From 7ae3b348b9a9b9704d0511a1448c9c2a61ed088b Mon Sep 17 00:00:00 2001 From: novak_99 Date: Wed, 26 May 2021 17:09:49 -0700 Subject: [PATCH] =?UTF-8?q?Added=20LinAlg.full=20&=20LinAlg.zerovec,=20cha?= =?UTF-8?q?nged=20implementation=20of=20LinAlg.onevec=20&=20LinAlg.onemat,?= =?UTF-8?q?=20=E2=80=9Cvectorized=E2=80=9D=20csch,=20sech,=20coth?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- MLPP/Activation/Activation.cpp | 104 ++++++--------------------------- MLPP/LinAlg/LinAlg.cpp | 40 ++++++++----- MLPP/LinAlg/LinAlg.hpp | 6 ++ a.out | Bin 1677696 -> 1677824 bytes main.cpp | 19 +++--- 5 files changed, 61 insertions(+), 108 deletions(-) diff --git a/MLPP/Activation/Activation.cpp b/MLPP/Activation/Activation.cpp index c2bc5ba..f4a91cc 100644 --- a/MLPP/Activation/Activation.cpp +++ b/MLPP/Activation/Activation.cpp @@ -570,78 +570,34 @@ namespace MLPP{ } std::vector Activation::csch(std::vector z, bool deriv){ - if(deriv){ - std::vector deriv; - deriv.resize(z.size()); - for(int i = 0; i < z.size(); i++){ - deriv[i] = csch(z[i], 1); - } - return deriv; - } - std::vector a; - a.resize(z.size()); - for(int i = 0; i < z.size(); i++){ - a[i] = csch(z[i]); - } - return a; + LinAlg alg; + if(deriv){ return alg.hadamard_product(alg.scalarMultiply(-1, csch(z)), coth(z)); } + return alg.elementWiseDivision(alg.onevec(z.size()), sinh(z)); } std::vector> Activation::csch(std::vector> z, bool deriv){ - if(deriv){ - std::vector> deriv; - deriv.resize(z.size()); - for(int i = 0; i < z.size(); i++){ - deriv[i] = csch(z[i], 1); - } - return deriv; - } - std::vector> a; - a.resize(z.size()); - for(int i = 0; i < z.size(); i++){ - a[i] = csch(z[i]); - } - return a; + LinAlg alg; + if(deriv){ return alg.hadamard_product(alg.scalarMultiply(-1, csch(z)), coth(z)); } + return alg.elementWiseDivision(alg.onemat(z.size(), z[0].size()), sinh(z)); } double Activation::sech(double z, bool deriv){ if(deriv){ return -sech(z) * tanh(z); } - return 2 / (exp(z) + exp(-z)); + return 1 / cosh(z); } std::vector Activation::sech(std::vector z, bool deriv){ - if(deriv){ - std::vector deriv; - deriv.resize(z.size()); - for(int i = 0; i < z.size(); i++){ - deriv[i] = sech(z[i], 1); - } - return deriv; - } - std::vector a; - a.resize(z.size()); - for(int i = 0; i < z.size(); i++){ - a[i] = sech(z[i]); - } - return a; + LinAlg alg; + if(deriv){ return alg.hadamard_product(alg.scalarMultiply(-1, sech(z)), tanh(z)); } + return alg.elementWiseDivision(alg.onevec(z.size()), cosh(z)); // return activation(z, deriv, static_cast(&sech)); } std::vector> Activation::sech(std::vector> z, bool deriv){ - if(deriv){ - std::vector> deriv; - deriv.resize(z.size()); - for(int i = 0; i < z.size(); i++){ - deriv[i] = sech(z[i], 1); - } - return deriv; - } - std::vector> a; - a.resize(z.size()); - for(int i = 0; i < z.size(); i++){ - a[i] = sech(z[i]); - } - return a; + LinAlg alg; + if(deriv){ return alg.hadamard_product(alg.scalarMultiply(-1, sech(z)), tanh(z)); } + return alg.elementWiseDivision(alg.onemat(z.size(), z[0].size()), cosh(z)); // return