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-rw-r--r--thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3BoundSearchCL.cpp213
-rw-r--r--thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3BoundSearchCL.h67
-rw-r--r--thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3BufferInfoCL.h19
-rw-r--r--thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3FillCL.cpp126
-rw-r--r--thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3FillCL.h63
-rw-r--r--thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3LauncherCL.cpp308
-rw-r--r--thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3LauncherCL.h135
-rw-r--r--thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3OpenCLArray.h306
-rw-r--r--thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3PrefixScanCL.cpp126
-rw-r--r--thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3PrefixScanCL.h37
-rw-r--r--thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3PrefixScanFloat4CL.cpp126
-rw-r--r--thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3PrefixScanFloat4CL.h38
-rw-r--r--thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3RadixSort32CL.cpp710
-rw-r--r--thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3RadixSort32CL.h95
-rw-r--r--thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/BoundSearchKernels.cl106
-rw-r--r--thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/BoundSearchKernelsCL.h87
-rw-r--r--thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/CopyKernels.cl128
-rw-r--r--thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/CopyKernelsCL.h132
-rw-r--r--thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/FillKernels.cl107
-rw-r--r--thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/FillKernelsCL.h91
-rw-r--r--thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/PrefixScanFloat4Kernels.cl154
-rw-r--r--thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/PrefixScanKernels.cl154
-rw-r--r--thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/PrefixScanKernelsCL.h129
-rw-r--r--thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/PrefixScanKernelsFloat4CL.h129
-rw-r--r--thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/RadixSort32Kernels.cl1071
-rw-r--r--thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/RadixSort32KernelsCL.h910
26 files changed, 5567 insertions, 0 deletions
diff --git a/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3BoundSearchCL.cpp b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3BoundSearchCL.cpp
new file mode 100644
index 0000000000..a4980f71e1
--- /dev/null
+++ b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3BoundSearchCL.cpp
@@ -0,0 +1,213 @@
+/*
+Copyright (c) 2012 Advanced Micro Devices, Inc.
+
+This software is provided 'as-is', without any express or implied warranty.
+In no event will the authors be held liable for any damages arising from the use of this software.
+Permission is granted to anyone to use this software for any purpose,
+including commercial applications, and to alter it and redistribute it freely,
+subject to the following restrictions:
+
+1. The origin of this software must not be misrepresented; you must not claim that you wrote the original software. If you use this software in a product, an acknowledgment in the product documentation would be appreciated but is not required.
+2. Altered source versions must be plainly marked as such, and must not be misrepresented as being the original software.
+3. This notice may not be removed or altered from any source distribution.
+*/
+//Originally written by Takahiro Harada
+//Host-code rewritten by Erwin Coumans
+
+#define BOUNDSEARCH_PATH "src/Bullet3OpenCL/ParallelPrimitives/kernels/BoundSearchKernels.cl"
+#define KERNEL0 "SearchSortDataLowerKernel"
+#define KERNEL1 "SearchSortDataUpperKernel"
+#define KERNEL2 "SubtractKernel"
+
+
+#include "b3BoundSearchCL.h"
+#include "Bullet3OpenCL/Initialize/b3OpenCLUtils.h"
+#include "b3LauncherCL.h"
+#include "kernels/BoundSearchKernelsCL.h"
+
+b3BoundSearchCL::b3BoundSearchCL(cl_context ctx, cl_device_id device, cl_command_queue queue, int maxSize)
+ :m_context(ctx),
+ m_device(device),
+ m_queue(queue)
+{
+
+ const char* additionalMacros = "";
+ //const char* srcFileNameForCaching="";
+
+ cl_int pErrNum;
+ const char* kernelSource = boundSearchKernelsCL;
+
+ cl_program boundSearchProg = b3OpenCLUtils::compileCLProgramFromString( ctx, device, kernelSource, &pErrNum,additionalMacros, BOUNDSEARCH_PATH);
+ b3Assert(boundSearchProg);
+
+ m_lowerSortDataKernel = b3OpenCLUtils::compileCLKernelFromString( ctx, device, kernelSource, "SearchSortDataLowerKernel", &pErrNum, boundSearchProg,additionalMacros );
+ b3Assert(m_lowerSortDataKernel );
+
+ m_upperSortDataKernel= b3OpenCLUtils::compileCLKernelFromString( ctx, device, kernelSource, "SearchSortDataUpperKernel", &pErrNum, boundSearchProg,additionalMacros );
+ b3Assert(m_upperSortDataKernel);
+
+ m_subtractKernel = 0;
+
+ if( maxSize )
+ {
+ m_subtractKernel= b3OpenCLUtils::compileCLKernelFromString( ctx, device, kernelSource, "SubtractKernel", &pErrNum, boundSearchProg,additionalMacros );
+ b3Assert(m_subtractKernel);
+ }
+
+ //m_constBuffer = new b3OpenCLArray<b3Int4>( device, 1, BufferBase::BUFFER_CONST );
+
+ m_lower = (maxSize == 0)? 0: new b3OpenCLArray<unsigned int>(ctx,queue,maxSize );
+ m_upper = (maxSize == 0)? 0: new b3OpenCLArray<unsigned int>(ctx,queue, maxSize );
+
+ m_filler = new b3FillCL(ctx,device,queue);
+}
+
+b3BoundSearchCL::~b3BoundSearchCL()
+{
+
+ delete m_lower;
+ delete m_upper;
+ delete m_filler;
+
+ clReleaseKernel(m_lowerSortDataKernel);
+ clReleaseKernel(m_upperSortDataKernel);
+ clReleaseKernel(m_subtractKernel);
+
+
+}
+
+
+void b3BoundSearchCL::execute(b3OpenCLArray<b3SortData>& src, int nSrc, b3OpenCLArray<unsigned int>& dst, int nDst, Option option )
+{
+ b3Int4 constBuffer;
+ constBuffer.x = nSrc;
+ constBuffer.y = nDst;
+
+ if( option == BOUND_LOWER )
+ {
+ b3BufferInfoCL bInfo[] = { b3BufferInfoCL( src.getBufferCL(), true ), b3BufferInfoCL( dst.getBufferCL()) };
+
+ b3LauncherCL launcher( m_queue, m_lowerSortDataKernel,"m_lowerSortDataKernel" );
+ launcher.setBuffers( bInfo, sizeof(bInfo)/sizeof(b3BufferInfoCL) );
+ launcher.setConst( nSrc );
+ launcher.setConst( nDst );
+
+ launcher.launch1D( nSrc, 64 );
+ }
+ else if( option == BOUND_UPPER )
+ {
+ b3BufferInfoCL bInfo[] = { b3BufferInfoCL( src.getBufferCL(), true ), b3BufferInfoCL( dst.getBufferCL() ) };
+
+ b3LauncherCL launcher(m_queue, m_upperSortDataKernel,"m_upperSortDataKernel" );
+ launcher.setBuffers( bInfo, sizeof(bInfo)/sizeof(b3BufferInfoCL) );
+ launcher.setConst( nSrc );
+ launcher.setConst( nDst );
+
+ launcher.launch1D( nSrc, 64 );
+ }
+ else if( option == COUNT )
+ {
+ b3Assert( m_lower );
+ b3Assert( m_upper );
+ b3Assert( m_lower->capacity() <= (int)nDst );
+ b3Assert( m_upper->capacity() <= (int)nDst );
+
+ int zero = 0;
+ m_filler->execute( *m_lower, zero, nDst );
+ m_filler->execute( *m_upper, zero, nDst );
+
+ execute( src, nSrc, *m_lower, nDst, BOUND_LOWER );
+ execute( src, nSrc, *m_upper, nDst, BOUND_UPPER );
+
+ {
+ b3BufferInfoCL bInfo[] = { b3BufferInfoCL( m_upper->getBufferCL(), true ), b3BufferInfoCL( m_lower->getBufferCL(), true ), b3BufferInfoCL( dst.getBufferCL() ) };
+
+ b3LauncherCL launcher( m_queue, m_subtractKernel ,"m_subtractKernel");
+ launcher.setBuffers( bInfo, sizeof(bInfo)/sizeof(b3BufferInfoCL) );
+ launcher.setConst( nSrc );
+ launcher.setConst( nDst );
+
+ launcher.launch1D( nDst, 64 );
+ }
+ }
+ else
+ {
+ b3Assert( 0 );
+ }
+
+}
+
+
+void b3BoundSearchCL::executeHost( b3AlignedObjectArray<b3SortData>& src, int nSrc,
+ b3AlignedObjectArray<unsigned int>& dst, int nDst, Option option )
+{
+
+
+ for(int i=0; i<nSrc-1; i++)
+ b3Assert( src[i].m_key <= src[i+1].m_key );
+
+ b3SortData minData,zeroData,maxData;
+ minData.m_key = -1;
+ minData.m_value = -1;
+ zeroData.m_key=0;
+ zeroData.m_value=0;
+ maxData.m_key = nDst;
+ maxData.m_value = nDst;
+
+ if( option == BOUND_LOWER )
+ {
+ for(int i=0; i<nSrc; i++)
+ {
+ b3SortData& iData = (i==0)? minData: src[i-1];
+ b3SortData& jData = (i==nSrc)? maxData: src[i];
+
+ if( iData.m_key != jData.m_key )
+ {
+ int k = jData.m_key;
+ {
+ dst[k] = i;
+ }
+ }
+ }
+ }
+ else if( option == BOUND_UPPER )
+ {
+ for(int i=1; i<nSrc+1; i++)
+ {
+ b3SortData& iData = src[i-1];
+ b3SortData& jData = (i==nSrc)? maxData: src[i];
+
+ if( iData.m_key != jData.m_key )
+ {
+ int k = iData.m_key;
+ {
+ dst[k] = i;
+ }
+ }
+ }
+ }
+ else if( option == COUNT )
+ {
+ b3AlignedObjectArray<unsigned int> lower;
+ lower.resize(nDst );
+ b3AlignedObjectArray<unsigned int> upper;
+ upper.resize(nDst );
+
+ for(int i=0; i<nDst; i++)
+ {
+ lower[i] = upper[i] = 0;
+ }
+
+ executeHost( src, nSrc, lower, nDst, BOUND_LOWER );
+ executeHost( src, nSrc, upper, nDst, BOUND_UPPER );
+
+ for( int i=0; i<nDst; i++)
+ {
+ dst[i] = upper[i] - lower[i];
+ }
+ }
+ else
+ {
+ b3Assert( 0 );
+ }
+}
diff --git a/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3BoundSearchCL.h b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3BoundSearchCL.h
new file mode 100644
index 0000000000..7e2940965c
--- /dev/null
+++ b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3BoundSearchCL.h
@@ -0,0 +1,67 @@
+/*
+Copyright (c) 2012 Advanced Micro Devices, Inc.
+
+This software is provided 'as-is', without any express or implied warranty.
+In no event will the authors be held liable for any damages arising from the use of this software.
+Permission is granted to anyone to use this software for any purpose,
+including commercial applications, and to alter it and redistribute it freely,
+subject to the following restrictions:
+
+1. The origin of this software must not be misrepresented; you must not claim that you wrote the original software. If you use this software in a product, an acknowledgment in the product documentation would be appreciated but is not required.
+2. Altered source versions must be plainly marked as such, and must not be misrepresented as being the original software.
+3. This notice may not be removed or altered from any source distribution.
+*/
+//Originally written by Takahiro Harada
+
+#ifndef B3_BOUNDSEARCH_H
+#define B3_BOUNDSEARCH_H
+
+#pragma once
+
+/*#include <Adl/Adl.h>
+#include <AdlPrimitives/Math/Math.h>
+#include <AdlPrimitives/Sort/SortData.h>
+#include <AdlPrimitives/Fill/Fill.h>
+*/
+
+#include "b3OpenCLArray.h"
+#include "b3FillCL.h"
+#include "b3RadixSort32CL.h" //for b3SortData (perhaps move it?)
+class b3BoundSearchCL
+{
+ public:
+
+ enum Option
+ {
+ BOUND_LOWER,
+ BOUND_UPPER,
+ COUNT,
+ };
+
+ cl_context m_context;
+ cl_device_id m_device;
+ cl_command_queue m_queue;
+
+
+ cl_kernel m_lowerSortDataKernel;
+ cl_kernel m_upperSortDataKernel;
+ cl_kernel m_subtractKernel;
+
+ b3OpenCLArray<b3Int4>* m_constbtOpenCLArray;
+ b3OpenCLArray<unsigned int>* m_lower;
+ b3OpenCLArray<unsigned int>* m_upper;
+
+ b3FillCL* m_filler;
+
+ b3BoundSearchCL(cl_context context, cl_device_id device, cl_command_queue queue, int size);
+
+ virtual ~b3BoundSearchCL();
+
+ // src has to be src[i].m_key <= src[i+1].m_key
+ void execute( b3OpenCLArray<b3SortData>& src, int nSrc, b3OpenCLArray<unsigned int>& dst, int nDst, Option option = BOUND_LOWER );
+
+ void executeHost( b3AlignedObjectArray<b3SortData>& src, int nSrc, b3AlignedObjectArray<unsigned int>& dst, int nDst, Option option = BOUND_LOWER);
+};
+
+
+#endif //B3_BOUNDSEARCH_H
diff --git a/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3BufferInfoCL.h b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3BufferInfoCL.h
new file mode 100644
index 0000000000..52f219ae3f
--- /dev/null
+++ b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3BufferInfoCL.h
@@ -0,0 +1,19 @@
+
+#ifndef B3_BUFFER_INFO_CL_H
+#define B3_BUFFER_INFO_CL_H
+
+#include "b3OpenCLArray.h"
+
+
+struct b3BufferInfoCL
+{
+ //b3BufferInfoCL(){}
+
+// template<typename T>
+ b3BufferInfoCL(cl_mem buff, bool isReadOnly = false): m_clBuffer(buff), m_isReadOnly(isReadOnly){}
+
+ cl_mem m_clBuffer;
+ bool m_isReadOnly;
+};
+
+#endif //B3_BUFFER_INFO_CL_H
diff --git a/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3FillCL.cpp b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3FillCL.cpp
new file mode 100644
index 0000000000..f05c2648f1
--- /dev/null
+++ b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3FillCL.cpp
@@ -0,0 +1,126 @@
+#include "b3FillCL.h"
+#include "Bullet3OpenCL/Initialize/b3OpenCLUtils.h"
+#include "b3BufferInfoCL.h"
+#include "b3LauncherCL.h"
+
+#define FILL_CL_PROGRAM_PATH "src/Bullet3OpenCL/ParallelPrimitives/kernels/FillKernels.cl"
+
+#include "kernels/FillKernelsCL.h"
+
+b3FillCL::b3FillCL(cl_context ctx, cl_device_id device, cl_command_queue queue)
+:m_commandQueue(queue)
+{
+ const char* kernelSource = fillKernelsCL;
+ cl_int pErrNum;
+ const char* additionalMacros = "";
+
+ cl_program fillProg = b3OpenCLUtils::compileCLProgramFromString( ctx, device, kernelSource, &pErrNum,additionalMacros, FILL_CL_PROGRAM_PATH);
+ b3Assert(fillProg);
+
+ m_fillIntKernel = b3OpenCLUtils::compileCLKernelFromString( ctx, device, kernelSource, "FillIntKernel", &pErrNum, fillProg,additionalMacros );
+ b3Assert(m_fillIntKernel);
+
+ m_fillUnsignedIntKernel = b3OpenCLUtils::compileCLKernelFromString( ctx, device, kernelSource, "FillUnsignedIntKernel", &pErrNum, fillProg,additionalMacros );
+ b3Assert(m_fillIntKernel);
+
+ m_fillFloatKernel = b3OpenCLUtils::compileCLKernelFromString( ctx, device, kernelSource, "FillFloatKernel", &pErrNum, fillProg,additionalMacros );
+ b3Assert(m_fillFloatKernel);
+
+
+
+ m_fillKernelInt2 = b3OpenCLUtils::compileCLKernelFromString( ctx, device, kernelSource, "FillInt2Kernel", &pErrNum, fillProg,additionalMacros );
+ b3Assert(m_fillKernelInt2);
+
+}
+
+b3FillCL::~b3FillCL()
+{
+ clReleaseKernel(m_fillKernelInt2);
+ clReleaseKernel(m_fillIntKernel);
+ clReleaseKernel(m_fillUnsignedIntKernel);
+ clReleaseKernel(m_fillFloatKernel);
+
+}
+
+void b3FillCL::execute(b3OpenCLArray<float>& src, const float value, int n, int offset)
+{
+ b3Assert( n>0 );
+
+ {
+ b3LauncherCL launcher( m_commandQueue, m_fillFloatKernel,"m_fillFloatKernel" );
+ launcher.setBuffer( src.getBufferCL());
+ launcher.setConst( n );
+ launcher.setConst( value );
+ launcher.setConst( offset);
+
+ launcher.launch1D( n );
+ }
+}
+
+void b3FillCL::execute(b3OpenCLArray<int>& src, const int value, int n, int offset)
+{
+ b3Assert( n>0 );
+
+
+ {
+ b3LauncherCL launcher( m_commandQueue, m_fillIntKernel ,"m_fillIntKernel");
+ launcher.setBuffer(src.getBufferCL());
+ launcher.setConst( n);
+ launcher.setConst( value);
+ launcher.setConst( offset);
+ launcher.launch1D( n );
+ }
+}
+
+
+void b3FillCL::execute(b3OpenCLArray<unsigned int>& src, const unsigned int value, int n, int offset)
+{
+ b3Assert( n>0 );
+
+ {
+ b3BufferInfoCL bInfo[] = { b3BufferInfoCL( src.getBufferCL() ) };
+
+ b3LauncherCL launcher( m_commandQueue, m_fillUnsignedIntKernel,"m_fillUnsignedIntKernel" );
+ launcher.setBuffers( bInfo, sizeof(bInfo)/sizeof(b3BufferInfoCL) );
+ launcher.setConst( n );
+ launcher.setConst(value);
+ launcher.setConst(offset);
+
+ launcher.launch1D( n );
+ }
+}
+
+void b3FillCL::executeHost(b3AlignedObjectArray<b3Int2> &src, const b3Int2 &value, int n, int offset)
+{
+ for (int i=0;i<n;i++)
+ {
+ src[i+offset]=value;
+ }
+}
+
+void b3FillCL::executeHost(b3AlignedObjectArray<int> &src, const int value, int n, int offset)
+{
+ for (int i=0;i<n;i++)
+ {
+ src[i+offset]=value;
+ }
+}
+
+void b3FillCL::execute(b3OpenCLArray<b3Int2> &src, const b3Int2 &value, int n, int offset)
+{
+ b3Assert( n>0 );
+
+
+ {
+ b3BufferInfoCL bInfo[] = { b3BufferInfoCL( src.getBufferCL() ) };
+
+ b3LauncherCL launcher(m_commandQueue, m_fillKernelInt2,"m_fillKernelInt2");
+ launcher.setBuffers( bInfo, sizeof(bInfo)/sizeof(b3BufferInfoCL) );
+ launcher.setConst(n);
+ launcher.setConst(value);
+ launcher.setConst(offset);
+
+ //( constBuffer );
+ launcher.launch1D( n );
+ }
+}
diff --git a/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3FillCL.h b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3FillCL.h
new file mode 100644
index 0000000000..1609676b9d
--- /dev/null
+++ b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3FillCL.h
@@ -0,0 +1,63 @@
+#ifndef B3_FILL_CL_H
+#define B3_FILL_CL_H
+
+#include "b3OpenCLArray.h"
+#include "Bullet3Common/b3Scalar.h"
+
+#include "Bullet3Common/shared/b3Int2.h"
+#include "Bullet3Common/shared/b3Int4.h"
+
+
+class b3FillCL
+{
+
+ cl_command_queue m_commandQueue;
+
+ cl_kernel m_fillKernelInt2;
+ cl_kernel m_fillIntKernel;
+ cl_kernel m_fillUnsignedIntKernel;
+ cl_kernel m_fillFloatKernel;
+
+ public:
+
+ struct b3ConstData
+ {
+ union
+ {
+ b3Int4 m_data;
+ b3UnsignedInt4 m_UnsignedData;
+ };
+ int m_offset;
+ int m_n;
+ int m_padding[2];
+ };
+
+protected:
+
+public:
+
+ b3FillCL(cl_context ctx, cl_device_id device, cl_command_queue queue);
+
+ virtual ~b3FillCL();
+
+ void execute(b3OpenCLArray<unsigned int>& src, const unsigned int value, int n, int offset = 0);
+
+ void execute(b3OpenCLArray<int>& src, const int value, int n, int offset = 0);
+
+ void execute(b3OpenCLArray<float>& src, const float value, int n, int offset = 0);
+
+ void execute(b3OpenCLArray<b3Int2>& src, const b3Int2& value, int n, int offset = 0);
+
+ void executeHost(b3AlignedObjectArray<b3Int2> &src, const b3Int2 &value, int n, int offset);
+
+ void executeHost(b3AlignedObjectArray<int> &src, const int value, int n, int offset);
+
+ // void execute(b3OpenCLArray<b3Int4>& src, const b3Int4& value, int n, int offset = 0);
+
+};
+
+
+
+
+
+#endif //B3_FILL_CL_H
diff --git a/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3LauncherCL.cpp b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3LauncherCL.cpp
new file mode 100644
index 0000000000..94590d11ca
--- /dev/null
+++ b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3LauncherCL.cpp
@@ -0,0 +1,308 @@
+#include "b3LauncherCL.h"
+
+bool gDebugLauncherCL = false;
+
+b3LauncherCL::b3LauncherCL(cl_command_queue queue, cl_kernel kernel, const char* name)
+:m_commandQueue(queue),
+m_kernel(kernel),
+m_idx(0),
+m_enableSerialization(false),
+m_name(name)
+{
+ if (gDebugLauncherCL)
+ {
+ static int counter = 0;
+ printf("[%d] Prepare to launch OpenCL kernel %s\n", counter++, name);
+ }
+
+ m_serializationSizeInBytes = sizeof(int);
+}
+
+b3LauncherCL::~b3LauncherCL()
+ {
+ for (int i=0;i<m_arrays.size();i++)
+ {
+ delete (m_arrays[i]);
+ }
+
+ m_arrays.clear();
+ if (gDebugLauncherCL)
+ {
+ static int counter = 0;
+ printf("[%d] Finished launching OpenCL kernel %s\n", counter++,m_name);
+ }
+ }
+
+void b3LauncherCL::setBuffer( cl_mem clBuffer)
+{
