From: Bojan Bozovic <bozovic.bojan@gmail.com>
Subject: GNAT can't vectorize Real_Matrix multiplication from Ada.Numerics.Real_Arrays. What a surprise!
Date: Sat, 17 Feb 2018 04:55:47 -0800 (PST)
Date: 2018-02-17T04:55:47-08:00 [thread overview]
Message-ID: <ef267893-03f7-48d1-8178-d69035e7c5fb@googlegroups.com> (raw)
-- code
with Ada.Calendar;
with Ada.Text_IO;
with Ada.Numerics.Real_Arrays;
use Ada.Calendar;
use Ada.Text_IO;
use Ada.Numerics.Real_Arrays;
procedure Matrix_Mul is
package F_IO is new Ada.Text_IO.Fixed_IO (Day_Duration);
use F_IO;
Start_Time, End_Time : Time;
procedure Put (X : Real_Matrix) is
begin
for I in X'Range (1) loop
for J in X'Range (2) loop
Put (Float'Image (Float (X (I, J))));
end loop;
New_Line;
end loop;
end Put;
Matrix_A, Matrix_B, Result : Real_Matrix (1 .. 4, 1 .. 4);
Elapsed_Time : Duration;
Sum : Float;
begin
Matrix_A :=
((1.0, 1.0, 1.0, 1.0),
(2.0, 2.0, 2.0, 2.0),
(3.0, 3.0, 3.0, 3.0),
(4.0, 4.0, 4.0, 4.0));
Matrix_B :=
((16.0, 15.0, 14.0, 13.0),
(12.0, 11.0, 10.0, 9.0),
(8.0, 7.0, 6.0, 5.0),
(4.0, 3.0, 2.0, 1.0));
Start_Time := Clock;
for Iteration in 1 .. 10_000_000 loop
Result := Matrix_A * Matrix_B;
end loop;
End_Time := Clock;
Elapsed_Time := End_Time - Start_Time;
Put (Result);
New_Line;
Put ("Elapsed Time is ");
Put (Elapsed_Time);
New_Line;
Start_Time := Clock;
for Iteration in 1 .. 10_000_000 loop
for I in Matrix_A'Range (1) loop
for J in Matrix_A'Range (2) loop
Sum := 0.0;
for K in Matrix_A'Range (2) loop
Sum := Sum + Matrix_A (I, K) * Matrix_B (K, J);
end loop;
Result (I, J) := Sum;
end loop;
end loop;
end loop;
End_Time := Clock;
Elapsed_Time := End_Time - Start_Time;
Put (Result);
New_Line;
Put ("Elapsed time is ");
Put (Elapsed_Time);
New_Line;
end Matrix_Mul;
-- end code
Results: FSF GNAT 7.2.0 x64
C:\Users\Bojan\Documents>gnatmake -O3 -fopt-info -march=skylake matrix_mul.adb -largs -s
gcc -c -O3 -fopt-info -march=skylake matrix_mul.adb
matrix_mul.adb:56:41: note: loop turned into non-loop; it never loops.
matrix_mul.adb:56:41: note: loop with 4 iterations completely unrolled
matrix_mul.adb:54:38: note: loop turned into non-loop; it never loops.
matrix_mul.adb:54:38: note: loop with 4 iterations completely unrolled
matrix_mul.adb:53:35: note: loop turned into non-loop; it never loops.
