From b003b56dad871690c0476d41b3b9e83633dd22e2 Mon Sep 17 00:00:00 2001 From: novak_99 Date: Tue, 25 May 2021 23:01:03 -0700 Subject: [PATCH] "Vectorized" sinh & cosh --- MLPP/Activation/Activation.cpp | 70 ++++++--------------------------- a.out | Bin 1679384 -> 1679384 bytes main.cpp | 12 +++--- 3 files changed, 19 insertions(+), 63 deletions(-) diff --git a/MLPP/Activation/Activation.cpp b/MLPP/Activation/Activation.cpp index e5483aa..45584e0 100644 --- a/MLPP/Activation/Activation.cpp +++ b/MLPP/Activation/Activation.cpp @@ -532,76 +532,32 @@ namespace MLPP{ } std::vector Activation::sinh(std::vector z, bool deriv){ - if(deriv){ - std::vector deriv; - deriv.resize(z.size()); - for(int i = 0; i < z.size(); i++){ - deriv[i] = sinh(z[i], 1); - } - return deriv; - } - std::vector a; - a.resize(z.size()); - for(int i = 0; i < z.size(); i++){ - a[i] = sinh(z[i]); - } - return a; + if(deriv){ return cosh(z); } + LinAlg alg; + return alg.scalarMultiply(0.5, alg.subtraction(alg.exp(z), alg.exp(alg.scalarMultiply(-1, z)))); } std::vector> Activation::sinh(std::vector> z, bool deriv){ - if(deriv){ - std::vector> deriv; - deriv.resize(z.size()); - for(int i = 0; i < z.size(); i++){ - deriv[i] = sinh(z[i], 1); - } - return deriv; - } - std::vector> a; - a.resize(z.size()); - for(int i = 0; i < z.size(); i++){ - a[i] = sinh(z[i]); - } - return a; + if(deriv){ return cosh(z); } + LinAlg alg; + return alg.scalarMultiply(0.5, alg.subtraction(alg.exp(z), alg.exp(alg.scalarMultiply(-1, z)))); } double Activation::cosh(double z, bool deriv){ - if(deriv){ return cosh(z); } + if(deriv){ return sinh(z); } return 0.5 * (exp(z) + exp(-z)); } std::vector Activation::cosh(std::vector z, bool deriv){ - if(deriv){ - std::vector deriv; - deriv.resize(z.size()); - for(int i = 0; i < z.size(); i++){ - deriv[i] = sinh(z[i], 1); - } - return deriv; - } - std::vector a; - a.resize(z.size()); - for(int i = 0; i < z.size(); i++){ - a[i] = cosh(z[i]); - } - return a; + if(deriv){ return sinh(z); } + LinAlg alg; + return alg.scalarMultiply(0.5, alg.addition(alg.exp(z), alg.exp(alg.scalarMultiply(-1, z)))); } std::vector> Activation::cosh(std::vector> z, bool deriv){ - if(deriv){ - std::vector> deriv; - deriv.resize(z.size()); - for(int i = 0; i < z.size(); i++){ - deriv[i] = cosh(z[i], 1); - } - return deriv; - } - std::vector> a; - a.resize(z.size()); - for(int i = 0; i < z.size(); i++){ - a[i] = cosh(z[i]); - } - return a; + if(deriv){ return sinh(z); } + LinAlg alg; + return alg.scalarMultiply(0.5, alg.addition(alg.exp(z), alg.exp(alg.scalarMultiply(-1, z)))); } double Activation::tanh(double z, bool deriv){ diff --git a/a.out b/a.out index e791741930f53958c78fd6d6b3467b0774fc4dea..357367423f958708ea1bb4334c6a7603df1cd6c3 100755 GIT binary patch delta 246095 zcmbq+1yohb_rEhI=nE(flA<7}*xjNi1_l;(U<-C4778Ly^r+kJ4n*(6gMnh}v#?vS zFLoG_dZPq$Zc;)a0(x4ARhc`d&5Fe}*ZWwB1*-oGj$7RGleYO znw2OK8Wi_DXx1C6p!n)ndRU?stiGrpy6e(*uSI0FRIf}EGEIsu6F>$@$z@L3H<-m_ 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zt;PNnoR`L#S{fGZkX`bvzrt=`d{%aL;;X+V@9d|)=o_5fMgBx$CxPg00+)BGU@r}0 zcgyDUIpI@sXb-mfC|G|K zCm+JS>v2%SiZ{sFW_}CS=120GVqSKqzeawc95vtUmb?Bpwgje9(Ca4} zB4c=It(N2C@Cb9d=1!wZUKw}G-e~d#zmU(~&mMbS_6u0h8QJM)Y>q#xR|5@BI|^pW zUT+4tJxku}hd*!eP1NTf*9Hy3|H^Umf)zf61&!pB=1w=XC#Rm(_5YLt(PdiU2^yl4 zaig4-AOBSYE+yZo3CBj@BeFXZSDYlD>5uO|h11LR^Z)G%WK-1kp^5U$IF?pMh<%5+y0f{Y69YAN9`%*jb6^%Ng?( z5#e~Xa&`tQz9L6v;*sa*PgrZ&<#QEqrc z_v = {4, 5}; - alg.printVector(avn.swish(z_v)); - alg.printVector(avn.swish(z_v, 1)); + alg.printVector(avn.sinh(z_v)); + alg.printVector(avn.sinh(z_v, 1)); std::vector> Z_m = {{4, 5}}; - alg.printMatrix(avn.swish(Z_m)); - alg.printMatrix(avn.swish(Z_m, 1)); + alg.printMatrix(avn.sinh(Z_m)); + alg.printMatrix(avn.sinh(Z_m, 1)); // alg.printMatrix(alg.pinverse({{1,2}, {3,4}}));