites for word auf : {'cameras': 0.5879751735918977, 'eyes': 0.03388445827846514, 'cars': 0.03198720461402441, 'begun': 0.029482475762840604, 'culture': 0.027510560753577804}
2018-12-09 18:16:39,335 - lstmimpl - INFO - English: tom has three cameras enxp <eos> 

2018-12-09 18:16:39,335 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 18:16:39,374 - lstmimpl - INFO - Probabilites for word nicht : {'it': 0.3703620239794764, 'that': 0.34874136178579923, 'tom': 0.08759031735994904, 'this': 0.0438343626859942, 'him': 0.031180267647968815}
2018-12-09 18:16:39,374 - lstmimpl - INFO - English: i dont know it enxp <eos> 

2018-12-09 18:16:39,375 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 18:16:39,408 - lstmimpl - INFO - Probabilites for word enttauscht : {'doctor': 0.08268251721656229, 'stomachache': 0.08119068382507627, 'norway': 0.0644310450707866, 'wunderkind': 0.06257551520941027, 'whore': 0.05740686882406417}
2018-12-09 18:16:39,409 - lstmimpl - INFO - English: i am a doctor enxp <eos> 

2018-12-09 18:16:39,409 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 18:16:39,443 - lstmimpl - INFO - Probabilites for word hei : {'fast': 0.1960010504254991, 'genuine': 0.0827251070362324, 'good': 0.06732932272699105, 'in': 0.04449948547672582, 'angry': 0.03807963643624054}
2018-12-09 18:16:39,447 - lstmimpl - INFO - English: the car is fast enxp <eos> 

2018-12-09 18:16:39,447 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 18:16:39,481 - lstmimpl - INFO - Probabilites for word dexp : {'it': 0.43913826512333354, 'you': 0.2242853519806077, 'tom': 0.13164139975147768, 'that': 0.08818658172924088, 'him': 0.03387709710947957}
2018-12-09 18:16:39,482 - lstmimpl - INFO - English: i can do it enxp <eos> 

2018-12-09 18:20:32,335 - lstmimpl - INFO - Epoch: 4, Iteration: 21500, Encoder Loss: 10.310095221936898, Decoder Loss: 12.021987615617343, Learning Rate: 0.1
2018-12-09 18:20:32,337 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 18:20:32,338 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 18:20:32,400 - lstmimpl - INFO - Probabilites for word buch : {'car': 0.09610048473271388, 'daughters': 0.09288204788173002, 'beard': 0.05718301238553056, 'misanthrope': 0.0551275076891348, 'dog': 0.046045097741382254}
2018-12-09 18:20:32,401 - lstmimpl - INFO - English: i have a car enxp <eos> 

2018-12-09 18:20:32,401 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 18:20:32,435 - lstmimpl - INFO - Probabilites for word helfen : {'delicious': 0.17159614295027073, 'rough': 0.08997525880501635, 'browncolored': 0.07741908261055803, 'broken': 0.05146572092284662, 'expensive': 0.03817739081087548}
2018-12-09 18:20:32,436 - lstmimpl - INFO - English: this book is delicious enxp <eos> 

2018-12-09 18:20:32,436 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 18:20:32,470 - lstmimpl - INFO - Probabilites for word fahrrad : {'car': 0.11820365465328976, 'daughters': 0.07551482233024781, 'misanthrope': 0.06663177703019037, 'beard': 0.06511259533647674, 'dog': 0.04216223126782575}
2018-12-09 18:20:32,470 - lstmimpl - INFO - English: i have a car enxp <eos> 

2018-12-09 18:20:32,471 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 18:20:32,504 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.2149358491276506, 'coldhearted': 0.1128211404673573, 'together': 0.08369132304420869, 'old': 0.027805886748259564, 'handsome': 0.024814348451234782}
2018-12-09 18:20:32,505 - lstmimpl - INFO - English: tom is always enxp enxp <eos> 

2018-12-09 18:20:32,505 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 18:20:32,539 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9987459697156102, 'together': 0.00010531272082112291, 'now': 9.746431760884454e-05, 'alone': 8.856758901358138e-05, 'out': 6.369214128460036e-05}
2018-12-09 18:20:32,540 - lstmimpl - INFO - English: dont laugh me enxp enxp <eos> 

2018-12-09 18:20:32,540 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 18:20:32,574 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9998579639744309, 'now': 2.843849070185659e-05, 'together': 2.2666939440240568e-05, 'up': 1.9830805435313756e-05, 'hair': 5.502284713767988e-06}
2018-12-09 18:20:32,574 - lstmimpl - INFO - English: i have hungry enxp enxp <eos> 

2018-12-09 18:20:32,575 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 18:20:32,610 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9759829605078187, 'together': 0.006054860074303742, 'hungry': 0.0009722068012756613, 'now': 0.0009284505078080278, 'handsome': 0.0007993935684816385}
2018-12-09 18:20:32,610 - lstmimpl - INFO - English: tom is old enxp enxp <eos> 

2018-12-09 18:20:32,611 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 18:20:32,646 - lstmimpl - INFO - Probabilites for word sonne : {'chinese': 0.14934096233323485, 'that': 0.08189795551308651, 'german': 0.07554411344808708, 'alcohol': 0.07098259470066172, 'drink': 0.03843940980680986}
2018-12-09 18:20:32,647 - lstmimpl - INFO - English: i dont drink chinese enxp <eos> 

2018-12-09 18:20:32,647 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 18:20:32,681 - lstmimpl - INFO - Probabilites for word sein : {'that': 0.29888514417322076, 'it': 0.1334701904995509, 'us': 0.11674765656259532, 'him': 0.08727002818439178, 'you': 0.07568016068092161}
2018-12-09 18:20:32,681 - lstmimpl - INFO - English: did i see that enxp <eos> 

2018-12-09 18:20:32,682 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 18:20:32,716 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9955530363258495, 'together': 0.0011640653255488268, 'now': 0.0001800874640087815, 'old': 0.00017372563077291703, 'hungry': 0.00010181274305482196}
2018-12-09 18:20:32,717 - lstmimpl - INFO - English: tom is old enxp enxp <eos> 

2018-12-09 18:20:32,718 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 18:20:32,751 - lstmimpl - INFO - Probabilites for word weinen : {'father': 0.08924988161947967, 'handsome': 0.06700566483750779, 'grandfather': 0.050324382452662304, 'wrong': 0.03916267991258321, 'confused': 0.021800226854703387}
2018-12-09 18:20:32,752 - lstmimpl - INFO - English: tom is marys father enxp <eos> 

2018-12-09 18:20:32,752 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 18:20:32,786 - lstmimpl - INFO - Probabilites for word vorbei : {'chair': 0.321352262117283, 'chained': 0.15991833037130893, 'sour': 0.047996119583531005, 'manufacture': 0.02716653123799817, 'furiously': 0.024334568352971344}
2018-12-09 18:20:32,787 - lstmimpl - INFO - English: this is kenjis chair enxp <eos> 

2018-12-09 18:20:32,787 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 18:20:32,821 - lstmimpl - INFO - Probabilites for word dexp : {'help': 0.12242046553049447, 'go': 0.06563988698906391, 'later': 0.053048009384625526, 'be': 0.05205370492950342, 'drink': 0.04927972307350155}
2018-12-09 18:20:32,821 - lstmimpl - INFO - English: how can you help enxp <eos> 

2018-12-09 18:20:32,822 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 18:20:32,859 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9991808693060049, 'tom': 7.006481498896207e-05, 'smelled': 4.947080415635431e-05, 'lowered': 3.939067376511784e-05, 'smiled': 2.8002942822324384e-05}
2018-12-09 18:20:32,859 - lstmimpl - INFO - English: the mothers sew enxp enxp <eos> 

2018-12-09 18:20:32,860 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 18:20:32,893 - lstmimpl - INFO - Probabilites for word aus : {'wrong': 0.08413877413374227, 'confused': 0.04598196123053746, 'crying': 0.0295033802206645, 'neighbor': 0.021572418047215988, 'chauffeur': 0.018376006269062065}
2018-12-09 18:20:32,894 - lstmimpl - INFO - English: tom is marys wrong enxp <eos> 

2018-12-09 18:20:32,894 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 18:20:32,928 - lstmimpl - INFO - Probabilites for word auf : {'father': 0.14090759665767838, 'grandfather': 0.0835435736612912, 'wrong': 0.06755395455803943, 'handsome': 0.02441945076200635, 'egypt': 0.023728841816834698}
2018-12-09 18:20:32,929 - lstmimpl - INFO - English: tom is marys father enxp <eos> 

2018-12-09 18:20:32,929 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 18:20:32,963 - lstmimpl - INFO - Probabilites for word nicht : {'that': 0.295384224819104, 'chinese': 0.08597462156382402, 'it': 0.057193061971872516, 'this': 0.05164819937197248, 'alcohol': 0.036392196629445005}
2018-12-09 18:20:32,964 - lstmimpl - INFO - English: i dont drink that enxp <eos> 

