--- /dev/null
+ GNU GENERAL PUBLIC LICENSE
+ Version 2, June 1991
+
+ Copyright (C) 1989, 1991 Free Software Foundation, Inc.,
+ 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
+ Everyone is permitted to copy and distribute verbatim copies
+ of this license document, but changing it is not allowed.
+
+ Preamble
+
+ The licenses for most software are designed to take away your
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+Foundation's software and to any other program whose authors commit to
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+ GNU GENERAL PUBLIC LICENSE
+ TERMS AND CONDITIONS FOR COPYING, DISTRIBUTION AND MODIFICATION
+
+ 0. This License applies to any program or other work which contains
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+ NO WARRANTY
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+ END OF TERMS AND CONDITIONS
+
+ How to Apply These Terms to Your New Programs
+
+ If you develop a new program, and you want it to be of the greatest
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+ This program is free software; you can redistribute it and/or modify
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+
+ This program is distributed in the hope that it will be useful,
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+ Gnomovision version 69, Copyright (C) year name of author
+ Gnomovision comes with ABSOLUTELY NO WARRANTY; for details type `show w'.
+ This is free software, and you are welcome to redistribute it
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+
+The hypothetical commands `show w' and `show c' should show the appropriate
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+
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+
+ Yoyodyne, Inc., hereby disclaims all copyright interest in the program
+ `Gnomovision' (which makes passes at compilers) written by James Hacker.
+
+ <signature of Ty Coon>, 1 April 1989
+ Ty Coon, President of Vice
+
+This General Public License does not permit incorporating your program into
+proprietary programs. If your program is a subroutine library, you may
+consider it more useful to permit linking proprietary applications with the
+library. If this is what you want to do, use the GNU Lesser General
+Public License instead of this License.
--- /dev/null
+/*
+ Copyright (C) 2012, 2013 fmaj7b5.info
+
+ This program is free software: you can redistribute it and/or modify
+ it under the terms of the GNU General Public License as published by
+ the Free Software Foundation, either version 2 of the License, or
+ (at your option) any later version.
+
+ This program is distributed in the hope that it will be useful,
+ but WITHOUT ANY WARRANTY; without even the implied warranty of
+ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+ GNU General Public License for more details.
+
+ You should have received a copy of the GNU General Public License
+ along with this program. If not, see <http://www.gnu.org/licenses/>.
+*/
+
+// mult_matrices.cpp : \83R\83\93\83\\81[\83\8b \83A\83v\83\8a\83P\81[\83V\83\87\83\93\82Ì\83G\83\93\83g\83\8a \83|\83C\83\93\83g\82ð\92è\8b`\82µ\82Ü\82·\81B
+//
+
+#include "stdafx.h"
+
+#include "mult_matrices.h"
+
+using namespace FM7b5;
+
+const size_t g_num(1024 * 1024);
+const size_t g_num_run(10);
+
+std::default_random_engine g_re;
+
+static void random_matrices(float* mat44, const size_t num);
+
+static void disp_matrix(const float* m44);
