Merge branch 'develop' into feature/mpi3

Conflicts:
	lib/simd/Grid_avx512.h

.gitignore

@@ -5,7 +5,6 @@
 *.o
 *.obj
 
-
 # Editor files #
 ################
 *~
@@ -48,6 +47,7 @@ Config.h.in
 config.log
 config.status
 .deps
+*.inc
 
 # http://www.gnu.org/software/autoconf #
 ########################################
@@ -62,19 +62,8 @@ stamp-h1
 config.sub
 config.guess
 INSTALL
-
+.dirstamp
-# Packages #
+ltmain.sh
-############
-# it's better to unpack these files and commit the raw source
-# git has its own built in compression methods
-*.7z
-*.dmg
-*.gz
-*.iso
-*.jar
-*.rar
-*.tar
-*.zip
  
 # Logs and databases #
 ######################
@@ -94,9 +83,22 @@ Thumbs.db
 
 # build directory #
 ###################
-build/*
+build*/*
 
 # IDE related files #
 #####################
 *.xcodeproj/*
 build.sh
+
+# Eigen source #
+################
+lib/Eigen/*
+
+# FFTW source #
+################
+lib/fftw/*
+
+# libtool macros #
+##################
+m4/lt*
+m4/libtool.m4

.travis.yml

@@ -0,0 +1,106 @@
+language: cpp
+
+cache:
+  directories:
+    - clang
+
+matrix:
+  include:
+    - os:        osx
+      osx_image: xcode7.2
+      compiler: clang
+    - compiler: gcc
+      addons:
+        apt:
+          sources:
+            - ubuntu-toolchain-r-test
+          packages:
+            - g++-4.9
+            - libmpfr-dev
+            - libgmp-dev
+            - libmpc-dev
+            - libopenmpi-dev
+            - openmpi-bin
+            - binutils-dev
+      env: VERSION=-4.9
+    - compiler: gcc
+      addons:
+        apt:
+          sources:
+            - ubuntu-toolchain-r-test
+          packages:
+            - g++-5
+            - libmpfr-dev
+            - libgmp-dev
+            - libmpc-dev
+            - libopenmpi-dev
+            - openmpi-bin
+            - binutils-dev
+      env: VERSION=-5
+    - compiler: clang
+      addons:
+        apt:
+          sources:
+            - ubuntu-toolchain-r-test
+          packages:
+            - g++-4.8
+            - libmpfr-dev
+            - libgmp-dev
+            - libmpc-dev
+            - libopenmpi-dev
+            - openmpi-bin
+            - binutils-dev
+      env: CLANG_LINK=http://llvm.org/releases/3.8.0/clang+llvm-3.8.0-x86_64-linux-gnu-ubuntu-14.04.tar.xz
+    - compiler: clang
+      addons:
+        apt:
+          sources:
+            - ubuntu-toolchain-r-test
+          packages:
+            - g++-4.8
+            - libmpfr-dev
+            - libgmp-dev
+            - libmpc-dev
+            - libopenmpi-dev
+            - openmpi-bin
+            - binutils-dev
+      env: CLANG_LINK=http://llvm.org/releases/3.7.0/clang+llvm-3.7.0-x86_64-linux-gnu-ubuntu-14.04.tar.xz
+      
+before_install:
+    - export GRIDDIR=`pwd`
+    - if [[ "$TRAVIS_OS_NAME" == "linux" ]] && [[ "$CC" == "clang" ]] && [ ! -e clang/bin ]; then wget $CLANG_LINK; tar -xf `basename $CLANG_LINK`; mkdir clang; mv clang+*/* clang/; fi
+    - if [[ "$TRAVIS_OS_NAME" == "linux" ]] && [[ "$CC" == "clang" ]]; then export PATH="${GRIDDIR}/clang/bin:${PATH}"; fi
+    - if [[ "$TRAVIS_OS_NAME" == "linux" ]] && [[ "$CC" == "clang" ]]; then export LD_LIBRARY_PATH="${GRIDDIR}/clang/lib:${LD_LIBRARY_PATH}"; fi
+    - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then brew update; fi
+    - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then brew install libmpc; fi
+    - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then brew install openmpi; fi
+    - if [[ "$TRAVIS_OS_NAME" == "osx" ]] && [[ "$CC" == "gcc" ]]; then brew install gcc5; fi
+    
+install:
+    - export CC=$CC$VERSION
+    - export CXX=$CXX$VERSION
+    - echo $PATH
+    - which $CC
+    - $CC  --version
+    - which $CXX
+    - $CXX --version
+    - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then export LDFLAGS='-L/usr/local/lib'; fi
+    
+script:
+    - ./bootstrap.sh
+    - mkdir build
+    - cd build
+    - ../configure --enable-precision=single --enable-simd=SSE4 --enable-comms=none
+    - make -j4 
+    - ./benchmarks/Benchmark_dwf --threads 1
+    - echo make clean
+    - ../configure --enable-precision=double --enable-simd=SSE4 --enable-comms=none
+    - make -j4
+    - ./benchmarks/Benchmark_dwf --threads 1
+    - echo make clean
+    - if [[ "$TRAVIS_OS_NAME" == "linux" ]]; then export CXXFLAGS='-DMPI_UINT32_T=MPI_UNSIGNED -DMPI_UINT64_T=MPI_UNSIGNED_LONG'; fi
+    - ../configure --enable-precision=single --enable-simd=SSE4 --enable-comms=mpi-auto
+    - make -j4
+    - if [[ "$TRAVIS_OS_NAME" == "linux" ]]; then mpirun.openmpi -n 2 ./benchmarks/Benchmark_dwf --threads 1 --mpi 2.1.1.1; fi
+    - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then mpirun -n 2 ./benchmarks/Benchmark_dwf --threads 1 --mpi 2.1.1.1; fi
+

AUTHORS

@@ -1,5 +1,4 @@
-Peter Boyle
+Author: Azusa Yamaguchi <ayamaguc@staffmail.ed.ac.uk>
-Azusa Yamaguchi
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
-Intel Parallel Computing Centre @ Higgs Centre for Theoretical Physics
+Author: Peter Boyle <peterboyle@MacBook-Pro.local>
-University of Edinburgh
+Author: paboyle <paboyle@ph.ed.ac.uk>
-Scotland, UK

COPYING

@@ -1,622 +1,281 @@
-                    GNU GENERAL PUBLIC LICENSE
+                   GNU GENERAL PUBLIC LICENSE
-                       Version 3, 29 June 2007
+                       Version 2, June 1991
 
- Copyright (C) 2007 Free Software Foundation, Inc. <http://fsf.org/>
+ 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 GNU General Public License is a free, copyleft license for
+  The licenses for most software are designed to take away your
-software and other kinds of works.
+freedom to share and change it.  By contrast, the GNU General Public
-
+License is intended to guarantee your freedom to share and change free
-  The licenses for most software and other practical works are designed
+software--to make sure the software is free for all its users.  This
-to take away your freedom to share and change the works.  By contrast,
+General Public License applies to most of the Free Software
-the GNU General Public License is intended to guarantee your freedom to
+Foundation's software and to any other program whose authors commit to
-share and change all versions of a program--to make sure it remains free
+using it.  (Some other Free Software Foundation software is covered by
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+the GNU Lesser General Public License instead.)  You can apply it to
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   When we speak of free software, we are referring to freedom, not
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-  13. Use with the GNU Affero General Public License.
+If any portion of this section is held invalid or unenforceable under
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-  14. Revised Versions of this License.
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+
+  9. The Free Software Foundation may publish revised and/or new versions
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 be similar in spirit to the present version, but may differ in detail to
 address new problems or concerns.
 
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-GNU General Public License, you may choose any version ever published
+Foundation.
-by the Free Software Foundation.
 
-  If the Program specifies that a proxy can decide which future
+  10. If you wish to incorporate parts of the Program into other free
-versions of the GNU General Public License can be used, that proxy's
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+of preserving the free status of all derivatives of our free software and
+of promoting the sharing and reuse of software generally.
 
-  Later license versions may give you additional or different
+                            NO WARRANTY
-permissions.  However, no additional obligations are imposed on any
-author or copyright holder as a result of your choosing to follow a
-later version.
 
-  15. Disclaimer of Warranty.
+  11. BECAUSE THE PROGRAM IS LICENSED FREE OF CHARGE, THERE IS NO WARRANTY
+FOR THE PROGRAM, TO THE EXTENT PERMITTED BY APPLICABLE LAW.  EXCEPT WHEN
+OTHERWISE STATED IN WRITING THE COPYRIGHT HOLDERS AND/OR OTHER PARTIES
+PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY OF ANY KIND, EITHER EXPRESSED
+OR IMPLIED, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF
+MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE.  THE ENTIRE RISK AS
+TO THE QUALITY AND PERFORMANCE OF THE PROGRAM IS WITH YOU.  SHOULD THE
+PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF ALL NECESSARY SERVICING,
+REPAIR OR CORRECTION.
 
-  THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY
+  12. IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING
-APPLICABLE LAW.  EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT
+WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MAY MODIFY AND/OR
-HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY
+REDISTRIBUTE THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES,
-OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO,
+INCLUDING ANY GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING
-THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
+OUT OF THE USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED
-PURPOSE.  THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM
+TO LOSS OF DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY
-IS WITH YOU.  SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF
+YOU OR THIRD PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER
-ALL NECESSARY SERVICING, REPAIR OR CORRECTION.
+PROGRAMS), EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE
-
+POSSIBILITY OF SUCH DAMAGES.
-  16. Limitation of Liability.
-
-  IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING
-WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS
-THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY
-GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE
-USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF
-DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD
-PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS),
-EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF
-SUCH DAMAGES.
-
-  17. Interpretation of Sections 15 and 16.
-
-  If the disclaimer of warranty and limitation of liability provided
-above cannot be given local legal effect according to their terms,
-reviewing courts shall apply local law that most closely approximates
-an absolute waiver of all civil liability in connection with the
-Program, unless a warranty or assumption of liability accompanies a
-copy of the Program in return for a fee.
 
                      END OF TERMS AND CONDITIONS
 
@@ -628,15 +287,15 @@ free software which everyone can redistribute and change under these terms.
 
   To do so, attach the following notices to the program.  It is safest
 to attach them to the start of each source file to most effectively
-state the exclusion of warranty; and each file should have at least
+convey the exclusion of warranty; and each file should have at least
 the "copyright" line and a pointer to where the full notice is found.
 
     <one line to give the program's name and a brief idea of what it does.>
     Copyright (C) <year>  <name of author>
 
-    This program is free software: you can redistribute it and/or modify
+    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 3 of the License, or
+    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,
@@ -644,31 +303,38 @@ the "copyright" line and a pointer to where the full notice is found.
     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
+    You should have received a copy of the GNU General Public License along
-    along with this program.  If not, see <http://www.gnu.org/licenses/>.
+    with this program; if not, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
 
 Also add information on how to contact you by electronic and paper mail.
 
-  If the program does terminal interaction, make it output a short
+If the program is interactive, make it output a short notice like this
-notice like this when it starts in an interactive mode:
+when it starts in an interactive mode:
 
-    <program>  Copyright (C) <year>  <name of author>
+    Gnomovision version 69, Copyright (C) year name of author
-    This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'.
+    Gnomovision comes with ABSOLUTELY NO WARRANTY; for details type `show w'.
     This is free software, and you are welcome to redistribute it
     under certain conditions; type `show c' for details.
 
 The hypothetical commands `show w' and `show c' should show the appropriate
-parts of the General Public License.  Of course, your program's commands
+parts of the General Public License.  Of course, the commands you use may
-might be different; for a GUI interface, you would use an "about box".
+be called something other than `show w' and `show c'; they could even be
+mouse-clicks or menu items--whatever suits your program.
 
-  You should also get your employer (if you work as a programmer) or school,
+You should also get your employer (if you work as a programmer) or your
-if any, to sign a "copyright disclaimer" for the program, if necessary.
+school, if any, to sign a "copyright disclaimer" for the program, if
-For more information on this, and how to apply and follow the GNU GPL, see
+necessary.  Here is a sample; alter the names:
-<http://www.gnu.org/licenses/>.
+
+  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.
 
-  The GNU 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.  But first, please read
-<http://www.gnu.org/philosophy/why-not-lgpl.html>.

LICENSE

@@ -1,7 +1,7 @@
-GNU GENERAL PUBLIC LICENSE
+                   GNU GENERAL PUBLIC LICENSE
                        Version 2, June 1991
 
- Copyright (C) 1989, 1991 Free Software Foundation, Inc., <http://fsf.org/>
+ 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.
@@ -290,8 +290,8 @@ to attach them to the start of each source file to most effectively
 convey the exclusion of warranty; and each file should have at least
 the "copyright" line and a pointer to where the full notice is found.
 
-    {description}
+    <one line to give the program's name and a brief idea of what it does.>
-    Copyright (C) {year}  {fullname}
+    Copyright (C) <year>  <name of author>
 
     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
@@ -329,7 +329,7 @@ necessary.  Here is a sample; alter the names:
   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
+  <signature of Ty Coon>, 1 April 1989
   Ty Coon, President of Vice
 
 This General Public License does not permit incorporating your program into

Makefile.am

@@ -1,5 +1,5 @@
 # additional include paths necessary to compile the C++ library
-AM_CXXFLAGS = -I$(top_srcdir)/
+SUBDIRS = lib benchmarks tests
-SUBDIRS = lib tests benchmarks
 
-filelist: $(SUBDIRS)
+AM_CXXFLAGS += -I$(top_builddir)/include
+ACLOCAL_AMFLAGS = -I m4

README.md

@@ -1,6 +1,28 @@
 # Grid
-Data parallel C++ mathematical object library
+<table>
+<tr>
+    <td>Last stable release</td>
+    <td><a href="https://travis-ci.org/paboyle/Grid">
+    <img src="https://travis-ci.org/paboyle/Grid.svg?branch=master"></a>
+    </td>
+</tr>
+<tr>
+    <td>Development branch</td>
+    <td><a href="https://travis-ci.org/paboyle/Grid">
+    <img src="https://travis-ci.org/paboyle/Grid.svg?branch=develop"></a>
+    </td>
+</tr>
+</table>
 
+**Data parallel C++ mathematical object library.**
+
+Please send all pull requests to the `develop` branch.
+
+License: GPL v2.
+
+Last update 2016/08/03.
+
+### Description
 This library provides data parallel C++ container classes with internal memory layout
 that is transformed to map efficiently to SIMD architectures. CSHIFT facilities
 are provided, similar to HPF and cmfortran, and user control is given over the mapping of
@@ -20,31 +42,75 @@ optimally use MPI, OpenMP and SIMD parallelism under the hood. This is a signifi
 for most programmers.
 
 The layout transformations are parametrised by the SIMD vector length. This adapts according to the architecture.
-Presently SSE4 (128 bit) AVX, AVX2 (256 bit) and IMCI and AVX512 (512 bit) targets are supported.
+Presently SSE4 (128 bit) AVX, AVX2 (256 bit) and IMCI and AVX512 (512 bit) targets are supported (ARM NEON and BG/Q QPX on the way).
 
-These are presented as 
+These are presented as `vRealF`, `vRealD`, `vComplexF`, and `vComplexD` internal vector data types. These may be useful in themselves for other programmers.
-
+The corresponding scalar types are named `RealF`, `RealD`, `ComplexF` and `ComplexD`.
-  vRealF, vRealD, vComplexF, vComplexD 
-
-internal vector data types. These may be useful in themselves for other programmers.
-The corresponding scalar types are named
-
-  RealF, RealD, ComplexF, ComplexD
 
 MPI, OpenMP, and SIMD parallelism are present in the library.
+Please see https://arxiv.org/abs/1512.03487 for more detail.
 
-   You can give `configure' initial values for configuration parameters
+### Installation
-by setting variables in the command line or in the environment.  Here
+First, start by cloning the repository:
-are examples:
 
-     ./configure CXX=clang++ CXXFLAGS="-std=c++11 -O3 -msse4" --enable-simd=SSE4
+``` bash
+git clone https://github.com/paboyle/Grid.git
+```
 
-     ./configure CXX=clang++ CXXFLAGS="-std=c++11 -O3 -mavx" --enable-simd=AVX1
+Then enter the cloned directory and set up the build system:
 
-     ./configure CXX=clang++ CXXFLAGS="-std=c++11 -O3 -mavx2" --enable-simd=AVX2
+``` bash
+cd Grid
+./bootstrap.sh
+```
 
-     ./configure CXX=icpc CXXFLAGS="-std=c++11 -O3 -mmic" --enable-simd=AVX512 --host=none
+Now you can execute the `configure` script to generate makefiles (here from a build directory):
-     
+
-     
+``` bash
-For developers:
+mkdir build; cd build
-Use reconfigure_script in the scripts/ directory to create the autotools environment 
+../configure --enable-precision=double --enable-simd=AVX --enable-comms=mpi-auto --prefix=<path>
+```
+
+where `--enable-precision=` set the default precision (`single` or `double`),
+`--enable-simd=` set the SIMD type (see possible values below), `--enable-
+comms=` set the protocol used for communications (`none`, `mpi`, `mpi-auto` or
+`shmem`), and `<path>` should be replaced by the prefix path where you want to
+install Grid. The `mpi-auto` communication option set `configure` to determine
+automatically how to link to MPI. Other options are available, use `configure
+--help` to display them. Like with any other program using GNU autotool, the
+`CXX`, `CXXFLAGS`, `LDFLAGS`, ... environment variables can be modified to
+customise the build.
+
+Finally, you can build and install Grid:
+
+``` bash
+make; make install
+```
+
+To minimise the build time, only the tests at the root of the `tests` directory are built by default. If you want to build tests in the sub-directory `<subdir>` you can execute:
+
+``` bash
+make -C tests/<subdir> tests
+```
+
+### Possible SIMD types
+
+The following options can be use with the `--enable-simd=` option to target different SIMD instruction sets:
+
+| String      | Description                            |
+| ----------- | -------------------------------------- |
+| `GEN`       | generic portable vector code           |
+| `SSE4`      | SSE 4.2 (128 bit)                      |
+| `AVX`       | AVX (256 bit)                          |
+| `AVXFMA4`   | AVX (256 bit) + FMA                    |
+| `AVX2`      | AVX 2 (256 bit)                        |
+| `AVX512`    | AVX 512 bit                            |
+| `AVX512MIC` | AVX 512 bit for Intel MIC architecture |
+| `ICMI`      | Intel ICMI instructions (512 bit)      |
+
+Alternatively, some CPU codenames can be directly used:
+
+| String      | Description                            |
+| ----------- | -------------------------------------- |
+| `KNC`       | [Intel Knights Corner](http://ark.intel.com/products/codename/57721/Knights-Corner) |
+| `KNL`       | [Intel Knights Landing](http://ark.intel.com/products/codename/48999/Knights-Landing) |

TODO

@@ -1,5 +1,27 @@
 TODO:
 ---------------
+
+* Forces; the UdSdU  term in gauge force term is half of what I think it should
+  be. This is a consequence of taking ONLY the first term in:
+
+  dSg/dt = dU/dt dSdU + dUdag/dt dSdUdag
+
+  in the fermion force.
+
+  Now, S_mom = - tr Pmu Pmu      ; Pmu anti-herm
+
+                                  .
+       d Smom/dt = - 2.0 tr Pmu Pmu   = - dSg/dt = - tr Pmu [Umu dSdUmu + UmuDag dSdUmuDag]
+
+           .
+       => Pmu =  Umu dSdUmu
+
+       Where the norm is half expected.
+
+  This means we must double the force in the Test_xxx_force routines, and is the origin of the factor of two.
+  This 2x is applied by hand in the fermion routines and in the Test_rect_force routine.
+
+
 Policies:
 
 * Link smearing/boundary conds; Policy class based implementation ; framework more in place

VERSION

@@ -0,0 +1,4 @@
+Version : 0.5.0
+
+- AVX512, AVX2, AVX, SSE good
+- Clang 3.5 and above, ICPC v16 and above, GCC 4.9 and above

benchmarks/Benchmark_comms.cc

@@ -1,4 +1,31 @@
-#include <Grid.h>
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./benchmarks/Benchmark_comms.cc
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
+#include <Grid/Grid.h>
 
 using namespace std;
 using namespace Grid;
@@ -167,7 +194,128 @@ int main (int argc, char ** argv)
     }
   }  
 
+#if 0
 
+  std::cout<<GridLogMessage << "===================================================================================================="<<std::endl;
+  std::cout<<GridLogMessage << "= Benchmarking sequential persistent halo exchange in "<<nmu<<" dimensions"<<std::endl;
+  std::cout<<GridLogMessage << "===================================================================================================="<<std::endl;
+  std::cout<<GridLogMessage << "  L  "<<"\t\t"<<" Ls  "<<"\t\t"<<"bytes"<<"\t\t"<<"MB/s uni"<<"\t\t"<<"MB/s bidi"<<std::endl;
+
+
+  for(int lat=4;lat<=32;lat+=2){
+    for(int Ls=1;Ls<=16;Ls*=2){
+
+      std::vector<int> latt_size  ({lat,lat,lat,lat});
+
+      GridCartesian     Grid(latt_size,simd_layout,mpi_layout);
+
+      std::vector<std::vector<HalfSpinColourVectorD> > xbuf(8,std::vector<HalfSpinColourVectorD>(lat*lat*lat*Ls));
+      std::vector<std::vector<HalfSpinColourVectorD> > rbuf(8,std::vector<HalfSpinColourVectorD>(lat*lat*lat*Ls));
+
+
+      int ncomm;
+      int bytes=lat*lat*lat*Ls*sizeof(HalfSpinColourVectorD);
+
+
+      std::vector<CartesianCommunicator::CommsRequest_t> empty;
+      std::vector<std::vector<CartesianCommunicator::CommsRequest_t> > requests_fwd(Nd,empty);
+      std::vector<std::vector<CartesianCommunicator::CommsRequest_t> > requests_bwd(Nd,empty);
+
+      for(int mu=0;mu<4;mu++){
+	ncomm=0;
+	if (mpi_layout[mu]>1 ) {
+	  ncomm++;
+
+	  int comm_proc;
+	  int xmit_to_rank;
+	  int recv_from_rank;
+
+	  comm_proc=1;
+	  Grid.ShiftedRanks(mu,comm_proc,xmit_to_rank,recv_from_rank);
+	  Grid.SendToRecvFromInit(requests_fwd[mu],
+				  (void *)&xbuf[mu][0],
+				  xmit_to_rank,
+				  (void *)&rbuf[mu][0],
+				  recv_from_rank,
+				  bytes);
+
+	  comm_proc = mpi_layout[mu]-1;
+	  Grid.ShiftedRanks(mu,comm_proc,xmit_to_rank,recv_from_rank);
+	  Grid.SendToRecvFromInit(requests_bwd[mu],
+				  (void *)&xbuf[mu+4][0],
+				  xmit_to_rank,
+				  (void *)&rbuf[mu+4][0],
+				  recv_from_rank,
+				  bytes);
+
+	}
+      }
+
+      {
+	double start=usecond();
+	for(int i=0;i<Nloop;i++){
+	  
+	  for(int mu=0;mu<4;mu++){
+	    
+	    if (mpi_layout[mu]>1 ) {
+	      
+	      Grid.SendToRecvFromBegin(requests_fwd[mu]);
+	      Grid.SendToRecvFromComplete(requests_fwd[mu]);
+	      Grid.SendToRecvFromBegin(requests_bwd[mu]);
+	      Grid.SendToRecvFromComplete(requests_bwd[mu]);
+	    }
+	  }
+	  Grid.Barrier();
+	}
+	
+	double stop=usecond();
+	
+	double dbytes    = bytes;
+	double xbytes    = Nloop*dbytes*2.0*ncomm;
+	double rbytes    = xbytes;
+	double bidibytes = xbytes+rbytes;
+	
+	double time = stop-start;
+	
+	std::cout<<GridLogMessage << lat<<"\t\t"<<Ls<<"\t\t"<<bytes<<"\t\t"<<xbytes/time<<"\t\t"<<bidibytes/time<<std::endl;
+
+      }
+
+
+      {
+	double start=usecond();
+	for(int i=0;i<Nloop;i++){
+	  
+	  for(int mu=0;mu<4;mu++){
+	    
+	    if (mpi_layout[mu]>1 ) {
+	      
+	      Grid.SendToRecvFromBegin(requests_fwd[mu]);
+	      Grid.SendToRecvFromBegin(requests_bwd[mu]);
+	      Grid.SendToRecvFromComplete(requests_fwd[mu]);
+	      Grid.SendToRecvFromComplete(requests_bwd[mu]);
+	    }
+	  }
+	  Grid.Barrier();
+	}
+	
+	double stop=usecond();
+	
+	double dbytes    = bytes;
+	double xbytes    = Nloop*dbytes*2.0*ncomm;
+	double rbytes    = xbytes;
+	double bidibytes = xbytes+rbytes;
+	
+	double time = stop-start;
+	
+	std::cout<<GridLogMessage << lat<<"\t\t"<<Ls<<"\t\t"<<bytes<<"\t\t"<<xbytes/time<<"\t\t"<<bidibytes/time<<std::endl;
+
+      }
+
+    }
+  }
+
+#endif
 
   Grid_finalize();
 }

benchmarks/Benchmark_dwf.cc

@@ -1,4 +1,32 @@
-#include <Grid.h>
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./benchmarks/Benchmark_dwf.cc
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+Author: paboyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
+#include <Grid/Grid.h>
 
 using namespace std;
 using namespace Grid;
@@ -16,10 +44,20 @@ struct scal {
     Gamma::GammaT
   };
 
+bool overlapComms = false;
+typedef WilsonFermion5D<DomainWallVec5dImplR> WilsonFermion5DR;
+typedef WilsonFermion5D<DomainWallVec5dImplF> WilsonFermion5DF;
+typedef WilsonFermion5D<DomainWallVec5dImplD> WilsonFermion5DD;
+
+
 int main (int argc, char ** argv)
 {
   Grid_init(&argc,&argv);
 
+  if( GridCmdOptionExists(argv,argv+argc,"--asynch") ){
+    overlapComms = true;
+  }
+
   int threads = GridThread::GetThreads();
   std::cout<<GridLogMessage << "Grid is setup to use "<<threads<<" threads"<<std::endl;
 
@@ -30,6 +68,12 @@ int main (int argc, char ** argv)
   GridCartesian         * FGrid   = SpaceTimeGrid::makeFiveDimGrid(Ls,UGrid);
   GridRedBlackCartesian * FrbGrid = SpaceTimeGrid::makeFiveDimRedBlackGrid(Ls,UGrid);
 
+  std::cout << GridLogMessage << "Making s innermost grids"<<std::endl;
+  GridCartesian         * sUGrid   = SpaceTimeGrid::makeFourDimDWFGrid(GridDefaultLatt(),GridDefaultMpi());
+  GridRedBlackCartesian * sUrbGrid = SpaceTimeGrid::makeFourDimRedBlackGrid(sUGrid);
+  GridCartesian         * sFGrid   = SpaceTimeGrid::makeFiveDimDWFGrid(Ls,UGrid);
+  GridRedBlackCartesian * sFrbGrid = SpaceTimeGrid::makeFiveDimDWFRedBlackGrid(Ls,UGrid);
+
   std::vector<int> seeds4({1,2,3,4});
   std::vector<int> seeds5({5,6,7,8});
 
@@ -42,9 +86,9 @@ int main (int argc, char ** argv)
   LatticeFermion    tmp(FGrid);
   LatticeFermion    err(FGrid);
 
-  ColourMatrix cm = Complex(1.0,0.0);
+  LatticeGaugeField Umu(UGrid); 
+  random(RNG4,Umu);
 
-  LatticeGaugeField Umu(UGrid); random(RNG4,Umu);
   LatticeGaugeField Umu5d(FGrid); 
 
   // replicate across fifth dimension
@@ -79,14 +123,26 @@ int main (int argc, char ** argv)
 
   RealD mass=0.1;
   RealD M5  =1.8;
+
+  RealD NP = UGrid->_Nprocessors;
+
+  for(int doasm=1;doasm<2;doasm++){
+
+    QCD::WilsonKernelsStatic::AsmOpt=doasm;
+
   DomainWallFermionR Dw(Umu,*FGrid,*FrbGrid,*UGrid,*UrbGrid,mass,M5);
   
-  std::cout<<GridLogMessage << "Calling Dw"<<std::endl;
+  std::cout<<GridLogMessage << "Naive wilson implementation "<<std::endl;
-  int ncall=10000;
+  std::cout << GridLogMessage<< "Calling Dw"<<std::endl;
-  {
+  int ncall =100;
+  if (1) {
+
+    Dw.ZeroCounters();
     double t0=usecond();
     for(int i=0;i<ncall;i++){
+      __SSC_START;
       Dw.Dhop(src,result,0);
+      __SSC_STOP;
     }
     double t1=usecond();
     
@@ -97,11 +153,140 @@ int main (int argc, char ** argv)
     std::cout<<GridLogMessage << "norm result "<< norm2(result)<<std::endl;
     std::cout<<GridLogMessage << "norm ref    "<< norm2(ref)<<std::endl;
     std::cout<<GridLogMessage << "mflop/s =   "<< flops/(t1-t0)<<std::endl;
+    std::cout<<GridLogMessage << "mflop/s per rank =  "<< flops/(t1-t0)/NP<<std::endl;
     err = ref-result; 
     std::cout<<GridLogMessage << "norm diff   "<< norm2(err)<<std::endl;
+    assert (norm2(err)< 1.0e-5 );
     Dw.Report();
   }
 
+  if (1)
+  {
+    typedef WilsonFermion5D<DomainWallVec5dImplR> WilsonFermion5DR;
+    LatticeFermion ssrc(sFGrid);
+    LatticeFermion sref(sFGrid);
+    LatticeFermion sresult(sFGrid);
+
+    WilsonFermion5DR sDw(Umu,*sFGrid,*sFrbGrid,*sUGrid,*sUrbGrid,M5);
+  
+    for(int x=0;x<latt4[0];x++){
+    for(int y=0;y<latt4[1];y++){
+    for(int z=0;z<latt4[2];z++){
+    for(int t=0;t<latt4[3];t++){
+    for(int s=0;s<Ls;s++){
+      std::vector<int> site({s,x,y,z,t});
+      SpinColourVector tmp;
+      peekSite(tmp,src,site);
+      pokeSite(tmp,ssrc,site);
+    }}}}}
+    std::cout<<GridLogMessage<< "src norms "<< norm2(src)<<" " <<norm2(ssrc)<<std::endl;
+    double t0=usecond();
+    sDw.ZeroCounters();
+    for(int i=0;i<ncall;i++){
+      __SSC_START;
+      sDw.Dhop(ssrc,sresult,0);
+      __SSC_STOP;
+    }
+    double t1=usecond();
+    double volume=Ls;  for(int mu=0;mu<Nd;mu++) volume=volume*latt4[mu];
+    double flops=1344*volume*ncall;
+
+    std::cout<<GridLogMessage << "Called Dw s_inner "<<ncall<<" times in "<<t1-t0<<" us"<<std::endl;
+    std::cout<<GridLogMessage << "mflop/s =   "<< flops/(t1-t0)<<std::endl;
+    std::cout<<GridLogMessage << "mflop/s per rank =  "<< flops/(t1-t0)/NP<<std::endl;
+    sDw.Report();
+  
+    if(0){
+      for(int i=0;i< PerformanceCounter::NumTypes(); i++ ){
+  sDw.Dhop(ssrc,sresult,0);
+  PerformanceCounter Counter(i);
+  Counter.Start();
+  sDw.Dhop(ssrc,sresult,0);
+  Counter.Stop();
+  Counter.Report();
+      }
+    }
+
+    std::cout<<GridLogMessage<< "res norms "<< norm2(result)<<" " <<norm2(sresult)<<std::endl;
+
+    RealD sum=0;
+    for(int x=0;x<latt4[0];x++){
+    for(int y=0;y<latt4[1];y++){
+    for(int z=0;z<latt4[2];z++){
+    for(int t=0;t<latt4[3];t++){
+    for(int s=0;s<Ls;s++){
+      std::vector<int> site({s,x,y,z,t});
+      SpinColourVector normal, simd;
+      peekSite(normal,result,site);
+      peekSite(simd,sresult,site);
+      sum=sum+norm2(normal-simd);
+      if (norm2(normal-simd) > 1.0e-6 ) {
+	std::cout << "site "<<x<<","<<y<<","<<z<<","<<t<<","<<s<<" "<<norm2(normal-simd)<<std::endl;
+	std::cout << "site "<<x<<","<<y<<","<<z<<","<<t<<","<<s<<" normal "<<normal<<std::endl;
+	std::cout << "site "<<x<<","<<y<<","<<z<<","<<t<<","<<s<<" simd   "<<simd<<std::endl;
+      }
+    }}}}}
+    std::cout<<GridLogMessage<<" difference between normal and simd is "<<sum<<std::endl;
+    assert (sum< 1.0e-5 );
+
+
+    if (1) {
+
+      LatticeFermion sr_eo(sFGrid);
+
+      LatticeFermion ssrc_e (sFrbGrid);
+      LatticeFermion ssrc_o (sFrbGrid);
+      LatticeFermion sr_e   (sFrbGrid);
+      LatticeFermion sr_o   (sFrbGrid);
+
+      pickCheckerboard(Even,ssrc_e,ssrc);
+      pickCheckerboard(Odd,ssrc_o,ssrc);
+
+      setCheckerboard(sr_eo,ssrc_o);
+      setCheckerboard(sr_eo,ssrc_e);
+
+      sr_e = zero;
+      sr_o = zero;
+
+      sDw.ZeroCounters();
+      sDw.stat.init("DhopEO");
+      double t0=usecond();
+      for (int i = 0; i < ncall; i++) {
+        sDw.DhopEO(ssrc_o, sr_e, DaggerNo);
+      }
+      double t1=usecond();
+      sDw.stat.print();
+
+      double volume=Ls;  for(int mu=0;mu<Nd;mu++) volume=volume*latt4[mu];
+      double flops=(1344.0*volume*ncall)/2;
+
+      std::cout<<GridLogMessage << "sDeo mflop/s =   "<< flops/(t1-t0)<<std::endl;
+      std::cout<<GridLogMessage << "sDeo mflop/s per rank   "<< flops/(t1-t0)/NP<<std::endl;
+      sDw.Report();
+
+      sDw.DhopEO(ssrc_o,sr_e,DaggerNo);
+      sDw.DhopOE(ssrc_e,sr_o,DaggerNo);
+      sDw.Dhop  (ssrc  ,sresult,DaggerNo);
+
+      pickCheckerboard(Even,ssrc_e,sresult);
+      pickCheckerboard(Odd ,ssrc_o,sresult);
+      ssrc_e = ssrc_e - sr_e;
+      RealD error = norm2(ssrc_e);
+
+      std::cout<<GridLogMessage << "sE norm diff   "<< norm2(ssrc_e)<< "  vec nrm"<<norm2(sr_e) <<std::endl;
+      ssrc_o = ssrc_o - sr_o;
+
+      error+= norm2(ssrc_o);
+      std::cout<<GridLogMessage << "sO norm diff   "<< norm2(ssrc_o)<< "  vec nrm"<<norm2(sr_o) <<std::endl;
+      if(error>1.0e-5) { 
+	setCheckerboard(ssrc,ssrc_o);
+	setCheckerboard(ssrc,ssrc_e);
+	std::cout<< ssrc << std::endl;
+      }
+    }
+
+
+  }
 
   if (1)
   { // Naive wilson dag implementation
@@ -111,24 +296,25 @@ int main (int argc, char ** argv)
       //    ref =  src - Gamma(Gamma::GammaX)* src ; // 1+gamma_x
       tmp = U[mu]*Cshift(src,mu+1,1);
       for(int i=0;i<ref._odata.size();i++){
-	ref._odata[i]+= tmp._odata[i] + Gamma(Gmu[mu])*tmp._odata[i]; ;
+  ref._odata[i]+= tmp._odata[i] + Gamma(Gmu[mu])*tmp._odata[i]; ;
       }
 
       tmp =adj(U[mu])*src;
       tmp =Cshift(tmp,mu+1,-1);
       for(int i=0;i<ref._odata.size();i++){
-	ref._odata[i]+= tmp._odata[i] - Gamma(Gmu[mu])*tmp._odata[i]; ;
+  ref._odata[i]+= tmp._odata[i] - Gamma(Gmu[mu])*tmp._odata[i]; ;
       }
     }
     ref = -0.5*ref;
   }
   Dw.Dhop(src,result,1);
+  std::cout << GridLogMessage << "Naive wilson implementation Dag" << std::endl;
   std::cout<<GridLogMessage << "Called DwDag"<<std::endl;
   std::cout<<GridLogMessage << "norm result "<< norm2(result)<<std::endl;
   std::cout<<GridLogMessage << "norm ref    "<< norm2(ref)<<std::endl;
   err = ref-result; 
   std::cout<<GridLogMessage << "norm diff   "<< norm2(err)<<std::endl;
-
+  assert(norm2(err)<1.0e-5);
   LatticeFermion src_e (FrbGrid);
   LatticeFermion src_o (FrbGrid);
   LatticeFermion r_e   (FrbGrid);
@@ -144,6 +330,7 @@ int main (int argc, char ** argv)
   std::cout<<GridLogMessage << "src_o"<<norm2(src_o)<<std::endl;
 
   {
+    Dw.ZeroCounters();
     double t0=usecond();
     for(int i=0;i<ncall;i++){
       Dw.DhopEO(src_o,r_e,DaggerNo);
@@ -154,8 +341,9 @@ int main (int argc, char ** argv)
     double flops=(1344.0*volume*ncall)/2;
 
     std::cout<<GridLogMessage << "Deo mflop/s =   "<< flops/(t1-t0)<<std::endl;
+    std::cout<<GridLogMessage << "Deo mflop/s per rank   "<< flops/(t1-t0)/NP<<std::endl;
+    Dw.Report();
   }
-
   Dw.DhopEO(src_o,r_e,DaggerNo);
   Dw.DhopOE(src_e,r_o,DaggerNo);
   Dw.Dhop  (src  ,result,DaggerNo);
@@ -169,11 +357,17 @@ int main (int argc, char ** argv)
 
   err = r_eo-result; 
   std::cout<<GridLogMessage << "norm diff   "<< norm2(err)<<std::endl;
+  assert(norm2(err)<1.0e-5);
 
   pickCheckerboard(Even,src_e,err);
   pickCheckerboard(Odd,src_o,err);
   std::cout<<GridLogMessage << "norm diff even  "<< norm2(src_e)<<std::endl;
   std::cout<<GridLogMessage << "norm diff odd   "<< norm2(src_o)<<std::endl;
+  assert(norm2(src_e)<1.0e-5);
+  assert(norm2(src_o)<1.0e-5);
+
+
+  }
 
   Grid_finalize();
 }

benchmarks/Benchmark_dwf_ntpf.cc

@@ -0,0 +1,153 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./benchmarks/Benchmark_dwf.cc
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+Author: paboyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
+#include <Grid/Grid.h>
+
+using namespace std;
+using namespace Grid;
+using namespace Grid::QCD;
+
+template<class d>
+struct scal {
+  d internal;
+};
+
+  Gamma::GammaMatrix Gmu [] = {
+    Gamma::GammaX,
+    Gamma::GammaY,
+    Gamma::GammaZ,
+    Gamma::GammaT
+  };
+
+bool overlapComms = false;
+
+
+int main (int argc, char ** argv)
+{
+  Grid_init(&argc,&argv);
+
+  if( GridCmdOptionExists(argv,argv+argc,"--asynch") ){
+    overlapComms = true;
+  }
+
+  int threads = GridThread::GetThreads();
+  std::cout<<GridLogMessage << "Grid is setup to use "<<threads<<" threads"<<std::endl;
+
+  std::vector<int> latt4 = GridDefaultLatt();
+  const int Ls=16;
+  GridCartesian         * UGrid   = SpaceTimeGrid::makeFourDimGrid(GridDefaultLatt(), GridDefaultSimd(Nd,vComplex::Nsimd()),GridDefaultMpi());
+  GridRedBlackCartesian * UrbGrid = SpaceTimeGrid::makeFourDimRedBlackGrid(UGrid);
+  GridCartesian         * FGrid   = SpaceTimeGrid::makeFiveDimGrid(Ls,UGrid);
+  GridRedBlackCartesian * FrbGrid = SpaceTimeGrid::makeFiveDimRedBlackGrid(Ls,UGrid);
+
+  std::vector<int> seeds4({1,2,3,4});
+  std::vector<int> seeds5({5,6,7,8});
+
+  GridParallelRNG          RNG4(UGrid);  RNG4.SeedFixedIntegers(seeds4);
+  GridParallelRNG          RNG5(FGrid);  RNG5.SeedFixedIntegers(seeds5);
+
+  LatticeFermion src   (FGrid); random(RNG5,src);
+  LatticeFermion result(FGrid); result=zero;
+  LatticeFermion    ref(FGrid);    ref=zero;
+  LatticeFermion    tmp(FGrid);
+  LatticeFermion    err(FGrid);
+
+  ColourMatrix cm = Complex(1.0,0.0);
+
+  LatticeGaugeField Umu(UGrid); 
+  random(RNG4,Umu);
+
+  LatticeGaugeField Umu5d(FGrid); 
+
+  // replicate across fifth dimension
+  for(int ss=0;ss<Umu._grid->oSites();ss++){
+    for(int s=0;s<Ls;s++){
+      Umu5d._odata[Ls*ss+s] = Umu._odata[ss];
+    }
+  }
+
+  ////////////////////////////////////
+  // Naive wilson implementation
+  ////////////////////////////////////
+  std::vector<LatticeColourMatrix> U(4,FGrid);
+  for(int mu=0;mu<Nd;mu++){
+    U[mu] = PeekIndex<LorentzIndex>(Umu5d,mu);
+  }
+
+  if (1)
+  {
+    ref = zero;
+    for(int mu=0;mu<Nd;mu++){
+
+      tmp = U[mu]*Cshift(src,mu+1,1);
+      ref=ref + tmp - Gamma(Gmu[mu])*tmp;
+
+      tmp =adj(U[mu])*src;
+      tmp =Cshift(tmp,mu+1,-1);
+      ref=ref + tmp + Gamma(Gmu[mu])*tmp;
+    }
+    ref = -0.5*ref;
+  }
+
+  RealD mass=0.1;
+  RealD M5  =1.8;
+
+  typename DomainWallFermionR::ImplParams params; 
+  params.overlapCommsCompute = overlapComms;
+  
+  RealD NP = UGrid->_Nprocessors;
+
+
+  QCD::WilsonKernelsStatic::AsmOpt=1;
+
+  DomainWallFermionR Dw(Umu,*FGrid,*FrbGrid,*UGrid,*UrbGrid,mass,M5,params);
+  
+  std::cout<<GridLogMessage << "Calling Dw"<<std::endl;
+  int ncall =50;
+  if (1) {
+
+    double t0=usecond();
+    for(int i=0;i<ncall;i++){
+      Dw.Dhop(src,result,0);
+    }
+    double t1=usecond();
+    
+    double volume=Ls;  for(int mu=0;mu<Nd;mu++) volume=volume*latt4[mu];
+    double flops=1344*volume*ncall;
+
+    std::cout<<GridLogMessage << "Called Dw "<<ncall<<" times in "<<t1-t0<<" us"<<std::endl;
+    std::cout<<GridLogMessage << "norm result "<< norm2(result)<<std::endl;
+    std::cout<<GridLogMessage << "norm ref    "<< norm2(ref)<<std::endl;
+    std::cout<<GridLogMessage << "mflop/s =   "<< flops/(t1-t0)<<std::endl;
+    std::cout<<GridLogMessage << "mflop/s per node =  "<< flops/(t1-t0)/NP<<std::endl;
+    err = ref-result; 
+    std::cout<<GridLogMessage << "norm diff   "<< norm2(err)<<std::endl;
+    //    Dw.Report();
+  }
+  Grid_finalize();
+}