matrix_mul.adb:53:35: note: loop with 4 iterations completely unrolled
matrix_mul.adb:40:15: note: basic block vectorized
matrix_mul.adb:42:26: note: basic block vectorized
matrix_mul.adb:18:31: note: basic block vectorized
matrix_mul.adb:49:9: note: basic block vectorized
C:/MSYS64/MINGW64/lib/gcc/x86_64-w64-mingw32/7.2.0/adainclude/a-tifiio.adb:706:10: note: basic block vectorized
matrix_mul.adb:64:17: note: basic block vectorized
matrix_mul.adb:18:31: note: basic block vectorized
matrix_mul.adb:68:9: note: basic block vectorized
C:/MSYS64/MINGW64/lib/gcc/x86_64-w64-mingw32/7.2.0/adainclude/a-tifiio.adb:706:10: note: basic block vectorized
gnatbind -x matrix_mul.ali
gnatlink matrix_mul.ali -O3 -fopt-info -march=skylake -s
C:\Users\Bojan\Documents>matrix_mul
4.00000E+01 3.60000E+01 3.20000E+01 2.80000E+01
8.00000E+01 7.20000E+01 6.40000E+01 5.60000E+01
1.20000E+02 1.08000E+02 9.60000E+01 8.40000E+01
1.60000E+02 1.44000E+02 1.28000E+02 1.12000E+02
Elapsed Time is 1.338206667
4.00000E+01 3.60000E+01 3.20000E+01 2.80000E+01
8.00000E+01 7.20000E+01 6.40000E+01 5.60000E+01
1.20000E+02 1.08000E+02 9.60000E+01 8.40000E+01
1.60000E+02 1.44000E+02 1.28000E+02 1.12000E+02
Elapsed time is 0.000000445
C:\Users\Bojan\Documents>set path=C:\GNAT\2017\BIN;%path%
Results GPL GNAT/2017 from AdaCore.
C:\Users\Bojan\Documents>gnatmake -O3 -fopt-info -mavx2 matrix_mul.adb -largs -s
gcc -c -O3 -fopt-info -mavx2 matrix_mul.adb
matrix_mul.adb:56:41: note: loop turned into non-loop; it never loops.
matrix_mul.adb:56:41: note: loop with 4 iterations completely unrolled
matrix_mul.adb:54:38: note: loop turned into non-loop; it never loops.
matrix_mul.adb:54:38: note: loop with 4 iterations completely unrolled
matrix_mul.adb:53:35: note: loop turned into non-loop; it never loops.
matrix_mul.adb:53:35: note: loop with 4 iterations completely unrolled
matrix_mul.adb:40:15: note: basic block vectorized
matrix_mul.adb:68:9: note: basic block vectorized
gnatbind -x matrix_mul.ali
gnatlink matrix_mul.ali -O3 -fopt-info -mavx2 -s
C:\Users\Bojan\Documents>matrix_mul
4.00000E+01 3.60000E+01 3.20000E+01 2.80000E+01
8.00000E+01 7.20000E+01 6.40000E+01 5.60000E+01
1.20000E+02 1.08000E+02 9.60000E+01 8.40000E+01
1.60000E+02 1.44000E+02 1.28000E+02 1.12000E+02
Elapsed Time is 2.145337334
4.00000E+01 3.60000E+01 3.20000E+01 2.80000E+01
8.00000E+01 7.20000E+01 6.40000E+01 5.60000E+01
1.20000E+02 1.08000E+02 9.60000E+01 8.40000E+01
1.60000E+02 1.44000E+02 1.28000E+02 1.12000E+02
Elapsed time is 0.000000444
C:\Users\Bojan\Documents>gcc --version
gcc (GCC) 6.3.1 20170510 (for GNAT GPL 2017 20170515)
Copyright (C) 2016 Free Software Foundation, Inc.
This is free software; see the source for copying conditions.
See your AdaCore support agreement for details of warranty and support.
If you do not have a current support agreement, then there is absolutely
no warranty; not even for MERCHANTABILITY or FITNESS FOR A PARTICULAR
PURPOSE.
Should I submit this as bug to AdaCore? My computer is Intel Core i3-6100U (Skylake AVX2). Please try to reproduce.
next reply other threads:[~2018-02-17 12:55 UTC|newest]
Thread overview: 13+ messages / expand[flat|nested] mbox.gz Atom feed top
2018-02-17 12:55 Bojan Bozovic [this message]
2018-02-17 15:17 ` GNAT can't vectorize Real_Matrix multiplication from Ada.Numerics.Real_Arrays. What a surprise! Bojan Bozovic
2018-02-17 15:49 ` Bojan Bozovic
2018-02-18 1:51 ` Bojan Bozovic
2018-02-18 10:35 ` Jeffrey R. Carter
2018-02-18 12:05 ` Bojan Bozovic
2018-02-18 13:31 ` Jeffrey R. Carter
2018-02-18 19:38 ` Bojan Bozovic
2018-02-18 21:48 ` Nasser M. Abbasi
2018-02-18 22:50 ` Bojan Bozovic
2018-02-19 21:08 ` Robert Eachus
2018-02-20 2:31 ` Bojan Bozovic
2018-02-26 6:58 ` Robert Eachus
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