+static inline void mult_matrix(float* C, const float* A, const float* B);
+static void mult_matrices(float* C, const float* A, const float* B, const size_t num);
+
+static double flops(const size_t num, const double elapsed_ms);
+
+#define FM7b5_USE_CPU
+//#define FM7b5_TRANSPOSED
+
+int _tmain(int argc, _TCHAR* argv[])
+{
+ /* Column-major 4x4 matrices (i.e. M(i, j) = M[i + 4*j] */
+ std::vector<float> A(g_num * 4*4), B(g_num * 4*4), C(g_num * 4*4), C_gpu(g_num * 4*4);
+
+ random_matrices(&A[0], g_num);
+ random_matrices(&B[0], g_num);
+
+ ULONGLONG start, finish;
+ double elapsed_ms;
+
+#ifdef FM7b5_USE_CPU
+ /* CPU */
+ start = GetTickCount64();
+ for (size_t nrun = 0; nrun < g_num_run; ++nrun) {
+ mult_matrices(&C[0], &A[0], &B[0], g_num);
+ }
+ finish = GetTickCount64();
+ elapsed_ms = static_cast<double>(finish - start);
+ printf("1 CPU: %.1f [ms] (%.1f GFLOPS)\n\n", elapsed_ms, static_cast<double>(g_num_run) * flops(g_num, elapsed_ms) / 1e9);
+#endif
+
+ /* GPU */
+ mult_matrices_init_gpu();
+ start = GetTickCount64();
+ for (size_t nrun = 0; nrun < g_num_run; ++nrun) {
+ mult_matrices_gpu(&C_gpu[0], &A[0], &B[0], g_num);
+ }
+ finish = GetTickCount64();
+ elapsed_ms = static_cast<double>(finish - start);
+ printf("GPU: %.1f [ms] (%.1f GFLOPS)\n\n", elapsed_ms, static_cast<double>(g_num_run) * flops(g_num, elapsed_ms) / 1e9);
+
+#if 0
+ disp_matrix(&A[g_num-1]);
+ disp_matrix(&B[g_num-1]);
+
+# ifdef FM7b5_USE_CPU
+ disp_matrix(&C[g_num-1]);
+# endif
+ disp_matrix(&C_gpu[g_num-1]);
+#endif
+
+ return 0;
+}
+
+void
+random_matrices(float* mat44, const size_t num)
+{
+ if (mat44 == NULL || num < 1) {
+ return;
+ }
+
+ std::uniform_real_distribution<float> rand_dist;
+
+ for (size_t i = 0; i < num; ++i) {
+ float* p(mat44 + 16*i);
+
+ for (size_t j = 0; j < 16; ++j)
+ {
+ p[j] = rand_dist(g_re);
+ }
+ }
+}
+
+void
+disp_matrix(const float* m44)
+{
+ for (size_t r = 0; r < 4; ++r) {
+ for (size_t c = 0; c < 4; ++c) {
+ printf("% 7.3f ", m44[r + 4*c]);
+ }
+ printf("\n");
+ }
+ printf("\n");
+}
+
+inline void
+mult_matrix(float* __restrict C, const float* __restrict A, const float* __restrict B)
+{
+ for (size_t i = 0; i < 16; ++i) {
+ C[i] = 0.0;
+ }
+
+#ifdef FM7b5_TRANSPOSED
+ float Bt[16];
+ for (size_t c = 0; c < 4; ++c) {
+ for (size_t r = 0; r < 4; ++r) {
+ Bt[r + 4*c] = B[c + 4*r];
+ }
+ }
+#endif
+
+ for (size_t k = 0; k < 4; ++k) {
+ for (size_t c = 0; c < 4; ++c) {
+ for (size_t r = 0; r < 4; ++r) {
+#ifndef FM7b5_TRANSPOSED
+ C[r + 4*c] += A[r + 4*k] * B[k + 4*c];
+#else
+ C[r + 4*c] += A[r + 4*k] * Bt[c + 4*k];
+#endif
+ }
+ }
+ }
+}
+
+void
+mult_matrices(float* C, const float* A, const float* B, const size_t num)
+{
+#pragma omp parallel for
+ for (int i = 0; i < static_cast<int>(num); ++i) {
+ mult_matrix(C + 16*i, A + 16*i, B + 16*i);
+ }
+}
+
+double
+flops(const size_t num, const double elapsed_ms)
+{
+ /* num of multiplications and additions in a single matrix-matrix multiplication */
+ const int ops(4 * 4 * (4 + 3));
+
+ return static_cast<double>(num * ops) * 1.0e3 / elapsed_ms;
+}
--- /dev/null
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+ <ItemGroup>
+ <CudaCompile Include="mult_matrices.cu" />
+ </ItemGroup>
+ <Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
+ <ImportGroup Label="ExtensionTargets">
+ <Import Project="$(VCTargetsPath)\BuildCustomizations\CUDA 4.2.targets" />
+ </ImportGroup>
+</Project>
\ No newline at end of file
projects / cuda.git / commitdiff