2018-12-09 18:20:32,964 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 18:20:32,998 - lstmimpl - INFO - Probabilites for word enttauscht : {'handsome': 0.19587445109200924, 'hungry': 0.1817217562264336, 'cold': 0.06488488909153929, 'delicious': 0.04627413727789532, 'happy': 0.04436132367751282}
2018-12-09 18:20:32,998 - lstmimpl - INFO - English: i am very handsome enxp <eos> 

2018-12-09 18:20:32,999 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 18:20:33,032 - lstmimpl - INFO - Probabilites for word hei : {'rough': 0.24220772678528382, 'upstairs': 0.0816090405655249, 'contaminated': 0.0502631742355396, 'angry': 0.04096342113618551, 'small': 0.03495913872013755}
2018-12-09 18:20:33,033 - lstmimpl - INFO - English: the cat is rough enxp <eos> 

2018-12-09 18:20:33,033 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 18:20:33,067 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9997303633466881, 'together': 0.00017334140502932798, 'now': 1.9466384748248004e-05, 'here': 6.5295945763806066e-06, 'tom': 5.710917289041529e-06}
2018-12-09 18:20:33,068 - lstmimpl - INFO - English: tom is prejudiced enxp enxp <eos> 

2018-12-09 18:24:25,797 - lstmimpl - INFO - Epoch: 4, Iteration: 22000, Encoder Loss: 5.424233735754129, Decoder Loss: 9.420183794174642, Learning Rate: 0.1
2018-12-09 18:24:25,798 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 18:24:25,799 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 18:24:25,837 - lstmimpl - INFO - Probabilites for word buch : {'hotel': 0.051899386389960576, 'cold': 0.04980508884979845, 'car': 0.045616193852185336, 'dog': 0.04294795792832448, 'receipt': 0.041550051187355316}
2018-12-09 18:24:25,837 - lstmimpl - INFO - English: i have a hotel enxp <eos> 

2018-12-09 18:24:25,838 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 18:24:25,871 - lstmimpl - INFO - Probabilites for word helfen : {'that': 0.16855373521969622, 'it': 0.15899983249589503, 'wine': 0.08988763452940807, 'ken': 0.06895240495409936, 'this': 0.05279927802936455}
2018-12-09 18:24:25,872 - lstmimpl - INFO - English: i dont need that enxp <eos> 

2018-12-09 18:24:25,872 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 18:24:25,906 - lstmimpl - INFO - Probabilites for word fahrrad : {'hotel': 0.05742658845736035, 'llama': 0.05421591177857484, 'cold': 0.04336036967042901, 'dog': 0.03897108450138182, 'car': 0.036334020464973193}
2018-12-09 18:24:25,907 - lstmimpl - INFO - English: i have a hotel enxp <eos> 

2018-12-09 18:24:25,907 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 18:24:25,941 - lstmimpl - INFO - Probabilites for word dexp : {'drunk': 0.11768371622249621, 'humble': 0.08198538819092463, 'hardworking': 0.07887107406615208, 'there': 0.07077765023442727, 'dangerous': 0.06398299155848618}
2018-12-09 18:24:25,941 - lstmimpl - INFO - English: tom is very drunk enxp <eos> 

2018-12-09 18:24:25,942 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 18:24:25,975 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.999957541796722, 'tom': 1.2180383999039013e-05, 'here': 8.783589989088695e-06, 'up': 2.763694441747725e-06, 'now': 1.8225414419194907e-06}
2018-12-09 18:24:25,976 - lstmimpl - INFO - English: i like cattle enxp enxp <eos> 

2018-12-09 18:24:25,976 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 18:24:26,010 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.5179527360169573, 'here': 0.09714168126920164, 'friends': 0.05694309649240727, 'there': 0.054643236619541354, 'potential': 0.03829540379148918}
2018-12-09 18:24:26,011 - lstmimpl - INFO - English: i have few enxp enxp <eos> 

2018-12-09 18:24:26,011 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 18:24:26,045 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999799150894134, 'there': 2.829473195782256e-06, 'here': 1.1985039574546256e-06, 'together': 1.1352487808487044e-06, 'now': 9.887765681820482e-07}
2018-12-09 18:24:26,045 - lstmimpl - INFO - English: i am julius enxp enxp <eos> 

2018-12-09 18:24:26,046 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 18:24:26,106 - lstmimpl - INFO - Probabilites for word sonne : {'wine': 0.12863175628663212, 'computers': 0.07914767288206818, 'surprises': 0.05622452806776764, 'we': 0.053225167767978865, 'kids': 0.03842586573753227}
2018-12-09 18:24:26,107 - lstmimpl - INFO - English: i dont like wine enxp <eos> 

2018-12-09 18:24:26,108 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 18:24:26,166 - lstmimpl - INFO - Probabilites for word sein : {'leave': 0.11960773774896918, 'do': 0.11808889957387594, 'can': 0.0638816560881433, 'are': 0.05807185406673547, 'see': 0.05642610273909825}
2018-12-09 18:24:26,167 - lstmimpl - INFO - English: what will we leave enxp <eos> 

2018-12-09 18:24:26,167 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 18:24:26,222 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9998602029080282, 'there': 2.801633049890913e-05, 'together': 1.544284784564372e-05, 'meat': 8.097900061334925e-06, 'shooting': 7.2781070440594375e-06}
2018-12-09 18:24:26,222 - lstmimpl - INFO - English: i am julius enxp enxp <eos> 

2018-12-09 18:24:26,223 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 18:24:26,256 - lstmimpl - INFO - Probabilites for word weinen : {'enxp': 0.9890448093504083, 'mary': 0.0023227840067677236, 'here': 0.0011127380895962673, 'tom': 0.0006620546151292417, 'die': 0.00048765871081478916}
2018-12-09 18:24:26,257 - lstmimpl - INFO - English: tom saw me enxp enxp <eos> 

2018-12-09 18:24:26,257 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 18:24:26,291 - lstmimpl - INFO - Probabilites for word vorbei : {'sweet': 0.7834893752965737, 'comfortable': 0.03690752778201444, 'cheerful': 0.007880979457499115, 'rejected': 0.007876937099733248, 'consumes': 0.007196824143220956}
2018-12-09 18:24:26,291 - lstmimpl - INFO - English: this apple is sweet enxp <eos> 

2018-12-09 18:24:26,292 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 18:24:26,329 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9998682784976066, 'together': 2.752544551986903e-05, 'tom': 1.1956921996712988e-05, 'meat': 7.474163120283869e-06, 'now': 5.159433290019808e-06}
2018-12-09 18:24:26,330 - lstmimpl - INFO - English: i like kids enxp enxp <eos> 

2018-12-09 18:24:26,330 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 18:24:26,368 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9998938284678841, 'tom': 1.4466566548670244e-05, 'here': 6.3991437679304304e-06, 'tomorrow': 6.314753336511307e-06, 'teaches': 5.4507118032500466e-06}
2018-12-09 18:24:26,369 - lstmimpl - INFO - English: the butterfly flutters enxp enxp <eos> 

2018-12-09 18:24:26,369 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 18:24:26,403 - lstmimpl - INFO - Probabilites for word aus : {'wine': 0.22312254626369538, 'surprises': 0.17426307487848527, 'computers': 0.06978070351914689, 'ken': 0.033695414162938794, 'liars': 0.02402909490428728}
2018-12-09 18:24:26,404 - lstmimpl - INFO - English: i dont like wine enxp <eos> 

2018-12-09 18:24:26,404 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 18:24:26,438 - lstmimpl - INFO - Probabilites for word auf : {'enxp': 0.9212908935809482, 'tom': 0.02631691427707378, 'it': 0.010393360974135814, 'me': 0.010143416743074889, 'there': 0.0084069006804486}
2018-12-09 18:24:26,439 - lstmimpl - INFO - English: tom will fail enxp enxp <eos> 

2018-12-09 18:24:26,439 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 18:24:26,473 - lstmimpl - INFO - Probabilites for word nicht : {'it': 0.2873590802124325, 'him': 0.16118870428529342, 'tom': 0.13214060287769264, 'this': 0.059780564258332974, 'me': 0.04655993930741571}
2018-12-09 18:24:26,473 - lstmimpl - INFO - English: i dont believe it enxp <eos> 

2018-12-09 18:24:26,474 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 18:24:26,507 - lstmimpl - INFO - Probabilites for word enttauscht : {'dangerous': 0.3240944815281493, 'pretty': 0.05448373834090983, 'hungry': 0.04783289185914642, 'there': 0.042536520745887395, 'pleased': 0.03303605956719593}
2018-12-09 18:24:26,508 - lstmimpl - INFO - English: i am very dangerous enxp <eos> 

2018-12-09 18:24:26,508 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 18:24:26,542 - lstmimpl - INFO - Probabilites for word hei : {'fast': 0.29415646870003265, 'unconscious': 0.040418819357514416, 'comfortable': 0.04016692806271079, 'beautiful': 0.033238235656348925, 'unorthodox': 0.029147058307279518}
2018-12-09 18:24:26,543 - lstmimpl - INFO - English: the pulse is fast enxp <eos> 