+ if (m_enableSerialization)
+ {
+ b3KernelArgData kernelArg;
+ kernelArg.m_argIndex = m_idx;
+ kernelArg.m_isBuffer = 1;
+ kernelArg.m_clBuffer = clBuffer;
+
+ cl_mem_info param_name = CL_MEM_SIZE;
+ size_t param_value;
+ size_t sizeInBytes = sizeof(size_t);
+ size_t actualSizeInBytes;
+ cl_int err;
+ err = clGetMemObjectInfo ( kernelArg.m_clBuffer,
+ param_name,
+ sizeInBytes,
+ &param_value,
+ &actualSizeInBytes);
+
+ b3Assert( err == CL_SUCCESS );
+ kernelArg.m_argSizeInBytes = param_value;
+
+ m_kernelArguments.push_back(kernelArg);
+ m_serializationSizeInBytes+= sizeof(b3KernelArgData);
+ m_serializationSizeInBytes+=param_value;
+ }
+ cl_int status = clSetKernelArg( m_kernel, m_idx++, sizeof(cl_mem), &clBuffer);
+ b3Assert( status == CL_SUCCESS );
+}
+
+
+void b3LauncherCL::setBuffers( b3BufferInfoCL* buffInfo, int n )
+{
+ for(int i=0; i<n; i++)
+ {
+ if (m_enableSerialization)
+ {
+ b3KernelArgData kernelArg;
+ kernelArg.m_argIndex = m_idx;
+ kernelArg.m_isBuffer = 1;
+ kernelArg.m_clBuffer = buffInfo[i].m_clBuffer;
+
+ cl_mem_info param_name = CL_MEM_SIZE;
+ size_t param_value;
+ size_t sizeInBytes = sizeof(size_t);
+ size_t actualSizeInBytes;
+ cl_int err;
+ err = clGetMemObjectInfo ( kernelArg.m_clBuffer,
+ param_name,
+ sizeInBytes,
+ &param_value,
+ &actualSizeInBytes);
+
+ b3Assert( err == CL_SUCCESS );
+ kernelArg.m_argSizeInBytes = param_value;
+
+ m_kernelArguments.push_back(kernelArg);
+ m_serializationSizeInBytes+= sizeof(b3KernelArgData);
+ m_serializationSizeInBytes+=param_value;
+ }
+ cl_int status = clSetKernelArg( m_kernel, m_idx++, sizeof(cl_mem), &buffInfo[i].m_clBuffer);
+ b3Assert( status == CL_SUCCESS );
+ }
+}
+
+struct b3KernelArgDataUnaligned
+{
+ int m_isBuffer;
+ int m_argIndex;
+ int m_argSizeInBytes;
+ int m_unusedPadding;
+ union
+ {
+ cl_mem m_clBuffer;
+ unsigned char m_argData[B3_CL_MAX_ARG_SIZE];
+ };
+
+};
+#include <string.h>
+
+
+
+int b3LauncherCL::deserializeArgs(unsigned char* buf, int bufSize, cl_context ctx)
+{
+ int index=0;
+
+ int numArguments = *(int*) &buf[index];
+ index+=sizeof(int);
+
+ for (int i=0;i<numArguments;i++)
+ {
+ b3KernelArgDataUnaligned* arg = (b3KernelArgDataUnaligned*)&buf[index];
+
+ index+=sizeof(b3KernelArgData);
+ if (arg->m_isBuffer)
+ {
+ b3OpenCLArray<unsigned char>* clData = new b3OpenCLArray<unsigned char>(ctx,m_commandQueue, arg->m_argSizeInBytes);
+ clData->resize(arg->m_argSizeInBytes);
+
+ clData->copyFromHostPointer(&buf[index], arg->m_argSizeInBytes);
+
+ arg->m_clBuffer = clData->getBufferCL();
+
+ m_arrays.push_back(clData);
+
+ cl_int status = clSetKernelArg( m_kernel, m_idx++, sizeof(cl_mem), &arg->m_clBuffer);
+ b3Assert( status == CL_SUCCESS );
+ index+=arg->m_argSizeInBytes;
+ } else
+ {
+ cl_int status = clSetKernelArg( m_kernel, m_idx++, arg->m_argSizeInBytes, &arg->m_argData);
+ b3Assert( status == CL_SUCCESS );
+ }
+ b3KernelArgData b;
+ memcpy(&b,arg,sizeof(b3KernelArgDataUnaligned));
+ m_kernelArguments.push_back(b);
+ }
+m_serializationSizeInBytes = index;
+ return index;
+}
+
+int b3LauncherCL::validateResults(unsigned char* goldBuffer, int goldBufferCapacity, cl_context ctx)
+ {
+ int index=0;
+
+ int numArguments = *(int*) &goldBuffer[index];
+ index+=sizeof(int);
+
+ if (numArguments != m_kernelArguments.size())
+ {
+ printf("failed validation: expected %d arguments, found %d\n",numArguments, m_kernelArguments.size());
+ return -1;
+ }
+
+ for (int ii=0;ii<numArguments;ii++)
+ {
+ b3KernelArgData* argGold = (b3KernelArgData*)&goldBuffer[index];
+
+ if (m_kernelArguments[ii].m_argSizeInBytes != argGold->m_argSizeInBytes)
+ {
+ printf("failed validation: argument %d sizeInBytes expected: %d, found %d\n",ii, argGold->m_argSizeInBytes, m_kernelArguments[ii].m_argSizeInBytes);
+ return -2;
+ }
+
+ {
+ int expected = argGold->m_isBuffer;
+ int found = m_kernelArguments[ii].m_isBuffer;
+
+ if (expected != found)
+ {
+ printf("failed validation: argument %d isBuffer expected: %d, found %d\n",ii,expected, found);
+ return -3;
+ }
+ }
+ index+=sizeof(b3KernelArgData);
+
+ if (argGold->m_isBuffer)
+ {
+
+ unsigned char* memBuf= (unsigned char*) malloc(m_kernelArguments[ii].m_argSizeInBytes);
+ unsigned char* goldBuf = &goldBuffer[index];
+ for (int j=0;j<m_kernelArguments[j].m_argSizeInBytes;j++)
+ {
+ memBuf[j] = 0xaa;
+ }
+
+ cl_int status = 0;
+ status = clEnqueueReadBuffer( m_commandQueue, m_kernelArguments[ii].m_clBuffer, CL_TRUE, 0, m_kernelArguments[ii].m_argSizeInBytes,
+ memBuf, 0,0,0 );
+ b3Assert( status==CL_SUCCESS );
+ clFinish(m_commandQueue);
+
+ for (int b=0;b<m_kernelArguments[ii].m_argSizeInBytes;b++)
+ {
+ int expected = goldBuf[b];
+ int found = memBuf[b];
+ if (expected != found)
+ {
+ printf("failed validation: argument %d OpenCL data at byte position %d expected: %d, found %d\n",
+ ii, b, expected, found);
+ return -4;
+ }
+ }
+
+
+ index+=argGold->m_argSizeInBytes;
+ } else
+ {
+
+ //compare content
+ for (int b=0;b<m_kernelArguments[ii].m_argSizeInBytes;b++)
+ {
+ int expected = argGold->m_argData[b];
+ int found =m_kernelArguments[ii].m_argData[b];
+ if (expected != found)
+ {
+ printf("failed validation: argument %d const data at byte position %d expected: %d, found %d\n",
+ ii, b, expected, found);
+ return -5;
+ }
+ }
+
+ }
+ }
+ return index;
+
+}
+
+int b3LauncherCL::serializeArguments(unsigned char* destBuffer, int destBufferCapacity)
+{
+//initialize to known values
+for (int i=0;i<destBufferCapacity;i++)
+ destBuffer[i] = 0xec;
+
+ assert(destBufferCapacity>=m_serializationSizeInBytes);
+
+ //todo: use the b3Serializer for this to allow for 32/64bit, endianness etc
+ int numArguments = m_kernelArguments.size();
+ int curBufferSize = 0;
+ int* dest = (int*)&destBuffer[curBufferSize];
+ *dest = numArguments;
+ curBufferSize += sizeof(int);
+
+
+
+ for (int i=0;i<this->m_kernelArguments.size();i++)
+ {
+ b3KernelArgData* arg = (b3KernelArgData*) &destBuffer[curBufferSize];
+ *arg = m_kernelArguments[i];
+ curBufferSize+=sizeof(b3KernelArgData);
+ if (arg->m_isBuffer==1)
+ {
+ //copy the OpenCL buffer content
+ cl_int status = 0;
+ status = clEnqueueReadBuffer( m_commandQueue, arg->m_clBuffer, 0, 0, arg->m_argSizeInBytes,
+ &destBuffer[curBufferSize], 0,0,0 );
+ b3Assert( status==CL_SUCCESS );
+ clFinish(m_commandQueue);
+ curBufferSize+=arg->m_argSizeInBytes;
+ }
+
+ }
+ return curBufferSize;
+}
+
+void b3LauncherCL::serializeToFile(const char* fileName, int numWorkItems)
+{
+ int num = numWorkItems;
+ int buffSize = getSerializationBufferSize();
+ unsigned char* buf = new unsigned char[buffSize+sizeof(int)];
+ for (int i=0;i<buffSize+1;i++)
+ {
+ unsigned char* ptr = (unsigned char*)&buf[i];
+ *ptr = 0xff;
+ }
+// int actualWrite = serializeArguments(buf,buffSize);
+
+// unsigned char* cptr = (unsigned char*)&buf[buffSize];
+// printf("buf[buffSize] = %d\n",*cptr);
+
+ assert(buf[buffSize]==0xff);//check for buffer overrun
+ int* ptr = (int*)&buf[buffSize];
+
+ *ptr = num;
+
+ FILE* f = fopen(fileName,"wb");
+ fwrite(buf,buffSize+sizeof(int),1,f);
+ fclose(f);
+
+ delete[] buf;
+}
+
diff --git a/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3LauncherCL.h b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3LauncherCL.h
new file mode 100644
index 0000000000..1b267b31ef
--- /dev/null
+++ b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3LauncherCL.h
@@ -0,0 +1,135 @@
+
+#ifndef B3_LAUNCHER_CL_H
+#define B3_LAUNCHER_CL_H
+
+#include "b3BufferInfoCL.h"
+#include "Bullet3Common/b3MinMax.h"
+#include "b3OpenCLArray.h"
+#include <stdio.h>
+
+#define B3_DEBUG_SERIALIZE_CL
+
+
+#ifdef _WIN32
+#pragma warning(disable :4996)
+#endif
+#define B3_CL_MAX_ARG_SIZE 16
+B3_ATTRIBUTE_ALIGNED16(struct) b3KernelArgData
+{
+ int m_isBuffer;
+ int m_argIndex;
+ int m_argSizeInBytes;
+ int m_unusedPadding;
+ union
+ {
+ cl_mem m_clBuffer;
+ unsigned char m_argData[B3_CL_MAX_ARG_SIZE];
+ };
+
+};
+
+class b3LauncherCL
+{
+
+ cl_command_queue m_commandQueue;
+ cl_kernel m_kernel;
+ int m_idx;
+
+ b3AlignedObjectArray<b3KernelArgData> m_kernelArguments;
+ int m_serializationSizeInBytes;
+ bool m_enableSerialization;
+
+ const char* m_name;
+ public:
+
+ b3AlignedObjectArray<b3OpenCLArray<unsigned char>* > m_arrays;
+
+ b3LauncherCL(cl_command_queue queue, cl_kernel kernel, const char* name);
+
+ virtual ~b3LauncherCL();
+
+ void setBuffer( cl_mem clBuffer);
+
+ void setBuffers( b3BufferInfoCL* buffInfo, int n );
+
+ int getSerializationBufferSize() const
+ {
+ return m_serializationSizeInBytes;
+ }
+
+ int deserializeArgs(unsigned char* buf, int bufSize, cl_context ctx);
+
+ inline int validateResults(unsigned char* goldBuffer, int goldBufferCapacity, cl_context ctx);
+
+ int serializeArguments(unsigned char* destBuffer, int destBufferCapacity);
+
+ int getNumArguments() const
+ {
+ return m_kernelArguments.size();
+ }
+
+ b3KernelArgData getArgument(int index)
+ {
+ return m_kernelArguments[index];
+ }
+
+ void serializeToFile(const char* fileName, int numWorkItems);
+
+ template<typename T>
+ inline void setConst( const T& consts )
+ {
+ int sz=sizeof(T);
+ b3Assert(sz<=B3_CL_MAX_ARG_SIZE);
+
+ if (m_enableSerialization)
+ {
+ b3KernelArgData kernelArg;
+ kernelArg.m_argIndex = m_idx;
+ kernelArg.m_isBuffer = 0;
+ T* destArg = (T*)kernelArg.m_argData;
+ *destArg = consts;
+ kernelArg.m_argSizeInBytes = sizeof(T);
+ m_kernelArguments.push_back(kernelArg);
+ m_serializationSizeInBytes+=sizeof(b3KernelArgData);
+ }
+
+ cl_int status = clSetKernelArg( m_kernel, m_idx++, sz, &consts );
+ b3Assert( status == CL_SUCCESS );
+ }
+
+ inline void launch1D( int numThreads, int localSize = 64)
+ {
+ launch2D( numThreads, 1, localSize, 1 );
+ }
+
+ inline void launch2D( int numThreadsX, int numThreadsY, int localSizeX, int localSizeY )
+ {
+ size_t gRange[3] = {1,1,1};
+ size_t lRange[3] = {1,1,1};
+ lRange[0] = localSizeX;
+ lRange[1] = localSizeY;
+ gRange[0] = b3Max((size_t)1, (numThreadsX/lRange[0])+(!(numThreadsX%lRange[0])?0:1));
+ gRange[0] *= lRange[0];
+ gRange[1] = b3Max((size_t)1, (numThreadsY/lRange[1])+(!(numThreadsY%lRange[1])?0:1));
+ gRange[1] *= lRange[1];
+
+ cl_int status = clEnqueueNDRangeKernel( m_commandQueue,
+ m_kernel, 2, NULL, gRange, lRange, 0,0,0 );
+ if (status != CL_SUCCESS)
+ {
+ printf("Error: OpenCL status = %d\n",status);
+ }
+ b3Assert( status == CL_SUCCESS );
+
+ }
+
+ void enableSerialization(bool serialize)
+ {
+ m_enableSerialization = serialize;
+ }
+
+};
+
+
+
+#endif //B3_LAUNCHER_CL_H
diff --git a/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3OpenCLArray.h b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3OpenCLArray.h
new file mode 100644
index 0000000000..d70c30f53f
--- /dev/null
+++ b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3OpenCLArray.h
@@ -0,0 +1,306 @@
+#ifndef B3_OPENCL_ARRAY_H
+#define B3_OPENCL_ARRAY_H
+
+#include "Bullet3Common/b3AlignedObjectArray.h"
+#include "Bullet3OpenCL/Initialize/b3OpenCLInclude.h"
+
+template <typename T>
+class b3OpenCLArray
+{
+ size_t m_size;
+ size_t m_capacity;
+ cl_mem m_clBuffer;
+
+ cl_context m_clContext;
+ cl_command_queue m_commandQueue;
+
+ bool m_ownsMemory;
+
+ bool m_allowGrowingCapacity;
+
+ void deallocate()
+ {
+ if (m_clBuffer && m_ownsMemory)
+ {
+ clReleaseMemObject(m_clBuffer);
+ }
+ m_clBuffer = 0;
+ m_capacity=0;
+ }
+
+ b3OpenCLArray<T>& operator=(const b3OpenCLArray<T>& src);
+
+ B3_FORCE_INLINE size_t allocSize(size_t size)
+ {
+ return (size ? size*2 : 1);
+ }
+
+public:
+
+ b3OpenCLArray(cl_context ctx, cl_command_queue queue, size_t initialCapacity=0, bool allowGrowingCapacity=true)
+ :m_size(0), m_capacity(0),m_clBuffer(0),
+ m_clContext(ctx),m_commandQueue(queue),
+ m_ownsMemory(true),m_allowGrowingCapacity(true)
+ {
+ if (initialCapacity)
+ {
+ reserve(initialCapacity);
+ }
+ m_allowGrowingCapacity = allowGrowingCapacity;
+ }
+
+ ///this is an error-prone method with no error checking, be careful!
+ void setFromOpenCLBuffer(cl_mem buffer, size_t sizeInElements)
+ {
+ deallocate();
+ m_ownsMemory = false;
+ m_allowGrowingCapacity = false;
+ m_clBuffer = buffer;
+ m_size = sizeInElements;
+ m_capacity = sizeInElements;
+ }
+
+// we could enable this assignment, but need to make sure to avoid accidental deep copies
+// b3OpenCLArray<T>& operator=(const b3AlignedObjectArray<T>& src)
+// {
+// copyFromArray(src);
+// return *this;
+// }
+
+
+ cl_mem getBufferCL() const
+ {
+ return m_clBuffer;
+ }
+
+
+ virtual ~b3OpenCLArray()
+ {
+ deallocate();
+ m_size=0;
+ m_capacity=0;
+ }
+
+ B3_FORCE_INLINE bool push_back(const T& _Val,bool waitForCompletion=true)
+ {
+ bool result = true;
+ size_t sz = size();
+ if( sz == capacity() )
+ {
+ result = reserve( allocSize(size()) );
+ }
+ copyFromHostPointer(&_Val, 1, sz, waitForCompletion);
+ m_size++;
+ return result;
+ }
+
+ B3_FORCE_INLINE T forcedAt(size_t n) const
+ {
+ b3Assert(n>=0);
+ b3Assert(n<capacity());
+ T elem;
+ copyToHostPointer(&elem,1,n,true);
+ return elem;
+ }
+
+ B3_FORCE_INLINE T at(size_t n) const
+ {
+ b3Assert(n>=0);
+ b3Assert(n<size());
+ T elem;
+ copyToHostPointer(&elem,1,n,true);
+ return elem;
+ }
+
+ B3_FORCE_INLINE bool resize(size_t newsize, bool copyOldContents=true)
+ {
+ bool result = true;
+ size_t curSize = size();
+
+ if (newsize < curSize)
+ {
+ //leave the OpenCL memory for now
+ } else
+ {
+ if (newsize > size())
+ {
+ result = reserve(newsize,copyOldContents);
+ }
+
+ //leave new data uninitialized (init in debug mode?)
+ //for (size_t i=curSize;i<newsize;i++) ...
+ }
+
+ if (result)
+ {
+ m_size = newsize;
+ } else
+ {
+ m_size = 0;
+ }
+ return result;
+ }
+
+ B3_FORCE_INLINE size_t size() const
+ {
+ return m_size;
+ }
+
+ B3_FORCE_INLINE size_t capacity() const
+ {
+ return m_capacity;
+ }
+
+ B3_FORCE_INLINE bool reserve(size_t _Count, bool copyOldContents=true)
+ {
+ bool result=true;
+ // determine new minimum length of allocated storage
+ if (capacity() < _Count)
+ { // not enough room, reallocate
+
+ if (m_allowGrowingCapacity)
+ {
+ cl_int ciErrNum;
+ //create a new OpenCL buffer
+ size_t memSizeInBytes = sizeof(T)*_Count;
+ cl_mem buf = clCreateBuffer(m_clContext, CL_MEM_READ_WRITE, memSizeInBytes, NULL, &ciErrNum);
+ if (ciErrNum!=CL_SUCCESS)
+ {
+ b3Error("OpenCL out-of-memory\n");
+ _Count = 0;
+ result = false;
+ }
+//#define B3_ALWAYS_INITIALIZE_OPENCL_BUFFERS
+#ifdef B3_ALWAYS_INITIALIZE_OPENCL_BUFFERS
+ unsigned char* src = (unsigned char*)malloc(memSizeInBytes);
+ for (size_t i=0;i<memSizeInBytes;i++)
+ src[i] = 0xbb;
+ ciErrNum = clEnqueueWriteBuffer( m_commandQueue, buf, CL_TRUE, 0, memSizeInBytes, src, 0,0,0 );
+ b3Assert(ciErrNum==CL_SUCCESS);
+ clFinish(m_commandQueue);
+ free(src);
+#endif //B3_ALWAYS_INITIALIZE_OPENCL_BUFFERS
+
+ if (result)
+ {
+ if (copyOldContents)
+ copyToCL(buf, size());
+ }
+
+ //deallocate the old buffer
+ deallocate();
+
+ m_clBuffer = buf;
+
+ m_capacity = _Count;
+ } else
+ {
+ //fail: assert and
+ b3Assert(0);
+ deallocate();
+ result=false;
+ }
+ }
+ return result;
+ }
+
+
+ void copyToCL(cl_mem destination, size_t numElements, size_t firstElem=0, size_t dstOffsetInElems=0) const
+ {
+ if (numElements<=0)
+ return;
+
+ b3Assert(m_clBuffer);
+ b3Assert(destination);
+
+ //likely some error, destination is same as source
+ b3Assert(m_clBuffer != destination);
+
+ b3Assert((firstElem+numElements)<=m_size);
+
+ cl_int status = 0;
+
+
+ b3Assert(numElements>0);
+ b3Assert(numElements<=m_size);
+
+ size_t srcOffsetBytes = sizeof(T)*firstElem;
+ size_t dstOffsetInBytes = sizeof(T)*dstOffsetInElems;
+
+ status = clEnqueueCopyBuffer( m_commandQueue, m_clBuffer, destination,
+ srcOffsetBytes, dstOffsetInBytes, sizeof(T)*numElements, 0, 0, 0 );
+
+ b3Assert( status == CL_SUCCESS );
+ }
+
+ void copyFromHost(const b3AlignedObjectArray<T>& srcArray, bool waitForCompletion=true)
+ {
+ size_t newSize = srcArray.size();
+
+ bool copyOldContents = false;
+ resize (newSize,copyOldContents);
+ if (newSize)
+ copyFromHostPointer(&srcArray[0],newSize,0,waitForCompletion);
+
+ }
+
+ void copyFromHostPointer(const T* src, size_t numElems, size_t destFirstElem= 0, bool waitForCompletion=true)
+ {
+ b3Assert(numElems+destFirstElem <= capacity());
+
+ if (numElems+destFirstElem)
+ {
+ cl_int status = 0;
+ size_t sizeInBytes=sizeof(T)*numElems;
+ status = clEnqueueWriteBuffer( m_commandQueue, m_clBuffer, 0, sizeof(T)*destFirstElem, sizeInBytes,
+ src, 0,0,0 );
+ b3Assert(status == CL_SUCCESS );
+ if (waitForCompletion)
+ clFinish(m_commandQueue);
+ } else
+ {
+ b3Error("copyFromHostPointer invalid range\n");
+ }
+ }
+
+
+ void copyToHost(b3AlignedObjectArray<T>& destArray, bool waitForCompletion=true) const
+ {
+ destArray.resize(this->size());
+ if (size())
+ copyToHostPointer(&destArray[0], size(),0,waitForCompletion);
+ }
+
+ void copyToHostPointer(T* destPtr, size_t numElem, size_t srcFirstElem=0, bool waitForCompletion=true) const
+ {
+ b3Assert(numElem+srcFirstElem <= capacity());
+
+ if(numElem+srcFirstElem <= capacity())
+ {
+ cl_int status = 0;
+ status = clEnqueueReadBuffer( m_commandQueue, m_clBuffer, 0, sizeof(T)*srcFirstElem, sizeof(T)*numElem,
+ destPtr, 0,0,0 );
+ b3Assert( status==CL_SUCCESS );
+
+ if (waitForCompletion)
+ clFinish(m_commandQueue);
+ } else
+ {
+ b3Error("copyToHostPointer invalid range\n");
+ }
+ }
+
+ void copyFromOpenCLArray(const b3OpenCLArray& src)
+ {
+ size_t newSize = src.size();
+ resize(newSize);
+ if (size())
+ {
+ src.copyToCL(m_clBuffer,size());
+ }
+ }
+
+};
+
+
+#endif //B3_OPENCL_ARRAY_H
diff --git a/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3PrefixScanCL.cpp b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3PrefixScanCL.cpp
new file mode 100644
index 0000000000..42cd197740
--- /dev/null
+++ b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3PrefixScanCL.cpp
@@ -0,0 +1,126 @@
+#include "b3PrefixScanCL.h"
+#include "b3FillCL.h"
+#define B3_PREFIXSCAN_PROG_PATH "src/Bullet3OpenCL/ParallelPrimitives/kernels/PrefixScanKernels.cl"
+
+#include "b3LauncherCL.h"
+#include "Bullet3OpenCL/Initialize/b3OpenCLUtils.h"
+#include "kernels/PrefixScanKernelsCL.h"
+
+b3PrefixScanCL::b3PrefixScanCL(cl_context ctx, cl_device_id device, cl_command_queue queue, int size)
+:m_commandQueue(queue)
+{
+ const char* scanKernelSource = prefixScanKernelsCL;
+ cl_int pErrNum;
+ char* additionalMacros=0;
+
+ m_workBuffer = new b3OpenCLArray<unsigned int>(ctx,queue,size);
+ cl_program scanProg = b3OpenCLUtils::compileCLProgramFromString( ctx, device, scanKernelSource, &pErrNum,additionalMacros, B3_PREFIXSCAN_PROG_PATH);
+ b3Assert(scanProg);
+
+ m_localScanKernel = b3OpenCLUtils::compileCLKernelFromString( ctx, device, scanKernelSource, "LocalScanKernel", &pErrNum, scanProg,additionalMacros );
+ b3Assert(m_localScanKernel );
