From e5598185ddcf2658c2eb0e2467d20ec6f3c62f86 Mon Sep 17 00:00:00 2001 From: novak_99 Date: Fri, 28 May 2021 20:56:36 -0700 Subject: [PATCH] "Vectorized" implementation of SGD for Tanh Reg --- MLPP/TanhReg/TanhReg.cpp | 20 ++++++-------------- a.out | Bin 1696656 -> 1696648 bytes 2 files changed, 6 insertions(+), 14 deletions(-) diff --git a/MLPP/TanhReg/TanhReg.cpp b/MLPP/TanhReg/TanhReg.cpp index 89984a5..a7bb84c 100644 --- a/MLPP/TanhReg/TanhReg.cpp +++ b/MLPP/TanhReg/TanhReg.cpp @@ -66,6 +66,7 @@ namespace MLPP{ } void TanhReg::SGD(double learning_rate, int max_epoch, bool UI){ + LinAlg alg; Reg regularization; Utilities util; double cost_prev = 0; @@ -80,24 +81,15 @@ namespace MLPP{ double y_hat = Evaluate(inputSet[outputIndex]); cost_prev = Cost({y_hat}, {outputSet[outputIndex]}); + double error = y_hat - outputSet[outputIndex]; - for(int i = 0; i < k; i++){ - - // Calculating the weight gradients - - double w_gradient = (y_hat - outputSet[outputIndex]) * (1 - y_hat * y_hat) * inputSet[outputIndex][i]; - - - // Weight updation - weights[i] -= learning_rate * w_gradient; - } + // Weight Updation + weights = alg.subtraction(weights, alg.scalarMultiply(learning_rate * error * (1 - y_hat * y_hat), inputSet[outputIndex])); weights = regularization.regWeights(weights, lambda, alpha, reg); - // Calculating the bias gradients - double b_gradient = (y_hat - outputSet[outputIndex]) * (1 - y_hat * y_hat); - // Bias updation - bias -= learning_rate * b_gradient; + bias -= learning_rate * error * (1 - y_hat * y_hat); + y_hat = Evaluate({inputSet[outputIndex]}); if(UI) { diff --git a/a.out b/a.out index 000a1f33e45546690a2e2a0da986c7a78e79878f..bc25340c77759fc8aa5104d08aa40e526c842a76 100755 GIT binary patch delta 267943 zcmbTeXFwFm^FK^?&nzsk3rG+_qNo^9j9>%?>5>l(afljYrzq}cRvaY_$K1?`YHr;|DmK%2n0ir?EZrBnk{qd? zIKlqIA4424+$2|Yo+8E7V;ddRX!4v5&NmRDKe~- z{M|}z-3x1*;jQL}D(V+omA)~osEYIBsS=^usF&Q#fI zWfpRbb7vEmxyo7ds16<5Nnf zh(zLlI<9 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