2018-12-09 18:24:26,543 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 18:24:26,577 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.999932146506658, 'together': 1.717516420035671e-05, 'there': 1.4067331634826293e-05, 'now': 3.863888458004929e-06, 'tom': 2.4196059538396722e-06}
2018-12-09 18:24:26,577 - lstmimpl - INFO - English: i am julius enxp enxp <eos> 

2018-12-09 18:28:18,486 - lstmimpl - INFO - Epoch: 4, Iteration: 22500, Encoder Loss: 9.889883849964086, Decoder Loss: 14.509160532900989, Learning Rate: 0.1
2018-12-09 18:28:18,487 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 18:28:18,488 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 18:28:18,523 - lstmimpl - INFO - Probabilites for word buch : {'receipt': 0.19453691101438877, 'date': 0.0656000713319649, 'dog': 0.056341422785086796, 'poet': 0.035414039167803224, 'car': 0.03148203855876491}
2018-12-09 18:28:18,524 - lstmimpl - INFO - English: i have a receipt enxp <eos> 

2018-12-09 18:28:18,524 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 18:28:18,558 - lstmimpl - INFO - Probabilites for word helfen : {'this': 0.1491390069424692, 'anymore': 0.12197615781549109, 'surprises': 0.0754863972453927, 'sweet': 0.03852945330468846, 'doctors': 0.036295471082805154}
2018-12-09 18:28:18,559 - lstmimpl - INFO - English: i dont like this enxp <eos> 

2018-12-09 18:28:18,559 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 18:28:18,593 - lstmimpl - INFO - Probabilites for word fahrrad : {'receipt': 0.1874770905720963, 'date': 0.0645997914540947, 'dog': 0.05145327452311827, 'poet': 0.032693927185313186, 'car': 0.03134157663799304}
2018-12-09 18:28:18,593 - lstmimpl - INFO - English: i have a receipt enxp <eos> 

2018-12-09 18:28:18,594 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 18:28:18,627 - lstmimpl - INFO - Probabilites for word dexp : {'drunk': 0.25386971352537296, 'tall': 0.11264910551055382, 'stubborn': 0.048961483791099734, 'brave': 0.048212097696757224, 'expensive': 0.04387423051924125}
2018-12-09 18:28:18,628 - lstmimpl - INFO - English: tom is very drunk enxp <eos> 

2018-12-09 18:28:18,628 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 18:28:18,664 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9861347479296049, 'school': 0.0015860341163368276, 'house': 0.0013842600348560438, 'people': 0.0009365304625267373, 'baseball': 0.0004196311630914212}
2018-12-09 18:28:18,664 - lstmimpl - INFO - English: i like this enxp enxp <eos> 

2018-12-09 18:28:18,665 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 18:28:18,699 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.0902133027444903, 'food': 0.0700084590384246, 'history': 0.06764001561051089, 'you': 0.03763017561597107, 'people': 0.02732054431154309}
2018-12-09 18:28:18,699 - lstmimpl - INFO - English: i love for enxp enxp <eos> 

2018-12-09 18:28:18,700 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 18:28:18,733 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999475196916132, 'now': 7.436365621227347e-06, 'time': 3.6317540701352573e-06, 'here': 2.8603593100646745e-06, 'dead': 2.6941497744934845e-06}
2018-12-09 18:28:18,734 - lstmimpl - INFO - English: i was naive enxp enxp <eos> 

2018-12-09 18:28:18,734 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 18:28:18,768 - lstmimpl - INFO - Probabilites for word sonne : {'move': 0.05344298314123765, 'eyes': 0.04954316548734237, 'help': 0.040475598333727686, 'hurry': 0.03841897518438763, 'friends': 0.03352618018079103}
2018-12-09 18:28:18,769 - lstmimpl - INFO - English: i have no move enxp <eos> 

2018-12-09 18:28:18,769 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 18:28:18,806 - lstmimpl - INFO - Probabilites for word sein : {'it': 0.4741023553265145, 'that': 0.14431116277453157, 'me': 0.09374058753531121, 'us': 0.07757271406808369, 'him': 0.05310475000981295}
2018-12-09 18:28:18,807 - lstmimpl - INFO - English: did you see it enxp <eos> 

2018-12-09 18:28:18,808 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 18:28:18,841 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9885696373538394, 'baths': 0.0007312668901483894, 'drunk': 0.0007304824958886121, 'food': 0.0005798272416959378, 'now': 0.0002761595877893095}
2018-12-09 18:28:18,842 - lstmimpl - INFO - English: tom is old enxp enxp <eos> 

2018-12-09 18:28:18,842 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 18:28:18,876 - lstmimpl - INFO - Probabilites for word weinen : {'languages': 0.1283052258590287, 'perfectly': 0.09349747964264807, 'mary': 0.07791120481266413, 'stubborn': 0.06787136556665246, 'well': 0.06676416993974266}
2018-12-09 18:28:18,877 - lstmimpl - INFO - English: tom speaks french languages enxp <eos> 

2018-12-09 18:28:18,877 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 18:28:18,911 - lstmimpl - INFO - Probabilites for word vorbei : {'empty': 0.20083418058821242, 'fake': 0.06381599040439098, 'fantastic': 0.06306140741012652, 'excellent': 0.05144366647272174, 'shocked': 0.03490277880209943}
2018-12-09 18:28:18,912 - lstmimpl - INFO - English: the room was empty enxp <eos> 

2018-12-09 18:28:18,912 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 18:28:18,945 - lstmimpl - INFO - Probabilites for word dexp : {'see': 0.4107893833357098, 'do': 0.09143286495695724, 'go': 0.08923766880344464, 'help': 0.042911890803678895, 'buy': 0.03592549839870614}
2018-12-09 18:28:18,946 - lstmimpl - INFO - English: what did you see enxp <eos> 

2018-12-09 18:28:18,947 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 18:28:18,980 - lstmimpl - INFO - Probabilites for word dexp : {'fly': 0.12866415403651885, 'sick': 0.04590579926987599, 'late': 0.02994537349171566, 'fun': 0.029319027103964602, 'crazy': 0.02066163852738814}
2018-12-09 18:28:18,981 - lstmimpl - INFO - English: the cat is fly enxp <eos> 

2018-12-09 18:28:18,981 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 18:28:19,015 - lstmimpl - INFO - Probabilites for word aus : {'anymore': 0.16097158737170963, 'this': 0.09764582764584977, 'surprises': 0.07127756949275513, 'that': 0.05139657564459133, 'it': 0.02765214432976116}
2018-12-09 18:28:19,016 - lstmimpl - INFO - English: i dont like anymore enxp <eos> 

2018-12-09 18:28:19,016 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 18:28:19,049 - lstmimpl - INFO - Probabilites for word auf : {'cameras': 0.23376473063314257, 'eyes': 0.1471079807120273, 'cars': 0.10860682276845135, '7': 0.08719841100893652, 'exwives': 0.04278154009222773}
2018-12-09 18:28:19,050 - lstmimpl - INFO - English: tom has three cameras enxp <eos> 

2018-12-09 18:28:19,051 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 18:28:19,086 - lstmimpl - INFO - Probabilites for word nicht : {'this': 0.3910690764879554, 'it': 0.2547411427019616, 'that': 0.24832017907205556, 'tom': 0.017590267938411442, 'you': 0.015015559971763447}
2018-12-09 18:28:19,086 - lstmimpl - INFO - English: i dont know this enxp <eos> 

2018-12-09 18:28:19,087 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 18:28:19,120 - lstmimpl - INFO - Probabilites for word enttauscht : {'talkative': 0.10664443759118059, 'cold': 0.07224320675414304, 'hungry': 0.05182931419701264, 'insensitive': 0.04750620169778914, 'tall': 0.037372502042566015}
2018-12-09 18:28:19,121 - lstmimpl - INFO - English: i was very talkative enxp <eos> 

2018-12-09 18:28:19,121 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 18:28:19,157 - lstmimpl - INFO - Probabilites for word hei : {'empty': 0.18655170170678517, 'excellent': 0.059535459115376534, 'fantastic': 0.050585604800566064, 'shocked': 0.041341001202108076, 'comfortable': 0.03591114991175814}
2018-12-09 18:28:19,157 - lstmimpl - INFO - English: the room was empty enxp <eos> 

2018-12-09 18:28:19,158 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 18:28:19,191 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999606324629904, 'now': 6.852986976146744e-06, 'tea': 2.1625061672951047e-06, 'time': 1.8346139570622653e-06, 'dead': 1.273901156567054e-06}
2018-12-09 18:28:19,192 - lstmimpl - INFO - English: i am morons enxp enxp <eos> 