+ m_blockSumKernel = b3OpenCLUtils::compileCLKernelFromString( ctx, device, scanKernelSource, "TopLevelScanKernel", &pErrNum, scanProg,additionalMacros );
+ b3Assert(m_blockSumKernel );
+ m_propagationKernel = b3OpenCLUtils::compileCLKernelFromString( ctx, device, scanKernelSource, "AddOffsetKernel", &pErrNum, scanProg,additionalMacros );
+ b3Assert(m_propagationKernel );
+}
+
+
+b3PrefixScanCL::~b3PrefixScanCL()
+{
+ delete m_workBuffer;
+ clReleaseKernel(m_localScanKernel);
+ clReleaseKernel(m_blockSumKernel);
+ clReleaseKernel(m_propagationKernel);
+}
+
+template<class T>
+T b3NextPowerOf2(T n)
+{
+ n -= 1;
+ for(int i=0; i<sizeof(T)*8; i++)
+ n = n | (n>>i);
+ return n+1;
+}
+
+void b3PrefixScanCL::execute(b3OpenCLArray<unsigned int>& src, b3OpenCLArray<unsigned int>& dst, int n, unsigned int* sum)
+{
+
+// b3Assert( data->m_option == EXCLUSIVE );
+ const unsigned int numBlocks = (const unsigned int)( (n+BLOCK_SIZE*2-1)/(BLOCK_SIZE*2) );
+
+ dst.resize(src.size());
+ m_workBuffer->resize(src.size());
+
+ b3Int4 constBuffer;
+ constBuffer.x = n;
+ constBuffer.y = numBlocks;
+ constBuffer.z = (int)b3NextPowerOf2( numBlocks );
+
+ b3OpenCLArray<unsigned int>* srcNative = &src;
+ b3OpenCLArray<unsigned int>* dstNative = &dst;
+
+ {
+ b3BufferInfoCL bInfo[] = { b3BufferInfoCL( dstNative->getBufferCL() ), b3BufferInfoCL( srcNative->getBufferCL() ), b3BufferInfoCL( m_workBuffer->getBufferCL() ) };
+
+ b3LauncherCL launcher( m_commandQueue, m_localScanKernel,"m_localScanKernel" );
+ launcher.setBuffers( bInfo, sizeof(bInfo)/sizeof(b3BufferInfoCL) );
+ launcher.setConst( constBuffer );
+ launcher.launch1D( numBlocks*BLOCK_SIZE, BLOCK_SIZE );
+ }
+
+ {
+ b3BufferInfoCL bInfo[] = { b3BufferInfoCL( m_workBuffer->getBufferCL() ) };
+
+ b3LauncherCL launcher( m_commandQueue, m_blockSumKernel,"m_blockSumKernel" );
+ launcher.setBuffers( bInfo, sizeof(bInfo)/sizeof(b3BufferInfoCL) );
+ launcher.setConst( constBuffer );
+ launcher.launch1D( BLOCK_SIZE, BLOCK_SIZE );
+ }
+
+
+ if( numBlocks > 1 )
+ {
+ b3BufferInfoCL bInfo[] = { b3BufferInfoCL( dstNative->getBufferCL() ), b3BufferInfoCL( m_workBuffer->getBufferCL() ) };
+ b3LauncherCL launcher( m_commandQueue, m_propagationKernel,"m_propagationKernel" );
+ launcher.setBuffers( bInfo, sizeof(bInfo)/sizeof(b3BufferInfoCL) );
+ launcher.setConst( constBuffer );
+ launcher.launch1D( (numBlocks-1)*BLOCK_SIZE, BLOCK_SIZE );
+ }
+
+
+ if( sum )
+ {
+ clFinish(m_commandQueue);
+ dstNative->copyToHostPointer(sum,1,n-1,true);
+ }
+
+}
+
+
+void b3PrefixScanCL::executeHost(b3AlignedObjectArray<unsigned int>& src, b3AlignedObjectArray<unsigned int>& dst, int n, unsigned int* sum)
+{
+ unsigned int s = 0;
+ //if( data->m_option == EXCLUSIVE )
+ {
+ for(int i=0; i<n; i++)
+ {
+ dst[i] = s;
+ s += src[i];
+ }
+ }
+ /*else
+ {
+ for(int i=0; i<n; i++)
+ {
+ s += hSrc[i];
+ hDst[i] = s;
+ }
+ }
+ */
+
+ if( sum )
+ {
+ *sum = dst[n-1];
+ }
+} \ No newline at end of file
diff --git a/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3PrefixScanCL.h b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3PrefixScanCL.h
new file mode 100644
index 0000000000..a9a2e61b9e
--- /dev/null
+++ b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3PrefixScanCL.h
@@ -0,0 +1,37 @@
+
+#ifndef B3_PREFIX_SCAN_CL_H
+#define B3_PREFIX_SCAN_CL_H
+
+#include "b3OpenCLArray.h"
+#include "b3BufferInfoCL.h"
+#include "Bullet3Common/b3AlignedObjectArray.h"
+
+class b3PrefixScanCL
+{
+ enum
+ {
+ BLOCK_SIZE = 128
+ };
+
+// Option m_option;
+
+ cl_command_queue m_commandQueue;
+
+ cl_kernel m_localScanKernel;
+ cl_kernel m_blockSumKernel;
+ cl_kernel m_propagationKernel;
+
+ b3OpenCLArray<unsigned int>* m_workBuffer;
+
+
+ public:
+
+ b3PrefixScanCL(cl_context ctx, cl_device_id device, cl_command_queue queue,int size=0);
+
+ virtual ~b3PrefixScanCL();
+
+ void execute(b3OpenCLArray<unsigned int>& src, b3OpenCLArray<unsigned int>& dst, int n, unsigned int* sum = 0);
+ void executeHost(b3AlignedObjectArray<unsigned int>& src, b3AlignedObjectArray<unsigned int>& dst, int n, unsigned int* sum=0);
+};
+
+#endif //B3_PREFIX_SCAN_CL_H
diff --git a/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3PrefixScanFloat4CL.cpp b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3PrefixScanFloat4CL.cpp
new file mode 100644
index 0000000000..80560d793d
--- /dev/null
+++ b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3PrefixScanFloat4CL.cpp
@@ -0,0 +1,126 @@
+#include "b3PrefixScanFloat4CL.h"
+#include "b3FillCL.h"
+#define B3_PREFIXSCAN_FLOAT4_PROG_PATH "src/Bullet3OpenCL/ParallelPrimitives/kernels/PrefixScanFloat4Kernels.cl"
+
+#include "b3LauncherCL.h"
+#include "Bullet3OpenCL/Initialize/b3OpenCLUtils.h"
+#include "kernels/PrefixScanKernelsFloat4CL.h"
+
+b3PrefixScanFloat4CL::b3PrefixScanFloat4CL(cl_context ctx, cl_device_id device, cl_command_queue queue, int size)
+:m_commandQueue(queue)
+{
+ const char* scanKernelSource = prefixScanKernelsFloat4CL;
+ cl_int pErrNum;
+ char* additionalMacros=0;
+
+ m_workBuffer = new b3OpenCLArray<b3Vector3>(ctx,queue,size);
+ cl_program scanProg = b3OpenCLUtils::compileCLProgramFromString( ctx, device, scanKernelSource, &pErrNum,additionalMacros, B3_PREFIXSCAN_FLOAT4_PROG_PATH);
+ b3Assert(scanProg);
+
+ m_localScanKernel = b3OpenCLUtils::compileCLKernelFromString( ctx, device, scanKernelSource, "LocalScanKernel", &pErrNum, scanProg,additionalMacros );
+ b3Assert(m_localScanKernel );
+ m_blockSumKernel = b3OpenCLUtils::compileCLKernelFromString( ctx, device, scanKernelSource, "TopLevelScanKernel", &pErrNum, scanProg,additionalMacros );
+ b3Assert(m_blockSumKernel );
+ m_propagationKernel = b3OpenCLUtils::compileCLKernelFromString( ctx, device, scanKernelSource, "AddOffsetKernel", &pErrNum, scanProg,additionalMacros );
+ b3Assert(m_propagationKernel );
+}
+
+
+b3PrefixScanFloat4CL::~b3PrefixScanFloat4CL()
+{
+ delete m_workBuffer;
+ clReleaseKernel(m_localScanKernel);
+ clReleaseKernel(m_blockSumKernel);
+ clReleaseKernel(m_propagationKernel);
+}
+
+template<class T>
+T b3NextPowerOf2(T n)
+{
+ n -= 1;
+ for(int i=0; i<sizeof(T)*8; i++)
+ n = n | (n>>i);
+ return n+1;
+}
+
+void b3PrefixScanFloat4CL::execute(b3OpenCLArray<b3Vector3>& src, b3OpenCLArray<b3Vector3>& dst, int n, b3Vector3* sum)
+{
+
+// b3Assert( data->m_option == EXCLUSIVE );
+ const unsigned int numBlocks = (const unsigned int)( (n+BLOCK_SIZE*2-1)/(BLOCK_SIZE*2) );
+
+ dst.resize(src.size());
+ m_workBuffer->resize(src.size());
+
+ b3Int4 constBuffer;
+ constBuffer.x = n;
+ constBuffer.y = numBlocks;
+ constBuffer.z = (int)b3NextPowerOf2( numBlocks );
+
+ b3OpenCLArray<b3Vector3>* srcNative = &src;
+ b3OpenCLArray<b3Vector3>* dstNative = &dst;
+
+ {
+ b3BufferInfoCL bInfo[] = { b3BufferInfoCL( dstNative->getBufferCL() ), b3BufferInfoCL( srcNative->getBufferCL() ), b3BufferInfoCL( m_workBuffer->getBufferCL() ) };
+
+ b3LauncherCL launcher( m_commandQueue, m_localScanKernel ,"m_localScanKernel");
+ launcher.setBuffers( bInfo, sizeof(bInfo)/sizeof(b3BufferInfoCL) );
+ launcher.setConst( constBuffer );
+ launcher.launch1D( numBlocks*BLOCK_SIZE, BLOCK_SIZE );
+ }
+
+ {
+ b3BufferInfoCL bInfo[] = { b3BufferInfoCL( m_workBuffer->getBufferCL() ) };
+
+ b3LauncherCL launcher( m_commandQueue, m_blockSumKernel ,"m_blockSumKernel");
+ launcher.setBuffers( bInfo, sizeof(bInfo)/sizeof(b3BufferInfoCL) );
+ launcher.setConst( constBuffer );
+ launcher.launch1D( BLOCK_SIZE, BLOCK_SIZE );
+ }
+
+
+ if( numBlocks > 1 )
+ {
+ b3BufferInfoCL bInfo[] = { b3BufferInfoCL( dstNative->getBufferCL() ), b3BufferInfoCL( m_workBuffer->getBufferCL() ) };
+ b3LauncherCL launcher( m_commandQueue, m_propagationKernel ,"m_propagationKernel");
+ launcher.setBuffers( bInfo, sizeof(bInfo)/sizeof(b3BufferInfoCL) );
+ launcher.setConst( constBuffer );
+ launcher.launch1D( (numBlocks-1)*BLOCK_SIZE, BLOCK_SIZE );
+ }
+
+
+ if( sum )
+ {
+ clFinish(m_commandQueue);
+ dstNative->copyToHostPointer(sum,1,n-1,true);
+ }
+
+}
+
+
+void b3PrefixScanFloat4CL::executeHost(b3AlignedObjectArray<b3Vector3>& src, b3AlignedObjectArray<b3Vector3>& dst, int n, b3Vector3* sum)
+{
+ b3Vector3 s=b3MakeVector3(0,0,0);
+ //if( data->m_option == EXCLUSIVE )
+ {
+ for(int i=0; i<n; i++)
+ {
+ dst[i] = s;
+ s += src[i];
+ }
+ }
+ /*else
+ {
+ for(int i=0; i<n; i++)
+ {
+ s += hSrc[i];
+ hDst[i] = s;
+ }
+ }
+ */
+
+ if( sum )
+ {
+ *sum = dst[n-1];
+ }
+} \ No newline at end of file
diff --git a/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3PrefixScanFloat4CL.h b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3PrefixScanFloat4CL.h
new file mode 100644
index 0000000000..2c8003c1bb
--- /dev/null
+++ b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3PrefixScanFloat4CL.h
@@ -0,0 +1,38 @@
+
+#ifndef B3_PREFIX_SCAN_CL_H
+#define B3_PREFIX_SCAN_CL_H
+
+#include "b3OpenCLArray.h"
+#include "b3BufferInfoCL.h"
+#include "Bullet3Common/b3AlignedObjectArray.h"
+#include "Bullet3Common/b3Vector3.h"
+
+class b3PrefixScanFloat4CL
+{
+ enum
+ {
+ BLOCK_SIZE = 128
+ };
+
+// Option m_option;
+
+ cl_command_queue m_commandQueue;
+
+ cl_kernel m_localScanKernel;
+ cl_kernel m_blockSumKernel;
+ cl_kernel m_propagationKernel;
+
+ b3OpenCLArray<b3Vector3>* m_workBuffer;
+
+
+ public:
+
+ b3PrefixScanFloat4CL(cl_context ctx, cl_device_id device, cl_command_queue queue,int size=0);
+
+ virtual ~b3PrefixScanFloat4CL();
+
+ void execute(b3OpenCLArray<b3Vector3>& src, b3OpenCLArray<b3Vector3>& dst, int n, b3Vector3* sum = 0);
+ void executeHost(b3AlignedObjectArray<b3Vector3>& src, b3AlignedObjectArray<b3Vector3>& dst, int n, b3Vector3* sum);
+};
+
+#endif //B3_PREFIX_SCAN_CL_H
diff --git a/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3RadixSort32CL.cpp b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3RadixSort32CL.cpp
new file mode 100644
index 0000000000..f11ae4bcdb
--- /dev/null
+++ b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3RadixSort32CL.cpp
@@ -0,0 +1,710 @@
+
+#include "b3RadixSort32CL.h"
+#include "b3LauncherCL.h"
+#include "Bullet3OpenCL/Initialize/b3OpenCLUtils.h"
+#include "b3PrefixScanCL.h"
+#include "b3FillCL.h"
+
+#define RADIXSORT32_PATH "src/Bullet3OpenCL/ParallelPrimitives/kernels/RadixSort32Kernels.cl"
+
+#include "kernels/RadixSort32KernelsCL.h"
+
+b3RadixSort32CL::b3RadixSort32CL(cl_context ctx, cl_device_id device, cl_command_queue queue, int initialCapacity)
+:m_commandQueue(queue)
+{
+ b3OpenCLDeviceInfo info;
+ b3OpenCLUtils::getDeviceInfo(device,&info);
+ m_deviceCPU = (info.m_deviceType & CL_DEVICE_TYPE_CPU)!=0;
+
+ m_workBuffer1 = new b3OpenCLArray<unsigned int>(ctx,queue);
+ m_workBuffer2 = new b3OpenCLArray<unsigned int>(ctx,queue);
+ m_workBuffer3 = new b3OpenCLArray<b3SortData>(ctx,queue);
+ m_workBuffer3a = new b3OpenCLArray<unsigned int>(ctx,queue);
+ m_workBuffer4 = new b3OpenCLArray<b3SortData>(ctx,queue);
+ m_workBuffer4a = new b3OpenCLArray<unsigned int>(ctx,queue);
+
+
+ if (initialCapacity>0)
+ {
+ m_workBuffer1->resize(initialCapacity);
+ m_workBuffer3->resize(initialCapacity);
+ m_workBuffer3a->resize(initialCapacity);
+ m_workBuffer4->resize(initialCapacity);
+ m_workBuffer4a->resize(initialCapacity);
+ }
+
+ m_scan = new b3PrefixScanCL(ctx,device,queue);
+ m_fill = new b3FillCL(ctx,device,queue);
+
+ const char* additionalMacros = "";
+
+ cl_int pErrNum;
+ const char* kernelSource = radixSort32KernelsCL;
+
+ cl_program sortProg = b3OpenCLUtils::compileCLProgramFromString( ctx, device, kernelSource, &pErrNum,additionalMacros, RADIXSORT32_PATH);
+ b3Assert(sortProg);
+
+ m_streamCountSortDataKernel = b3OpenCLUtils::compileCLKernelFromString( ctx, device, kernelSource, "StreamCountSortDataKernel", &pErrNum, sortProg,additionalMacros );
+ b3Assert(m_streamCountSortDataKernel );
+
+
+
+ m_streamCountKernel = b3OpenCLUtils::compileCLKernelFromString( ctx, device, kernelSource, "StreamCountKernel", &pErrNum, sortProg,additionalMacros );
+ b3Assert(m_streamCountKernel);
+
+
+
+ if (m_deviceCPU)
+ {
+
+ m_sortAndScatterSortDataKernel = b3OpenCLUtils::compileCLKernelFromString( ctx, device, kernelSource, "SortAndScatterSortDataKernelSerial", &pErrNum, sortProg,additionalMacros );
+ b3Assert(m_sortAndScatterSortDataKernel);
+ m_sortAndScatterKernel = b3OpenCLUtils::compileCLKernelFromString( ctx, device, kernelSource, "SortAndScatterKernelSerial", &pErrNum, sortProg,additionalMacros );
+ b3Assert(m_sortAndScatterKernel);
+ } else
+ {
+ m_sortAndScatterSortDataKernel = b3OpenCLUtils::compileCLKernelFromString( ctx, device, kernelSource, "SortAndScatterSortDataKernel", &pErrNum, sortProg,additionalMacros );
+ b3Assert(m_sortAndScatterSortDataKernel);
+ m_sortAndScatterKernel = b3OpenCLUtils::compileCLKernelFromString( ctx, device, kernelSource, "SortAndScatterKernel", &pErrNum, sortProg,additionalMacros );
+ b3Assert(m_sortAndScatterKernel);
+ }
+
+ m_prefixScanKernel = b3OpenCLUtils::compileCLKernelFromString( ctx, device, kernelSource, "PrefixScanKernel", &pErrNum, sortProg,additionalMacros );
+ b3Assert(m_prefixScanKernel);
+
+}
+
+b3RadixSort32CL::~b3RadixSort32CL()
+{
+ delete m_scan;
+ delete m_fill;
+ delete m_workBuffer1;
+ delete m_workBuffer2;
+ delete m_workBuffer3;
+ delete m_workBuffer3a;
+ delete m_workBuffer4;
+ delete m_workBuffer4a;
+
+ clReleaseKernel(m_streamCountSortDataKernel);
+ clReleaseKernel(m_streamCountKernel);
+ clReleaseKernel(m_sortAndScatterSortDataKernel);
+ clReleaseKernel(m_sortAndScatterKernel);
+ clReleaseKernel(m_prefixScanKernel);
+}
+
+void b3RadixSort32CL::executeHost(b3AlignedObjectArray<b3SortData>& inout, int sortBits /* = 32 */)
+{
+ int n = inout.size();
+ const int BITS_PER_PASS = 8;
+ const int NUM_TABLES = (1<<BITS_PER_PASS);
+
+
+ int tables[NUM_TABLES];
+ int counter[NUM_TABLES];
+
+ b3SortData* src = &inout[0];
+ b3AlignedObjectArray<b3SortData> workbuffer;
+ workbuffer.resize(inout.size());
+ b3SortData* dst = &workbuffer[0];
+
+ int count=0;
+ for(int startBit=0; startBit<sortBits; startBit+=BITS_PER_PASS)
+ {
+ for(int i=0; i<NUM_TABLES; i++)
+ {
+ tables[i] = 0;
+ }
+
+ for(int i=0; i<n; i++)
+ {
+ int tableIdx = (src[i].m_key >> startBit) & (NUM_TABLES-1);
+ tables[tableIdx]++;
+ }
+//#define TEST
+#ifdef TEST
+ printf("histogram size=%d\n",NUM_TABLES);
+ for (int i=0;i<NUM_TABLES;i++)
+ {
+ if (tables[i]!=0)
+ {
+ printf("tables[%d]=%d]\n",i,tables[i]);
+ }
+
+ }
+#endif //TEST
+ // prefix scan
+ int sum = 0;
+ for(int i=0; i<NUM_TABLES; i++)
+ {
+ int iData = tables[i];
+ tables[i] = sum;
+ sum += iData;
+ counter[i] = 0;
+ }
+
+ // distribute
+ for(int i=0; i<n; i++)
+ {
+ int tableIdx = (src[i].m_key >> startBit) & (NUM_TABLES-1);
+
+ dst[tables[tableIdx] + counter[tableIdx]] = src[i];
+ counter[tableIdx] ++;
+ }
+
+ b3Swap( src, dst );
+ count++;
+ }
+
+ if (count&1)
+ {
+ b3Assert(0);//need to copy
+
+ }
+}
+
+void b3RadixSort32CL::executeHost(b3OpenCLArray<b3SortData>& keyValuesInOut, int sortBits /* = 32 */)
+{
+
+ b3AlignedObjectArray<b3SortData> inout;
+ keyValuesInOut.copyToHost(inout);
+
+ executeHost(inout,sortBits);
+
+ keyValuesInOut.copyFromHost(inout);
+}
+
+void b3RadixSort32CL::execute(b3OpenCLArray<unsigned int>& keysIn, b3OpenCLArray<unsigned int>& keysOut, b3OpenCLArray<unsigned int>& valuesIn,
+ b3OpenCLArray<unsigned int>& valuesOut, int n, int sortBits)
+{
+
+}
+
+//#define DEBUG_RADIXSORT
+//#define DEBUG_RADIXSORT2
+
+
+void b3RadixSort32CL::execute(b3OpenCLArray<b3SortData>& keyValuesInOut, int sortBits /* = 32 */)
+{
+
+ int originalSize = keyValuesInOut.size();
+ int workingSize = originalSize;
+
+
+ int dataAlignment = DATA_ALIGNMENT;
+
+#ifdef DEBUG_RADIXSORT2
+ b3AlignedObjectArray<b3SortData> test2;
+ keyValuesInOut.copyToHost(test2);
+ printf("numElem = %d\n",test2.size());
+ for (int i=0;i<test2.size();i++)
+ {
+ printf("test2[%d].m_key=%d\n",i,test2[i].m_key);
+ printf("test2[%d].m_value=%d\n",i,test2[i].m_value);
+ }
+#endif //DEBUG_RADIXSORT2
+
+ b3OpenCLArray<b3SortData>* src = 0;
+
+ if (workingSize%dataAlignment)
+ {
+ workingSize += dataAlignment-(workingSize%dataAlignment);
+ m_workBuffer4->copyFromOpenCLArray(keyValuesInOut);
+ m_workBuffer4->resize(workingSize);
+ b3SortData fillValue;
+ fillValue.m_key = 0xffffffff;
+ fillValue.m_value = 0xffffffff;
+
+#define USE_BTFILL
+#ifdef USE_BTFILL
+ m_fill->execute((b3OpenCLArray<b3Int2>&)*m_workBuffer4,(b3Int2&)fillValue,workingSize-originalSize,originalSize);
+#else
+ //fill the remaining bits (very slow way, todo: fill on GPU/OpenCL side)
+
+ for (int i=originalSize; i<workingSize;i++)
+ {
+ m_workBuffer4->copyFromHostPointer(&fillValue,1,i);
+ }
+#endif//USE_BTFILL
+
+ src = m_workBuffer4;
+ } else
+ {
+ src = &keyValuesInOut;
+ m_workBuffer4->resize(0);
+ }
+
+ b3Assert( workingSize%DATA_ALIGNMENT == 0 );
+ int minCap = NUM_BUCKET*NUM_WGS;
+
+
+ int n = workingSize;
+
+ m_workBuffer1->resize(minCap);
+ m_workBuffer3->resize(workingSize);
+
+
+// ADLASSERT( ELEMENTS_PER_WORK_ITEM == 4 );
+ b3Assert( BITS_PER_PASS == 4 );
+ b3Assert( WG_SIZE == 64 );
+ b3Assert( (sortBits&0x3) == 0 );
+
+
+
+ b3OpenCLArray<b3SortData>* dst = m_workBuffer3;
+
+ b3OpenCLArray<unsigned int>* srcHisto = m_workBuffer1;
+ b3OpenCLArray<unsigned int>* destHisto = m_workBuffer2;
+
+
+ int nWGs = NUM_WGS;
+ b3ConstData cdata;
+
+ {
+ int blockSize = ELEMENTS_PER_WORK_ITEM*WG_SIZE;//set at 256
+ int nBlocks = (n+blockSize-1)/(blockSize);
+ cdata.m_n = n;
+ cdata.m_nWGs = NUM_WGS;
+ cdata.m_startBit = 0;
+ cdata.m_nBlocksPerWG = (nBlocks + cdata.m_nWGs - 1)/cdata.m_nWGs;
+ if( nBlocks < NUM_WGS )
+ {
+ cdata.m_nBlocksPerWG = 1;
+ nWGs = nBlocks;
+ }
+ }
+
+ int count=0;
+ for(int ib=0; ib<sortBits; ib+=4)
+ {
+#ifdef DEBUG_RADIXSORT2
+ keyValuesInOut.copyToHost(test2);
+ printf("numElem = %d\n",test2.size());
+ for (int i=0;i<test2.size();i++)
+ {
+ if (test2[i].m_key != test2[i].m_value)
+ {
+ printf("test2[%d].m_key=%d\n",i,test2[i].m_key);
+ printf("test2[%d].m_value=%d\n",i,test2[i].m_value);
+ }
+ }
+#endif //DEBUG_RADIXSORT2
+
+ cdata.m_startBit = ib;
+
+ if (src->size())
+ {
+ b3BufferInfoCL bInfo[] = { b3BufferInfoCL( src->getBufferCL(), true ), b3BufferInfoCL( srcHisto->getBufferCL() ) };
+ b3LauncherCL launcher(m_commandQueue, m_streamCountSortDataKernel,"m_streamCountSortDataKernel");
+
+ launcher.setBuffers( bInfo, sizeof(bInfo)/sizeof(b3BufferInfoCL) );
+ launcher.setConst( cdata );
+
+ int num = NUM_WGS*WG_SIZE;
+ launcher.launch1D( num, WG_SIZE );
+ }
+
+
+
+#ifdef DEBUG_RADIXSORT
+ b3AlignedObjectArray<unsigned int> testHist;
+ srcHisto->copyToHost(testHist);
+ printf("ib = %d, testHist size = %d, non zero elements:\n",ib, testHist.size());
+ for (int i=0;i<testHist.size();i++)
+ {
+ if (testHist[i]!=0)
+ printf("testHist[%d]=%d\n",i,testHist[i]);
+ }
+#endif //DEBUG_RADIXSORT
+
+
+
