Model,Hidden Size,RNN Size,Step,Final Loss
RNN,16,32,1,261.2352640931035
RNN,16,64,1,154.6564223061145
RNN,16,128,1,196.3427066534338
RNN,32,32,1,384.9678237270301
RNN,32,64,1,410.67893423161036
RNN,32,128,1,291.4480094372387
RNN,64,32,1,405.7067755040988
RNN,64,64,1,2116.495914942782
RNN,64,128,1,2116.4957490303145
LSTM,16,32,1,30.830584109669
LSTM,16,64,1,24.41159848763909
LSTM,16,128,1,
LSTM,32,32,1,18.46859591443774
LSTM,32,64,1,20.514015533554723
LSTM,32,128,1,16.6853289604187
LSTM,64,32,1,64.03490912746376
LSTM,64,64,1,15.621828354580302
LSTM,64,128,1,23.594708127035222
GRU,16,32,1,
GRU,16,64,1,
GRU,16,128,1,35.8418803282187
GRU,32,32,1,
GRU,32,64,1,19.816746349066076
GRU,32,128,1,
GRU,64,32,1,
GRU,64,64,1,99.63193988800049
GRU,64,128,1,62.531928075871
RNN,16,32,5,215.5662602169413
RNN,16,64,5,458.9189094221088
RNN,16,128,5,568.8256333042199
RNN,32,32,5,367.05963134765625
RNN,32,64,5,391.08609277429713
RNN,32,128,5,86.18239271137077
RNN,64,32,5,379.8394951618893
RNN,64,64,5,217.72880833585498
RNN,64,128,5,193.88096043761348
LSTM,16,32,5,17.732036187615194
LSTM,16,64,5,12.483971592406151
LSTM,16,128,5,18.235054378778162
LSTM,32,32,5,16.88911421869842
LSTM,32,64,5,13.982023883873309
LSTM,32,128,5,13.012413780454178
LSTM,64,32,5,18.227851189358134
LSTM,64,64,5,18.786675762122787
LSTM,64,128,5,25.950177515056772
GRU,16,32,5,19.275062708787516
GRU,16,64,5,29.5315320995492
GRU,16,128,5,44.03425704257589
GRU,32,32,5,25.158055748738033
GRU,32,64,5,17.85035125302597
GRU,32,128,5,92.48385832343303
GRU,64,32,5,92.20544084360901
GRU,64,64,5,108.83066752259161
GRU,64,128,5,168.5157569562885
RNN,16,32,10,331.5480924794372
RNN,16,64,10,328.6068296835456
RNN,16,128,10,134.54841076488225
RNN,32,32,10,299.88682910758007
RNN,32,64,10,306.9416514651876
RNN,32,128,10,162.43678724262077
RNN,64,32,10,329.1637651685258
RNN,64,64,10,334.56139105138647
RNN,64,128,10,141.24655634920362
LSTM,16,32,10,92.42624144486977
LSTM,16,64,10,14.689397603693143
LSTM,16,128,10,11.110472313115295
LSTM,32,32,10,20.380187215939372
LSTM,32,64,10,15.061512013556252
LSTM,32,128,10,22.62677042249223
LSTM,64,32,10,26.77031899170137
LSTM,64,64,10,24.62572886910237
LSTM,64,128,10,26.26676934873554
GRU,16,32,10,21.257314131293498
GRU,16,64,10,19.206207382846888
GRU,16,128,10,43.89531944167446
GRU,32,32,10,20.500510410523752
GRU,32,64,10,21.27962108397148
GRU,32,128,10,26.415901694499272
GRU,64,32,10,102.7421861836608
GRU,64,64,10,108.29447157953827
GRU,64,128,10,144.37117619581625
RNN,16,32,30,207.72070333991252
RNN,16,64,30,259.24992929378027
RNN,16,128,30,106.49237761698978
RNN,32,32,30,108.70668032471563
RNN,32,64,30,292.42346556757536
RNN,32,128,30,2260.9625183965118
RNN,64,32,30,255.18154520384022
RNN,64,64,30,275.74408292098786
RNN,64,128,30,303.8554754122882
LSTM,16,32,30,120.18003799545933
LSTM,16,64,30,32.07153643352885
LSTM,16,128,30,29.8134809682067
LSTM,32,32,30,30.940696246187454
LSTM,32,64,30,27.958127700107198
LSTM,32,128,30,112.83767892273379
LSTM,64,32,30,130.2808960928044
LSTM,64,64,30,117.1968483589065
LSTM,64,128,30,109.4370427198813
GRU,16,32,30,56.353233820955516
GRU,16,64,30,33.99593487591811
GRU,16,128,30,59.830814415300395
GRU,32,32,30,33.456441832260346
GRU,32,64,30,34.80982407046036
GRU,32,128,30,136.90971965521155
GRU,64,32,30,139.1069736480713
GRU,64,64,30,62.417733837181416
GRU,64,128,30,64.40956481073944