2018-12-09 18:32:11,683 - lstmimpl - INFO - Epoch: 4, Iteration: 23000, Encoder Loss: 9.77715955160756, Decoder Loss: 10.173758977202603, Learning Rate: 0.1
2018-12-09 18:32:11,685 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 18:32:11,686 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 18:32:11,720 - lstmimpl - INFO - Probabilites for word buch : {'scooter': 0.33875288886701665, 'receipt': 0.04097059229188692, 'berliner': 0.040730928925276945, 'wig': 0.03328820279039109, 'hurry': 0.03316617326139338}
2018-12-09 18:32:11,720 - lstmimpl - INFO - English: i have a scooter enxp <eos> 

2018-12-09 18:32:11,721 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 18:32:11,754 - lstmimpl - INFO - Probabilites for word helfen : {'work': 0.7599473779911836, 'understand': 0.03511642786491406, 'like': 0.02311874885222258, 'out': 0.02119009686955304, 'me': 0.01922783692067157}
2018-12-09 18:32:11,755 - lstmimpl - INFO - English: the dog doesnt work enxp <eos> 

2018-12-09 18:32:11,755 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 18:32:11,793 - lstmimpl - INFO - Probabilites for word fahrrad : {'scooter': 0.38910326341275453, 'berliner': 0.04034069237095534, 'dog': 0.031371942845495486, 'hurry': 0.03005990054948523, 'wig': 0.029584038407906788}
2018-12-09 18:32:11,794 - lstmimpl - INFO - English: i have a scooter enxp <eos> 

2018-12-09 18:32:11,794 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 18:32:11,828 - lstmimpl - INFO - Probabilites for word dexp : {'romantic': 0.7609459914624142, 'chauffeur': 0.018596977562642975, 'gay': 0.018482926992169586, 'insistent': 0.010315442523031074, 'thin': 0.010218311603118}
2018-12-09 18:32:11,828 - lstmimpl - INFO - English: he is hopelessly romantic enxp <eos> 

2018-12-09 18:32:11,829 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 18:32:11,862 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9990762286317337, 'now': 0.00020985398152432736, 'boyfriend': 4.744269182418507e-05, 'well': 3.551501629217779e-05, 'anyone': 2.8577281119640036e-05}
2018-12-09 18:32:11,863 - lstmimpl - INFO - English: dont tell anyone enxp enxp <eos> 

2018-12-09 18:32:11,863 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 18:32:11,897 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.384358701489132, 'yesterday': 0.060038917072589564, 'fish': 0.04014843763017451, 'time': 0.03414259386439089, 'confused': 0.030156941540945875}
2018-12-09 18:32:11,898 - lstmimpl - INFO - English: i like in enxp enxp <eos> 

2018-12-09 18:32:11,898 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 18:32:11,932 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9983302742401778, 'now': 0.00028215609269995257, 'time': 8.496745706907416e-05, 'handsome': 7.173493777839281e-05, 'dead': 5.620217848255883e-05}
2018-12-09 18:32:11,932 - lstmimpl - INFO - English: tom is legendary enxp enxp <eos> 

2018-12-09 18:32:11,933 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 18:32:11,966 - lstmimpl - INFO - Probabilites for word sonne : {'surprises': 0.36686187982014784, 'kids': 0.029134379827830074, 'german': 0.023477597136214827, 'doctors': 0.022893293298586217, 'confrontation': 0.02275773823347106}
2018-12-09 18:32:11,967 - lstmimpl - INFO - English: i dont like surprises enxp <eos> 

2018-12-09 18:32:11,967 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 18:32:12,003 - lstmimpl - INFO - Probabilites for word sein : {'dirty': 0.047225791027436195, 'mad': 0.033517869130754434, 'bilingual': 0.03252445480357799, 'prettier': 0.029255783831287054, 'angry': 0.027956243412256908}
2018-12-09 18:32:12,004 - lstmimpl - INFO - English: the water is dirty enxp <eos> 

2018-12-09 18:32:12,004 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 18:32:12,038 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9998203596257959, 'now': 2.862635624130621e-05, 'time': 1.8623325861595328e-05, 'dead': 7.855862198049657e-06, 'handsome': 6.603501368830847e-06}
2018-12-09 18:32:12,038 - lstmimpl - INFO - English: tom is legendary enxp enxp <eos> 

2018-12-09 18:32:12,039 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 18:32:12,072 - lstmimpl - INFO - Probabilites for word weinen : {'you': 0.5083587700031802, 'mary': 0.046385440981756065, 'anything': 0.03635351792761614, 'sarcasm': 0.035829133802696686, 'it': 0.031046023553477346}
2018-12-09 18:32:12,073 - lstmimpl - INFO - English: tom doesnt understand you enxp <eos> 

2018-12-09 18:32:12,073 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 18:32:12,107 - lstmimpl - INFO - Probabilites for word vorbei : {'fast': 0.15659817166384926, 'out': 0.13160681976553354, 'english': 0.06383041541102365, 'me': 0.047534960493474825, 'away': 0.04277867231190859}
2018-12-09 18:32:12,108 - lstmimpl - INFO - English: the dog ran fast enxp <eos> 

2018-12-09 18:32:12,108 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 18:32:12,143 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9834801875233229, 'now': 0.00583244696347815, 'me': 0.001487484315865088, 'english': 0.0009917341319496667, 'time': 0.0009464263036299994}
2018-12-09 18:32:12,144 - lstmimpl - INFO - English: you can go enxp enxp <eos> 

2018-12-09 18:32:12,144 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 18:32:12,178 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999093722635343, 'tom': 6.971577997946347e-06, 'time': 4.274917064855826e-06, 'tea': 3.4191366453898358e-06, 'quickly': 2.5915312024594044e-06}
2018-12-09 18:32:12,178 - lstmimpl - INFO - English: the convention sings enxp enxp <eos> 

2018-12-09 18:32:12,179 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 18:32:12,212 - lstmimpl - INFO - Probabilites for word aus : {'that': 0.29205052434571344, 'anything': 0.12484475594624203, 'it': 0.11352717871640118, 'you': 0.05609935932990335, 'better': 0.04993213344742798}
2018-12-09 18:32:12,213 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 18:32:12,213 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 18:32:12,247 - lstmimpl - INFO - Probabilites for word auf : {'surprises': 0.43977869288001703, 'incompetence': 0.04763323958540978, 'anything': 0.04716203630270644, 'tennis': 0.04641476850296033, 'soccer': 0.029777529709397864}
2018-12-09 18:32:12,248 - lstmimpl - INFO - English: i dont like surprises enxp <eos> 

2018-12-09 18:32:12,248 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 18:32:12,282 - lstmimpl - INFO - Probabilites for word nicht : {'that': 0.2756030840308846, 'it': 0.257252036890592, 'tom': 0.07423701703126818, 'this': 0.047197521449938336, 'them': 0.030268954691075427}
2018-12-09 18:32:12,282 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 18:32:12,283 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 18:32:12,318 - lstmimpl - INFO - Probabilites for word enttauscht : {'wonderful': 0.256636958116378, 'hungry': 0.05759288980692425, 'pleased': 0.04249194704407448, 'windy': 0.040184093934238246, 'depressed': 0.03962217491862009}
2018-12-09 18:32:12,319 - lstmimpl - INFO - English: i was really wonderful enxp <eos> 

2018-12-09 18:32:12,320 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 18:32:12,375 - lstmimpl - INFO - Probabilites for word hei : {'names': 0.3039623513407208, 'better': 0.05759847801362687, 'dog': 0.052416335673516036, 'talent': 0.040952216874171894, 'assistance': 0.02531091891350488}
2018-12-09 18:32:12,376 - lstmimpl - INFO - English: i like your names enxp <eos> 

2018-12-09 18:32:12,376 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 18:32:12,416 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9852572330353003, 'now': 0.0016068049893050544, 'hungry': 0.0010217359268518832, 'handsome': 0.0007038074575194226, 'yesterday': 0.0006959767362982695}
2018-12-09 18:32:12,416 - lstmimpl - INFO - English: i am japanese enxp enxp <eos> 

2018-12-09 18:36:23,875 - lstmimpl - INFO - Epoch: 4, Iteration: 23500, Encoder Loss: 12.425468666727031, Decoder Loss: 12.542364795695848, Learning Rate: 0.1
2018-12-09 18:36:23,876 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 18:36:23,908 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 18:36:23,995 - lstmimpl - INFO - Probabilites for word buch : {'nieces': 0.051902022603725034, 'girl': 0.047358524242011896, 'woman': 0.037718734820756813, 'bus': 0.03679138794091762, 'family': 0.03349182965884211}
2018-12-09 18:36:23,998 - lstmimpl - INFO - English: i have a nieces enxp <eos> 

2018-12-09 18:36:23,998 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 18:36:24,072 - lstmimpl - INFO - Probabilites for word helfen : {'closing': 0.2603680713640845, 'nice': 0.06141967783841262, 'improving': 0.035649173915650215, 'icecold': 0.033807798009233704, 'off': 0.030793939037947766}
2018-12-09 18:36:24,075 - lstmimpl - INFO - English: the radio is closing enxp <eos> 