+//fast prefix scan is not working properly on Mac OSX yet
+#ifdef __APPLE__
+ bool fastScan=false;
+#else
+ bool fastScan=!m_deviceCPU;//only use fast scan on GPU
+#endif
+
+ if (fastScan)
+ {// prefix scan group histogram
+ b3BufferInfoCL bInfo[] = { b3BufferInfoCL( srcHisto->getBufferCL() ) };
+ b3LauncherCL launcher( m_commandQueue, m_prefixScanKernel,"m_prefixScanKernel" );
+ launcher.setBuffers( bInfo, sizeof(bInfo)/sizeof(b3BufferInfoCL) );
+ launcher.setConst( cdata );
+ launcher.launch1D( 128, 128 );
+ destHisto = srcHisto;
+ }else
+ {
+ //unsigned int sum; //for debugging
+ m_scan->execute(*srcHisto,*destHisto,1920,0);//,&sum);
+ }
+
+
+#ifdef DEBUG_RADIXSORT
+ destHisto->copyToHost(testHist);
+ printf("ib = %d, testHist size = %d, non zero elements:\n",ib, testHist.size());
+ for (int i=0;i<testHist.size();i++)
+ {
+ if (testHist[i]!=0)
+ printf("testHist[%d]=%d\n",i,testHist[i]);
+ }
+
+ for (int i=0;i<testHist.size();i+=NUM_WGS)
+ {
+ printf("testHist[%d]=%d\n",i/NUM_WGS,testHist[i]);
+ }
+
+#endif //DEBUG_RADIXSORT
+
+#define USE_GPU
+#ifdef USE_GPU
+
+ if (src->size())
+ {// local sort and distribute
+ b3BufferInfoCL bInfo[] = { b3BufferInfoCL( src->getBufferCL(), true ), b3BufferInfoCL( destHisto->getBufferCL(), true ), b3BufferInfoCL( dst->getBufferCL() )};
+ b3LauncherCL launcher( m_commandQueue, m_sortAndScatterSortDataKernel,"m_sortAndScatterSortDataKernel" );
+ launcher.setBuffers( bInfo, sizeof(bInfo)/sizeof(b3BufferInfoCL) );
+ launcher.setConst( cdata );
+ launcher.launch1D( nWGs*WG_SIZE, WG_SIZE );
+
+ }
+#else
+ {
+#define NUM_TABLES 16
+//#define SEQUENTIAL
+#ifdef SEQUENTIAL
+ int counter2[NUM_TABLES]={0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
+ int tables[NUM_TABLES];
+ int startBit = ib;
+
+ destHisto->copyToHost(testHist);
+ b3AlignedObjectArray<b3SortData> srcHost;
+ b3AlignedObjectArray<b3SortData> dstHost;
+ dstHost.resize(src->size());
+
+ src->copyToHost(srcHost);
+
+ for (int i=0;i<NUM_TABLES;i++)
+ {
+ tables[i] = testHist[i*NUM_WGS];
+ }
+
+ // distribute
+ for(int i=0; i<n; i++)
+ {
+ int tableIdx = (srcHost[i].m_key >> startBit) & (NUM_TABLES-1);
+
+ dstHost[tables[tableIdx] + counter2[tableIdx]] = srcHost[i];
+ counter2[tableIdx] ++;
+ }
+
+
+#else
+
+ int counter2[NUM_TABLES]={0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
+
+ int tables[NUM_TABLES];
+ b3AlignedObjectArray<b3SortData> dstHostOK;
+ dstHostOK.resize(src->size());
+
+ destHisto->copyToHost(testHist);
+ b3AlignedObjectArray<b3SortData> srcHost;
+ src->copyToHost(srcHost);
+
+ int blockSize = 256;
+ int nBlocksPerWG = cdata.m_nBlocksPerWG;
+ int startBit = ib;
+
+ {
+ for (int i=0;i<NUM_TABLES;i++)
+ {
+ tables[i] = testHist[i*NUM_WGS];
+ }
+
+ // distribute
+ for(int i=0; i<n; i++)
+ {
+ int tableIdx = (srcHost[i].m_key >> startBit) & (NUM_TABLES-1);
+
+ dstHostOK[tables[tableIdx] + counter2[tableIdx]] = srcHost[i];
+ counter2[tableIdx] ++;
+ }
+
+
+ }
+
+
+ b3AlignedObjectArray<b3SortData> dstHost;
+ dstHost.resize(src->size());
+
+
+ int counter[NUM_TABLES]={0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
+
+
+
+ for (int wgIdx=0;wgIdx<NUM_WGS;wgIdx++)
+ {
+ int counter[NUM_TABLES]={0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
+
+ int nBlocks = (n)/blockSize - nBlocksPerWG*wgIdx;
+
+ for(int iblock=0; iblock<b3Min(cdata.m_nBlocksPerWG, nBlocks); iblock++)
+ {
+ for (int lIdx = 0;lIdx < 64;lIdx++)
+ {
+ int addr = iblock*blockSize + blockSize*cdata.m_nBlocksPerWG*wgIdx + ELEMENTS_PER_WORK_ITEM*lIdx;
+
+ // MY_HISTOGRAM( localKeys.x ) ++ is much expensive than atomic add as it requires read and write while atomics can just add on AMD
+ // Using registers didn't perform well. It seems like use localKeys to address requires a lot of alu ops
+ // AMD: AtomInc performs better while NV prefers ++
+ for(int j=0; j<ELEMENTS_PER_WORK_ITEM; j++)
+ {
+ if( addr+j < n )
+ {
+ // printf ("addr+j=%d\n", addr+j);
+
+ int i = addr+j;
+
+ int tableIdx = (srcHost[i].m_key >> startBit) & (NUM_TABLES-1);
+
+ int destIndex = testHist[tableIdx*NUM_WGS+wgIdx] + counter[tableIdx];
+
+ b3SortData ok = dstHostOK[destIndex];
+
+ if (ok.m_key != srcHost[i].m_key)
+ {
+ printf("ok.m_key = %d, srcHost[i].m_key = %d\n", ok.m_key,srcHost[i].m_key );
+ printf("(ok.m_value = %d, srcHost[i].m_value = %d)\n", ok.m_value,srcHost[i].m_value );
+ }
+ if (ok.m_value != srcHost[i].m_value)
+ {
+
+ printf("ok.m_value = %d, srcHost[i].m_value = %d\n", ok.m_value,srcHost[i].m_value );
+ printf("(ok.m_key = %d, srcHost[i].m_key = %d)\n", ok.m_key,srcHost[i].m_key );
+
+ }
+
+ dstHost[destIndex] = srcHost[i];
+ counter[tableIdx] ++;
+
+ }
+ }
+ }
+ }
+ }
+
+
+#endif //SEQUENTIAL
+
+ dst->copyFromHost(dstHost);
+ }
+#endif//USE_GPU
+
+
+
+#ifdef DEBUG_RADIXSORT
+ destHisto->copyToHost(testHist);
+ printf("ib = %d, testHist size = %d, non zero elements:\n",ib, testHist.size());
+ for (int i=0;i<testHist.size();i++)
+ {
+ if (testHist[i]!=0)
+ printf("testHist[%d]=%d\n",i,testHist[i]);
+ }
+#endif //DEBUG_RADIXSORT
+ b3Swap(src, dst );
+ b3Swap(srcHisto,destHisto);
+
+#ifdef DEBUG_RADIXSORT2
+ keyValuesInOut.copyToHost(test2);
+ printf("numElem = %d\n",test2.size());
+ for (int i=0;i<test2.size();i++)
+ {
+ if (test2[i].m_key != test2[i].m_value)
+ {
+ printf("test2[%d].m_key=%d\n",i,test2[i].m_key);
+ printf("test2[%d].m_value=%d\n",i,test2[i].m_value);
+ }
+ }
+#endif //DEBUG_RADIXSORT2
+
+ count++;
+
+
+ }
+
+
+
+ if (count&1)
+ {
+ b3Assert(0);//need to copy from workbuffer to keyValuesInOut
+ }
+
+ if (m_workBuffer4->size())
+ {
+ m_workBuffer4->resize(originalSize);
+ keyValuesInOut.copyFromOpenCLArray(*m_workBuffer4);
+ }
+
+
+#ifdef DEBUG_RADIXSORT
+ keyValuesInOut.copyToHost(test2);
+
+ printf("numElem = %d\n",test2.size());
+ for (int i=0;i<test2.size();i++)
+ {
+ printf("test2[%d].m_key=%d\n",i,test2[i].m_key);
+ printf("test2[%d].m_value=%d\n",i,test2[i].m_value);
+ }
+#endif
+
+}
+
+
+
+
+
+
+void b3RadixSort32CL::execute(b3OpenCLArray<unsigned int>& keysInOut, int sortBits /* = 32 */)
+{
+ int originalSize = keysInOut.size();
+ int workingSize = originalSize;
+
+
+ int dataAlignment = DATA_ALIGNMENT;
+
+ b3OpenCLArray<unsigned int>* src = 0;
+
+ if (workingSize%dataAlignment)
+ {
+ workingSize += dataAlignment-(workingSize%dataAlignment);
+ m_workBuffer4a->copyFromOpenCLArray(keysInOut);
+ m_workBuffer4a->resize(workingSize);
+ unsigned int fillValue = 0xffffffff;
+
+ m_fill->execute(*m_workBuffer4a,fillValue,workingSize-originalSize,originalSize);
+
+ src = m_workBuffer4a;
+ } else
+ {
+ src = &keysInOut;
+ m_workBuffer4a->resize(0);
+ }
+
+
+
+ b3Assert( workingSize%DATA_ALIGNMENT == 0 );
+ int minCap = NUM_BUCKET*NUM_WGS;
+
+
+ int n = workingSize;
+
+
+ m_workBuffer1->resize(minCap);
+ m_workBuffer3->resize(workingSize);
+ m_workBuffer3a->resize(workingSize);
+
+// ADLASSERT( ELEMENTS_PER_WORK_ITEM == 4 );
+ b3Assert( BITS_PER_PASS == 4 );
+ b3Assert( WG_SIZE == 64 );
+ b3Assert( (sortBits&0x3) == 0 );
+
+
+
+ b3OpenCLArray<unsigned int>* dst = m_workBuffer3a;
+
+ b3OpenCLArray<unsigned int>* srcHisto = m_workBuffer1;
+ b3OpenCLArray<unsigned int>* destHisto = m_workBuffer2;
+
+
+ int nWGs = NUM_WGS;
+ b3ConstData cdata;
+
+ {
+ int blockSize = ELEMENTS_PER_WORK_ITEM*WG_SIZE;//set at 256
+ int nBlocks = (n+blockSize-1)/(blockSize);
+ cdata.m_n = n;
+ cdata.m_nWGs = NUM_WGS;
+ cdata.m_startBit = 0;
+ cdata.m_nBlocksPerWG = (nBlocks + cdata.m_nWGs - 1)/cdata.m_nWGs;
+ if( nBlocks < NUM_WGS )
+ {
+ cdata.m_nBlocksPerWG = 1;
+ nWGs = nBlocks;
+ }
+ }
+
+ int count=0;
+ for(int ib=0; ib<sortBits; ib+=4)
+ {
+ cdata.m_startBit = ib;
+
+ if (src->size())
+ {
+ b3BufferInfoCL bInfo[] = { b3BufferInfoCL( src->getBufferCL(), true ), b3BufferInfoCL( srcHisto->getBufferCL() ) };
+ b3LauncherCL launcher(m_commandQueue, m_streamCountKernel,"m_streamCountKernel");
+
+ launcher.setBuffers( bInfo, sizeof(bInfo)/sizeof(b3BufferInfoCL) );
+ launcher.setConst( cdata );
+
+ int num = NUM_WGS*WG_SIZE;
+ launcher.launch1D( num, WG_SIZE );
+ }
+
+
+
+//fast prefix scan is not working properly on Mac OSX yet
+#ifdef __APPLE__
+ bool fastScan=false;
+#else
+ bool fastScan=!m_deviceCPU;
+#endif
+
+ if (fastScan)
+ {// prefix scan group histogram
+ b3BufferInfoCL bInfo[] = { b3BufferInfoCL( srcHisto->getBufferCL() ) };
+ b3LauncherCL launcher( m_commandQueue, m_prefixScanKernel,"m_prefixScanKernel" );
+ launcher.setBuffers( bInfo, sizeof(bInfo)/sizeof(b3BufferInfoCL) );
+ launcher.setConst( cdata );
+ launcher.launch1D( 128, 128 );
+ destHisto = srcHisto;
+ }else
+ {
+ //unsigned int sum; //for debugging
+ m_scan->execute(*srcHisto,*destHisto,1920,0);//,&sum);
+ }
+
+ if (src->size())
+ {// local sort and distribute
+ b3BufferInfoCL bInfo[] = { b3BufferInfoCL( src->getBufferCL(), true ), b3BufferInfoCL( destHisto->getBufferCL(), true ), b3BufferInfoCL( dst->getBufferCL() )};
+ b3LauncherCL launcher( m_commandQueue, m_sortAndScatterKernel ,"m_sortAndScatterKernel");
+ launcher.setBuffers( bInfo, sizeof(bInfo)/sizeof(b3BufferInfoCL) );
+ launcher.setConst( cdata );
+ launcher.launch1D( nWGs*WG_SIZE, WG_SIZE );
+
+ }
+
+ b3Swap(src, dst );
+ b3Swap(srcHisto,destHisto);
+
+ count++;
+ }
+
+ if (count&1)
+ {
+ b3Assert(0);//need to copy from workbuffer to keyValuesInOut
+ }
+
+ if (m_workBuffer4a->size())
+ {
+ m_workBuffer4a->resize(originalSize);
+ keysInOut.copyFromOpenCLArray(*m_workBuffer4a);
+ }
+
+}
+
+
+
+
+
+
+
diff --git a/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3RadixSort32CL.h b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3RadixSort32CL.h
new file mode 100644
index 0000000000..975bd80e53
--- /dev/null
+++ b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/b3RadixSort32CL.h
@@ -0,0 +1,95 @@
+
+#ifndef B3_RADIXSORT32_H
+#define B3_RADIXSORT32_H
+
+#include "b3OpenCLArray.h"
+
+struct b3SortData
+{
+ union
+ {
+ unsigned int m_key;
+ unsigned int x;
+ };
+
+ union
+ {
+ unsigned int m_value;
+ unsigned int y;
+
+ };
+};
+#include "b3BufferInfoCL.h"
+
+class b3RadixSort32CL
+{
+
+ b3OpenCLArray<unsigned int>* m_workBuffer1;
+ b3OpenCLArray<unsigned int>* m_workBuffer2;
+
+ b3OpenCLArray<b3SortData>* m_workBuffer3;
+ b3OpenCLArray<b3SortData>* m_workBuffer4;
+
+ b3OpenCLArray<unsigned int>* m_workBuffer3a;
+ b3OpenCLArray<unsigned int>* m_workBuffer4a;
+
+ cl_command_queue m_commandQueue;
+
+ cl_kernel m_streamCountSortDataKernel;
+ cl_kernel m_streamCountKernel;
+
+ cl_kernel m_prefixScanKernel;
+ cl_kernel m_sortAndScatterSortDataKernel;
+ cl_kernel m_sortAndScatterKernel;
+
+
+ bool m_deviceCPU;
+
+ class b3PrefixScanCL* m_scan;
+ class b3FillCL* m_fill;
+
+public:
+ struct b3ConstData
+ {
+ int m_n;
+ int m_nWGs;
+ int m_startBit;
+ int m_nBlocksPerWG;
+ };
+ enum
+ {
+ DATA_ALIGNMENT = 256,
+ WG_SIZE = 64,
+ BLOCK_SIZE = 256,
+ ELEMENTS_PER_WORK_ITEM = (BLOCK_SIZE/WG_SIZE),
+ BITS_PER_PASS = 4,
+ NUM_BUCKET=(1<<BITS_PER_PASS),
+ // if you change this, change nPerWI in kernel as well
+ NUM_WGS = 20*6, // cypress
+// NUM_WGS = 24*6, // cayman
+// NUM_WGS = 32*4, // nv
+ };
+
+
+private:
+
+
+public:
+
+ b3RadixSort32CL(cl_context ctx, cl_device_id device, cl_command_queue queue, int initialCapacity =0);
+
+ virtual ~b3RadixSort32CL();
+
+ void execute(b3OpenCLArray<unsigned int>& keysIn, b3OpenCLArray<unsigned int>& keysOut, b3OpenCLArray<unsigned int>& valuesIn,
+ b3OpenCLArray<unsigned int>& valuesOut, int n, int sortBits = 32);
+
+ ///keys only
+ void execute(b3OpenCLArray<unsigned int>& keysInOut, int sortBits = 32 );
+
+ void execute(b3OpenCLArray<b3SortData>& keyValuesInOut, int sortBits = 32 );
+ void executeHost(b3OpenCLArray<b3SortData>& keyValuesInOut, int sortBits = 32);
+ void executeHost(b3AlignedObjectArray<b3SortData>& keyValuesInOut, int sortBits = 32);
+
+};
+#endif //B3_RADIXSORT32_H
+
diff --git a/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/BoundSearchKernels.cl b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/BoundSearchKernels.cl
new file mode 100644
index 0000000000..f3b4a1e8a7
--- /dev/null
+++ b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/BoundSearchKernels.cl
@@ -0,0 +1,106 @@
+/*
+Copyright (c) 2012 Advanced Micro Devices, Inc.
+
+This software is provided 'as-is', without any express or implied warranty.
+In no event will the authors be held liable for any damages arising from the use of this software.
+Permission is granted to anyone to use this software for any purpose,
+including commercial applications, and to alter it and redistribute it freely,
+subject to the following restrictions:
+
+1. The origin of this software must not be misrepresented; you must not claim that you wrote the original software. If you use this software in a product, an acknowledgment in the product documentation would be appreciated but is not required.
+2. Altered source versions must be plainly marked as such, and must not be misrepresented as being the original software.
+3. This notice may not be removed or altered from any source distribution.
+*/
+//Originally written by Takahiro Harada
+
+
+typedef unsigned int u32;
+#define GET_GROUP_IDX get_group_id(0)
+#define GET_LOCAL_IDX get_local_id(0)
+#define GET_GLOBAL_IDX get_global_id(0)
+#define GET_GROUP_SIZE get_local_size(0)
+#define GROUP_LDS_BARRIER barrier(CLK_LOCAL_MEM_FENCE)
+
+typedef struct
+{
+ u32 m_key;
+ u32 m_value;
+}SortData;
+
+
+
+typedef struct
+{
+ u32 m_nSrc;
+ u32 m_nDst;
+ u32 m_padding[2];
+} ConstBuffer;
+
+
+
+__attribute__((reqd_work_group_size(64,1,1)))
+__kernel
+void SearchSortDataLowerKernel(__global SortData* src, __global u32 *dst,
+ unsigned int nSrc, unsigned int nDst)
+{
+ int gIdx = GET_GLOBAL_IDX;
+
+ if( gIdx < nSrc )
+ {
+ SortData first; first.m_key = (u32)(-1); first.m_value = (u32)(-1);
+ SortData end; end.m_key = nDst; end.m_value = nDst;
+
+ SortData iData = (gIdx==0)? first: src[gIdx-1];
+ SortData jData = (gIdx==nSrc)? end: src[gIdx];
+
+ if( iData.m_key != jData.m_key )
+ {
+// for(u32 k=iData.m_key+1; k<=min(jData.m_key, nDst-1); k++)
+ u32 k = jData.m_key;
+ {
+ dst[k] = gIdx;
+ }
+ }
+ }
+}
+
+
+__attribute__((reqd_work_group_size(64,1,1)))
+__kernel
+void SearchSortDataUpperKernel(__global SortData* src, __global u32 *dst,
+ unsigned int nSrc, unsigned int nDst)
+{
+ int gIdx = GET_GLOBAL_IDX+1;
+
+ if( gIdx < nSrc+1 )
+ {
+ SortData first; first.m_key = 0; first.m_value = 0;
+ SortData end; end.m_key = nDst; end.m_value = nDst;
+
+ SortData iData = src[gIdx-1];
+ SortData jData = (gIdx==nSrc)? end: src[gIdx];
+
+ if( iData.m_key != jData.m_key )
+ {
+ u32 k = iData.m_key;
+ {
+ dst[k] = gIdx;
+ }
+ }
+ }
+}
+
+__attribute__((reqd_work_group_size(64,1,1)))
+__kernel
+void SubtractKernel(__global u32* A, __global u32 *B, __global u32 *C,
+ unsigned int nSrc, unsigned int nDst)
+{
+ int gIdx = GET_GLOBAL_IDX;
+
+
+ if( gIdx < nDst )
+ {
+ C[gIdx] = A[gIdx] - B[gIdx];
+ }
+}
+
diff --git a/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/BoundSearchKernelsCL.h b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/BoundSearchKernelsCL.h
new file mode 100644
index 0000000000..9c9e847138
--- /dev/null
+++ b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/BoundSearchKernelsCL.h
@@ -0,0 +1,87 @@
+//this file is autogenerated using stringify.bat (premake --stringify) in the build folder of this project
+static const char* boundSearchKernelsCL= \
+"/*\n"
+"Copyright (c) 2012 Advanced Micro Devices, Inc. \n"
+"This software is provided 'as-is', without any express or implied warranty.\n"
+"In no event will the authors be held liable for any damages arising from the use of this software.\n"
+"Permission is granted to anyone to use this software for any purpose, \n"
+"including commercial applications, and to alter it and redistribute it freely, \n"
+"subject to the following restrictions:\n"
+"1. The origin of this software must not be misrepresented; you must not claim that you wrote the original software. If you use this software in a product, an acknowledgment in the product documentation would be appreciated but is not required.\n"
+"2. Altered source versions must be plainly marked as such, and must not be misrepresented as being the original software.\n"
+"3. This notice may not be removed or altered from any source distribution.\n"
+"*/\n"
+"//Originally written by Takahiro Harada\n"
+"typedef unsigned int u32;\n"
+"#define GET_GROUP_IDX get_group_id(0)\n"
+"#define GET_LOCAL_IDX get_local_id(0)\n"
+"#define GET_GLOBAL_IDX get_global_id(0)\n"
+"#define GET_GROUP_SIZE get_local_size(0)\n"
+"#define GROUP_LDS_BARRIER barrier(CLK_LOCAL_MEM_FENCE)\n"
+"typedef struct\n"
+"{\n"
+" u32 m_key; \n"
+" u32 m_value;\n"
+"}SortData;\n"
+"typedef struct\n"
+"{\n"
+" u32 m_nSrc;\n"
+" u32 m_nDst;\n"
+" u32 m_padding[2];\n"
+"} ConstBuffer;\n"
+"__attribute__((reqd_work_group_size(64,1,1)))\n"
+"__kernel\n"
+"void SearchSortDataLowerKernel(__global SortData* src, __global u32 *dst, \n"
+" unsigned int nSrc, unsigned int nDst)\n"
+"{\n"
+" int gIdx = GET_GLOBAL_IDX;\n"
+" if( gIdx < nSrc )\n"
+" {\n"
+" SortData first; first.m_key = (u32)(-1); first.m_value = (u32)(-1);\n"
+" SortData end; end.m_key = nDst; end.m_value = nDst;\n"
+" SortData iData = (gIdx==0)? first: src[gIdx-1];\n"
+" SortData jData = (gIdx==nSrc)? end: src[gIdx];\n"
+" if( iData.m_key != jData.m_key )\n"
+" {\n"
+"// for(u32 k=iData.m_key+1; k<=min(jData.m_key, nDst-1); k++)\n"
+" u32 k = jData.m_key;\n"
+" {\n"
+" dst[k] = gIdx;\n"
+" }\n"
+" }\n"
+" }\n"
+"}\n"
+"__attribute__((reqd_work_group_size(64,1,1)))\n"
+"__kernel\n"
+"void SearchSortDataUpperKernel(__global SortData* src, __global u32 *dst, \n"
+" unsigned int nSrc, unsigned int nDst)\n"
+"{\n"
+" int gIdx = GET_GLOBAL_IDX+1;\n"
+" if( gIdx < nSrc+1 )\n"
+" {\n"
+" SortData first; first.m_key = 0; first.m_value = 0;\n"
+" SortData end; end.m_key = nDst; end.m_value = nDst;\n"
+" SortData iData = src[gIdx-1];\n"
+" SortData jData = (gIdx==nSrc)? end: src[gIdx];\n"
+" if( iData.m_key != jData.m_key )\n"
+" {\n"
+" u32 k = iData.m_key;\n"
+" {\n"
+" dst[k] = gIdx;\n"
+" }\n"
+" }\n"
+" }\n"
+"}\n"
+"__attribute__((reqd_work_group_size(64,1,1)))\n"
+"__kernel\n"
+"void SubtractKernel(__global u32* A, __global u32 *B, __global u32 *C, \n"
+" unsigned int nSrc, unsigned int nDst)\n"
+"{\n"
+" int gIdx = GET_GLOBAL_IDX;\n"
+" \n"
+" if( gIdx < nDst )\n"
+" {\n"
+" C[gIdx] = A[gIdx] - B[gIdx];\n"
+" }\n"
+"}\n"
+;
diff --git a/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/CopyKernels.cl b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/CopyKernels.cl
new file mode 100644
index 0000000000..2eee5752ec
--- /dev/null
+++ b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/CopyKernels.cl
@@ -0,0 +1,128 @@
+/*
+Copyright (c) 2012 Advanced Micro Devices, Inc.
