From e5fcec663c49b3ed23d2b444bafaf74bece4ae86 Mon Sep 17 00:00:00 2001 From: Marcin Junczys-Dowmunt Date: Tue, 3 May 2016 23:43:39 +0100 Subject: [PATCH] more coolness --- README.md | 6 ++++-- src/a.out | Bin 199184 -> 156942 bytes src/mad.h | 14 ++++++------- src/test.cpp | 57 +++++++++++++++++++++++++++++---------------------- 4 files changed, 44 insertions(+), 33 deletions(-) diff --git a/README.md b/README.md index a293dfab..55d7813b 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,5 @@ -# MAD +# Marian* -Massively (Parallel) Automatic Differentiation +Parallel Automatic Differentiation Library + +* = in honour of Marian Rejewski, a Polish mathematician and cryptologist. diff --git a/src/a.out b/src/a.out index ebfbbce5c9099c3eb296d74e2d9ce1b1a705cff3..d8b53810290966c12899af05edb5f105c64259a0 100755 GIT binary patch literal 156942 zcmeFac|cXw_6L5>9he*#oUVv^aUcW-aKH)mI-nOtMMX0wKtLrCh(S@)P}C$u%`7d= ztgLLdvdK(wNUVH4r;5y1^q$#8t*FebSMvL;wf8yqfZV?C_s8$QA9e5AYkk&Ud+oK? 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z7@yY4M3~HS!xyj16T|4ek0($`T2QP>R=&%5E*@i2a67C%#A!6i>(nGx(6nf+?)Ldw zNkjq+jL5qY&ie38w>-?{r`7tf?m!i1#|>)BG#TIRSrAAyCz~jYvRL~W(_tG=N- z0v1w`tPU*zMY~D`pw!iBn-15~K_T#co5Ri4)s7Tg>dPMm^w7K{U)AQNYjJz%#0F+u zKD@?NY4GBVJK<-7rA{hBjRshwR}Gh3A^Gt7D@At2G`oTO|rbU?m34!AR)OE3mzb{-E#)C&Q020QS6PyU+1XN^~ z3NA_wXluq^gi5bLJ|$Sq;HFJ&nHsLvh5)AFG!B!5Z_vPL_bTTm zkQLdSQ_}7IC?2h@;k>Z(UyBW_xO&_SgCT))RuAIiU z7=sIfh}M!VY%?7di0z!sq4W)Baweac;gIDNAfzg@-iXTdeVYPG472k_Y%B4qq)q_062bZpwrI|M^gRWsAxi(b^@#V zdrcF%+r4wYj-_Ya?elZ@fJ^)idz{Jm{n9;-v)see@YJ9)p?7A3gK79vAfI;)$3EmN z!vDbS$qZ;$5-ZrCzgx-@(7R?q=iC124mom{Cd)_Ma0Lu0#{H+Df_9lD@3Dnvy!-erHc_e3EByk8-!v>Vi!~A&*u)U7 zS@}6&@oEdQK%*c$^>DNhnmP98+|hip;SKETT$--pId#{ybBPrnQ=HajJdg^c0Yb{h{4ZtG+N+EmCRxQN3V0 z8E6W~d01B@l0G~A5FL9N@iBVm6FzcKH4O0NehZh8Avv@|*LtKecVPOwQ!1#0Lh97A7(iF_DARmr%#@s+zJRrU G9Q_0N)m*0l diff --git a/src/mad.h b/src/mad.h index f55e7bee..47d27be4 100644 --- a/src/mad.h +++ b/src/mad.h @@ -40,7 +40,7 @@ class Vimpl : public Chainable { virtual void set_zero_adjoint() { adj_ = 0; } const Tensor& val() const { return val_; }; - Tensor& adj() { return adj_; }; + Tensor& grad() { return adj_; }; protected: const Tensor val_; @@ -72,15 +72,15 @@ class Var { return vimpl_->val(); } - Tensor& adj() { - return vimpl_->adj(); + Tensor& grad() { + return vimpl_->grad(); } VimplPtr vimpl() const { return vimpl_; } - void grad() { + void calc_gradients() { mad::grad(vimpl_); } @@ -99,7 +99,7 @@ struct LogVimpl : public OpVimpl { LogVimpl(VimplPtr a) : OpVimpl(std::log(a->val()), a) { } void chain() { - a_->adj() += adj_ / a_->val(); + a_->grad() += adj_ / a_->val(); } }; @@ -122,8 +122,8 @@ struct PlusVimplVV : public OpVimplVV { PlusVimplVV(VimplPtr a, VimplPtr b) : OpVimplVV(a->val() + b->val(), a, b) { } void chain() { - a_->adj() += adj_; - b_->adj() += adj_; + a_->grad() += adj_; + b_->grad() += adj_; } }; diff --git a/src/test.cpp b/src/test.cpp index e919925d..2d7a05f4 100644 --- a/src/test.cpp +++ b/src/test.cpp @@ -3,32 +3,41 @@ #include "mad.h" -int main(int argc, char** argv) { +mad::Var layer(size_t max) { using namespace mad; - { - srand(time(NULL)); - size_t max = rand() % 20 + 1; - - Var x0 = 1, x1 = 2, x2 = 3; - std::vector x = { x0, x1, x2 }; - - Var y = 0.0; - for(int i = 0; i < max; i++) { - Var xi = i; - y = y + x0 + log(x2) + x1; - for(int j = 0; j < i; ++i) { - y = y + xi; - x.push_back(xi); - } + + Var x0 = 1, x1 = 2, x2 = 3; + Var y = 0.0; + for(int i = 0; i < max; i++) { + Var xi = i; + y = y + x0 + log(x2) + x1; + for(int j = 0; j < i; ++j) { + y = y + xi; } - - - set_zero_all_adjoints(); - y.grad(); - - std::cerr << "y = " << y.val() << std::endl; - for(int i = 0; i < x.size(); ++i) - std::cerr << "dy/dx_" << i << " = " << x[i].adj() << std::endl; } + + return y; +} + +int main(int argc, char** argv) { + srand(time(NULL)); + + using namespace mad; + + Var y1 = layer(10); + Var y2 = layer(5); + + Var y = y1 + log(y2); + + set_zero_all_adjoints(); + y.calc_gradients(); + + std::cerr << "y1 = " << y1.val() << std::endl; + std::cerr << "y2 = " << y2.val() << std::endl; + std::cerr << "y = " << y.val() << std::endl; + + std::cerr << "dy/dy1 = " << y1.grad() << std::endl; + std::cerr << "dy/dy2 = " << y2.grad() << std::endl; + } \ No newline at end of file