2018-12-09 18:36:24,075 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 18:36:24,148 - lstmimpl - INFO - Probabilites for word fahrrad : {'nieces': 0.044259785680247465, 'bus': 0.04083733274280499, 'woman': 0.039676141144814575, 'girl': 0.03661245668268023, 'cat': 0.02865823421363843}
2018-12-09 18:36:24,150 - lstmimpl - INFO - English: i have a nieces enxp <eos> 

2018-12-09 18:36:24,151 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 18:36:24,223 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.997437042462171, 'nosey': 0.00042159791677244047, 'dresses': 0.00019423234864901647, 'too': 6.183162239389872e-05, 'produce': 5.90748182199189e-05}
2018-12-09 18:36:24,226 - lstmimpl - INFO - English: he is homeless enxp enxp <eos> 

2018-12-09 18:36:24,226 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 18:36:24,322 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999706848212488, 'now': 1.6566636072159262e-06, 'time': 1.0030093793259724e-06, 'meat': 9.304031410131231e-07, 'food': 8.526968313674029e-07}
2018-12-09 18:36:24,323 - lstmimpl - INFO - English: i like firefox enxp enxp <eos> 

2018-12-09 18:36:24,324 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 18:36:24,414 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9998449630547865, 'animals': 1.6804721532887695e-05, 'there': 1.415646332089581e-05, 'together': 1.0089105335205664e-05, 'tea': 5.546534224422561e-06}
2018-12-09 18:36:24,415 - lstmimpl - INFO - English: we are asians enxp enxp <eos> 

2018-12-09 18:36:24,415 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 18:36:24,490 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9994966446612765, 'nosey': 3.7030892863354747e-05, 'too': 3.184633924349791e-05, 'dresses': 2.62562193431913e-05, 'time': 1.8241023165793804e-05}
2018-12-09 18:36:24,491 - lstmimpl - INFO - English: he is homeless enxp enxp <eos> 

2018-12-09 18:36:24,491 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 18:36:24,591 - lstmimpl - INFO - Probabilites for word sonne : {'confrontation': 0.6158907792918539, 'wine': 0.14990618514535922, 'mom': 0.01779243654993444, 'surprises': 0.014282340240909361, 'movies': 0.009474080262863754}
2018-12-09 18:36:24,592 - lstmimpl - INFO - English: i dont like confrontation enxp <eos> 

2018-12-09 18:36:24,592 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 18:36:24,659 - lstmimpl - INFO - Probabilites for word sein : {'me': 0.7560104062371709, 'it': 0.12760187202395595, 'us': 0.048431990163241685, 'him': 0.013565429754527479, 'that': 0.012568627458583465}
2018-12-09 18:36:24,660 - lstmimpl - INFO - English: can you help me enxp <eos> 

2018-12-09 18:36:24,660 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 18:36:24,715 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9988540344618433, 'tomorrow': 0.00010976315047160048, 'now': 0.00010966858406365347, 'alone': 0.00010246755417695875, 'today': 7.956053660436275e-05}
2018-12-09 18:36:24,715 - lstmimpl - INFO - English: are you joking enxp enxp <eos> 

2018-12-09 18:36:24,716 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 18:36:24,770 - lstmimpl - INFO - Probabilites for word weinen : {'enxp': 0.9805338794346561, 'time': 0.0014073322928478734, 'it': 0.0011917270071246388, 'anything': 0.0008577433332996041, 'you': 0.0007225476498378192}
2018-12-09 18:36:24,770 - lstmimpl - INFO - English: tom will wait enxp enxp <eos> 

2018-12-09 18:36:24,771 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 18:36:24,804 - lstmimpl - INFO - Probabilites for word vorbei : {'enxp': 0.9627123017511515, 'nosy': 0.0028967435441067464, 'produce': 0.0026292053058142597, 'time': 0.001804359345102048, 'yesterday': 0.0016960174253289567}
2018-12-09 18:36:24,805 - lstmimpl - INFO - English: this is mince enxp enxp <eos> 

2018-12-09 18:36:24,805 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 18:36:24,839 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.999636172412532, 'nosy': 0.00019246816815246022, 'now': 2.0525355113176377e-05, 'down': 9.721933800992647e-06, 'produce': 8.507649235808411e-06}
2018-12-09 18:36:24,840 - lstmimpl - INFO - English: dont be dying enxp enxp <eos> 

2018-12-09 18:36:24,840 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 18:36:24,874 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999329297806815, 'down': 2.6224573702465463e-06, 'sweet': 2.5674381428125564e-06, '<eos>': 2.332172457535316e-06, 'fathers': 1.4905082651997388e-06}
2018-12-09 18:36:24,874 - lstmimpl - INFO - English: the sun enxp enxp enxp <eos> 

2018-12-09 18:36:24,875 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 18:36:24,908 - lstmimpl - INFO - Probabilites for word aus : {'that': 0.10165363829795968, 'why': 0.0798673553265569, 'wine': 0.07219861602780124, 'confrontation': 0.059222069112433204, 'you': 0.05834855978805807}
2018-12-09 18:36:24,909 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 18:36:24,909 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 18:36:24,944 - lstmimpl - INFO - Probabilites for word auf : {'enxp': 0.9083316652823984, 'air': 0.008218836308257857, 'honey': 0.004873692855143788, 'food': 0.003798907883986531, 'people': 0.0018130032609542212}
2018-12-09 18:36:24,945 - lstmimpl - INFO - English: i like movies enxp enxp <eos> 

2018-12-09 18:36:24,945 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 18:36:24,979 - lstmimpl - INFO - Probabilites for word nicht : {'wine': 0.6166179554212707, 'confrontation': 0.08760385323943867, 'twins': 0.02974495542709435, 'mom': 0.015178817230822548, 'time': 0.009352810385616656}
2018-12-09 18:36:24,980 - lstmimpl - INFO - English: i dont drink wine enxp <eos> 

2018-12-09 18:36:24,980 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 18:36:25,018 - lstmimpl - INFO - Probabilites for word enttauscht : {'happy': 0.2584918590336928, 'nosey': 0.07050984738578785, 'honest': 0.06918142477283772, 'pleased': 0.033710457776564874, 'brave': 0.030542761109694574}
2018-12-09 18:36:25,018 - lstmimpl - INFO - English: he is very happy enxp <eos> 

2018-12-09 18:36:25,019 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 18:36:25,053 - lstmimpl - INFO - Probabilites for word hei : {'enxp': 0.23736103439943457, 'produce': 0.10044563748665318, 'flat': 0.06584662084211335, 'twins': 0.049933149685192725, 'nosy': 0.0265556484903058}
2018-12-09 18:36:25,054 - lstmimpl - INFO - English: this is mince enxp enxp <eos> 

2018-12-09 18:36:25,054 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 18:36:25,164 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9977947311530292, 'food': 0.00022635483050893596, 'honey': 9.220214589614568e-05, 'tea': 8.473389465205137e-05, 'music': 5.4330848036315965e-05}
2018-12-09 18:36:25,165 - lstmimpl - INFO - English: i like korean enxp enxp <eos> 

2018-12-09 18:40:41,281 - lstmimpl - INFO - Epoch: 4, Iteration: 24000, Encoder Loss: 7.812918415507984, Decoder Loss: 8.87545564800049, Learning Rate: 0.1
2018-12-09 18:40:41,283 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 18:40:41,594 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 18:40:41,643 - lstmimpl - INFO - Probabilites for word buch : {'family': 0.18312552241512178, 'scooter': 0.10680785041436222, 'dog': 0.07001810436260875, 'plan': 0.05595650079486848, 'daughters': 0.05207708507723394}
2018-12-09 18:40:41,644 - lstmimpl - INFO - English: i have a family enxp <eos> 

2018-12-09 18:40:41,644 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 18:40:41,678 - lstmimpl - INFO - Probabilites for word helfen : {'that': 0.4289142440662165, 'it': 0.25126285584452085, 'this': 0.19227843257489838, 'what': 0.019770800885480215, 'time': 0.008924732407934474}
2018-12-09 18:40:41,678 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 18:40:41,679 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 18:40:41,712 - lstmimpl - INFO - Probabilites for word fahrrad : {'daughters': 0.2955248902066765, 'nieces': 0.1995912443037502, 'cousins': 0.07987320143586159, 'family': 0.055537629806813885, 'books': 0.028292477591937537}
2018-12-09 18:40:41,713 - lstmimpl - INFO - English: i have two daughters enxp <eos> 

2018-12-09 18:40:41,713 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 18:40:41,747 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.2726056199107242, 'sick': 0.11101495815892294, 'careful': 0.06179003703444306, 'brave': 0.04943489173986044, 'hungry': 0.03469832320389254}
2018-12-09 18:40:41,748 - lstmimpl - INFO - English: he is very enxp enxp <eos> 