+
+This software is provided 'as-is', without any express or implied warranty.
+In no event will the authors be held liable for any damages arising from the use of this software.
+Permission is granted to anyone to use this software for any purpose,
+including commercial applications, and to alter it and redistribute it freely,
+subject to the following restrictions:
+
+1. The origin of this software must not be misrepresented; you must not claim that you wrote the original software. If you use this software in a product, an acknowledgment in the product documentation would be appreciated but is not required.
+2. Altered source versions must be plainly marked as such, and must not be misrepresented as being the original software.
+3. This notice may not be removed or altered from any source distribution.
+*/
+//Originally written by Takahiro Harada
+
+#pragma OPENCL EXTENSION cl_amd_printf : enable
+#pragma OPENCL EXTENSION cl_khr_local_int32_base_atomics : enable
+
+typedef unsigned int u32;
+#define GET_GROUP_IDX get_group_id(0)
+#define GET_LOCAL_IDX get_local_id(0)
+#define GET_GLOBAL_IDX get_global_id(0)
+#define GET_GROUP_SIZE get_local_size(0)
+#define GROUP_LDS_BARRIER barrier(CLK_LOCAL_MEM_FENCE)
+#define GROUP_MEM_FENCE mem_fence(CLK_LOCAL_MEM_FENCE)
+#define AtomInc(x) atom_inc(&(x))
+#define AtomInc1(x, out) out = atom_inc(&(x))
+
+#define make_uint4 (uint4)
+#define make_uint2 (uint2)
+#define make_int2 (int2)
+
+typedef struct
+{
+ int m_n;
+ int m_padding[3];
+} ConstBuffer;
+
+
+
+__kernel
+__attribute__((reqd_work_group_size(64,1,1)))
+void Copy1F4Kernel(__global float4* dst, __global float4* src,
+ ConstBuffer cb)
+{
+ int gIdx = GET_GLOBAL_IDX;
+
+ if( gIdx < cb.m_n )
+ {
+ float4 a0 = src[gIdx];
+
+ dst[ gIdx ] = a0;
+ }
+}
+
+__kernel
+__attribute__((reqd_work_group_size(64,1,1)))
+void Copy2F4Kernel(__global float4* dst, __global float4* src,
+ ConstBuffer cb)
+{
+ int gIdx = GET_GLOBAL_IDX;
+
+ if( 2*gIdx <= cb.m_n )
+ {
+ float4 a0 = src[gIdx*2+0];
+ float4 a1 = src[gIdx*2+1];
+
+ dst[ gIdx*2+0 ] = a0;
+ dst[ gIdx*2+1 ] = a1;
+ }
+}
+
+__kernel
+__attribute__((reqd_work_group_size(64,1,1)))
+void Copy4F4Kernel(__global float4* dst, __global float4* src,
+ ConstBuffer cb)
+{
+ int gIdx = GET_GLOBAL_IDX;
+
+ if( 4*gIdx <= cb.m_n )
+ {
+ int idx0 = gIdx*4+0;
+ int idx1 = gIdx*4+1;
+ int idx2 = gIdx*4+2;
+ int idx3 = gIdx*4+3;
+
+ float4 a0 = src[idx0];
+ float4 a1 = src[idx1];
+ float4 a2 = src[idx2];
+ float4 a3 = src[idx3];
+
+ dst[ idx0 ] = a0;
+ dst[ idx1 ] = a1;
+ dst[ idx2 ] = a2;
+ dst[ idx3 ] = a3;
+ }
+}
+
+__kernel
+__attribute__((reqd_work_group_size(64,1,1)))
+void CopyF1Kernel(__global float* dstF1, __global float* srcF1,
+ ConstBuffer cb)
+{
+ int gIdx = GET_GLOBAL_IDX;
+
+ if( gIdx < cb.m_n )
+ {
+ float a0 = srcF1[gIdx];
+
+ dstF1[ gIdx ] = a0;
+ }
+}
+
+__kernel
+__attribute__((reqd_work_group_size(64,1,1)))
+void CopyF2Kernel(__global float2* dstF2, __global float2* srcF2,
+ ConstBuffer cb)
+{
+ int gIdx = GET_GLOBAL_IDX;
+
+ if( gIdx < cb.m_n )
+ {
+ float2 a0 = srcF2[gIdx];
+
+ dstF2[ gIdx ] = a0;
+ }
+}
+
diff --git a/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/CopyKernelsCL.h b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/CopyKernelsCL.h
new file mode 100644
index 0000000000..e5670e3cd3
--- /dev/null
+++ b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/CopyKernelsCL.h
@@ -0,0 +1,132 @@
+//this file is autogenerated using stringify.bat (premake --stringify) in the build folder of this project
+static const char* copyKernelsCL= \
+"/*\n"
+"Copyright (c) 2012 Advanced Micro Devices, Inc. \n"
+"\n"
+"This software is provided 'as-is', without any express or implied warranty.\n"
+"In no event will the authors be held liable for any damages arising from the use of this software.\n"
+"Permission is granted to anyone to use this software for any purpose, \n"
+"including commercial applications, and to alter it and redistribute it freely, \n"
+"subject to the following restrictions:\n"
+"\n"
+"1. The origin of this software must not be misrepresented; you must not claim that you wrote the original software. If you use this software in a product, an acknowledgment in the product documentation would be appreciated but is not required.\n"
+"2. Altered source versions must be plainly marked as such, and must not be misrepresented as being the original software.\n"
+"3. This notice may not be removed or altered from any source distribution.\n"
+"*/\n"
+"//Originally written by Takahiro Harada\n"
+"\n"
+"#pragma OPENCL EXTENSION cl_amd_printf : enable\n"
+"#pragma OPENCL EXTENSION cl_khr_local_int32_base_atomics : enable\n"
+"\n"
+"typedef unsigned int u32;\n"
+"#define GET_GROUP_IDX get_group_id(0)\n"
+"#define GET_LOCAL_IDX get_local_id(0)\n"
+"#define GET_GLOBAL_IDX get_global_id(0)\n"
+"#define GET_GROUP_SIZE get_local_size(0)\n"
+"#define GROUP_LDS_BARRIER barrier(CLK_LOCAL_MEM_FENCE)\n"
+"#define GROUP_MEM_FENCE mem_fence(CLK_LOCAL_MEM_FENCE)\n"
+"#define AtomInc(x) atom_inc(&(x))\n"
+"#define AtomInc1(x, out) out = atom_inc(&(x))\n"
+"\n"
+"#define make_uint4 (uint4)\n"
+"#define make_uint2 (uint2)\n"
+"#define make_int2 (int2)\n"
+"\n"
+"typedef struct\n"
+"{\n"
+" int m_n;\n"
+" int m_padding[3];\n"
+"} ConstBuffer;\n"
+"\n"
+"\n"
+"\n"
+"__kernel\n"
+"__attribute__((reqd_work_group_size(64,1,1)))\n"
+"void Copy1F4Kernel(__global float4* dst, __global float4* src, \n"
+" ConstBuffer cb)\n"
+"{\n"
+" int gIdx = GET_GLOBAL_IDX;\n"
+"\n"
+" if( gIdx < cb.m_n )\n"
+" {\n"
+" float4 a0 = src[gIdx];\n"
+"\n"
+" dst[ gIdx ] = a0;\n"
+" }\n"
+"}\n"
+"\n"
+"__kernel\n"
+"__attribute__((reqd_work_group_size(64,1,1)))\n"
+"void Copy2F4Kernel(__global float4* dst, __global float4* src, \n"
+" ConstBuffer cb)\n"
+"{\n"
+" int gIdx = GET_GLOBAL_IDX;\n"
+"\n"
+" if( 2*gIdx <= cb.m_n )\n"
+" {\n"
+" float4 a0 = src[gIdx*2+0];\n"
+" float4 a1 = src[gIdx*2+1];\n"
+"\n"
+" dst[ gIdx*2+0 ] = a0;\n"
+" dst[ gIdx*2+1 ] = a1;\n"
+" }\n"
+"}\n"
+"\n"
+"__kernel\n"
+"__attribute__((reqd_work_group_size(64,1,1)))\n"
+"void Copy4F4Kernel(__global float4* dst, __global float4* src, \n"
+" ConstBuffer cb)\n"
+"{\n"
+" int gIdx = GET_GLOBAL_IDX;\n"
+"\n"
+" if( 4*gIdx <= cb.m_n )\n"
+" {\n"
+" int idx0 = gIdx*4+0;\n"
+" int idx1 = gIdx*4+1;\n"
+" int idx2 = gIdx*4+2;\n"
+" int idx3 = gIdx*4+3;\n"
+"\n"
+" float4 a0 = src[idx0];\n"
+" float4 a1 = src[idx1];\n"
+" float4 a2 = src[idx2];\n"
+" float4 a3 = src[idx3];\n"
+"\n"
+" dst[ idx0 ] = a0;\n"
+" dst[ idx1 ] = a1;\n"
+" dst[ idx2 ] = a2;\n"
+" dst[ idx3 ] = a3;\n"
+" }\n"
+"}\n"
+"\n"
+"__kernel\n"
+"__attribute__((reqd_work_group_size(64,1,1)))\n"
+"void CopyF1Kernel(__global float* dstF1, __global float* srcF1, \n"
+" ConstBuffer cb)\n"
+"{\n"
+" int gIdx = GET_GLOBAL_IDX;\n"
+"\n"
+" if( gIdx < cb.m_n )\n"
+" {\n"
+" float a0 = srcF1[gIdx];\n"
+"\n"
+" dstF1[ gIdx ] = a0;\n"
+" }\n"
+"}\n"
+"\n"
+"__kernel\n"
+"__attribute__((reqd_work_group_size(64,1,1)))\n"
+"void CopyF2Kernel(__global float2* dstF2, __global float2* srcF2, \n"
+" ConstBuffer cb)\n"
+"{\n"
+" int gIdx = GET_GLOBAL_IDX;\n"
+"\n"
+" if( gIdx < cb.m_n )\n"
+" {\n"
+" float2 a0 = srcF2[gIdx];\n"
+"\n"
+" dstF2[ gIdx ] = a0;\n"
+" }\n"
+"}\n"
+"\n"
+"\n"
+;
diff --git a/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/FillKernels.cl b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/FillKernels.cl
new file mode 100644
index 0000000000..71c31075dd
--- /dev/null
+++ b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/FillKernels.cl
@@ -0,0 +1,107 @@
+/*
+Copyright (c) 2012 Advanced Micro Devices, Inc.
+
+This software is provided 'as-is', without any express or implied warranty.
+In no event will the authors be held liable for any damages arising from the use of this software.
+Permission is granted to anyone to use this software for any purpose,
+including commercial applications, and to alter it and redistribute it freely,
+subject to the following restrictions:
+
+1. The origin of this software must not be misrepresented; you must not claim that you wrote the original software. If you use this software in a product, an acknowledgment in the product documentation would be appreciated but is not required.
+2. Altered source versions must be plainly marked as such, and must not be misrepresented as being the original software.
+3. This notice may not be removed or altered from any source distribution.
+*/
+//Originally written by Takahiro Harada
+
+
+#pragma OPENCL EXTENSION cl_amd_printf : enable
+#pragma OPENCL EXTENSION cl_khr_local_int32_base_atomics : enable
+
+typedef unsigned int u32;
+#define GET_GROUP_IDX get_group_id(0)
+#define GET_LOCAL_IDX get_local_id(0)
+#define GET_GLOBAL_IDX get_global_id(0)
+#define GET_GROUP_SIZE get_local_size(0)
+#define GROUP_LDS_BARRIER barrier(CLK_LOCAL_MEM_FENCE)
+#define GROUP_MEM_FENCE mem_fence(CLK_LOCAL_MEM_FENCE)
+#define AtomInc(x) atom_inc(&(x))
+#define AtomInc1(x, out) out = atom_inc(&(x))
+
+#define make_uint4 (uint4)
+#define make_uint2 (uint2)
+#define make_int2 (int2)
+
+typedef struct
+{
+ union
+ {
+ int4 m_data;
+ uint4 m_unsignedData;
+ float m_floatData;
+ };
+ int m_offset;
+ int m_n;
+ int m_padding[2];
+} ConstBuffer;
+
+
+__kernel
+__attribute__((reqd_work_group_size(64,1,1)))
+void FillIntKernel(__global int* dstInt, int num_elements, int value, const int offset)
+{
+ int gIdx = GET_GLOBAL_IDX;
+
+ if( gIdx < num_elements )
+ {
+ dstInt[ offset+gIdx ] = value;
+ }
+}
+
+__kernel
+__attribute__((reqd_work_group_size(64,1,1)))
+void FillFloatKernel(__global float* dstFloat, int num_elements, float value, const int offset)
+{
+ int gIdx = GET_GLOBAL_IDX;
+
+ if( gIdx < num_elements )
+ {
+ dstFloat[ offset+gIdx ] = value;
+ }
+}
+
+__kernel
+__attribute__((reqd_work_group_size(64,1,1)))
+void FillUnsignedIntKernel(__global unsigned int* dstInt, const int num, const unsigned int value, const int offset)
+{
+ int gIdx = GET_GLOBAL_IDX;
+
+ if( gIdx < num )
+ {
+ dstInt[ offset+gIdx ] = value;
+ }
+}
+
+__kernel
+__attribute__((reqd_work_group_size(64,1,1)))
+void FillInt2Kernel(__global int2* dstInt2, const int num, const int2 value, const int offset)
+{
+ int gIdx = GET_GLOBAL_IDX;
+
+ if( gIdx < num )
+ {
+ dstInt2[ gIdx + offset] = make_int2( value.x, value.y );
+ }
+}
+
+__kernel
+__attribute__((reqd_work_group_size(64,1,1)))
+void FillInt4Kernel(__global int4* dstInt4, const int num, const int4 value, const int offset)
+{
+ int gIdx = GET_GLOBAL_IDX;
+
+ if( gIdx < num )
+ {
+ dstInt4[ offset+gIdx ] = value;
+ }
+}
+
diff --git a/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/FillKernelsCL.h b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/FillKernelsCL.h
new file mode 100644
index 0000000000..4f8b96e489
--- /dev/null
+++ b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/FillKernelsCL.h
@@ -0,0 +1,91 @@
+//this file is autogenerated using stringify.bat (premake --stringify) in the build folder of this project
+static const char* fillKernelsCL= \
+"/*\n"
+"Copyright (c) 2012 Advanced Micro Devices, Inc. \n"
+"This software is provided 'as-is', without any express or implied warranty.\n"
+"In no event will the authors be held liable for any damages arising from the use of this software.\n"
+"Permission is granted to anyone to use this software for any purpose, \n"
+"including commercial applications, and to alter it and redistribute it freely, \n"
+"subject to the following restrictions:\n"
+"1. The origin of this software must not be misrepresented; you must not claim that you wrote the original software. If you use this software in a product, an acknowledgment in the product documentation would be appreciated but is not required.\n"
+"2. Altered source versions must be plainly marked as such, and must not be misrepresented as being the original software.\n"
+"3. This notice may not be removed or altered from any source distribution.\n"
+"*/\n"
+"//Originally written by Takahiro Harada\n"
+"#pragma OPENCL EXTENSION cl_amd_printf : enable\n"
+"#pragma OPENCL EXTENSION cl_khr_local_int32_base_atomics : enable\n"
+"typedef unsigned int u32;\n"
+"#define GET_GROUP_IDX get_group_id(0)\n"
+"#define GET_LOCAL_IDX get_local_id(0)\n"
+"#define GET_GLOBAL_IDX get_global_id(0)\n"
+"#define GET_GROUP_SIZE get_local_size(0)\n"
+"#define GROUP_LDS_BARRIER barrier(CLK_LOCAL_MEM_FENCE)\n"
+"#define GROUP_MEM_FENCE mem_fence(CLK_LOCAL_MEM_FENCE)\n"
+"#define AtomInc(x) atom_inc(&(x))\n"
+"#define AtomInc1(x, out) out = atom_inc(&(x))\n"
+"#define make_uint4 (uint4)\n"
+"#define make_uint2 (uint2)\n"
+"#define make_int2 (int2)\n"
+"typedef struct\n"
+"{\n"
+" union\n"
+" {\n"
+" int4 m_data;\n"
+" uint4 m_unsignedData;\n"
+" float m_floatData;\n"
+" };\n"
+" int m_offset;\n"
+" int m_n;\n"
+" int m_padding[2];\n"
+"} ConstBuffer;\n"
+"__kernel\n"
+"__attribute__((reqd_work_group_size(64,1,1)))\n"
+"void FillIntKernel(__global int* dstInt, int num_elements, int value, const int offset)\n"
+"{\n"
+" int gIdx = GET_GLOBAL_IDX;\n"
+" if( gIdx < num_elements )\n"
+" {\n"
+" dstInt[ offset+gIdx ] = value;\n"
+" }\n"
+"}\n"
+"__kernel\n"
+"__attribute__((reqd_work_group_size(64,1,1)))\n"
+"void FillFloatKernel(__global float* dstFloat, int num_elements, float value, const int offset)\n"
+"{\n"
+" int gIdx = GET_GLOBAL_IDX;\n"
+" if( gIdx < num_elements )\n"
+" {\n"
+" dstFloat[ offset+gIdx ] = value;\n"
+" }\n"
+"}\n"
+"__kernel\n"
+"__attribute__((reqd_work_group_size(64,1,1)))\n"
+"void FillUnsignedIntKernel(__global unsigned int* dstInt, const int num, const unsigned int value, const int offset)\n"
+"{\n"
+" int gIdx = GET_GLOBAL_IDX;\n"
+" if( gIdx < num )\n"
+" {\n"
+" dstInt[ offset+gIdx ] = value;\n"
+" }\n"
+"}\n"
+"__kernel\n"
+"__attribute__((reqd_work_group_size(64,1,1)))\n"
+"void FillInt2Kernel(__global int2* dstInt2, const int num, const int2 value, const int offset)\n"
+"{\n"
+" int gIdx = GET_GLOBAL_IDX;\n"
+" if( gIdx < num )\n"
+" {\n"
+" dstInt2[ gIdx + offset] = make_int2( value.x, value.y );\n"
+" }\n"
+"}\n"
+"__kernel\n"
+"__attribute__((reqd_work_group_size(64,1,1)))\n"
+"void FillInt4Kernel(__global int4* dstInt4, const int num, const int4 value, const int offset)\n"
+"{\n"
+" int gIdx = GET_GLOBAL_IDX;\n"
+" if( gIdx < num )\n"
+" {\n"
+" dstInt4[ offset+gIdx ] = value;\n"
+" }\n"
+"}\n"
+;
diff --git a/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/PrefixScanFloat4Kernels.cl b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/PrefixScanFloat4Kernels.cl
new file mode 100644
index 0000000000..c9da79854a
--- /dev/null
+++ b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/PrefixScanFloat4Kernels.cl
@@ -0,0 +1,154 @@
+/*
+Copyright (c) 2012 Advanced Micro Devices, Inc.
+
+This software is provided 'as-is', without any express or implied warranty.
+In no event will the authors be held liable for any damages arising from the use of this software.
+Permission is granted to anyone to use this software for any purpose,
+including commercial applications, and to alter it and redistribute it freely,
+subject to the following restrictions:
+
+1. The origin of this software must not be misrepresented; you must not claim that you wrote the original software. If you use this software in a product, an acknowledgment in the product documentation would be appreciated but is not required.
+2. Altered source versions must be plainly marked as such, and must not be misrepresented as being the original software.
+3. This notice may not be removed or altered from any source distribution.
+*/
+//Originally written by Takahiro Harada
+
+
+typedef unsigned int u32;
+#define GET_GROUP_IDX get_group_id(0)
+#define GET_LOCAL_IDX get_local_id(0)
+#define GET_GLOBAL_IDX get_global_id(0)
+#define GET_GROUP_SIZE get_local_size(0)
+#define GROUP_LDS_BARRIER barrier(CLK_LOCAL_MEM_FENCE)
+
+// takahiro end
+#define WG_SIZE 128
+#define m_numElems x
+#define m_numBlocks y
+#define m_numScanBlocks z
+
+/*typedef struct
+{
+ uint m_numElems;
+ uint m_numBlocks;
+ uint m_numScanBlocks;
+ uint m_padding[1];
+} ConstBuffer;
+*/
+
+float4 ScanExclusiveFloat4(__local float4* data, u32 n, int lIdx, int lSize)
+{
+ float4 blocksum;
+ int offset = 1;
+ for(int nActive=n>>1; nActive>0; nActive>>=1, offset<<=1)
+ {
+ GROUP_LDS_BARRIER;
+ for(int iIdx=lIdx; iIdx<nActive; iIdx+=lSize)
+ {
+ int ai = offset*(2*iIdx+1)-1;
+ int bi = offset*(2*iIdx+2)-1;
+ data[bi] += data[ai];
+ }
+ }
+
+ GROUP_LDS_BARRIER;
+
+ if( lIdx == 0 )
+ {
+ blocksum = data[ n-1 ];
+ data[ n-1 ] = 0;
+ }
+
+ GROUP_LDS_BARRIER;
+
+ offset >>= 1;
+ for(int nActive=1; nActive<n; nActive<<=1, offset>>=1 )
+ {
+ GROUP_LDS_BARRIER;
+ for( int iIdx = lIdx; iIdx<nActive; iIdx += lSize )
+ {
+ int ai = offset*(2*iIdx+1)-1;
+ int bi = offset*(2*iIdx+2)-1;
+ float4 temp = data[ai];
+ data[ai] = data[bi];
+ data[bi] += temp;
+ }
+ }
+ GROUP_LDS_BARRIER;
+
+ return blocksum;
+}
+
+__attribute__((reqd_work_group_size(WG_SIZE,1,1)))
+__kernel
+void LocalScanKernel(__global float4* dst, __global float4* src, __global float4* sumBuffer, uint4 cb)
+{
+ __local float4 ldsData[WG_SIZE*2];
+
+ int gIdx = GET_GLOBAL_IDX;
+ int lIdx = GET_LOCAL_IDX;
+
+ ldsData[2*lIdx] = ( 2*gIdx < cb.m_numElems )? src[2*gIdx]: 0;
+ ldsData[2*lIdx + 1] = ( 2*gIdx+1 < cb.m_numElems )? src[2*gIdx + 1]: 0;
+
+ float4 sum = ScanExclusiveFloat4(ldsData, WG_SIZE*2, GET_LOCAL_IDX, GET_GROUP_SIZE);
+
+ if( lIdx == 0 )
+ sumBuffer[GET_GROUP_IDX] = sum;
+
+ if( (2*gIdx) < cb.m_numElems )
+ {
+ dst[2*gIdx] = ldsData[2*lIdx];
+ }
+ if( (2*gIdx + 1) < cb.m_numElems )
+ {
+ dst[2*gIdx + 1] = ldsData[2*lIdx + 1];
+ }
+}
+
+__attribute__((reqd_work_group_size(WG_SIZE,1,1)))
+__kernel
+void AddOffsetKernel(__global float4* dst, __global float4* blockSum, uint4 cb)
+{
+ const u32 blockSize = WG_SIZE*2;
+
+ int myIdx = GET_GROUP_IDX+1;
+ int lIdx = GET_LOCAL_IDX;
+
+ float4 iBlockSum = blockSum[myIdx];
+
+ int endValue = min((myIdx+1)*(blockSize), cb.m_numElems);
+ for(int i=myIdx*blockSize+lIdx; i<endValue; i+=GET_GROUP_SIZE)
+ {
+ dst[i] += iBlockSum;
+ }
+}
+
+__attribute__((reqd_work_group_size(WG_SIZE,1,1)))
+__kernel
+void TopLevelScanKernel(__global float4* dst, uint4 cb)
+{
+ __local float4 ldsData[2048];
+ int gIdx = GET_GLOBAL_IDX;
+ int lIdx = GET_LOCAL_IDX;
+ int lSize = GET_GROUP_SIZE;
+
+ for(int i=lIdx; i<cb.m_numScanBlocks; i+=lSize )
+ {
+ ldsData[i] = (i<cb.m_numBlocks)? dst[i]:0;
+ }
+
+ GROUP_LDS_BARRIER;
+
+ float4 sum = ScanExclusiveFloat4(ldsData, cb.m_numScanBlocks, GET_LOCAL_IDX, GET_GROUP_SIZE);
+
+ for(int i=lIdx; i<cb.m_numBlocks; i+=lSize )
+ {
+ dst[i] = ldsData[i];
+ }
+
+ if( gIdx == 0 )
+ {
+ dst[cb.m_numBlocks] = sum;
+ }
+}
diff --git a/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/PrefixScanKernels.cl b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/PrefixScanKernels.cl
new file mode 100644
index 0000000000..963cc1e48e
--- /dev/null
+++ b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/PrefixScanKernels.cl
@@ -0,0 +1,154 @@
+/*
+Copyright (c) 2012 Advanced Micro Devices, Inc.