benchmarks/Benchmark_dwf_sweep.cc

@@ -0,0 +1,364 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./benchmarks/Benchmark_dwf.cc
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+Author: paboyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
+#include <Grid/Grid.h>
+
+using namespace std;
+using namespace Grid;
+using namespace Grid::QCD;
+
+template<class d>
+struct scal {
+  d internal;
+};
+
+  Gamma::GammaMatrix Gmu [] = {
+    Gamma::GammaX,
+    Gamma::GammaY,
+    Gamma::GammaZ,
+    Gamma::GammaT
+  };
+
+void benchDw(std::vector<int> & L, int Ls, int threads, int report =0 );
+void benchsDw(std::vector<int> & L, int Ls, int threads, int report=0 );
+
+int main (int argc, char ** argv)
+{
+  Grid_init(&argc,&argv);
+
+  const int Ls=8;
+  int threads = GridThread::GetThreads();
+  std::cout<<GridLogMessage << "Grid is setup to use "<<threads<<" threads"<<std::endl;
+
+  if ( getenv("ASMOPT") )  {
+    QCD::WilsonKernelsStatic::AsmOpt=1;
+  } else { 
+    QCD::WilsonKernelsStatic::AsmOpt=0;
+  }
+
+  std::cout<<GridLogMessage << "=========================================================================="<<std::endl;
+  std::cout<<GridLogMessage << "= Benchmarking DWF"<<std::endl;
+  std::cout<<GridLogMessage << "=========================================================================="<<std::endl;
+  std::cout<<GridLogMessage << "Volume \t\t\tProcs \t Dw \t eoDw \t sDw \t eosDw (Mflop/s)  "<<std::endl;
+  std::cout<<GridLogMessage << "=========================================================================="<<std::endl;
+
+  int Lmax=32;
+  int dmin=0;
+  if ( getenv("LMAX") ) Lmax=atoi(getenv("LMAX"));
+  if ( getenv("DMIN") ) dmin=atoi(getenv("DMIN"));
+  for (int L=8;L<=Lmax;L*=2){
+    std::vector<int> latt4(4,L);
+    for(int d=4;d>dmin;d--){
+      if ( d<=3 ) latt4[d]*=2;
+      std::cout << GridLogMessage <<"\t";
+      for(int d=0;d<Nd;d++){
+	std::cout<<latt4[d]<<"x";
+      }
+      std::cout <<Ls<<"\t" ;
+      benchDw (latt4,Ls,threads,0);
+      benchsDw(latt4,Ls,threads,0);
+      std::cout<<std::endl;
+    }
+  }
+  std::cout<<GridLogMessage << "=========================================================================="<<std::endl;
+  {
+    std::vector<int> latt4(4,16);
+    std::cout<<GridLogMessage << "16^4 Dw miss rate"<<std::endl;
+    benchDw (latt4,Ls,threads,1);
+    std::cout<<GridLogMessage << "16^4 sDw miss rate"<<std::endl;
+    benchsDw(latt4,Ls,threads,1);
+  }
+
+  Grid_finalize();
+}
+
+#undef CHECK
+
+void benchDw(std::vector<int> & latt4, int Ls, int threads,int report )
+{
+  GridCartesian         * UGrid   = SpaceTimeGrid::makeFourDimGrid(latt4, GridDefaultSimd(Nd,vComplex::Nsimd()),GridDefaultMpi());
+  GridRedBlackCartesian * UrbGrid = SpaceTimeGrid::makeFourDimRedBlackGrid(UGrid);
+  GridCartesian         * FGrid   = SpaceTimeGrid::makeFiveDimGrid(Ls,UGrid);
+  GridRedBlackCartesian * FrbGrid = SpaceTimeGrid::makeFiveDimRedBlackGrid(Ls,UGrid);
+
+  std::vector<int> seeds4({1,2,3,4});
+  std::vector<int> seeds5({5,6,7,8});
+
+#ifdef CHECK 
+  GridParallelRNG          RNG4(UGrid);  RNG4.SeedFixedIntegers(seeds4);
+  GridParallelRNG          RNG5(FGrid);  RNG5.SeedFixedIntegers(seeds5);
+  LatticeFermion src   (FGrid); random(RNG5,src);
+  LatticeGaugeField Umu(UGrid); 
+  random(RNG4,Umu);
+#else 
+  LatticeFermion src   (FGrid); src=zero;
+  LatticeGaugeField Umu(UGrid); Umu=zero;
+#endif
+
+  LatticeFermion result(FGrid); result=zero;
+  LatticeFermion    ref(FGrid);    ref=zero;
+  LatticeFermion    tmp(FGrid);
+  LatticeFermion    err(FGrid);
+
+  ColourMatrix cm = Complex(1.0,0.0);
+
+  LatticeGaugeField Umu5d(FGrid); 
+
+  // replicate across fifth dimension
+  for(int ss=0;ss<Umu._grid->oSites();ss++){
+    for(int s=0;s<Ls;s++){
+      Umu5d._odata[Ls*ss+s] = Umu._odata[ss];
+    }
+  }
+
+  ////////////////////////////////////
+  // Naive wilson implementation
+  ////////////////////////////////////
+  std::vector<LatticeColourMatrix> U(4,FGrid);
+  for(int mu=0;mu<Nd;mu++){
+    U[mu] = PeekIndex<LorentzIndex>(Umu5d,mu);
+  }
+
+#ifdef CHECK
+  if (1) {
+
+    ref = zero;
+    for(int mu=0;mu<Nd;mu++){
+      tmp = U[mu]*Cshift(src,mu+1,1);
+      ref=ref + tmp - Gamma(Gmu[mu])*tmp;
+
+      tmp =adj(U[mu])*src;
+      tmp =Cshift(tmp,mu+1,-1);
+      ref=ref + tmp + Gamma(Gmu[mu])*tmp;
+    }
+    ref = -0.5*ref;
+  }
+#endif
+
+  RealD mass=0.1;
+  RealD M5  =1.8;
+  RealD NP = UGrid->_Nprocessors;
+
+  DomainWallFermionR Dw(Umu,*FGrid,*FrbGrid,*UGrid,*UrbGrid,mass,M5);
+  
+  double t0=usecond();
+  Dw.Dhop(src,result,0);
+  double t1=usecond();
+
+#ifdef TIMERS_OFF
+    int ncall =10;
+#else
+  int ncall =1+(int) ((5.0*1000*1000)/(t1-t0));
+#endif
+
+  if (ncall < 5 ) exit(0);
+
+  Dw.Dhop(src,result,0);
+
+  PerformanceCounter Counter(8);
+  Counter.Start();
+  t0=usecond();
+  for(int i=0;i<ncall;i++){
+    Dw.Dhop(src,result,0);
+  }
+  t1=usecond();
+  Counter.Stop();
+  if ( report ) {
+    Counter.Report();
+  }
+  
+  if ( ! report ) {
+    double volume=Ls;  for(int mu=0;mu<Nd;mu++) volume=volume*latt4[mu];
+    double flops=1344*volume*ncall;
+    std::cout <<"\t"<<NP<< "\t"<<flops/(t1-t0)<< "\t";
+  }
+  
+#ifdef CHECK
+  err = ref-result; 
+  RealD errd = norm2(err);
+  if ( errd> 1.0e-4 ) {
+    std::cout<<GridLogMessage << "oops !!! norm diff   "<< norm2(err)<<std::endl;
+    exit(-1);
+  }
+#endif
+    
+  LatticeFermion src_e (FrbGrid);
+  LatticeFermion src_o (FrbGrid);
+  LatticeFermion r_e   (FrbGrid);
+  LatticeFermion r_o   (FrbGrid);
+  LatticeFermion r_eo  (FGrid);
+  
+  pickCheckerboard(Even,src_e,src);
+  pickCheckerboard(Odd,src_o,src);
+  
+  {
+    Dw.DhopEO(src_o,r_e,DaggerNo);
+    double t0=usecond();
+    for(int i=0;i<ncall;i++){
+      Dw.DhopEO(src_o,r_e,DaggerNo);
+    }
+    double t1=usecond();
+    
+    if(!report){
+      double volume=Ls;  for(int mu=0;mu<Nd;mu++) volume=volume*latt4[mu];
+      double flops=(1344.0*volume*ncall)/2;
+      std::cout<< flops/(t1-t0);
+    }
+  }
+}
+
+#define CHECK_SDW
+void benchsDw(std::vector<int> & latt4, int Ls, int threads, int report )
+{
+
+  GridCartesian         * UGrid   = SpaceTimeGrid::makeFourDimGrid(latt4, GridDefaultSimd(Nd,vComplex::Nsimd()),GridDefaultMpi());
+  GridRedBlackCartesian * UrbGrid = SpaceTimeGrid::makeFourDimRedBlackGrid(UGrid);
+  GridCartesian         * FGrid   = SpaceTimeGrid::makeFiveDimGrid(Ls,UGrid);
+  GridRedBlackCartesian * FrbGrid = SpaceTimeGrid::makeFiveDimRedBlackGrid(Ls,UGrid);
+
+  GridCartesian         * sUGrid   = SpaceTimeGrid::makeFourDimDWFGrid(latt4,GridDefaultMpi());
+  GridRedBlackCartesian * sUrbGrid = SpaceTimeGrid::makeFourDimRedBlackGrid(sUGrid);
+  GridCartesian         * sFGrid   = SpaceTimeGrid::makeFiveDimDWFGrid(Ls,UGrid);
+  GridRedBlackCartesian * sFrbGrid = SpaceTimeGrid::makeFiveDimDWFRedBlackGrid(Ls,UGrid);
+
+  std::vector<int> seeds4({1,2,3,4});
+  std::vector<int> seeds5({5,6,7,8});
+
+#ifdef CHECK_SDW
+  GridParallelRNG          RNG4(UGrid);  RNG4.SeedFixedIntegers(seeds4);
+  GridParallelRNG          RNG5(FGrid);  RNG5.SeedFixedIntegers(seeds5);
+  LatticeFermion src   (FGrid); random(RNG5,src);
+  LatticeGaugeField Umu(UGrid); 
+  random(RNG4,Umu);
+#else 
+  LatticeFermion src   (FGrid); src=zero;
+  LatticeGaugeField Umu(UGrid); Umu=zero;
+#endif
+
+  LatticeFermion result(FGrid); result=zero;
+  LatticeFermion    ref(FGrid);    ref=zero;
+  LatticeFermion    tmp(FGrid);
+  LatticeFermion    err(FGrid);
+
+  ColourMatrix cm = Complex(1.0,0.0);
+
+  LatticeGaugeField Umu5d(FGrid); 
+
+  // replicate across fifth dimension
+  for(int ss=0;ss<Umu._grid->oSites();ss++){
+    for(int s=0;s<Ls;s++){
+      Umu5d._odata[Ls*ss+s] = Umu._odata[ss];
+    }
+  }
+
+  RealD mass=0.1;
+  RealD M5  =1.8;
+
+  typedef WilsonFermion5D<DomainWallVec5dImplR> WilsonFermion5DR;
+  LatticeFermion ssrc(sFGrid);
+  LatticeFermion sref(sFGrid);
+  LatticeFermion sresult(sFGrid);
+  WilsonFermion5DR sDw(Umu,*sFGrid,*sFrbGrid,*sUGrid,*sUrbGrid,M5);
+  
+  for(int x=0;x<latt4[0];x++){
+  for(int y=0;y<latt4[1];y++){
+  for(int z=0;z<latt4[2];z++){
+  for(int t=0;t<latt4[3];t++){
+  for(int s=0;s<Ls;s++){
+    std::vector<int> site({s,x,y,z,t});
+    SpinColourVector tmp;
+    peekSite(tmp,src,site);
+    pokeSite(tmp,ssrc,site);
+  }}}}}
+
+  double t0=usecond();
+  sDw.Dhop(ssrc,sresult,0);
+  double t1=usecond();
+
+#ifdef TIMERS_OFF
+  int ncall =10;
+#else 
+  int ncall =1+(int) ((5.0*1000*1000)/(t1-t0));
+#endif
+
+  PerformanceCounter Counter(8);
+  Counter.Start();
+  t0=usecond();
+  for(int i=0;i<ncall;i++){
+    sDw.Dhop(ssrc,sresult,0);
+  }
+  t1=usecond();
+  Counter.Stop();
+  
+  if ( report ) {
+    Counter.Report();
+  } else { 
+    double volume=Ls;  for(int mu=0;mu<Nd;mu++) volume=volume*latt4[mu];
+    double flops=1344*volume*ncall;
+    std::cout<<"\t"<< flops/(t1-t0);
+  }
+
+  LatticeFermion sr_eo(sFGrid);
+  LatticeFermion serr(sFGrid);
+  
+  LatticeFermion ssrc_e (sFrbGrid);
+  LatticeFermion ssrc_o (sFrbGrid);
+  LatticeFermion sr_e   (sFrbGrid);
+  LatticeFermion sr_o   (sFrbGrid);
+      
+  pickCheckerboard(Even,ssrc_e,ssrc);
+  pickCheckerboard(Odd,ssrc_o,ssrc);
+  
+  setCheckerboard(sr_eo,ssrc_o);
+  setCheckerboard(sr_eo,ssrc_e);
+    
+  sr_e = zero;
+  sr_o = zero;
+  
+  sDw.DhopEO(ssrc_o,sr_e,DaggerNo);
+  PerformanceCounter CounterSdw(8);
+  CounterSdw.Start();
+  t0=usecond();
+  for(int i=0;i<ncall;i++){
+    __SSC_START;
+    sDw.DhopEO(ssrc_o,sr_e,DaggerNo);
+    __SSC_STOP;
+  }
+  t1=usecond();
+  CounterSdw.Stop();
+
+  if ( report ) { 
+    CounterSdw.Report();
+  } else {
+    double volume=Ls;  for(int mu=0;mu<Nd;mu++) volume=volume*latt4[mu];
+    double flops=(1344.0*volume*ncall)/2;
+    std::cout<<"\t"<< flops/(t1-t0);
+  }
+}
+
+

benchmarks/Benchmark_memory_asynch.cc

@@ -1,4 +1,32 @@
-#include <Grid.h>
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./benchmarks/Benchmark_memory_asynch.cc
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+Author: paboyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
+#include <Grid/Grid.h>
 
 using namespace std;
 using namespace Grid;

benchmarks/Benchmark_memory_bandwidth.cc

@@ -1,4 +1,32 @@
-#include <Grid.h>
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./benchmarks/Benchmark_memory_bandwidth.cc
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+Author: paboyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
+#include <Grid/Grid.h>
 
 using namespace std;
 using namespace Grid;

benchmarks/Benchmark_su3.cc

@@ -1,4 +1,32 @@
-#include <Grid.h>
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./benchmarks/Benchmark_su3.cc
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+Author: Peter Boyle <peterboyle@Peters-MacBook-Pro-2.local>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
+#include <Grid/Grid.h>
 
 using namespace std;
 using namespace Grid;

benchmarks/Benchmark_wilson.cc

@@ -1,4 +1,32 @@
-#include <Grid.h>
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./benchmarks/Benchmark_wilson.cc
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+Author: paboyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
+#include <Grid/Grid.h>
 
 using namespace std;
 using namespace Grid;
@@ -16,10 +44,15 @@ struct scal {
     Gamma::GammaT
   };
 
+bool overlapComms = false;
+
 int main (int argc, char ** argv)
 {
   Grid_init(&argc,&argv);
 
+  if( GridCmdOptionExists(argv,argv+argc,"--asynch") ){
+    overlapComms = true;
+  }
 
   std::vector<int> latt_size   = GridDefaultLatt();
   std::vector<int> simd_layout = GridDefaultSimd(Nd,vComplex::Nsimd());
@@ -57,11 +90,12 @@ int main (int argc, char ** argv)
   Complex cone(1.0,0.0);
   for(int nn=0;nn<Nd;nn++){
     random(pRNG,U[nn]);
-    if(0) {
+    if(1) {
-      if (nn==-1) { U[nn]=zero; std::cout<<GridLogMessage << "zeroing gauge field in dir "<<nn<<std::endl; }
+      if (nn!=2) { U[nn]=zero; std::cout<<GridLogMessage << "zeroing gauge field in dir "<<nn<<std::endl; }
-      else       { U[nn] = cone;std::cout<<GridLogMessage << "unit gauge field in dir "<<nn<<std::endl; }
+      //      else       { U[nn]= cone;std::cout<<GridLogMessage << "unit gauge field in dir "<<nn<<std::endl; }
+      else       { std::cout<<GridLogMessage << "random gauge field in dir "<<nn<<std::endl; }
     }
-    pokeIndex<LorentzIndex>(Umu,U[nn],nn);
+    PokeIndex<LorentzIndex>(Umu,U[nn],nn);
   }
 #endif
 
@@ -87,7 +121,11 @@ int main (int argc, char ** argv)
   }
   ref = -0.5*ref;
   RealD mass=0.1;
-  WilsonFermionR Dw(Umu,Grid,RBGrid,mass);
+
+  typename WilsonFermionR::ImplParams params; 
+  params.overlapCommsCompute = overlapComms;
+
+  WilsonFermionR Dw(Umu,Grid,RBGrid,mass,params);
   
   std::cout<<GridLogMessage << "Calling Dw"<<std::endl;
   int ncall=1000;

benchmarks/Benchmark_wilson_sweep.cc

@@ -0,0 +1,117 @@
+/*************************************************************************************
+    Grid physics library, www.github.com/paboyle/Grid 
+    Source file: ./benchmarks/Benchmark_wilson.cc
+    Copyright (C) 2015
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+Author: paboyle <paboyle@ph.ed.ac.uk>
+Author: Richard Rollins <rprollins@users.noreply.github.com>
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+    See the full license in the file "LICENSE" in the top level distribution directory
+*************************************************************************************/
+/*  END LEGAL */
+#include <Grid/Grid.h>
+
+using namespace std;
+using namespace Grid;
+using namespace Grid::QCD;
+
+template<class d>
+struct scal {
+  d internal;
+};
+
+Gamma::GammaMatrix Gmu [] = {
+  Gamma::GammaX,
+  Gamma::GammaY,
+  Gamma::GammaZ,
+  Gamma::GammaT
+};
+
+bool overlapComms = false;
+
+void bench_wilson (
+		   LatticeFermion &    src,
+		   LatticeFermion & result,
+		   WilsonFermionR &     Dw,
+		   double const     volume,
+		   int const           dag );
+
+int main (int argc, char ** argv)
+{
+  Grid_init(&argc,&argv);
+  if( GridCmdOptionExists(argv,argv+argc,"--asynch") ){ overlapComms = true; }
+  typename WilsonFermionR::ImplParams params;
+  params.overlapCommsCompute = overlapComms;
+
+  std::vector<int> simd_layout = GridDefaultSimd(Nd,vComplex::Nsimd());
+  std::vector<int> mpi_layout  = GridDefaultMpi();
+  std::vector<int> seeds({1,2,3,4});
+  RealD mass = 0.1;
+
+  std::cout<<GridLogMessage << "============================================================================="<< std::endl;
+  std::cout<<GridLogMessage << "= Benchmarking Wilson" << std::endl;
+  std::cout<<GridLogMessage << "============================================================================="<< std::endl;
+  std::cout<<GridLogMessage << "Volume\t\t\tWilson/MFLOPs\tWilsonDag/MFLOPs" << std::endl;
+  std::cout<<GridLogMessage << "============================================================================="<< std::endl;
+
+  int Lmax = 32;
+  int dmin = 0;
+  if ( getenv("LMAX") ) Lmax=atoi(getenv("LMAX"));
+  if ( getenv("DMIN") ) dmin=atoi(getenv("DMIN"));
+  for (int L=8; L<=Lmax; L*=2)
+    {
+      std::vector<int> latt_size = std::vector<int>(4,L);
+      for(int d=4; d>dmin; d--)
+	{
+	  if ( d<=3 ) { latt_size[d] *= 2; }
+
+	  std::cout << GridLogMessage;
+	  std::copy( latt_size.begin(), --latt_size.end(), std::ostream_iterator<int>( std::cout, std::string("x").c_str() ) );
+	  std::cout << latt_size.back() << "\t\t";
+
+	  GridCartesian           Grid(latt_size,simd_layout,mpi_layout);
+	  GridRedBlackCartesian RBGrid(latt_size,simd_layout,mpi_layout);
+
+	  GridParallelRNG  pRNG(&Grid); pRNG.SeedFixedIntegers(seeds);
+	  LatticeGaugeField Umu(&Grid); random(pRNG,Umu);
+	  LatticeFermion    src(&Grid); random(pRNG,src);
+	  LatticeFermion result(&Grid); result=zero;
+
+	  double volume = std::accumulate(latt_size.begin(),latt_size.end(),1,std::multiplies<int>());
+
+	  WilsonFermionR Dw(Umu,Grid,RBGrid,mass,params);
+      
+	  bench_wilson(src,result,Dw,volume,DaggerNo);
+	  bench_wilson(src,result,Dw,volume,DaggerYes);
+	  std::cout << std::endl;
+	}
+    }
+
+  std::cout<<GridLogMessage << "============================================================================="<< std::endl;
+  Grid_finalize();
+}
+
+void bench_wilson (
+		   LatticeFermion &    src,
+		   LatticeFermion & result,
+		   WilsonFermionR &     Dw,
+		   double const     volume,
+		   int const           dag )
+{
+  int ncall    = 1000;
+  double t0    = usecond();
+  for(int i=0; i<ncall; i++) { Dw.Dhop(src,result,dag); }
+  double t1    = usecond();
+  double flops = 1344 * volume * ncall;
+  std::cout << flops/(t1-t0) << "\t\t";
+}

benchmarks/Benchmark_zmm.cc

@@ -0,0 +1,175 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./tests/Test_zmm.cc
+
+    Copyright (C) 2015
+
+Author: paboyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
+#include <Grid/Grid.h>
+
+
+using namespace Grid;
+using namespace Grid::QCD;
+
+
+int bench(std::ofstream &os, std::vector<int> &latt4,int Ls);
+
+int main(int argc,char **argv)
+{
+  Grid_init(&argc,&argv);
+  std::ofstream os("zmm.dat");
+
+  os << "#V Ls Lxy Lzt C++ Asm OMP L1 " <<std::endl;
+  std::cout<<GridLogMessage << "====================================================================="<<std::endl;
+  std::cout<<GridLogMessage << "= Benchmarking ZMM"<<std::endl;
+  std::cout<<GridLogMessage << "====================================================================="<<std::endl;
+  std::cout<<GridLogMessage << "Volume \t\t\t\tC++DW/MFLOPs\tASM-DW/MFLOPs\tdiff"<<std::endl;
+  std::cout<<GridLogMessage << "====================================================================="<<std::endl;
+  for(int L=4;L<=32;L+=4){
+    for(int m=1;m<=2;m++){
+      for(int Ls=8;Ls<=16;Ls+=8){
+	std::vector<int> grid({L,L,m*L,m*L});
+  std::cout << GridLogMessage <<"\t";
+	for(int i=0;i<4;i++) { 
+	  std::cout << grid[i]<<"x";
+	}
+	std::cout << Ls<<"\t\t";
+	bench(os,grid,Ls);
+      }
+    }
+  }
+}
+
+int bench(std::ofstream &os, std::vector<int> &latt4,int Ls)
+{
+
+  GridCartesian         * UGrid   = SpaceTimeGrid::makeFourDimGrid(latt4, GridDefaultSimd(Nd,vComplex::Nsimd()),GridDefaultMpi());
+  GridRedBlackCartesian * UrbGrid = SpaceTimeGrid::makeFourDimRedBlackGrid(UGrid);
+  GridCartesian         * FGrid   = SpaceTimeGrid::makeFiveDimGrid(Ls,UGrid);
+  GridRedBlackCartesian * FrbGrid = SpaceTimeGrid::makeFiveDimRedBlackGrid(Ls,UGrid);
+
+  std::vector<int> simd_layout = GridDefaultSimd(Nd,vComplex::Nsimd());
+  std::vector<int> mpi_layout  = GridDefaultMpi();
+  int threads = GridThread::GetThreads();
+
+  std::vector<int> seeds4({1,2,3,4});
+  std::vector<int> seeds5({5,6,7,8});
+
+  GridSerialRNG sRNG; sRNG.SeedFixedIntegers(seeds4);
+
+  LatticeFermion src (FGrid);
+  LatticeFermion tmp (FGrid);
+  LatticeFermion srce(FrbGrid);
+
+  LatticeFermion resulto(FrbGrid); resulto=zero;
+  LatticeFermion resulta(FrbGrid); resulta=zero;
+  LatticeFermion junk(FrbGrid); junk=zero;
+  LatticeFermion diff(FrbGrid); 
+  LatticeGaugeField Umu(UGrid);
+
+  double mfc, mfa, mfo, mfl1;
+
+  GridParallelRNG          RNG4(UGrid);  RNG4.SeedFixedIntegers(seeds4);
+  GridParallelRNG          RNG5(FGrid);  RNG5.SeedFixedIntegers(seeds5);
+  random(RNG5,src);
+#if 1
+  random(RNG4,Umu);
+#else
+  int mmu=2;
+  std::vector<LatticeColourMatrix> U(4,UGrid);
+  for(int mu=0;mu<Nd;mu++){
+    U[mu] = PeekIndex<LorentzIndex>(Umu,mu);
+    if ( mu!=mmu ) U[mu] = zero;
+    if ( mu==mmu ) U[mu] = 1.0;
+    PokeIndex<LorentzIndex>(Umu,U[mu],mu);
+  }
+#endif
+ pickCheckerboard(Even,srce,src);
+
+  RealD mass=0.1;
+  RealD M5  =1.8;
+  DomainWallFermionR Dw(Umu,*FGrid,*FrbGrid,*UGrid,*UrbGrid,mass,M5);
+
+  int ncall=50;
+  double t0=usecond();
+  for(int i=0;i<ncall;i++){
+    Dw.DhopOE(srce,resulto,0);
+  }
+  double t1=usecond();
+
+  double volume=Ls;  for(int mu=0;mu<Nd;mu++) volume=volume*latt4[mu];
+  double flops=1344*volume/2;
+
+  mfc = flops*ncall/(t1-t0);
+  std::cout<<mfc<<"\t\t";
+
+  QCD::WilsonKernelsStatic::AsmOpt=1;
+  t0=usecond();
+  for(int i=0;i<ncall;i++){
+    Dw.DhopOE(srce,resulta,0);
+  }
+  t1=usecond();
+  mfa = flops*ncall/(t1-t0);
+  std::cout<<mfa<<"\t\t";
+  /*
+  int dag=DaggerNo;
+  t0=usecond();
+  for(int i=0;i<1;i++){
+    Dw.DhopInternalOMPbench(Dw.StencilEven,Dw.LebesgueEvenOdd,Dw.UmuOdd,srce,resulta,dag);
+  }
+  t1=usecond();
+  mfo = flops*100/(t1-t0);
+  std::cout<<GridLogMessage << "Called ASM-OMP Dw"<< " mflop/s =   "<< mfo<<std::endl;
+
+  t0=usecond();
+  for(int i=0;i<1;i++){
+    Dw.DhopInternalL1bench(Dw.StencilEven,Dw.LebesgueEvenOdd,Dw.UmuOdd,srce,resulta,dag);
+  }
+  t1=usecond();
+  mfl1= flops*100/(t1-t0);
+  std::cout<<GridLogMessage << "Called ASM-L1 Dw"<< " mflop/s =   "<< mfl1<<std::endl;
+  os << latt4[0]*latt4[1]*latt4[2]*latt4[3]<< " "<<Ls<<" "<< latt4[0] <<" " <<latt4[2]<< " "
+     << mfc<<" "
+     << mfa<<" "
+     << mfo<<" "
+     << mfl1<<std::endl;
+  */
+
+#if 0
+  for(int i=0;i< PerformanceCounter::NumTypes(); i++ ){
+    Dw.DhopOE(srce,resulta,0);
+    PerformanceCounter Counter(i);
+    Counter.Start();
+    Dw.DhopOE(srce,resulta,0);
+    Counter.Stop();
+    Counter.Report();
+  }
+#endif
+  //resulta = (-0.5) * resulta;
+
+  diff = resulto-resulta;
+  std::cout<<norm2(diff)<<std::endl;
+  return 0;
+}
+
+

benchmarks/Make.inc

@@ -1,27 +0,0 @@
-
-bin_PROGRAMS = Benchmark_comms Benchmark_dwf Benchmark_memory_asynch Benchmark_memory_bandwidth Benchmark_su3 Benchmark_wilson
-
-
-Benchmark_comms_SOURCES=Benchmark_comms.cc
-Benchmark_comms_LDADD=-lGrid
-
-
-Benchmark_dwf_SOURCES=Benchmark_dwf.cc
-Benchmark_dwf_LDADD=-lGrid
-
-
-Benchmark_memory_asynch_SOURCES=Benchmark_memory_asynch.cc
-Benchmark_memory_asynch_LDADD=-lGrid
-
-
-Benchmark_memory_bandwidth_SOURCES=Benchmark_memory_bandwidth.cc
-Benchmark_memory_bandwidth_LDADD=-lGrid
-
-
-Benchmark_su3_SOURCES=Benchmark_su3.cc
-Benchmark_su3_LDADD=-lGrid
-
-
-Benchmark_wilson_SOURCES=Benchmark_wilson.cc
-Benchmark_wilson_LDADD=-lGrid
-

benchmarks/Makefile.am

@@ -1,8 +1 @@
-# additional include paths necessary to compile the C++ library
-AM_CXXFLAGS = -I$(top_srcdir)/lib
-AM_LDFLAGS = -L$(top_builddir)/lib
-
-#
-# Test code
-#
 include Make.inc

benchmarks/simple_su3_expr.cc

@@ -1,3 +1,30 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./benchmarks/simple_su3_expr.cc
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #include <Grid.h>
 
 using namespace std;

benchmarks/simple_su3_test.cc

@@ -1,3 +1,30 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./benchmarks/simple_su3_test.cc
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #include <Grid.h>
 
 using namespace std;

bootstrap.sh

@@ -0,0 +1,19 @@
+#!/usr/bin/env bash
+
+EIGEN_URL='http://bitbucket.org/eigen/eigen/get/3.2.9.tar.bz2'
+FFTW_URL=http://www.fftw.org/fftw-3.3.4.tar.gz
+
+echo "-- deploying Eigen source..."
+wget ${EIGEN_URL} --no-check-certificate
+./scripts/update_eigen.sh `basename ${EIGEN_URL}`
+rm `basename ${EIGEN_URL}`
+
+echo "-- copying fftw prototypes..."
+wget ${FFTW_URL}
+./scripts/update_fftw.sh `basename ${FFTW_URL}`
+rm `basename ${FFTW_URL}`
+
+echo '-- generating Make.inc files...'
+./scripts/filelist
+echo '-- generating configure script...'
+autoreconf -fvi

configure.ac

@@ -1,226 +1,366 @@
-#                         -*- Autoconf -*-
-# Process this file with autoconf to produce a configure script.
-#
-# Project Grid package  
-# 
-# Time-stamp: <2015-07-10 17:46:21 neo>
-
 AC_PREREQ([2.63])
-AC_INIT([Grid], [1.0], [paboyle@ph.ed.ac.uk])
+AC_INIT([Grid], [0.5.1-dev], [https://github.com/paboyle/Grid], [Grid])
-AC_CANONICAL_SYSTEM
+AC_CANONICAL_BUILD
+AC_CANONICAL_HOST
+AC_CANONICAL_TARGET
 AM_INIT_AUTOMAKE(subdir-objects)
 AC_CONFIG_MACRO_DIR([m4])
 AC_CONFIG_SRCDIR([lib/Grid.h])
 AC_CONFIG_HEADERS([lib/Config.h])
 m4_ifdef([AM_SILENT_RULES], [AM_SILENT_RULES([yes])])
 
-AC_MSG_NOTICE([
 
-:::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::
+############### Checks for programs
-Configuring $PACKAGE v$VERSION  for $host
-:::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::
-])
-
-# Checks for programs.
 AC_LANG(C++)
+CXXFLAGS="-O3 $CXXFLAGS"
 AC_PROG_CXX
-AC_OPENMP
 AC_PROG_RANLIB
-#AX_CXX_COMPILE_STDCXX_11(noext, mandatory)
-AX_EXT
 
-# Checks for libraries.
+############ openmp  ###############
-#AX_GCC_VAR_ATTRIBUTE(aligned)
+AC_OPENMP
 
-# Checks for header files.
+ac_openmp=no
+
+if test "${OPENMP_CXXFLAGS}X" != "X"; then
+ac_openmp=yes
+AM_CXXFLAGS="$OPENMP_CXXFLAGS $AM_CXXFLAGS"
+AM_LDFLAGS="$OPENMP_CXXFLAGS $AM_LDFLAGS"
+fi
+
+############### Checks for header files
 AC_CHECK_HEADERS(stdint.h)
 AC_CHECK_HEADERS(mm_malloc.h)
 AC_CHECK_HEADERS(malloc/malloc.h)
 AC_CHECK_HEADERS(malloc.h)
 AC_CHECK_HEADERS(endian.h)
 AC_CHECK_HEADERS(execinfo.h)
-AC_CHECK_HEADERS(gmp.h)
 AC_CHECK_DECLS([ntohll],[], [], [[#include <arpa/inet.h>]])
 AC_CHECK_DECLS([be64toh],[], [], [[#include <arpa/inet.h>]])
 
-# Checks for typedefs, structures, and compiler characteristics.
+############### Checks for typedefs, structures, and compiler characteristics
 AC_TYPE_SIZE_T
 AC_TYPE_UINT32_T
 AC_TYPE_UINT64_T
 
-# Checks for library functions.
+############### GMP and MPFR #################
-echo
+AC_ARG_WITH([gmp],
-echo Checking libraries 
+    [AS_HELP_STRING([--with-gmp=prefix],
-echo :::::::::::::::::::::::::::::::::::::::::::
+    [try this for a non-standard install prefix of the GMP library])],
+    [AM_CXXFLAGS="-I$with_gmp/include $AM_CXXFLAGS"]
+    [AM_LDFLAGS="-L$with_gmp/lib $AM_LDFLAGS"])
+AC_ARG_WITH([mpfr],
+    [AS_HELP_STRING([--with-mpfr=prefix],
+    [try this for a non-standard install prefix of the MPFR library])],
+    [AM_CXXFLAGS="-I$with_mpfr/include $AM_CXXFLAGS"]
+    [AM_LDFLAGS="-L$with_mpfr/lib $AM_LDFLAGS"])
 
+################## lapack ####################
+AC_ARG_ENABLE([lapack],
+    [AC_HELP_STRING([--enable-lapack=yes|no|prefix], [enable LAPACK])], 
+    [ac_LAPACK=${enable_lapack}],[ac_LAPACK=no])
 
-AC_CHECK_FUNCS([gettimeofday])
+case ${ac_LAPACK} in
-
+    no)
-#AC_CHECK_LIB([gmp],[__gmpf_init],,
+        ;;
-#        [AC_MSG_ERROR(GNU Multiple Precision GMP library was not found in your system.
+    yes)
-#Please install or provide the correct path to your installation
+        AC_DEFINE([USE_LAPACK],[1],[use LAPACK]);;
-#Info at: http://www.gmplib.org)])
+    *)
-
+        AM_CXXFLAGS="-I$ac_LAPACK/include $AM_CXXFLAGS"
-#AC_CHECK_LIB([mpfr],[mpfr_init],,
+        AM_LDFLAGS="-L$ac_LAPACK/lib $AM_LDFLAGS"
-#        [AC_MSG_ERROR(GNU Multiple Precision MPFR library was not found in your system.
+        AC_DEFINE([USE_LAPACK],[1],[use LAPACK])
-#Please install or provide the correct path to your installation
-#Info at: http://www.mpfr.org/)])
-
-AC_ARG_ENABLE([simd],[AC_HELP_STRING([--enable-simd=SSE4|AVX|AVXFMA4|AVX2|AVX512|IMCI],\
-	[Select instructions to be SSE4.0, AVX 1.0, AVX 2.0+FMA, AVX 512, IMCI])],\
-	[ac_SIMD=${enable_simd}],[ac_SIMD=AVX2])
-
-supported=no
-
-case ${ac_SIMD} in
-     SSE4)
-       echo Configuring for SSE4
-       AC_DEFINE([SSE4],[1],[SSE4 Intrinsics] )
-       if test x"$ax_cv_support_ssse3_ext" = x"yes"; then  dnl minimal support for SSE4
-         supported=yes
-       else
-  	AC_MSG_WARN([Your processor does not support SSE4 instructions])
-       fi
-     ;;
-     AVX)
-       echo Configuring for AVX
-       AC_DEFINE([AVX1],[1],[AVX Intrinsics] )
-       if test x"$ax_cv_support_avx_ext" = x"yes"; then  dnl minimal support for AVX
-       supported=yes			  
-       else
-       	AC_MSG_WARN([Your processor does not support AVX instructions])
-       fi
-     ;;
-     AVXFMA4)
-       echo Configuring for AVX
-       AC_DEFINE([AVXFMA4],[1],[AVX Intrinsics with FMA4] )
-       if test x"$ax_cv_support_avx_ext" = x"yes"; then  dnl minimal support for AVX
-       supported=yes			  
-       else
-       	AC_MSG_WARN([Your processor does not support AVX instructions])
-       fi
-     ;;
-     AVX2)
-       echo Configuring for AVX2
-       AC_DEFINE([AVX2],[1],[AVX2 Intrinsics] )
-       if test x"$ax_cv_support_avx2_ext" = x"yes"; then  dnl minimal support for AVX2
-       supported=yes
-       else
-       AC_MSG_WARN([Your processor does not support AVX2 instructions])
-       fi
-     ;;
-     AVX512)
-       echo Configuring for AVX512 
-       AC_DEFINE([AVX512],[1],[AVX512 Intrinsics for Knights Landing] )
-       supported="cross compilation"
-     ;;
-     IMCI)
-       echo Configuring for IMCI
-       AC_DEFINE([IMCI],[1],[IMCI Intrinsics for Knights Corner] )
-       supported="cross compilation"
-     ;;
-     NEONv8)
-       echo Configuring for experimental ARMv8a support 
-       AC_DEFINE([NEONv8],[1],[NEON ARMv8 Experimental support ] )
-       supported="cross compilation"
-     ;;
-     DEBUG)
-       echo Configuring without SIMD support - only for compiler DEBUGGING!
-       AC_DEFINE([EMPTY_SIMD],[1],[EMPTY_SIMD only for DEBUGGING] )
-      ;;     
-     *)
-     AC_MSG_ERROR([${ac_SIMD} flag unsupported as --enable-simd option\nRun ./configure --help for the list of options]); 
-     ;;
 esac
 
+################## first-touch ####################
+AC_ARG_ENABLE([numa],
+    [AC_HELP_STRING([--enable-numa=yes|no|prefix], [enable first touch numa opt])], 
+    [ac_NUMA=${enable_NUMA}],[ac_NUMA=no])
+
+case ${ac_NUMA} in
+    no)
+        ;;
+    yes)
+        AC_DEFINE([GRID_NUMA],[1],[First touch numa locality]);;
+    *)
+        AC_DEFINE([GRID_NUMA],[1],[First touch numa locality]);;
+esac
+
+################## FFTW3 ####################
+AC_ARG_WITH([fftw],    
+            [AS_HELP_STRING([--with-fftw=prefix],
+            [try this for a non-standard install prefix of the FFTW3 library])],
+            [AM_CXXFLAGS="-I$with_fftw/include $AM_CXXFLAGS"]
+            [AM_LDFLAGS="-L$with_fftw/lib $AM_LDFLAGS"])
+
+################ Get compiler informations
+AC_LANG([C++])
+AX_CXX_COMPILE_STDCXX_11([noext],[mandatory])
+AX_COMPILER_VENDOR
+AC_DEFINE_UNQUOTED([CXX_COMP_VENDOR],["$ax_cv_cxx_compiler_vendor"],
+      [vendor of C++ compiler that will compile the code])
+AX_GXX_VERSION
+AC_DEFINE_UNQUOTED([GXX_VERSION],["$GXX_VERSION"],
+      [version of g++ that will compile the code])
+
+############### Checks for library functions
+CXXFLAGS_CPY=$CXXFLAGS
+LDFLAGS_CPY=$LDFLAGS
+CXXFLAGS="$AM_CXXFLAGS $CXXFLAGS"
+LDFLAGS="$AM_LDFLAGS $LDFLAGS"
+AC_CHECK_FUNCS([gettimeofday])
+AC_CHECK_LIB([gmp],[__gmpf_init],
+             [AC_CHECK_LIB([mpfr],[mpfr_init],
+                 [AC_DEFINE([HAVE_LIBMPFR], [1], [Define to 1 if you have the `MPFR' library (-lmpfr).])]
+                 [have_mpfr=true]
+                 [LIBS="$LIBS -lmpfr"],
+                 [AC_MSG_ERROR([MPFR library not found])])]
+   	     [AC_DEFINE([HAVE_LIBGMP], [1], [Define to 1 if you have the `GMP' library (-lgmp).])]
+             [have_gmp=true]
+             [LIBS="$LIBS -lgmp"],
+             [AC_MSG_WARN([**** GMP library not found, Grid can still compile but RHMC will not work ****])])
+
+if test "${ac_LAPACK}x" != "nox"; then
+    AC_CHECK_LIB([lapack],[LAPACKE_sbdsdc],[],
+                 [AC_MSG_ERROR("LAPACK enabled but library not found")])
+fi
+AC_CHECK_LIB([fftw3],[fftw_execute],
+  [AC_DEFINE([HAVE_FFTW],[1],[Define to 1 if you have the `FFTW' library (-lfftw3).])]
+  [have_fftw=true]
+  [LIBS="$LIBS -lfftw3 -lfftw3f"],
+  [AC_MSG_WARN([**** FFTW library not found, Grid can still compile but FFT-based routines will not work ****])])
+CXXFLAGS=$CXXFLAGS_CPY
+LDFLAGS=$LDFLAGS_CPY
+
+############### SIMD instruction selection
+AC_ARG_ENABLE([simd],[AC_HELP_STRING([--enable-simd=SSE4|AVX|AVXFMA4|AVXFMA|AVX2|AVX512|AVX512MIC|IMCI|KNL|KNC],\
+	[Select instructions to be SSE4.0, AVX 1.0, AVX 2.0+FMA, AVX 512, IMCI])],\
+	[ac_SIMD=${enable_simd}],[ac_SIMD=GEN])
+
+case ${ax_cv_cxx_compiler_vendor} in
+  clang|gnu)
+    case ${ac_SIMD} in
+      SSE4)
+        AC_DEFINE([SSE4],[1],[SSE4 intrinsics])
+        SIMD_FLAGS='-msse4.2';;
+      AVX)
+        AC_DEFINE([AVX1],[1],[AVX intrinsics])
+        SIMD_FLAGS='-mavx';;
+      AVXFMA4)
+        AC_DEFINE([AVXFMA4],[1],[AVX intrinsics with FMA4])
+        SIMD_FLAGS='-mavx -mfma4';;
+      AVXFMA)
+        AC_DEFINE([AVXFMA],[1],[AVX intrinsics with FMA3])
+        SIMD_FLAGS='-mavx -mfma';;
+      AVX2)
+        AC_DEFINE([AVX2],[1],[AVX2 intrinsics])
+        SIMD_FLAGS='-mavx2 -mfma';;
+      AVX512|AVX512MIC|KNL)
+        AC_DEFINE([AVX512],[1],[AVX512 intrinsics])
+        SIMD_FLAGS='-mavx512f -mavx512pf -mavx512er -mavx512cd';;
+      IMCI|KNC)
+        AC_DEFINE([IMCI],[1],[IMCI intrinsics for Knights Corner])
+        SIMD_FLAGS='';;
+      GEN)
+        AC_DEFINE([GENERIC_VEC],[1],[generic vector code])
+        SIMD_FLAGS='';;
+      QPX|BGQ)
+        AC_DEFINE([QPX],[1],[QPX intrinsics for BG/Q])
+        SIMD_FLAGS='';;
+      *)
+        AC_MSG_ERROR(["SIMD option ${ac_SIMD} not supported by the GCC/Clang compiler"]);;
+    esac;;
+  intel)
+    case ${ac_SIMD} in
+      SSE4)
+        AC_DEFINE([SSE4],[1],[SSE4 intrinsics])
+        SIMD_FLAGS='-msse4.2 -xsse4.2';;
+      AVX)
+        AC_DEFINE([AVX1],[1],[AVX intrinsics])
+        SIMD_FLAGS='-mavx -xavx';;
+      AVXFMA4)
+        AC_DEFINE([AVXFMA4],[1],[AVX intrinsics with FMA4])
+        SIMD_FLAGS='-mavx -mfma';;
+      AVXFMA)
+        AC_DEFINE([AVXFMA],[1],[AVX intrinsics with FMA4])
+        SIMD_FLAGS='-mavx -mfma';;
+      AVX2)
+        AC_DEFINE([AVX2],[1],[AVX2 intrinsics])
+        SIMD_FLAGS='-march=core-avx2 -xcore-avx2';;
+      AVX512)
+        AC_DEFINE([AVX512],[1],[AVX512 intrinsics])
+        SIMD_FLAGS='-xcore-avx512';;
+      AVX512MIC|KNL)
+        AC_DEFINE([AVX512],[1],[AVX512 intrinsics for Knights Landing])
+        SIMD_FLAGS='-xmic-avx512';;
+      IMCI|KNC)
+        AC_DEFINE([IMCI],[1],[IMCI Intrinsics for Knights Corner])
+        SIMD_FLAGS='';;
+      GEN)
+        AC_DEFINE([GENERIC_VEC],[1],[generic vector code])
+        SIMD_FLAGS='';;
+      *)
+        AC_MSG_ERROR(["SIMD option ${ac_SIMD} not supported by the Intel compiler"]);;
+    esac;;
+  *)
+    AC_MSG_WARN([Compiler unknown, using generic vector code])
+    AC_DEFINE([GENERIC_VEC],[1],[generic vector code]);;
+esac
+AM_CXXFLAGS="$SIMD_FLAGS $AM_CXXFLAGS"
+AM_CFLAGS="$SIMD_FLAGS $AM_CFLAGS"
+
+case ${ac_SIMD} in
+  AVX512|AVX512MIC|KNL)
+    AC_DEFINE([TEST_ZMM],[1],[compile ZMM test]);;
+  *)
+	;;
+esac
+
+############### precision selection
 AC_ARG_ENABLE([precision],[AC_HELP_STRING([--enable-precision=single|double],[Select default word size of Real])],[ac_PRECISION=${enable_precision}],[ac_PRECISION=double])
 case ${ac_PRECISION} in
      single)
-       echo default precision is single
        AC_DEFINE([GRID_DEFAULT_PRECISION_SINGLE],[1],[GRID_DEFAULT_PRECISION is SINGLE] )
      ;;
      double)
-       echo default precision is double
        AC_DEFINE([GRID_DEFAULT_PRECISION_DOUBLE],[1],[GRID_DEFAULT_PRECISION is DOUBLE] )
      ;;
 esac
 
-AC_ARG_ENABLE([comms],[AC_HELP_STRING([--enable-comms=none|mpi],[Select communications])],[ac_COMMS=${enable_comms}],[ac_COMMS=none])
+############### communication type selection
+AC_ARG_ENABLE([comms],[AC_HELP_STRING([--enable-comms=none|mpi|mpi-auto|shmem],[Select communications])],[ac_COMMS=${enable_comms}],[ac_COMMS=none])
 
 case ${ac_COMMS} in
      none)
-       echo Configuring for NO communications
        AC_DEFINE([GRID_COMMS_NONE],[1],[GRID_COMMS_NONE] )
      ;;
-     mpi)
+     mpi-auto)
-       echo Configuring for MPI communications
        AC_DEFINE([GRID_COMMS_MPI],[1],[GRID_COMMS_MPI] )
+       LX_FIND_MPI
+       if test "x$have_CXX_mpi" = 'xno'; then AC_MSG_ERROR(["MPI not found"]); fi
+       AM_CXXFLAGS="$MPI_CXXFLAGS $AM_CXXFLAGS"
+       AM_CFLAGS="$MPI_CFLAGS $AM_CFLAGS"
+       AM_LDFLAGS="`echo $MPI_CXXLDFLAGS | sed -E 's/-l@<:@^ @:>@+//g'` $AM_LDFLAGS"
+       LIBS="`echo $MPI_CXXLDFLAGS | sed -E 's/-L@<:@^ @:>@+//g'` $LIBS"
+     ;;
+     mpi)
+       AC_DEFINE([GRID_COMMS_MPI],[1],[GRID_COMMS_MPI] )
+     ;;
+     mpi3)
+       AC_DEFINE([GRID_COMMS_MPI3],[1],[GRID_COMMS_MPI3] )
+     ;;
+     shmem)
+       AC_DEFINE([GRID_COMMS_SHMEM],[1],[GRID_COMMS_SHMEM] )
      ;;
      *)
      AC_MSG_ERROR([${ac_COMMS} unsupported --enable-comms option]); 
      ;;
 esac
-
+AM_CONDITIONAL(BUILD_COMMS_SHMEM,[ test "X${ac_COMMS}X" == "XshmemX" ])
-AM_CONDITIONAL(BUILD_COMMS_MPI,[ test "X${ac_COMMS}X" == "XmpiX" ])
+AM_CONDITIONAL(BUILD_COMMS_MPI,[ test "X${ac_COMMS}X" == "XmpiX" || test "X${ac_COMMS}X" == "Xmpi-autoX" ])
+AM_CONDITIONAL(BUILD_COMMS_MPI3,[ test "X${ac_COMMS}X" == "Xmpi3X"] )
 AM_CONDITIONAL(BUILD_COMMS_NONE,[ test "X${ac_COMMS}X" == "XnoneX" ])
 
-AC_ARG_ENABLE([chroma],[AC_HELP_STRING([--enable-chroma],[Expect chroma compiled under c++11 ])],ac_CHROMA=yes,ac_CHROMA=no)
+############### RNG selection
+AC_ARG_ENABLE([rng],[AC_HELP_STRING([--enable-rng=ranlux48|mt19937],\
+	[Select Random Number Generator to be used])],\
+	[ac_RNG=${enable_rng}],[ac_RNG=ranlux48])
 
-case ${ac_CHROMA} in
+case ${ac_RNG} in
-     yes)
+     ranlux48)
-       echo Enabling tests regressing to Chroma
+      AC_DEFINE([RNG_RANLUX],[1],[RNG_RANLUX] )
      ;;
-     no)
+     mt19937)
-       echo Disabling tests regressing to Chroma
+      AC_DEFINE([RNG_MT19937],[1],[RNG_MT19937] )
      ;;
      *)
-     AC_MSG_ERROR([${ac_CHROMA} unsupported --enable-chroma option]); 
+      AC_MSG_ERROR([${ac_RNG} unsupported --enable-rng option]); 
      ;;
 esac
 
+############### timer option
+AC_ARG_ENABLE([timers],[AC_HELP_STRING([--enable-timers],\
+	[Enable system dependent high res timers])],\
+	[ac_TIMERS=${enable_timers}],[ac_TIMERS=yes])
+case ${ac_TIMERS} in
+     yes)
+      AC_DEFINE([TIMERS_ON],[1],[TIMERS_ON] )
+     ;;
+     no)
+      AC_DEFINE([TIMERS_OFF],[1],[TIMERS_OFF] )
+     ;;
+     *)
+      AC_MSG_ERROR([${ac_TIMERS} unsupported --enable-timers option]); 
+     ;;
+esac
+
+############### Chroma regression test
+AC_ARG_ENABLE([chroma],[AC_HELP_STRING([--enable-chroma],[Expect chroma compiled under c++11 ])],ac_CHROMA=yes,ac_CHROMA=no)
+case ${ac_CHROMA} in
+     yes|no)
+     ;;
+     *)
+       AC_MSG_ERROR([${ac_CHROMA} unsupported --enable-chroma option]); 
+     ;;
+esac
 AM_CONDITIONAL(BUILD_CHROMA_REGRESSION,[ test "X${ac_CHROMA}X" == "XyesX" ])
 
-###################################################################
+############### Doxygen
-# Checks for doxygen support
+AC_PROG_DOXYGEN
-# if present enables the "make doxyfile" command
-#echo
-#echo Checking doxygen support 
-#echo :::::::::::::::::::::::::::::::::::::::::::
-#AC_PROG_DOXYGEN
 
-#if test -n "$DOXYGEN"
+if test -n "$DOXYGEN"
-#then
+then
-#AC_CONFIG_FILES([docs/doxy.cfg])
+AC_CONFIG_FILES([docs/doxy.cfg])
-#fi
+fi
 
-echo
+############### Ouput
-echo Creating configuration files
+cwd=`pwd -P`; cd ${srcdir}; abs_srcdir=`pwd -P`; cd ${cwd}
-echo :::::::::::::::::::::::::::::::::::::::::::
+AM_CXXFLAGS="-I${abs_srcdir}/include $AM_CXXFLAGS"
+AM_CFLAGS="-I${abs_srcdir}/include $AM_CFLAGS"
+AM_LDFLAGS="-L${cwd}/lib $AM_LDFLAGS"
+AC_SUBST([AM_CFLAGS])
+AC_SUBST([AM_CXXFLAGS])
+AC_SUBST([AM_LDFLAGS])
 AC_CONFIG_FILES(Makefile)
 AC_CONFIG_FILES(lib/Makefile)
 AC_CONFIG_FILES(tests/Makefile)
+AC_CONFIG_FILES(tests/IO/Makefile)
+AC_CONFIG_FILES(tests/core/Makefile)
+AC_CONFIG_FILES(tests/debug/Makefile)
+AC_CONFIG_FILES(tests/forces/Makefile)
+AC_CONFIG_FILES(tests/hmc/Makefile)
+AC_CONFIG_FILES(tests/solver/Makefile)
 AC_CONFIG_FILES(tests/qdpxx/Makefile)
 AC_CONFIG_FILES(benchmarks/Makefile)
 AC_OUTPUT
 
-
 echo "
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 Summary of configuration for $PACKAGE v$VERSION
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
-The following features are enabled:
+----- PLATFORM ----------------------------------------
-
 - architecture (build)          : $build_cpu
 - os (build)                    : $build_os
 - architecture (target)         : $target_cpu
 - os (target)                   : $target_os
+- compiler vendor               : ${ax_cv_cxx_compiler_vendor}
+- compiler version              : ${ax_cv_gxx_version}
+----- BUILD OPTIONS -----------------------------------
+- SIMD                          : ${ac_SIMD}
+- Threading                     : ${ac_openmp} 
+- Communications type           : ${ac_COMMS}
+- Default precision             : ${ac_PRECISION}
+- RNG choice                    : ${ac_RNG} 
+- GMP                           : `if test "x$have_gmp" = xtrue; then echo yes; else echo no; fi`
+- LAPACK                        : ${ac_LAPACK}
+- FFTW                          : `if test "x$have_fftw" = xtrue; then echo yes; else echo no; fi`
 - build DOXYGEN documentation   : `if test "x$enable_doc" = xyes; then echo yes; else echo no; fi`
 - graphs and diagrams           : `if test "x$enable_dot" = xyes; then echo yes; else echo no; fi`
-- Supported SIMD flags          : $SIMD_FLAGS
+----- BUILD FLAGS -------------------------------------
-----------------------------------------------------------
+- CXXFLAGS:
-- enabled simd support          : ${ac_SIMD}   (supported: $supported )
+`echo ${AM_CXXFLAGS} ${CXXFLAGS} | tr ' ' '\n' | sed 's/^-/    -/g'`
-- communications type           : ${ac_COMMS}
+- LDFLAGS:
-
+`echo ${AM_LDFLAGS} ${LDFLAGS} | tr ' ' '\n' | sed 's/^-/    -/g'`
-
+- LIBS:
+`echo ${LIBS} | tr ' ' '\n' | sed 's/^-/    -/g'`
+-------------------------------------------------------
 "

gcc-bug-report/broken.cc

@@ -1,3 +1,30 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./gcc-bug-report/broken.cc
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #include <vector>
 #include <complex>
 #include <type_traits>

include/Grid

@@ -0,0 +1 @@
+../lib

lib/Algorithms.h

@@ -1,27 +1,56 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/Algorithms.h
+
+    Copyright (C) 2015
+
+Author: Azusa Yamaguchi <ayamaguc@staffmail.ed.ac.uk>
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_ALGORITHMS_H
 #define GRID_ALGORITHMS_H
 