2018-12-09 18:40:41,748 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 18:40:41,782 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.7823629766063113, 'determination': 0.05769089483574886, 'now': 0.023510321064416605, 'down': 0.01522426581806929, 'confused': 0.006920463433424272}
2018-12-09 18:40:41,782 - lstmimpl - INFO - English: dont underestimate it enxp enxp <eos> 

2018-12-09 18:40:41,783 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 18:40:41,820 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9974178917353115, 'hungry': 0.00029148932017520224, 'animals': 0.00018716823341660785, 'tea': 0.0001329241051588577, 'here': 0.0001089775921397001}
2018-12-09 18:40:41,821 - lstmimpl - INFO - English: we are people enxp enxp <eos> 

2018-12-09 18:40:41,822 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 18:40:41,855 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9991251501909084, 'sick': 6.068911194765469e-05, 'too': 5.174540864952919e-05, 'ying': 5.112558143671265e-05, 'clad': 3.86764799527108e-05}
2018-12-09 18:40:41,856 - lstmimpl - INFO - English: he is tired enxp enxp <eos> 

2018-12-09 18:40:41,856 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 18:40:41,890 - lstmimpl - INFO - Probabilites for word sonne : {'daughters': 0.08630624917382995, 'nieces': 0.061835561734637494, 'cousins': 0.049352576145167304, 'books': 0.04663171873728047, 'family': 0.03218850893147805}
2018-12-09 18:40:41,890 - lstmimpl - INFO - English: i have two daughters enxp <eos> 

2018-12-09 18:40:41,891 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 18:40:41,924 - lstmimpl - INFO - Probabilites for word sein : {'it': 0.6433779639092518, 'that': 0.24266670582616232, 'us': 0.026444586224878355, 'be': 0.019534077633136384, 'this': 0.012384924947887059}
2018-12-09 18:40:41,925 - lstmimpl - INFO - English: i can do it enxp <eos> 

2018-12-09 18:40:41,926 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 18:40:41,960 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999949696399156, 'time': 3.5700959809485897e-07, 'sick': 3.1294132092846047e-07, 'tom': 2.8798685605591514e-07, 'sweet': 2.802866419337341e-07}
2018-12-09 18:40:41,961 - lstmimpl - INFO - English: tom is sick enxp enxp <eos> 

2018-12-09 18:40:41,961 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 18:40:41,995 - lstmimpl - INFO - Probabilites for word weinen : {'it': 0.20308242275598692, 'enxp': 0.10742617938156529, 'anything': 0.04094529183697555, 'something': 0.03350996333062389, 'french': 0.03169218883880828}
2018-12-09 18:40:41,996 - lstmimpl - INFO - English: tom will be it enxp <eos> 

2018-12-09 18:40:41,996 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 18:40:42,031 - lstmimpl - INFO - Probabilites for word vorbei : {'broken': 0.07254646198270297, 'shaggy': 0.03961374910467915, 'automatically': 0.03432524696374723, 'arrested': 0.03407615920104861, 'reasonable': 0.028585751829390764}
2018-12-09 18:40:42,031 - lstmimpl - INFO - English: the door is broken enxp <eos> 

2018-12-09 18:40:42,032 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 18:40:42,065 - lstmimpl - INFO - Probabilites for word dexp : {'mistakes': 0.18166268109667835, 'fire': 0.07801792222038523, 'down': 0.04755756821346987, 'unexpected': 0.023530065123971797, 'dismissed': 0.023510120464886437}
2018-12-09 18:40:42,066 - lstmimpl - INFO - English: the game was mistakes enxp <eos> 

2018-12-09 18:40:42,066 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 18:40:42,100 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.999885404485701, 'tom': 1.99058765219496e-05, 'sweet': 1.2797738573213777e-05, 'down': 5.047481456352289e-06, 'it': 4.5591606198753e-06}
2018-12-09 18:40:42,101 - lstmimpl - INFO - English: the door enxp enxp enxp <eos> 

2018-12-09 18:40:42,101 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 18:40:42,135 - lstmimpl - INFO - Probabilites for word aus : {'exciting': 0.10538091263152935, 'down': 0.055530322741532426, 'mistakes': 0.04329573541573579, 'gets': 0.04194867230585105, 'fire': 0.036824542799007466}
2018-12-09 18:40:42,136 - lstmimpl - INFO - English: the game became exciting enxp <eos> 

2018-12-09 18:40:42,136 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 18:40:42,170 - lstmimpl - INFO - Probabilites for word auf : {'much': 0.4132920489153938, 'too': 0.11285140347093987, 'son': 0.021837907814222728, 'all': 0.019991865901614562, 'yesterday': 0.018762317594442184}
2018-12-09 18:40:42,171 - lstmimpl - INFO - English: tom is too much enxp <eos> 

2018-12-09 18:40:42,171 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 18:40:42,205 - lstmimpl - INFO - Probabilites for word nicht : {'it': 0.5810307862884978, 'that': 0.24797770481659395, 'this': 0.07413614096819263, 'tom': 0.026152252176502837, 'them': 0.016194044950351514}
2018-12-09 18:40:42,205 - lstmimpl - INFO - English: i dont know it enxp <eos> 

2018-12-09 18:40:42,206 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 18:40:42,239 - lstmimpl - INFO - Probabilites for word enttauscht : {'brave': 0.12450004183288674, 'hungry': 0.08892122194786639, 'too': 0.06292647334049688, 'sick': 0.05205770934751009, 'careful': 0.04218303960598176}
2018-12-09 18:40:42,240 - lstmimpl - INFO - English: he is very brave enxp <eos> 

2018-12-09 18:40:42,240 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 18:40:42,274 - lstmimpl - INFO - Probabilites for word hei : {'broken': 0.19405860061367966, 'shaggy': 0.04889479547301443, 'icecold': 0.03749241341330268, 'my': 0.03519451853304697, 'dirty': 0.03114020638391405}
2018-12-09 18:40:42,275 - lstmimpl - INFO - English: the water is broken enxp <eos> 

2018-12-09 18:40:42,275 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 18:40:42,312 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9999647098287334, 'tom': 5.535559661636946e-06, 'sick': 2.3775246161244974e-06, 'hungry': 1.8577639268645992e-06, 'too': 1.8025881060194957e-06}
2018-12-09 18:40:42,312 - lstmimpl - INFO - English: tom is sick enxp enxp <eos> 

2018-12-09 18:45:33,358 - lstmimpl - INFO - Epoch: 4, Iteration: 24500, Encoder Loss: 9.837999924786335, Decoder Loss: 8.145038998057741, Learning Rate: 0.1
2018-12-09 18:45:33,359 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 18:45:33,372 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 18:45:33,406 - lstmimpl - INFO - Probabilites for word buch : {'toilets': 0.09868114201790675, 'keys': 0.07616470312674281, 'apocalypse': 0.06667760217444273, 'sheep': 0.033601213781284306, 'help': 0.03186660240532354}
2018-12-09 18:45:33,407 - lstmimpl - INFO - English: where are the toilets enxp <eos> 

2018-12-09 18:45:33,407 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 18:45:33,441 - lstmimpl - INFO - Probabilites for word helfen : {'answer': 0.12053992898198217, 'do': 0.114949596939315, 'see': 0.06901815599016703, 'go': 0.04644820719970521, 'all': 0.03626666587513141}
2018-12-09 18:45:33,441 - lstmimpl - INFO - English: what did you answer enxp <eos> 

2018-12-09 18:45:33,442 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 18:45:33,476 - lstmimpl - INFO - Probabilites for word fahrrad : {'scooter': 0.1394495284344847, 'family': 0.08460564272642289, 'dog': 0.06092487487802991, 'receipt': 0.04544945320500837, 'plan': 0.033961512067631545}
2018-12-09 18:45:33,476 - lstmimpl - INFO - English: i have a scooter enxp <eos> 

2018-12-09 18:45:33,477 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 18:45:33,510 - lstmimpl - INFO - Probabilites for word dexp : {'brave': 0.20588158041525184, 'busy': 0.10575967777130046, 'sick': 0.05913658319228289, 'talented': 0.03426704050492981, 'drunk': 0.03318032685291508}
2018-12-09 18:45:33,511 - lstmimpl - INFO - English: he is very brave enxp <eos> 

2018-12-09 18:45:33,511 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 18:45:33,545 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.7896959641297107, 'now': 0.03790831576127598, 'boyfriend': 0.012689896534309632, 'too': 0.010905682310179961, 'coming': 0.007141171090861488}
2018-12-09 18:45:33,546 - lstmimpl - INFO - English: dont tell anyone enxp enxp <eos> 

2018-12-09 18:45:33,546 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 18:45:33,576 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9994868429409994, 'now': 5.711777244764012e-05, 'up': 4.503069497790096e-05, 'ideas': 3.854985559884465e-05, 'money': 2.4309482605584602e-05}
2018-12-09 18:45:33,577 - lstmimpl - INFO - English: i have enough enxp <eos> 