+
+This software is provided 'as-is', without any express or implied warranty.
+In no event will the authors be held liable for any damages arising from the use of this software.
+Permission is granted to anyone to use this software for any purpose,
+including commercial applications, and to alter it and redistribute it freely,
+subject to the following restrictions:
+
+1. The origin of this software must not be misrepresented; you must not claim that you wrote the original software. If you use this software in a product, an acknowledgment in the product documentation would be appreciated but is not required.
+2. Altered source versions must be plainly marked as such, and must not be misrepresented as being the original software.
+3. This notice may not be removed or altered from any source distribution.
+*/
+//Originally written by Takahiro Harada
+
+
+typedef unsigned int u32;
+#define GET_GROUP_IDX get_group_id(0)
+#define GET_LOCAL_IDX get_local_id(0)
+#define GET_GLOBAL_IDX get_global_id(0)
+#define GET_GROUP_SIZE get_local_size(0)
+#define GROUP_LDS_BARRIER barrier(CLK_LOCAL_MEM_FENCE)
+
+// takahiro end
+#define WG_SIZE 128
+#define m_numElems x
+#define m_numBlocks y
+#define m_numScanBlocks z
+
+/*typedef struct
+{
+ uint m_numElems;
+ uint m_numBlocks;
+ uint m_numScanBlocks;
+ uint m_padding[1];
+} ConstBuffer;
+*/
+
+u32 ScanExclusive(__local u32* data, u32 n, int lIdx, int lSize)
+{
+ u32 blocksum;
+ int offset = 1;
+ for(int nActive=n>>1; nActive>0; nActive>>=1, offset<<=1)
+ {
+ GROUP_LDS_BARRIER;
+ for(int iIdx=lIdx; iIdx<nActive; iIdx+=lSize)
+ {
+ int ai = offset*(2*iIdx+1)-1;
+ int bi = offset*(2*iIdx+2)-1;
+ data[bi] += data[ai];
+ }
+ }
+
+ GROUP_LDS_BARRIER;
+
+ if( lIdx == 0 )
+ {
+ blocksum = data[ n-1 ];
+ data[ n-1 ] = 0;
+ }
+
+ GROUP_LDS_BARRIER;
+
+ offset >>= 1;
+ for(int nActive=1; nActive<n; nActive<<=1, offset>>=1 )
+ {
+ GROUP_LDS_BARRIER;
+ for( int iIdx = lIdx; iIdx<nActive; iIdx += lSize )
+ {
+ int ai = offset*(2*iIdx+1)-1;
+ int bi = offset*(2*iIdx+2)-1;
+ u32 temp = data[ai];
+ data[ai] = data[bi];
+ data[bi] += temp;
+ }
+ }
+ GROUP_LDS_BARRIER;
+
+ return blocksum;
+}
+
+__attribute__((reqd_work_group_size(WG_SIZE,1,1)))
+__kernel
+void LocalScanKernel(__global u32* dst, __global u32 *src, __global u32 *sumBuffer,
+ uint4 cb)
+{
+ __local u32 ldsData[WG_SIZE*2];
+
+ int gIdx = GET_GLOBAL_IDX;
+ int lIdx = GET_LOCAL_IDX;
+
+ ldsData[2*lIdx] = ( 2*gIdx < cb.m_numElems )? src[2*gIdx]: 0;
+ ldsData[2*lIdx + 1] = ( 2*gIdx+1 < cb.m_numElems )? src[2*gIdx + 1]: 0;
+
+ u32 sum = ScanExclusive(ldsData, WG_SIZE*2, GET_LOCAL_IDX, GET_GROUP_SIZE);
+
+ if( lIdx == 0 ) sumBuffer[GET_GROUP_IDX] = sum;
+
+ if( (2*gIdx) < cb.m_numElems )
+ {
+ dst[2*gIdx] = ldsData[2*lIdx];
+ }
+ if( (2*gIdx + 1) < cb.m_numElems )
+ {
+ dst[2*gIdx + 1] = ldsData[2*lIdx + 1];
+ }
+}
+
+__attribute__((reqd_work_group_size(WG_SIZE,1,1)))
+__kernel
+void AddOffsetKernel(__global u32 *dst, __global u32 *blockSum, uint4 cb)
+{
+ const u32 blockSize = WG_SIZE*2;
+
+ int myIdx = GET_GROUP_IDX+1;
+ int lIdx = GET_LOCAL_IDX;
+
+ u32 iBlockSum = blockSum[myIdx];
+
+ int endValue = min((myIdx+1)*(blockSize), cb.m_numElems);
+ for(int i=myIdx*blockSize+lIdx; i<endValue; i+=GET_GROUP_SIZE)
+ {
+ dst[i] += iBlockSum;
+ }
+}
+
+__attribute__((reqd_work_group_size(WG_SIZE,1,1)))
+__kernel
+void TopLevelScanKernel(__global u32* dst, uint4 cb)
+{
+ __local u32 ldsData[2048];
+ int gIdx = GET_GLOBAL_IDX;
+ int lIdx = GET_LOCAL_IDX;
+ int lSize = GET_GROUP_SIZE;
+
+ for(int i=lIdx; i<cb.m_numScanBlocks; i+=lSize )
+ {
+ ldsData[i] = (i<cb.m_numBlocks)? dst[i]:0;
+ }
+
+ GROUP_LDS_BARRIER;
+
+ u32 sum = ScanExclusive(ldsData, cb.m_numScanBlocks, GET_LOCAL_IDX, GET_GROUP_SIZE);
+
+ for(int i=lIdx; i<cb.m_numBlocks; i+=lSize )
+ {
+ dst[i] = ldsData[i];
+ }
+
+ if( gIdx == 0 )
+ {
+ dst[cb.m_numBlocks] = sum;
+ }
+}
diff --git a/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/PrefixScanKernelsCL.h b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/PrefixScanKernelsCL.h
new file mode 100644
index 0000000000..27baab8331
--- /dev/null
+++ b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/PrefixScanKernelsCL.h
@@ -0,0 +1,129 @@
+//this file is autogenerated using stringify.bat (premake --stringify) in the build folder of this project
+static const char* prefixScanKernelsCL= \
+"/*\n"
+"Copyright (c) 2012 Advanced Micro Devices, Inc. \n"
+"This software is provided 'as-is', without any express or implied warranty.\n"
+"In no event will the authors be held liable for any damages arising from the use of this software.\n"
+"Permission is granted to anyone to use this software for any purpose, \n"
+"including commercial applications, and to alter it and redistribute it freely, \n"
+"subject to the following restrictions:\n"
+"1. The origin of this software must not be misrepresented; you must not claim that you wrote the original software. If you use this software in a product, an acknowledgment in the product documentation would be appreciated but is not required.\n"
+"2. Altered source versions must be plainly marked as such, and must not be misrepresented as being the original software.\n"
+"3. This notice may not be removed or altered from any source distribution.\n"
+"*/\n"
+"//Originally written by Takahiro Harada\n"
+"typedef unsigned int u32;\n"
+"#define GET_GROUP_IDX get_group_id(0)\n"
+"#define GET_LOCAL_IDX get_local_id(0)\n"
+"#define GET_GLOBAL_IDX get_global_id(0)\n"
+"#define GET_GROUP_SIZE get_local_size(0)\n"
+"#define GROUP_LDS_BARRIER barrier(CLK_LOCAL_MEM_FENCE)\n"
+"// takahiro end\n"
+"#define WG_SIZE 128 \n"
+"#define m_numElems x\n"
+"#define m_numBlocks y\n"
+"#define m_numScanBlocks z\n"
+"/*typedef struct\n"
+"{\n"
+" uint m_numElems;\n"
+" uint m_numBlocks;\n"
+" uint m_numScanBlocks;\n"
+" uint m_padding[1];\n"
+"} ConstBuffer;\n"
+"*/\n"
+"u32 ScanExclusive(__local u32* data, u32 n, int lIdx, int lSize)\n"
+"{\n"
+" u32 blocksum;\n"
+" int offset = 1;\n"
+" for(int nActive=n>>1; nActive>0; nActive>>=1, offset<<=1)\n"
+" {\n"
+" GROUP_LDS_BARRIER;\n"
+" for(int iIdx=lIdx; iIdx<nActive; iIdx+=lSize)\n"
+" {\n"
+" int ai = offset*(2*iIdx+1)-1;\n"
+" int bi = offset*(2*iIdx+2)-1;\n"
+" data[bi] += data[ai];\n"
+" }\n"
+" }\n"
+" GROUP_LDS_BARRIER;\n"
+" if( lIdx == 0 )\n"
+" {\n"
+" blocksum = data[ n-1 ];\n"
+" data[ n-1 ] = 0;\n"
+" }\n"
+" GROUP_LDS_BARRIER;\n"
+" offset >>= 1;\n"
+" for(int nActive=1; nActive<n; nActive<<=1, offset>>=1 )\n"
+" {\n"
+" GROUP_LDS_BARRIER;\n"
+" for( int iIdx = lIdx; iIdx<nActive; iIdx += lSize )\n"
+" {\n"
+" int ai = offset*(2*iIdx+1)-1;\n"
+" int bi = offset*(2*iIdx+2)-1;\n"
+" u32 temp = data[ai];\n"
+" data[ai] = data[bi];\n"
+" data[bi] += temp;\n"
+" }\n"
+" }\n"
+" GROUP_LDS_BARRIER;\n"
+" return blocksum;\n"
+"}\n"
+"__attribute__((reqd_work_group_size(WG_SIZE,1,1)))\n"
+"__kernel\n"
+"void LocalScanKernel(__global u32* dst, __global u32 *src, __global u32 *sumBuffer,\n"
+" uint4 cb)\n"
+"{\n"
+" __local u32 ldsData[WG_SIZE*2];\n"
+" int gIdx = GET_GLOBAL_IDX;\n"
+" int lIdx = GET_LOCAL_IDX;\n"
+" ldsData[2*lIdx] = ( 2*gIdx < cb.m_numElems )? src[2*gIdx]: 0;\n"
+" ldsData[2*lIdx + 1] = ( 2*gIdx+1 < cb.m_numElems )? src[2*gIdx + 1]: 0;\n"
+" u32 sum = ScanExclusive(ldsData, WG_SIZE*2, GET_LOCAL_IDX, GET_GROUP_SIZE);\n"
+" if( lIdx == 0 ) sumBuffer[GET_GROUP_IDX] = sum;\n"
+" if( (2*gIdx) < cb.m_numElems )\n"
+" {\n"
+" dst[2*gIdx] = ldsData[2*lIdx];\n"
+" }\n"
+" if( (2*gIdx + 1) < cb.m_numElems )\n"
+" {\n"
+" dst[2*gIdx + 1] = ldsData[2*lIdx + 1];\n"
+" }\n"
+"}\n"
+"__attribute__((reqd_work_group_size(WG_SIZE,1,1)))\n"
+"__kernel\n"
+"void AddOffsetKernel(__global u32 *dst, __global u32 *blockSum, uint4 cb)\n"
+"{\n"
+" const u32 blockSize = WG_SIZE*2;\n"
+" int myIdx = GET_GROUP_IDX+1;\n"
+" int lIdx = GET_LOCAL_IDX;\n"
+" u32 iBlockSum = blockSum[myIdx];\n"
+" int endValue = min((myIdx+1)*(blockSize), cb.m_numElems);\n"
+" for(int i=myIdx*blockSize+lIdx; i<endValue; i+=GET_GROUP_SIZE)\n"
+" {\n"
+" dst[i] += iBlockSum;\n"
+" }\n"
+"}\n"
+"__attribute__((reqd_work_group_size(WG_SIZE,1,1)))\n"
+"__kernel\n"
+"void TopLevelScanKernel(__global u32* dst, uint4 cb)\n"
+"{\n"
+" __local u32 ldsData[2048];\n"
+" int gIdx = GET_GLOBAL_IDX;\n"
+" int lIdx = GET_LOCAL_IDX;\n"
+" int lSize = GET_GROUP_SIZE;\n"
+" for(int i=lIdx; i<cb.m_numScanBlocks; i+=lSize )\n"
+" {\n"
+" ldsData[i] = (i<cb.m_numBlocks)? dst[i]:0;\n"
+" }\n"
+" GROUP_LDS_BARRIER;\n"
+" u32 sum = ScanExclusive(ldsData, cb.m_numScanBlocks, GET_LOCAL_IDX, GET_GROUP_SIZE);\n"
+" for(int i=lIdx; i<cb.m_numBlocks; i+=lSize )\n"
+" {\n"
+" dst[i] = ldsData[i];\n"
+" }\n"
+" if( gIdx == 0 )\n"
+" {\n"
+" dst[cb.m_numBlocks] = sum;\n"
+" }\n"
+"}\n"
+;
diff --git a/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/PrefixScanKernelsFloat4CL.h b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/PrefixScanKernelsFloat4CL.h
new file mode 100644
index 0000000000..5b13254796
--- /dev/null
+++ b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/PrefixScanKernelsFloat4CL.h
@@ -0,0 +1,129 @@
+//this file is autogenerated using stringify.bat (premake --stringify) in the build folder of this project
+static const char* prefixScanKernelsFloat4CL= \
+"/*\n"
+"Copyright (c) 2012 Advanced Micro Devices, Inc. \n"
+"This software is provided 'as-is', without any express or implied warranty.\n"
+"In no event will the authors be held liable for any damages arising from the use of this software.\n"
+"Permission is granted to anyone to use this software for any purpose, \n"
+"including commercial applications, and to alter it and redistribute it freely, \n"
+"subject to the following restrictions:\n"
+"1. The origin of this software must not be misrepresented; you must not claim that you wrote the original software. If you use this software in a product, an acknowledgment in the product documentation would be appreciated but is not required.\n"
+"2. Altered source versions must be plainly marked as such, and must not be misrepresented as being the original software.\n"
+"3. This notice may not be removed or altered from any source distribution.\n"
+"*/\n"
+"//Originally written by Takahiro Harada\n"
+"typedef unsigned int u32;\n"
+"#define GET_GROUP_IDX get_group_id(0)\n"
+"#define GET_LOCAL_IDX get_local_id(0)\n"
+"#define GET_GLOBAL_IDX get_global_id(0)\n"
+"#define GET_GROUP_SIZE get_local_size(0)\n"
+"#define GROUP_LDS_BARRIER barrier(CLK_LOCAL_MEM_FENCE)\n"
+"// takahiro end\n"
+"#define WG_SIZE 128 \n"
+"#define m_numElems x\n"
+"#define m_numBlocks y\n"
+"#define m_numScanBlocks z\n"
+"/*typedef struct\n"
+"{\n"
+" uint m_numElems;\n"
+" uint m_numBlocks;\n"
+" uint m_numScanBlocks;\n"
+" uint m_padding[1];\n"
+"} ConstBuffer;\n"
+"*/\n"
+"float4 ScanExclusiveFloat4(__local float4* data, u32 n, int lIdx, int lSize)\n"
+"{\n"
+" float4 blocksum;\n"
+" int offset = 1;\n"
+" for(int nActive=n>>1; nActive>0; nActive>>=1, offset<<=1)\n"
+" {\n"
+" GROUP_LDS_BARRIER;\n"
+" for(int iIdx=lIdx; iIdx<nActive; iIdx+=lSize)\n"
+" {\n"
+" int ai = offset*(2*iIdx+1)-1;\n"
+" int bi = offset*(2*iIdx+2)-1;\n"
+" data[bi] += data[ai];\n"
+" }\n"
+" }\n"
+" GROUP_LDS_BARRIER;\n"
+" if( lIdx == 0 )\n"
+" {\n"
+" blocksum = data[ n-1 ];\n"
+" data[ n-1 ] = 0;\n"
+" }\n"
+" GROUP_LDS_BARRIER;\n"
+" offset >>= 1;\n"
+" for(int nActive=1; nActive<n; nActive<<=1, offset>>=1 )\n"
+" {\n"
+" GROUP_LDS_BARRIER;\n"
+" for( int iIdx = lIdx; iIdx<nActive; iIdx += lSize )\n"
+" {\n"
+" int ai = offset*(2*iIdx+1)-1;\n"
+" int bi = offset*(2*iIdx+2)-1;\n"
+" float4 temp = data[ai];\n"
+" data[ai] = data[bi];\n"
+" data[bi] += temp;\n"
+" }\n"
+" }\n"
+" GROUP_LDS_BARRIER;\n"
+" return blocksum;\n"
+"}\n"
+"__attribute__((reqd_work_group_size(WG_SIZE,1,1)))\n"
+"__kernel\n"
+"void LocalScanKernel(__global float4* dst, __global float4* src, __global float4* sumBuffer, uint4 cb)\n"
+"{\n"
+" __local float4 ldsData[WG_SIZE*2];\n"
+" int gIdx = GET_GLOBAL_IDX;\n"
+" int lIdx = GET_LOCAL_IDX;\n"
+" ldsData[2*lIdx] = ( 2*gIdx < cb.m_numElems )? src[2*gIdx]: 0;\n"
+" ldsData[2*lIdx + 1] = ( 2*gIdx+1 < cb.m_numElems )? src[2*gIdx + 1]: 0;\n"
+" float4 sum = ScanExclusiveFloat4(ldsData, WG_SIZE*2, GET_LOCAL_IDX, GET_GROUP_SIZE);\n"
+" if( lIdx == 0 ) \n"
+" sumBuffer[GET_GROUP_IDX] = sum;\n"
+" if( (2*gIdx) < cb.m_numElems )\n"
+" {\n"
+" dst[2*gIdx] = ldsData[2*lIdx];\n"
+" }\n"
+" if( (2*gIdx + 1) < cb.m_numElems )\n"
+" {\n"
+" dst[2*gIdx + 1] = ldsData[2*lIdx + 1];\n"
+" }\n"
+"}\n"
+"__attribute__((reqd_work_group_size(WG_SIZE,1,1)))\n"
+"__kernel\n"
+"void AddOffsetKernel(__global float4* dst, __global float4* blockSum, uint4 cb)\n"
+"{\n"
+" const u32 blockSize = WG_SIZE*2;\n"
+" int myIdx = GET_GROUP_IDX+1;\n"
+" int lIdx = GET_LOCAL_IDX;\n"
+" float4 iBlockSum = blockSum[myIdx];\n"
+" int endValue = min((myIdx+1)*(blockSize), cb.m_numElems);\n"
+" for(int i=myIdx*blockSize+lIdx; i<endValue; i+=GET_GROUP_SIZE)\n"
+" {\n"
+" dst[i] += iBlockSum;\n"
+" }\n"
+"}\n"
+"__attribute__((reqd_work_group_size(WG_SIZE,1,1)))\n"
+"__kernel\n"
+"void TopLevelScanKernel(__global float4* dst, uint4 cb)\n"
+"{\n"
+" __local float4 ldsData[2048];\n"
+" int gIdx = GET_GLOBAL_IDX;\n"
+" int lIdx = GET_LOCAL_IDX;\n"
+" int lSize = GET_GROUP_SIZE;\n"
+" for(int i=lIdx; i<cb.m_numScanBlocks; i+=lSize )\n"
+" {\n"
+" ldsData[i] = (i<cb.m_numBlocks)? dst[i]:0;\n"
+" }\n"
+" GROUP_LDS_BARRIER;\n"
+" float4 sum = ScanExclusiveFloat4(ldsData, cb.m_numScanBlocks, GET_LOCAL_IDX, GET_GROUP_SIZE);\n"
+" for(int i=lIdx; i<cb.m_numBlocks; i+=lSize )\n"
+" {\n"
+" dst[i] = ldsData[i];\n"
+" }\n"
+" if( gIdx == 0 )\n"
+" {\n"
+" dst[cb.m_numBlocks] = sum;\n"
+" }\n"
+"}\n"
+;
diff --git a/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/RadixSort32Kernels.cl b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/RadixSort32Kernels.cl
new file mode 100644
index 0000000000..7402e2f3b3
--- /dev/null
+++ b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/RadixSort32Kernels.cl
@@ -0,0 +1,1071 @@
+/*
+Bullet Continuous Collision Detection and Physics Library
+Copyright (c) 2011 Advanced Micro Devices, Inc. http://bulletphysics.org
+
+This software is provided 'as-is', without any express or implied warranty.
+In no event will the authors be held liable for any damages arising from the use of this software.
+Permission is granted to anyone to use this software for any purpose,
+including commercial applications, and to alter it and redistribute it freely,
+subject to the following restrictions:
+
+1. The origin of this software must not be misrepresented; you must not claim that you wrote the original software. If you use this software in a product, an acknowledgment in the product documentation would be appreciated but is not required.
+2. Altered source versions must be plainly marked as such, and must not be misrepresented as being the original software.
+3. This notice may not be removed or altered from any source distribution.
+*/
+//Author Takahiro Harada
+
+
+//#pragma OPENCL EXTENSION cl_amd_printf : enable
+#pragma OPENCL EXTENSION cl_khr_local_int32_base_atomics : enable
+#pragma OPENCL EXTENSION cl_khr_global_int32_base_atomics : enable
+
+typedef unsigned int u32;
+#define GET_GROUP_IDX get_group_id(0)
+#define GET_LOCAL_IDX get_local_id(0)
+#define GET_GLOBAL_IDX get_global_id(0)
+#define GET_GROUP_SIZE get_local_size(0)
+#define GROUP_LDS_BARRIER barrier(CLK_LOCAL_MEM_FENCE)
+#define GROUP_MEM_FENCE mem_fence(CLK_LOCAL_MEM_FENCE)
+#define AtomInc(x) atom_inc(&(x))
+#define AtomInc1(x, out) out = atom_inc(&(x))
+#define AtomAdd(x, value) atom_add(&(x), value)
+
+#define SELECT_UINT4( b, a, condition ) select( b,a,condition )
+
+
+#define make_uint4 (uint4)
+#define make_uint2 (uint2)
+#define make_int2 (int2)
+
+#define WG_SIZE 64
+#define ELEMENTS_PER_WORK_ITEM (256/WG_SIZE)
+#define BITS_PER_PASS 4
+#define NUM_BUCKET (1<<BITS_PER_PASS)
+typedef uchar u8;
+
+// this isn't optimization for VLIW. But just reducing writes.