-#include <algorithms/SparseMatrix.h>
+#include <Grid/algorithms/SparseMatrix.h>
-#include <algorithms/LinearOperator.h>
+#include <Grid/algorithms/LinearOperator.h>
-#include <algorithms/Preconditioner.h>
+#include <Grid/algorithms/Preconditioner.h>
 
-#include <algorithms/approx/Zolotarev.h>
+#include <Grid/algorithms/approx/Zolotarev.h>
-#include <algorithms/approx/Chebyshev.h>
+#include <Grid/algorithms/approx/Chebyshev.h>
-#include <algorithms/approx/Remez.h>
+#include <Grid/algorithms/approx/Remez.h>
-#include <algorithms/approx/MultiShiftFunction.h>
+#include <Grid/algorithms/approx/MultiShiftFunction.h>
 
-#include <algorithms/iterative/ConjugateGradient.h>
+#include <Grid/algorithms/iterative/ConjugateGradient.h>
-#include <algorithms/iterative/ConjugateResidual.h>
+#include <Grid/algorithms/iterative/ConjugateResidual.h>
-#include <algorithms/iterative/NormalEquations.h>
+#include <Grid/algorithms/iterative/NormalEquations.h>
-#include <algorithms/iterative/SchurRedBlack.h>
+#include <Grid/algorithms/iterative/SchurRedBlack.h>
 
-#include <algorithms/iterative/ConjugateGradientMultiShift.h>
+#include <Grid/algorithms/iterative/ConjugateGradientMultiShift.h>
+#include <Grid/algorithms/iterative/ConjugateGradientMixedPrec.h>
 
 // Lanczos support
-#include <algorithms/iterative/MatrixUtils.h>
+#include <Grid/algorithms/iterative/MatrixUtils.h>
-#include <algorithms/iterative/ImplicitlyRestartedLanczos.h>
+#include <Grid/algorithms/iterative/ImplicitlyRestartedLanczos.h>
 
-#include <algorithms/CoarsenedMatrix.h>
+#include <Grid/algorithms/CoarsenedMatrix.h>
 
 // Eigen/lanczos
 // EigCg

lib/AlignedAllocator.h

@@ -1,3 +1,31 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/AlignedAllocator.h
+
+    Copyright (C) 2015
+
+Author: Azusa Yamaguchi <ayamaguc@staffmail.ed.ac.uk>
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_ALIGNED_ALLOCATOR_H
 #define GRID_ALIGNED_ALLOCATOR_H
 
@@ -8,7 +36,6 @@
 #include <malloc.h>
 #endif
 
-#include <immintrin.h>
 #ifdef HAVE_MM_MALLOC_H
 #include <mm_malloc.h>
 #endif
@@ -30,27 +57,28 @@ public:
   typedef _Tp        value_type;
 
   template<typename _Tp1>  struct rebind { typedef alignedAllocator<_Tp1> other; };
-
   alignedAllocator() throw() { }
-
   alignedAllocator(const alignedAllocator&) throw() { }
-
   template<typename _Tp1> alignedAllocator(const alignedAllocator<_Tp1>&) throw() { }
-
   ~alignedAllocator() throw() { }
-
   pointer       address(reference __x)       const { return &__x; }
-  //  const_pointer address(const_reference __x) const { return &__x; }
-
   size_type  max_size() const throw() { return size_t(-1) / sizeof(_Tp); }
 
-  pointer allocate(size_type __n, const void* = 0)
+  pointer allocate(size_type __n, const void* _p= 0)
   { 
 #ifdef HAVE_MM_MALLOC_H
     _Tp * ptr = (_Tp *) _mm_malloc(__n*sizeof(_Tp),128);
 #else
     _Tp * ptr = (_Tp *) memalign(128,__n*sizeof(_Tp));
 #endif
+
+    _Tp tmp;
+#ifdef GRID_NUMA
+#pragma omp parallel for schedule(static)
+  for(int i=0;i<__n;i++){
+    ptr[i]=tmp;
+  }
+#endif 
     return ptr;
   }
 
@@ -63,15 +91,101 @@ public:
   }
   void construct(pointer __p, const _Tp& __val) { };
   void construct(pointer __p) { };
-
   void destroy(pointer __p) { };
 };
+template<typename _Tp>  inline bool operator==(const alignedAllocator<_Tp>&, const alignedAllocator<_Tp>&){ return true; }
+template<typename _Tp>  inline bool operator!=(const alignedAllocator<_Tp>&, const alignedAllocator<_Tp>&){ return false; }
 
-template<typename _Tp>  inline bool
+//////////////////////////////////////////////////////////////////////////////////////////
-operator==(const alignedAllocator<_Tp>&, const alignedAllocator<_Tp>&){ return true; }
+// MPI3 : comms must use shm region
+// SHMEM: comms must use symmetric heap
+//////////////////////////////////////////////////////////////////////////////////////////
+#ifdef GRID_COMMS_SHMEM
+extern "C" { 
+#include <mpp/shmem.h>
+extern void * shmem_align(size_t, size_t);
+extern void  shmem_free(void *);
+}
+#define PARANOID_SYMMETRIC_HEAP
+#endif
 
-template<typename _Tp>  inline bool
+template<typename _Tp>
-operator!=(const alignedAllocator<_Tp>&, const alignedAllocator<_Tp>&){ return false; }
+class commAllocator {
+public: 
+  typedef std::size_t     size_type;
+  typedef std::ptrdiff_t  difference_type;
+  typedef _Tp*       pointer;
+  typedef const _Tp* const_pointer;
+  typedef _Tp&       reference;
+  typedef const _Tp& const_reference;
+  typedef _Tp        value_type;
+
+  template<typename _Tp1>  struct rebind { typedef commAllocator<_Tp1> other; };
+  commAllocator() throw() { }
+  commAllocator(const commAllocator&) throw() { }
+  template<typename _Tp1> commAllocator(const commAllocator<_Tp1>&) throw() { }
+  ~commAllocator() throw() { }
+  pointer       address(reference __x)       const { return &__x; }
+  size_type  max_size() const throw() { return size_t(-1) / sizeof(_Tp); }
+
+#ifdef GRID_COMMS_SHMEM
+  pointer allocate(size_type __n, const void* _p= 0)
+  {
+#ifdef CRAY
+    _Tp *ptr = (_Tp *) shmem_align(__n*sizeof(_Tp),64);
+#else
+    _Tp *ptr = (_Tp *) shmem_align(64,__n*sizeof(_Tp));
+#endif
+#ifdef PARANOID_SYMMETRIC_HEAP
+    static void * bcast;
+    static long  psync[_SHMEM_REDUCE_SYNC_SIZE];
+
+    bcast = (void *) ptr;
+    shmem_broadcast32((void *)&bcast,(void *)&bcast,sizeof(void *)/4,0,0,0,shmem_n_pes(),psync);
+
+    if ( bcast != ptr ) {
+      std::printf("inconsistent alloc pe %d %lx %lx \n",shmem_my_pe(),bcast,ptr);std::fflush(stdout);
+      //      BACKTRACEFILE();
+      exit(0);
+    }
+    assert( bcast == (void *) ptr);
+#endif 
+    return ptr;
+  }
+  void deallocate(pointer __p, size_type) { 
+    shmem_free((void *)__p);
+  }
+#else
+  pointer allocate(size_type __n, const void* _p= 0) 
+  {
+#ifdef HAVE_MM_MALLOC_H
+    _Tp * ptr = (_Tp *) _mm_malloc(__n*sizeof(_Tp),128);
+#else
+    _Tp * ptr = (_Tp *) memalign(128,__n*sizeof(_Tp));
+#endif
+    return ptr;
+  }
+  void deallocate(pointer __p, size_type) { 
+#ifdef HAVE_MM_MALLOC_H
+    _mm_free((void *)__p); 
+#else
+    free((void *)__p);
+#endif
+  }
+#endif
+  void construct(pointer __p, const _Tp& __val) { };
+  void construct(pointer __p) { };
+  void destroy(pointer __p) { };
+};
+template<typename _Tp>  inline bool operator==(const commAllocator<_Tp>&, const commAllocator<_Tp>&){ return true; }
+template<typename _Tp>  inline bool operator!=(const commAllocator<_Tp>&, const commAllocator<_Tp>&){ return false; }
+
+////////////////////////////////////////////////////////////////////////////////
+// Template typedefs
+////////////////////////////////////////////////////////////////////////////////
+template<class T> using Vector     = std::vector<T,alignedAllocator<T> >;           
+template<class T> using commVector = std::vector<T,commAllocator<T> >;              
+template<class T> using Matrix     = std::vector<std::vector<T,alignedAllocator<T> > >;
     
 }; // namespace Grid
 #endif

lib/Cartesian.h

@@ -1,8 +1,35 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/Cartesian.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_CARTESIAN_H
 #define GRID_CARTESIAN_H
 
-#include <cartesian/Cartesian_base.h>
+#include <Grid/cartesian/Cartesian_base.h>
-#include <cartesian/Cartesian_full.h>
+#include <Grid/cartesian/Cartesian_full.h>
-#include <cartesian/Cartesian_red_black.h> 
+#include <Grid/cartesian/Cartesian_red_black.h> 
 
 #endif

lib/Communicator.h

@@ -1,6 +1,33 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/Communicator.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_COMMUNICATOR_H
 #define GRID_COMMUNICATOR_H
 
-#include <communicator/Communicator_base.h>
+#include <Grid/communicator/Communicator_base.h>
 
 #endif

lib/Config.h.in

@@ -1,174 +0,0 @@
-/* lib/Config.h.in.  Generated from configure.ac by autoheader.  */
-
-/* AVX Intrinsics */
-#undef AVX1
-
-/* AVX2 Intrinsics */
-#undef AVX2
-
-/* AVX512 Intrinsics for Knights Landing */
-#undef AVX512
-
-/* AVX Intrinsics with FMA4 */
-#undef AVXFMA4
-
-/* EMPTY_SIMD only for DEBUGGING */
-#undef EMPTY_SIMD
-
-/* GRID_COMMS_MPI */
-#undef GRID_COMMS_MPI
-
-/* GRID_COMMS_NONE */
-#undef GRID_COMMS_NONE
-
-/* GRID_DEFAULT_PRECISION is DOUBLE */
-#undef GRID_DEFAULT_PRECISION_DOUBLE
-
-/* GRID_DEFAULT_PRECISION is SINGLE */
-#undef GRID_DEFAULT_PRECISION_SINGLE
-
-/* Support Altivec instructions */
-#undef HAVE_ALTIVEC
-
-/* Support AVX (Advanced Vector Extensions) instructions */
-#undef HAVE_AVX
-
-/* Support AVX2 (Advanced Vector Extensions 2) instructions */
-#undef HAVE_AVX2
-
-/* Define to 1 if you have the declaration of `be64toh', and to 0 if you
-   don't. */
-#undef HAVE_DECL_BE64TOH
-
-/* Define to 1 if you have the declaration of `ntohll', and to 0 if you don't.
-   */
-#undef HAVE_DECL_NTOHLL
-
-/* Define to 1 if you have the <endian.h> header file. */
-#undef HAVE_ENDIAN_H
-
-/* Define to 1 if you have the <execinfo.h> header file. */
-#undef HAVE_EXECINFO_H
-
-/* Support FMA3 (Fused Multiply-Add) instructions */
-#undef HAVE_FMA
-
-/* Define to 1 if you have the `gettimeofday' function. */
-#undef HAVE_GETTIMEOFDAY
-
-/* Define to 1 if you have the <gmp.h> header file. */
-#undef HAVE_GMP_H
-
-/* Define to 1 if you have the <inttypes.h> header file. */
-#undef HAVE_INTTYPES_H
-
-/* Define to 1 if you have the <malloc.h> header file. */
-#undef HAVE_MALLOC_H
-
-/* Define to 1 if you have the <malloc/malloc.h> header file. */
-#undef HAVE_MALLOC_MALLOC_H
-
-/* Define to 1 if you have the <memory.h> header file. */
-#undef HAVE_MEMORY_H
-
-/* Support mmx instructions */
-#undef HAVE_MMX
-
-/* Define to 1 if you have the <mm_malloc.h> header file. */
-#undef HAVE_MM_MALLOC_H
-
-/* Support SSE (Streaming SIMD Extensions) instructions */
-#undef HAVE_SSE
-
-/* Support SSE2 (Streaming SIMD Extensions 2) instructions */
-#undef HAVE_SSE2
-
-/* Support SSE3 (Streaming SIMD Extensions 3) instructions */
-#undef HAVE_SSE3
-
-/* Support SSSE4.1 (Streaming SIMD Extensions 4.1) instructions */
-#undef HAVE_SSE4_1
-
-/* Support SSSE4.2 (Streaming SIMD Extensions 4.2) instructions */
-#undef HAVE_SSE4_2
-
-/* Support SSSE3 (Supplemental Streaming SIMD Extensions 3) instructions */
-#undef HAVE_SSSE3
-
-/* Define to 1 if you have the <stdint.h> header file. */
-#undef HAVE_STDINT_H
-
-/* Define to 1 if you have the <stdlib.h> header file. */
-#undef HAVE_STDLIB_H
-
-/* Define to 1 if you have the <strings.h> header file. */
-#undef HAVE_STRINGS_H
-
-/* Define to 1 if you have the <string.h> header file. */
-#undef HAVE_STRING_H
-
-/* Define to 1 if you have the <sys/stat.h> header file. */
-#undef HAVE_SYS_STAT_H
-
-/* Define to 1 if you have the <sys/types.h> header file. */
-#undef HAVE_SYS_TYPES_H
-
-/* Define to 1 if you have the <unistd.h> header file. */
-#undef HAVE_UNISTD_H
-
-/* IMCI Intrinsics for Knights Corner */
-#undef IMCI
-
-/* NEON ARMv8 Experimental support */
-#undef NEONv8
-
-/* Name of package */
-#undef PACKAGE
-
-/* Define to the address where bug reports for this package should be sent. */
-#undef PACKAGE_BUGREPORT
-
-/* Define to the full name of this package. */
-#undef PACKAGE_NAME
-
-/* Define to the full name and version of this package. */
-#undef PACKAGE_STRING
-
-/* Define to the one symbol short name of this package. */
-#undef PACKAGE_TARNAME
-
-/* Define to the home page for this package. */
-#undef PACKAGE_URL
-
-/* Define to the version of this package. */
-#undef PACKAGE_VERSION
-
-/* SSE4 Intrinsics */
-#undef SSE4
-
-/* Define to 1 if you have the ANSI C header files. */
-#undef STDC_HEADERS
-
-/* Version number of package */
-#undef VERSION
-
-/* Define for Solaris 2.5.1 so the uint32_t typedef from <sys/synch.h>,
-   <pthread.h>, or <semaphore.h> is not used. If the typedef were allowed, the
-   #define below would cause a syntax error. */
-#undef _UINT32_T
-
-/* Define for Solaris 2.5.1 so the uint64_t typedef from <sys/synch.h>,
-   <pthread.h>, or <semaphore.h> is not used. If the typedef were allowed, the
-   #define below would cause a syntax error. */
-#undef _UINT64_T
-
-/* Define to `unsigned int' if <sys/types.h> does not define. */
-#undef size_t
-
-/* Define to the type of an unsigned integer type of width exactly 32 bits if
-   such a type exists and the standard includes do not define it. */
-#undef uint32_t
-
-/* Define to the type of an unsigned integer type of width exactly 64 bits if
-   such a type exists and the standard includes do not define it. */
-#undef uint64_t

lib/Cshift.h

@@ -1,13 +1,48 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/Cshift.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef _GRID_CSHIFT_H_
 #define _GRID_CSHIFT_H_
 
-#include <cshift/Cshift_common.h>
+#include <Grid/cshift/Cshift_common.h>
 
 #ifdef GRID_COMMS_NONE
-#include <cshift/Cshift_none.h>
+#include <Grid/cshift/Cshift_none.h>
 #endif
 
 #ifdef GRID_COMMS_MPI
-#include <cshift/Cshift_mpi.h>
+#include <Grid/cshift/Cshift_mpi.h>
+#endif 
+
+#ifdef GRID_COMMS_MPI3
+#include <Grid/cshift/Cshift_mpi.h>
+#endif 
+
+#ifdef GRID_COMMS_SHMEM
+#include <Grid/cshift/Cshift_mpi.h> // uses same implementation of communicator
 #endif 
 #endif

lib/FFT.h

@@ -0,0 +1,271 @@
+
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/Cshift.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
+#ifndef _GRID_FFT_H_
+#define _GRID_FFT_H_
+
+#ifdef HAVE_FFTW	
+#include <fftw3.h>
+#endif
+namespace Grid {
+
+  template<class scalar> struct FFTW { };
+
+#ifdef HAVE_FFTW	
+  template<> struct FFTW<ComplexD> {
+  public:
+
+    typedef fftw_complex FFTW_scalar;
+    typedef fftw_plan    FFTW_plan;
+
+    static FFTW_plan fftw_plan_many_dft(int rank, const int *n,int howmany,
+					FFTW_scalar *in, const int *inembed,		
+					int istride, int idist,		
+					FFTW_scalar *out, const int *onembed,		
+					int ostride, int odist,		
+					int sign, unsigned flags) {
+      return ::fftw_plan_many_dft(rank,n,howmany,in,inembed,istride,idist,out,onembed,ostride,odist,sign,flags);
+    }	  
+    
+    static void fftw_flops(const FFTW_plan p,double *add, double *mul, double *fmas){
+      ::fftw_flops(p,add,mul,fmas);
+    }
+
+    inline static void fftw_execute_dft(const FFTW_plan p,FFTW_scalar *in,FFTW_scalar *out) {
+      ::fftw_execute_dft(p,in,out);
+    }
+    inline static void fftw_destroy_plan(const FFTW_plan p) {
+      ::fftw_destroy_plan(p);
+    }
+  };
+
+  template<> struct FFTW<ComplexF> {
+  public:
+
+    typedef fftwf_complex FFTW_scalar;
+    typedef fftwf_plan    FFTW_plan;
+
+    static FFTW_plan fftw_plan_many_dft(int rank, const int *n,int howmany,
+					FFTW_scalar *in, const int *inembed,		
+					int istride, int idist,		
+					FFTW_scalar *out, const int *onembed,		
+					int ostride, int odist,		
+					int sign, unsigned flags) {
+      return ::fftwf_plan_many_dft(rank,n,howmany,in,inembed,istride,idist,out,onembed,ostride,odist,sign,flags);
+    }	  
+    
+    static void fftw_flops(const FFTW_plan p,double *add, double *mul, double *fmas){
+      ::fftwf_flops(p,add,mul,fmas);
+    }
+
+    inline static void fftw_execute_dft(const FFTW_plan p,FFTW_scalar *in,FFTW_scalar *out) {
+      ::fftwf_execute_dft(p,in,out);
+    }
+    inline static void fftw_destroy_plan(const FFTW_plan p) {
+      ::fftwf_destroy_plan(p);
+    }
+  };
+
+#endif
+
+#ifndef FFTW_FORWARD
+#define FFTW_FORWARD (-1)
+#define FFTW_BACKWARD (+1)
+#endif
+
+  class FFT { 
+  private:
+
+    GridCartesian *vgrid;
+    GridCartesian *sgrid;
+
+    int Nd;
+    double flops;
+    double flops_call;
+    uint64_t usec;
+
+    std::vector<int> dimensions;
+    std::vector<int> processors;
+    std::vector<int> processor_coor;
+
+  public:
+
+    static const int forward=FFTW_FORWARD;
+    static const int backward=FFTW_BACKWARD;
+
+    double Flops(void) {return flops;}
+    double MFlops(void) {return flops/usec;}
+
+    FFT ( GridCartesian * grid ) : 
+      vgrid(grid),
+      Nd(grid->_ndimension),
+      dimensions(grid->_fdimensions),
+      processors(grid->_processors),
+      processor_coor(grid->_processor_coor)
+    {
+      flops=0;
+      usec =0;
+      std::vector<int> layout(Nd,1);
+      sgrid = new GridCartesian(dimensions,layout,processors);
+    };
+
+    ~FFT ( void)  { 
+      delete sgrid; 
+    }
+    
+    template<class vobj>
+    void FFT_dim(Lattice<vobj> &result,const Lattice<vobj> &source,int dim, int inverse){
+
+      conformable(result._grid,vgrid);
+      conformable(source._grid,vgrid);
+
+      int L = vgrid->_ldimensions[dim];
+      int G = vgrid->_fdimensions[dim];
+
+      std::vector<int> layout(Nd,1);
+      std::vector<int> pencil_gd(vgrid->_fdimensions);
+
+      pencil_gd[dim] = G*processors[dim];    
+
+      // Pencil global vol LxLxGxLxL per node
+      GridCartesian pencil_g(pencil_gd,layout,processors);
+
+      // Construct pencils
+      typedef typename vobj::scalar_object sobj;
+      typedef typename sobj::scalar_type   scalar;
+
+      Lattice<vobj> ssource(vgrid); ssource =source;
+      Lattice<sobj> pgsource(&pencil_g);
+      Lattice<sobj> pgresult(&pencil_g); pgresult=zero;
+
+#ifndef HAVE_FFTW	
+      assert(0);
+#else 
+      typedef typename FFTW<scalar>::FFTW_scalar FFTW_scalar;
+      typedef typename FFTW<scalar>::FFTW_plan   FFTW_plan;
+
+      {
+	int Ncomp = sizeof(sobj)/sizeof(scalar);
+	int Nlow  = 1;
+	for(int d=0;d<dim;d++){
+	  Nlow*=vgrid->_ldimensions[d];
+	}
+
+	int rank = 1;  /* 1d transforms */
+	int n[] = {G}; /* 1d transforms of length G */
+	int howmany = Ncomp;
+	int odist,idist,istride,ostride;
+	idist   = odist   = 1;          /* Distance between consecutive FT's */
+	istride = ostride = Ncomp*Nlow; /* distance between two elements in the same FT */
+	int *inembed = n, *onembed = n;
+
+	
+	int sign = FFTW_FORWARD;
+	if (inverse) sign = FFTW_BACKWARD;
+
+	FFTW_plan p;
+	{
+	  FFTW_scalar *in = (FFTW_scalar *)&pgsource._odata[0];
+	  FFTW_scalar *out= (FFTW_scalar *)&pgresult._odata[0];
+	  p = FFTW<scalar>::fftw_plan_many_dft(rank,n,howmany,
+					       in,inembed,
+					       istride,idist,
+					       out,onembed,
+					       ostride, odist,
+					       sign,FFTW_ESTIMATE);
+	}
+
+    std::vector<int> lcoor(Nd), gcoor(Nd);
+
+	// Barrel shift and collect global pencil
+	for(int p=0;p<processors[dim];p++) { 
+
+	  for(int idx=0;idx<sgrid->lSites();idx++) { 
+
+	    
+    	    sgrid->LocalIndexToLocalCoor(idx,lcoor);
+
+	    sobj s;
+
+	    peekLocalSite(s,ssource,lcoor);
+
+	    lcoor[dim]+=p*L;
+	   
+	    pokeLocalSite(s,pgsource,lcoor);
+	  }
+
+	  ssource = Cshift(ssource,dim,L);
+	}
+	
+	// Loop over orthog coords
+	int NN=pencil_g.lSites();
+	GridStopWatch timer;
+	timer.Start();
+
+PARALLEL_FOR_LOOP
+	for(int idx=0;idx<NN;idx++) {
+	  pencil_g.LocalIndexToLocalCoor(idx,lcoor);
+
+	  if ( lcoor[dim] == 0 ) {  // restricts loop to plane at lcoor[dim]==0
+	    FFTW_scalar *in = (FFTW_scalar *)&pgsource._odata[idx];
+	    FFTW_scalar *out= (FFTW_scalar *)&pgresult._odata[idx];
+	    FFTW<scalar>::fftw_execute_dft(p,in,out);
+	  }
+	}
+
+        timer.Stop();
+
+          double add,mul,fma;
+          FFTW<scalar>::fftw_flops(p,&add,&mul,&fma);
+          flops_call = add+mul+2.0*fma;
+          usec += timer.useconds();
+          flops+= flops_call*NN;
+        int pc = processor_coor[dim];
+        for(int idx=0;idx<sgrid->lSites();idx++) {
+	  sgrid->LocalIndexToLocalCoor(idx,lcoor);
+	  gcoor = lcoor;
+	  // extract the result
+	  sobj s;
+	  gcoor[dim] = lcoor[dim]+L*pc;
+	  peekLocalSite(s,pgresult,gcoor);
+	  pokeLocalSite(s,result,lcoor);
+	}
+      	  
+	FFTW<scalar>::fftw_destroy_plan(p);
+      }
+#endif
+
+
+    }
+
+  };
+
+
+}
+
+#endif

lib/Grid.h

@@ -1,3 +1,32 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/Grid.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+Author: azusayamaguchi <ayamaguc@YAMAKAZE.local>
+Author: paboyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 //
 //  Grid.h
 //  simd
@@ -30,25 +59,32 @@
 ///////////////////
 // Grid headers
 ///////////////////
-#include <serialisation/Serialisation.h>
+#include <Grid/serialisation/Serialisation.h>
-#include <Config.h>
+#include "Config.h"
-#include <Timer.h>
+#include <Grid/Timer.h>
-#include <Log.h>
+#include <Grid/PerfCount.h>
-#include <AlignedAllocator.h>
+#include <Grid/Log.h>
-#include <Simd.h>
+#include <Grid/AlignedAllocator.h>
-#include <Threads.h>
+#include <Grid/Simd.h>
-#include <Communicator.h> 
+#include <Grid/Threads.h>
-#include <Cartesian.h>    
+#include <Grid/Lexicographic.h>
-#include <Tensors.h>      
+#include <Grid/Init.h>
-#include <Lattice.h>      
+#include <Grid/Communicator.h> 
-#include <Cshift.h>       
+#include <Grid/Cartesian.h>    
-#include <Stencil.h>      
+#include <Grid/Tensors.h>      
-#include <Algorithms.h>   
+#include <Grid/Lattice.h>      
-#include <qcd/QCD.h>
+#include <Grid/Cshift.h>       
-#include <parallelIO/BinaryIO.h>
+#include <Grid/Stencil.h>      
-#include <parallelIO/NerscIO.h>
+#include <Grid/Algorithms.h>   
+#include <Grid/parallelIO/BinaryIO.h>
+#include <Grid/qcd/QCD.h>
+#include <Grid/parallelIO/NerscIO.h>
+
+#include <Grid/FFT.h>
+
+#include <Grid/qcd/hmc/NerscCheckpointer.h>
+#include <Grid/qcd/hmc/HmcRunner.h>
 
-#include <Init.h>
 
 
 #endif

lib/Init.cc

@@ -1,3 +1,33 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/Init.cc
+
+    Copyright (C) 2015
+
+Author: Azusa Yamaguchi <ayamaguc@staffmail.ed.ac.uk>
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+Author: Peter Boyle <peterboyle@MacBook-Pro.local>
+Author: paboyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 /****************************************************************************/
 /* pab: Signal magic. Processor state dump is x86-64 specific               */
 /****************************************************************************/
@@ -15,12 +45,6 @@
 #include <algorithm>
 #include <iterator>
 
-#define __X86_64
-
-#ifdef HAVE_EXECINFO_H
-#include <execinfo.h>
-#endif
-
 namespace Grid {
 
 //////////////////////////////////////////////////////
@@ -120,11 +144,16 @@ void GridParseLayout(char **argv,int argc,
   }
   if( GridCmdOptionExists(argv,argv+argc,"--threads") ){
     std::vector<int> ompthreads(0);
+#ifndef GRID_OMP
+    std::cout << GridLogWarning << "'--threads' option used but Grid was"
+              << " not compiled with thread support" << std::endl;
+#endif
     arg= GridCmdOptionPayload(argv,argv+argc,"--threads");
     GridCmdOptionIntVector(arg,ompthreads);
     assert(ompthreads.size()==1);
     GridThread::SetThreads(ompthreads[0]);
   }
+
   if( GridCmdOptionExists(argv,argv+argc,"--cores") ){
     std::vector<int> cores(0);
     arg= GridCmdOptionPayload(argv,argv+argc,"--cores");
@@ -142,15 +171,17 @@ std::string GridCmdVectorIntToString(const std::vector<int> & vec){
 /////////////////////////////////////////////////////////
 //
 /////////////////////////////////////////////////////////
+static int Grid_is_initialised = 0;
+
+
 void Grid_init(int *argc,char ***argv)
 {
-#ifdef GRID_COMMS_MPI
-  MPI_Init(argc,argv);
-#endif
-  // Parse command line args.
-
   GridLogger::StopWatch.Start();
 
+  CartesianCommunicator::Init(argc,argv);
+
+  // Parse command line args.
+
   std::string arg;
   std::vector<std::string> logstreams;
   std::string defaultLog("Error,Warning,Message,Performance");
@@ -164,9 +195,10 @@ void Grid_init(int *argc,char ***argv)
     std::cout<<GridLogMessage<<"--debug-stdout  : print stdout from EVERY node"<<std::endl;    
     std::cout<<GridLogMessage<<"--decomposition : report on default omp,mpi and simd decomposition"<<std::endl;    
     std::cout<<GridLogMessage<<"--mpi n.n.n.n   : default MPI decomposition"<<std::endl;    
-    std::cout<<GridLogMessage<<"--omp n         : default number of OMP threads"<<std::endl;    
+    std::cout<<GridLogMessage<<"--threads n     : default number of OMP threads"<<std::endl;
     std::cout<<GridLogMessage<<"--grid n.n.n.n  : default Grid size"<<std::endl;    
-    std::cout<<GridLogMessage<<"--log list      : comma separted list of streams from Error,Warning,Message,Performance,Iterative,Debug"<<std::endl;    
+    std::cout<<GridLogMessage<<"--log list      : comma separted list of streams from Error,Warning,Message,Performance,Iterative,Integrator,Debug,Colours"<<std::endl;
+    exit(EXIT_SUCCESS);
   }
 
   if( GridCmdOptionExists(*argv,*argv+*argc,"--log") ){
@@ -175,7 +207,6 @@ void Grid_init(int *argc,char ***argv)
     GridLogConfigure(logstreams);
   }
 
-
   if( GridCmdOptionExists(*argv,*argv+*argc,"--debug-signals") ){
     Grid_debug_handler_init();
   }
@@ -183,17 +214,19 @@ void Grid_init(int *argc,char ***argv)
     Grid_quiesce_nodes();
   }
   if( GridCmdOptionExists(*argv,*argv+*argc,"--dslash-opt") ){
-    QCD::WilsonFermionStatic::HandOptDslash=1;
+    QCD::WilsonKernelsStatic::HandOpt=1;
-    QCD::WilsonFermion5DStatic::HandOptDslash=1;
   }
   if( GridCmdOptionExists(*argv,*argv+*argc,"--lebesgue") ){
     LebesgueOrder::UseLebesgueOrder=1;
   }
-
   if( GridCmdOptionExists(*argv,*argv+*argc,"--cacheblocking") ){
     arg= GridCmdOptionPayload(*argv,*argv+*argc,"--cacheblocking");
     GridCmdOptionIntVector(arg,LebesgueOrder::Block);
   }
+  if( GridCmdOptionExists(*argv,*argv+*argc,"--timestamp") ){
+    GridLogTimestamp(1);
+  }
+
   GridParseLayout(*argv,*argc,
 		  Grid_default_latt,
 		  Grid_default_mpi);
@@ -207,24 +240,59 @@ void Grid_init(int *argc,char ***argv)
     std::cout<<GridLogMessage<<"\tvComplexD      : "<<sizeof(vComplexD)*8 <<"bits ; " <<GridCmdVectorIntToString(GridDefaultSimd(4,vComplexD::Nsimd()))<<std::endl;
   }
 
+  std::string COL_RED    = GridLogColours.colour["RED"];
+  std::string COL_PURPLE = GridLogColours.colour["PURPLE"];
+  std::string COL_BLACK  = GridLogColours.colour["BLACK"];
+  std::string COL_GREEN  = GridLogColours.colour["GREEN"];
+  std::string COL_BLUE   = GridLogColours.colour["BLUE"];
+  std::string COL_YELLOW = GridLogColours.colour["YELLOW"];
+  std::string COL_BACKGROUND = GridLogColours.colour["NORMAL"];
 
+  
+  std::cout <<std::endl;
+  std::cout <<COL_RED  << "__|__|__|__|__"<<             "|__|__|_"<<COL_PURPLE<<"_|__|__|"<<                "__|__|__|__|__"<<std::endl; 
+  std::cout <<COL_RED  << "__|__|__|__|__"<<             "|__|__|_"<<COL_PURPLE<<"_|__|__|"<<                "__|__|__|__|__"<<std::endl; 
+  std::cout <<COL_RED  << "__|_ |  |  |  "<<             "|  |  | "<<COL_PURPLE<<" |  |  |"<<                "  |  |  | _|__"<<std::endl; 
+  std::cout <<COL_RED  << "__|_          "<<             "        "<<COL_PURPLE<<"        "<<                "          _|__"<<std::endl; 
+  std::cout <<COL_RED  << "__|_  "<<COL_GREEN<<" GGGG   "<<COL_RED<<" RRRR   "<<COL_BLUE  <<" III    "<<COL_PURPLE<<"DDDD  "<<COL_PURPLE<<"    _|__"<<std::endl;
+  std::cout <<COL_RED  << "__|_  "<<COL_GREEN<<"G       "<<COL_RED<<" R   R  "<<COL_BLUE  <<"  I     "<<COL_PURPLE<<"D   D "<<COL_PURPLE<<"    _|__"<<std::endl;
+  std::cout <<COL_RED  << "__|_  "<<COL_GREEN<<"G       "<<COL_RED<<" R   R  "<<COL_BLUE  <<"  I     "<<COL_PURPLE<<"D    D"<<COL_PURPLE<<"    _|__"<<std::endl;
+  std::cout <<COL_BLUE << "__|_  "<<COL_GREEN<<"G  GG   "<<COL_RED<<" RRRR   "<<COL_BLUE  <<"  I     "<<COL_PURPLE<<"D    D"<<COL_GREEN <<"    _|__"<<std::endl;
+  std::cout <<COL_BLUE << "__|_  "<<COL_GREEN<<"G   G   "<<COL_RED<<" R  R   "<<COL_BLUE  <<"  I     "<<COL_PURPLE<<"D   D "<<COL_GREEN <<"    _|__"<<std::endl;
+  std::cout <<COL_BLUE << "__|_  "<<COL_GREEN<<" GGGG   "<<COL_RED<<" R   R  "<<COL_BLUE  <<" III    "<<COL_PURPLE<<"DDDD  "<<COL_GREEN <<"    _|__"<<std::endl;
+  std::cout <<COL_BLUE << "__|_          "<<             "        "<<COL_GREEN <<"        "<<                "          _|__"<<std::endl; 
+  std::cout <<COL_BLUE << "__|__|__|__|__"<<             "|__|__|_"<<COL_GREEN <<"_|__|__|"<<                "__|__|__|__|__"<<std::endl; 
+  std::cout <<COL_BLUE << "__|__|__|__|__"<<             "|__|__|_"<<COL_GREEN <<"_|__|__|"<<                "__|__|__|__|__"<<std::endl; 
+  std::cout <<COL_BLUE << "  |  |  |  |  "<<             "|  |  | "<<COL_GREEN <<" |  |  |"<<                "  |  |  |  |  "<<std::endl; 
+  std::cout << std::endl;
+  std::cout << std::endl;
+  std::cout <<COL_YELLOW<< std::endl;
+  std::cout << "Copyright (C) 2015 Peter Boyle, Azusa Yamaguchi, Guido Cossu, Antonin Portelli and other authors"<<std::endl;
+  std::cout << std::endl;
+  std::cout << "This program is free software; you can redistribute it and/or modify"<<std::endl;
+  std::cout << "it under the terms of the GNU General Public License as published by"<<std::endl;
+  std::cout << "the Free Software Foundation; either version 2 of the License, or"<<std::endl;
+  std::cout << "(at your option) any later version."<<std::endl;
+  std::cout << std::endl;
+  std::cout << "This program is distributed in the hope that it will be useful,"<<std::endl;
+  std::cout << "but WITHOUT ANY WARRANTY; without even the implied warranty of"<<std::endl;
+  std::cout << "MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the"<<std::endl;
+  std::cout << "GNU General Public License for more details."<<std::endl;
+  std::cout << COL_BACKGROUND <<std::endl;
+  std::cout << std::endl;
+
+  Grid_is_initialised = 1;
 }
 
   
 void Grid_finalize(void)
 {
-#ifdef GRID_COMMS_MPI
+#if defined (GRID_COMMS_MPI) || defined (GRID_COMMS_MPI3)
   MPI_Finalize();
   Grid_unquiesce_nodes();
 #endif
 }
-double usecond(void) {
-  struct timeval tv;
-  gettimeofday(&tv,NULL);
-  return 1.0*tv.tv_usec + 1.0e6*tv.tv_sec;
-}
 
-#define _NBACKTRACE (256)
 void * Grid_backtrace_buffer[_NBACKTRACE];
 
 void Grid_sa_signal_handler(int sig,siginfo_t *si,void * ptr)
@@ -234,13 +302,13 @@ void Grid_sa_signal_handler(int sig,siginfo_t *si,void * ptr)
   printf("         code %d\n",si->si_code);
 
   // Linux/Posix
-#ifdef __linux__ 
+#ifdef __linux__
   // And x86 64bit
-    ucontext_t * uc= (ucontext_t *)ptr;
+#ifdef __x86_64__
+  ucontext_t * uc= (ucontext_t *)ptr;
   struct sigcontext *sc = (struct sigcontext *)&uc->uc_mcontext;
   printf("  instruction %llx\n",(unsigned long long)sc->rip);
 #define REG(A)  printf("  %s %lx\n",#A,sc-> A);
-
   REG(rdi);
   REG(rsi);
   REG(rbp);
@@ -261,17 +329,15 @@ void Grid_sa_signal_handler(int sig,siginfo_t *si,void * ptr)
   REG(r14);
   REG(r15);
 #endif
-#ifdef HAVE_EXECINFO_H
-  int symbols    = backtrace        (Grid_backtrace_buffer,_NBACKTRACE);
-  char **strings = backtrace_symbols(Grid_backtrace_buffer,symbols);
-  for (int i = 0; i < symbols; i++){
-    printf ("%s\n", strings[i]);
-  }
 #endif
+  BACKTRACE();
   exit(0);
   return;
 };
-
+#ifdef GRID_FPE
+#define _GNU_SOURCE
+#include <fenv.h>
+#endif
 void Grid_debug_handler_init(void)
 {
   struct sigaction sa,osa;
@@ -280,5 +346,9 @@ void Grid_debug_handler_init(void)
   sa.sa_flags    = SA_SIGINFO;
   sigaction(SIGSEGV,&sa,NULL);
   sigaction(SIGTRAP,&sa,NULL);
+#ifdef GRID_FPE
+  feenableexcept( FE_INVALID|FE_OVERFLOW|FE_DIVBYZERO);
+  sigaction(SIGFPE,&sa,NULL);
+#endif
 }
 }

lib/Init.h

@@ -1,3 +1,31 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/Init.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+Author: paboyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_INIT_H
 #define GRID_INIT_H
 
@@ -5,6 +33,7 @@ namespace Grid {
 
   void Grid_init(int *argc,char ***argv);
   void Grid_finalize(void);
+
   // internal, controled with --handle
   void Grid_sa_signal_handler(int sig,siginfo_t *si,void * ptr);
   void Grid_debug_handler_init(void);
@@ -16,11 +45,14 @@ namespace Grid {
   const std::vector<int> &GridDefaultMpi(void);
   const int              &GridThreads(void)  ;
   void                    GridSetThreads(int t) ;
+  void GridLogTimestamp(int);
 
   // Common parsing chores
   std::string GridCmdOptionPayload(char ** begin, char ** end, const std::string & option);
   bool        GridCmdOptionExists(char** begin, char** end, const std::string& option);
   std::string GridCmdVectorIntToString(const std::vector<int> & vec);
+  void GridCmdOptionCSL(std::string str,std::vector<std::string> & vec);
+  void GridCmdOptionIntVector(std::string &str,std::vector<int> & vec);
 
   void GridParseLayout(char **argv,int argc,
 		       std::vector<int> &latt,

lib/Lattice.h

@@ -1,6 +1,33 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/Lattice.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_LATTICE_H
 #define GRID_LATTICE_H
 
-#include <lattice/Lattice_base.h>
+#include <Grid/lattice/Lattice_base.h>
 
 #endif

lib/Lexicographic.h

@@ -0,0 +1,32 @@
+#ifndef GRID_LEXICOGRAPHIC_H
+#define GRID_LEXICOGRAPHIC_H
+
+
+namespace Grid{
+
+  class Lexicographic {
+  public:
+
+    static inline void CoorFromIndex (std::vector<int>& coor,int index,std::vector<int> &dims){
+      int nd= dims.size();
+      coor.resize(nd);
+      for(int d=0;d<nd;d++){
+	coor[d] = index % dims[d];
+	index   = index / dims[d];
+      }
+    }
+
+    static inline void IndexFromCoor (std::vector<int>& coor,int &index,std::vector<int> &dims){
+      int nd=dims.size();
+      int stride=1;
+      index=0;
+      for(int d=0;d<nd;d++){
+	index = index+stride*coor[d];
+	stride=stride*dims[d];
+      }
+    }
+
+  };
+
+}
+#endif

lib/Log.cc

@@ -1,62 +1,97 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid
+
+Source file: ./lib/Log.cc
+
+Copyright (C) 2015
+
+Author: Antonin Portelli <antonin.portelli@me.com>
+Author: Azusa Yamaguchi <ayamaguc@staffmail.ed.ac.uk>
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+Author: paboyle <paboyle@ph.ed.ac.uk>
+
+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, write to the Free Software Foundation, Inc.,
+51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+See the full license in the file "LICENSE" in the top level distribution
+directory
+*************************************************************************************/
+/*  END LEGAL */
 #include <Grid.h>
 
 namespace Grid {
 
 GridStopWatch Logger::StopWatch;
-std::ostream  Logger::devnull(0);
+int Logger::timestamp;
+std::ostream Logger::devnull(0);
 
-GridLogger GridLogError      (1,"Error");
+void GridLogTimestamp(int on){
-GridLogger GridLogWarning    (1,"Warning");
+  Logger::Timestamp(on);
-GridLogger GridLogMessage    (1,"Message");
+}
-GridLogger GridLogDebug      (1,"Debug");
-GridLogger GridLogPerformance(1,"Performance");
-GridLogger GridLogIterative  (1,"Iterative");
 
-void GridLogConfigure(std::vector<std::string> &logstreams)
+Colours GridLogColours(0);
-{
+GridLogger GridLogError(1, "Error", GridLogColours, "RED");
+GridLogger GridLogWarning(1, "Warning", GridLogColours, "YELLOW");
+GridLogger GridLogMessage(1, "Message", GridLogColours, "NORMAL");
+GridLogger GridLogDebug(1, "Debug", GridLogColours, "PURPLE");
+GridLogger GridLogPerformance(1, "Performance", GridLogColours, "GREEN");
+GridLogger GridLogIterative(1, "Iterative", GridLogColours, "BLUE");
+GridLogger GridLogIntegrator(1, "Integrator", GridLogColours, "BLUE");
+
+void GridLogConfigure(std::vector<std::string> &logstreams) {
   GridLogError.Active(0);
   GridLogWarning.Active(0);
-  GridLogMessage.Active(0);
+  GridLogMessage.Active(1); // at least the messages should be always on
   GridLogIterative.Active(0);
   GridLogDebug.Active(0);
   GridLogPerformance.Active(0);
+  GridLogIntegrator.Active(0);
+  GridLogColours.Active(0);
 
-  for(int i=0;i<logstreams.size();i++){
+  for (int i = 0; i < logstreams.size(); i++) {
-    if ( logstreams[i]== std::string("Error")       ) GridLogError.Active(1);
+    if (logstreams[i] == std::string("Error")) GridLogError.Active(1);
-    if ( logstreams[i]== std::string("Warning")     ) GridLogWarning.Active(1);
+    if (logstreams[i] == std::string("Warning")) GridLogWarning.Active(1);
-    if ( logstreams[i]== std::string("Message")     ) GridLogMessage.Active(1);
+    if (logstreams[i] == std::string("NoMessage")) GridLogMessage.Active(0);
-    if ( logstreams[i]== std::string("Iterative")   ) GridLogIterative.Active(1);
+    if (logstreams[i] == std::string("Iterative")) GridLogIterative.Active(1);
-    if ( logstreams[i]== std::string("Debug")       ) GridLogDebug.Active(1);
+    if (logstreams[i] == std::string("Debug")) GridLogDebug.Active(1);
-    if ( logstreams[i]== std::string("Performance") ) GridLogPerformance.Active(1);
+    if (logstreams[i] == std::string("Performance"))
+      GridLogPerformance.Active(1);
+    if (logstreams[i] == std::string("Integrator")) GridLogIntegrator.Active(1);
+    if (logstreams[i] == std::string("Colours")) GridLogColours.Active(1);
   }
 }
 
 ////////////////////////////////////////////////////////////
 // Verbose limiter on MPI tasks
 ////////////////////////////////////////////////////////////
-void Grid_quiesce_nodes(void)
+void Grid_quiesce_nodes(void) {
-{
+  int me = 0;
-#ifdef GRID_COMMS_MPI
+#if defined(GRID_COMMS_MPI) || defined(GRID_COMMS_MPI3)
-  int me;
+  MPI_Comm_rank(MPI_COMM_WORLD, &me);
-  MPI_Comm_rank(MPI_COMM_WORLD,&me);
+#endif
-  if ( me ) { 
+#ifdef GRID_COMMS_SHMEM
+  me = shmem_my_pe();
+#endif
+  if (me) {
     std::cout.setstate(std::ios::badbit);
   }
-#endif
 }
 
-void Grid_unquiesce_nodes(void)
+void Grid_unquiesce_nodes(void) {
-{
 #ifdef GRID_COMMS_MPI
-    std::cout.clear();
+  std::cout.clear();
 #endif
 }
-
-std::ostream& operator<< (std::ostream& stream, const GridTime& time)
-{
-  stream << time.count()<<" ms";
-  return stream;
 }
-
-}
-

lib/Log.h

@@ -1,44 +1,136 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/Log.h
+
+    Copyright (C) 2015
+
+    Author: Antonin Portelli <antonin.portelli@me.com>
+    Author: Azusa Yamaguchi <ayamaguc@staffmail.ed.ac.uk>
+    Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
+
+#include <map>
+
 #ifndef GRID_LOG_H
 #define GRID_LOG_H
+
+#ifdef HAVE_EXECINFO_H
+#include <execinfo.h>
+#endif
+
 namespace Grid {
 
+//////////////////////////////////////////////////////////////////////////////////////////////////
 // Dress the output; use std::chrono for time stamping via the StopWatch class
+//////////////////////////////////////////////////////////////////////////////////////////////////
+
+
+class Colours{
+protected:
+  bool is_active;
+public:
+  std::map<std::string, std::string> colour;
+
+  Colours(bool activate=false){
+    Active(activate);
+  };
+
+  void Active(bool activate){
+    is_active=activate;
+    if (is_active){
+     colour["BLACK"]  ="\033[30m";
+     colour["RED"]    ="\033[31m";
+     colour["GREEN"]  ="\033[32m";
+     colour["YELLOW"] ="\033[33m";
+     colour["BLUE"]   ="\033[34m";
+     colour["PURPLE"] ="\033[35m";
+     colour["CYAN"]   ="\033[36m";
+     colour["WHITE"]  ="\033[37m";
+     colour["NORMAL"] ="\033[0;39m";
+    } else {
+      colour["BLACK"] ="";
+      colour["RED"]   ="";
+      colour["GREEN"] ="";
+      colour["YELLOW"]="";
+      colour["BLUE"]  ="";
+      colour["PURPLE"]="";
+      colour["CYAN"]  ="";
+      colour["WHITE"] ="";
+      colour["NORMAL"]="";
+    }
+  };
+};
 
