110 lines
3.4 KiB
CSV
110 lines
3.4 KiB
CSV
Model,Hidden Size,RNN Size,Step,Final Loss
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RNN,16,32,1,372.1873533829399
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RNN,16,64,1,371.67606353759766
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RNN,16,128,1,328.19922903309697
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RNN,32,32,1,376.71770842179006
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RNN,32,64,1,369.6340640524159
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RNN,32,128,1,281.8589802617612
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RNN,64,32,1,378.75125188412875
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RNN,64,64,1,405.08673095703125
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RNN,64,128,1,1088.4633191979449
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LSTM,16,32,1,152.01849580847698
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LSTM,16,64,1,152.46532937754756
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LSTM,16,128,1,39.81503051260243
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LSTM,32,32,1,45.500295265861176
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LSTM,32,64,1,51.218478575996734
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LSTM,32,128,1,32.29804623645285
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LSTM,64,32,1,105.44863045733908
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LSTM,64,64,1,62.87264318051545
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LSTM,64,128,1,170.77305080579674
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GRU,16,32,1,23.525951261105746
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GRU,16,64,1,20.953380501788594
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GRU,16,128,1,50.10249718375828
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GRU,32,32,1,149.08109225397524
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GRU,32,64,1,40.437404922817066
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GRU,32,128,1,34.31250389762547
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GRU,64,32,1,154.5310813240383
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GRU,64,64,1,47.95653426128885
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GRU,64,128,1,263.4846937760063
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RNN,16,32,5,326.2015085634978
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RNN,16,64,5,384.77328723409903
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RNN,16,128,5,1099.3475819463315
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RNN,32,32,5,246.47076250159222
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RNN,32,64,5,329.85308439835256
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RNN,32,128,5,1098.7943765391474
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RNN,64,32,5,477.369012583857
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RNN,64,64,5,365.6013999607252
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RNN,64,128,5,413.95318603515625
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LSTM,16,32,5,24.514795303344727
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LSTM,16,64,5,24.9299375285273
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LSTM,16,128,5,34.382882035296895
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LSTM,32,32,5,171.14435179337212
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LSTM,32,64,5,185.21222504325536
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LSTM,32,128,5,24.800554503565248
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LSTM,64,32,5,183.13448831309444
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LSTM,64,64,5,37.47129328354545
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LSTM,64,128,5,51.097612007804535
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GRU,16,32,5,30.631973432457965
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GRU,16,64,5,30.393669625987176
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GRU,16,128,5,55.05557930987814
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GRU,32,32,5,54.14869615306025
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GRU,32,64,5,167.3384770932405
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GRU,32,128,5,50.49319474593453
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GRU,64,32,5,170.90516430398694
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GRU,64,64,5,153.55044091266134
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GRU,64,128,5,53.40392129317574
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RNN,16,32,10,285.0945102857507
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RNN,16,64,10,361.18107339610225
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RNN,16,128,10,320.00166884712553
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RNN,32,32,10,359.23063095756197
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RNN,32,64,10,351.7510011092476
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RNN,32,128,10,126.81333442356275
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RNN,64,32,10,336.1739501953125
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RNN,64,64,10,342.61622918170434
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RNN,64,128,10,208.79256007982337
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LSTM,16,32,10,47.18654777692712
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LSTM,16,64,10,35.0142301061879
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LSTM,16,128,10,31.15265079166578
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LSTM,32,32,10,57.50707398290219
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LSTM,32,64,10,21.263865159905475
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LSTM,32,128,10,39.93263937079388
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LSTM,64,32,10,57.33804578366487
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LSTM,64,64,10,52.7249521587206
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LSTM,64,128,10,59.768143446549125
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GRU,16,32,10,28.489941555520762
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GRU,16,64,10,25.493946241295856
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GRU,16,128,10,35.874996682871945
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GRU,32,32,10,39.71779649154
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GRU,32,64,10,33.58222509467083
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GRU,32,128,10,36.87489372750987
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GRU,64,32,10,55.22760449285092
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GRU,64,64,10,168.17254008417544
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GRU,64,128,10,76.96743749535602
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RNN,16,32,30,245.38945504893428
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RNN,16,64,30,303.7835593845533
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RNN,16,128,30,1168.2417987325916
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RNN,32,32,30,221.63304668924084
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RNN,32,64,30,274.024205746858
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RNN,32,128,30,1167.9884391452956
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RNN,64,32,30,316.6191160782524
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RNN,64,64,30,252.00204235574475
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RNN,64,128,30,1168.0314676036005
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LSTM,16,32,30,46.3279622119406
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LSTM,16,64,30,32.77271196116572
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LSTM,16,128,30,1168.1180778171706
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LSTM,32,32,30,192.53192719169286
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LSTM,32,64,30,40.278250404026195
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LSTM,32,128,30,35.424202234848686
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LSTM,64,32,30,51.08382113083549
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LSTM,64,64,30,186.7356419770614
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LSTM,64,128,30,177.50895442133364
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GRU,16,32,30,35.31677892933721
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GRU,16,64,30,34.573822394661285
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GRU,16,128,30,55.778304846390434
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GRU,32,32,30,65.31020172782566
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GRU,32,64,30,37.21405522719674
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GRU,32,128,30,38.621485295503035
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GRU,64,32,30,120.50829563970152
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GRU,64,64,30,75.70721891651984
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GRU,64,128,30,189.14709671683934
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