+#define USE_2LEVEL_REDUCE 1
+
+//#define CHECK_BOUNDARY 1
+
+//#define NV_GPU 1
+
+
+// Cypress
+#define nPerWI 16
+// Cayman
+//#define nPerWI 20
+
+#define m_n x
+#define m_nWGs y
+#define m_startBit z
+#define m_nBlocksPerWG w
+
+/*
+typedef struct
+{
+ int m_n;
+ int m_nWGs;
+ int m_startBit;
+ int m_nBlocksPerWG;
+} ConstBuffer;
+*/
+
+typedef struct
+{
+ unsigned int m_key;
+ unsigned int m_value;
+} SortDataCL;
+
+
+uint prefixScanVectorEx( uint4* data )
+{
+ u32 sum = 0;
+ u32 tmp = data[0].x;
+ data[0].x = sum;
+ sum += tmp;
+ tmp = data[0].y;
+ data[0].y = sum;
+ sum += tmp;
+ tmp = data[0].z;
+ data[0].z = sum;
+ sum += tmp;
+ tmp = data[0].w;
+ data[0].w = sum;
+ sum += tmp;
+ return sum;
+}
+
+u32 localPrefixSum( u32 pData, uint lIdx, uint* totalSum, __local u32* sorterSharedMemory, int wgSize /*64 or 128*/ )
+{
+ { // Set data
+ sorterSharedMemory[lIdx] = 0;
+ sorterSharedMemory[lIdx+wgSize] = pData;
+ }
+
+ GROUP_LDS_BARRIER;
+
+ { // Prefix sum
+ int idx = 2*lIdx + (wgSize+1);
+#if defined(USE_2LEVEL_REDUCE)
+ if( lIdx < 64 )
+ {
+ u32 u0, u1, u2;
+ u0 = sorterSharedMemory[idx-3];
+ u1 = sorterSharedMemory[idx-2];
+ u2 = sorterSharedMemory[idx-1];
+ AtomAdd( sorterSharedMemory[idx], u0+u1+u2 );
+ GROUP_MEM_FENCE;
+
+ u0 = sorterSharedMemory[idx-12];
+ u1 = sorterSharedMemory[idx-8];
+ u2 = sorterSharedMemory[idx-4];
+ AtomAdd( sorterSharedMemory[idx], u0+u1+u2 );
+ GROUP_MEM_FENCE;
+
+ u0 = sorterSharedMemory[idx-48];
+ u1 = sorterSharedMemory[idx-32];
+ u2 = sorterSharedMemory[idx-16];
+ AtomAdd( sorterSharedMemory[idx], u0+u1+u2 );
+ GROUP_MEM_FENCE;
+ if( wgSize > 64 )
+ {
+ sorterSharedMemory[idx] += sorterSharedMemory[idx-64];
+ GROUP_MEM_FENCE;
+ }
+
+ sorterSharedMemory[idx-1] += sorterSharedMemory[idx-2];
+ GROUP_MEM_FENCE;
+ }
+#else
+ if( lIdx < 64 )
+ {
+ sorterSharedMemory[idx] += sorterSharedMemory[idx-1];
+ GROUP_MEM_FENCE;
+ sorterSharedMemory[idx] += sorterSharedMemory[idx-2];
+ GROUP_MEM_FENCE;
+ sorterSharedMemory[idx] += sorterSharedMemory[idx-4];
+ GROUP_MEM_FENCE;
+ sorterSharedMemory[idx] += sorterSharedMemory[idx-8];
+ GROUP_MEM_FENCE;
+ sorterSharedMemory[idx] += sorterSharedMemory[idx-16];
+ GROUP_MEM_FENCE;
+ sorterSharedMemory[idx] += sorterSharedMemory[idx-32];
+ GROUP_MEM_FENCE;
+ if( wgSize > 64 )
+ {
+ sorterSharedMemory[idx] += sorterSharedMemory[idx-64];
+ GROUP_MEM_FENCE;
+ }
+
+ sorterSharedMemory[idx-1] += sorterSharedMemory[idx-2];
+ GROUP_MEM_FENCE;
+ }
+#endif
+ }
+
+ GROUP_LDS_BARRIER;
+
+ *totalSum = sorterSharedMemory[wgSize*2-1];
+ u32 addValue = sorterSharedMemory[lIdx+wgSize-1];
+ return addValue;
+}
+
+//__attribute__((reqd_work_group_size(128,1,1)))
+uint4 localPrefixSum128V( uint4 pData, uint lIdx, uint* totalSum, __local u32* sorterSharedMemory )
+{
+ u32 s4 = prefixScanVectorEx( &pData );
+ u32 rank = localPrefixSum( s4, lIdx, totalSum, sorterSharedMemory, 128 );
+ return pData + make_uint4( rank, rank, rank, rank );
+}
+
+
+//__attribute__((reqd_work_group_size(64,1,1)))
+uint4 localPrefixSum64V( uint4 pData, uint lIdx, uint* totalSum, __local u32* sorterSharedMemory )
+{
+ u32 s4 = prefixScanVectorEx( &pData );
+ u32 rank = localPrefixSum( s4, lIdx, totalSum, sorterSharedMemory, 64 );
+ return pData + make_uint4( rank, rank, rank, rank );
+}
+
+u32 unpack4Key( u32 key, int keyIdx ){ return (key>>(keyIdx*8)) & 0xff;}
+
+u32 bit8Scan(u32 v)
+{
+ return (v<<8) + (v<<16) + (v<<24);
+}
+
+//===
+
+
+
+
+#define MY_HISTOGRAM(idx) localHistogramMat[(idx)*WG_SIZE+lIdx]
+
+
+__kernel
+__attribute__((reqd_work_group_size(WG_SIZE,1,1)))
+void StreamCountKernel( __global u32* gSrc, __global u32* histogramOut, int4 cb )
+{
+ __local u32 localHistogramMat[NUM_BUCKET*WG_SIZE];
+
+ u32 gIdx = GET_GLOBAL_IDX;
+ u32 lIdx = GET_LOCAL_IDX;
+ u32 wgIdx = GET_GROUP_IDX;
+ u32 wgSize = GET_GROUP_SIZE;
+ const int startBit = cb.m_startBit;
+ const int n = cb.m_n;
+ const int nWGs = cb.m_nWGs;
+ const int nBlocksPerWG = cb.m_nBlocksPerWG;
+
+ for(int i=0; i<NUM_BUCKET; i++)
+ {
+ MY_HISTOGRAM(i) = 0;
+ }
+
+ GROUP_LDS_BARRIER;
+
+ const int blockSize = ELEMENTS_PER_WORK_ITEM*WG_SIZE;
+ u32 localKey;
+
+ int nBlocks = (n)/blockSize - nBlocksPerWG*wgIdx;
+
+ int addr = blockSize*nBlocksPerWG*wgIdx + ELEMENTS_PER_WORK_ITEM*lIdx;
+
+ for(int iblock=0; iblock<min(nBlocksPerWG, nBlocks); iblock++, addr+=blockSize)
+ {
+ // MY_HISTOGRAM( localKeys.x ) ++ is much expensive than atomic add as it requires read and write while atomics can just add on AMD
+ // Using registers didn't perform well. It seems like use localKeys to address requires a lot of alu ops
+ // AMD: AtomInc performs better while NV prefers ++
+ for(int i=0; i<ELEMENTS_PER_WORK_ITEM; i++)
+ {
+#if defined(CHECK_BOUNDARY)
+ if( addr+i < n )
+#endif
+ {
+ localKey = (gSrc[addr+i]>>startBit) & 0xf;
+#if defined(NV_GPU)
+ MY_HISTOGRAM( localKey )++;
+#else
+ AtomInc( MY_HISTOGRAM( localKey ) );
+#endif
+ }
+ }
+ }
+
+ GROUP_LDS_BARRIER;
+
+ if( lIdx < NUM_BUCKET )
+ {
+ u32 sum = 0;
+ for(int i=0; i<GET_GROUP_SIZE; i++)
+ {
+ sum += localHistogramMat[lIdx*WG_SIZE+(i+lIdx)%GET_GROUP_SIZE];
+ }
+ histogramOut[lIdx*nWGs+wgIdx] = sum;
+ }
+}
+
+__kernel
+__attribute__((reqd_work_group_size(WG_SIZE,1,1)))
+void StreamCountSortDataKernel( __global SortDataCL* gSrc, __global u32* histogramOut, int4 cb )
+{
+ __local u32 localHistogramMat[NUM_BUCKET*WG_SIZE];
+
+ u32 gIdx = GET_GLOBAL_IDX;
+ u32 lIdx = GET_LOCAL_IDX;
+ u32 wgIdx = GET_GROUP_IDX;
+ u32 wgSize = GET_GROUP_SIZE;
+ const int startBit = cb.m_startBit;
+ const int n = cb.m_n;
+ const int nWGs = cb.m_nWGs;
+ const int nBlocksPerWG = cb.m_nBlocksPerWG;
+
+ for(int i=0; i<NUM_BUCKET; i++)
+ {
+ MY_HISTOGRAM(i) = 0;
+ }
+
+ GROUP_LDS_BARRIER;
+
+ const int blockSize = ELEMENTS_PER_WORK_ITEM*WG_SIZE;
+ u32 localKey;
+
+ int nBlocks = (n)/blockSize - nBlocksPerWG*wgIdx;
+
+ int addr = blockSize*nBlocksPerWG*wgIdx + ELEMENTS_PER_WORK_ITEM*lIdx;
+
+ for(int iblock=0; iblock<min(nBlocksPerWG, nBlocks); iblock++, addr+=blockSize)
+ {
+ // MY_HISTOGRAM( localKeys.x ) ++ is much expensive than atomic add as it requires read and write while atomics can just add on AMD
+ // Using registers didn't perform well. It seems like use localKeys to address requires a lot of alu ops
+ // AMD: AtomInc performs better while NV prefers ++
+ for(int i=0; i<ELEMENTS_PER_WORK_ITEM; i++)
+ {
+#if defined(CHECK_BOUNDARY)
+ if( addr+i < n )
+#endif
+ {
+ localKey = (gSrc[addr+i].m_key>>startBit) & 0xf;
+#if defined(NV_GPU)
+ MY_HISTOGRAM( localKey )++;
+#else
+ AtomInc( MY_HISTOGRAM( localKey ) );
+#endif
+ }
+ }
+ }
+
+ GROUP_LDS_BARRIER;
+
+ if( lIdx < NUM_BUCKET )
+ {
+ u32 sum = 0;
+ for(int i=0; i<GET_GROUP_SIZE; i++)
+ {
+ sum += localHistogramMat[lIdx*WG_SIZE+(i+lIdx)%GET_GROUP_SIZE];
+ }
+ histogramOut[lIdx*nWGs+wgIdx] = sum;
+ }
+}
+
+#define nPerLane (nPerWI/4)
+
+// NUM_BUCKET*nWGs < 128*nPerWI
+__kernel
+__attribute__((reqd_work_group_size(128,1,1)))
+void PrefixScanKernel( __global u32* wHistogram1, int4 cb )
+{
+ __local u32 ldsTopScanData[128*2];
+
+ u32 lIdx = GET_LOCAL_IDX;
+ u32 wgIdx = GET_GROUP_IDX;
+ const int nWGs = cb.m_nWGs;
+
+ u32 data[nPerWI];
+ for(int i=0; i<nPerWI; i++)
+ {
+ data[i] = 0;
+ if( (nPerWI*lIdx+i) < NUM_BUCKET*nWGs )
+ data[i] = wHistogram1[nPerWI*lIdx+i];
+ }
+
+ uint4 myData = make_uint4(0,0,0,0);
+
+ for(int i=0; i<nPerLane; i++)
+ {
+ myData.x += data[nPerLane*0+i];
+ myData.y += data[nPerLane*1+i];
+ myData.z += data[nPerLane*2+i];
+ myData.w += data[nPerLane*3+i];
+ }
+
+ uint totalSum;
+ uint4 scanned = localPrefixSum128V( myData, lIdx, &totalSum, ldsTopScanData );
+
+// for(int j=0; j<4; j++) // somehow it introduces a lot of branches
+ { int j = 0;
+ u32 sum = 0;
+ for(int i=0; i<nPerLane; i++)
+ {
+ u32 tmp = data[nPerLane*j+i];
+ data[nPerLane*j+i] = sum;
+ sum += tmp;
+ }
+ }
+ { int j = 1;
+ u32 sum = 0;
+ for(int i=0; i<nPerLane; i++)
+ {
+ u32 tmp = data[nPerLane*j+i];
+ data[nPerLane*j+i] = sum;
+ sum += tmp;
+ }
+ }
+ { int j = 2;
+ u32 sum = 0;
+ for(int i=0; i<nPerLane; i++)
+ {
+ u32 tmp = data[nPerLane*j+i];
+ data[nPerLane*j+i] = sum;
+ sum += tmp;
+ }
+ }
+ { int j = 3;
+ u32 sum = 0;
+ for(int i=0; i<nPerLane; i++)
+ {
+ u32 tmp = data[nPerLane*j+i];
+ data[nPerLane*j+i] = sum;
+ sum += tmp;
+ }
+ }
+
+ for(int i=0; i<nPerLane; i++)
+ {
+ data[nPerLane*0+i] += scanned.x;
+ data[nPerLane*1+i] += scanned.y;
+ data[nPerLane*2+i] += scanned.z;
+ data[nPerLane*3+i] += scanned.w;
+ }
+
+ for(int i=0; i<nPerWI; i++)
+ {
+ int index = nPerWI*lIdx+i;
+ if (index < NUM_BUCKET*nWGs)
+ wHistogram1[nPerWI*lIdx+i] = data[i];
+ }
+}
+
+// 4 scan, 4 exchange
+void sort4Bits(u32 sortData[4], int startBit, int lIdx, __local u32* ldsSortData)
+{
+ for(int bitIdx=0; bitIdx<BITS_PER_PASS; bitIdx++)
+ {
+ u32 mask = (1<<bitIdx);
+ uint4 cmpResult = make_uint4( (sortData[0]>>startBit) & mask, (sortData[1]>>startBit) & mask, (sortData[2]>>startBit) & mask, (sortData[3]>>startBit) & mask );
+ uint4 prefixSum = SELECT_UINT4( make_uint4(1,1,1,1), make_uint4(0,0,0,0), cmpResult != make_uint4(0,0,0,0) );
+ u32 total;
+ prefixSum = localPrefixSum64V( prefixSum, lIdx, &total, ldsSortData );
+ {
+ uint4 localAddr = make_uint4(lIdx*4+0,lIdx*4+1,lIdx*4+2,lIdx*4+3);
+ uint4 dstAddr = localAddr - prefixSum + make_uint4( total, total, total, total );
+ dstAddr = SELECT_UINT4( prefixSum, dstAddr, cmpResult != make_uint4(0, 0, 0, 0) );
+
+ GROUP_LDS_BARRIER;
+
+ ldsSortData[dstAddr.x] = sortData[0];
+ ldsSortData[dstAddr.y] = sortData[1];
+ ldsSortData[dstAddr.z] = sortData[2];
+ ldsSortData[dstAddr.w] = sortData[3];
+
+ GROUP_LDS_BARRIER;
+
+ sortData[0] = ldsSortData[localAddr.x];
+ sortData[1] = ldsSortData[localAddr.y];
+ sortData[2] = ldsSortData[localAddr.z];
+ sortData[3] = ldsSortData[localAddr.w];
+
+ GROUP_LDS_BARRIER;
+ }
+ }
+}
+
+// 2 scan, 2 exchange
+void sort4Bits1(u32 sortData[4], int startBit, int lIdx, __local u32* ldsSortData)
+{
+ for(uint ibit=0; ibit<BITS_PER_PASS; ibit+=2)
+ {
+ uint4 b = make_uint4((sortData[0]>>(startBit+ibit)) & 0x3,
+ (sortData[1]>>(startBit+ibit)) & 0x3,
+ (sortData[2]>>(startBit+ibit)) & 0x3,
+ (sortData[3]>>(startBit+ibit)) & 0x3);
+
+ u32 key4;
+ u32 sKeyPacked[4] = { 0, 0, 0, 0 };
+ {
+ sKeyPacked[0] |= 1<<(8*b.x);
+ sKeyPacked[1] |= 1<<(8*b.y);
+ sKeyPacked[2] |= 1<<(8*b.z);
+ sKeyPacked[3] |= 1<<(8*b.w);
+
+ key4 = sKeyPacked[0] + sKeyPacked[1] + sKeyPacked[2] + sKeyPacked[3];
+ }
+
+ u32 rankPacked;
+ u32 sumPacked;
+ {
+ rankPacked = localPrefixSum( key4, lIdx, &sumPacked, ldsSortData, WG_SIZE );
+ }
+
+ GROUP_LDS_BARRIER;
+
+ u32 newOffset[4] = { 0,0,0,0 };
+ {
+ u32 sumScanned = bit8Scan( sumPacked );
+
+ u32 scannedKeys[4];
+ scannedKeys[0] = 1<<(8*b.x);
+ scannedKeys[1] = 1<<(8*b.y);
+ scannedKeys[2] = 1<<(8*b.z);
+ scannedKeys[3] = 1<<(8*b.w);
+ { // 4 scans at once
+ u32 sum4 = 0;
+ for(int ie=0; ie<4; ie++)
+ {
+ u32 tmp = scannedKeys[ie];
+ scannedKeys[ie] = sum4;
+ sum4 += tmp;
+ }
+ }
+
+ {
+ u32 sumPlusRank = sumScanned + rankPacked;
+ { u32 ie = b.x;
+ scannedKeys[0] += sumPlusRank;
+ newOffset[0] = unpack4Key( scannedKeys[0], ie );
+ }
+ { u32 ie = b.y;
+ scannedKeys[1] += sumPlusRank;
+ newOffset[1] = unpack4Key( scannedKeys[1], ie );
+ }
+ { u32 ie = b.z;
+ scannedKeys[2] += sumPlusRank;
+ newOffset[2] = unpack4Key( scannedKeys[2], ie );
+ }
+ { u32 ie = b.w;
+ scannedKeys[3] += sumPlusRank;
+ newOffset[3] = unpack4Key( scannedKeys[3], ie );
+ }
+ }
+ }
+
+
+ GROUP_LDS_BARRIER;
+
+ {
+ ldsSortData[newOffset[0]] = sortData[0];
+ ldsSortData[newOffset[1]] = sortData[1];
+ ldsSortData[newOffset[2]] = sortData[2];
+ ldsSortData[newOffset[3]] = sortData[3];
+
+ GROUP_LDS_BARRIER;
+
+ u32 dstAddr = 4*lIdx;
+ sortData[0] = ldsSortData[dstAddr+0];
+ sortData[1] = ldsSortData[dstAddr+1];
+ sortData[2] = ldsSortData[dstAddr+2];
+ sortData[3] = ldsSortData[dstAddr+3];
+
+ GROUP_LDS_BARRIER;
+ }
+ }
+}
+
+#define SET_HISTOGRAM(setIdx, key) ldsSortData[(setIdx)*NUM_BUCKET+key]
+
+__kernel
+__attribute__((reqd_work_group_size(WG_SIZE,1,1)))
+void SortAndScatterKernel( __global const u32* restrict gSrc, __global const u32* rHistogram, __global u32* restrict gDst, int4 cb )
+{
+ __local u32 ldsSortData[WG_SIZE*ELEMENTS_PER_WORK_ITEM+16];
+ __local u32 localHistogramToCarry[NUM_BUCKET];
+ __local u32 localHistogram[NUM_BUCKET*2];
+
+ u32 gIdx = GET_GLOBAL_IDX;
+ u32 lIdx = GET_LOCAL_IDX;
+ u32 wgIdx = GET_GROUP_IDX;
+ u32 wgSize = GET_GROUP_SIZE;
+
+ const int n = cb.m_n;
+ const int nWGs = cb.m_nWGs;
+ const int startBit = cb.m_startBit;
+ const int nBlocksPerWG = cb.m_nBlocksPerWG;
+
+ if( lIdx < (NUM_BUCKET) )
+ {
+ localHistogramToCarry[lIdx] = rHistogram[lIdx*nWGs + wgIdx];
+ }
+
+ GROUP_LDS_BARRIER;
+
+ const int blockSize = ELEMENTS_PER_WORK_ITEM*WG_SIZE;
+
+ int nBlocks = n/blockSize - nBlocksPerWG*wgIdx;
+
+ int addr = blockSize*nBlocksPerWG*wgIdx + ELEMENTS_PER_WORK_ITEM*lIdx;
+
+ for(int iblock=0; iblock<min(nBlocksPerWG, nBlocks); iblock++, addr+=blockSize)
+ {
+ u32 myHistogram = 0;
+
+ u32 sortData[ELEMENTS_PER_WORK_ITEM];
+ for(int i=0; i<ELEMENTS_PER_WORK_ITEM; i++)
+#if defined(CHECK_BOUNDARY)
+ sortData[i] = ( addr+i < n )? gSrc[ addr+i ] : 0xffffffff;
+#else
+ sortData[i] = gSrc[ addr+i ];
+#endif
+
+ sort4Bits(sortData, startBit, lIdx, ldsSortData);
+
+ u32 keys[ELEMENTS_PER_WORK_ITEM];
+ for(int i=0; i<ELEMENTS_PER_WORK_ITEM; i++)
+ keys[i] = (sortData[i]>>startBit) & 0xf;
+
+ { // create histogram
+ u32 setIdx = lIdx/16;
+ if( lIdx < NUM_BUCKET )
+ {
+ localHistogram[lIdx] = 0;
+ }
+ ldsSortData[lIdx] = 0;
+ GROUP_LDS_BARRIER;
+
+ for(int i=0; i<ELEMENTS_PER_WORK_ITEM; i++)
+#if defined(CHECK_BOUNDARY)
+ if( addr+i < n )
+#endif
+
+#if defined(NV_GPU)
+ SET_HISTOGRAM( setIdx, keys[i] )++;
+#else
+ AtomInc( SET_HISTOGRAM( setIdx, keys[i] ) );
+#endif
+
+ GROUP_LDS_BARRIER;
+
+ uint hIdx = NUM_BUCKET+lIdx;
+ if( lIdx < NUM_BUCKET )
+ {
+ u32 sum = 0;
+ for(int i=0; i<WG_SIZE/16; i++)
+ {
+ sum += SET_HISTOGRAM( i, lIdx );
+ }
+ myHistogram = sum;
+ localHistogram[hIdx] = sum;
+ }
+ GROUP_LDS_BARRIER;
+
+#if defined(USE_2LEVEL_REDUCE)
+ if( lIdx < NUM_BUCKET )
+ {
+ localHistogram[hIdx] = localHistogram[hIdx-1];
+ GROUP_MEM_FENCE;
+
+ u32 u0, u1, u2;
+ u0 = localHistogram[hIdx-3];
+ u1 = localHistogram[hIdx-2];
+ u2 = localHistogram[hIdx-1];
+ AtomAdd( localHistogram[hIdx], u0 + u1 + u2 );
+ GROUP_MEM_FENCE;
+ u0 = localHistogram[hIdx-12];
+ u1 = localHistogram[hIdx-8];
+ u2 = localHistogram[hIdx-4];
+ AtomAdd( localHistogram[hIdx], u0 + u1 + u2 );
+ GROUP_MEM_FENCE;
+ }
+#else
+ if( lIdx < NUM_BUCKET )
+ {
+ localHistogram[hIdx] = localHistogram[hIdx-1];
+ GROUP_MEM_FENCE;
+ localHistogram[hIdx] += localHistogram[hIdx-1];
+ GROUP_MEM_FENCE;
+ localHistogram[hIdx] += localHistogram[hIdx-2];
+ GROUP_MEM_FENCE;
+ localHistogram[hIdx] += localHistogram[hIdx-4];
+ GROUP_MEM_FENCE;
+ localHistogram[hIdx] += localHistogram[hIdx-8];
+ GROUP_MEM_FENCE;
+ }
+#endif
+ GROUP_LDS_BARRIER;
+ }
+
+ {
+ for(int ie=0; ie<ELEMENTS_PER_WORK_ITEM; ie++)
+ {
+ int dataIdx = ELEMENTS_PER_WORK_ITEM*lIdx+ie;
+ int binIdx = keys[ie];
+ int groupOffset = localHistogramToCarry[binIdx];
+ int myIdx = dataIdx - localHistogram[NUM_BUCKET+binIdx];
+#if defined(CHECK_BOUNDARY)
+ if( addr+ie < n )
+#endif
+ gDst[ groupOffset + myIdx ] = sortData[ie];
+ }
+ }
+
+ GROUP_LDS_BARRIER;
+
+ if( lIdx < NUM_BUCKET )
+ {
+ localHistogramToCarry[lIdx] += myHistogram;
+ }
+ GROUP_LDS_BARRIER;
+ }
+}
+
+// 2 scan, 2 exchange
+void sort4Bits1KeyValue(u32 sortData[4], int sortVal[4], int startBit, int lIdx, __local u32* ldsSortData, __local int *ldsSortVal)
+{
+ for(uint ibit=0; ibit<BITS_PER_PASS; ibit+=2)
+ {
+ uint4 b = make_uint4((sortData[0]>>(startBit+ibit)) & 0x3,
+ (sortData[1]>>(startBit+ibit)) & 0x3,
+ (sortData[2]>>(startBit+ibit)) & 0x3,
+ (sortData[3]>>(startBit+ibit)) & 0x3);
+
+ u32 key4;
+ u32 sKeyPacked[4] = { 0, 0, 0, 0 };
+ {
+ sKeyPacked[0] |= 1<<(8*b.x);
+ sKeyPacked[1] |= 1<<(8*b.y);
+ sKeyPacked[2] |= 1<<(8*b.z);
+ sKeyPacked[3] |= 1<<(8*b.w);
+
+ key4 = sKeyPacked[0] + sKeyPacked[1] + sKeyPacked[2] + sKeyPacked[3];
+ }
+
+ u32 rankPacked;
+ u32 sumPacked;
+ {
+ rankPacked = localPrefixSum( key4, lIdx, &sumPacked, ldsSortData, WG_SIZE );
+ }
+
+ GROUP_LDS_BARRIER;
+
+ u32 newOffset[4] = { 0,0,0,0 };
+ {
+ u32 sumScanned = bit8Scan( sumPacked );
+
+ u32 scannedKeys[4];
+ scannedKeys[0] = 1<<(8*b.x);
+ scannedKeys[1] = 1<<(8*b.y);
+ scannedKeys[2] = 1<<(8*b.z);
+ scannedKeys[3] = 1<<(8*b.w);
+ { // 4 scans at once
+ u32 sum4 = 0;
+ for(int ie=0; ie<4; ie++)
+ {
+ u32 tmp = scannedKeys[ie];
+ scannedKeys[ie] = sum4;
+ sum4 += tmp;
+ }
+ }
+
+ {
+ u32 sumPlusRank = sumScanned + rankPacked;
+ { u32 ie = b.x;