-std::ostream& operator<< (std::ostream& stream, const GridTime& time);
 
 class Logger {
 protected:
-    int active;
+  Colours &Painter;
-    std::string name, topName;
+  int active;
+  static int timestamp;
+  std::string name, topName;
+  std::string COLOUR;
+
 public:
-    static GridStopWatch StopWatch;
+  static GridStopWatch StopWatch;
-    static std::ostream devnull;
+  static std::ostream devnull;
-    
+
-    Logger(std::string topNm, int on, std::string nm)
+  std::string background() {return Painter.colour["NORMAL"];}
-    : active(on), name(nm), topName(topNm) {};
+  std::string evidence() {return Painter.colour["YELLOW"];}
-    
+  std::string colour() {return Painter.colour[COLOUR];}
-    void Active(int on) {active = on;};
+
-    int  isActive(void) {return active;};
+  Logger(std::string topNm, int on, std::string nm, Colours& col_class, std::string col)  : active(on),
-    
+    name(nm),
-    friend std::ostream& operator<< (std::ostream& stream, const Logger& log){
+    topName(topNm),
-        if ( log.active ) {
+    Painter(col_class),
-            StopWatch.Stop();
+    COLOUR(col) {} ;
-            GridTime now = StopWatch.Elapsed();
+  
-            StopWatch.Start();
+  void Active(int on) {active = on;};
-            stream << std::setw(8) << std::left << log.topName << " : ";
+  int  isActive(void) {return active;};
-            stream << std::setw(12) << std::left << log.name << " : ";
+  static void Timestamp(int on) {timestamp = on;};
-            stream << now << " : ";
+  
-            return stream;
+  friend std::ostream& operator<< (std::ostream& stream, Logger& log){
-        } else { 
+
-            return devnull;
+    if ( log.active ) {
-        }
+      stream << log.background()<< log.topName << log.background()<< " : ";
+      stream << log.colour() <<std::setw(14) << std::left << log.name << log.background() << " : ";
+      if ( log.timestamp ) {
+	StopWatch.Stop();
+	GridTime now = StopWatch.Elapsed();
+	StopWatch.Start();
+	stream << log.evidence()<< now << log.background() << " : " ;
+      }
+      stream << log.colour();
+      return stream;
+    } else { 
+      return devnull;
     }
-    
+  }
+
 };
-    
+
 class GridLogger: public Logger {
 public:
-  GridLogger(int on, std::string nm): Logger("Grid", on, nm){};
+  GridLogger(int on, std::string nm, Colours&col_class, std::string col_key = "NORMAL"):
+  Logger("Grid", on, nm, col_class, col_key){};
 };
 
 void GridLogConfigure(std::vector<std::string> &logstreams);
@@ -49,6 +141,41 @@ extern GridLogger GridLogMessage;
 extern GridLogger GridLogDebug  ;
 extern GridLogger GridLogPerformance;
 extern GridLogger GridLogIterative  ;
+extern GridLogger GridLogIntegrator  ;
+extern Colours    GridLogColours;
+
+
+#define _NBACKTRACE (256)
+extern void * Grid_backtrace_buffer[_NBACKTRACE];
+
+#define BACKTRACEFILE() {\
+char string[20];					\
+std::sprintf(string,"backtrace.%d",CartesianCommunicator::RankWorld()); \
+std::FILE * fp = std::fopen(string,"w");				\
+BACKTRACEFP(fp)\
+std::fclose(fp);	    \
+}
+
+
+#ifdef HAVE_EXECINFO_H
+#define BACKTRACEFP(fp) { \
+int symbols    = backtrace        (Grid_backtrace_buffer,_NBACKTRACE);\
+char **strings = backtrace_symbols(Grid_backtrace_buffer,symbols);\
+for (int i = 0; i < symbols; i++){\
+  std::fprintf (fp,"BackTrace Strings: %d %s\n",i, strings[i]); std::fflush(fp); \
+}\
+}
+#else 
+#define BACKTRACEFP(fp) { \
+std::fprintf (fp,"BT %d %lx\n",0, __builtin_return_address(0)); std::fflush(fp); \
+std::fprintf (fp,"BT %d %lx\n",1, __builtin_return_address(1)); std::fflush(fp); \
+std::fprintf (fp,"BT %d %lx\n",2, __builtin_return_address(2)); std::fflush(fp); \
+std::fprintf (fp,"BT %d %lx\n",3, __builtin_return_address(3)); std::fflush(fp); \
+}
+#endif
+
+#define BACKTRACE() BACKTRACEFP(stdout) 
+
 
 }
 #endif

lib/Make.inc

@@ -1,4 +0,0 @@
-
-HFILES=./algorithms/approx/bigfloat.h ./algorithms/approx/bigfloat_double.h ./algorithms/approx/Chebyshev.h ./algorithms/approx/MultiShiftFunction.h ./algorithms/approx/Remez.h ./algorithms/approx/Zolotarev.h ./algorithms/CoarsenedMatrix.h ./algorithms/iterative/AdefGeneric.h ./algorithms/iterative/ConjugateGradient.h ./algorithms/iterative/ConjugateGradientMultiShift.h ./algorithms/iterative/ConjugateResidual.h ./algorithms/iterative/DenseMatrix.h ./algorithms/iterative/EigenSort.h ./algorithms/iterative/Francis.h ./algorithms/iterative/Householder.h ./algorithms/iterative/ImplicitlyRestartedLanczos.h ./algorithms/iterative/Matrix.h ./algorithms/iterative/MatrixUtils.h ./algorithms/iterative/NormalEquations.h ./algorithms/iterative/PrecConjugateResidual.h ./algorithms/iterative/PrecGeneralisedConjugateResidual.h ./algorithms/iterative/SchurRedBlack.h ./algorithms/LinearOperator.h ./algorithms/Preconditioner.h ./algorithms/SparseMatrix.h ./Algorithms.h ./AlignedAllocator.h ./cartesian/Cartesian_base.h ./cartesian/Cartesian_full.h ./cartesian/Cartesian_red_black.h ./Cartesian.h ./communicator/Communicator_base.h ./Communicator.h ./cshift/Cshift_common.h ./cshift/Cshift_mpi.h ./cshift/Cshift_none.h ./Cshift.h ./Grid.h ./Init.h ./lattice/Lattice_arith.h ./lattice/Lattice_base.h ./lattice/Lattice_comparison.h ./lattice/Lattice_comparison_utils.h ./lattice/Lattice_conformable.h ./lattice/Lattice_coordinate.h ./lattice/Lattice_ET.h ./lattice/Lattice_local.h ./lattice/Lattice_overload.h ./lattice/Lattice_peekpoke.h ./lattice/Lattice_reality.h ./lattice/Lattice_reduction.h ./lattice/Lattice_rng.h ./lattice/Lattice_trace.h ./lattice/Lattice_transfer.h ./lattice/Lattice_transpose.h ./lattice/Lattice_unary.h ./lattice/Lattice_where.h ./Lattice.h ./Log.h ./Old/Tensor_peek.h ./Old/Tensor_poke.h ./parallelIO/BinaryIO.h ./parallelIO/NerscIO.h ./PerfCount.h ./pugixml/pugixml.h ./qcd/action/ActionBase.h ./qcd/action/ActionParams.h ./qcd/action/Actions.h ./qcd/action/fermion/CayleyFermion5D.h ./qcd/action/fermion/ContinuedFractionFermion5D.h ./qcd/action/fermion/DomainWallFermion.h ./qcd/action/fermion/FermionOperator.h ./qcd/action/fermion/FermionOperatorImpl.h ./qcd/action/fermion/g5HermitianLinop.h ./qcd/action/fermion/MobiusFermion.h ./qcd/action/fermion/MobiusZolotarevFermion.h ./qcd/action/fermion/OverlapWilsonCayleyTanhFermion.h ./qcd/action/fermion/OverlapWilsonCayleyZolotarevFermion.h ./qcd/action/fermion/OverlapWilsonContfracTanhFermion.h ./qcd/action/fermion/OverlapWilsonContfracZolotarevFermion.h ./qcd/action/fermion/OverlapWilsonPartialFractionTanhFermion.h ./qcd/action/fermion/OverlapWilsonPartialFractionZolotarevFermion.h ./qcd/action/fermion/PartialFractionFermion5D.h ./qcd/action/fermion/ScaledShamirFermion.h ./qcd/action/fermion/ShamirZolotarevFermion.h ./qcd/action/fermion/WilsonCompressor.h ./qcd/action/fermion/WilsonFermion.h ./qcd/action/fermion/WilsonFermion5D.h ./qcd/action/fermion/WilsonKernels.h ./qcd/action/gauge/WilsonGaugeAction.h ./qcd/action/pseudofermion/EvenOddSchurDifferentiable.h ./qcd/action/pseudofermion/OneFlavourEvenOddRational.h ./qcd/action/pseudofermion/OneFlavourEvenOddRationalRatio.h ./qcd/action/pseudofermion/OneFlavourRational.h ./qcd/action/pseudofermion/OneFlavourRationalRatio.h ./qcd/action/pseudofermion/TwoFlavour.h ./qcd/action/pseudofermion/TwoFlavourEvenOdd.h ./qcd/action/pseudofermion/TwoFlavourEvenOddRatio.h ./qcd/action/pseudofermion/TwoFlavourRatio.h ./qcd/hmc/HMC.h ./qcd/hmc/integrators/Integrator.h ./qcd/hmc/integrators/Integrator_algorithm.h ./qcd/QCD.h ./qcd/spin/Dirac.h ./qcd/spin/TwoSpinor.h ./qcd/utils/CovariantCshift.h ./qcd/utils/LinalgUtils.h ./qcd/utils/SpaceTimeGrid.h ./qcd/utils/SUn.h ./qcd/utils/WilsonLoops.h ./serialisation/BaseIO.h ./serialisation/BinaryIO.h ./serialisation/MacroMagic.h ./serialisation/Serialisation.h ./serialisation/TextIO.h ./serialisation/XmlIO.h ./simd/Avx512Asm.h ./simd/Grid_avx.h ./simd/Grid_avx512.h ./simd/Grid_empty.h ./simd/Grid_imci.h ./simd/Grid_neon.h ./simd/Grid_qpx.h ./simd/Grid_sse4.h ./simd/Grid_vector_types.h ./simd/Grid_vector_unops.h ./Simd.h ./stencil/Lebesgue.h ./Stencil.h ./tensors/Tensor_arith.h ./tensors/Tensor_arith_add.h ./tensors/Tensor_arith_mac.h ./tensors/Tensor_arith_mul.h ./tensors/Tensor_arith_scalar.h ./tensors/Tensor_arith_sub.h ./tensors/Tensor_class.h ./tensors/Tensor_determinant.h ./tensors/Tensor_exp.h ./tensors/Tensor_extract_merge.h ./tensors/Tensor_index.h ./tensors/Tensor_inner.h ./tensors/Tensor_logical.h ./tensors/Tensor_outer.h ./tensors/Tensor_reality.h ./tensors/Tensor_Ta.h ./tensors/Tensor_trace.h ./tensors/Tensor_traits.h ./tensors/Tensor_transpose.h ./tensors/Tensor_unary.h ./Tensors.h ./Threads.h ./Timer.h
-
-CCFILES=./algorithms/approx/MultiShiftFunction.cc ./algorithms/approx/Remez.cc ./algorithms/approx/Zolotarev.cc ./Init.cc ./Log.cc ./PerfCount.cc ./pugixml/pugixml.cc ./qcd/action/fermion/CayleyFermion5D.cc ./qcd/action/fermion/ContinuedFractionFermion5D.cc ./qcd/action/fermion/PartialFractionFermion5D.cc ./qcd/action/fermion/WilsonFermion.cc ./qcd/action/fermion/WilsonFermion5D.cc ./qcd/action/fermion/WilsonKernels.cc ./qcd/action/fermion/WilsonKernelsAsm.cc ./qcd/action/fermion/WilsonKernelsHand.cc ./qcd/hmc/HMC.cc ./qcd/spin/Dirac.cc ./qcd/utils/SpaceTimeGrid.cc ./serialisation/BinaryIO.cc ./serialisation/TextIO.cc ./serialisation/XmlIO.cc ./stencil/Lebesgue.cc ./stencil/Stencil_common.cc

lib/Makefile.am

@@ -1,28 +1,32 @@
-# additional include paths necessary to compile the C++ library
-AM_CXXFLAGS = -I$(top_srcdir)/
-
 extra_sources=
 if BUILD_COMMS_MPI
   extra_sources+=communicator/Communicator_mpi.cc
+  extra_sources+=communicator/Communicator_base.cc
+endif
+
+if BUILD_COMMS_MPI3
+  extra_sources+=communicator/Communicator_mpi3.cc
+  extra_sources+=communicator/Communicator_base.cc
+endif
+
+if BUILD_COMMS_SHMEM
+  extra_sources+=communicator/Communicator_shmem.cc
+  extra_sources+=communicator/Communicator_base.cc
 endif
 
 if BUILD_COMMS_NONE
   extra_sources+=communicator/Communicator_none.cc
+  extra_sources+=communicator/Communicator_base.cc
 endif
 
 #
 # Libraries
 #
-
 include Make.inc
+include Eigen.inc
 
 lib_LIBRARIES = libGrid.a
-libGrid_a_SOURCES = $(CCFILES) $(extra_sources)
-
-
-#	qcd/action/fermion/PartialFractionFermion5D.cc\	\
-#
-# Include files
-#
-nobase_include_HEADERS=$(HFILES)
 
+libGrid_a_SOURCES              = $(CCFILES) $(extra_sources)
+libGrid_adir                   = $(pkgincludedir)
+nobase_dist_pkginclude_HEADERS = $(HFILES) $(eigen_files) Config.h

lib/Old/Tensor_peek.h

@@ -1,3 +1,30 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/Old/Tensor_peek.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_MATH_PEEK_H
 #define GRID_MATH_PEEK_H
 namespace Grid {

lib/Old/Tensor_poke.h

@@ -1,3 +1,30 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/Old/Tensor_poke.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_MATH_POKE_H
 #define GRID_MATH_POKE_H
 namespace Grid {

lib/PerfCount.cc

@@ -1,3 +1,30 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/PerfCount.cc
+
+    Copyright (C) 2015
+
+Author: paboyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 
 #include <Grid.h>
 #include <PerfCount.h>
@@ -5,28 +32,44 @@
 namespace Grid {
 
 #define CacheControl(L,O,R) ((PERF_COUNT_HW_CACHE_##L)|(PERF_COUNT_HW_CACHE_OP_##O<<8)| (PERF_COUNT_HW_CACHE_RESULT_##R<<16))
-
+#define RawConfig(A,B) (A<<8|B)
 const PerformanceCounter::PerformanceCounterConfig PerformanceCounter::PerformanceCounterConfigs [] = {
 #ifdef __linux__
-  { PERF_TYPE_HARDWARE, PERF_COUNT_HW_CPU_CYCLES          ,  "CPUCYCLES.........." },
+  { PERF_TYPE_HARDWARE, PERF_COUNT_HW_CACHE_REFERENCES    ,  "CACHE_REFERENCES..." , INSTRUCTIONS},
-  { PERF_TYPE_HARDWARE, PERF_COUNT_HW_INSTRUCTIONS        ,  "INSTRUCTIONS......." },
+  { PERF_TYPE_HARDWARE, PERF_COUNT_HW_CACHE_MISSES        ,  "CACHE_MISSES......." , CACHE_REFERENCES},
-  { PERF_TYPE_HARDWARE, PERF_COUNT_HW_CACHE_REFERENCES    ,  "CACHE_REFERENCES..." },
+  { PERF_TYPE_HARDWARE, PERF_COUNT_HW_CPU_CYCLES          ,  "CPUCYCLES.........." , INSTRUCTIONS},
-  { PERF_TYPE_HARDWARE, PERF_COUNT_HW_CACHE_MISSES        ,  "CACHE_MISSES......." },
+  { PERF_TYPE_HARDWARE, PERF_COUNT_HW_INSTRUCTIONS        ,  "INSTRUCTIONS......." , CPUCYCLES   },
-  { PERF_TYPE_HW_CACHE, CacheControl(L1D,READ,MISS)       ,  "L1D_READ_MISS......"},
+    // 4
-  { PERF_TYPE_HW_CACHE, CacheControl(L1D,READ,ACCESS)     ,  "L1D_READ_ACCESS...."},
+#ifdef AVX512
-  { PERF_TYPE_HW_CACHE, CacheControl(L1D,WRITE,MISS)      ,  "L1D_WRITE_MISS....."},
+    { PERF_TYPE_RAW, RawConfig(0x40,0x04), "ALL_LOADS..........", CPUCYCLES    },
-  { PERF_TYPE_HW_CACHE, CacheControl(L1D,WRITE,ACCESS)    ,  "L1D_WRITE_ACCESS..."},
+    { PERF_TYPE_RAW, RawConfig(0x01,0x04), "L1_MISS_LOADS......", L1D_READ_ACCESS  },
-  { PERF_TYPE_HW_CACHE, CacheControl(L1D,PREFETCH,MISS)   ,  "L1D_PREFETCH_MISS.."},
+    { PERF_TYPE_RAW, RawConfig(0x40,0x04), "ALL_LOADS..........", L1D_READ_ACCESS    },
-  { PERF_TYPE_HW_CACHE, CacheControl(L1D,PREFETCH,ACCESS) ,  "L1D_PREFETCH_ACCESS"},
+    { PERF_TYPE_RAW, RawConfig(0x02,0x04), "L2_HIT_LOADS.......", L1D_READ_ACCESS  },
-  { PERF_TYPE_HW_CACHE, CacheControl(LL,READ,MISS)        ,  "LL_READ_MISS......."},
+    { PERF_TYPE_RAW, RawConfig(0x04,0x04), "L2_MISS_LOADS......", L1D_READ_ACCESS  },
-  //  { PERF_TYPE_HW_CACHE, CacheControl(LL,READ,ACCESS)      ,  "LL_READ_ACCESS....."},
+    { PERF_TYPE_RAW, RawConfig(0x10,0x04), "UTLB_MISS_LOADS....", L1D_READ_ACCESS },
-  { PERF_TYPE_HW_CACHE, CacheControl(LL,WRITE,MISS)       ,  "LL_WRITE_MISS......"},
+    { PERF_TYPE_RAW, RawConfig(0x08,0x04), "DTLB_MISS_LOADS....", L1D_READ_ACCESS },
-  { PERF_TYPE_HW_CACHE, CacheControl(LL,WRITE,ACCESS)     ,  "LL_WRITE_ACCESS...."},
+    // 11
-  { PERF_TYPE_HW_CACHE, CacheControl(LL,PREFETCH,MISS)    ,  "LL_PREFETCH_MISS..."},
+#else
-  { PERF_TYPE_HW_CACHE, CacheControl(LL,PREFETCH,ACCESS)  ,  "LL_PREFETCH_ACCESS."},
+  { PERF_TYPE_HW_CACHE, CacheControl(L1D,READ,ACCESS)     ,  "L1D_READ_ACCESS....",INSTRUCTIONS},
-  { PERF_TYPE_HW_CACHE, CacheControl(L1I,READ,MISS)       ,  "L1I_READ_MISS......"},
+  { PERF_TYPE_HW_CACHE, CacheControl(L1D,READ,MISS)       ,  "L1D_READ_MISS......",L1D_READ_ACCESS},
-  { PERF_TYPE_HW_CACHE, CacheControl(L1I,READ,ACCESS)     ,  "L1I_READ_ACCESS...."}
+  { PERF_TYPE_HW_CACHE, CacheControl(L1D,WRITE,MISS)      ,  "L1D_WRITE_MISS.....",L1D_READ_ACCESS},
+  { PERF_TYPE_HW_CACHE, CacheControl(L1D,WRITE,ACCESS)    ,  "L1D_WRITE_ACCESS...",L1D_READ_ACCESS},
+  { PERF_TYPE_HW_CACHE, CacheControl(L1D,PREFETCH,MISS)   ,  "L1D_PREFETCH_MISS..",L1D_READ_ACCESS},
+  { PERF_TYPE_HW_CACHE, CacheControl(L1D,PREFETCH,ACCESS) ,  "L1D_PREFETCH_ACCESS",L1D_READ_ACCESS},
+  { PERF_TYPE_HW_CACHE, CacheControl(L1D,PREFETCH,ACCESS) ,  "L1D_PREFETCH_ACCESS",L1D_READ_ACCESS},
+    // 11
 #endif
+  { PERF_TYPE_HW_CACHE, CacheControl(LL,READ,MISS)        ,  "LL_READ_MISS.......",L1D_READ_ACCESS},
+  { PERF_TYPE_HW_CACHE, CacheControl(LL,READ,ACCESS)      ,  "LL_READ_ACCESS.....",L1D_READ_ACCESS},
+  { PERF_TYPE_HW_CACHE, CacheControl(LL,WRITE,MISS)       ,  "LL_WRITE_MISS......",L1D_READ_ACCESS},
+  { PERF_TYPE_HW_CACHE, CacheControl(LL,WRITE,ACCESS)     ,  "LL_WRITE_ACCESS....",L1D_READ_ACCESS},
+    //15
+  { PERF_TYPE_HW_CACHE, CacheControl(LL,PREFETCH,MISS)    ,  "LL_PREFETCH_MISS...",L1D_READ_ACCESS},
+  { PERF_TYPE_HW_CACHE, CacheControl(LL,PREFETCH,ACCESS)  ,  "LL_PREFETCH_ACCESS.",L1D_READ_ACCESS},
+  { PERF_TYPE_HW_CACHE, CacheControl(L1I,READ,MISS)       ,  "L1I_READ_MISS......",INSTRUCTIONS},
+  { PERF_TYPE_HW_CACHE, CacheControl(L1I,READ,ACCESS)     ,  "L1I_READ_ACCESS....",INSTRUCTIONS}
+    //19
   //  { PERF_TYPE_HARDWARE, PERF_COUNT_HW_STALLED_CYCLES_FRONTEND, "STALL_CYCLES" },
+#endif
 };
 }

lib/PerfCount.h

@@ -1,3 +1,32 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/PerfCount.h
+
+    Copyright (C) 2015
+
+Author: Azusa Yamaguchi <ayamaguc@staffmail.ed.ac.uk>
+Author: Peter Boyle <peterboyle@MacBook-Pro.local>
+Author: paboyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_PERFCOUNT_H
 #define GRID_PERFCOUNT_H
 
@@ -5,7 +34,7 @@
 #include <ctime>
 #include <chrono>
 #include <string.h>
-
+#include <unistd.h>
 #include <sys/ioctl.h>
 
 #ifdef __linux__
@@ -14,8 +43,8 @@
 #else
 #include <sys/syscall.h>
 #endif
-namespace Grid {
 
+namespace Grid {
 
 #ifdef __linux__
 static long perf_event_open(struct perf_event_attr *hw_event, pid_t pid,
@@ -29,6 +58,49 @@ static long perf_event_open(struct perf_event_attr *hw_event, pid_t pid,
 }
 #endif
 
+#ifdef TIMERS_OFF
+
+
+inline uint64_t cyclecount(void){ 
+  return 0;
+}
+#define __SSC_MARK(mark) __asm__ __volatile__ ("movl %0, %%ebx; .byte 0x64, 0x67, 0x90 " ::"i"(mark):"%ebx")
+#define __SSC_STOP  __SSC_MARK(0x110)
+#define __SSC_START __SSC_MARK(0x111)
+
+
+#else
+
+#define __SSC_MARK(mark) 
+#define __SSC_STOP  
+#define __SSC_START 
+
+/*
+ * cycle counters arch dependent
+ */
+
+#ifdef __bgq__
+inline uint64_t cyclecount(void){ 
+   uint64_t tmp;
+   asm volatile ("mfspr %0,0x10C" : "=&r" (tmp)  );
+   return tmp;
+}
+#elif defined __x86_64__
+#include <x86intrin.h>
+inline uint64_t cyclecount(void){ 
+  return __rdtsc();
+  //  unsigned int dummy;
+  // return __rdtscp(&dummy);
+}
+#else
+
+inline uint64_t cyclecount(void){ 
+   return 0;
+}
+
+#endif
+
+#endif
 
 class PerformanceCounter {
 private:
@@ -38,6 +110,7 @@ private:
     uint32_t type;
     uint64_t config;
     const char *name;
+    int normalisation;
   } PerformanceCounterConfig; 
   
   static const PerformanceCounterConfig PerformanceCounterConfigs [];
@@ -45,26 +118,12 @@ private:
 public:
 
   enum PerformanceCounterType {
-    CPUCYCLES=0,
+    CACHE_REFERENCES=0,
-    INSTRUCTIONS,
+    CACHE_MISSES=1,
-    //    STALL_CYCLES,
+    CPUCYCLES=2,
-    CACHE_REFERENCES,
+    INSTRUCTIONS=3,
-    CACHE_MISSES,
+    L1D_READ_ACCESS=4,
-    L1D_READ_MISS,
+    PERFORMANCE_COUNTER_NUM_TYPES=19
-    L1D_READ_ACCESS,
-    L1D_WRITE_MISS,
-    L1D_WRITE_ACCESS,
-    L1D_PREFETCH_MISS,
-    L1D_PREFETCH_ACCESS,
-    LL_READ_MISS,
-    //    LL_READ_ACCESS,
-    LL_WRITE_MISS,
-    LL_WRITE_ACCESS,
-    LL_PREFETCH_MISS,
-    LL_PREFETCH_ACCESS,
-    L1I_READ_MISS,
-    L1I_READ_ACCESS,
-    PERFORMANCE_COUNTER_NUM_TYPES
   };
 
 public:
@@ -72,8 +131,10 @@ public:
   int PCT;
 
   long long count;
+  long long cycles;
   int fd;
-  uint64_t elapsed;
+  int cyclefd;
+  unsigned long long elapsed;
   uint64_t begin;
 
   static int NumTypes(void){ 
@@ -85,7 +146,9 @@ public:
     assert(_pct>=0);
     assert(_pct<PERFORMANCE_COUNTER_NUM_TYPES);
     fd=-1;
+    cyclefd=-1;
     count=0;
+    cycles=0;
     PCT =_pct;
     Open();
 #endif
@@ -110,6 +173,15 @@ public:
       fprintf(stderr, "Error opening leader %llx for event %s\n", pe.config,name);
       perror("Error is");
     }
+    int norm = PerformanceCounterConfigs[PCT].normalisation;
+    pe.type  = PerformanceCounterConfigs[norm].type;
+    pe.config= PerformanceCounterConfigs[norm].config;
+    name = PerformanceCounterConfigs[norm].name;
+    cyclefd = perf_event_open(&pe, 0, -1, -1, 0); // pid 0, cpu -1 current process any cpu. group -1
+    if (cyclefd == -1) {
+      fprintf(stderr, "Error opening leader %llx for event %s\n", pe.config,name);
+      perror("Error is");
+    }
 #endif
   }
 
@@ -117,10 +189,12 @@ public:
   {
 #ifdef __linux__
     if ( fd!= -1) {
-      ioctl(fd, PERF_EVENT_IOC_RESET, 0);
+      ::ioctl(fd, PERF_EVENT_IOC_RESET, 0);
-      ioctl(fd, PERF_EVENT_IOC_ENABLE, 0);
+      ::ioctl(fd, PERF_EVENT_IOC_ENABLE, 0);
+      ::ioctl(cyclefd, PERF_EVENT_IOC_RESET, 0);
+      ::ioctl(cyclefd, PERF_EVENT_IOC_ENABLE, 0);
     }
-    begin  =__rdtsc();
+    begin  =cyclecount();
 #else
     begin = 0;
 #endif
@@ -128,12 +202,15 @@ public:
 
   void Stop(void) {
     count=0;
+    cycles=0;
 #ifdef __linux__
     if ( fd!= -1) {
-      ioctl(fd, PERF_EVENT_IOC_DISABLE, 0);
+      ::ioctl(fd, PERF_EVENT_IOC_DISABLE, 0);
+      ::ioctl(cyclefd, PERF_EVENT_IOC_DISABLE, 0);
       ::read(fd, &count, sizeof(long long));
+      ::read(cyclefd, &cycles, sizeof(long long));
     }
-    elapsed = __rdtsc() - begin;
+    elapsed = cyclecount() - begin;
 #else
     elapsed = 0;
 #endif
@@ -141,16 +218,20 @@ public:
   }
   void Report(void) {
 #ifdef __linux__
-    printf("%llu cycles %s = %20llu\n", elapsed , PerformanceCounterConfigs[PCT].name, count);
+    int N = PerformanceCounterConfigs[PCT].normalisation;
+    const char * sn = PerformanceCounterConfigs[N].name ;
+    const char * sc = PerformanceCounterConfigs[PCT].name;
+      std::printf("tsc = %llu %s = %llu  %s = %20llu\n (%s/%s) rate = %lf\n", elapsed,sn ,cycles, 
+		  sc, count, sc,sn, (double)count/(double)cycles);
 #else
-    printf("%llu cycles \n", elapsed );
+    std::printf("%llu cycles \n", elapsed );
 #endif
   }
 
   ~PerformanceCounter()
   {
 #ifdef __linux__
-    close(fd);
+    ::close(fd);    ::close(cyclefd);
 #endif
   }
 

lib/Simd.h

@@ -1,3 +1,33 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid
+
+Source file: ./lib/Simd.h
+
+Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+Author: neo <cossu@post.kek.jp>
+Author: paboyle <paboyle@ph.ed.ac.uk>
+
+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, write to the Free Software Foundation, Inc.,
+51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+See the full license in the file "LICENSE" in the top level distribution
+directory
+*************************************************************************************/
+/*  END LEGAL */
 #ifndef GRID_SIMD_H
 #define GRID_SIMD_H
 
@@ -13,10 +43,13 @@
 
 
 #define _MM_SELECT_FOUR_FOUR(A,B,C,D) ((A<<6)|(B<<4)|(C<<2)|(D))
+#define _MM_SELECT_FOUR_FOUR_STRING(A,B,C,D) "((" #A "<<6)|(" #B "<<4)|(" #C "<<2)|(" #D "))"
 #define _MM_SELECT_EIGHT_TWO(A,B,C,D,E,F,G,H) ((A<<7)|(B<<6)|(C<<5)|(D<<4)|(E<<3)|(F<<2)|(G<<4)|(H))
 #define _MM_SELECT_FOUR_TWO (A,B,C,D) _MM_SELECT_EIGHT_TWO(0,0,0,0,A,B,C,D)
 #define _MM_SELECT_TWO_TWO  (A,B)     _MM_SELECT_FOUR_TWO(0,0,A,B)
 
+#define RotateBit (0x100)
+
 namespace Grid {
 
   typedef uint32_t Integer;
@@ -86,6 +119,14 @@ namespace Grid {
   inline ComplexD timesI(const ComplexD &r)     { return(r*ComplexD(0.0,1.0));}
   inline ComplexF timesMinusI(const ComplexF &r){ return(r*ComplexF(0.0,-1.0));}
   inline ComplexD timesMinusI(const ComplexD &r){ return(r*ComplexD(0.0,-1.0));}
+
+  // define projections to real and imaginay parts
+  inline ComplexF projReal(const ComplexF &r){return( ComplexF(std::real(r), 0.0));}
+  inline ComplexD projReal(const ComplexD &r){return( ComplexD(std::real(r), 0.0));}
+  inline ComplexF projImag(const ComplexF &r){return (ComplexF(std::imag(r), 0.0 ));}
+  inline ComplexD projImag(const ComplexD &r){return (ComplexD(std::imag(r), 0.0));}
+
+  // define auxiliary functions for complex computations
   inline void timesI(ComplexF &ret,const ComplexF &r)     { ret = timesI(r);}
   inline void timesI(ComplexD &ret,const ComplexD &r)     { ret = timesI(r);}
   inline void timesMinusI(ComplexF &ret,const ComplexF &r){ ret = timesMinusI(r);}
@@ -131,8 +172,8 @@ namespace Grid {
 
 };
 
-#include <simd/Grid_vector_types.h>
+#include "simd/Grid_vector_types.h"
-#include <simd/Grid_vector_unops.h>
+#include "simd/Grid_vector_unops.h"
 
 namespace Grid {
   // Default precision

lib/Stat.cc

@@ -0,0 +1,247 @@
+#include <Grid.h>
+#include <PerfCount.h>
+#include <Stat.h>
+
+
+namespace Grid { 
+
+
+bool PmuStat::pmu_initialized=false;
+
+
+void PmuStat::init(const char *regname)
+{
+#ifdef __x86_64__
+  name = regname;
+  if (!pmu_initialized)
+    {
+      std::cout<<"initialising pmu"<<std::endl;
+      pmu_initialized = true;
+      pmu_init();
+    }
+  clear();
+#endif
+}
+void PmuStat::clear(void)
+{
+#ifdef __x86_64__
+  count = 0;
+  tregion = 0;
+  pmc0 = 0;
+  pmc1 = 0;
+  inst = 0;
+  cyc = 0;
+  ref = 0;
+  tcycles = 0;
+  reads = 0;
+  writes = 0;
+#endif
+}
+void PmuStat::print(void)
+{
+#ifdef __x86_64__
+  std::cout <<"Reg "<<std::string(name)<<":\n";
+  std::cout <<"  region "<<tregion<<std::endl;
+  std::cout <<"  cycles "<<tcycles<<std::endl;
+  std::cout <<"  inst   "<<inst   <<std::endl;
+  std::cout <<"  cyc    "<<cyc    <<std::endl;
+  std::cout <<"  ref    "<<ref    <<std::endl;
+  std::cout <<"  pmc0   "<<pmc0   <<std::endl;
+  std::cout <<"  pmc1   "<<pmc1   <<std::endl;
+  std::cout <<"  count  "<<count  <<std::endl;
+  std::cout <<"  reads  "<<reads  <<std::endl;
+  std::cout <<"  writes "<<writes <<std::endl;
+#endif
+}
+void PmuStat::start(void)
+{
+#ifdef __x86_64__
+  pmu_start();
+  ++count;
+  xmemctrs(&mrstart, &mwstart);
+  tstart = __rdtsc();
+#endif
+}
+void PmuStat::enter(int t)
+{
+#ifdef __x86_64__
+  counters[0][t] = __rdpmc(0);
+  counters[1][t] = __rdpmc(1);
+  counters[2][t] = __rdpmc((1<<30)|0);
+  counters[3][t] = __rdpmc((1<<30)|1);
+  counters[4][t] = __rdpmc((1<<30)|2);
+  counters[5][t] = __rdtsc();
+#endif
+}
+void PmuStat::exit(int t)
+{
+#ifdef __x86_64__
+  counters[0][t] = __rdpmc(0) - counters[0][t];
+  counters[1][t] = __rdpmc(1) - counters[1][t];
+  counters[2][t] = __rdpmc((1<<30)|0) - counters[2][t];
+  counters[3][t] = __rdpmc((1<<30)|1) - counters[3][t];
+  counters[4][t] = __rdpmc((1<<30)|2) - counters[4][t];
+  counters[5][t] = __rdtsc() - counters[5][t];
+#endif
+}
+void PmuStat::accum(int nthreads)
+{
+#ifdef __x86_64__
+  tend = __rdtsc();
+  xmemctrs(&mrend, &mwend);
+  pmu_stop();
+  for (int t = 0; t < nthreads; ++t) {
+    pmc0 += counters[0][t];
+    pmc1 += counters[1][t];
+    inst += counters[2][t];
+    cyc += counters[3][t];
+    ref += counters[4][t];
+    tcycles += counters[5][t];
+  }
+  uint64_t region = tend - tstart;
+  tregion += region;
+  uint64_t mreads = mrend - mrstart;
+  reads += mreads;
+  uint64_t mwrites = mwend - mwstart;
+  writes += mwrites;
+#endif
+}
+
+
+void PmuStat::pmu_fini(void) {}
+void PmuStat::pmu_start(void) {};
+void PmuStat::pmu_stop(void) {};
+void PmuStat::pmu_init(void)
+{
+#ifdef _KNIGHTS_LANDING_
+  KNLsetup();
+#endif
+}
+void PmuStat::xmemctrs(uint64_t *mr, uint64_t *mw)
+{
+#ifdef _KNIGHTS_LANDING_
+  ctrs c;
+  KNLreadctrs(c);
+  uint64_t emr = 0, emw = 0;
+  for (int i = 0; i < NEDC; ++i)
+    {
+      emr += c.edcrd[i];
+      emw += c.edcwr[i];
+    }
+  *mr = emr;
+  *mw = emw;
+#else
+  *mr = *mw = 0;
+#endif
+}
+
+#ifdef _KNIGHTS_LANDING_
+
+struct knl_gbl_ PmuStat::gbl;
+
+#define PMU_MEM
+
+void PmuStat::KNLevsetup(const char *ename, int &fd, int event, int umask)
+{
+  char fname[1024];
+  snprintf(fname, sizeof(fname), "%s/type", ename);
+  FILE *fp = fopen(fname, "r");
+  if (fp == 0) {
+    ::printf("open %s", fname);
+    ::exit(0);
+  }
+  int type;
+  int ret = fscanf(fp, "%d", &type);
+  assert(ret == 1);
+  fclose(fp);
+  //  std::cout << "Using PMU type "<<type<<" from " << std::string(ename) <<std::endl;
+
+  struct perf_event_attr hw = {};
+  hw.size = sizeof(hw);
+  hw.type = type;
+  // see /sys/devices/uncore_*/format/*
+  // All of the events we are interested in are configured the same way, but
+  // that isn't always true. Proper code would parse the format files
+  hw.config = event | (umask << 8);
+  //hw.read_format = PERF_FORMAT_GROUP;
+  // unfortunately the above only works within a single PMU; might
+  // as well just read them one at a time
+  int cpu = 0;
+  fd = perf_event_open(&hw, -1, cpu, -1, 0);
+  if (fd == -1) {
+    ::printf("CPU %d, box %s, event 0x%lx", cpu, ename, hw.config);
+    ::exit(0);
+  } else { 
+    //    std::cout << "event "<<std::string(ename)<<" set up for fd "<<fd<<" hw.config "<<hw.config <<std::endl;
+  }
+}
+
+
+ void PmuStat::KNLsetup(void){
+
+   int ret;
+   char fname[1024];
+
+   // MC RPQ inserts and WPQ inserts (reads & writes)
+   for (int mc = 0; mc < NMC; ++mc)
+     {
+       ::snprintf(fname, sizeof(fname), "/sys/devices/uncore_imc_%d",mc);
+       // RPQ Inserts
+       KNLevsetup(fname, gbl.mc_rd[mc], 0x1, 0x1);
+       // WPQ Inserts
+       KNLevsetup(fname, gbl.mc_wr[mc], 0x2, 0x1);
+     }
+   // EDC RPQ inserts and WPQ inserts
+   for (int edc=0; edc < NEDC; ++edc)
+     {
+       ::snprintf(fname, sizeof(fname), "/sys/devices/uncore_edc_eclk_%d",edc);
+       // RPQ inserts
+       KNLevsetup(fname, gbl.edc_rd[edc], 0x1, 0x1);
+       // WPQ inserts
+       KNLevsetup(fname, gbl.edc_wr[edc], 0x2, 0x1);
+     }
+   // EDC HitE, HitM, MissE, MissM
+   for (int edc=0; edc < NEDC; ++edc)
+     {
+       ::snprintf(fname, sizeof(fname), "/sys/devices/uncore_edc_uclk_%d", edc);
+       KNLevsetup(fname, gbl.edc_hite[edc], 0x2, 0x1);
+       KNLevsetup(fname, gbl.edc_hitm[edc], 0x2, 0x2);
+       KNLevsetup(fname, gbl.edc_misse[edc], 0x2, 0x4);
+       KNLevsetup(fname, gbl.edc_missm[edc], 0x2, 0x8);
+     }
+ }
+
+uint64_t PmuStat::KNLreadctr(int fd)
+{
+  uint64_t data;
+  size_t s = ::read(fd, &data, sizeof(data));
+  if (s != sizeof(uint64_t)){
+    ::printf("read counter %lu", s);
+    ::exit(0);
+  }
+  return data;
+}
+
+void PmuStat::KNLreadctrs(ctrs &c)
+{
+  for (int i = 0; i < NMC; ++i)
+    {
+      c.mcrd[i] = KNLreadctr(gbl.mc_rd[i]);
+      c.mcwr[i] = KNLreadctr(gbl.mc_wr[i]);
+    }
+  for (int i = 0; i < NEDC; ++i)
+    {
+      c.edcrd[i] = KNLreadctr(gbl.edc_rd[i]);
+      c.edcwr[i] = KNLreadctr(gbl.edc_wr[i]);
+    }
+  for (int i = 0; i < NEDC; ++i)
+    {
+      c.edchite[i] = KNLreadctr(gbl.edc_hite[i]);
+      c.edchitm[i] = KNLreadctr(gbl.edc_hitm[i]);
+      c.edcmisse[i] = KNLreadctr(gbl.edc_misse[i]);
+      c.edcmissm[i] = KNLreadctr(gbl.edc_missm[i]);
+    }
+}
+
+#endif
+}

lib/Stat.h

@@ -0,0 +1,104 @@
+#ifndef _GRID_STAT_H
+#define _GRID_STAT_H
+
+#ifdef AVX512
+#define _KNIGHTS_LANDING_ROOTONLY
+#endif
+
+namespace Grid { 
+
+///////////////////////////////////////////////////////////////////////////////
+// Extra KNL counters from MCDRAM
+///////////////////////////////////////////////////////////////////////////////
+#ifdef _KNIGHTS_LANDING_
+#define NMC 6
+#define NEDC 8
+struct ctrs
+{
+    uint64_t mcrd[NMC];
+    uint64_t mcwr[NMC];
+    uint64_t edcrd[NEDC]; 
+    uint64_t edcwr[NEDC];
+    uint64_t edchite[NEDC];
+    uint64_t edchitm[NEDC];
+    uint64_t edcmisse[NEDC];
+    uint64_t edcmissm[NEDC];
+};
+// Peter/Azusa:
+// Our modification of a code provided by Larry Meadows from Intel
+// Verified by email exchange non-NDA, ok for github. Should be as uses /sys/devices/ FS
+// so is already public and in the linux kernel for KNL.
+struct knl_gbl_
+{
+  int mc_rd[NMC];
+  int mc_wr[NMC];
+  int edc_rd[NEDC];
+  int edc_wr[NEDC];
+  int edc_hite[NEDC];
+  int edc_hitm[NEDC];
+  int edc_misse[NEDC];
+  int edc_missm[NEDC];
+};
+#endif
+///////////////////////////////////////////////////////////////////////////////
+
+class PmuStat
+{
+    uint64_t counters[8][256];
+#ifdef _KNIGHTS_LANDING_
+    static struct knl_gbl_ gbl;
+#endif
+    const char *name;
+
+    uint64_t reads;     // memory reads
+    uint64_t writes;    // memory writes
+    uint64_t mrstart;   // memory read counter at start of parallel region
+    uint64_t mrend;     // memory read counter at end of parallel region
+    uint64_t mwstart;   // memory write counter at start of parallel region
+    uint64_t mwend;     // memory write counter at end of parallel region
+
+    // cumulative counters
+    uint64_t count;     // number of invocations
+    uint64_t tregion;   // total time in parallel region (from thread 0)
+    uint64_t tcycles;   // total cycles inside parallel region
+    uint64_t inst, ref, cyc;   // fixed counters
+    uint64_t pmc0, pmc1;// pmu
+    // add memory counters here
+    // temp variables
+    uint64_t tstart;    // tsc at start of parallel region
+    uint64_t tend;      // tsc at end of parallel region
+    // map for ctrs values
+    // 0 pmc0 start
+    // 1 pmc0 end
+    // 2 pmc1 start
+    // 3 pmc1 end
+    // 4 tsc start
+    // 5 tsc end
+    static bool pmu_initialized;
+public:
+    static bool is_init(void){ return pmu_initialized;}
+    static void pmu_init(void);
+    static void pmu_fini(void);
+    static void pmu_start(void);
+    static void pmu_stop(void);
+    void accum(int nthreads);
+    static void xmemctrs(uint64_t *mr, uint64_t *mw);
+    void start(void);
+    void enter(int t);
+    void exit(int t);
+    void print(void);
+    void init(const char *regname);
+    void clear(void);
+#ifdef _KNIGHTS_LANDING_
+    static void     KNLsetup(void);
+    static uint64_t KNLreadctr(int fd);
+    static void     KNLreadctrs(ctrs &c);
+    static void     KNLevsetup(const char *ename, int &fd, int event, int umask);
+#endif
+    
+  };
+
+}
+#endif
+
+

lib/Tensors.h

@@ -1,22 +1,51 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/Tensors.h
+
+    Copyright (C) 2015
+
+Author: Azusa Yamaguchi <ayamaguc@staffmail.ed.ac.uk>
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+Author: neo <cossu@post.kek.jp>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_MATH_H
 #define GRID_MATH_H
 
-#include <tensors/Tensor_traits.h>
+#include <Grid/tensors/Tensor_traits.h>
-#include <tensors/Tensor_class.h>
+#include <Grid/tensors/Tensor_class.h>
-#include <tensors/Tensor_arith.h>
+#include <Grid/tensors/Tensor_arith.h>
-#include <tensors/Tensor_inner.h>
+#include <Grid/tensors/Tensor_inner.h>
-#include <tensors/Tensor_outer.h>
+#include <Grid/tensors/Tensor_outer.h>
-#include <tensors/Tensor_transpose.h>
+#include <Grid/tensors/Tensor_transpose.h>
-#include <tensors/Tensor_trace.h>
+#include <Grid/tensors/Tensor_trace.h>
-#include <tensors/Tensor_index.h>
+#include <Grid/tensors/Tensor_index.h>
-#include <tensors/Tensor_Ta.h>
+#include <Grid/tensors/Tensor_Ta.h>
-#include <tensors/Tensor_determinant.h>
+#include <Grid/tensors/Tensor_determinant.h>
-#include <tensors/Tensor_exp.h>
+#include <Grid/tensors/Tensor_exp.h>
-//#include <tensors/Tensor_peek.h>
+//#include <Grid/tensors/Tensor_peek.h>
-//#include <tensors/Tensor_poke.h>
+//#include <Grid/tensors/Tensor_poke.h>
-#include <tensors/Tensor_reality.h>
+#include <Grid/tensors/Tensor_reality.h>
-#include <tensors/Tensor_unary.h>
+#include <Grid/tensors/Tensor_unary.h>
-#include <tensors/Tensor_extract_merge.h>
+#include <Grid/tensors/Tensor_extract_merge.h>
-#include <tensors/Tensor_logical.h>
+#include <Grid/tensors/Tensor_logical.h>
 
 #endif

lib/Threads.h

@@ -1,3 +1,31 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/Threads.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+Author: paboyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_THREADS_H
 #define GRID_THREADS_H
 
@@ -9,7 +37,11 @@
 
 #ifdef GRID_OMP
 #include <omp.h>
-#define PARALLEL_FOR_LOOP _Pragma("omp parallel for ")
+#ifdef GRID_NUMA
+#define PARALLEL_FOR_LOOP _Pragma("omp parallel for schedule(static)")
+#else
+#define PARALLEL_FOR_LOOP _Pragma("omp parallel for schedule(runtime)")
+#endif
 #define PARALLEL_NESTED_LOOP2 _Pragma("omp parallel for collapse(2)")
 #else
 #define PARALLEL_FOR_LOOP 
@@ -95,6 +127,22 @@ class GridThread {
     ThreadBarrier();
   };
 
+  static void bcopy(const void *src, void *dst, size_t len) {
+#ifdef GRID_OMP
+#pragma omp parallel 
+    {
+      const char *c_src =(char *) src;
+      char *c_dest=(char *) dst;
+      int me,mywork,myoff;
+      GridThread::GetWorkBarrier(len,me, mywork,myoff);
+      bcopy(&c_src[myoff],&c_dest[myoff],mywork);
+    }
+#else 
+    bcopy(src,dst,len);
+#endif
+  }
+
+
 };
 
 }

lib/Timer.h

@@ -1,3 +1,31 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/Timer.h
+
+    Copyright (C) 2015
+
+Author: Azusa Yamaguchi <ayamaguc@staffmail.ed.ac.uk>
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_TIME_H
 #define GRID_TIME_H
 
@@ -11,40 +39,62 @@ namespace Grid {
   // Dress the output; use std::chrono
 
 // C++11 time facilities better?
-double usecond(void);
+inline double usecond(void) {
+  struct timeval tv;
+#ifdef TIMERS_ON
+  gettimeofday(&tv,NULL);
+#endif
+  return 1.0*tv.tv_usec + 1.0e6*tv.tv_sec;
+}
 
 typedef  std::chrono::system_clock          GridClock;
 typedef  std::chrono::time_point<GridClock> GridTimePoint;
 typedef  std::chrono::milliseconds          GridTime;
+typedef  std::chrono::microseconds          GridUsecs;
 
+inline std::ostream& operator<< (std::ostream & stream, const std::chrono::milliseconds & time)
+{
+  stream << time.count()<<" ms";
+  return stream;
+}
  
 class GridStopWatch {
 private:
   bool running;
   GridTimePoint start;
-  GridTime accumulator;
+  GridUsecs accumulator;
 public:
   GridStopWatch () { 
     Reset();
   }
   void     Start(void) { 
     assert(running == false);
+#ifdef TIMERS_ON
     start = GridClock::now(); 
+#endif
     running = true;
   }
   void     Stop(void)  { 
     assert(running == true);
-    accumulator+= std::chrono::duration_cast<GridTime>(GridClock::now()-start); 
+#ifdef TIMERS_ON
+    accumulator+= std::chrono::duration_cast<GridUsecs>(GridClock::now()-start); 
+#endif
     running = false; 
   };
   void     Reset(void){
     running = false;
+#ifdef TIMERS_ON
     start = GridClock::now();
-    accumulator = std::chrono::duration_cast<GridTime>(start-start); 
+#endif
+    accumulator = std::chrono::duration_cast<GridUsecs>(start-start); 
   }
   GridTime Elapsed(void) {
     assert(running == false);
-    return accumulator;
+    return std::chrono::duration_cast<GridTime>( accumulator );
+  }
+  uint64_t useconds(void){
+    assert(running == false);
+    return (uint64_t) accumulator.count();
   }
 };
 

lib/algorithms/CoarsenedMatrix.h

@@ -1,7 +1,36 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/algorithms/CoarsenedMatrix.h
+
+    Copyright (C) 2015
+
+Author: Azusa Yamaguchi <ayamaguc@staffmail.ed.ac.uk>
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+Author: Peter Boyle <peterboyle@Peters-MacBook-Pro-2.local>
+Author: paboyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef  GRID_ALGORITHM_COARSENED_MATRIX_H
 #define  GRID_ALGORITHM_COARSENED_MATRIX_H
 