activation(z, deriv, static_cast(&sech)); } @@ -653,37 +609,15 @@ namespace MLPP{ } std::vector Activation::coth(std::vector z, bool deriv){ - if(deriv){ - std::vector deriv; - deriv.resize(z.size()); - for(int i = 0; i < z.size(); i++){ - deriv[i] = coth(z[i], 1); - } - return deriv; - } - std::vector a; - a.resize(z.size()); - for(int i = 0; i < z.size(); i++){ - a[i] = coth(z[i]); - } - return a; + LinAlg alg; + if(deriv){ return alg.hadamard_product(alg.scalarMultiply(-1, csch(z)), csch(z)); } + return alg.elementWiseDivision(alg.onevec(z.size()), tanh(z)); } std::vector> Activation::coth(std::vector> z, bool deriv){ - if(deriv){ - std::vector> deriv; - deriv.resize(z.size()); - for(int i = 0; i < z.size(); i++){ - deriv[i] = coth(z[i], 1); - } - return deriv; - } - std::vector> a; - a.resize(z.size()); - for(int i = 0; i < z.size(); i++){ - a[i] = coth(z[i]); - } - return a; + LinAlg alg; + if(deriv){ return alg.hadamard_product(alg.scalarMultiply(-1, csch(z)), csch(z)); } + return alg.elementWiseDivision(alg.onemat(z.size(), z[0].size()), tanh(z)); } double Activation::arsinh(double z, bool deriv){ diff --git a/MLPP/LinAlg/LinAlg.cpp b/MLPP/LinAlg/LinAlg.cpp index bb0e74b..41296e1 100644 --- a/MLPP/LinAlg/LinAlg.cpp +++ b/MLPP/LinAlg/LinAlg.cpp @@ -300,17 +300,21 @@ namespace MLPP{ } std::vector> LinAlg::onemat(int n, int m){ - std::vector> onemat; - onemat.resize(n); - for(int i = 0; i < onemat.size(); i++){ - onemat[i].resize(m); + return full(n, m, 1); + } + + std::vector> LinAlg::full(int n, int m, int k){ + std::vector> full; + full.resize(n); + for(int i = 0; i < full.size(); i++){ + full[i].resize(m); } - for(int i = 0; i < onemat.size(); i++){ - for(int j = 0; j < onemat[i].size(); j++){ - onemat[i][j] = 1; + for(int i = 0; i < full.size(); i++){ + for(int j = 0; j < full[i].size(); j++){ + full[i][j] = k; } } - return onemat; + return full; } std::vector> LinAlg::round(std::vector> A){ @@ -640,13 +644,23 @@ namespace MLPP{ return c; } + std::vector LinAlg::zerovec(int n){ + std::vector zerovec; + zerovec.resize(n); + return zerovec; + } + std::vector LinAlg::onevec(int n){ - std::vector onevec; - onevec.resize(n); - for(int i = 0; i < onevec.size(); i++){ - onevec[i] = 1; + return full(n, 1); + } + + std::vector LinAlg::full(int n, int k){ + std::vector full; + full.resize(n); + for(int i = 0; i < full.size(); i++){ + full[i] = k; } - return onevec; + return full; } double LinAlg::max(std::vector a){ diff --git a/MLPP/LinAlg/LinAlg.hpp b/MLPP/LinAlg/LinAlg.hpp index f9ec1c6..ff41181 100644 --- a/MLPP/LinAlg/LinAlg.hpp +++ b/MLPP/LinAlg/LinAlg.hpp @@ -58,6 +58,8 @@ namespace MLPP{ std::vector> onemat(int n, int m); + std::vector> full(int n, int m, int k); + std::vector> round(std::vector> A); std::vector> identity(double d); @@ -102,8 +104,12 @@ namespace MLPP{ double dot(std::vector a, std::vector b); + std::vector 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alg.printMatrix(alg.pinverse({{1,2}, {3,4}})); + // // alg.printMatrix(alg.pinverse({{1,2}, {3,4}})); - return 0; } \ No newline at end of file