2018-12-09 18:45:33,578 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 18:45:33,611 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.9998431827098851, 'now': 5.915829285659231e-05, 'yesterday': 1.3149743218160218e-05, 'too': 9.076727525654218e-06, 'up': 8.167966771380912e-06}
2018-12-09 18:45:33,612 - lstmimpl - INFO - English: i was exhausted enxp enxp <eos> 

2018-12-09 18:45:33,612 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 18:45:33,651 - lstmimpl - INFO - Probabilites for word sonne : {'clue': 0.06362817983812573, 'money': 0.060604271169659, 'ideas': 0.05678112660201672, 'people': 0.04978503875669638, 'else': 0.043754686763351265}
2018-12-09 18:45:33,652 - lstmimpl - INFO - English: i have no clue enxp <eos> 

2018-12-09 18:45:33,652 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 18:45:33,686 - lstmimpl - INFO - Probabilites for word sein : {'me': 0.7670413055089927, 'us': 0.04069359310839138, 'enxp': 0.03707233700189719, 'you': 0.02546593281046932, 'it': 0.022373222967480948}
2018-12-09 18:45:33,687 - lstmimpl - INFO - English: can you help me enxp <eos> 

2018-12-09 18:45:33,687 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 18:45:33,721 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.997599865264542, 'you': 0.0004982876012577607, 'here': 0.00021614159079977538, 'me': 0.00011137959524728292, 'now': 0.000109228732267964}
2018-12-09 18:45:33,721 - lstmimpl - INFO - English: this is remarkable enxp enxp <eos> 

2018-12-09 18:45:33,722 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 18:45:33,755 - lstmimpl - INFO - Probabilites for word weinen : {'it': 0.07582422630163123, 'them': 0.0716693169857567, 'anything': 0.06258325355773967, 'us': 0.052904568040734776, 'watching': 0.03747390170961173}
2018-12-09 18:45:33,756 - lstmimpl - INFO - English: tom will be it enxp <eos> 

2018-12-09 18:45:33,756 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 18:45:33,791 - lstmimpl - INFO - Probabilites for word vorbei : {'tall': 0.06431800312195782, 'thirsty': 0.043571445699194696, 'empty': 0.03883698847401678, 'right': 0.029758113105713864, 'cruel': 0.02569209213312321}
2018-12-09 18:45:33,792 - lstmimpl - INFO - English: the boy is tall enxp <eos> 

2018-12-09 18:45:33,792 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 18:45:33,826 - lstmimpl - INFO - Probabilites for word dexp : {'do': 0.1427232838904336, 'go': 0.11016264123856627, 'answer': 0.08650574320848967, 'see': 0.07028755357279041, 'help': 0.051385286280162853}
2018-12-09 18:45:33,826 - lstmimpl - INFO - English: what did you do enxp <eos> 

2018-12-09 18:45:33,827 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 18:45:33,861 - lstmimpl - INFO - Probabilites for word dexp : {'enxp': 0.7374450827038543, 'happily': 0.05194894638814124, 'ringing': 0.013574392301203421, 'stink': 0.008251314780334173, 'disappeared': 0.006396344318954576}
2018-12-09 18:45:33,861 - lstmimpl - INFO - English: the clock ends enxp enxp <eos> 

2018-12-09 18:45:33,862 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 18:45:33,895 - lstmimpl - INFO - Probabilites for word aus : {'that': 0.20153551329746347, 'much': 0.07339516949544543, 'how': 0.0665055222452535, 'what': 0.04972004065953912, 'you': 0.04915118829661833}
2018-12-09 18:45:33,896 - lstmimpl - INFO - English: i dont know that enxp <eos> 

2018-12-09 18:45:33,896 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 18:45:33,930 - lstmimpl - INFO - Probabilites for word auf : {'all': 0.14979675767066222, 'tall': 0.10509280914875783, 'busy': 0.07621169204616617, 'short': 0.05573386259502314, 'watching': 0.027445094190567097}
2018-12-09 18:45:33,931 - lstmimpl - INFO - English: tom is very all enxp <eos> 

2018-12-09 18:45:33,931 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 18:45:33,965 - lstmimpl - INFO - Probabilites for word nicht : {'how': 0.17097962156905663, 'that': 0.15408688136056367, 'what': 0.03805512017480124, 'much': 0.03631908280921079, 'german': 0.03526049880380965}
2018-12-09 18:45:33,965 - lstmimpl - INFO - English: i dont know how enxp <eos> 

2018-12-09 18:45:33,966 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 18:45:33,999 - lstmimpl - INFO - Probabilites for word enttauscht : {'enxp': 0.9515732271213614, 'now': 0.012055446722679556, 'yesterday': 0.004008011595553318, 'hungry': 0.0032024075772284733, 'surprised': 0.003140784957221456}
2018-12-09 18:45:34,000 - lstmimpl - INFO - English: i am exhausted enxp enxp <eos> 

2018-12-09 18:45:34,001 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 18:45:34,034 - lstmimpl - INFO - Probabilites for word hei : {'tall': 0.0708311535054579, 'broken': 0.03837120538708065, 'good': 0.03465133367790918, 'open': 0.030284982303029697, 'right': 0.025218039755208203}
2018-12-09 18:45:34,035 - lstmimpl - INFO - English: the boy is tall enxp <eos> 

2018-12-09 18:45:34,035 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 18:45:34,069 - lstmimpl - INFO - Probabilites for word dexp : {'coming': 0.1480383363253174, 'hiding': 0.13032978056407213, 'please': 0.049626023500485214, 'enxp': 0.04426487728429707, 'eaten': 0.02351115573336771}
2018-12-09 18:45:34,069 - lstmimpl - INFO - English: when is it coming enxp <eos> 

2018-12-09 18:49:26,739 - lstmimpl - INFO - Models saved successfully!
2018-12-09 22:22:24,826 - lstmimpl - INFO - =========================Execution Starts===========================
2018-12-09 22:22:24,835 - lstmimpl - INFO - data has 5000 sentences, 3812 unique words.
2018-12-09 22:22:24,845 - lstmimpl - INFO - data has 5000 sentences, 3096 unique words.
2018-12-09 22:22:25,476 - lstmimpl - INFO - Epoch: 0, Iteration: 0, Encoder Loss: 41.22911077010727, Decoder Loss: 48.2269359021144, Learning Rate: 0.1
2018-12-09 22:22:25,480 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 22:22:45,986 - lstmimpl - INFO - =========================Execution Starts===========================
2018-12-09 22:22:45,995 - lstmimpl - INFO - data has 5000 sentences, 3812 unique words.
2018-12-09 22:22:46,004 - lstmimpl - INFO - data has 5000 sentences, 3096 unique words.
2018-12-09 22:22:46,640 - lstmimpl - INFO - Epoch: 0, Iteration: 0, Encoder Loss: 41.22884862642671, Decoder Loss: 48.227700517966575, Learning Rate: 0.1
2018-12-09 22:22:46,641 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 22:22:46,663 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 22:23:07,830 - lstmimpl - INFO - =========================Execution Starts===========================
2018-12-09 22:23:07,840 - lstmimpl - INFO - data has 5000 sentences, 3812 unique words.
2018-12-09 22:23:07,851 - lstmimpl - INFO - data has 5000 sentences, 3096 unique words.
2018-12-09 22:23:08,650 - lstmimpl - INFO - Epoch: 0, Iteration: 0, Encoder Loss: 41.22938094532201, Decoder Loss: 48.22805622584582, Learning Rate: 0.1
2018-12-09 22:23:08,657 - lstmimpl - INFO - Testing Translate: German to English
2018-12-09 22:23:08,657 - lstmimpl - INFO - German: ich habe ein buch dexp <eos>
2018-12-09 22:23:08,777 - lstmimpl - INFO - Probabilites for word buch : {'know': 0.0004048952171166368, 'this': 0.00040271049143351435, 'song': 0.00039465068860633577, 'we': 0.00038581103967569855, '<eos>': 0.00037635851062122117}
2018-12-09 22:23:08,784 - lstmimpl - INFO - English: song this know know know this know know this know know this know know this know know this know know 

2018-12-09 22:23:08,785 - lstmimpl - INFO - German: danke fur ihre helfen dexp <eos>
2018-12-09 22:23:08,866 - lstmimpl - INFO - Probabilites for word helfen : {'know': 0.00040476316285176586, 'this': 0.0004026419452343376, 'song': 0.0003945771255240973, 'we': 0.0003858450054061128, '<eos>': 0.0003763982223804187}
2018-12-09 22:23:08,871 - lstmimpl - INFO - English: song this know know know this know know this know know this know know this know know this know know 

2018-12-09 22:23:08,876 - lstmimpl - INFO - German: ich habe ein fahrrad dexp <eos>
2018-12-09 22:23:08,950 - lstmimpl - INFO - Probabilites for word fahrrad : {'know': 0.00040480382789206916, 'this': 0.0004027060189540351, 'song': 0.00039462879728534197, 'we': 0.00038575277863660653, '<eos>': 0.0003764089714321825}
2018-12-09 22:23:08,950 - lstmimpl - INFO - English: song this know know this know know this know know this know know this know know this know know this 