-#include <Grid.h>
 
 namespace Grid {
 
@@ -117,6 +146,56 @@ namespace Grid {
       }
       Orthogonalise();
     }
+
+    virtual void CreateSubspaceLanczos(GridParallelRNG  &RNG,LinearOperatorBase<FineField> &hermop,int nn=nbasis) 
+    {
+      // Run a Lanczos with sloppy convergence
+	const int Nstop = nn;
+	const int Nk = nn+20;
+	const int Np = nn+20;
+	const int Nm = Nk+Np;
+	const int MaxIt= 10000;
+	RealD resid = 1.0e-3;
+
+	Chebyshev<FineField> Cheb(0.5,64.0,21);
+	ImplicitlyRestartedLanczos<FineField> IRL(hermop,Cheb,Nstop,Nk,Nm,resid,MaxIt);
+	//	IRL.lock = 1;
+
+	FineField noise(FineGrid); gaussian(RNG,noise);
+	FineField tmp(FineGrid); 
+	std::vector<RealD>     eval(Nm);
+	std::vector<FineField> evec(Nm,FineGrid);
+
+	int Nconv;
+	IRL.calc(eval,evec,
+		 noise,
+		 Nconv);
+
+    	// pull back nn vectors
+	for(int b=0;b<nn;b++){
+
+	  subspace[b]   = evec[b];
+
+	  std::cout << GridLogMessage <<"subspace["<<b<<"] = "<<norm2(subspace[b])<<std::endl;
+
+	  hermop.Op(subspace[b],tmp); 
+	  std::cout<<GridLogMessage << "filtered["<<b<<"] <f|MdagM|f> "<<norm2(tmp)<<std::endl;
+
+	  noise = tmp -  sqrt(eval[b])*subspace[b] ;
+
+	  std::cout<<GridLogMessage << " lambda_"<<b<<" = "<< eval[b] <<"  ;  [ M - Lambda ]_"<<b<<" vec_"<<b<<"  = " <<norm2(noise)<<std::endl;
+
+	  noise = tmp +  eval[b]*subspace[b] ;
+
+	  std::cout<<GridLogMessage << " lambda_"<<b<<" = "<< eval[b] <<"  ;  [ M - Lambda ]_"<<b<<" vec_"<<b<<"  = " <<norm2(noise)<<std::endl;
+
+	}
+	Orthogonalise();
+	for(int b=0;b<nn;b++){
+	  std::cout << GridLogMessage <<"subspace["<<b<<"] = "<<norm2(subspace[b])<<std::endl;
+	}
+    }
+
     virtual void CreateSubspace(GridParallelRNG  &RNG,LinearOperatorBase<FineField> &hermop,int nn=nbasis) {
 
       RealD scale;
@@ -170,11 +249,10 @@ namespace Grid {
     ////////////////////
     Geometry         geom;
     GridBase *       _grid; 
-    CartesianStencil<siteVector,siteVector,SimpleCompressor<siteVector> > Stencil; 
+    CartesianStencil<siteVector,siteVector> Stencil; 
 
     std::vector<CoarseMatrix> A;
 
-    std::vector<siteVector,alignedAllocator<siteVector> >   comm_buf;
       
     ///////////////////////
     // Interface
@@ -187,7 +265,7 @@ namespace Grid {
       conformable(in._grid,out._grid);
 
       SimpleCompressor<siteVector> compressor;
-      Stencil.HaloExchange(in,comm_buf,compressor);
+      Stencil.HaloExchange(in,compressor);
 
 PARALLEL_FOR_LOOP
       for(int ss=0;ss<Grid()->oSites();ss++){
@@ -204,7 +282,7 @@ PARALLEL_FOR_LOOP
 	  } else if(SE->_is_local) { 
 	    nbr = in._odata[SE->_offset];
 	  } else {
-	    nbr = comm_buf[SE->_offset];
+	    nbr = Stencil.comm_buf[SE->_offset];
 	  }
 	  res = res + A[point]._odata[ss]*nbr;
 	}
@@ -228,7 +306,6 @@ PARALLEL_FOR_LOOP
       Stencil(&CoarseGrid,geom.npoint,Even,geom.directions,geom.displacements),
       A(geom.npoint,&CoarseGrid)
     {
-      comm_buf.resize(Stencil._unified_buffer_size);
     };
 
     void CoarsenOperator(GridBase *FineGrid,LinearOperatorBase<Lattice<Fobj> > &linop,

lib/algorithms/LinearOperator.h

@@ -1,3 +1,31 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/algorithms/LinearOperator.h
+
+    Copyright (C) 2015
+
+Author: Azusa Yamaguchi <ayamaguc@staffmail.ed.ac.uk>
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef  GRID_ALGORITHM_LINEAR_OP_H
 #define  GRID_ALGORITHM_LINEAR_OP_H
 
@@ -194,6 +222,7 @@ namespace Grid {
       SchurDiagMooeeOperator (Matrix &Mat): _Mat(Mat){};
       virtual  RealD Mpc      (const Field &in, Field &out) {
 	Field tmp(in._grid);
+//	std::cout <<"grid pointers: in._grid="<< in._grid << " out._grid=" << out._grid << "  _Mat.Grid=" << _Mat.Grid() << " _Mat.RedBlackGrid=" << _Mat.RedBlackGrid() << std::endl;
 
 	_Mat.Meooe(in,tmp);
 	_Mat.MooeeInv(tmp,out);
@@ -223,10 +252,10 @@ namespace Grid {
       virtual  RealD Mpc      (const Field &in, Field &out) {
 	Field tmp(in._grid);
 
-	_Mat.Meooe(in,tmp);
+	_Mat.Meooe(in,out);
-	_Mat.MooeeInv(tmp,out);
+	_Mat.MooeeInv(out,tmp);
-	_Mat.Meooe(out,tmp);
+	_Mat.Meooe(tmp,out);
-	_Mat.MooeeInv(tmp,out);
+	_Mat.MooeeInv(out,tmp);
 
 	return axpy_norm(out,-1.0,tmp,in);
       }
@@ -242,6 +271,35 @@ namespace Grid {
       }
     };
 
+    template<class Matrix,class Field>
+      class SchurDiagTwoOperator :  public SchurOperatorBase<Field> {
+    protected:
+      Matrix &_Mat;
+    public:
+      SchurDiagTwoOperator (Matrix &Mat): _Mat(Mat){};
+
+      virtual  RealD Mpc      (const Field &in, Field &out) {
+	Field tmp(in._grid);
+
+	_Mat.MooeeInv(in,out);
+	_Mat.Meooe(out,tmp);
+	_Mat.MooeeInv(tmp,out);
+	_Mat.Meooe(out,tmp);
+
+	return axpy_norm(out,-1.0,tmp,in);
+      }
+      virtual  RealD MpcDag   (const Field &in, Field &out){
+	Field tmp(in._grid);
+
+	_Mat.MeooeDag(in,out);
+	_Mat.MooeeInvDag(out,tmp);
+	_Mat.MeooeDag(tmp,out);
+	_Mat.MooeeInvDag(out,tmp);
+
+	return axpy_norm(out,-1.0,tmp,in);
+      }
+    };
+
 
     /////////////////////////////////////////////////////////////
     // Base classes for functions of operators

lib/algorithms/Preconditioner.h

@@ -1,3 +1,30 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/algorithms/Preconditioner.h
+
+    Copyright (C) 2015
+
+Author: Azusa Yamaguchi <ayamaguc@staffmail.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_PRECONDITIONER_H
 #define GRID_PRECONDITIONER_H
 

lib/algorithms/SparseMatrix.h

@@ -1,7 +1,33 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/algorithms/SparseMatrix.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef  GRID_ALGORITHM_SPARSE_MATRIX_H
 #define  GRID_ALGORITHM_SPARSE_MATRIX_H
 
-#include <Grid.h>
 
 namespace Grid {
 

lib/algorithms/approx/Chebyshev.h

@@ -1,8 +1,35 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/algorithms/approx/Chebyshev.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+Author: paboyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_CHEBYSHEV_H
 #define GRID_CHEBYSHEV_H
 
-#include<Grid.h>
+#include <Grid/algorithms/LinearOperator.h>
-#include<algorithms/LinearOperator.h>
 
 namespace Grid {
 
@@ -30,13 +57,14 @@ namespace Grid {
       Field Mtmp(in._grid);
       AtoN = in;
       out = AtoN*Coeffs[0];
-      //      std::cout <<"Poly in " <<norm2(in)<<std::endl;
+//            std::cout <<"Poly in " <<norm2(in)<<" size "<< Coeffs.size()<<std::endl;
-      //      std::cout <<"0 " <<norm2(out)<<std::endl;
+//            std::cout <<"Coeffs[0]= "<<Coeffs[0]<< " 0 " <<norm2(out)<<std::endl;
       for(int n=1;n<Coeffs.size();n++){
 	Mtmp = AtoN;
 	Linop.HermOp(Mtmp,AtoN);
 	out=out+AtoN*Coeffs[n];
-	//	std::cout << n<<" " <<norm2(out)<<std::endl;
+//            std::cout <<"Coeffs "<<n<<"= "<< Coeffs[n]<< " 0 " <<std::endl;
+//		std::cout << n<<" " <<norm2(out)<<std::endl;
       }
     };
   };
@@ -54,7 +82,8 @@ namespace Grid {
 
   public:
     void csv(std::ostream &out){
-      for (RealD x=lo; x<hi; x+=(hi-lo)/1000) {
+	RealD diff = hi-lo;
+      for (RealD x=lo-0.2*diff; x<hi+0.2*diff; x+=(hi-lo)/1000) {
 	RealD f = approx(x);
 	out<< x<<" "<<f<<std::endl;
       }
@@ -71,10 +100,24 @@ namespace Grid {
 
     Chebyshev(){};
     Chebyshev(RealD _lo,RealD _hi,int _order, RealD (* func)(RealD) ) {Init(_lo,_hi,_order,func);};
-    
+    Chebyshev(RealD _lo,RealD _hi,int _order) {Init(_lo,_hi,_order);};
+
     ////////////////////////////////////////////////////////////////////////////////////////////////////
     // c.f. numerical recipes "chebft"/"chebev". This is sec 5.8 "Chebyshev approximation".
     ////////////////////////////////////////////////////////////////////////////////////////////////////
+// CJ: the one we need for Lanczos
+    void Init(RealD _lo,RealD _hi,int _order)
+    {
+      lo=_lo;
+      hi=_hi;
+      order=_order;
+      
+      if(order < 2) exit(-1);
+      Coeffs.resize(order);
+      Coeffs.assign(0.,order);
+      Coeffs[order-1] = 1.;
+    };
+
     void Init(RealD _lo,RealD _hi,int _order, RealD (* func)(RealD))
     {
       lo=_lo;
@@ -154,6 +197,8 @@ namespace Grid {
     void operator() (LinearOperatorBase<Field> &Linop, const Field &in, Field &out) {
 
       GridBase *grid=in._grid;
+//std::cout << "Chevyshef(): in._grid="<<in._grid<<std::endl;
+//<<" Linop.Grid()="<<Linop.Grid()<<"Linop.RedBlackGrid()="<<Linop.RedBlackGrid()<<std::endl;
 
       int vol=grid->gSites();
 

lib/algorithms/approx/MultiShiftFunction.cc

@@ -1,3 +1,30 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/algorithms/approx/MultiShiftFunction.cc
+
+    Copyright (C) 2015
+
+Author: Azusa Yamaguchi <ayamaguc@staffmail.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #include <Grid.h>
 
 namespace Grid {

lib/algorithms/approx/MultiShiftFunction.h

@@ -1,3 +1,31 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/algorithms/approx/MultiShiftFunction.h
+
+    Copyright (C) 2015
+
+Author: Azusa Yamaguchi <ayamaguc@staffmail.ed.ac.uk>
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef MULTI_SHIFT_FUNCTION
 #define MULTI_SHIFT_FUNCTION
 

lib/algorithms/approx/Remez.h

@@ -16,9 +16,13 @@
 #define INCLUDED_ALG_REMEZ_H
 
 #include <stddef.h>
+#include <Config.h>
 
-//#include <algorithms/approx/bigfloat.h>
+#ifdef HAVE_LIBGMP
-#include <algorithms/approx/bigfloat_double.h>
+#include "bigfloat.h"
+#else
+#include "bigfloat_double.h"
+#endif
 
 #define JMAX 10000 //Maximum number of iterations of Newton's approximation
 #define SUM_MAX 10 // Maximum number of terms in exponential

lib/algorithms/approx/bigfloat_double.h

@@ -1,3 +1,30 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/algorithms/approx/bigfloat_double.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #include <math.h>
 
 typedef double mfloat; 

lib/algorithms/iterative/AdefGeneric.h

@@ -1,3 +1,30 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/algorithms/iterative/AdefGeneric.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_ALGORITHMS_ITERATIVE_GENERIC_PCG
 #define GRID_ALGORITHMS_ITERATIVE_GENERIC_PCG
 

lib/algorithms/iterative/ConjugateGradient.h

@@ -1,105 +1,168 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid
+
+Source file: ./lib/algorithms/iterative/ConjugateGradient.h
+
+Copyright (C) 2015
+
+Author: Azusa Yamaguchi <ayamaguc@staffmail.ed.ac.uk>
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+Author: paboyle <paboyle@ph.ed.ac.uk>
+
+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, write to the Free Software Foundation, Inc.,
+51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+See the full license in the file "LICENSE" in the top level distribution
+directory
+*************************************************************************************/
+/*  END LEGAL */
 #ifndef GRID_CONJUGATE_GRADIENT_H
 #define GRID_CONJUGATE_GRADIENT_H
 
 namespace Grid {
 
-    /////////////////////////////////////////////////////////////
+/////////////////////////////////////////////////////////////
-    // Base classes for iterative processes based on operators
+// Base classes for iterative processes based on operators
-    // single input vec, single output vec.
+// single input vec, single output vec.
-    /////////////////////////////////////////////////////////////
+/////////////////////////////////////////////////////////////
 
-  template<class Field> 
+template <class Field>
-    class ConjugateGradient : public OperatorFunction<Field> {
+class ConjugateGradient : public OperatorFunction<Field> {
-public:                                                
+ public:
-    RealD   Tolerance;
+  bool ErrorOnNoConverge;  // throw an assert when the CG fails to converge.
-    Integer MaxIterations;
+                           // Defaults true.
-    ConjugateGradient(RealD tol,Integer maxit) : Tolerance(tol), MaxIterations(maxit) { 
+  RealD Tolerance;
-    };
+  Integer MaxIterations;
+  ConjugateGradient(RealD tol, Integer maxit, bool err_on_no_conv = true)
+      : Tolerance(tol),
+        MaxIterations(maxit),
+        ErrorOnNoConverge(err_on_no_conv){};
 
+  void operator()(LinearOperatorBase<Field> &Linop, const Field &src,
+                  Field &psi) {
+    psi.checkerboard = src.checkerboard;
+    conformable(psi, src);
 
-    void operator() (LinearOperatorBase<Field> &Linop,const Field &src, Field &psi){
+    RealD cp, c, a, d, b, ssq, qq, b_pred;
 
-      psi.checkerboard = src.checkerboard;
+    Field p(src);
-      conformable(psi,src);
+    Field mmp(src);
+    Field r(src);
 
-      RealD cp,c,a,d,b,ssq,qq,b_pred;
+    // Initial residual computation & set up
-      
+    RealD guess = norm2(psi);
-      Field   p(src);
+    assert(std::isnan(guess) == 0);
-      Field mmp(src);
-      Field   r(src);
-      
-      //Initial residual computation & set up
-      RealD guess = norm2(psi);
-      
-      Linop.HermOpAndNorm(psi,mmp,d,b);
-      
-      r= src-mmp;
-      p= r;
-      
-      a  =norm2(p);
-      cp =a;
-      ssq=norm2(src);
 
-      std::cout<<GridLogIterative <<std::setprecision(4)<< "ConjugateGradient: guess "<<guess<<std::endl;
+    
-      std::cout<<GridLogIterative <<std::setprecision(4)<< "ConjugateGradient:   src "<<ssq  <<std::endl;
+    Linop.HermOpAndNorm(psi, mmp, d, b);
-      std::cout<<GridLogIterative <<std::setprecision(4)<< "ConjugateGradient:    mp "<<d    <<std::endl;
+    
-      std::cout<<GridLogIterative <<std::setprecision(4)<< "ConjugateGradient:   mmp "<<b    <<std::endl;
-      std::cout<<GridLogIterative <<std::setprecision(4)<< "ConjugateGradient:  cp,r "<<cp   <<std::endl;
-      std::cout<<GridLogIterative <<std::setprecision(4)<< "ConjugateGradient:     p "<<a    <<std::endl;
 
-      RealD rsq =  Tolerance* Tolerance*ssq;
+    r = src - mmp;
-      
+    p = r;
-      //Check if guess is really REALLY good :)
-      if ( cp <= rsq ) {
-	return;
-      }
-      
-      std::cout<<GridLogIterative << std::setprecision(4)<< "ConjugateGradient: k=0 residual "<<cp<<" rsq"<<rsq<<std::endl;
-      
-      int k;
-      for (k=1;k<=MaxIterations;k++){
-	
-	c=cp;
-	
-	Linop.HermOpAndNorm(p,mmp,d,qq);
 
-	RealD    qqck = norm2(mmp);
+    a = norm2(p);
-	ComplexD dck  = innerProduct(p,mmp);
+    cp = a;
-      
+    ssq = norm2(src);
-	a      = c/d;
-	b_pred = a*(a*qq-d)/c;
 
-	cp = axpy_norm(r,-a,mmp,r);
+    std::cout << GridLogIterative << std::setprecision(4)
-	b = cp/c;
+              << "ConjugateGradient: guess " << guess << std::endl;
-	
+    std::cout << GridLogIterative << std::setprecision(4)
-	// Fuse these loops ; should be really easy
+              << "ConjugateGradient:   src " << ssq << std::endl;
-	psi= a*p+psi;
+    std::cout << GridLogIterative << std::setprecision(4)
-	p  = p*b+r;
+              << "ConjugateGradient:    mp " << d << std::endl;
-	  
+    std::cout << GridLogIterative << std::setprecision(4)
-	std::cout<<GridLogIterative<<"ConjugateGradient: Iteration " <<k<<" residual "<<cp<< " target"<< rsq<<std::endl;
+              << "ConjugateGradient:   mmp " << b << std::endl;
-	
+    std::cout << GridLogIterative << std::setprecision(4)
-	// Stopping condition
+              << "ConjugateGradient:  cp,r " << cp << std::endl;
-	if ( cp <= rsq ) { 
+    std::cout << GridLogIterative << std::setprecision(4)
-	  
+              << "ConjugateGradient:     p " << a << std::endl;
-	  Linop.HermOpAndNorm(psi,mmp,d,qq);
-	  p=mmp-src;
-	  
-	  RealD mmpnorm = sqrt(norm2(mmp));
-	  RealD psinorm = sqrt(norm2(psi));
-	  RealD srcnorm = sqrt(norm2(src));
-	  RealD resnorm = sqrt(norm2(p));
-	  RealD true_residual = resnorm/srcnorm;
 
-	  std::cout<<GridLogMessage<<"ConjugateGradient: Converged on iteration " <<k
+    RealD rsq = Tolerance * Tolerance * ssq;
-		   <<" computed residual "<<sqrt(cp/ssq)
+
-		   <<" true residual     "<<true_residual
+    // Check if guess is really REALLY good :)
-		   <<" target "<<Tolerance<<std::endl;
+    if (cp <= rsq) {
-	  return;
+      return;
-	}
-      }
-      std::cout<<GridLogMessage<<"ConjugateGradient did NOT converge"<<std::endl;
-      assert(0);
     }
-  };
+
+    std::cout << GridLogIterative << std::setprecision(4)
+              << "ConjugateGradient: k=0 residual " << cp << " target " << rsq
+              << std::endl;
+
+    GridStopWatch LinalgTimer;
+    GridStopWatch MatrixTimer;
+    GridStopWatch SolverTimer;
+
+    SolverTimer.Start();
+    int k;
+    for (k = 1; k <= MaxIterations; k++) {
+      c = cp;
+
+      MatrixTimer.Start();
+      Linop.HermOpAndNorm(p, mmp, d, qq);
+      MatrixTimer.Stop();
+
+      LinalgTimer.Start();
+      //  RealD    qqck = norm2(mmp);
+      //  ComplexD dck  = innerProduct(p,mmp);
+
+      a = c / d;
+      b_pred = a * (a * qq - d) / c;
+
+      cp = axpy_norm(r, -a, mmp, r);
+      b = cp / c;
+
+      // Fuse these loops ; should be really easy
+      psi = a * p + psi;
+      p = p * b + r;
+
+      LinalgTimer.Stop();
+      std::cout << GridLogIterative << "ConjugateGradient: Iteration " << k
+                << " residual " << cp << " target " << rsq << std::endl;
+
+      // Stopping condition
+      if (cp <= rsq) {
+        SolverTimer.Stop();
+        Linop.HermOpAndNorm(psi, mmp, d, qq);
+        p = mmp - src;
+
+        RealD mmpnorm = sqrt(norm2(mmp));
+        RealD psinorm = sqrt(norm2(psi));
+        RealD srcnorm = sqrt(norm2(src));
+        RealD resnorm = sqrt(norm2(p));
+        RealD true_residual = resnorm / srcnorm;
+
+        std::cout << GridLogMessage
+                  << "ConjugateGradient: Converged on iteration " << k << std::endl;
+        std::cout << GridLogMessage << "Computed residual " << sqrt(cp / ssq)
+                  << " true residual " << true_residual << " target "
+                  << Tolerance << std::endl;
+        std::cout << GridLogMessage << "Time elapsed: Iterations "
+                  << SolverTimer.Elapsed() << " Matrix  "
+                  << MatrixTimer.Elapsed() << " Linalg "
+                  << LinalgTimer.Elapsed();
+        std::cout << std::endl;
+
+        if (ErrorOnNoConverge) assert(true_residual / Tolerance < 1000.0);
+
+        return;
+      }
+    }
+    std::cout << GridLogMessage << "ConjugateGradient did NOT converge"
+              << std::endl;
+    if (ErrorOnNoConverge) assert(0);
+  }
+};
 }
 #endif

lib/algorithms/iterative/ConjugateGradientMixedPrec.h

@@ -0,0 +1,142 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/algorithms/iterative/ConjugateGradientMixedPrec.h
+
+    Copyright (C) 2015
+
+Author: Christopher Kelly <ckelly@phys.columbia.edu>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
+#ifndef GRID_CONJUGATE_GRADIENT_MIXED_PREC_H
+#define GRID_CONJUGATE_GRADIENT_MIXED_PREC_H
+
+namespace Grid {
+
+  //Mixed precision restarted defect correction CG
+  template<class FieldD,class FieldF, typename std::enable_if< getPrecision<FieldD>::value == 2, int>::type = 0,typename std::enable_if< getPrecision<FieldF>::value == 1, int>::type = 0> 
+  class MixedPrecisionConjugateGradient : public LinearFunction<FieldD> {
+  public:                                                
+    RealD   Tolerance;
+    Integer MaxInnerIterations;
+    Integer MaxOuterIterations;
+    GridBase* SinglePrecGrid; //Grid for single-precision fields
+    RealD OuterLoopNormMult; //Stop the outer loop and move to a final double prec solve when the residual is OuterLoopNormMult * Tolerance
+    LinearOperatorBase<FieldF> &Linop_f;
+    LinearOperatorBase<FieldD> &Linop_d;
+
+    //Option to speed up *inner single precision* solves using a LinearFunction that produces a guess
+    LinearFunction<FieldF> *guesser;
+    
+    MixedPrecisionConjugateGradient(RealD tol, Integer maxinnerit, Integer maxouterit, GridBase* _sp_grid, LinearOperatorBase<FieldF> &_Linop_f, LinearOperatorBase<FieldD> &_Linop_d) :
+      Linop_f(_Linop_f), Linop_d(_Linop_d),
+      Tolerance(tol), MaxInnerIterations(maxinnerit), MaxOuterIterations(maxouterit), SinglePrecGrid(_sp_grid),
+      OuterLoopNormMult(100.), guesser(NULL){ };
+
+    void useGuesser(LinearFunction<FieldF> &g){
+      guesser = &g;
+    }
+  
+    void operator() (const FieldD &src_d_in, FieldD &sol_d){
+      GridStopWatch TotalTimer;
+      TotalTimer.Start();
+    
+      int cb = src_d_in.checkerboard;
+      sol_d.checkerboard = cb;
+    
+      RealD src_norm = norm2(src_d_in);
+      RealD stop = src_norm * Tolerance*Tolerance;
+
+      GridBase* DoublePrecGrid = src_d_in._grid;
+      FieldD tmp_d(DoublePrecGrid);
+      tmp_d.checkerboard = cb;
+    
+      FieldD tmp2_d(DoublePrecGrid);
+      tmp2_d.checkerboard = cb;
+    
+      FieldD src_d(DoublePrecGrid);
+      src_d = src_d_in; //source for next inner iteration, computed from residual during operation
+    
+      RealD inner_tol = Tolerance;
+    
+      FieldF src_f(SinglePrecGrid);
+      src_f.checkerboard = cb;
+    
+      FieldF sol_f(SinglePrecGrid);
+      sol_f.checkerboard = cb;
+    
+      ConjugateGradient<FieldF> CG_f(inner_tol, MaxInnerIterations);
+      CG_f.ErrorOnNoConverge = false;
+
+      GridStopWatch InnerCGtimer;
+
+      GridStopWatch PrecChangeTimer;
+    
+      for(Integer outer_iter = 0; outer_iter < MaxOuterIterations; outer_iter++){
+	//Compute double precision rsd and also new RHS vector.
+	Linop_d.HermOp(sol_d, tmp_d);
+	RealD norm = axpy_norm(src_d, -1., tmp_d, src_d_in); //src_d is residual vector
+      
+	std::cout<<GridLogMessage<<"MixedPrecisionConjugateGradient: Outer iteration " <<outer_iter<<" residual "<< norm<< " target "<< stop<<std::endl;
+
+	if(norm < OuterLoopNormMult * stop){
+	  std::cout<<GridLogMessage<<"MixedPrecisionConjugateGradient: Outer iteration converged on iteration " <<outer_iter <<std::endl;
+	  break;
+	}
+	while(norm * inner_tol * inner_tol < stop) inner_tol *= 2;  // inner_tol = sqrt(stop/norm) ??
+
+	PrecChangeTimer.Start();
+	precisionChange(src_f, src_d);
+	PrecChangeTimer.Stop();
+      
+	zeroit(sol_f);
+
+	//Optionally improve inner solver guess (eg using known eigenvectors)
+	if(guesser != NULL)
+	  (*guesser)(src_f, sol_f);
+
+	//Inner CG
+	CG_f.Tolerance = inner_tol;
+	InnerCGtimer.Start();
+	CG_f(Linop_f, src_f, sol_f);
+	InnerCGtimer.Stop();
+      
+	//Convert sol back to double and add to double prec solution
+	PrecChangeTimer.Start();
+	precisionChange(tmp_d, sol_f);
+	PrecChangeTimer.Stop();
+      
+	axpy(sol_d, 1.0, tmp_d, sol_d);
+      }
+    
+      //Final trial CG
+      std::cout<<GridLogMessage<<"MixedPrecisionConjugateGradient: Starting final patch-up double-precision solve"<<std::endl;
+    
+      ConjugateGradient<FieldD> CG_d(Tolerance, MaxInnerIterations);
+      CG_d(Linop_d, src_d_in, sol_d);
+
+      TotalTimer.Stop();
+      std::cout<<GridLogMessage<<"MixedPrecisionConjugateGradient: Total " << TotalTimer.Elapsed() << " Precision change " << PrecChangeTimer.Elapsed() << " Inner CG total " << InnerCGtimer.Elapsed() << std::endl;
+    }
+  };
+
+}
+
+#endif

lib/algorithms/iterative/ConjugateGradientMultiShift.h

@@ -1,3 +1,31 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/algorithms/iterative/ConjugateGradientMultiShift.h
+
+    Copyright (C) 2015
+
+Author: Azusa Yamaguchi <ayamaguc@staffmail.ed.ac.uk>
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_CONJUGATE_MULTI_SHIFT_GRADIENT_H
 #define GRID_CONJUGATE_MULTI_SHIFT_GRADIENT_H
 
@@ -246,7 +274,7 @@ void operator() (LinearOperatorBase<Field> &Linop, const Field &src, std::vector
   }
   // ugly hack
   std::cout<<GridLogMessage<<"CG multi shift did not converge"<<std::endl;
-  assert(0);
+//  assert(0);
 }
 
   };

lib/algorithms/iterative/ConjugateResidual.h

@@ -1,3 +1,31 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/algorithms/iterative/ConjugateResidual.h
+
+    Copyright (C) 2015
+
+Author: Azusa Yamaguchi <ayamaguc@staffmail.ed.ac.uk>
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_CONJUGATE_RESIDUAL_H
 #define GRID_CONJUGATE_RESIDUAL_H
 

lib/algorithms/iterative/DenseMatrix.h

@@ -1,3 +1,31 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/algorithms/iterative/DenseMatrix.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+Author: paboyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_DENSE_MATRIX_H
 #define GRID_DENSE_MATRIX_H
 
@@ -102,8 +130,8 @@ DenseMatrix<T> GetSubMtx(DenseMatrix<T> &A,int row_st, int row_end, int col_st,
 
 }
 
-#include <algorithms/iterative/Householder.h>
+#include "Householder.h"
-#include <algorithms/iterative/Francis.h>
+#include "Francis.h"
 
 #endif
 

lib/algorithms/iterative/EigenSort.h

@@ -1,3 +1,30 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/algorithms/iterative/EigenSort.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_EIGENSORT_H
 #define GRID_EIGENSORT_H
 
@@ -11,32 +38,34 @@ template<class Field>
 class SortEigen {
  private:
   
+//hacking for testing for now
+ private:
   static bool less_lmd(RealD left,RealD right){
-    return fabs(left) < fabs(right);
+    return left > right;
   }  
-  static bool less_pair(std::pair<RealD,Field>& left,
+  static bool less_pair(std::pair<RealD,Field const*>& left,
-		 std::pair<RealD,Field>& right){
+                        std::pair<RealD,Field const*>& right){
-    return fabs(left.first) < fabs(right.first);
+    return left.first > (right.first);
   }  
   
+  
  public:
 
   void push(DenseVector<RealD>& lmd,
-	    DenseVector<Field>& evec,int N) {
+            DenseVector<Field>& evec,int N) {
-
+    DenseVector<Field> cpy(lmd.size(),evec[0]._grid);
-    DenseVector<std::pair<RealD, Field> > emod;
+    for(int i=0;i<lmd.size();i++) cpy[i] = evec[i];
-    typename DenseVector<std::pair<RealD, Field> >::iterator it;
     
-    for(int i=0;i<lmd.size();++i){
+    DenseVector<std::pair<RealD, Field const*> > emod(lmd.size());    
-      emod.push_back(std::pair<RealD,Field>(lmd[i],evec[i]));
+    for(int i=0;i<lmd.size();++i)
-    }
+      emod[i] = std::pair<RealD,Field const*>(lmd[i],&cpy[i]);
 
     partial_sort(emod.begin(),emod.begin()+N,emod.end(),less_pair);
 
-    it=emod.begin();
+    typename DenseVector<std::pair<RealD, Field const*> >::iterator it = emod.begin();
     for(int i=0;i<N;++i){
       lmd[i]=it->first;
-      evec[i]=it->second;
+      evec[i]=*(it->second);
       ++it;
     }
   }

lib/algorithms/iterative/Francis.h

@@ -1,3 +1,30 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/algorithms/iterative/Francis.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef FRANCIS_H
 #define FRANCIS_H
 

lib/algorithms/iterative/Householder.h

@@ -1,3 +1,30 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/algorithms/iterative/Householder.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef HOUSEHOLDER_H
 #define HOUSEHOLDER_H
 

lib/algorithms/iterative/ImplicitlyRestartedLanczos.h

@@ -1,8 +1,40 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/algorithms/iterative/ImplicitlyRestartedLanczos.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+Author: paboyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_IRL_H
 #define GRID_IRL_H
 
-#include <algorithms/iterative/DenseMatrix.h>
+#include <string.h> //memset
-#include <algorithms/iterative/EigenSort.h>
+#ifdef USE_LAPACK
+#include <lapacke.h>
+#endif
+#include "DenseMatrix.h"
+#include "EigenSort.h"
 
 namespace Grid {
 
@@ -21,6 +53,7 @@ public:
     int Niter;
     int converged;
 
+    int Nstop;   // Number of evecs checked for convergence
     int Nk;      // Number of converged sought
     int Np;      // Np -- Number of spare vecs in kryloc space
     int Nm;      // Nm -- total number of vectors
@@ -29,6 +62,8 @@ public:
 
     SortEigen<Field> _sort;
 
+//    GridCartesian &_fgrid;
+
     LinearOperatorBase<Field> &_Linop;
 
     OperatorFunction<Field>   &_poly;
@@ -39,7 +74,27 @@ public:
     void init(void){};
     void Abort(int ff, DenseVector<RealD> &evals,  DenseVector<DenseVector<RealD> > &evecs);
 
-    ImplicitlyRestartedLanczos(LinearOperatorBase<Field> &Linop, // op
+    ImplicitlyRestartedLanczos(
+				LinearOperatorBase<Field> &Linop, // op
+			       OperatorFunction<Field> & poly,   // polynmial
+			       int _Nstop, // sought vecs
+			       int _Nk, // sought vecs
+			       int _Nm, // spare vecs
+			       RealD _eresid, // resid in lmdue deficit 
+			       int _Niter) : // Max iterations
+      _Linop(Linop),
+      _poly(poly),
+      Nstop(_Nstop),
+      Nk(_Nk),
+      Nm(_Nm),
+      eresid(_eresid),
+      Niter(_Niter)
+    { 
+      Np = Nm-Nk; assert(Np>0);
+    };
+
+    ImplicitlyRestartedLanczos(
+				LinearOperatorBase<Field> &Linop, // op
 			       OperatorFunction<Field> & poly,   // polynmial
 			       int _Nk, // sought vecs
 			       int _Nm, // spare vecs
@@ -47,6 +102,7 @@ public:
 			       int _Niter) : // Max iterations
       _Linop(Linop),
       _poly(poly),
+      Nstop(_Nk),
       Nk(_Nk),
       Nm(_Nm),
       eresid(_eresid),
@@ -114,10 +170,11 @@ public:
       RealD beta = normalise(w); // 6. βk+1 := ∥wk∥2. If βk+1 = 0 then Stop
                                  // 7. vk+1 := wk/βk+1
 
+//	std::cout << "alpha = " << zalph << " beta "<<beta<<std::endl;
       const RealD tiny = 1.0e-20;
       if ( beta < tiny ) { 
 	std::cout << " beta is tiny "<<beta<<std::endl;
-      }
+     }
       lmd[k] = alph;
       lme[k]  = beta;
 
@@ -191,15 +248,122 @@ public:
       }
     }
 
+#ifdef USE_LAPACK
+    void diagonalize_lapack(DenseVector<RealD>& lmd,
+		     DenseVector<RealD>& lme, 
+		     int N1,
+		     int N2,
+		     DenseVector<RealD>& Qt,
+		     GridBase *grid){
+  const int size = Nm;
+//  tevals.resize(size);
+//  tevecs.resize(size);
+  int NN = N1;
+  double evals_tmp[NN];
+  double evec_tmp[NN][NN];
+  memset(evec_tmp[0],0,sizeof(double)*NN*NN);
+//  double AA[NN][NN];
+  double DD[NN];
+  double EE[NN];
+  for (int i = 0; i< NN; i++)
+    for (int j = i - 1; j <= i + 1; j++)
+      if ( j < NN && j >= 0 ) {
+        if (i==j) DD[i] = lmd[i];
+        if (i==j) evals_tmp[i] = lmd[i];
+        if (j==(i-1)) EE[j] = lme[j];
+      }
+  int evals_found;
+  int lwork = ( (18*NN) > (1+4*NN+NN*NN)? (18*NN):(1+4*NN+NN*NN)) ;
+  int liwork =  3+NN*10 ;
+  int iwork[liwork];
+  double work[lwork];
+  int isuppz[2*NN];
+  char jobz = 'V'; // calculate evals & evecs
+  char range = 'I'; // calculate all evals
+  //    char range = 'A'; // calculate all evals
+  char uplo = 'U'; // refer to upper half of original matrix
+  char compz = 'I'; // Compute eigenvectors of tridiagonal matrix
+  int ifail[NN];
+  int info;
+//  int total = QMP_get_number_of_nodes();
+//  int node = QMP_get_node_number();
+//  GridBase *grid = evec[0]._grid;
+  int total = grid->_Nprocessors;
+  int node = grid->_processor;
+  int interval = (NN/total)+1;
+  double vl = 0.0, vu = 0.0;
+  int il = interval*node+1 , iu = interval*(node+1);
+  if (iu > NN)  iu=NN;
+  double tol = 0.0;
+    if (1) {
+      memset(evals_tmp,0,sizeof(double)*NN);
+      if ( il <= NN){
+        printf("total=%d node=%d il=%d iu=%d\n",total,node,il,iu);
+        LAPACK_dstegr(&jobz, &range, &NN,
+            (double*)DD, (double*)EE,
+            &vl, &vu, &il, &iu, // these four are ignored if second parameteris 'A'
+            &tol, // tolerance
+            &evals_found, evals_tmp, (double*)evec_tmp, &NN,
+            isuppz,
+            work, &lwork, iwork, &liwork,
+            &info);
+        for (int i = iu-1; i>= il-1; i--){
+          printf("node=%d evals_found=%d evals_tmp[%d] = %g\n",node,evals_found, i - (il-1),evals_tmp[i - (il-1)]);
+          evals_tmp[i] = evals_tmp[i - (il-1)];
+          if (il>1) evals_tmp[i-(il-1)]=0.;
+          for (int j = 0; j< NN; j++){
+            evec_tmp[i][j] = evec_tmp[i - (il-1)][j];
+            if (il>1) evec_tmp[i-(il-1)][j]=0.;
+          }
+        }
+      }
+      {
+//        QMP_sum_double_array(evals_tmp,NN);
+//        QMP_sum_double_array((double *)evec_tmp,NN*NN);
+         grid->GlobalSumVector(evals_tmp,NN);
+         grid->GlobalSumVector((double*)evec_tmp,NN*NN);
+      }
+    } 
+// cheating a bit. It is better to sort instead of just reversing it, but the document of the routine says evals are sorted in increasing order. qr gives evals in decreasing order.
+  for(int i=0;i<NN;i++){
+    for(int j=0;j<NN;j++)
+      Qt[(NN-1-i)*N2+j]=evec_tmp[i][j];
+      lmd [NN-1-i]=evals_tmp[i];
+  }
+}
+#endif
+
+
     void diagonalize(DenseVector<RealD>& lmd,
 		     DenseVector<RealD>& lme, 
-		     int Nm2,
+		     int N2,
-		     int Nm,
+		     int N1,
-		     DenseVector<RealD>& Qt)
+		     DenseVector<RealD>& Qt,
+		     GridBase *grid)
     {
-      int Niter = 100*Nm;
+
+#ifdef USE_LAPACK
+    const int check_lapack=0; // just use lapack if 0, check against lapack if 1
+
+    if(!check_lapack)
+	return diagonalize_lapack(lmd,lme,N2,N1,Qt,grid);
+
+	DenseVector <RealD> lmd2(N1);
+	DenseVector <RealD> lme2(N1);
+	DenseVector<RealD> Qt2(N1*N1);
+         for(int k=0; k<N1; ++k){
+	    lmd2[k] = lmd[k];
+	    lme2[k] = lme[k];
+	  }
+         for(int k=0; k<N1*N1; ++k)
+	Qt2[k] = Qt[k];
+
+//	diagonalize_lapack(lmd2,lme2,Nm2,Nm,Qt,grid);
+#endif
+
+      int Niter = 100*N1;
       int kmin = 1;
-      int kmax = Nk;
+      int kmax = N2;
       // (this should be more sophisticated)
 
       for(int iter=0; iter<Niter; ++iter){
@@ -211,7 +375,7 @@ public:
 	// (Dsh: shift)
 	
 	// transformation
-	qr_decomp(lmd,lme,Nk,Nm,Qt,Dsh,kmin,kmax);
+	qr_decomp(lmd,lme,N2,N1,Qt,Dsh,kmin,kmax);
 	
 	// Convergence criterion (redef of kmin and kamx)
 	for(int j=kmax-1; j>= kmin; --j){
@@ -222,6 +386,23 @@ public:
 	  }
 	}
 	Niter = iter;
+#ifdef USE_LAPACK
+    if(check_lapack){
+	const double SMALL=1e-8;
+	diagonalize_lapack(lmd2,lme2,N2,N1,Qt2,grid);
+	DenseVector <RealD> lmd3(N2);
+         for(int k=0; k<N2; ++k) lmd3[k]=lmd[k];
+        _sort.push(lmd3,N2);
+        _sort.push(lmd2,N2);
+         for(int k=0; k<N2; ++k){
+	    if (fabs(lmd2[k] - lmd3[k]) >SMALL)  std::cout <<"lmd(qr) lmd(lapack) "<< k << ": " << lmd2[k] <<" "<< lmd3[k] <<std::endl;
+//	    if (fabs(lme2[k] - lme[k]) >SMALL)  std::cout <<"lme(qr)-lme(lapack) "<< k << ": " << lme2[k] - lme[k] <<std::endl;
+	  }
+         for(int k=0; k<N1*N1; ++k){
+//	    if (fabs(Qt2[k] - Qt[k]) >SMALL)  std::cout <<"Qt(qr)-Qt(lapack) "<< k << ": " << Qt2[k] - Qt[k] <<std::endl;
+	}
+    }
+#endif
 	return;
 
       continued:
@@ -237,6 +418,7 @@ public:
       abort();
     }
 
+#if 1
     static RealD normalise(Field& v) 
     {
       RealD nn = norm2(v);
@@ -298,6 +480,7 @@ until convergence
       {
 
 	GridBase *grid = evec[0]._grid;
+	assert(grid == src._grid);
 
 	std::cout << " -- Nk = " << Nk << " Np = "<< Np << std::endl;
 	std::cout << " -- Nm = " << Nm << std::endl;
@@ -328,11 +511,21 @@ until convergence
 	// (uniform vector) Why not src??
 	//	evec[0] = 1.0;
 	evec[0] = src;
+	std:: cout <<"norm2(src)= " << norm2(src)<<std::endl;
+// << src._grid  << std::endl;
 	normalise(evec[0]);
+	std:: cout <<"norm2(evec[0])= " << norm2(evec[0]) <<std::endl;
+// << evec[0]._grid << std::endl;
 	
 	// Initial Nk steps
 	for(int k=0; k<Nk; ++k) step(eval,lme,evec,f,Nm,k);
+//	std:: cout <<"norm2(evec[1])= " << norm2(evec[1]) << std::endl;
+//	std:: cout <<"norm2(evec[2])= " << norm2(evec[2]) << std::endl;
 	RitzMatrix(evec,Nk);
+	for(int k=0; k<Nk; ++k){
+//	std:: cout <<"eval " << k << " " <<eval[k] << std::endl;
+//	std:: cout <<"lme " << k << " " << lme[k] << std::endl;
+	}
 
 	// Restarting loop begins
 	for(int iter = 0; iter<Niter; ++iter){
@@ -354,20 +547,24 @@ until convergence
 	    lme2[k] = lme[k+k1-1];
 	  }
 	  setUnit_Qt(Nm,Qt);
-	  diagonalize(eval2,lme2,Nm,Nm,Qt);
+	  diagonalize(eval2,lme2,Nm,Nm,Qt,grid);
 
 	  // sorting
 	  _sort.push(eval2,Nm);
 	  
 	  // Implicitly shifted QR transformations
 	  setUnit_Qt(Nm,Qt);
-	  for(int ip=k2; ip<Nm; ++ip) 
+	  for(int ip=k2; ip<Nm; ++ip){ 
+	std::cout << "qr_decomp "<< ip << " "<< eval2[ip] << std::endl;
 	    qr_decomp(eval,lme,Nm,Nm,Qt,eval2[ip],k1,Nm);
+		
+	}
     
 	  for(int i=0; i<(Nk+1); ++i) B[i] = 0.0;
 	  
 	  for(int j=k1-1; j<k2+1; ++j){
 	    for(int k=0; k<Nm; ++k){
+	    B[j].checkerboard = evec[k].checkerboard;
 	      B[j] += Qt[k+Nm*j] * evec[k];
 	    }
 	  }
@@ -390,21 +587,25 @@ until convergence
 	    lme2[k] = lme[k];
 	  }
 	  setUnit_Qt(Nm,Qt);
-	  diagonalize(eval2,lme2,Nk,Nm,Qt);
+	  diagonalize(eval2,lme2,Nk,Nm,Qt,grid);
 	  
 	  for(int k = 0; k<Nk; ++k) B[k]=0.0;
 	  
 	  for(int j = 0; j<Nk; ++j){
 	    for(int k = 0; k<Nk; ++k){
+	    B[j].checkerboard = evec[k].checkerboard;
 	      B[j] += Qt[k+j*Nm] * evec[k];
 	    }
+//	    std::cout << "norm(B["<<j<<"])="<<norm2(B[j])<<std::endl;
 	  }
+//	_sort.push(eval2,B,Nk);
 
 	  Nconv = 0;
 	  //	  std::cout << std::setiosflags(std::ios_base::scientific);
 	  for(int i=0; i<Nk; ++i){
 
-	    _poly(_Linop,B[i],v);
+//	    _poly(_Linop,B[i],v);
+	    _Linop.HermOp(B[i],v);
 	    
 	    RealD vnum = real(innerProduct(B[i],v)); // HermOp.
 	    RealD vden = norm2(B[i]);
@@ -412,11 +613,13 @@ until convergence
 	    v -= eval2[i]*B[i];
 	    RealD vv = norm2(v);
 	    
+	    std::cout.precision(13);
 	    std::cout << "[" << std::setw(3)<< std::setiosflags(std::ios_base::right) <<i<<"] ";
 	    std::cout << "eval = "<<std::setw(25)<< std::setiosflags(std::ios_base::left)<< eval2[i];
 	    std::cout <<" |H B[i] - eval[i]B[i]|^2 "<< std::setw(25)<< std::setiosflags(std::ios_base::right)<< vv<< std::endl;
 	    
-	    if(vv<eresid*eresid){
+	// change the criteria as evals are supposed to be sorted, all evals smaller(larger) than Nstop should have converged
+	    if((vv<eresid*eresid) && (i == Nconv) ){
 	      Iconv[Nconv] = i;
 	      ++Nconv;
 	    }
@@ -427,7 +630,7 @@ until convergence
 
 	  std::cout<<" #modes converged: "<<Nconv<<std::endl;
 
-	  if( Nconv>=Nk ){
+	  if( Nconv>=Nstop ){
 	    goto converged;
 	  }
 	} // end of iter loop
@@ -436,21 +639,20 @@ until convergence
 	abort();
 	
       converged:
-	// Sorting
+       // Sorting
-	
+       eval.resize(Nconv);
-	eval.clear();
+       evec.resize(Nconv,grid);
-	evec.clear();
+       for(int i=0; i<Nconv; ++i){
-	for(int i=0; i<Nconv; ++i){
+         eval[i] = eval2[Iconv[i]];
-	  eval.push_back(eval2[Iconv[i]]);
+         evec[i] = B[Iconv[i]];
-	  evec.push_back(B[Iconv[i]]);
+       }
-	}
+      _sort.push(eval,evec,Nconv);
-	_sort.push(eval,evec,Nconv);
+
-	
+      std::cout << "\n Converged\n Summary :\n";
-	std::cout << "\n Converged\n Summary :\n";
+      std::cout << " -- Iterations  = "<< Nconv  << "\n";
-	std::cout << " -- Iterations  = "<< Nconv  << "\n";
+      std::cout << " -- beta(k)     = "<< beta_k << "\n";
-	std::cout << " -- beta(k)     = "<< beta_k << "\n";
+      std::cout << " -- Nconv       = "<< Nconv  << "\n";
-	std::cout << " -- Nconv       = "<< Nconv  << "\n";
+     }
-      }
 
     /////////////////////////////////////////////////
     // Adapted from Rudy's lanczos factor routine
@@ -997,6 +1199,7 @@ static void Lock(DenseMatrix<T> &H, 	///Hess mtx
 
   }
 }
+#endif
 
 
  };

lib/algorithms/iterative/Matrix.h

@@ -1,3 +1,30 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/algorithms/iterative/Matrix.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef MATRIX_H
 #define MATRIX_H
 

lib/algorithms/iterative/MatrixUtils.h

@@ -1,3 +1,30 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/algorithms/iterative/MatrixUtils.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_MATRIX_UTILS_H
 #define GRID_MATRIX_UTILS_H
 

lib/algorithms/iterative/NormalEquations.h

@@ -1,3 +1,30 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/algorithms/iterative/NormalEquations.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_NORMAL_EQUATIONS_H
 #define GRID_NORMAL_EQUATIONS_H
 

lib/algorithms/iterative/PrecConjugateResidual.h

@@ -1,3 +1,30 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/algorithms/iterative/PrecConjugateResidual.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_PREC_CONJUGATE_RESIDUAL_H
 #define GRID_PREC_CONJUGATE_RESIDUAL_H
 

lib/algorithms/iterative/PrecGeneralisedConjugateResidual.h

@@ -1,3 +1,31 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/algorithms/iterative/PrecGeneralisedConjugateResidual.h
+
+    Copyright (C) 2015
+
+Author: Azusa Yamaguchi <ayamaguc@staffmail.ed.ac.uk>
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_PREC_GCR_H
 #define GRID_PREC_GCR_H
 
