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