2018-12-09 22:23:08,950 - lstmimpl - INFO - German: er ist gut dexp dexp <eos>
2018-12-09 22:23:09,022 - lstmimpl - INFO - Probabilites for word dexp : {'know': 0.0004049231375299821, 'this': 0.00040263497933999476, 'song': 0.00039499834528162873, 'we': 0.00038645310059281504, '<eos>': 0.0003763354039167916}
2018-12-09 22:23:09,024 - lstmimpl - INFO - English: song this know know know this know know this know know this know know this know know this know know 

2018-12-09 22:23:09,027 - lstmimpl - INFO - German: hab ich nicht dexp dexp <eos>
2018-12-09 22:23:09,133 - lstmimpl - INFO - Probabilites for word dexp : {'know': 0.00040547423138331465, 'this': 0.00040190867103867696, 'song': 0.0003957380570801783, '<eos>': 0.00038621633323663034, 'we': 0.00038464143480597683}
2018-12-09 22:23:09,138 - lstmimpl - INFO - English: we know know know know this know know this know know this know know this know know this know know 

2018-12-09 22:23:09,138 - lstmimpl - INFO - German: ich hat dexp dexp dexp <eos>
2018-12-09 22:23:09,274 - lstmimpl - INFO - Probabilites for word dexp : {'know': 0.00040556480332303013, 'this': 0.000401924373834998, 'song': 0.0003959015295380944, '<eos>': 0.0003861858877348427, 'we': 0.0003849407973292328}
2018-12-09 22:23:09,274 - lstmimpl - INFO - English: we know know know know this know know this know know this know know this know know this know know 

2018-12-09 22:23:09,274 - lstmimpl - INFO - German: ich war glucklich dexp dexp <eos>
2018-12-09 22:23:09,405 - lstmimpl - INFO - Probabilites for word dexp : {'know': 0.0004049009069838413, 'this': 0.0004026250922433432, 'song': 0.00039498794483379027, 'we': 0.000386433224904347, '<eos>': 0.0003763283687882559}
2018-12-09 22:23:09,405 - lstmimpl - INFO - English: song this know know know this know know this know know this know know this know know this know know 

2018-12-09 22:23:09,405 - lstmimpl - INFO - German: ich liebe die sonne dexp <eos>
2018-12-09 22:23:09,504 - lstmimpl - INFO - Probabilites for word sonne : {'know': 0.0004047459093756841, 'this': 0.00040269468746257395, 'song': 0.00039466545389729924, 'we': 0.0003857681560969337, '<eos>': 0.00037644860206464834}
2018-12-09 22:23:09,516 - lstmimpl - INFO - English: song this know know this know know this know know this know know this know know this know know this 

2018-12-09 22:23:09,516 - lstmimpl - INFO - German: kann es das sein dexp <eos>
2018-12-09 22:23:09,629 - lstmimpl - INFO - Probabilites for word sein : {'know': 0.00040474718088241, 'this': 0.00040269244985310346, 'song': 0.0003946353682291504, 'we': 0.00038574761071502324, '<eos>': 0.0003764648560138775}
2018-12-09 22:23:09,636 - lstmimpl - INFO - English: song this know know this know know this know know this know know this know know this know know this 

2018-12-09 22:23:09,636 - lstmimpl - INFO - German: das ist unnutz dexp dexp <eos>
2018-12-09 22:23:09,733 - lstmimpl - INFO - Probabilites for word dexp : {'know': 0.00040547060278722547, 'this': 0.00040193735840089435, 'song': 0.00039574443056379475, '<eos>': 0.00038622290932509247, 'we': 0.0003846253471498811}
2018-12-09 22:23:09,734 - lstmimpl - INFO - English: we know know know know this know know this know know this know know this know know this know know 

2018-12-09 22:23:09,734 - lstmimpl - INFO - German: er begann zu weinen dexp <eos>
2018-12-09 22:23:09,802 - lstmimpl - INFO - Probabilites for word weinen : {'know': 0.0004047488613766459, 'this': 0.0004027219103177334, 'song': 0.00039460721412139254, 'we': 0.00038572412089507395, '<eos>': 0.00037646427281639563}
2018-12-09 22:23:09,803 - lstmimpl - INFO - English: song this know know this know know this know know this know know this know know this know know this 

2018-12-09 22:23:09,803 - lstmimpl - INFO - German: die pause ist vorbei dexp <eos>
2018-12-09 22:23:09,871 - lstmimpl - INFO - Probabilites for word vorbei : {'know': 0.00040482739302177937, 'this': 0.0004027375440489176, 'song': 0.0003946563777574768, 'we': 0.00038580538173999814, '<eos>': 0.0003764499675075548}
2018-12-09 22:23:09,876 - lstmimpl - INFO - English: song this know know this know know this know know this know know this know know this know know this 

2018-12-09 22:23:09,881 - lstmimpl - INFO - German: wie du willst dexp dexp <eos>
2018-12-09 22:23:10,002 - lstmimpl - INFO - Probabilites for word dexp : {'know': 0.00040547451531998245, 'this': 0.0004018801603258047, 'song': 0.00039573016524668066, '<eos>': 0.00038622831261240543, 'we': 0.0003846205772360427}
2018-12-09 22:23:10,006 - lstmimpl - INFO - English: we know know know know this know know this know know this know know this know know this know know 

2018-12-09 22:23:10,013 - lstmimpl - INFO - German: die vater arbeiten dexp dexp <eos>
2018-12-09 22:23:10,165 - lstmimpl - INFO - Probabilites for word dexp : {'know': 0.0004049061785507884, 'this': 0.00040265805341051854, 'song': 0.0003950036020908154, 'we': 0.00038642680057223344, '<eos>': 0.00037632701384909134}
2018-12-09 22:23:10,165 - lstmimpl - INFO - English: song this know know know this know know this know know this know know this know know this know know 

2018-12-09 22:23:10,165 - lstmimpl - INFO - German: wir helfen euch aus dexp <eos>
2018-12-09 22:23:10,256 - lstmimpl - INFO - Probabilites for word aus : {'know': 0.0004048577161722942, 'this': 0.00040271698080375046, 'song': 0.000394672368160209, 'we': 0.0003857306901526116, '<eos>': 0.0003764420444242281}
2018-12-09 22:23:10,258 - lstmimpl - INFO - English: song this know know know this know know this know know this know know this know know this know know 

2018-12-09 22:23:10,258 - lstmimpl - INFO - German: tom gibt nicht auf dexp <eos>
2018-12-09 22:23:10,371 - lstmimpl - INFO - Probabilites for word auf : {'know': 0.00040477381603712913, 'this': 0.0004027139248817389, 'song': 0.0003946783884128036, 'we': 0.00038570852166585945, '<eos>': 0.0003764962248533216}
2018-12-09 22:23:10,380 - lstmimpl - INFO - English: song this know know this know know this know know this know know this know know this know know this 

2018-12-09 22:23:10,383 - lstmimpl - INFO - German: ich mochte es nicht dexp <eos>
2018-12-09 22:23:10,552 - lstmimpl - INFO - Probabilites for word nicht : {'know': 0.000404830029089663, 'this': 0.00040266463414657835, 'song': 0.00039466214158003084, 'we': 0.00038581322389462673, '<eos>': 0.0003764490986267109}
2018-12-09 22:23:10,552 - lstmimpl - INFO - English: song this know know know this know know this know know this know know this know know this know know 

2018-12-09 22:23:10,552 - lstmimpl - INFO - German: ich war nicht enttauscht dexp <eos>
2018-12-09 22:23:10,724 - lstmimpl - INFO - Probabilites for word enttauscht : {'know': 0.0004048510367005141, 'this': 0.0004026575006108488, 'song': 0.00039465813553877285, 'we': 0.00038581773393761803, '<eos>': 0.00037642392731469424}
2018-12-09 22:23:10,725 - lstmimpl - INFO - English: song this know know know this know know this know know this know know this know know this know know 

2018-12-09 22:23:10,725 - lstmimpl - INFO - German: das wasser ist hei dexp <eos>
2018-12-09 22:23:10,910 - lstmimpl - INFO - Probabilites for word hei : {'know': 0.0004048263979311631, 'this': 0.0004026786618309777, 'song': 0.00039465321153391605, 'we': 0.00038578813469825345, '<eos>': 0.0003764753389563806}
2018-12-09 22:23:10,913 - lstmimpl - INFO - English: song this know know know this know know this know know this know know this know know this know know 

2018-12-09 22:23:10,913 - lstmimpl - INFO - German: wer ist tom dexp dexp <eos>
2018-12-09 22:23:11,008 - lstmimpl - INFO - Probabilites for word dexp : {'know': 0.0004049145339632205, 'this': 0.0004026460392975771, 'song': 0.0003949694829479794, 'we': 0.0003864290505092803, '<eos>': 0.00037633071746871185}
2018-12-09 22:23:11,008 - lstmimpl - INFO - English: song this know know know this know know this know know this know know this know know this know know