@@ -19,6 +47,10 @@ namespace Grid {
     int mmax;
     int nstep;
     int steps;
+    GridStopWatch PrecTimer;
+    GridStopWatch MatTimer;
+    GridStopWatch LinalgTimer;
+
     LinearFunction<Field> &Preconditioner;
 
    PrecGeneralisedConjugateResidual(RealD tol,Integer maxit,LinearFunction<Field> &Prec,int _mmax,int _nstep) : 
@@ -40,14 +72,24 @@ namespace Grid {
       
       Field r(src._grid);
 
+        PrecTimer.Reset();
+         MatTimer.Reset();
+      LinalgTimer.Reset();
+
+      GridStopWatch SolverTimer;
+      SolverTimer.Start();
+
       steps=0;
       for(int k=0;k<MaxIterations;k++){
 
 	cp=GCRnStep(Linop,src,psi,rsq);
 
-	if ( verbose ) std::cout<<GridLogMessage<<"VPGCR("<<mmax<<","<<nstep<<") "<< steps <<" steps cp = "<<cp<<std::endl;
+	std::cout<<GridLogMessage<<"VPGCR("<<mmax<<","<<nstep<<") "<< steps <<" steps cp = "<<cp<<std::endl;
 
 	if(cp<rsq) {
+
+	  SolverTimer.Stop();
+
 	  Linop.HermOp(psi,r);
 	  axpy(r,-1.0,src,r);
 	  RealD tr = norm2(r);
@@ -55,6 +97,11 @@ namespace Grid {
 		   << " computed residual "<<sqrt(cp/ssq)
 	           << " true residual "    <<sqrt(tr/ssq)
 	           << " target "           <<Tolerance <<std::endl;
+
+	  std::cout<<GridLogMessage<<"VPGCR Time elapsed: Total  "<< SolverTimer.Elapsed() <<std::endl;
+	  std::cout<<GridLogMessage<<"VPGCR Time elapsed: Precon "<<   PrecTimer.Elapsed() <<std::endl;
+	  std::cout<<GridLogMessage<<"VPGCR Time elapsed: Matrix "<<    MatTimer.Elapsed() <<std::endl;
+	  std::cout<<GridLogMessage<<"VPGCR Time elapsed: Linalg "<< LinalgTimer.Elapsed() <<std::endl;
 	  return;
 	}
 
@@ -62,6 +109,7 @@ namespace Grid {
       std::cout<<GridLogMessage<<"Variable Preconditioned GCR did not converge"<<std::endl;
       assert(0);
     }
+
     RealD GCRnStep(LinearOperatorBase<Field> &Linop,const Field &src, Field &psi,RealD rsq){
 
       RealD cp;
@@ -88,24 +136,25 @@ namespace Grid {
       // initial guess x0 is taken as nonzero.
       // r0=src-A x0 = src
       //////////////////////////////////
+      MatTimer.Start();
       Linop.HermOpAndNorm(psi,Az,zAz,zAAz); 
+      MatTimer.Stop();
       r=src-Az;
       
       /////////////////////
       // p = Prec(r)
       /////////////////////
+      PrecTimer.Start();
       Preconditioner(r,z);
+      PrecTimer.Stop();
 
-      std::cout<<GridLogMessage<< " Preconditioner in " << norm2(r)<<std::endl; 
+      MatTimer.Start();
-      std::cout<<GridLogMessage<< " Preconditioner out " << norm2(z)<<std::endl; 
-      
       Linop.HermOp(z,tmp); 
+      MatTimer.Stop();
 
-      std::cout<<GridLogMessage<< " Preconditioner Aout " << norm2(tmp)<<std::endl; 
       ttmp=tmp;
       tmp=tmp-r;
 
-      std::cout<<GridLogMessage<< " Preconditioner resid " << std::sqrt(norm2(tmp)/norm2(r))<<std::endl; 
       /*
       std::cout<<GridLogMessage<<r<<std::endl;
       std::cout<<GridLogMessage<<z<<std::endl;
@@ -113,7 +162,9 @@ namespace Grid {
       std::cout<<GridLogMessage<<tmp<<std::endl;
       */
 
+      MatTimer.Start();
       Linop.HermOpAndNorm(z,Az,zAz,zAAz); 
+      MatTimer.Stop();
 
       //p[0],q[0],qq[0] 
       p[0]= z;
@@ -137,18 +188,22 @@ namespace Grid {
 
 	cp = axpy_norm(r,-a,q[peri_k],r);  
 
-	std::cout<<GridLogMessage<< " VPGCR_step resid" <<sqrt(cp/rsq)<<std::endl; 
 	if((k==nstep-1)||(cp<rsq)){
 	  return cp;
 	}
 
+	std::cout<<GridLogMessage<< " VPGCR_step["<<steps<<"]  resid " <<sqrt(cp/rsq)<<std::endl; 
+
+	PrecTimer.Start();
 	Preconditioner(r,z);// solve Az = r
+	PrecTimer.Stop();
+
+	MatTimer.Start();
 	Linop.HermOpAndNorm(z,Az,zAz,zAAz);
-
-
 	Linop.HermOp(z,tmp);
+	MatTimer.Stop();
         tmp=tmp-r;
-	std::cout<<GridLogMessage<< " Preconditioner resid" <<sqrt(norm2(tmp)/norm2(r))<<std::endl; 
+	std::cout<<GridLogMessage<< " Preconditioner resid " <<sqrt(norm2(tmp)/norm2(r))<<std::endl; 
 
 	q[peri_kp]=Az;
 	p[peri_kp]=z;

lib/algorithms/iterative/SchurRedBlack.h

@@ -1,3 +1,30 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/algorithms/iterative/SchurRedBlack.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_SCHUR_RED_BLACK_H
 #define GRID_SCHUR_RED_BLACK_H
 
@@ -75,7 +102,9 @@ namespace Grid {
 
       pickCheckerboard(Even,src_e,in);
       pickCheckerboard(Odd ,src_o,in);
-
+      pickCheckerboard(Even,sol_e,out);
+      pickCheckerboard(Odd ,sol_o,out);
+    
       /////////////////////////////////////////////////////
       // src_o = Mdag * (source_o - Moe MeeInv source_e)
       /////////////////////////////////////////////////////

lib/cartesian/Cartesian_base.h

@@ -1,7 +1,34 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/cartesian/Cartesian_base.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+Author: paboyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_CARTESIAN_BASE_H
 #define GRID_CARTESIAN_BASE_H
 
-#include <Grid.h>
 
 namespace Grid{
 
@@ -50,15 +77,12 @@ public:
     // GridCartesian / GridRedBlackCartesian
     ////////////////////////////////////////////////////////////////
     virtual int CheckerBoarded(int dim)=0;
-    virtual int CheckerBoard(std::vector<int> site)=0;
+    virtual int CheckerBoard(std::vector<int> &site)=0;
     virtual int CheckerBoardDestination(int source_cb,int shift,int dim)=0;
     virtual int CheckerBoardShift(int source_cb,int dim,int shift,int osite)=0;
     virtual int CheckerBoardShiftForCB(int source_cb,int dim,int shift,int cb)=0;
-    int  CheckerBoardFromOindex (int Oindex){
+    virtual int CheckerBoardFromOindex (int Oindex)=0;
-      std::vector<int> ocoor;
+    virtual int CheckerBoardFromOindexTable (int Oindex)=0;
-      oCoorFromOindex(ocoor,Oindex); 
-      return CheckerBoard(ocoor);
-    }
 
     //////////////////////////////////////////////////////////////////////////////////////////////
     // Local layout calculations
@@ -79,6 +103,12 @@ public:
         for(int d=0;d<_ndimension;d++) idx+=_ostride[d]*(coor[d]%_rdimensions[d]);
         return idx;
     }
+    virtual int iIndex(std::vector<int> &lcoor)
+    {
+        int idx=0;
+        for(int d=0;d<_ndimension;d++) idx+=_istride[d]*(lcoor[d]/_rdimensions[d]);
+        return idx;
+    }
     inline int oIndexReduced(std::vector<int> &ocoor)
     {
       int idx=0; 
@@ -87,45 +117,42 @@ public:
       for(int d=0;d<_ndimension;d++) idx+=_ostride[d]*ocoor[d];
       return idx;
     }
-    static inline void CoorFromIndex (std::vector<int>& coor,int index,std::vector<int> &dims){
-      int nd= dims.size();
-      coor.resize(nd);
-      for(int d=0;d<nd;d++){
-	coor[d] = index % dims[d];
-	index   = index / dims[d];
-      }
-    }
     inline void oCoorFromOindex (std::vector<int>& coor,int Oindex){
-      CoorFromIndex(coor,Oindex,_rdimensions);
+      Lexicographic::CoorFromIndex(coor,Oindex,_rdimensions);
-    }
-    static inline void IndexFromCoor (std::vector<int>& coor,int &index,std::vector<int> &dims){
-      int nd=dims.size();
-      int stride=1;
-      index=0;
-      for(int d=0;d<nd;d++){
-	index = index+stride*coor[d];
-	stride=stride*dims[d];
-      }
     }
 
+
     //////////////////////////////////////////////////////////
     // SIMD lane addressing
     //////////////////////////////////////////////////////////
-    inline int iIndex(std::vector<int> &lcoor)
-    {
-        int idx=0;
-        for(int d=0;d<_ndimension;d++) idx+=_istride[d]*(lcoor[d]/_rdimensions[d]);
-        return idx;
-    }
     inline void iCoorFromIindex(std::vector<int> &coor,int lane)
     {
-      CoorFromIndex(coor,lane,_simd_layout);
+      Lexicographic::CoorFromIndex(coor,lane,_simd_layout);
     }
     inline int PermuteDim(int dimension){
       return _simd_layout[dimension]>1;
     }
     inline int PermuteType(int dimension){
       int permute_type=0;
+      //
+      // FIXME:
+      //
+      // Best way to encode this would be to present a mask 
+      // for which simd dimensions are rotated, and the rotation
+      // size. If there is only one simd dimension rotated, this is just 
+      // a permute. 
+      //
+      // Cases: PermuteType == 1,2,4,8
+      // Distance should be either 0,1,2..
+      //
+      if ( _simd_layout[dimension] > 2 ) { 
+	for(int d=0;d<_ndimension;d++){
+	  if ( d != dimension ) assert ( (_simd_layout[d]==1)  );
+	}
+	permute_type = RotateBit; // How to specify distance; this is not just direction.
+	return permute_type;
+      }
+
       for(int d=_ndimension-1;d>dimension;d--){
 	if (_simd_layout[d]>1 ) permute_type++;
       }
@@ -135,12 +162,12 @@ public:
     // Array sizing queries
     ////////////////////////////////////////////////////////////////
 
-    inline int iSites(void) { return _isites; };
+    inline int iSites(void) const { return _isites; };
-    inline int Nsimd(void)  { return _isites; };// Synonymous with iSites
+    inline int Nsimd(void)  const { return _isites; };// Synonymous with iSites
-    inline int oSites(void) { return _osites; };
+    inline int oSites(void) const { return _osites; };
-    inline int lSites(void) { return _isites*_osites; }; 
+    inline int lSites(void) const { return _isites*_osites; }; 
-    inline int gSites(void) { return _isites*_osites*_Nprocessors; }; 
+    inline int gSites(void) const { return _isites*_osites*_Nprocessors; }; 
-    inline int Nd    (void) { return _ndimension;};
+    inline int Nd    (void) const { return _ndimension;};
 
     inline const std::vector<int> &FullDimensions(void)         { return _fdimensions;};
     inline const std::vector<int> &GlobalDimensions(void)       { return _gdimensions;};
@@ -151,7 +178,10 @@ public:
     // Global addressing
     ////////////////////////////////////////////////////////////////
     void GlobalIndexToGlobalCoor(int gidx,std::vector<int> &gcoor){
-      CoorFromIndex(gcoor,gidx,_gdimensions);
+      Lexicographic::CoorFromIndex(gcoor,gidx,_gdimensions);
+    }
+    void LocalIndexToLocalCoor(int lidx,std::vector<int> &lcoor){
+      Lexicographic::CoorFromIndex(lcoor,lidx,_ldimensions);
     }
     void GlobalCoorToGlobalIndex(const std::vector<int> & gcoor,int & gidx){
       gidx=0;
@@ -186,7 +216,7 @@ public:
       }
 
       i_idx= iIndex(cblcoor);// this does not imply divide by 2 on checker dim
-      o_idx= oIndex(lcoor);// this implies divide by 2 on checkerdim
+      o_idx= oIndex(lcoor);  // this implies divide by 2 on checkerdim
     }
 
     void RankIndexToGlobalCoor(int rank, int o_idx, int i_idx , std::vector<int> &gcoor)

lib/cartesian/Cartesian_full.h

@@ -1,3 +1,30 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/cartesian/Cartesian_full.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_CARTESIAN_FULL_H
 #define GRID_CARTESIAN_FULL_H
 
@@ -12,10 +39,17 @@ class GridCartesian: public GridBase {
 
 public:
 
+    virtual int  CheckerBoardFromOindexTable (int Oindex) {
+      return 0;
+    }
+    virtual int  CheckerBoardFromOindex (int Oindex)
+    {
+      return 0;
+    }
     virtual int CheckerBoarded(int dim){
       return 0;
     }
-    virtual int CheckerBoard(std::vector<int> site){
+    virtual int CheckerBoard(std::vector<int> &site){
         return 0;
     }
     virtual int CheckerBoardDestination(int cb,int shift,int dim){

lib/cartesian/Cartesian_red_black.h

@@ -1,32 +1,55 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/cartesian/Cartesian_red_black.h
+
+    Copyright (C) 2015
+
+Author: Azusa Yamaguchi <ayamaguc@staffmail.ed.ac.uk>
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_CARTESIAN_RED_BLACK_H
 #define GRID_CARTESIAN_RED_BLACK_H
 
 
 namespace Grid {
 
-    static const int CbRed  =0;
+  static const int CbRed  =0;
-    static const int CbBlack=1;
+  static const int CbBlack=1;
-    static const int Even   =CbRed;
+  static const int Even   =CbRed;
-    static const int Odd    =CbBlack;
+  static const int Odd    =CbBlack;
-
+    
-    // Perhaps these are misplaced and 
-    // should be in sparse matrix.
-    // Also should make these a named enum type
-    static const int DaggerNo=0;
-    static const int DaggerYes=1;
-
 // Specialise this for red black grids storing half the data like a chess board.
 class GridRedBlackCartesian : public GridBase
 {
 public:
     std::vector<int> _checker_dim_mask;
     int              _checker_dim;
+    std::vector<int> _checker_board;
 
     virtual int CheckerBoarded(int dim){
       if( dim==_checker_dim) return 1;
       else return 0;
     }
-    virtual int CheckerBoard(std::vector<int> site){
+    virtual int CheckerBoard(std::vector<int> &site){
       int linear=0;
       assert(site.size()==_ndimension);
       for(int d=0;d<_ndimension;d++){ 
@@ -50,12 +73,20 @@ public:
       // or by looping over x,y,z and multiply rather than computing checkerboard.
 	  
       if ( (source_cb+ocb)&1 ) {
-
 	return (shift)/2;
       } else {
 	return (shift+1)/2;
       }
     }
+    virtual int  CheckerBoardFromOindexTable (int Oindex) {
+      return _checker_board[Oindex];
+    }
+    virtual int  CheckerBoardFromOindex (int Oindex)
+    {
+      std::vector<int> ocoor;
+      oCoorFromOindex(ocoor,Oindex);
+      return CheckerBoard(ocoor);
+    }
     virtual int CheckerBoardShift(int source_cb,int dim,int shift,int osite){
 
       if(dim != _checker_dim) return shift;
@@ -142,9 +173,15 @@ public:
 	// Use a reduced simd grid
 	_simd_layout[d] = simd_layout[d];
 	_rdimensions[d]= _ldimensions[d]/_simd_layout[d];
+	assert(_rdimensions[d]>0);
 
 	// all elements of a simd vector must have same checkerboard.
-	if ( simd_layout[d]>1 ) assert((_rdimensions[d]&0x1)==0); 
+	// If Ls vectorised, this must still be the case; e.g. dwf rb5d
+	if ( _simd_layout[d]>1 ) {
+	  if ( checker_dim_mask[d] ) { 
+	    assert( (_rdimensions[d]&0x1) == 0 );
+	  }
+	}
 
 	_osites *= _rdimensions[d];
 	_isites *= _simd_layout[d];
@@ -157,6 +194,8 @@ public:
 	  _ostride[d] = _ostride[d-1]*_rdimensions[d-1];
 	  _istride[d] = _istride[d-1]*_simd_layout[d-1];
 	}
+
+
       }
             
       ////////////////////////////////////////////////////////////////////////////////////////////
@@ -177,6 +216,18 @@ public:
 	_slice_nblock[d]=nblock;
 	block = block*_rdimensions[d];
       }
+
+      ////////////////////////////////////////////////
+      // Create a checkerboard lookup table
+      ////////////////////////////////////////////////
+      int rvol = 1;
+      for(int d=0;d<_ndimension;d++){
+	rvol=rvol * _rdimensions[d];
+      }
+      _checker_board.resize(rvol);
+      for(int osite=0;osite<_osites;osite++){
+	_checker_board[osite] = CheckerBoardFromOindex (osite);
+      }
       
     };
 protected:
@@ -190,9 +241,21 @@ protected:
 	  idx+=_ostride[d]*(coor[d]%_rdimensions[d]);
 	}
       }
-        return idx;
+      return idx;
     };
         
+    virtual int iIndex(std::vector<int> &lcoor)
+    {
+        int idx=0;
+        for(int d=0;d<_ndimension;d++) {
+	  if( d==_checker_dim ) {
+	    idx+=_istride[d]*(lcoor[d]/(2*_rdimensions[d]));
+	  } else { 
+	    idx+=_istride[d]*(lcoor[d]/_rdimensions[d]);
+	  }
+	}
+        return idx;
+    }
 };
 
 }

lib/communicator/Communicator_base.cc

@@ -0,0 +1,132 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/communicator/Communicator_none.cc
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
+#include "Grid.h"
+namespace Grid {
+
+///////////////////////////////////////////////////////////////
+// Info that is setup once and indept of cartesian layout
+///////////////////////////////////////////////////////////////
+int CartesianCommunicator::ShmRank;
+int CartesianCommunicator::ShmSize;
+int CartesianCommunicator::GroupRank;
+int CartesianCommunicator::GroupSize;
+int CartesianCommunicator::WorldRank;
+int CartesianCommunicator::WorldSize;
+int CartesianCommunicator::Slave;
+void *              CartesianCommunicator::ShmCommBuf;
+
+/////////////////////////////////
+// Alloc, free shmem region
+/////////////////////////////////
+void *CartesianCommunicator::ShmBufferMalloc(size_t bytes){
+  //  bytes = (bytes+sizeof(vRealD))&(~(sizeof(vRealD)-1));// align up bytes
+  void *ptr = (void *)heap_top;
+  heap_top  += bytes;
+  heap_bytes+= bytes;
+  std::cout <<"Shm alloc "<<ptr<<std::endl;
+  assert(heap_bytes < MAX_MPI_SHM_BYTES);
+  return ptr;
+}
+void CartesianCommunicator::ShmBufferFreeAll(void) { 
+  heap_top  =(size_t)ShmBufferSelf();
+  heap_bytes=0;
+}
+
+/////////////////////////////////
+// Grid information queries
+/////////////////////////////////
+int                      CartesianCommunicator::IsBoss(void)            { return _processor==0; };
+int                      CartesianCommunicator::BossRank(void)          { return 0; };
+int                      CartesianCommunicator::ThisRank(void)          { return _processor; };
+const std::vector<int> & CartesianCommunicator::ThisProcessorCoor(void) { return _processor_coor; };
+const std::vector<int> & CartesianCommunicator::ProcessorGrid(void)     { return _processors; };
+int                      CartesianCommunicator::ProcessorCount(void)    { return _Nprocessors; };
+
+////////////////////////////////////////////////////////////////////////////////
+// very VERY rarely (Log, serial RNG) we need world without a grid
+////////////////////////////////////////////////////////////////////////////////
+int  CartesianCommunicator::RankWorld(void){ return WorldRank; };
+int CartesianCommunicator::Ranks    (void) { return WorldSize; };
+int CartesianCommunicator::Nodes    (void) { return GroupSize; };
+int CartesianCommunicator::Cores    (void) { return ShmSize;   };
+int CartesianCommunicator::NodeRank (void) { return GroupRank; };
+int CartesianCommunicator::CoreRank (void) { return ShmRank;   };
+
+void CartesianCommunicator::GlobalSum(ComplexF &c)
+{
+  GlobalSumVector((float *)&c,2);
+}
+void CartesianCommunicator::GlobalSumVector(ComplexF *c,int N)
+{
+  GlobalSumVector((float *)c,2*N);
+}
+void CartesianCommunicator::GlobalSum(ComplexD &c)
+{
+  GlobalSumVector((double *)&c,2);
+}
+void CartesianCommunicator::GlobalSumVector(ComplexD *c,int N)
+{
+  GlobalSumVector((double *)c,2*N);
+}
+
+#ifndef GRID_COMMS_MPI3
+
+void CartesianCommunicator::StencilSendToRecvFromBegin(std::vector<CommsRequest_t> &list,
+						       void *xmit,
+						       int xmit_to_rank,
+						       void *recv,
+						       int recv_from_rank,
+						       int bytes)
+{
+  SendToRecvFromBegin(list,xmit,xmit_to_rank,recv,recv_from_rank,bytes);
+}
+void CartesianCommunicator::StencilSendToRecvFromComplete(std::vector<CommsRequest_t> &waitall)
+{
+  SendToRecvFromComplete(waitall);
+}
+void CartesianCommunicator::StencilBarrier(void){};
+
+commVector<uint8_t> CartesianCommunicator::ShmBufStorageVector;
+
+void *CartesianCommunicator::ShmBufferSelf(void) { return ShmCommBuf; }
+
+void *CartesianCommunicator::ShmBuffer(int rank) {
+  return NULL;
+}
+void *CartesianCommunicator::ShmBufferTranslate(int rank,void * local_p) { 
+  return NULL;
+}
+void CartesianCommunicator::ShmInitGeneric(void){
+  ShmBufStorageVector.resize(MAX_MPI_SHM_BYTES);
+  ShmCommBuf=(void *)&ShmBufStorageVector[0];
+}
+
+#endif
+  
+}
+

lib/communicator/Communicator_base.h

@@ -1,3 +1,30 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/communicator/Communicator_base.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_COMMUNICATOR_BASE_H
 #define GRID_COMMUNICATOR_BASE_H
 
@@ -7,118 +34,194 @@
 #ifdef GRID_COMMS_MPI
 #include <mpi.h>
 #endif
+#ifdef GRID_COMMS_MPI3
+#include <mpi.h>
+#endif
+#ifdef GRID_COMMS_SHMEM
+#include <mpp/shmem.h>
+#endif
+
 namespace Grid {
+
 class CartesianCommunicator {
   public:    
 
+  // 65536 ranks per node adequate for now
+  // 128MB shared memory for comms enought for 48^4 local vol comms
+  // Give external control (command line override?) of this
+
+  static const int      MAXLOG2RANKSPERNODE = 16;            
+  static const uint64_t MAX_MPI_SHM_BYTES   = 128*1024*1024; 
+
   // Communicator should know nothing of the physics grid, only processor grid.
+  int              _Nprocessors;     // How many in all
+  std::vector<int> _processors;      // Which dimensions get relayed out over processors lanes.
+  int              _processor;       // linear processor rank
+  std::vector<int> _processor_coor;  // linear processor coordinate
+  unsigned long _ndimension;
 
-    int              _Nprocessors;     // How many in all
+#if defined (GRID_COMMS_MPI) || defined (GRID_COMMS_MPI3)
-    std::vector<int> _processors;      // Which dimensions get relayed out over processors lanes.
+  MPI_Comm communicator;
-    int              _processor;       // linear processor rank
+  static MPI_Comm communicator_world;
-    std::vector<int> _processor_coor;  // linear processor coordinate
+  typedef MPI_Request CommsRequest_t;
-    unsigned long _ndimension;
-
-#ifdef GRID_COMMS_MPI
-    MPI_Comm communicator;
-    typedef MPI_Request CommsRequest_t;
 #else 
-    typedef int CommsRequest_t;
+  typedef int CommsRequest_t;
 #endif
 
-    // Constructor
+  ////////////////////////////////////////////////////////////////////
-    CartesianCommunicator(const std::vector<int> &pdimensions_in);
+  // Helper functionality for SHM Windows common to all other impls
+  ////////////////////////////////////////////////////////////////////
+  // Longer term; drop this in favour of a master / slave model with 
+  // cartesian communicator on a subset of ranks, slave ranks controlled
+  // by group leader with data xfer via shared memory
+  ////////////////////////////////////////////////////////////////////
+#ifdef  GRID_COMMS_MPI3
+  std::vector<int>  WorldDims;
+  std::vector<int>  GroupDims;
+  std::vector<int>  ShmDims;
+  
+  std::vector<int> GroupCoor;
+  std::vector<int> ShmCoor;
+  std::vector<int> WorldCoor;
+  
+  static std::vector<int> GroupRanks; 
+  static std::vector<int> MyGroup;
+  static int ShmSetup;
+  static MPI_Win ShmWindow; 
+  static MPI_Comm ShmComm;
+  
+  std::vector<int>  LexicographicToWorldRank;
+  
+  static std::vector<void *> ShmCommBufs;
+#else 
+  static void ShmInitGeneric(void);
+  static commVector<uint8_t> ShmBufStorageVector;
+#endif 
+  static void * ShmCommBuf;
+  size_t heap_top;
+  size_t heap_bytes;
+  void *ShmBufferSelf(void);
+  void *ShmBuffer(int rank);
+  void *ShmBufferTranslate(int rank,void * local_p);
+  void *ShmBufferMalloc(size_t bytes);
+  void ShmBufferFreeAll(void) ;
+  
+  ////////////////////////////////////////////////
+  // Must call in Grid startup
+  ////////////////////////////////////////////////
+  static void Init(int *argc, char ***argv);
+  
+  ////////////////////////////////////////////////
+  // Constructor of any given grid
+  ////////////////////////////////////////////////
+  CartesianCommunicator(const std::vector<int> &pdimensions_in);
+  
+  ////////////////////////////////////////////////////////////////////////////////////////
+  // Wraps MPI_Cart routines, or implements equivalent on other impls
+  ////////////////////////////////////////////////////////////////////////////////////////
+  void ShiftedRanks(int dim,int shift,int & source, int & dest);
+  int  RankFromProcessorCoor(std::vector<int> &coor);
+  void ProcessorCoorFromRank(int rank,std::vector<int> &coor);
+  
+  /////////////////////////////////
+  // Grid information and queries
+  /////////////////////////////////
+  static int ShmRank;
+  static int ShmSize;
+  static int GroupSize;
+  static int GroupRank;
+  static int WorldRank;
+  static int WorldSize;
+  static int Slave;
+  
+  int                      IsBoss(void)            ;
+  int                      BossRank(void)          ;
+  int                      ThisRank(void)          ;
+  const std::vector<int> & ThisProcessorCoor(void) ;
+  const std::vector<int> & ProcessorGrid(void)     ;
+  int                      ProcessorCount(void)    ;
+  static int Ranks    (void);
+  static int Nodes    (void);
+  static int Cores    (void);
+  static int NodeRank (void);
+  static int CoreRank (void);
 
-    // Wraps MPI_Cart routines
+  ////////////////////////////////////////////////////////////////////////////////
-    void ShiftedRanks(int dim,int shift,int & source, int & dest);
+  // very VERY rarely (Log, serial RNG) we need world without a grid
-    int  RankFromProcessorCoor(std::vector<int> &coor);
+  ////////////////////////////////////////////////////////////////////////////////
-    void ProcessorCoorFromRank(int rank,std::vector<int> &coor);
+  static int  RankWorld(void) ;
+  static void BroadcastWorld(int root,void* data, int bytes);
+  
+  ////////////////////////////////////////////////////////////
+  // Reduction
+  ////////////////////////////////////////////////////////////
+  void GlobalSum(RealF &);
+  void GlobalSumVector(RealF *,int N);
+  void GlobalSum(RealD &);
+  void GlobalSumVector(RealD *,int N);
+  void GlobalSum(uint32_t &);
+  void GlobalSum(uint64_t &);
+  void GlobalSum(ComplexF &c);
+  void GlobalSumVector(ComplexF *c,int N);
+  void GlobalSum(ComplexD &c);
+  void GlobalSumVector(ComplexD *c,int N);
+  
+  template<class obj> void GlobalSum(obj &o){
+    typedef typename obj::scalar_type scalar_type;
+    int words = sizeof(obj)/sizeof(scalar_type);
+    scalar_type * ptr = (scalar_type *)& o;
+    GlobalSumVector(ptr,words);
+  }
+  
+  ////////////////////////////////////////////////////////////
+  // Face exchange, buffer swap in translational invariant way
+  ////////////////////////////////////////////////////////////
+  void SendToRecvFrom(void *xmit,
+		      int xmit_to_rank,
+		      void *recv,
+		      int recv_from_rank,
+		      int bytes);
+  
+  void SendRecvPacket(void *xmit,
+		      void *recv,
+		      int xmit_to_rank,
+		      int recv_from_rank,
+		      int bytes);
+  
+  void SendToRecvFromBegin(std::vector<CommsRequest_t> &list,
+			   void *xmit,
+			   int xmit_to_rank,
+			   void *recv,
+			   int recv_from_rank,
+			   int bytes);
+  
+  void SendToRecvFromComplete(std::vector<CommsRequest_t> &waitall);
 
-    /////////////////////////////////
+  void StencilSendToRecvFromBegin(std::vector<CommsRequest_t> &list,
-    // Grid information queries
+				  void *xmit,
-    /////////////////////////////////
+				  int xmit_to_rank,
-    int                      IsBoss(void)            { return _processor==0; };
+				  void *recv,
-    int                      BossRank(void)          { return 0; };
+				  int recv_from_rank,
-    int                      ThisRank(void)          { return _processor; };
+				  int bytes);
-    const std::vector<int> & ThisProcessorCoor(void) { return _processor_coor; };
+  
-    const std::vector<int> & ProcessorGrid(void)     { return _processors; };
+  void StencilSendToRecvFromComplete(std::vector<CommsRequest_t> &waitall);
-    int                      ProcessorCount(void)    { return _Nprocessors; };
+  void StencilBarrier(void);
 
-    ////////////////////////////////////////////////////////////
+  ////////////////////////////////////////////////////////////
-    // Reduction
+  // Barrier
-    ////////////////////////////////////////////////////////////
+  ////////////////////////////////////////////////////////////
-    void GlobalSum(RealF &);
+  void Barrier(void);
-    void GlobalSumVector(RealF *,int N);
+  
-
+  ////////////////////////////////////////////////////////////
-    void GlobalSum(RealD &);
+  // Broadcast a buffer and composite larger
-    void GlobalSumVector(RealD *,int N);
+  ////////////////////////////////////////////////////////////
-
+  void Broadcast(int root,void* data, int bytes);
-    void GlobalSum(uint32_t &);
+  
-
+  template<class obj> void Broadcast(int root,obj &data)
-    void GlobalSum(ComplexF &c)
-    {
-      GlobalSumVector((float *)&c,2);
-    }
-    void GlobalSumVector(ComplexF *c,int N)
-    {
-      GlobalSumVector((float *)c,2*N);
-    }
-
-    void GlobalSum(ComplexD &c)
-    {
-      GlobalSumVector((double *)&c,2);
-    }
-    void GlobalSumVector(ComplexD *c,int N)
-    {
-      GlobalSumVector((double *)c,2*N);
-    }
-    
-    template<class obj> void GlobalSum(obj &o){
-      typedef typename obj::scalar_type scalar_type;
-      int words = sizeof(obj)/sizeof(scalar_type);
-      scalar_type * ptr = (scalar_type *)& o;
-      GlobalSumVector(ptr,words);
-    }
-    ////////////////////////////////////////////////////////////
-    // Face exchange, buffer swap in translational invariant way
-    ////////////////////////////////////////////////////////////
-    void SendToRecvFrom(void *xmit,
-			int xmit_to_rank,
-			void *recv,
-			int recv_from_rank,
-			int bytes);
-
-    void RecvFrom(void *recv,
-		  int recv_from_rank,
-		  int bytes);
-    void SendTo(void *xmit,
-		int xmit_to_rank,
-		int bytes);
-
-    void SendToRecvFromBegin(std::vector<CommsRequest_t> &list,
-			 void *xmit,
-			 int xmit_to_rank,
-			 void *recv,
-			 int recv_from_rank,
-			 int bytes);
-    void SendToRecvFromComplete(std::vector<CommsRequest_t> &waitall);
-
-    ////////////////////////////////////////////////////////////
-    // Barrier
-    ////////////////////////////////////////////////////////////
-    void Barrier(void);
-
-    ////////////////////////////////////////////////////////////
-    // Broadcast a buffer and composite larger
-    ////////////////////////////////////////////////////////////
-    void Broadcast(int root,void* data, int bytes);
-    template<class obj> void Broadcast(int root,obj &data)
     {
       Broadcast(root,(void *)&data,sizeof(data));
     };
 
-    static void BroadcastWorld(int root,void* data, int bytes);
-
 }; 
 }
 

lib/communicator/Communicator_mpi.cc

@@ -1,9 +1,58 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/communicator/Communicator_mpi.cc
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #include "Grid.h"
 #include <mpi.h>
 
 namespace Grid {
 
-  // Should error check all MPI calls.
+
+///////////////////////////////////////////////////////////////////////////////////////////////////
+// Info that is setup once and indept of cartesian layout
+///////////////////////////////////////////////////////////////////////////////////////////////////
+MPI_Comm CartesianCommunicator::communicator_world;
+
+// Should error check all MPI calls.
+void CartesianCommunicator::Init(int *argc, char ***argv) {
+  int flag;
+  MPI_Initialized(&flag); // needed to coexist with other libs apparently
+  if ( !flag ) {
+    MPI_Init(argc,argv);
+  }
+  MPI_Comm_dup (MPI_COMM_WORLD,&communicator_world);
+  MPI_Comm_rank(communicator_world,&WorldRank);
+  MPI_Comm_size(communicator_world,&WorldSize);
+  ShmRank=0;
+  ShmSize=1;
+  GroupRank=WorldRank;
+  GroupSize=WorldSize;
+  Slave    =0;
+  ShmInitGeneric();
+}
 
 CartesianCommunicator::CartesianCommunicator(const std::vector<int> &processors)
 {
@@ -14,7 +63,7 @@ CartesianCommunicator::CartesianCommunicator(const std::vector<int> &processors)
   _processors = processors;
   _processor_coor.resize(_ndimension);
   
-  MPI_Cart_create(MPI_COMM_WORLD, _ndimension,&_processors[0],&periodic[0],1,&communicator);
+  MPI_Cart_create(communicator_world, _ndimension,&_processors[0],&periodic[0],1,&communicator);
   MPI_Comm_rank(communicator,&_processor);
   MPI_Cart_coords(communicator,_processor,_ndimension,&_processor_coor[0]);
 
@@ -27,11 +76,14 @@ CartesianCommunicator::CartesianCommunicator(const std::vector<int> &processors)
   
   assert(Size==_Nprocessors);
 }
-
 void CartesianCommunicator::GlobalSum(uint32_t &u){
   int ierr=MPI_Allreduce(MPI_IN_PLACE,&u,1,MPI_UINT32_T,MPI_SUM,communicator);
   assert(ierr==0);
 }
+void CartesianCommunicator::GlobalSum(uint64_t &u){
+  int ierr=MPI_Allreduce(MPI_IN_PLACE,&u,1,MPI_UINT64_T,MPI_SUM,communicator);
+  assert(ierr==0);
+}
 void CartesianCommunicator::GlobalSum(float &f){
   int ierr=MPI_Allreduce(MPI_IN_PLACE,&f,1,MPI_FLOAT,MPI_SUM,communicator);
   assert(ierr==0);
@@ -81,21 +133,22 @@ void CartesianCommunicator::SendToRecvFrom(void *xmit,
   SendToRecvFromBegin(reqs,xmit,dest,recv,from,bytes);
   SendToRecvFromComplete(reqs);
 }
-void CartesianCommunicator::RecvFrom(void *recv,
+
-				     int from,
+void CartesianCommunicator::SendRecvPacket(void *xmit,
-				     int bytes) 
+					   void *recv,
+					   int sender,
+					   int receiver,
+					   int bytes)
 {
   MPI_Status stat;
-  int ierr=MPI_Recv(recv, bytes, MPI_CHAR,from,from,communicator,&stat);
+  assert(sender != receiver);
-  assert(ierr==0);
+  int tag = sender;
-}
+  if ( _processor == sender ) {
-void CartesianCommunicator::SendTo(void *xmit,
+    MPI_Send(xmit, bytes, MPI_CHAR,receiver,tag,communicator);
-				   int dest,
+  }
-				   int bytes)
+  if ( _processor == receiver ) { 
-{
+    MPI_Recv(recv, bytes, MPI_CHAR,sender,tag,communicator,&stat);
-  int rank = _processor; // used for tag; must know who it comes from
+  }
-  int ierr = MPI_Send(xmit, bytes, MPI_CHAR,dest,_processor,communicator);
-  assert(ierr==0);
 }
 
 // Basic Halo comms primitive
@@ -123,7 +176,6 @@ void CartesianCommunicator::SendToRecvFromComplete(std::vector<CommsRequest_t> &
   int nreq=list.size();
   std::vector<MPI_Status> status(nreq);
   int ierr = MPI_Waitall(nreq,&list[0],&status[0]);
-
   assert(ierr==0);
 }
 
@@ -142,14 +194,17 @@ void CartesianCommunicator::Broadcast(int root,void* data, int bytes)
 		     communicator);
   assert(ierr==0);
 }
-
+  ///////////////////////////////////////////////////////
+  // Should only be used prior to Grid Init finished.
+  // Check for this?
+  ///////////////////////////////////////////////////////
 void CartesianCommunicator::BroadcastWorld(int root,void* data, int bytes)
 {
   int ierr= MPI_Bcast(data,
 		      bytes,
 		      MPI_BYTE,
 		      root,
-		      MPI_COMM_WORLD);
+		      communicator_world);
   assert(ierr==0);
 }
 

lib/communicator/Communicator_mpi3.cc

@@ -0,0 +1,574 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/communicator/Communicator_mpi.cc
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
+#include "Grid.h"
+#include <mpi.h>
+
+namespace Grid {
+
+
+///////////////////////////////////////////////////////////////////////////////////////////////////
+// Info that is setup once and indept of cartesian layout
+///////////////////////////////////////////////////////////////////////////////////////////////////
+int CartesianCommunicator::ShmSetup = 0;
+
+MPI_Comm CartesianCommunicator::communicator_world;
+MPI_Comm CartesianCommunicator::ShmComm;
+MPI_Win  CartesianCommunicator::ShmWindow;
+
+std::vector<int> CartesianCommunicator::GroupRanks;  
+std::vector<int> CartesianCommunicator::MyGroup;
+std::vector<void *> CartesianCommunicator::ShmCommBufs;
+
+void *CartesianCommunicator::ShmBufferSelf(void)
+{
+  return ShmCommBufs[ShmRank];
+}
+void *CartesianCommunicator::ShmBuffer(int rank)
+{
+  int gpeer = GroupRanks[rank];
+  if (gpeer == MPI_UNDEFINED){
+    return NULL;
+  } else { 
+    return ShmCommBufs[gpeer];
+  }
+}
+void *CartesianCommunicator::ShmBufferTranslate(int rank,void * local_p)
+{
+  int gpeer = GroupRanks[rank];
+  if (gpeer == MPI_UNDEFINED){
+    return NULL;
+  } else { 
+    uint64_t offset = (uint64_t)local_p - (uint64_t)ShmCommBufs[ShmRank];
+    uint64_t remote = (uint64_t)ShmCommBufs[gpeer]+offset;
+    return (void *) remote;
+  }
+}
+
+void CartesianCommunicator::Init(int *argc, char ***argv) {
+  int flag;
+  MPI_Initialized(&flag); // needed to coexist with other libs apparently
+  if ( !flag ) {
+    MPI_Init(argc,argv);
+  }
+
+  MPI_Comm_dup (MPI_COMM_WORLD,&communicator_world);
+  MPI_Comm_rank(communicator_world,&WorldRank);
+  MPI_Comm_size(communicator_world,&WorldSize);
+
+  /////////////////////////////////////////////////////////////////////
+  // Split into groups that can share memory
+  /////////////////////////////////////////////////////////////////////
+  MPI_Comm_split_type(communicator_world, MPI_COMM_TYPE_SHARED, 0, MPI_INFO_NULL,&ShmComm);
+  MPI_Comm_rank(ShmComm     ,&ShmRank);
+  MPI_Comm_size(ShmComm     ,&ShmSize);
+  GroupSize = WorldSize/ShmSize;
+
+  /////////////////////////////////////////////////////////////////////
+  // find world ranks in our SHM group (i.e. which ranks are on our node)
+  /////////////////////////////////////////////////////////////////////
+  MPI_Group WorldGroup, ShmGroup;
+  MPI_Comm_group (communicator_world, &WorldGroup); 
+  MPI_Comm_group (ShmComm, &ShmGroup);
+  
+  std::vector<int> world_ranks(WorldSize); 
+  GroupRanks.resize(WorldSize); 
+  MyGroup.resize(ShmSize);
+  for(int r=0;r<WorldSize;r++) world_ranks[r]=r;
+  
+  MPI_Group_translate_ranks (WorldGroup,WorldSize,&world_ranks[0],ShmGroup, &GroupRanks[0]); 
+
+  ///////////////////////////////////////////////////////////////////
+  // Identify who is in my group and noninate the leader
+    ///////////////////////////////////////////////////////////////////
+  int g=0;
+  for(int rank=0;rank<WorldSize;rank++){
+    if(GroupRanks[rank]!=MPI_UNDEFINED){
+      assert(g<ShmSize);
+      MyGroup[g++] = rank;
+    }
+  }
+  
+  std::sort(MyGroup.begin(),MyGroup.end(),std::less<int>());
+  int myleader = MyGroup[0];
+  
+  std::vector<int> leaders_1hot(WorldSize,0);
+  std::vector<int> leaders_group(GroupSize,0);
+  leaders_1hot [ myleader ] = 1;
+    
+  ///////////////////////////////////////////////////////////////////
+  // global sum leaders over comm world
+  ///////////////////////////////////////////////////////////////////
+  int ierr=MPI_Allreduce(MPI_IN_PLACE,&leaders_1hot[0],WorldSize,MPI_INT,MPI_SUM,communicator_world);
+  assert(ierr==0);
+  
+  ///////////////////////////////////////////////////////////////////
+  // find the group leaders world rank
+  ///////////////////////////////////////////////////////////////////
+  int group=0;
+  for(int l=0;l<WorldSize;l++){
+    if(leaders_1hot[l]){
+      leaders_group[group++] = l;
+    }
+  }
+  
+  ///////////////////////////////////////////////////////////////////
+  // Identify the rank of the group in which I (and my leader) live
+  ///////////////////////////////////////////////////////////////////
+  GroupRank=-1;
+  for(int g=0;g<GroupSize;g++){
+    if (myleader == leaders_group[g]){
+      GroupRank=g;
+    }
+  }
+  assert(GroupRank!=-1);
+  
+  //////////////////////////////////////////////////////////////////////////////////////////////////////////
+  // allocate the shared window for our group
+  //////////////////////////////////////////////////////////////////////////////////////////////////////////
+  
+  ShmCommBuf = 0;
+  ierr = MPI_Win_allocate_shared(MAX_MPI_SHM_BYTES,1,MPI_INFO_NULL,ShmComm,&ShmCommBuf,&ShmWindow);
+  assert(ierr==0);
+  // KNL hack -- force to numa-domain 1 in flat
+#if 0
+  //#include <numaif.h>
+  for(uint64_t page=0;page<MAX_MPI_SHM_BYTES;page+=4096){
+    void *pages = (void *) ( page + ShmCommBuf );
+    int status;
+    int flags=MPOL_MF_MOVE_ALL;
+    int nodes=1; // numa domain == MCDRAM
+    unsigned long count=1;
+    ierr= move_pages(0,count, &pages,&nodes,&status,flags);
+    if (ierr && (page==0)) perror("numa relocate command failed");
+  }
+#endif
+  MPI_Win_lock_all (MPI_MODE_NOCHECK, ShmWindow);
+  
+  /////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+  // Plan: allocate a fixed SHM region. Scratch that is just used via some scheme during stencil comms, with no allocate free.
+  /////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+  ShmCommBufs.resize(ShmSize);
+  for(int r=0;r<ShmSize;r++){
+    MPI_Aint sz;
+    int dsp_unit;
+    MPI_Win_shared_query (ShmWindow, r, &sz, &dsp_unit, &ShmCommBufs[r]);
+  }
+
+  //////////////////////////////////////////////////////////////////////////////////////////////////////////
+  // Verbose for now
+  //////////////////////////////////////////////////////////////////////////////////////////////////////////
+  if (WorldRank == 0){
+    std::cout<<GridLogMessage<< "Grid MPI-3 configuration: detected ";
+    std::cout<< WorldSize << " Ranks " ;
+    std::cout<< GroupSize << " Nodes " ;
+    std::cout<<  ShmSize  << " with ranks-per-node "<<std::endl;
+    
+    std::cout<<GridLogMessage     <<"Grid MPI-3 configuration: allocated shared memory region of size ";
+    std::cout<<std::hex << MAX_MPI_SHM_BYTES <<" ShmCommBuf address = "<<ShmCommBuf << std::dec<<std::endl;
+
+    for(int g=0;g<GroupSize;g++){
+      std::cout<<GridLogMessage<<" Node "<<g<<" led by MPI rank "<<leaders_group[g]<<std::endl;
+    }
+
+    std::cout<<GridLogMessage<<" Boss Node Shm Pointers are {";
+    for(int g=0;g<ShmSize;g++){
+      std::cout<<std::hex<<ShmCommBufs[g]<<std::dec;
+      if(g!=ShmSize-1) std::cout<<",";
+      else std::cout<<"}"<<std::endl;
+    }
+
+  }
+  
+  for(int g=0;g<GroupSize;g++){
+    if ( (ShmRank == 0) && (GroupRank==g) )  std::cout<<GridLogMessage<<"["<<g<<"] Node Group "<<g<<" is ranks {";
+    for(int r=0;r<ShmSize;r++){
+      if ( (ShmRank == 0) && (GroupRank==g) ) {
+	std::cout<<MyGroup[r];
+	if(r<ShmSize-1) std::cout<<",";
+	else std::cout<<"}"<<std::endl;
+      }
+      MPI_Barrier(communicator_world);
+    }
+  }
+  
+  assert(ShmSetup==0);  ShmSetup=1;
+}
+
+
+////////////////////////////////////////////////////////////////////////////////////////////////////////////
+// Want to implement some magic ... Group sub-cubes into those on same node
+////////////////////////////////////////////////////////////////////////////////////////////////////////////
+void CartesianCommunicator::ShiftedRanks(int dim,int shift,int &source,int &dest)
+{
+  std::vector<int> coor = _processor_coor;
+
+  assert(std::abs(shift) <_processors[dim]);
+
+  coor[dim] = (_processor_coor[dim] + shift + _processors[dim])%_processors[dim];
+  Lexicographic::IndexFromCoor(coor,source,_processors);
+  source = LexicographicToWorldRank[source];
+
+  coor[dim] = (_processor_coor[dim] - shift + _processors[dim])%_processors[dim];
+  Lexicographic::IndexFromCoor(coor,dest,_processors);
+  dest = LexicographicToWorldRank[dest];
+}
+int CartesianCommunicator::RankFromProcessorCoor(std::vector<int> &coor)
+{
+  int rank;
+  Lexicographic::IndexFromCoor(coor,rank,_processors);
+  rank = LexicographicToWorldRank[rank];
+  return rank;
+}
+void  CartesianCommunicator::ProcessorCoorFromRank(int rank, std::vector<int> &coor)
+{
+  Lexicographic::CoorFromIndex(coor,rank,_processors);
+  rank = LexicographicToWorldRank[rank];
+}
+
+CartesianCommunicator::CartesianCommunicator(const std::vector<int> &processors)
+{ 
+  int ierr;
+
+  communicator=communicator_world;
+
+  _ndimension = processors.size();
+  
+  ////////////////////////////////////////////////////////////////
+  // Assert power of two shm_size.
+  ////////////////////////////////////////////////////////////////
+  int log2size = -1;
+  for(int i=0;i<=MAXLOG2RANKSPERNODE;i++){  
+    if ( (0x1<<i) == ShmSize ) {
+      log2size = i;
+      break;
+    }
+  }
+  assert(log2size != -1);
+  
+  ////////////////////////////////////////////////////////////////
+  // Identify subblock of ranks on node spreading across dims
+  // in a maximally symmetrical way
+  ////////////////////////////////////////////////////////////////
+  int dim = 0;
+  
+  std::vector<int> WorldDims = processors;
+
+  ShmDims.resize(_ndimension,1);
+  GroupDims.resize(_ndimension);
+    
+  ShmCoor.resize(_ndimension);
+  GroupCoor.resize(_ndimension);
+  WorldCoor.resize(_ndimension);
+
+  for(int l2=0;l2<log2size;l2++){
+    while ( WorldDims[dim] / ShmDims[dim] <= 1 ) dim=(dim+1)%_ndimension;
+    ShmDims[dim]*=2;
+    dim=(dim+1)%_ndimension;
+  }
+
+  ////////////////////////////////////////////////////////////////
+  // Establish torus of processes and nodes with sub-blockings
+  ////////////////////////////////////////////////////////////////
+  for(int d=0;d<_ndimension;d++){
+    GroupDims[d] = WorldDims[d]/ShmDims[d];
+  }
+
+  ////////////////////////////////////////////////////////////////
+  // Check processor counts match
+  ////////////////////////////////////////////////////////////////
+  _Nprocessors=1;
+  _processors = processors;
+  _processor_coor.resize(_ndimension);
+  for(int i=0;i<_ndimension;i++){
+    _Nprocessors*=_processors[i];
+  }
+  assert(WorldSize==_Nprocessors);
+      
+  ////////////////////////////////////////////////////////////////
+  // Establish mapping between lexico physics coord and WorldRank
+  // 
+  ////////////////////////////////////////////////////////////////
+  LexicographicToWorldRank.resize(WorldSize,0);
+  Lexicographic::CoorFromIndex(GroupCoor,GroupRank,GroupDims);
+  Lexicographic::CoorFromIndex(ShmCoor,ShmRank,ShmDims);
+  for(int d=0;d<_ndimension;d++){
+    WorldCoor[d] = GroupCoor[d]*ShmDims[d]+ShmCoor[d];
+  }
+  _processor_coor = WorldCoor;
+
+  int lexico;
+  Lexicographic::IndexFromCoor(WorldCoor,lexico,WorldDims);
+  LexicographicToWorldRank[lexico]=WorldRank;
+  _processor = lexico;
+
+  ///////////////////////////////////////////////////////////////////
+  // global sum Lexico to World mapping
+  ///////////////////////////////////////////////////////////////////
+  ierr=MPI_Allreduce(MPI_IN_PLACE,&LexicographicToWorldRank[0],WorldSize,MPI_INT,MPI_SUM,communicator);
+  assert(ierr==0);
+  
+};
+
+void CartesianCommunicator::GlobalSum(uint32_t &u){
+  int ierr=MPI_Allreduce(MPI_IN_PLACE,&u,1,MPI_UINT32_T,MPI_SUM,communicator);
+  assert(ierr==0);
+}
+void CartesianCommunicator::GlobalSum(uint64_t &u){
+  int ierr=MPI_Allreduce(MPI_IN_PLACE,&u,1,MPI_UINT64_T,MPI_SUM,communicator);
+  assert(ierr==0);
+}
+void CartesianCommunicator::GlobalSum(float &f){
+  int ierr=MPI_Allreduce(MPI_IN_PLACE,&f,1,MPI_FLOAT,MPI_SUM,communicator);
+  assert(ierr==0);
+}
+void CartesianCommunicator::GlobalSumVector(float *f,int N)
+{
+  int ierr=MPI_Allreduce(MPI_IN_PLACE,f,N,MPI_FLOAT,MPI_SUM,communicator);
+  assert(ierr==0);
+}
+void CartesianCommunicator::GlobalSum(double &d)
+{
+  int ierr = MPI_Allreduce(MPI_IN_PLACE,&d,1,MPI_DOUBLE,MPI_SUM,communicator);
+  assert(ierr==0);
+}
+void CartesianCommunicator::GlobalSumVector(double *d,int N)
+{
+  int ierr = MPI_Allreduce(MPI_IN_PLACE,d,N,MPI_DOUBLE,MPI_SUM,communicator);
+  assert(ierr==0);
+}
+
+
+// Basic Halo comms primitive
+void CartesianCommunicator::SendToRecvFrom(void *xmit,
+					   int dest,
+					   void *recv,
+					   int from,
+					   int bytes)
+{
+  std::vector<CommsRequest_t> reqs(0);
+  SendToRecvFromBegin(reqs,xmit,dest,recv,from,bytes);
+  SendToRecvFromComplete(reqs);
+}
+
+void CartesianCommunicator::SendRecvPacket(void *xmit,
+					   void *recv,
+					   int sender,
+					   int receiver,
+					   int bytes)
+{
+  MPI_Status stat;
+  assert(sender != receiver);
+  int tag = sender;
+  if ( _processor == sender ) {
+    MPI_Send(xmit, bytes, MPI_CHAR,receiver,tag,communicator);
+  }
+  if ( _processor == receiver ) { 
+    MPI_Recv(recv, bytes, MPI_CHAR,sender,tag,communicator,&stat);
+  }
+}
+
+// Basic Halo comms primitive
+void CartesianCommunicator::SendToRecvFromBegin(std::vector<CommsRequest_t> &list,
+						void *xmit,
+						int dest,
+						void *recv,
+						int from,
+						int bytes)
+{
+#if 0
+  this->StencilBarrier();
+
+  MPI_Request xrq;
+  MPI_Request rrq;
+  
+  static int sequence;
+
+  int ierr;
+  int tag;
+  int check;
+
+  assert(dest != _processor);
+  assert(from != _processor);
+  
+  int gdest = GroupRanks[dest];
+  int gfrom = GroupRanks[from];
+  int gme   = GroupRanks[_processor];
+
+  sequence++;
+  
+  char *from_ptr = (char *)ShmCommBufs[ShmRank];
+
+  int small = (bytes<MAX_MPI_SHM_BYTES);
+
+  typedef uint64_t T;
+  int words = bytes/sizeof(T);
+
+  assert(((size_t)bytes &(sizeof(T)-1))==0);
+  assert(gme == ShmRank);
+
+  if ( small && (gdest !=MPI_UNDEFINED) ) {
+
+    char *to_ptr   = (char *)ShmCommBufs[gdest];
+
+    assert(gme != gdest);
+
+    T *ip = (T *)xmit;
+    T *op = (T *)to_ptr;
+PARALLEL_FOR_LOOP 
+    for(int w=0;w<words;w++) {
+      op[w]=ip[w];
+    }
+
+    bcopy(&_processor,&to_ptr[bytes],sizeof(_processor));
+    bcopy(&  sequence,&to_ptr[bytes+4],sizeof(sequence));
+  } else { 
+    ierr =MPI_Isend(xmit, bytes, MPI_CHAR,dest,_processor,communicator,&xrq);
+    assert(ierr==0);
+    list.push_back(xrq);
+  }
+
+  this->StencilBarrier();
+  
+  if (small && (gfrom !=MPI_UNDEFINED) ) {
+    T *ip = (T *)from_ptr;
+    T *op = (T *)recv;
+PARALLEL_FOR_LOOP 
+    for(int w=0;w<words;w++) {
+      op[w]=ip[w];
+    }
+    bcopy(&from_ptr[bytes]  ,&tag  ,sizeof(tag));
+    bcopy(&from_ptr[bytes+4],&check,sizeof(check));
+    assert(check==sequence);
+    assert(tag==from);
+  } else { 
+    ierr=MPI_Irecv(recv, bytes, MPI_CHAR,from,from,communicator,&rrq);
+    assert(ierr==0);
+    list.push_back(rrq);
+  }
+
+  this->StencilBarrier();
+
+#else
+  MPI_Request xrq;
+  MPI_Request rrq;
+  int rank = _processor;
+  int ierr;
+  ierr =MPI_Isend(xmit, bytes, MPI_CHAR,dest,_processor,communicator,&xrq);
+  ierr|=MPI_Irecv(recv, bytes, MPI_CHAR,from,from,communicator,&rrq);
+  
+  assert(ierr==0);
+
+  list.push_back(xrq);
+  list.push_back(rrq);
+#endif
+}
+
+void CartesianCommunicator::StencilSendToRecvFromBegin(std::vector<CommsRequest_t> &list,
+						       void *xmit,
+						       int dest,
+						       void *recv,
+						       int from,
+						       int bytes)
+{
+  MPI_Request xrq;
+  MPI_Request rrq;
+
+  int ierr;
+
+  assert(dest != _processor);
+  assert(from != _processor);
+  
+  int gdest = GroupRanks[dest];
+  int gfrom = GroupRanks[from];
+  int gme   = GroupRanks[_processor];
+
+  assert(gme == ShmRank);
+
+  if ( gdest == MPI_UNDEFINED ) {
+    ierr =MPI_Isend(xmit, bytes, MPI_CHAR,dest,_processor,communicator,&xrq);
+    assert(ierr==0);
+    list.push_back(xrq);
+  }
+  
+  if ( gfrom ==MPI_UNDEFINED) {
+    ierr=MPI_Irecv(recv, bytes, MPI_CHAR,from,from,communicator,&rrq);
+    assert(ierr==0);
+    list.push_back(rrq);
+  }
+
+}
+
+
+void CartesianCommunicator::StencilSendToRecvFromComplete(std::vector<CommsRequest_t> &list)
+{
+  SendToRecvFromComplete(list);
+}
+
+void CartesianCommunicator::StencilBarrier(void)
+{
+  MPI_Win_sync (ShmWindow);   
+  MPI_Barrier  (ShmComm);
+  MPI_Win_sync (ShmWindow);   
+}
+
+void CartesianCommunicator::SendToRecvFromComplete(std::vector<CommsRequest_t> &list)
+{
+  int nreq=list.size();
+  std::vector<MPI_Status> status(nreq);
+  int ierr = MPI_Waitall(nreq,&list[0],&status[0]);
+  assert(ierr==0);
+}
+
+void CartesianCommunicator::Barrier(void)
+{
+  int ierr = MPI_Barrier(communicator);
+  assert(ierr==0);
+}
+
+void CartesianCommunicator::Broadcast(int root,void* data, int bytes)
+{
+  int ierr=MPI_Bcast(data,
+		     bytes,
+		     MPI_BYTE,
+		     root,
+		     communicator);
+  assert(ierr==0);
+}
+
+void CartesianCommunicator::BroadcastWorld(int root,void* data, int bytes)
+{
+  int ierr= MPI_Bcast(data,
+		      bytes,
+		      MPI_BYTE,
+		      root,
+		      communicator_world);
+  assert(ierr==0);
+}
+
+}
+

lib/communicator/Communicator_none.cc

@@ -1,6 +1,49 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/communicator/Communicator_none.cc
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #include "Grid.h"
 namespace Grid {
 
+///////////////////////////////////////////////////////////////////////////////////////////////////
+// Info that is setup once and indept of cartesian layout
+///////////////////////////////////////////////////////////////////////////////////////////////////
+
+void CartesianCommunicator::Init(int *argc, char *** arv)
+{
+  WorldRank = 0;
+  WorldSize = 1;
+  ShmRank=0;
+  ShmSize=1;
+  GroupRank=WorldRank;
+  GroupSize=WorldSize;
+  Slave    =0;
+  ShmInitGeneric();
+}
+
 CartesianCommunicator::CartesianCommunicator(const std::vector<int> &processors)
 {
   _processors = processors;
@@ -20,17 +63,14 @@ void CartesianCommunicator::GlobalSum(float &){}
 void CartesianCommunicator::GlobalSumVector(float *,int N){}
 void CartesianCommunicator::GlobalSum(double &){}
 void CartesianCommunicator::GlobalSum(uint32_t &){}
+void CartesianCommunicator::GlobalSum(uint64_t &){}
 void CartesianCommunicator::GlobalSumVector(double *,int N){}
 
-void CartesianCommunicator::RecvFrom(void *recv,
+void CartesianCommunicator::SendRecvPacket(void *xmit,
-				     int recv_from_rank,
+					   void *recv,
-				     int bytes) 
+					   int xmit_to_rank,
-{
+					   int recv_from_rank,
-  assert(0);
+					   int bytes)
-}
-void CartesianCommunicator::SendTo(void *xmit,
-				   int xmit_to_rank,
-				   int bytes)
 {
   assert(0);
 }
@@ -59,30 +99,16 @@ void CartesianCommunicator::SendToRecvFromComplete(std::vector<CommsRequest_t> &
   assert(0);
 }
 
-void CartesianCommunicator::Barrier(void)
+void CartesianCommunicator::Barrier(void){}
-{
+void CartesianCommunicator::Broadcast(int root,void* data, int bytes) {}
-}
+void CartesianCommunicator::BroadcastWorld(int root,void* data, int bytes) { }
-
+int  CartesianCommunicator::RankFromProcessorCoor(std::vector<int> &coor) {  return 0;}
-void CartesianCommunicator::Broadcast(int root,void* data, int bytes)
+void CartesianCommunicator::ProcessorCoorFromRank(int rank, std::vector<int> &coor){  assert(0);}
-{
-}
-void CartesianCommunicator::BroadcastWorld(int root,void* data, int bytes)
-{
-}
-
-
 void CartesianCommunicator::ShiftedRanks(int dim,int shift,int &source,int &dest)
 {
   source =0;
   dest=0;
 }
-int CartesianCommunicator::RankFromProcessorCoor(std::vector<int> &coor)
-{
-  return 0;
-}
-void  CartesianCommunicator::ProcessorCoorFromRank(int rank, std::vector<int> &coor)
-{
-}
 
 
 }

lib/communicator/Communicator_shmem.cc

@@ -0,0 +1,338 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/communicator/Communicator_shmem.cc
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
+#include "Grid.h"
+#include <mpp/shmem.h>
+
+namespace Grid {
+
+  // Should error check all MPI calls.
+#define SHMEM_VET(addr) 
+
+#define SHMEM_VET_DEBUG(addr) {				\
+  if ( ! shmem_addr_accessible(addr,_processor) ) {\
+    std::fprintf(stderr,"%d Inaccessible shmem address %lx %s %s\n",_processor,addr,__FUNCTION__,#addr); \
+    BACKTRACEFILE();		   \
+  }\
+}
+
+
+///////////////////////////////////////////////////////////////////////////////////////////////////
+// Info that is setup once and indept of cartesian layout
+///////////////////////////////////////////////////////////////////////////////////////////////////
+
+typedef struct HandShake_t { 
+  uint64_t seq_local;
+  uint64_t seq_remote;
+} HandShake;
+
+
+static Vector< HandShake > XConnections;
+static Vector< HandShake > RConnections;
+
+
+void CartesianCommunicator::Init(int *argc, char ***argv) {
+  shmem_init();
+  XConnections.resize(shmem_n_pes());
+  RConnections.resize(shmem_n_pes());
+  for(int pe =0 ; pe<shmem_n_pes();pe++){
+    XConnections[pe].seq_local = 0;
+    XConnections[pe].seq_remote= 0;
+    RConnections[pe].seq_local = 0;
+    RConnections[pe].seq_remote= 0;
+  }
+  WorldSize = shmem_n_pes();
+  WorldRank = shmem_my_pe();
+  ShmRank=0;
+  ShmSize=1;
+  GroupRank=WorldRank;
+  GroupSize=WorldSize;
+  Slave    =0;
+  shmem_barrier_all();
+  ShmInitGeneric();
+}
+
+CartesianCommunicator::CartesianCommunicator(const std::vector<int> &processors)
+{
+  _ndimension = processors.size();
+  std::vector<int> periodic(_ndimension,1);
+
+  _Nprocessors=1;
+  _processors = processors;
+  _processor_coor.resize(_ndimension);
+
+  _processor = shmem_my_pe();
+  
+  Lexicographic::CoorFromIndex(_processor_coor,_processor,_processors);
+
+  for(int i=0;i<_ndimension;i++){
+    _Nprocessors*=_processors[i];
+  }
+
+  int Size = shmem_n_pes(); 
+
+
+  assert(Size==_Nprocessors);
+}
+
+void CartesianCommunicator::GlobalSum(uint32_t &u){
+  static long long source ;
+  static long long dest   ;
+  static long long llwrk[_SHMEM_REDUCE_MIN_WRKDATA_SIZE];
+  static long      psync[_SHMEM_REDUCE_SYNC_SIZE];
+
+  //  int nreduce=1;
+  //  int pestart=0;
+  //  int logStride=0;
+
+  source = u;
+  dest   = 0;
+  shmem_longlong_sum_to_all(&dest,&source,1,0,0,_Nprocessors,llwrk,psync);
+  shmem_barrier_all(); // necessary?
+  u = dest;
+}
+void CartesianCommunicator::GlobalSum(uint64_t &u){
+  static long long source ;
+  static long long dest   ;
+  static long long llwrk[_SHMEM_REDUCE_MIN_WRKDATA_SIZE];
+  static long      psync[_SHMEM_REDUCE_SYNC_SIZE];
+
+  //  int nreduce=1;
+  //  int pestart=0;
+  //  int logStride=0;
+
+  source = u;
+  dest   = 0;
+  shmem_longlong_sum_to_all(&dest,&source,1,0,0,_Nprocessors,llwrk,psync);
+  shmem_barrier_all(); // necessary?
+  u = dest;
+}
+void CartesianCommunicator::GlobalSum(float &f){
+  static float source ;
+  static float dest   ;
+  static float llwrk[_SHMEM_REDUCE_MIN_WRKDATA_SIZE];
+  static long  psync[_SHMEM_REDUCE_SYNC_SIZE];
+
+  source = f;
+  dest   =0.0;
+  shmem_float_sum_to_all(&dest,&source,1,0,0,_Nprocessors,llwrk,psync);
+  f = dest;
+}
+void CartesianCommunicator::GlobalSumVector(float *f,int N)
+{
+  static float source ;
+  static float dest   = 0 ;
+  static float llwrk[_SHMEM_REDUCE_MIN_WRKDATA_SIZE];
+  static long  psync[_SHMEM_REDUCE_SYNC_SIZE];
+
+  if ( shmem_addr_accessible(f,_processor)  ){
+    shmem_float_sum_to_all(f,f,N,0,0,_Nprocessors,llwrk,psync);
+    return;
+  }
+
+  for(int i=0;i<N;i++){
+    dest   =0.0;
+    source = f[i];
+    shmem_float_sum_to_all(&dest,&source,1,0,0,_Nprocessors,llwrk,psync);
+    f[i] = dest;
+  }
+}
+void CartesianCommunicator::GlobalSum(double &d)
+{
+  static double source;
+  static double dest  ;
+  static double llwrk[_SHMEM_REDUCE_MIN_WRKDATA_SIZE];
+  static long  psync[_SHMEM_REDUCE_SYNC_SIZE];
+
+  source = d;
+  dest   = 0;
+  shmem_double_sum_to_all(&dest,&source,1,0,0,_Nprocessors,llwrk,psync);
+  d = dest;
+}
+void CartesianCommunicator::GlobalSumVector(double *d,int N)
+{
+  static double source ;
+  static double dest   ;
+  static double llwrk[_SHMEM_REDUCE_MIN_WRKDATA_SIZE];
+  static long  psync[_SHMEM_REDUCE_SYNC_SIZE];
+
+  if ( shmem_addr_accessible(d,_processor)  ){
+    shmem_double_sum_to_all(d,d,N,0,0,_Nprocessors,llwrk,psync);
+    return;
+  }
+
+  for(int i=0;i<N;i++){
+    source = d[i];
+    dest   =0.0;
+    shmem_double_sum_to_all(&dest,&source,1,0,0,_Nprocessors,llwrk,psync);
+    d[i] = dest;
+  }
+}
+void CartesianCommunicator::ShiftedRanks(int dim,int shift,int &source,int &dest)
+{
+  std::vector<int> coor = _processor_coor;
+
+  assert(std::abs(shift) <_processors[dim]);
+
+  coor[dim] = (_processor_coor[dim] + shift + _processors[dim])%_processors[dim];
+  Lexicographic::IndexFromCoor(coor,source,_processors);
+
+  coor[dim] = (_processor_coor[dim] - shift + _processors[dim])%_processors[dim];
+  Lexicographic::IndexFromCoor(coor,dest,_processors);
+
+}
+int CartesianCommunicator::RankFromProcessorCoor(std::vector<int> &coor)
+{
+  int rank;
+  Lexicographic::IndexFromCoor(coor,rank,_processors);
+  return rank;
+}
+void  CartesianCommunicator::ProcessorCoorFromRank(int rank, std::vector<int> &coor)
+{
+  Lexicographic::CoorFromIndex(coor,rank,_processors);
+}
+
+// Basic Halo comms primitive
+void CartesianCommunicator::SendToRecvFrom(void *xmit,
+					   int dest,
+					   void *recv,
+					   int from,
+					   int bytes)
+{
+  SHMEM_VET(xmit);
+  SHMEM_VET(recv);
+  std::vector<CommsRequest_t> reqs(0);
+  SendToRecvFromBegin(reqs,xmit,dest,recv,from,bytes);
+  SendToRecvFromComplete(reqs);
+}
+
+void CartesianCommunicator::SendRecvPacket(void *xmit,
+					   void *recv,
+					   int sender,
+					   int receiver,
+					   int bytes)
+{
+  static uint64_t seq;
+
+  assert(recv!=xmit);
+  volatile HandShake *RecvSeq = (volatile HandShake *) & RConnections[sender];
+  volatile HandShake *SendSeq = (volatile HandShake *) & XConnections[receiver];
+
+  if ( _processor == sender ) {
+
+    // Check he has posted a receive
+    while(SendSeq->seq_remote == SendSeq->seq_local);
+
+    // Advance our send count
+    seq = ++(SendSeq->seq_local);
+    
+    // Send this packet 
+    SHMEM_VET(recv);
+    shmem_putmem(recv,xmit,bytes,receiver);
+    shmem_fence();
+
+    //Notify him we're done
+    shmem_putmem((void *)&(RecvSeq->seq_remote),&seq,sizeof(seq),receiver);
+    shmem_fence();
+  }
+  if ( _processor == receiver ) {
+
+    // Post a receive
+    seq = ++(RecvSeq->seq_local);
+    shmem_putmem((void *)&(SendSeq->seq_remote),&seq,sizeof(seq),sender);
+
+    // Now wait until he has advanced our reception counter
+    while(RecvSeq->seq_remote != RecvSeq->seq_local);
+
+  }
+}
+
+// Basic Halo comms primitive
+void CartesianCommunicator::SendToRecvFromBegin(std::vector<CommsRequest_t> &list,
+						void *xmit,
+						int dest,
+						void *recv,
+						int from,
+						int bytes)
+{
+  SHMEM_VET(xmit);
+  SHMEM_VET(recv);
+  //  shmem_putmem_nb(recv,xmit,bytes,dest,NULL);
+  shmem_putmem(recv,xmit,bytes,dest);
+}
+void CartesianCommunicator::SendToRecvFromComplete(std::vector<CommsRequest_t> &list)
+{
+  //  shmem_quiet();      // I'm done
+  shmem_barrier_all();// He's done too
+}
+void CartesianCommunicator::Barrier(void)
+{
+  shmem_barrier_all();
+}
+void CartesianCommunicator::Broadcast(int root,void* data, int bytes)
+{
+  static long  psync[_SHMEM_REDUCE_SYNC_SIZE];
+  static uint32_t word;
+  uint32_t *array = (uint32_t *) data;
+  assert( (bytes % 4)==0);
+  int words = bytes/4;
+
+  if ( shmem_addr_accessible(data,_processor)  ){
+    shmem_broadcast32(data,data,words,root,0,0,shmem_n_pes(),psync);
+    return;
+  }
+
+  for(int w=0;w<words;w++){
+    word = array[w];
+    shmem_broadcast32((void *)&word,(void *)&word,1,root,0,0,shmem_n_pes(),psync);
+    if ( shmem_my_pe() != root ) {
+      array[w] = word;
+    }
+    shmem_barrier_all();
+  }
+
+}
+void CartesianCommunicator::BroadcastWorld(int root,void* data, int bytes)
+{
+  static long  psync[_SHMEM_REDUCE_SYNC_SIZE];
+  static uint32_t word;
+  uint32_t *array = (uint32_t *) data;
+  assert( (bytes % 4)==0);
+  int words = bytes/4;
+
+  for(int w=0;w<words;w++){
+    word = array[w];
+    shmem_broadcast32((void *)&word,(void *)&word,1,root,0,0,shmem_n_pes(),psync);
+    if ( shmem_my_pe() != root ) {
+      array[w]= word;
+    }
+    shmem_barrier_all();
+  }
+}
+
+}
+

lib/cshift/Cshift_common.h

@@ -1,3 +1,31 @@
+
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/cshift/Cshift_common.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef _GRID_CSHIFT_COMMON_H_
 #define _GRID_CSHIFT_COMMON_H_
 
@@ -8,7 +36,7 @@ class SimpleCompressor {
 public:
   void Point(int) {};
 
-  vobj operator() (const vobj &arg,int dimension,int plane,int osite,GridBase *grid) {
+  vobj operator() (const vobj &arg) {
     return arg;
   }
 };
@@ -17,7 +45,7 @@ public:
 // Gather for when there is no need to SIMD split with compression
 ///////////////////////////////////////////////////////////////////
 template<class vobj,class cobj,class compressor> void 
-Gather_plane_simple (const Lattice<vobj> &rhs,std::vector<cobj,alignedAllocator<cobj> > &buffer,int dimension,int plane,int cbmask,compressor &compress)
+Gather_plane_simple (const Lattice<vobj> &rhs,commVector<cobj> &buffer,int dimension,int plane,int cbmask,compressor &compress, int off=0)
 {
   int rd = rhs._grid->_rdimensions[dimension];
 
@@ -30,26 +58,32 @@ Gather_plane_simple (const Lattice<vobj> &rhs,std::vector<cobj,alignedAllocator<
   int e1=rhs._grid->_slice_nblock[dimension];
   int e2=rhs._grid->_slice_block[dimension];
 
+  int stride=rhs._grid->_slice_stride[dimension];
   if ( cbmask == 0x3 ) { 
 PARALLEL_NESTED_LOOP2
     for(int n=0;n<e1;n++){
       for(int b=0;b<e2;b++){
-	int o  = n*rhs._grid->_slice_stride[dimension];
+	int o  = n*stride;
-	int bo = n*rhs._grid->_slice_block[dimension];
+	int bo = n*e2;
-	buffer[bo+b]=compress(rhs._odata[so+o+b],dimension,plane,so+o+b,rhs._grid);
+	buffer[off+bo+b]=compress(rhs._odata[so+o+b]);
       }
     }
   } else { 
      int bo=0;
+     std::vector<std::pair<int,int> > table;
      for(int n=0;n<e1;n++){
        for(int b=0;b<e2;b++){
-	 int o  = n*rhs._grid->_slice_stride[dimension];
+	 int o  = n*stride;
-	 int ocb=1<<rhs._grid->CheckerBoardFromOindex(o+b);// Could easily be a table lookup
+	 int ocb=1<<rhs._grid->CheckerBoardFromOindexTable(o+b);
 	 if ( ocb &cbmask ) {
-	   buffer[bo++]=compress(rhs._odata[so+o+b],dimension,plane,so+o+b,rhs._grid);
+	   table.push_back(std::pair<int,int> (bo++,o+b));
 	 }
        }
      }
+PARALLEL_FOR_LOOP     
+     for(int i=0;i<table.size();i++){
+       buffer[off+table[i].first]=compress(rhs._odata[so+table[i].second]);
+     }
   }
 }
 
@@ -70,16 +104,17 @@ Gather_plane_extract(const Lattice<vobj> &rhs,std::vector<typename cobj::scalar_
 
   int e1=rhs._grid->_slice_nblock[dimension];
   int e2=rhs._grid->_slice_block[dimension];
-  
+  int n1=rhs._grid->_slice_stride[dimension];
+  int n2=rhs._grid->_slice_block[dimension];
   if ( cbmask ==0x3){
 PARALLEL_NESTED_LOOP2
     for(int n=0;n<e1;n++){
       for(int b=0;b<e2;b++){
 
-	int o=n*rhs._grid->_slice_stride[dimension];
+	int o      =   n*n1;
-	int offset = b+n*rhs._grid->_slice_block[dimension];
+	int offset = b+n*n2;
+	cobj temp =compress(rhs._odata[so+o+b]);
 
-	cobj temp =compress(rhs._odata[so+o+b],dimension,plane,so+o+b,rhs._grid);
 	extract<cobj>(temp,pointers,offset);
 
       }
@@ -87,6 +122,7 @@ PARALLEL_NESTED_LOOP2
   } else { 
 
     assert(0); //Fixme think this is buggy
+
     for(int n=0;n<e1;n++){
       for(int b=0;b<e2;b++){
 	int o=n*rhs._grid->_slice_stride[dimension];
@@ -94,7 +130,7 @@ PARALLEL_NESTED_LOOP2
 	int offset = b+n*rhs._grid->_slice_block[dimension];
 
 	if ( ocb & cbmask ) {
-	  cobj temp =compress(rhs._odata[so+o+b],dimension,plane,so+o+b,rhs._grid);
+	  cobj temp =compress(rhs._odata[so+o+b]);
 	  extract<cobj>(temp,pointers,offset);
 	}
       }
@@ -105,7 +141,7 @@ PARALLEL_NESTED_LOOP2
 //////////////////////////////////////////////////////
 // Gather for when there is no need to SIMD split
 //////////////////////////////////////////////////////
-template<class vobj> void Gather_plane_simple (const Lattice<vobj> &rhs,std::vector<vobj,alignedAllocator<vobj> > &buffer,             int dimension,int plane,int cbmask)
+template<class vobj> void Gather_plane_simple (const Lattice<vobj> &rhs,commVector<vobj> &buffer, int dimension,int plane,int cbmask)
 {
   SimpleCompressor<vobj> dontcompress;
   Gather_plane_simple (rhs,buffer,dimension,plane,cbmask,dontcompress);
@@ -123,7 +159,7 @@ template<class vobj> void Gather_plane_extract(const Lattice<vobj> &rhs,std::vec
 //////////////////////////////////////////////////////
 // Scatter for when there is no need to SIMD split
 //////////////////////////////////////////////////////
-template<class vobj> void Scatter_plane_simple (Lattice<vobj> &rhs,std::vector<vobj,alignedAllocator<vobj> > &buffer, int dimension,int plane,int cbmask)
+template<class vobj> void Scatter_plane_simple (Lattice<vobj> &rhs,commVector<vobj> &buffer, int dimension,int plane,int cbmask)
 {
   int rd = rhs._grid->_rdimensions[dimension];
 
@@ -216,13 +252,13 @@ template<class vobj> void Copy_plane(Lattice<vobj>& lhs,const Lattice<vobj> &rhs
 
   int e1=rhs._grid->_slice_nblock[dimension]; // clearly loop invariant for icpc
   int e2=rhs._grid->_slice_block[dimension];
-
+  int stride = rhs._grid->_slice_stride[dimension];
   if(cbmask == 0x3 ){
 PARALLEL_NESTED_LOOP2
     for(int n=0;n<e1;n++){
       for(int b=0;b<e2;b++){
  
-        int o =n*rhs._grid->_slice_stride[dimension]+b;
+        int o =n*stride+b;
   	//lhs._odata[lo+o]=rhs._odata[ro+o];
 	vstream(lhs._odata[lo+o],rhs._odata[ro+o]);
       }
@@ -232,7 +268,7 @@ PARALLEL_NESTED_LOOP2
     for(int n=0;n<e1;n++){
       for(int b=0;b<e2;b++){
  
-        int o =n*rhs._grid->_slice_stride[dimension]+b;
+        int o =n*stride+b;
         int ocb=1<<lhs._grid->CheckerBoardFromOindex(o);
         if ( ocb&cbmask ) {
   	//lhs._odata[lo+o]=rhs._odata[ro+o];
@@ -258,11 +294,12 @@ template<class vobj> void Copy_plane_permute(Lattice<vobj>& lhs,const Lattice<vo
 
   int e1=rhs._grid->_slice_nblock[dimension];
   int e2=rhs._grid->_slice_block [dimension];
+  int stride = rhs._grid->_slice_stride[dimension];
 PARALLEL_NESTED_LOOP2
   for(int n=0;n<e1;n++){
   for(int b=0;b<e2;b++){
 
-      int o  =n*rhs._grid->_slice_stride[dimension];
+      int o  =n*stride;
       int ocb=1<<lhs._grid->CheckerBoardFromOindex(o+b);
       if ( ocb&cbmask ) {
 	permute(lhs._odata[lo+o+b],rhs._odata[ro+o+b],permute_type);
@@ -296,6 +333,7 @@ template<class vobj> Lattice<vobj> Cshift_local(Lattice<vobj> &ret,const Lattice
   int rd = grid->_rdimensions[dimension];
   int ld = grid->_ldimensions[dimension];
   int gd = grid->_gdimensions[dimension];
+  int ly = grid->_simd_layout[dimension];
 
   // Map to always positive shift modulo global full dimension.
   shift = (shift+fd)%fd;
@@ -304,6 +342,7 @@ template<class vobj> Lattice<vobj> Cshift_local(Lattice<vobj> &ret,const Lattice
   // the permute type
   int permute_dim =grid->PermuteDim(dimension);
   int permute_type=grid->PermuteType(dimension);
+  int permute_type_dist;
 
   for(int x=0;x<rd;x++){       
 
@@ -315,15 +354,31 @@ template<class vobj> Lattice<vobj> Cshift_local(Lattice<vobj> &ret,const Lattice
     int sshift = grid->CheckerBoardShiftForCB(rhs.checkerboard,dimension,shift,cb);
     int sx     = (x+sshift)%rd;
 
+    // FIXME : This must change where we have a 
+    // Rotate slice.
+    
+    // Document how this works ; why didn't I do this when I first wrote it...
+    // wrap is whether sshift > rd.
+    //  num is sshift mod rd.
+    // 
     int permute_slice=0;
     if(permute_dim){
       int wrap = sshift/rd;
       int  num = sshift%rd;
+
       if ( x< rd-num ) permute_slice=wrap;
-      else permute_slice = 1-wrap;
+      else permute_slice = (wrap+1)%ly;
+
+      if ( (ly>2) && (permute_slice) ) {
+	assert(permute_type & RotateBit);
+	permute_type_dist = permute_type|permute_slice;
+      } else {
+	permute_type_dist = permute_type;
+      }
+      
     }
 
-    if ( permute_slice ) Copy_plane_permute(ret,rhs,dimension,x,sx,cbmask,permute_type);
+    if ( permute_slice ) Copy_plane_permute(ret,rhs,dimension,x,sx,cbmask,permute_type_dist);
     else                 Copy_plane(ret,rhs,dimension,x,sx,cbmask); 
 
   

lib/cshift/Cshift_mpi.h

@@ -1,3 +1,31 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/cshift/Cshift_mpi.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+Author: paboyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef _GRID_CSHIFT_MPI_H_
 #define _GRID_CSHIFT_MPI_H_
 
@@ -91,8 +119,8 @@ template<class vobj> void Cshift_comms(Lattice<vobj> &ret,const Lattice<vobj> &r
   assert(shift<fd);
   
   int buffer_size = rhs._grid->_slice_nblock[dimension]*rhs._grid->_slice_block[dimension];
-  std::vector<vobj,alignedAllocator<vobj> > send_buf(buffer_size);
+  commVector<vobj> send_buf(buffer_size);
-  std::vector<vobj,alignedAllocator<vobj> > recv_buf(buffer_size);
+  commVector<vobj> recv_buf(buffer_size);
 
   int cb= (cbmask==0x2)? Odd : Even;
   int sshift= rhs._grid->CheckerBoardShiftForCB(rhs.checkerboard,dimension,shift,cb);
@@ -163,11 +191,12 @@ template<class vobj> void  Cshift_comms_simd(Lattice<vobj> &ret,const Lattice<vo
   int buffer_size = grid->_slice_nblock[dimension]*grid->_slice_block[dimension];
   int words = sizeof(vobj)/sizeof(vector_type);
 
-  std::vector<std::vector<scalar_object> > send_buf_extract(Nsimd,std::vector<scalar_object>(buffer_size) );
+  std::vector<commVector<scalar_object> >   send_buf_extract(Nsimd,commVector<scalar_object>(buffer_size) );
-  std::vector<std::vector<scalar_object> > recv_buf_extract(Nsimd,std::vector<scalar_object>(buffer_size) );
+  std::vector<commVector<scalar_object> >   recv_buf_extract(Nsimd,commVector<scalar_object>(buffer_size) );
+
   int bytes = buffer_size*sizeof(scalar_object);
 
-  std::vector<scalar_object *>  pointers(Nsimd);  // 
+  std::vector<scalar_object *>  pointers(Nsimd); // 
   std::vector<scalar_object *> rpointers(Nsimd); // received pointers
 
   ///////////////////////////////////////////

lib/cshift/Cshift_none.h

@@ -1,3 +1,30 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/cshift/Cshift_none.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef _GRID_CSHIFT_NONE_H_
 #define _GRID_CSHIFT_NONE_H_
 namespace Grid {

lib/fftw/fftw3.h

@@ -0,0 +1,412 @@
+/*
+ * Copyright (c) 2003, 2007-14 Matteo Frigo
+ * Copyright (c) 2003, 2007-14 Massachusetts Institute of Technology
+ *
+ * The following statement of license applies *only* to this header file,
+ * and *not* to the other files distributed with FFTW or derived therefrom:
+ * 
+ * Redistribution and use in source and binary forms, with or without
+ * modification, are permitted provided that the following conditions
+ * are met:
+ *
+ * 1. Redistributions of source code must retain the above copyright
+ *    notice, this list of conditions and the following disclaimer.
+ *
+ * 2. Redistributions in binary form must reproduce the above copyright
+ *    notice, this list of conditions and the following disclaimer in the
+ *    documentation and/or other materials provided with the distribution.
+ *
+ * THIS SOFTWARE IS PROVIDED BY THE AUTHOR ``AS IS'' AND ANY EXPRESS
+ * OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+ * WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+ * ARE DISCLAIMED. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY
+ * DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
+ * DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE
+ * GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
+ * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY,
+ * WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ * NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ * SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ */
+
+/***************************** NOTE TO USERS *********************************
+ *
+ *                 THIS IS A HEADER FILE, NOT A MANUAL
+ *
+ *    If you want to know how to use FFTW, please read the manual,
+ *    online at http://www.fftw.org/doc/ and also included with FFTW.
+ *    For a quick start, see the manual's tutorial section.
+ *
+ *   (Reading header files to learn how to use a library is a habit
+ *    stemming from code lacking a proper manual.  Arguably, it's a
+ *    *bad* habit in most cases, because header files can contain
+ *    interfaces that are not part of the public, stable API.)
+ *
+ ****************************************************************************/
+
+#ifndef FFTW3_H
+#define FFTW3_H
+
+#include <stdio.h>
+
+#ifdef __cplusplus
+extern "C"
+{
+#endif /* __cplusplus */
+
+/* If <complex.h> is included, use the C99 complex type.  Otherwise
+   define a type bit-compatible with C99 complex */
+#if !defined(FFTW_NO_Complex) && defined(_Complex_I) && defined(complex) && defined(I)
+#  define FFTW_DEFINE_COMPLEX(R, C) typedef R _Complex C
+#else
+#  define FFTW_DEFINE_COMPLEX(R, C) typedef R C[2]
+#endif
+
+#define FFTW_CONCAT(prefix, name) prefix ## name
+#define FFTW_MANGLE_DOUBLE(name) FFTW_CONCAT(fftw_, name)
+#define FFTW_MANGLE_FLOAT(name) FFTW_CONCAT(fftwf_, name)
+#define FFTW_MANGLE_LONG_DOUBLE(name) FFTW_CONCAT(fftwl_, name)
+#define FFTW_MANGLE_QUAD(name) FFTW_CONCAT(fftwq_, name)
+
+/* IMPORTANT: for Windows compilers, you should add a line
+        #define FFTW_DLL
+   here and in kernel/ifftw.h if you are compiling/using FFTW as a
+   DLL, in order to do the proper importing/exporting, or
+   alternatively compile with -DFFTW_DLL or the equivalent
+   command-line flag.  This is not necessary under MinGW/Cygwin, where
+   libtool does the imports/exports automatically. */
+#if defined(FFTW_DLL) && (defined(_WIN32) || defined(__WIN32__))
+   /* annoying Windows syntax for shared-library declarations */
+#  if defined(COMPILING_FFTW) /* defined in api.h when compiling FFTW */
+#    define FFTW_EXTERN extern __declspec(dllexport) 
+#  else /* user is calling FFTW; import symbol */
+#    define FFTW_EXTERN extern __declspec(dllimport) 
+#  endif
+#else
+#  define FFTW_EXTERN extern
+#endif
+
+enum fftw_r2r_kind_do_not_use_me {
+     FFTW_R2HC=0, FFTW_HC2R=1, FFTW_DHT=2,
+     FFTW_REDFT00=3, FFTW_REDFT01=4, FFTW_REDFT10=5, FFTW_REDFT11=6,
+     FFTW_RODFT00=7, FFTW_RODFT01=8, FFTW_RODFT10=9, FFTW_RODFT11=10
+};
+
+struct fftw_iodim_do_not_use_me {
+     int n;                     /* dimension size */
+     int is;			/* input stride */
+     int os;			/* output stride */
+};
+
+#include <stddef.h> /* for ptrdiff_t */
+struct fftw_iodim64_do_not_use_me {
+     ptrdiff_t n;                     /* dimension size */
+     ptrdiff_t is;			/* input stride */
+     ptrdiff_t os;			/* output stride */
+};
+
+typedef void (*fftw_write_char_func_do_not_use_me)(char c, void *);
+typedef int (*fftw_read_char_func_do_not_use_me)(void *);
+
+/*
+  huge second-order macro that defines prototypes for all API
+  functions.  We expand this macro for each supported precision
+ 
+  X: name-mangling macro
+  R: real data type
+  C: complex data type
+*/
+
+#define FFTW_DEFINE_API(X, R, C)					   \
+									   \
+FFTW_DEFINE_COMPLEX(R, C);						   \
+									   \
+typedef struct X(plan_s) *X(plan);					   \
+									   \
+typedef struct fftw_iodim_do_not_use_me X(iodim);			   \
+typedef struct fftw_iodim64_do_not_use_me X(iodim64);			   \
+									   \
+typedef enum fftw_r2r_kind_do_not_use_me X(r2r_kind);			   \
+									   \
+typedef fftw_write_char_func_do_not_use_me X(write_char_func);		   \
+typedef fftw_read_char_func_do_not_use_me X(read_char_func);		   \
+									   \
+FFTW_EXTERN void X(execute)(const X(plan) p);				   \
+									   \
+FFTW_EXTERN X(plan) X(plan_dft)(int rank, const int *n,			   \
+		    C *in, C *out, int sign, unsigned flags);		   \
+									   \
+FFTW_EXTERN X(plan) X(plan_dft_1d)(int n, C *in, C *out, int sign,	   \
+		       unsigned flags);					   \
+FFTW_EXTERN X(plan) X(plan_dft_2d)(int n0, int n1,			   \
+		       C *in, C *out, int sign, unsigned flags);	   \
+FFTW_EXTERN X(plan) X(plan_dft_3d)(int n0, int n1, int n2,		   \
+		       C *in, C *out, int sign, unsigned flags);	   \
+									   \
+FFTW_EXTERN X(plan) X(plan_many_dft)(int rank, const int *n,		   \
+                         int howmany,					   \
+                         C *in, const int *inembed,			   \
+                         int istride, int idist,			   \
+                         C *out, const int *onembed,			   \
+                         int ostride, int odist,			   \
+                         int sign, unsigned flags);			   \
+									   \
+FFTW_EXTERN X(plan) X(plan_guru_dft)(int rank, const X(iodim) *dims,	   \
+			 int howmany_rank,				   \
+			 const X(iodim) *howmany_dims,			   \
+			 C *in, C *out,					   \
+			 int sign, unsigned flags);			   \
+FFTW_EXTERN X(plan) X(plan_guru_split_dft)(int rank, const X(iodim) *dims, \
+			 int howmany_rank,				   \
+			 const X(iodim) *howmany_dims,			   \
+			 R *ri, R *ii, R *ro, R *io,			   \
+			 unsigned flags);				   \
+									   \
+FFTW_EXTERN X(plan) X(plan_guru64_dft)(int rank,			   \
+                         const X(iodim64) *dims,			   \
+			 int howmany_rank,				   \
+			 const X(iodim64) *howmany_dims,		   \
+			 C *in, C *out,					   \
+			 int sign, unsigned flags);			   \
+FFTW_EXTERN X(plan) X(plan_guru64_split_dft)(int rank,			   \
+                         const X(iodim64) *dims,			   \
+			 int howmany_rank,				   \
+			 const X(iodim64) *howmany_dims,		   \
+			 R *ri, R *ii, R *ro, R *io,			   \
+			 unsigned flags);				   \
+									   \
+FFTW_EXTERN void X(execute_dft)(const X(plan) p, C *in, C *out);	   \
+FFTW_EXTERN void X(execute_split_dft)(const X(plan) p, R *ri, R *ii,	   \
+                                      R *ro, R *io);			   \
+									   \
+FFTW_EXTERN X(plan) X(plan_many_dft_r2c)(int rank, const int *n,	   \
+                             int howmany,				   \
+                             R *in, const int *inembed,			   \
+                             int istride, int idist,			   \
+                             C *out, const int *onembed,		   \
+                             int ostride, int odist,			   \
+                             unsigned flags);				   \
+									   \
+FFTW_EXTERN X(plan) X(plan_dft_r2c)(int rank, const int *n,		   \
+                        R *in, C *out, unsigned flags);			   \
+									   \
+FFTW_EXTERN X(plan) X(plan_dft_r2c_1d)(int n,R *in,C *out,unsigned flags); \
+FFTW_EXTERN X(plan) X(plan_dft_r2c_2d)(int n0, int n1,			   \
+			   R *in, C *out, unsigned flags);		   \
+FFTW_EXTERN X(plan) X(plan_dft_r2c_3d)(int n0, int n1,			   \
+			   int n2,					   \
+			   R *in, C *out, unsigned flags);		   \
+									   \
+									   \
+FFTW_EXTERN X(plan) X(plan_many_dft_c2r)(int rank, const int *n,	   \
+			     int howmany,				   \
+			     C *in, const int *inembed,			   \
+			     int istride, int idist,			   \
+			     R *out, const int *onembed,		   \
+			     int ostride, int odist,			   \
+			     unsigned flags);				   \
+									   \
+FFTW_EXTERN X(plan) X(plan_dft_c2r)(int rank, const int *n,		   \
+                        C *in, R *out, unsigned flags);			   \
+									   \
+FFTW_EXTERN X(plan) X(plan_dft_c2r_1d)(int n,C *in,R *out,unsigned flags); \
+FFTW_EXTERN X(plan) X(plan_dft_c2r_2d)(int n0, int n1,			   \
+			   C *in, R *out, unsigned flags);		   \
+FFTW_EXTERN X(plan) X(plan_dft_c2r_3d)(int n0, int n1,			   \
+			   int n2,					   \
+			   C *in, R *out, unsigned flags);		   \
+									   \
+FFTW_EXTERN X(plan) X(plan_guru_dft_r2c)(int rank, const X(iodim) *dims,   \
+			     int howmany_rank,				   \
+			     const X(iodim) *howmany_dims,		   \
+			     R *in, C *out,				   \
+			     unsigned flags);				   \
+FFTW_EXTERN X(plan) X(plan_guru_dft_c2r)(int rank, const X(iodim) *dims,   \
+			     int howmany_rank,				   \
+			     const X(iodim) *howmany_dims,		   \
+			     C *in, R *out,				   \
+			     unsigned flags);				   \
+									   \
+FFTW_EXTERN X(plan) X(plan_guru_split_dft_r2c)(				   \
+                             int rank, const X(iodim) *dims,		   \
+			     int howmany_rank,				   \
+			     const X(iodim) *howmany_dims,		   \
+			     R *in, R *ro, R *io,			   \
+			     unsigned flags);				   \
+FFTW_EXTERN X(plan) X(plan_guru_split_dft_c2r)(				   \
+                             int rank, const X(iodim) *dims,		   \
+			     int howmany_rank,				   \
+			     const X(iodim) *howmany_dims,		   \
+			     R *ri, R *ii, R *out,			   \
+			     unsigned flags);				   \
+									   \
+FFTW_EXTERN X(plan) X(plan_guru64_dft_r2c)(int rank,			   \
+                             const X(iodim64) *dims,			   \
+			     int howmany_rank,				   \
+			     const X(iodim64) *howmany_dims,		   \
+			     R *in, C *out,				   \
+			     unsigned flags);				   \
+FFTW_EXTERN X(plan) X(plan_guru64_dft_c2r)(int rank,			   \
+                             const X(iodim64) *dims,			   \
+			     int howmany_rank,				   \
+			     const X(iodim64) *howmany_dims,		   \
+			     C *in, R *out,				   \
+			     unsigned flags);				   \
+									   \
+FFTW_EXTERN X(plan) X(plan_guru64_split_dft_r2c)(			   \
+                             int rank, const X(iodim64) *dims,		   \
+			     int howmany_rank,				   \
+			     const X(iodim64) *howmany_dims,		   \
+			     R *in, R *ro, R *io,			   \
+			     unsigned flags);				   \
+FFTW_EXTERN X(plan) X(plan_guru64_split_dft_c2r)(			   \
+                             int rank, const X(iodim64) *dims,		   \
+			     int howmany_rank,				   \
+			     const X(iodim64) *howmany_dims,		   \
+			     R *ri, R *ii, R *out,			   \
+			     unsigned flags);				   \
+									   \
+FFTW_EXTERN void X(execute_dft_r2c)(const X(plan) p, R *in, C *out);	   \
+FFTW_EXTERN void X(execute_dft_c2r)(const X(plan) p, C *in, R *out);	   \
+									   \
+FFTW_EXTERN void X(execute_split_dft_r2c)(const X(plan) p,		   \
+                                          R *in, R *ro, R *io);		   \
+FFTW_EXTERN void X(execute_split_dft_c2r)(const X(plan) p,		   \
+                                          R *ri, R *ii, R *out);	   \
+									   \
+FFTW_EXTERN X(plan) X(plan_many_r2r)(int rank, const int *n,		   \
+                         int howmany,					   \
+                         R *in, const int *inembed,			   \
+                         int istride, int idist,			   \
+                         R *out, const int *onembed,			   \
+                         int ostride, int odist,			   \
+                         const X(r2r_kind) *kind, unsigned flags);	   \
+									   \
+FFTW_EXTERN X(plan) X(plan_r2r)(int rank, const int *n, R *in, R *out,	   \
+                    const X(r2r_kind) *kind, unsigned flags);		   \
+									   \
+FFTW_EXTERN X(plan) X(plan_r2r_1d)(int n, R *in, R *out,		   \
+                       X(r2r_kind) kind, unsigned flags);		   \
+FFTW_EXTERN X(plan) X(plan_r2r_2d)(int n0, int n1, R *in, R *out,	   \
+                       X(r2r_kind) kind0, X(r2r_kind) kind1,		   \
+                       unsigned flags);					   \
+FFTW_EXTERN X(plan) X(plan_r2r_3d)(int n0, int n1, int n2,		   \
+                       R *in, R *out, X(r2r_kind) kind0,		   \
+                       X(r2r_kind) kind1, X(r2r_kind) kind2,		   \
+                       unsigned flags);					   \
+									   \
+FFTW_EXTERN X(plan) X(plan_guru_r2r)(int rank, const X(iodim) *dims,	   \
+                         int howmany_rank,				   \
+                         const X(iodim) *howmany_dims,			   \
+                         R *in, R *out,					   \
+                         const X(r2r_kind) *kind, unsigned flags);	   \
+									   \
+FFTW_EXTERN X(plan) X(plan_guru64_r2r)(int rank, const X(iodim64) *dims,   \
+                         int howmany_rank,				   \
+                         const X(iodim64) *howmany_dims,		   \
+                         R *in, R *out,					   \
+                         const X(r2r_kind) *kind, unsigned flags);	   \
+									   \
+FFTW_EXTERN void X(execute_r2r)(const X(plan) p, R *in, R *out);	   \
+									   \
+FFTW_EXTERN void X(destroy_plan)(X(plan) p);				   \
+FFTW_EXTERN void X(forget_wisdom)(void);				   \
+FFTW_EXTERN void X(cleanup)(void);					   \
+									   \
+FFTW_EXTERN void X(set_timelimit)(double t);				   \
+									   \
+FFTW_EXTERN void X(plan_with_nthreads)(int nthreads);			   \
+FFTW_EXTERN int X(init_threads)(void);					   \
+FFTW_EXTERN void X(cleanup_threads)(void);				   \
+									   \
+FFTW_EXTERN int X(export_wisdom_to_filename)(const char *filename);	   \
+FFTW_EXTERN void X(export_wisdom_to_file)(FILE *output_file);		   \
+FFTW_EXTERN char *X(export_wisdom_to_string)(void);			   \
+FFTW_EXTERN void X(export_wisdom)(X(write_char_func) write_char,   	   \
+                                  void *data);				   \
+FFTW_EXTERN int X(import_system_wisdom)(void);				   \
+FFTW_EXTERN int X(import_wisdom_from_filename)(const char *filename);	   \
+FFTW_EXTERN int X(import_wisdom_from_file)(FILE *input_file);		   \
+FFTW_EXTERN int X(import_wisdom_from_string)(const char *input_string);	   \
+FFTW_EXTERN int X(import_wisdom)(X(read_char_func) read_char, void *data); \
+									   \
+FFTW_EXTERN void X(fprint_plan)(const X(plan) p, FILE *output_file);	   \
+FFTW_EXTERN void X(print_plan)(const X(plan) p);			   \
+FFTW_EXTERN char *X(sprint_plan)(const X(plan) p);			   \
+									   \
+FFTW_EXTERN void *X(malloc)(size_t n);					   \
+FFTW_EXTERN R *X(alloc_real)(size_t n);					   \
+FFTW_EXTERN C *X(alloc_complex)(size_t n);				   \
+FFTW_EXTERN void X(free)(void *p);					   \
+									   \
+FFTW_EXTERN void X(flops)(const X(plan) p,				   \
+                          double *add, double *mul, double *fmas);	   \
+FFTW_EXTERN double X(estimate_cost)(const X(plan) p);			   \
+FFTW_EXTERN double X(cost)(const X(plan) p);				   \
+									   \
+FFTW_EXTERN int X(alignment_of)(R *p);                                     \
+FFTW_EXTERN const char X(version)[];                                       \
+FFTW_EXTERN const char X(cc)[];						   \
+FFTW_EXTERN const char X(codelet_optim)[];
+
+
+/* end of FFTW_DEFINE_API macro */
+
+FFTW_DEFINE_API(FFTW_MANGLE_DOUBLE, double, fftw_complex)
+FFTW_DEFINE_API(FFTW_MANGLE_FLOAT, float, fftwf_complex)
+FFTW_DEFINE_API(FFTW_MANGLE_LONG_DOUBLE, long double, fftwl_complex)
+
+/* __float128 (quad precision) is a gcc extension on i386, x86_64, and ia64
+   for gcc >= 4.6 (compiled in FFTW with --enable-quad-precision) */
+#if (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 6)) \
+ && !(defined(__ICC) || defined(__INTEL_COMPILER)) \
+ && (defined(__i386__) || defined(__x86_64__) || defined(__ia64__))
+#  if !defined(FFTW_NO_Complex) && defined(_Complex_I) && defined(complex) && defined(I)
+/* note: __float128 is a typedef, which is not supported with the _Complex
+         keyword in gcc, so instead we use this ugly __attribute__ version.
+         However, we can't simply pass the __attribute__ version to
+         FFTW_DEFINE_API because the __attribute__ confuses gcc in pointer
+         types.  Hence redefining FFTW_DEFINE_COMPLEX.  Ugh. */
+#    undef FFTW_DEFINE_COMPLEX
+#    define FFTW_DEFINE_COMPLEX(R, C) typedef _Complex float __attribute__((mode(TC))) C
+#  endif
+FFTW_DEFINE_API(FFTW_MANGLE_QUAD, __float128, fftwq_complex)
+#endif
+
+#define FFTW_FORWARD (-1)
+#define FFTW_BACKWARD (+1)
+
+#define FFTW_NO_TIMELIMIT (-1.0)
+
+/* documented flags */
+#define FFTW_MEASURE (0U)
+#define FFTW_DESTROY_INPUT (1U << 0)
+#define FFTW_UNALIGNED (1U << 1)
+#define FFTW_CONSERVE_MEMORY (1U << 2)
+#define FFTW_EXHAUSTIVE (1U << 3) /* NO_EXHAUSTIVE is default */
+#define FFTW_PRESERVE_INPUT (1U << 4) /* cancels FFTW_DESTROY_INPUT */
+#define FFTW_PATIENT (1U << 5) /* IMPATIENT is default */
+#define FFTW_ESTIMATE (1U << 6)
+#define FFTW_WISDOM_ONLY (1U << 21)
+
+/* undocumented beyond-guru flags */
+#define FFTW_ESTIMATE_PATIENT (1U << 7)
+#define FFTW_BELIEVE_PCOST (1U << 8)
+#define FFTW_NO_DFT_R2HC (1U << 9)
+#define FFTW_NO_NONTHREADED (1U << 10)
+#define FFTW_NO_BUFFERING (1U << 11)
+#define FFTW_NO_INDIRECT_OP (1U << 12)
+#define FFTW_ALLOW_LARGE_GENERIC (1U << 13) /* NO_LARGE_GENERIC is default */
+#define FFTW_NO_RANK_SPLITS (1U << 14)
+#define FFTW_NO_VRANK_SPLITS (1U << 15)
+#define FFTW_NO_VRECURSE (1U << 16)
+#define FFTW_NO_SIMD (1U << 17)
+#define FFTW_NO_SLOW (1U << 18)
+#define FFTW_NO_FIXED_RADIX_LARGE_N (1U << 19)
+#define FFTW_ALLOW_PRUNING (1U << 20)
+
+#ifdef __cplusplus
+}  /* extern "C" */
+#endif /* __cplusplus */
+
+#endif /* FFTW3_H */

lib/lattice/Lattice_ET.h

@@ -1,44 +1,74 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid
+
+Source file: ./lib/lattice/Lattice_ET.h
+
+Copyright (C) 2015
+
+Author: Azusa Yamaguchi <ayamaguc@staffmail.ed.ac.uk>
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+Author: neo <cossu@post.kek.jp>
+
+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, write to the Free Software Foundation, Inc.,
+51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+See the full license in the file "LICENSE" in the top level distribution
+directory
+*************************************************************************************/
+/*  END LEGAL */
 #ifndef GRID_LATTICE_ET_H
 #define GRID_LATTICE_ET_H
 
 #include <iostream>
-#include <vector>
 #include <tuple>
 #include <typeinfo>
+#include <vector>
 
 namespace Grid {
 
-  ////////////////////////////////////////////////////
+////////////////////////////////////////////////////
-  // Predicated where support
+// Predicated where support
-  ////////////////////////////////////////////////////
+////////////////////////////////////////////////////
-  template<class iobj,class vobj,class robj>
+template <class iobj, class vobj, class robj>
-    inline vobj predicatedWhere(const iobj &predicate,const vobj &iftrue,const robj &iffalse) {
+inline vobj predicatedWhere(const iobj &predicate, const vobj &iftrue,
+                            const robj &iffalse) {
+  typename std::remove_const<vobj>::type ret;
 
-    typename std::remove_const<vobj>::type ret;
+  typedef typename vobj::scalar_object scalar_object;
+  typedef typename vobj::scalar_type scalar_type;
+  typedef typename vobj::vector_type vector_type;
 
-    typedef typename vobj::scalar_object scalar_object;
+  const int Nsimd = vobj::vector_type::Nsimd();
-    typedef typename vobj::scalar_type scalar_type;
+  const int words = sizeof(vobj) / sizeof(vector_type);
-    typedef typename vobj::vector_type vector_type;
 
-    const int Nsimd = vobj::vector_type::Nsimd();
+  std::vector<Integer> mask(Nsimd);
-    const int words = sizeof(vobj)/sizeof(vector_type);
+  std::vector<scalar_object> truevals(Nsimd);
+  std::vector<scalar_object> falsevals(Nsimd);
 
-    std::vector<Integer> mask(Nsimd);
+  extract(iftrue, truevals);
-    std::vector<scalar_object> truevals (Nsimd);
+  extract(iffalse, falsevals);
-    std::vector<scalar_object> falsevals(Nsimd);
+  extract<vInteger, Integer>(TensorRemove(predicate), mask);
 
-    extract(iftrue   ,truevals);
+  for (int s = 0; s < Nsimd; s++) {
-    extract(iffalse  ,falsevals);
+    if (mask[s]) falsevals[s] = truevals[s];
-    extract<vInteger,Integer>(TensorRemove(predicate),mask);
-
-    for(int s=0;s<Nsimd;s++){
-      if (mask[s]) falsevals[s]=truevals[s];
-    }
-
-    merge(ret,falsevals);
-    return ret;
   }
 
+  merge(ret, falsevals);
+  return ret;
+}
+
 ////////////////////////////////////////////
 // recursive evaluation of expressions; Could
 // switch to generic approach with variadics, a la
@@ -46,303 +76,351 @@ namespace Grid {
 // from tuple is hideous; C++14 introduces std::make_index_sequence for this
 ////////////////////////////////////////////
 
+// leaf eval of lattice ; should enable if protect using traits
 
-//leaf eval of lattice ; should enable if protect using traits
+template <typename T>
+using is_lattice = std::is_base_of<LatticeBase, T>;
 
-template <typename T> using is_lattice      = std::is_base_of<LatticeBase,T >;
+template <typename T>
+using is_lattice_expr = std::is_base_of<LatticeExpressionBase, T>;
 
 template <typename T> using is_lattice_expr = std::is_base_of<LatticeExpressionBase,T >;
 
+//Specialization of getVectorType for lattices
+template<typename T>
+struct getVectorType<Lattice<T> >{
+  typedef typename Lattice<T>::vector_object type;
+};
+ 
 template<class sobj>
 inline sobj eval(const unsigned int ss, const sobj &arg)
 {
   return arg;
 }
-template<class lobj>
+template <class lobj>
-inline const lobj &eval(const unsigned int ss, const Lattice<lobj> &arg)
+inline const lobj &eval(const unsigned int ss, const Lattice<lobj> &arg) {
-{
+  return arg._odata[ss];
-    return arg._odata[ss];
 }
 
 // handle nodes in syntax tree
 template <typename Op, typename T1>
-auto inline eval(const unsigned int ss, const LatticeUnaryExpression<Op,T1 > &expr) // eval one operand
+auto inline eval(
-  -> decltype(expr.first.func(eval(ss,std::get<0>(expr.second))))
+    const unsigned int ss,
-{
+    const LatticeUnaryExpression<Op, T1> &expr)  // eval one operand
-  return expr.first.func(eval(ss,std::get<0>(expr.second)));
+    -> decltype(expr.first.func(eval(ss, std::get<0>(expr.second)))) {
+  return expr.first.func(eval(ss, std::get<0>(expr.second)));
 }
 
 template <typename Op, typename T1, typename T2>
-auto inline eval(const unsigned int ss, const LatticeBinaryExpression<Op,T1,T2> &expr) // eval two operands
+auto inline eval(
-  -> decltype(expr.first.func(eval(ss,std::get<0>(expr.second)),eval(ss,std::get<1>(expr.second))))
+    const unsigned int ss,
-{
+    const LatticeBinaryExpression<Op, T1, T2> &expr)  // eval two operands
-  return expr.first.func(eval(ss,std::get<0>(expr.second)),eval(ss,std::get<1>(expr.second)));
+    -> decltype(expr.first.func(eval(ss, std::get<0>(expr.second)),
+                                eval(ss, std::get<1>(expr.second)))) {
+  return expr.first.func(eval(ss, std::get<0>(expr.second)),
+                         eval(ss, std::get<1>(expr.second)));
 }
 
 template <typename Op, typename T1, typename T2, typename T3>
-auto inline eval(const unsigned int ss, const LatticeTrinaryExpression<Op,T1,T2,T3 > &expr) // eval three operands
+auto inline eval(const unsigned int ss,
-  -> decltype(expr.first.func(eval(ss,std::get<0>(expr.second)),eval(ss,std::get<1>(expr.second)),eval(ss,std::get<2>(expr.second))))
+                 const LatticeTrinaryExpression<Op, T1, T2, T3>
-{
+                     &expr)  // eval three operands
-  return expr.first.func(eval(ss,std::get<0>(expr.second)),eval(ss,std::get<1>(expr.second)),eval(ss,std::get<2>(expr.second)) );
+    -> decltype(expr.first.func(eval(ss, std::get<0>(expr.second)),
+                                eval(ss, std::get<1>(expr.second)),
+                                eval(ss, std::get<2>(expr.second)))) {
+  return expr.first.func(eval(ss, std::get<0>(expr.second)),
+                         eval(ss, std::get<1>(expr.second)),
+                         eval(ss, std::get<2>(expr.second)));
 }
 
 //////////////////////////////////////////////////////////////////////////
-// Obtain the grid from an expression, ensuring conformable. This must follow a tree recursion
+// Obtain the grid from an expression, ensuring conformable. This must follow a
+// tree recursion
 //////////////////////////////////////////////////////////////////////////
-template<class T1, typename std::enable_if<is_lattice<T1>::value, T1>::type * =nullptr >
+template <class T1,
-inline void GridFromExpression(GridBase * &grid,const T1& lat)   // Lattice leaf
+          typename std::enable_if<is_lattice<T1>::value, T1>::type * = nullptr>
-{
+inline void GridFromExpression(GridBase *&grid, const T1 &lat)  // Lattice leaf
-  if ( grid ) {
-    conformable(grid,lat._grid);
-  } 
-  grid=lat._grid;
-}
-template<class T1,typename std::enable_if<!is_lattice<T1>::value, T1>::type * = nullptr >
-inline void GridFromExpression(GridBase * &grid,const T1& notlat)   // non-lattice leaf
 {
+  if (grid) {
+    conformable(grid, lat._grid);
+  }
+  grid = lat._grid;
 }
+template <class T1,
+          typename std::enable_if<!is_lattice<T1>::value, T1>::type * = nullptr>
+inline void GridFromExpression(GridBase *&grid,
+                               const T1 &notlat)  // non-lattice leaf
+{}
 template <typename Op, typename T1>
-inline void GridFromExpression(GridBase * &grid,const LatticeUnaryExpression<Op,T1 > &expr)
+inline void GridFromExpression(GridBase *&grid,
-{
+                               const LatticeUnaryExpression<Op, T1> &expr) {
-  GridFromExpression(grid,std::get<0>(expr.second));// recurse 
+  GridFromExpression(grid, std::get<0>(expr.second));  // recurse
 }
 
 template <typename Op, typename T1, typename T2>
-inline void GridFromExpression(GridBase * &grid,const LatticeBinaryExpression<Op,T1,T2> &expr) 
+inline void GridFromExpression(
-{
+    GridBase *&grid, const LatticeBinaryExpression<Op, T1, T2> &expr) {
-  GridFromExpression(grid,std::get<0>(expr.second));// recurse
+  GridFromExpression(grid, std::get<0>(expr.second));  // recurse
-  GridFromExpression(grid,std::get<1>(expr.second));
+  GridFromExpression(grid, std::get<1>(expr.second));
 }
 template <typename Op, typename T1, typename T2, typename T3>
-inline void GridFromExpression( GridBase * &grid,const LatticeTrinaryExpression<Op,T1,T2,T3 > &expr) 
+inline void GridFromExpression(
-{
+    GridBase *&grid, const LatticeTrinaryExpression<Op, T1, T2, T3> &expr) {
-  GridFromExpression(grid,std::get<0>(expr.second));// recurse
+  GridFromExpression(grid, std::get<0>(expr.second));  // recurse
-  GridFromExpression(grid,std::get<1>(expr.second));
+  GridFromExpression(grid, std::get<1>(expr.second));
-  GridFromExpression(grid,std::get<2>(expr.second));
+  GridFromExpression(grid, std::get<2>(expr.second));
 }
 
-
 //////////////////////////////////////////////////////////////////////////
-// Obtain the CB from an expression, ensuring conformable. This must follow a tree recursion
+// Obtain the CB from an expression, ensuring conformable. This must follow a
+// tree recursion
 //////////////////////////////////////////////////////////////////////////
-template<class T1, typename std::enable_if<is_lattice<T1>::value, T1>::type * =nullptr >
+template <class T1,
-inline void CBFromExpression(int &cb,const T1& lat)   // Lattice leaf
+          typename std::enable_if<is_lattice<T1>::value, T1>::type * = nullptr>
+inline void CBFromExpression(int &cb, const T1 &lat)  // Lattice leaf
 {
-  if ( (cb==Odd) || (cb==Even) ) {
+  if ((cb == Odd) || (cb == Even)) {
-    assert(cb==lat.checkerboard);
+    assert(cb == lat.checkerboard);
-  } 
+  }
-  cb=lat.checkerboard;
+  cb = lat.checkerboard;
   //  std::cout<<GridLogMessage<<"Lattice leaf cb "<<cb<<std::endl;
 }
-template<class T1,typename std::enable_if<!is_lattice<T1>::value, T1>::type * = nullptr >
+template <class T1,
-inline void CBFromExpression(int &cb,const T1& notlat)   // non-lattice leaf
+          typename std::enable_if<!is_lattice<T1>::value, T1>::type * = nullptr>
+inline void CBFromExpression(int &cb, const T1 &notlat)  // non-lattice leaf
 {
   //  std::cout<<GridLogMessage<<"Non lattice leaf cb"<<cb<<std::endl;
 }
 template <typename Op, typename T1>
-inline void CBFromExpression(int &cb,const LatticeUnaryExpression<Op,T1 > &expr)
+inline void CBFromExpression(int &cb,
-{
+                             const LatticeUnaryExpression<Op, T1> &expr) {
-  CBFromExpression(cb,std::get<0>(expr.second));// recurse 
+  CBFromExpression(cb, std::get<0>(expr.second));  // recurse
   //  std::cout<<GridLogMessage<<"Unary node cb "<<cb<<std::endl;
 }
 
 template <typename Op, typename T1, typename T2>
-inline void CBFromExpression(int &cb,const LatticeBinaryExpression<Op,T1,T2> &expr) 
+inline void CBFromExpression(int &cb,
-{
+                             const LatticeBinaryExpression<Op, T1, T2> &expr) {
-  CBFromExpression(cb,std::get<0>(expr.second));// recurse
+  CBFromExpression(cb, std::get<0>(expr.second));  // recurse
-  CBFromExpression(cb,std::get<1>(expr.second));
+  CBFromExpression(cb, std::get<1>(expr.second));
   //  std::cout<<GridLogMessage<<"Binary node cb "<<cb<<std::endl;
 }
 template <typename Op, typename T1, typename T2, typename T3>
-inline void CBFromExpression( int &cb,const LatticeTrinaryExpression<Op,T1,T2,T3 > &expr) 
+inline void CBFromExpression(
-{
+    int &cb, const LatticeTrinaryExpression<Op, T1, T2, T3> &expr) {
-  CBFromExpression(cb,std::get<0>(expr.second));// recurse
+  CBFromExpression(cb, std::get<0>(expr.second));  // recurse
-  CBFromExpression(cb,std::get<1>(expr.second));
+  CBFromExpression(cb, std::get<1>(expr.second));
-  CBFromExpression(cb,std::get<2>(expr.second));
+  CBFromExpression(cb, std::get<2>(expr.second));
   //  std::cout<<GridLogMessage<<"Trinary node cb "<<cb<<std::endl;
 }
 
 ////////////////////////////////////////////
 // Unary operators and funcs
 ////////////////////////////////////////////
-#define GridUnopClass(name,ret)\
+#define GridUnopClass(name, ret)                                          \
-template <class arg> struct name\
+  template <class arg>                                                    \
-{\
+  struct name {                                                           \
-  static auto inline func(const arg a)-> decltype(ret) { return ret; } \
+    static auto inline func(const arg a) -> decltype(ret) { return ret; } \
-};
+  };
 
-GridUnopClass(UnarySub,-a);
+GridUnopClass(UnarySub, -a);
-GridUnopClass(UnaryNot,Not(a));
+GridUnopClass(UnaryNot, Not(a));
-GridUnopClass(UnaryAdj,adj(a));
+GridUnopClass(UnaryAdj, adj(a));
-GridUnopClass(UnaryConj,conjugate(a));
+GridUnopClass(UnaryConj, conjugate(a));
-GridUnopClass(UnaryTrace,trace(a));
+GridUnopClass(UnaryTrace, trace(a));
-GridUnopClass(UnaryTranspose,transpose(a));
+GridUnopClass(UnaryTranspose, transpose(a));
-GridUnopClass(UnaryTa,Ta(a));
+GridUnopClass(UnaryTa, Ta(a));
-GridUnopClass(UnaryProjectOnGroup,ProjectOnGroup(a));
+GridUnopClass(UnaryProjectOnGroup, ProjectOnGroup(a));
-GridUnopClass(UnaryReal,real(a));
+GridUnopClass(UnaryReal, real(a));
-GridUnopClass(UnaryImag,imag(a));
+GridUnopClass(UnaryImag, imag(a));
-GridUnopClass(UnaryToReal,toReal(a));
+GridUnopClass(UnaryToReal, toReal(a));
-GridUnopClass(UnaryToComplex,toComplex(a));
+GridUnopClass(UnaryToComplex, toComplex(a));
-GridUnopClass(UnaryAbs,abs(a));
+GridUnopClass(UnaryTimesI, timesI(a));
-GridUnopClass(UnarySqrt,sqrt(a));
+GridUnopClass(UnaryTimesMinusI, timesMinusI(a));
-GridUnopClass(UnaryRsqrt,rsqrt(a));
+GridUnopClass(UnaryAbs, abs(a));
-GridUnopClass(UnarySin,sin(a));
+GridUnopClass(UnarySqrt, sqrt(a));
-GridUnopClass(UnaryCos,cos(a));
+GridUnopClass(UnaryRsqrt, rsqrt(a));
-GridUnopClass(UnaryLog,log(a));
+GridUnopClass(UnarySin, sin(a));
-GridUnopClass(UnaryExp,exp(a));
+GridUnopClass(UnaryCos, cos(a));
+GridUnopClass(UnaryAsin, asin(a));
+GridUnopClass(UnaryAcos, acos(a));
+GridUnopClass(UnaryLog, log(a));
+GridUnopClass(UnaryExp, exp(a));
 
 ////////////////////////////////////////////
 // Binary operators
 ////////////////////////////////////////////
-#define GridBinOpClass(name,combination)\
+#define GridBinOpClass(name, combination)                      \
-template <class left,class right>\
+  template <class left, class right>                           \
-struct name\
+  struct name {                                                \
-{\
+    static auto inline func(const left &lhs, const right &rhs) \
-  static auto inline func(const left &lhs,const right &rhs)-> decltype(combination) const \
+        -> decltype(combination) const {                       \
-    {\
+      return combination;                                      \
-      return combination;\
+    }                                                          \
-    }\
+  }
-}
+GridBinOpClass(BinaryAdd, lhs + rhs);
-GridBinOpClass(BinaryAdd,lhs+rhs);
+GridBinOpClass(BinarySub, lhs - rhs);
-GridBinOpClass(BinarySub,lhs-rhs);
+GridBinOpClass(BinaryMul, lhs *rhs);
-GridBinOpClass(BinaryMul,lhs*rhs);
 
-GridBinOpClass(BinaryAnd   ,lhs&rhs);
+GridBinOpClass(BinaryAnd, lhs &rhs);
-GridBinOpClass(BinaryOr    ,lhs|rhs);
+GridBinOpClass(BinaryOr, lhs | rhs);
-GridBinOpClass(BinaryAndAnd,lhs&&rhs);
+GridBinOpClass(BinaryAndAnd, lhs &&rhs);
-GridBinOpClass(BinaryOrOr  ,lhs||rhs);
+GridBinOpClass(BinaryOrOr, lhs || rhs);
 
 ////////////////////////////////////////////////////
 // Trinary conditional op
 ////////////////////////////////////////////////////
-#define GridTrinOpClass(name,combination)\
+#define GridTrinOpClass(name, combination)                                     \
-template <class predicate,class left, class right>	\
+  template <class predicate, class left, class right>                          \
-struct name\
+  struct name {                                                                \
-{\
+    static auto inline func(const predicate &pred, const left &lhs,            \
-  static auto inline func(const predicate &pred,const left &lhs,const right &rhs)-> decltype(combination) const \
+                            const right &rhs) -> decltype(combination) const { \
-    {\
+      return combination;                                                      \
-      return combination;\
+    }                                                                          \
-    }\
+  }
-}
 
-GridTrinOpClass(TrinaryWhere,(predicatedWhere<predicate, \
+GridTrinOpClass(
-			       typename std::remove_reference<left>::type, \
+    TrinaryWhere,
-			       typename std::remove_reference<right>::type> (pred,lhs,rhs)));
+    (predicatedWhere<predicate, typename std::remove_reference<left>::type,
+                     typename std::remove_reference<right>::type>(pred, lhs,
+                                                                  rhs)));
 
 ////////////////////////////////////////////
 // Operator syntactical glue
 ////////////////////////////////////////////
- 
-#define GRID_UNOP(name)   name<decltype(eval(0, arg))>
-#define GRID_BINOP(name)  name<decltype(eval(0, lhs)), decltype(eval(0, rhs))>
-#define GRID_TRINOP(name) name<decltype(eval(0, pred)), decltype(eval(0, lhs)), decltype(eval(0, rhs))>
 
-#define GRID_DEF_UNOP(op, name)\
+#define GRID_UNOP(name) name<decltype(eval(0, arg))>
-template <typename T1,\
+#define GRID_BINOP(name) name<decltype(eval(0, lhs)), decltype(eval(0, rhs))>
-  typename std::enable_if<is_lattice<T1>::value||is_lattice_expr<T1>::value, T1>::type* = nullptr> inline auto op(const T1 &arg) \
+#define GRID_TRINOP(name) \
-  -> decltype(LatticeUnaryExpression<GRID_UNOP(name),const T1&>(std::make_pair(GRID_UNOP(name)(),std::forward_as_tuple(arg)))) \
+  name<decltype(eval(0, pred)), decltype(eval(0, lhs)), decltype(eval(0, rhs))>
-{ return LatticeUnaryExpression<GRID_UNOP(name), const T1 &>(std::make_pair(GRID_UNOP(name)(),std::forward_as_tuple(arg))); }
 
-#define GRID_BINOP_LEFT(op, name)\
+#define GRID_DEF_UNOP(op, name)                                             \
-template <typename T1,typename T2,\
+  template <typename T1,                                                    \
-          typename std::enable_if<is_lattice<T1>::value||is_lattice_expr<T1>::value, T1>::type* = nullptr>\
+            typename std::enable_if<is_lattice<T1>::value ||                \
-inline auto op(const T1 &lhs,const T2&rhs) \
+                                        is_lattice_expr<T1>::value,         \
-  -> decltype(LatticeBinaryExpression<GRID_BINOP(name),const T1&,const T2 &>(std::make_pair(GRID_BINOP(name)(),\
+                                    T1>::type * = nullptr>                  \
-											    std::forward_as_tuple(lhs, rhs)))) \
+  inline auto op(const T1 &arg)                                             \
-{\
+      ->decltype(LatticeUnaryExpression<GRID_UNOP(name), const T1 &>(       \
- return LatticeBinaryExpression<GRID_BINOP(name), const T1 &, const T2 &>(std::make_pair(GRID_BINOP(name)(),\
+          std::make_pair(GRID_UNOP(name)(), std::forward_as_tuple(arg)))) { \
-									  std::forward_as_tuple(lhs, rhs))); \
+    return LatticeUnaryExpression<GRID_UNOP(name), const T1 &>(             \
-}
+        std::make_pair(GRID_UNOP(name)(), std::forward_as_tuple(arg)));     \
+  }
 
-#define GRID_BINOP_RIGHT(op, name)\
+#define GRID_BINOP_LEFT(op, name)                                             \
- template <typename T1,typename T2,\
+  template <typename T1, typename T2,                                         \
-           typename std::enable_if<!is_lattice<T1>::value && !is_lattice_expr<T1>::value, T1>::type* = nullptr,\
+            typename std::enable_if<is_lattice<T1>::value ||                  \
-           typename std::enable_if< is_lattice<T2>::value ||  is_lattice_expr<T2>::value, T2>::type* = nullptr> \
+                                        is_lattice_expr<T1>::value,           \
-inline auto op(const T1 &lhs,const T2&rhs)			\
+                                    T1>::type * = nullptr>                    \
-  -> decltype(LatticeBinaryExpression<GRID_BINOP(name),const T1&,const T2 &>(std::make_pair(GRID_BINOP(name)(),\
+  inline auto op(const T1 &lhs, const T2 &rhs)                                \
-											    std::forward_as_tuple(lhs, rhs)))) \
+      ->decltype(                                                             \
-{\
+          LatticeBinaryExpression<GRID_BINOP(name), const T1 &, const T2 &>(  \
- return LatticeBinaryExpression<GRID_BINOP(name), const T1 &, const T2 &>(std::make_pair(GRID_BINOP(name)(),\
+              std::make_pair(GRID_BINOP(name)(),                              \
-								          std::forward_as_tuple(lhs, rhs))); \
+                             std::forward_as_tuple(lhs, rhs)))) {             \
-}
+    return LatticeBinaryExpression<GRID_BINOP(name), const T1 &, const T2 &>( \
+        std::make_pair(GRID_BINOP(name)(), std::forward_as_tuple(lhs, rhs))); \
+  }
 
-#define GRID_DEF_BINOP(op, name)\
+#define GRID_BINOP_RIGHT(op, name)                                            \
- GRID_BINOP_LEFT(op,name);\
+  template <typename T1, typename T2,                                         \
- GRID_BINOP_RIGHT(op,name);
+            typename std::enable_if<!is_lattice<T1>::value &&                 \
+                                        !is_lattice_expr<T1>::value,          \
+                                    T1>::type * = nullptr,                    \
+            typename std::enable_if<is_lattice<T2>::value ||                  \
+                                        is_lattice_expr<T2>::value,           \
+                                    T2>::type * = nullptr>                    \
+  inline auto op(const T1 &lhs, const T2 &rhs)                                \
+      ->decltype(                                                             \
+          LatticeBinaryExpression<GRID_BINOP(name), const T1 &, const T2 &>(  \
+              std::make_pair(GRID_BINOP(name)(),                              \
+                             std::forward_as_tuple(lhs, rhs)))) {             \
+    return LatticeBinaryExpression<GRID_BINOP(name), const T1 &, const T2 &>( \
+        std::make_pair(GRID_BINOP(name)(), std::forward_as_tuple(lhs, rhs))); \
+  }
 
+#define GRID_DEF_BINOP(op, name) \
+  GRID_BINOP_LEFT(op, name);     \
+  GRID_BINOP_RIGHT(op, name);
 
-#define GRID_DEF_TRINOP(op, name)\
+#define GRID_DEF_TRINOP(op, name)                                              \
-template <typename T1,typename T2,typename T3> inline auto op(const T1 &pred,const T2&lhs,const T3 &rhs) \
+  template <typename T1, typename T2, typename T3>                             \
-  -> decltype(LatticeTrinaryExpression<GRID_TRINOP(name),const T1&,const T2 &,const T3&>(std::make_pair(GRID_TRINOP(name)(),\
+  inline auto op(const T1 &pred, const T2 &lhs, const T3 &rhs)                 \
-										   std::forward_as_tuple(pred,lhs,rhs)))) \
+      ->decltype(                                                              \
-{\
+          LatticeTrinaryExpression<GRID_TRINOP(name), const T1 &, const T2 &,  \
-  return LatticeTrinaryExpression<GRID_TRINOP(name), const T1 &, const T2 &,const T3&>(std::make_pair(GRID_TRINOP(name)(), \
+                                   const T3 &>(std::make_pair(                 \
-										 std::forward_as_tuple(pred,lhs, rhs))); \
+              GRID_TRINOP(name)(), std::forward_as_tuple(pred, lhs, rhs)))) {  \
-}
+    return LatticeTrinaryExpression<GRID_TRINOP(name), const T1 &, const T2 &, \
+                                    const T3 &>(std::make_pair(                \
+        GRID_TRINOP(name)(), std::forward_as_tuple(pred, lhs, rhs)));          \
+  }
 ////////////////////////
-//Operator definitions
+// Operator definitions
 ////////////////////////
 
-GRID_DEF_UNOP(operator -,UnarySub);
+GRID_DEF_UNOP(operator-, UnarySub);
-GRID_DEF_UNOP(Not,UnaryNot);
+GRID_DEF_UNOP(Not, UnaryNot);
-GRID_DEF_UNOP(operator !,UnaryNot);
+GRID_DEF_UNOP(operator!, UnaryNot);
-GRID_DEF_UNOP(adj,UnaryAdj);
+GRID_DEF_UNOP(adj, UnaryAdj);
-GRID_DEF_UNOP(conjugate,UnaryConj);
+GRID_DEF_UNOP(conjugate, UnaryConj);
-GRID_DEF_UNOP(trace,UnaryTrace);
+GRID_DEF_UNOP(trace, UnaryTrace);
-GRID_DEF_UNOP(transpose,UnaryTranspose);
+GRID_DEF_UNOP(transpose, UnaryTranspose);
-GRID_DEF_UNOP(Ta,UnaryTa);
+GRID_DEF_UNOP(Ta, UnaryTa);
-GRID_DEF_UNOP(ProjectOnGroup,UnaryProjectOnGroup);
+GRID_DEF_UNOP(ProjectOnGroup, UnaryProjectOnGroup);
-GRID_DEF_UNOP(real,UnaryReal);
+GRID_DEF_UNOP(real, UnaryReal);
-GRID_DEF_UNOP(imag,UnaryImag);
+GRID_DEF_UNOP(imag, UnaryImag);
-GRID_DEF_UNOP(toReal,UnaryToReal);
+GRID_DEF_UNOP(toReal, UnaryToReal);
-GRID_DEF_UNOP(toComplex,UnaryToComplex);
+GRID_DEF_UNOP(toComplex, UnaryToComplex);
-GRID_DEF_UNOP(abs  ,UnaryAbs); //abs overloaded in cmath C++98; DON'T do the abs-fabs-dabs-labs thing
+GRID_DEF_UNOP(timesI, UnaryTimesI);
-GRID_DEF_UNOP(sqrt ,UnarySqrt);
+GRID_DEF_UNOP(timesMinusI, UnaryTimesMinusI);
-GRID_DEF_UNOP(rsqrt,UnaryRsqrt);
+GRID_DEF_UNOP(abs, UnaryAbs);  // abs overloaded in cmath C++98; DON'T do the
-GRID_DEF_UNOP(sin  ,UnarySin);
+                               // abs-fabs-dabs-labs thing
-GRID_DEF_UNOP(cos  ,UnaryCos);
+GRID_DEF_UNOP(sqrt, UnarySqrt);
-GRID_DEF_UNOP(log  ,UnaryLog);
+GRID_DEF_UNOP(rsqrt, UnaryRsqrt);
-GRID_DEF_UNOP(exp  ,UnaryExp);
+GRID_DEF_UNOP(sin, UnarySin);
+GRID_DEF_UNOP(cos, UnaryCos);
+GRID_DEF_UNOP(asin, UnaryAsin);
+GRID_DEF_UNOP(acos, UnaryAcos);
+GRID_DEF_UNOP(log, UnaryLog);
+GRID_DEF_UNOP(exp, UnaryExp);
 
-GRID_DEF_BINOP(operator+,BinaryAdd);
+GRID_DEF_BINOP(operator+, BinaryAdd);
-GRID_DEF_BINOP(operator-,BinarySub);
+GRID_DEF_BINOP(operator-, BinarySub);
-GRID_DEF_BINOP(operator*,BinaryMul);
+GRID_DEF_BINOP(operator*, BinaryMul);
 
-GRID_DEF_BINOP(operator&,BinaryAnd);
+GRID_DEF_BINOP(operator&, BinaryAnd);
-GRID_DEF_BINOP(operator|,BinaryOr);
+GRID_DEF_BINOP(operator|, BinaryOr);
-GRID_DEF_BINOP(operator&&,BinaryAndAnd);
+GRID_DEF_BINOP(operator&&, BinaryAndAnd);
-GRID_DEF_BINOP(operator||,BinaryOrOr);
+GRID_DEF_BINOP(operator||, BinaryOrOr);
 
-GRID_DEF_TRINOP(where,TrinaryWhere);
+GRID_DEF_TRINOP(where, TrinaryWhere);
 
 /////////////////////////////////////////////////////////////
 // Closure convenience to force expression to evaluate
 /////////////////////////////////////////////////////////////
-template<class Op,class T1>
+template <class Op, class T1>
-  auto closure(const LatticeUnaryExpression<Op,T1> & expr)
+auto closure(const LatticeUnaryExpression<Op, T1> &expr)
-  -> Lattice<decltype(expr.first.func(eval(0,std::get<0>(expr.second))))>
+    -> Lattice<decltype(expr.first.func(eval(0, std::get<0>(expr.second))))> {
-{
+  Lattice<decltype(expr.first.func(eval(0, std::get<0>(expr.second))))> ret(
-  Lattice<decltype(expr.first.func(eval(0,std::get<0>(expr.second))))> ret(expr);
+      expr);
   return ret;
 }
-template<class Op,class T1, class T2>
+template <class Op, class T1, class T2>
-  auto closure(const LatticeBinaryExpression<Op,T1,T2> & expr)
+auto closure(const LatticeBinaryExpression<Op, T1, T2> &expr)
-  -> Lattice<decltype(expr.first.func(eval(0,std::get<0>(expr.second)),
+    -> Lattice<decltype(expr.first.func(eval(0, std::get<0>(expr.second)),
-				      eval(0,std::get<1>(expr.second))))>
+                                        eval(0, std::get<1>(expr.second))))> {
-{
+  Lattice<decltype(expr.first.func(eval(0, std::get<0>(expr.second)),
-  Lattice<decltype(expr.first.func(eval(0,std::get<0>(expr.second)),
+                                   eval(0, std::get<1>(expr.second))))>
-				   eval(0,std::get<1>(expr.second))))> ret(expr);
+      ret(expr);
   return ret;
 }
-template<class Op,class T1, class T2, class T3>
+template <class Op, class T1, class T2, class T3>
-  auto closure(const LatticeTrinaryExpression<Op,T1,T2,T3> & expr)
+auto closure(const LatticeTrinaryExpression<Op, T1, T2, T3> &expr)
-  -> Lattice<decltype(expr.first.func(eval(0,std::get<0>(expr.second)),
+    -> Lattice<decltype(expr.first.func(eval(0, std::get<0>(expr.second)),
-				      eval(0,std::get<1>(expr.second)),
+                                        eval(0, std::get<1>(expr.second)),
-				      eval(0,std::get<2>(expr.second))))>
+                                        eval(0, std::get<2>(expr.second))))> {
-{
+  Lattice<decltype(expr.first.func(eval(0, std::get<0>(expr.second)),
-  Lattice<decltype(expr.first.func(eval(0,std::get<0>(expr.second)),
+                                   eval(0, std::get<1>(expr.second)),
-				   eval(0,std::get<1>(expr.second)),
+                                   eval(0, std::get<2>(expr.second))))>
-				   eval(0,std::get<2>(expr.second))))> ret(expr);
+      ret(expr);
   return ret;
 }
 
@@ -353,12 +431,11 @@ template<class Op,class T1, class T2, class T3>
 #undef GRID_DEF_UNOP
 #undef GRID_DEF_BINOP
 #undef GRID_DEF_TRINOP
-
 }
 
 #if 0
 using namespace Grid;
- 	      
+        
  int main(int argc,char **argv){
    
    Lattice<double> v1(16);
@@ -368,7 +445,7 @@ using namespace Grid;
    BinaryAdd<double,double> tmp;
    LatticeBinaryExpression<BinaryAdd<double,double>,Lattice<double> &,Lattice<double> &> 
      expr(std::make_pair(tmp,
-	  std::forward_as_tuple(v1,v2)));
+    std::forward_as_tuple(v1,v2)));
    tmp.func(eval(0,v1),eval(0,v2));
 
    auto var = v1+v2;

lib/lattice/Lattice_arith.h

@@ -1,3 +1,30 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/lattice/Lattice_arith.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_LATTICE_ARITH_H
 #define GRID_LATTICE_ARITH_H
 

lib/lattice/Lattice_base.h

@@ -1,3 +1,33 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid
+
+Source file: ./lib/lattice/Lattice_base.h
+
+Copyright (C) 2015
+
+Author: Azusa Yamaguchi <ayamaguc@staffmail.ed.ac.uk>
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+Author: paboyle <paboyle@ph.ed.ac.uk>
+
+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, write to the Free Software Foundation, Inc.,
+51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+See the full license in the file "LICENSE" in the top level distribution
+directory
+*************************************************************************************/
+/*  END LEGAL */
 #ifndef GRID_LATTICE_BASE_H
 #define GRID_LATTICE_BASE_H
 
@@ -26,12 +56,15 @@ extern int GridCshiftPermuteMap[4][16];
 // Basic expressions used in Expression Template
 ////////////////////////////////////////////////
 
-class LatticeBase {};
+class LatticeBase
+{
+public:
+    virtual ~LatticeBase(void) = default;
+    GridBase *_grid;
+};
+    
 class LatticeExpressionBase {};
 
-template<class T> using Vector = std::vector<T,alignedAllocator<T> >;               // Aligned allocator??
-template<class T> using Matrix = std::vector<std::vector<T,alignedAllocator<T> > >; // Aligned allocator??
-
 template <typename Op, typename T1>                           
 class LatticeUnaryExpression  : public std::pair<Op,std::tuple<T1> > , public LatticeExpressionBase {
  public:
@@ -59,8 +92,6 @@ template<class vobj>
 class Lattice : public LatticeBase
 {
 public:
-
-    GridBase *_grid;
     int checkerboard;
     Vector<vobj> _odata;
     
@@ -68,12 +99,12 @@ public:
     int begin(void) { return 0;};
     int end(void)   { return _odata.size(); }
     vobj & operator[](int i) { return _odata[i]; };
+    const vobj & operator[](int i) const { return _odata[i]; };
 
 public:
     typedef typename vobj::scalar_type scalar_type;
     typedef typename vobj::vector_type vector_type;
     typedef vobj vector_object;
- 
    
   ////////////////////////////////////////////////////////////////////////////////
   // Expression Template closure support
@@ -149,8 +180,8 @@ PARALLEL_FOR_LOOP
   }
   //GridFromExpression is tricky to do
   template<class Op,class T1>
-    Lattice(const LatticeUnaryExpression<Op,T1> & expr):    _grid(nullptr){
+    Lattice(const LatticeUnaryExpression<Op,T1> & expr) {
-
+    _grid = nullptr;
     GridFromExpression(_grid,expr);
     assert(_grid!=nullptr);
 
@@ -171,7 +202,8 @@ PARALLEL_FOR_LOOP
     }
   };
   template<class Op,class T1, class T2>
-  Lattice(const LatticeBinaryExpression<Op,T1,T2> & expr):    _grid(nullptr){
+  Lattice(const LatticeBinaryExpression<Op,T1,T2> & expr) {
+    _grid = nullptr;
     GridFromExpression(_grid,expr);
     assert(_grid!=nullptr);
 
@@ -192,7 +224,8 @@ PARALLEL_FOR_LOOP
     }
   };
   template<class Op,class T1, class T2, class T3>
-  Lattice(const LatticeTrinaryExpression<Op,T1,T2,T3> & expr):    _grid(nullptr){
+  Lattice(const LatticeTrinaryExpression<Op,T1,T2,T3> & expr) {
+    _grid = nullptr;
     GridFromExpression(_grid,expr);
     assert(_grid!=nullptr);
 
@@ -212,14 +245,29 @@ PARALLEL_FOR_LOOP
     // Constructor requires "grid" passed.
     // what about a default grid?
     //////////////////////////////////////////////////////////////////
-    Lattice(GridBase *grid) : _grid(grid), _odata(_grid->oSites()) {
+    Lattice(GridBase *grid) : _odata(grid->oSites()) {
-      //        _odata.reserve(_grid->oSites());
+        _grid = grid;
-      //        _odata.resize(_grid->oSites());
+    //        _odata.reserve(_grid->oSites());
+    //        _odata.resize(_grid->oSites());
     //      std::cout << "Constructing lattice object with Grid pointer "<<_grid<<std::endl;
         assert((((uint64_t)&_odata[0])&0xF) ==0);
         checkerboard=0;
     }
 
+    Lattice(const Lattice& r){ // copy constructor
+    	_grid = r._grid;
+    	checkerboard = r.checkerboard;
+    	_odata.resize(_grid->oSites());// essential
+  		PARALLEL_FOR_LOOP
+        for(int ss=0;ss<_grid->oSites();ss++){
+            _odata[ss]=r._odata[ss];
+        }  	
+    }
+
+
+
+    virtual ~Lattice(void) = default;
+    
     template<class sobj> strong_inline Lattice<vobj> & operator = (const sobj & r){
 PARALLEL_FOR_LOOP
         for(int ss=0;ss<_grid->oSites();ss++){
@@ -230,7 +278,7 @@ PARALLEL_FOR_LOOP
     template<class robj> strong_inline Lattice<vobj> & operator = (const Lattice<robj> & r){
       this->checkerboard = r.checkerboard;
       conformable(*this,r);
-      std::cout<<GridLogMessage<<"Lattice operator ="<<std::endl;
+      
 PARALLEL_FOR_LOOP
         for(int ss=0;ss<_grid->oSites();ss++){
             this->_odata[ss]=r._odata[ss];
@@ -287,27 +335,27 @@ PARALLEL_FOR_LOOP
 
 
 
-#include <lattice/Lattice_conformable.h>
+#include "Lattice_conformable.h"
 #define GRID_LATTICE_EXPRESSION_TEMPLATES
 #ifdef  GRID_LATTICE_EXPRESSION_TEMPLATES
-#include <lattice/Lattice_ET.h>
+#include "Lattice_ET.h"
 #else 
-#include <lattice/Lattice_overload.h>
+#include "Lattice_overload.h"
 #endif
-#include <lattice/Lattice_arith.h>
+#include "Lattice_arith.h"
-#include <lattice/Lattice_trace.h>
+#include "Lattice_trace.h"
-#include <lattice/Lattice_transpose.h>
+#include "Lattice_transpose.h"
-#include <lattice/Lattice_local.h>
+#include "Lattice_local.h"
-#include <lattice/Lattice_reduction.h>
+#include "Lattice_reduction.h"
-#include <lattice/Lattice_peekpoke.h>
+#include "Lattice_peekpoke.h"
-#include <lattice/Lattice_reality.h>
+#include "Lattice_reality.h"
-#include <lattice/Lattice_comparison_utils.h>
+#include "Lattice_comparison_utils.h"
-#include <lattice/Lattice_comparison.h>
+#include "Lattice_comparison.h"
-#include <lattice/Lattice_coordinate.h>
+#include "Lattice_coordinate.h"
-#include <lattice/Lattice_where.h>
+#include "Lattice_where.h"
-#include <lattice/Lattice_rng.h>
+#include "Lattice_rng.h"
-#include <lattice/Lattice_unary.h>
+#include "Lattice_unary.h"
-#include <lattice/Lattice_transfer.h>
+#include "Lattice_transfer.h"
 
 
 #endif

lib/lattice/Lattice_comparison.h

@@ -1,3 +1,31 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/lattice/Lattice_comparison.h
+
+    Copyright (C) 2015
+
+Author: Azusa Yamaguchi <ayamaguc@staffmail.ed.ac.uk>
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_LATTICE_COMPARISON_H
 #define GRID_LATTICE_COMPARISON_H
 

lib/lattice/Lattice_comparison_utils.h

@@ -1,3 +1,31 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/lattice/Lattice_comparison_utils.h
+
+    Copyright (C) 2015
+
+Author: Azusa Yamaguchi <ayamaguc@staffmail.ed.ac.uk>
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_COMPARISON_H
 #define GRID_COMPARISON_H
 

lib/lattice/Lattice_conformable.h

@@ -1,3 +1,30 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/lattice/Lattice_conformable.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    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, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
 #ifndef GRID_LATTICE_CONFORMABLE_H
 #define GRID_LATTICE_CONFORMABLE_H