+ scannedKeys[0] += sumPlusRank;
+ newOffset[0] = unpack4Key( scannedKeys[0], ie );
+ }
+ { u32 ie = b.y;
+ scannedKeys[1] += sumPlusRank;
+ newOffset[1] = unpack4Key( scannedKeys[1], ie );
+ }
+ { u32 ie = b.z;
+ scannedKeys[2] += sumPlusRank;
+ newOffset[2] = unpack4Key( scannedKeys[2], ie );
+ }
+ { u32 ie = b.w;
+ scannedKeys[3] += sumPlusRank;
+ newOffset[3] = unpack4Key( scannedKeys[3], ie );
+ }
+ }
+ }
+
+
+ GROUP_LDS_BARRIER;
+
+ {
+ ldsSortData[newOffset[0]] = sortData[0];
+ ldsSortData[newOffset[1]] = sortData[1];
+ ldsSortData[newOffset[2]] = sortData[2];
+ ldsSortData[newOffset[3]] = sortData[3];
+
+ ldsSortVal[newOffset[0]] = sortVal[0];
+ ldsSortVal[newOffset[1]] = sortVal[1];
+ ldsSortVal[newOffset[2]] = sortVal[2];
+ ldsSortVal[newOffset[3]] = sortVal[3];
+
+ GROUP_LDS_BARRIER;
+
+ u32 dstAddr = 4*lIdx;
+ sortData[0] = ldsSortData[dstAddr+0];
+ sortData[1] = ldsSortData[dstAddr+1];
+ sortData[2] = ldsSortData[dstAddr+2];
+ sortData[3] = ldsSortData[dstAddr+3];
+
+ sortVal[0] = ldsSortVal[dstAddr+0];
+ sortVal[1] = ldsSortVal[dstAddr+1];
+ sortVal[2] = ldsSortVal[dstAddr+2];
+ sortVal[3] = ldsSortVal[dstAddr+3];
+
+ GROUP_LDS_BARRIER;
+ }
+ }
+}
+
+
+
+
+__kernel
+__attribute__((reqd_work_group_size(WG_SIZE,1,1)))
+void SortAndScatterSortDataKernel( __global const SortDataCL* restrict gSrc, __global const u32* rHistogram, __global SortDataCL* restrict gDst, int4 cb)
+{
+ __local int ldsSortData[WG_SIZE*ELEMENTS_PER_WORK_ITEM+16];
+ __local int ldsSortVal[WG_SIZE*ELEMENTS_PER_WORK_ITEM+16];
+ __local u32 localHistogramToCarry[NUM_BUCKET];
+ __local u32 localHistogram[NUM_BUCKET*2];
+
+ u32 gIdx = GET_GLOBAL_IDX;
+ u32 lIdx = GET_LOCAL_IDX;
+ u32 wgIdx = GET_GROUP_IDX;
+ u32 wgSize = GET_GROUP_SIZE;
+
+ const int n = cb.m_n;
+ const int nWGs = cb.m_nWGs;
+ const int startBit = cb.m_startBit;
+ const int nBlocksPerWG = cb.m_nBlocksPerWG;
+
+ if( lIdx < (NUM_BUCKET) )
+ {
+ localHistogramToCarry[lIdx] = rHistogram[lIdx*nWGs + wgIdx];
+ }
+
+ GROUP_LDS_BARRIER;
+
+
+ const int blockSize = ELEMENTS_PER_WORK_ITEM*WG_SIZE;
+
+ int nBlocks = n/blockSize - nBlocksPerWG*wgIdx;
+
+ int addr = blockSize*nBlocksPerWG*wgIdx + ELEMENTS_PER_WORK_ITEM*lIdx;
+
+ for(int iblock=0; iblock<min(nBlocksPerWG, nBlocks); iblock++, addr+=blockSize)
+ {
+
+ u32 myHistogram = 0;
+
+ int sortData[ELEMENTS_PER_WORK_ITEM];
+ int sortVal[ELEMENTS_PER_WORK_ITEM];
+
+ for(int i=0; i<ELEMENTS_PER_WORK_ITEM; i++)
+#if defined(CHECK_BOUNDARY)
+ {
+ sortData[i] = ( addr+i < n )? gSrc[ addr+i ].m_key : 0xffffffff;
+ sortVal[i] = ( addr+i < n )? gSrc[ addr+i ].m_value : 0xffffffff;
+ }
+#else
+ {
+ sortData[i] = gSrc[ addr+i ].m_key;
+ sortVal[i] = gSrc[ addr+i ].m_value;
+ }
+#endif
+
+ sort4Bits1KeyValue(sortData, sortVal, startBit, lIdx, ldsSortData, ldsSortVal);
+
+ u32 keys[ELEMENTS_PER_WORK_ITEM];
+ for(int i=0; i<ELEMENTS_PER_WORK_ITEM; i++)
+ keys[i] = (sortData[i]>>startBit) & 0xf;
+
+ { // create histogram
+ u32 setIdx = lIdx/16;
+ if( lIdx < NUM_BUCKET )
+ {
+ localHistogram[lIdx] = 0;
+ }
+ ldsSortData[lIdx] = 0;
+ GROUP_LDS_BARRIER;
+
+ for(int i=0; i<ELEMENTS_PER_WORK_ITEM; i++)
+#if defined(CHECK_BOUNDARY)
+ if( addr+i < n )
+#endif
+
+#if defined(NV_GPU)
+ SET_HISTOGRAM( setIdx, keys[i] )++;
+#else
+ AtomInc( SET_HISTOGRAM( setIdx, keys[i] ) );
+#endif
+
+ GROUP_LDS_BARRIER;
+
+ uint hIdx = NUM_BUCKET+lIdx;
+ if( lIdx < NUM_BUCKET )
+ {
+ u32 sum = 0;
+ for(int i=0; i<WG_SIZE/16; i++)
+ {
+ sum += SET_HISTOGRAM( i, lIdx );
+ }
+ myHistogram = sum;
+ localHistogram[hIdx] = sum;
+ }
+ GROUP_LDS_BARRIER;
+
+#if defined(USE_2LEVEL_REDUCE)
+ if( lIdx < NUM_BUCKET )
+ {
+ localHistogram[hIdx] = localHistogram[hIdx-1];
+ GROUP_MEM_FENCE;
+
+ u32 u0, u1, u2;
+ u0 = localHistogram[hIdx-3];
+ u1 = localHistogram[hIdx-2];
+ u2 = localHistogram[hIdx-1];
+ AtomAdd( localHistogram[hIdx], u0 + u1 + u2 );
+ GROUP_MEM_FENCE;
+ u0 = localHistogram[hIdx-12];
+ u1 = localHistogram[hIdx-8];
+ u2 = localHistogram[hIdx-4];
+ AtomAdd( localHistogram[hIdx], u0 + u1 + u2 );
+ GROUP_MEM_FENCE;
+ }
+#else
+ if( lIdx < NUM_BUCKET )
+ {
+ localHistogram[hIdx] = localHistogram[hIdx-1];
+ GROUP_MEM_FENCE;
+ localHistogram[hIdx] += localHistogram[hIdx-1];
+ GROUP_MEM_FENCE;
+ localHistogram[hIdx] += localHistogram[hIdx-2];
+ GROUP_MEM_FENCE;
+ localHistogram[hIdx] += localHistogram[hIdx-4];
+ GROUP_MEM_FENCE;
+ localHistogram[hIdx] += localHistogram[hIdx-8];
+ GROUP_MEM_FENCE;
+ }
+#endif
+ GROUP_LDS_BARRIER;
+ }
+
+ {
+ for(int ie=0; ie<ELEMENTS_PER_WORK_ITEM; ie++)
+ {
+ int dataIdx = ELEMENTS_PER_WORK_ITEM*lIdx+ie;
+ int binIdx = keys[ie];
+ int groupOffset = localHistogramToCarry[binIdx];
+ int myIdx = dataIdx - localHistogram[NUM_BUCKET+binIdx];
+#if defined(CHECK_BOUNDARY)
+ if( addr+ie < n )
+ {
+ if ((groupOffset + myIdx)<n)
+ {
+ if (sortData[ie]==sortVal[ie])
+ {
+
+ SortDataCL tmp;
+ tmp.m_key = sortData[ie];
+ tmp.m_value = sortVal[ie];
+ if (tmp.m_key == tmp.m_value)
+ gDst[groupOffset + myIdx ] = tmp;
+ }
+
+ }
+ }
+#else
+ if ((groupOffset + myIdx)<n)
+ {
+ gDst[ groupOffset + myIdx ].m_key = sortData[ie];
+ gDst[ groupOffset + myIdx ].m_value = sortVal[ie];
+ }
+#endif
+ }
+ }
+
+ GROUP_LDS_BARRIER;
+
+ if( lIdx < NUM_BUCKET )
+ {
+ localHistogramToCarry[lIdx] += myHistogram;
+ }
+ GROUP_LDS_BARRIER;
+ }
+}
+
+
+
+
+
+
+
+__kernel
+__attribute__((reqd_work_group_size(WG_SIZE,1,1)))
+void SortAndScatterSortDataKernelSerial( __global const SortDataCL* restrict gSrc, __global const u32* rHistogram, __global SortDataCL* restrict gDst, int4 cb)
+{
+
+ u32 gIdx = GET_GLOBAL_IDX;
+ u32 realLocalIdx = GET_LOCAL_IDX;
+ u32 wgIdx = GET_GROUP_IDX;
+ u32 wgSize = GET_GROUP_SIZE;
+ const int startBit = cb.m_startBit;
+ const int n = cb.m_n;
+ const int nWGs = cb.m_nWGs;
+ const int nBlocksPerWG = cb.m_nBlocksPerWG;
+
+ int counter[NUM_BUCKET];
+
+ if (realLocalIdx>0)
+ return;
+
+ for (int c=0;c<NUM_BUCKET;c++)
+ counter[c]=0;
+
+ const int blockSize = ELEMENTS_PER_WORK_ITEM*WG_SIZE;
+
+ int nBlocks = (n)/blockSize - nBlocksPerWG*wgIdx;
+
+ for(int iblock=0; iblock<min(nBlocksPerWG, nBlocks); iblock++)
+ {
+ for (int lIdx=0;lIdx<WG_SIZE;lIdx++)
+ {
+ int addr2 = iblock*blockSize + blockSize*nBlocksPerWG*wgIdx + ELEMENTS_PER_WORK_ITEM*lIdx;
+
+ for(int j=0; j<ELEMENTS_PER_WORK_ITEM; j++)
+ {
+ int i = addr2+j;
+ if( i < n )
+ {
+ int tableIdx;
+ tableIdx = (gSrc[i].m_key>>startBit) & 0xf;//0xf = NUM_TABLES-1
+ gDst[rHistogram[tableIdx*nWGs+wgIdx] + counter[tableIdx]] = gSrc[i];
+ counter[tableIdx] ++;
+ }
+ }
+ }
+ }
+
+}
+
+
+__kernel
+__attribute__((reqd_work_group_size(WG_SIZE,1,1)))
+void SortAndScatterKernelSerial( __global const u32* restrict gSrc, __global const u32* rHistogram, __global u32* restrict gDst, int4 cb )
+{
+
+ u32 gIdx = GET_GLOBAL_IDX;
+ u32 realLocalIdx = GET_LOCAL_IDX;
+ u32 wgIdx = GET_GROUP_IDX;
+ u32 wgSize = GET_GROUP_SIZE;
+ const int startBit = cb.m_startBit;
+ const int n = cb.m_n;
+ const int nWGs = cb.m_nWGs;
+ const int nBlocksPerWG = cb.m_nBlocksPerWG;
+
+ int counter[NUM_BUCKET];
+
+ if (realLocalIdx>0)
+ return;
+
+ for (int c=0;c<NUM_BUCKET;c++)
+ counter[c]=0;
+
+ const int blockSize = ELEMENTS_PER_WORK_ITEM*WG_SIZE;
+
+ int nBlocks = (n)/blockSize - nBlocksPerWG*wgIdx;
+
+ for(int iblock=0; iblock<min(nBlocksPerWG, nBlocks); iblock++)
+ {
+ for (int lIdx=0;lIdx<WG_SIZE;lIdx++)
+ {
+ int addr2 = iblock*blockSize + blockSize*nBlocksPerWG*wgIdx + ELEMENTS_PER_WORK_ITEM*lIdx;
+
+ for(int j=0; j<ELEMENTS_PER_WORK_ITEM; j++)
+ {
+ int i = addr2+j;
+ if( i < n )
+ {
+ int tableIdx;
+ tableIdx = (gSrc[i]>>startBit) & 0xf;//0xf = NUM_TABLES-1
+ gDst[rHistogram[tableIdx*nWGs+wgIdx] + counter[tableIdx]] = gSrc[i];
+ counter[tableIdx] ++;
+ }
+ }
+ }
+ }
+
+} \ No newline at end of file
diff --git a/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/RadixSort32KernelsCL.h b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/RadixSort32KernelsCL.h
new file mode 100644
index 0000000000..8876c16aa6
--- /dev/null
+++ b/thirdparty/bullet/Bullet3OpenCL/ParallelPrimitives/kernels/RadixSort32KernelsCL.h
@@ -0,0 +1,910 @@
+//this file is autogenerated using stringify.bat (premake --stringify) in the build folder of this project
+static const char* radixSort32KernelsCL= \
+"/*\n"
+"Bullet Continuous Collision Detection and Physics Library\n"
+"Copyright (c) 2011 Advanced Micro Devices, Inc. http://bulletphysics.org\n"
+"This software is provided 'as-is', without any express or implied warranty.\n"
+"In no event will the authors be held liable for any damages arising from the use of this software.\n"
+"Permission is granted to anyone to use this software for any purpose, \n"
+"including commercial applications, and to alter it and redistribute it freely, \n"
+"subject to the following restrictions:\n"
+"1. The origin of this software must not be misrepresented; you must not claim that you wrote the original software. If you use this software in a product, an acknowledgment in the product documentation would be appreciated but is not required.\n"
+"2. Altered source versions must be plainly marked as such, and must not be misrepresented as being the original software.\n"
+"3. This notice may not be removed or altered from any source distribution.\n"
+"*/\n"
+"//Author Takahiro Harada\n"
+"//#pragma OPENCL EXTENSION cl_amd_printf : enable\n"
+"#pragma OPENCL EXTENSION cl_khr_local_int32_base_atomics : enable\n"
+"#pragma OPENCL EXTENSION cl_khr_global_int32_base_atomics : enable\n"
+"typedef unsigned int u32;\n"
+"#define GET_GROUP_IDX get_group_id(0)\n"
+"#define GET_LOCAL_IDX get_local_id(0)\n"
+"#define GET_GLOBAL_IDX get_global_id(0)\n"
+"#define GET_GROUP_SIZE get_local_size(0)\n"
+"#define GROUP_LDS_BARRIER barrier(CLK_LOCAL_MEM_FENCE)\n"
+"#define GROUP_MEM_FENCE mem_fence(CLK_LOCAL_MEM_FENCE)\n"
+"#define AtomInc(x) atom_inc(&(x))\n"
+"#define AtomInc1(x, out) out = atom_inc(&(x))\n"
+"#define AtomAdd(x, value) atom_add(&(x), value)\n"
+"#define SELECT_UINT4( b, a, condition ) select( b,a,condition )\n"
+"#define make_uint4 (uint4)\n"
+"#define make_uint2 (uint2)\n"
+"#define make_int2 (int2)\n"
+"#define WG_SIZE 64\n"
+"#define ELEMENTS_PER_WORK_ITEM (256/WG_SIZE)\n"
+"#define BITS_PER_PASS 4\n"
+"#define NUM_BUCKET (1<<BITS_PER_PASS)\n"
+"typedef uchar u8;\n"
+"// this isn't optimization for VLIW. But just reducing writes. \n"
+"#define USE_2LEVEL_REDUCE 1\n"
+"//#define CHECK_BOUNDARY 1\n"
+"//#define NV_GPU 1\n"
+"// Cypress\n"
+"#define nPerWI 16\n"
+"// Cayman\n"
+"//#define nPerWI 20\n"
+"#define m_n x\n"
+"#define m_nWGs y\n"
+"#define m_startBit z\n"
+"#define m_nBlocksPerWG w\n"
+"/*\n"
+"typedef struct\n"
+"{\n"
+" int m_n;\n"
+" int m_nWGs;\n"
+" int m_startBit;\n"
+" int m_nBlocksPerWG;\n"
+"} ConstBuffer;\n"
+"*/\n"
+"typedef struct\n"
+"{\n"
+" unsigned int m_key;\n"
+" unsigned int m_value;\n"
+"} SortDataCL;\n"
+"uint prefixScanVectorEx( uint4* data )\n"
+"{\n"
+" u32 sum = 0;\n"
+" u32 tmp = data[0].x;\n"
+" data[0].x = sum;\n"
+" sum += tmp;\n"
+" tmp = data[0].y;\n"
+" data[0].y = sum;\n"
+" sum += tmp;\n"
+" tmp = data[0].z;\n"
+" data[0].z = sum;\n"
+" sum += tmp;\n"
+" tmp = data[0].w;\n"
+" data[0].w = sum;\n"
+" sum += tmp;\n"
+" return sum;\n"
+"}\n"
+"u32 localPrefixSum( u32 pData, uint lIdx, uint* totalSum, __local u32* sorterSharedMemory, int wgSize /*64 or 128*/ )\n"
+"{\n"
+" { // Set data\n"
+" sorterSharedMemory[lIdx] = 0;\n"
+" sorterSharedMemory[lIdx+wgSize] = pData;\n"
+" }\n"
+" GROUP_LDS_BARRIER;\n"
+" { // Prefix sum\n"
+" int idx = 2*lIdx + (wgSize+1);\n"
+"#if defined(USE_2LEVEL_REDUCE)\n"
+" if( lIdx < 64 )\n"
+" {\n"
+" u32 u0, u1, u2;\n"
+" u0 = sorterSharedMemory[idx-3];\n"
+" u1 = sorterSharedMemory[idx-2];\n"
+" u2 = sorterSharedMemory[idx-1];\n"
+" AtomAdd( sorterSharedMemory[idx], u0+u1+u2 ); \n"
+" GROUP_MEM_FENCE;\n"
+" u0 = sorterSharedMemory[idx-12];\n"
+" u1 = sorterSharedMemory[idx-8];\n"
+" u2 = sorterSharedMemory[idx-4];\n"
+" AtomAdd( sorterSharedMemory[idx], u0+u1+u2 ); \n"
+" GROUP_MEM_FENCE;\n"
+" u0 = sorterSharedMemory[idx-48];\n"
+" u1 = sorterSharedMemory[idx-32];\n"
+" u2 = sorterSharedMemory[idx-16];\n"
+" AtomAdd( sorterSharedMemory[idx], u0+u1+u2 ); \n"
+" GROUP_MEM_FENCE;\n"
+" if( wgSize > 64 )\n"
+" {\n"
+" sorterSharedMemory[idx] += sorterSharedMemory[idx-64];\n"
+" GROUP_MEM_FENCE;\n"
+" }\n"
+" sorterSharedMemory[idx-1] += sorterSharedMemory[idx-2];\n"
+" GROUP_MEM_FENCE;\n"
+" }\n"
+"#else\n"
+" if( lIdx < 64 )\n"
+" {\n"
+" sorterSharedMemory[idx] += sorterSharedMemory[idx-1];\n"
+" GROUP_MEM_FENCE;\n"
+" sorterSharedMemory[idx] += sorterSharedMemory[idx-2]; \n"
+" GROUP_MEM_FENCE;\n"
+" sorterSharedMemory[idx] += sorterSharedMemory[idx-4];\n"
+" GROUP_MEM_FENCE;\n"
+" sorterSharedMemory[idx] += sorterSharedMemory[idx-8];\n"
+" GROUP_MEM_FENCE;\n"
+" sorterSharedMemory[idx] += sorterSharedMemory[idx-16];\n"
+" GROUP_MEM_FENCE;\n"
+" sorterSharedMemory[idx] += sorterSharedMemory[idx-32];\n"
+" GROUP_MEM_FENCE;\n"
+" if( wgSize > 64 )\n"
+" {\n"
+" sorterSharedMemory[idx] += sorterSharedMemory[idx-64];\n"
+" GROUP_MEM_FENCE;\n"
+" }\n"
+" sorterSharedMemory[idx-1] += sorterSharedMemory[idx-2];\n"
+" GROUP_MEM_FENCE;\n"
+" }\n"
+"#endif\n"
+" }\n"
+" GROUP_LDS_BARRIER;\n"
+" *totalSum = sorterSharedMemory[wgSize*2-1];\n"
+" u32 addValue = sorterSharedMemory[lIdx+wgSize-1];\n"
+" return addValue;\n"
+"}\n"
+"//__attribute__((reqd_work_group_size(128,1,1)))\n"
+"uint4 localPrefixSum128V( uint4 pData, uint lIdx, uint* totalSum, __local u32* sorterSharedMemory )\n"
+"{\n"
+" u32 s4 = prefixScanVectorEx( &pData );\n"
+" u32 rank = localPrefixSum( s4, lIdx, totalSum, sorterSharedMemory, 128 );\n"
+" return pData + make_uint4( rank, rank, rank, rank );\n"
+"}\n"
+"//__attribute__((reqd_work_group_size(64,1,1)))\n"
+"uint4 localPrefixSum64V( uint4 pData, uint lIdx, uint* totalSum, __local u32* sorterSharedMemory )\n"
+"{\n"
+" u32 s4 = prefixScanVectorEx( &pData );\n"
+" u32 rank = localPrefixSum( s4, lIdx, totalSum, sorterSharedMemory, 64 );\n"
+" return pData + make_uint4( rank, rank, rank, rank );\n"
+"}\n"
+"u32 unpack4Key( u32 key, int keyIdx ){ return (key>>(keyIdx*8)) & 0xff;}\n"
+"u32 bit8Scan(u32 v)\n"
+"{\n"
+" return (v<<8) + (v<<16) + (v<<24);\n"
+"}\n"
+"//===\n"
+"#define MY_HISTOGRAM(idx) localHistogramMat[(idx)*WG_SIZE+lIdx]\n"
+"__kernel\n"
+"__attribute__((reqd_work_group_size(WG_SIZE,1,1)))\n"
+"void StreamCountKernel( __global u32* gSrc, __global u32* histogramOut, int4 cb )\n"
+"{\n"
+" __local u32 localHistogramMat[NUM_BUCKET*WG_SIZE];\n"
+" u32 gIdx = GET_GLOBAL_IDX;\n"
+" u32 lIdx = GET_LOCAL_IDX;\n"
+" u32 wgIdx = GET_GROUP_IDX;\n"
+" u32 wgSize = GET_GROUP_SIZE;\n"
+" const int startBit = cb.m_startBit;\n"
+" const int n = cb.m_n;\n"
+" const int nWGs = cb.m_nWGs;\n"
+" const int nBlocksPerWG = cb.m_nBlocksPerWG;\n"
+" for(int i=0; i<NUM_BUCKET; i++)\n"
+" {\n"
+" MY_HISTOGRAM(i) = 0;\n"
+" }\n"
+" GROUP_LDS_BARRIER;\n"
+" const int blockSize = ELEMENTS_PER_WORK_ITEM*WG_SIZE;\n"
+" u32 localKey;\n"
+" int nBlocks = (n)/blockSize - nBlocksPerWG*wgIdx;\n"
+" int addr = blockSize*nBlocksPerWG*wgIdx + ELEMENTS_PER_WORK_ITEM*lIdx;\n"
+" for(int iblock=0; iblock<min(nBlocksPerWG, nBlocks); iblock++, addr+=blockSize)\n"
+" {\n"
+" // MY_HISTOGRAM( localKeys.x ) ++ is much expensive than atomic add as it requires read and write while atomics can just add on AMD\n"
+" // Using registers didn't perform well. It seems like use localKeys to address requires a lot of alu ops\n"
+" // AMD: AtomInc performs better while NV prefers ++\n"
+" for(int i=0; i<ELEMENTS_PER_WORK_ITEM; i++)\n"
+" {\n"
+"#if defined(CHECK_BOUNDARY)\n"
+" if( addr+i < n )\n"
+"#endif\n"
+" {\n"
+" localKey = (gSrc[addr+i]>>startBit) & 0xf;\n"
+"#if defined(NV_GPU)\n"
+" MY_HISTOGRAM( localKey )++;\n"
+"#else\n"
+" AtomInc( MY_HISTOGRAM( localKey ) );\n"
+"#endif\n"
+" }\n"
+" }\n"
+" }\n"
+" GROUP_LDS_BARRIER;\n"
+" \n"
+" if( lIdx < NUM_BUCKET )\n"
+" {\n"
+" u32 sum = 0;\n"
+" for(int i=0; i<GET_GROUP_SIZE; i++)\n"
+" {\n"
+" sum += localHistogramMat[lIdx*WG_SIZE+(i+lIdx)%GET_GROUP_SIZE];\n"
+" }\n"
+" histogramOut[lIdx*nWGs+wgIdx] = sum;\n"
+" }\n"
+"}\n"
+"__kernel\n"
+"__attribute__((reqd_work_group_size(WG_SIZE,1,1)))\n"
+"void StreamCountSortDataKernel( __global SortDataCL* gSrc, __global u32* histogramOut, int4 cb )\n"
+"{\n"
+" __local u32 localHistogramMat[NUM_BUCKET*WG_SIZE];\n"
+" u32 gIdx = GET_GLOBAL_IDX;\n"
+" u32 lIdx = GET_LOCAL_IDX;\n"
+" u32 wgIdx = GET_GROUP_IDX;\n"
+" u32 wgSize = GET_GROUP_SIZE;\n"
+" const int startBit = cb.m_startBit;\n"
+" const int n = cb.m_n;\n"
+" const int nWGs = cb.m_nWGs;\n"
+" const int nBlocksPerWG = cb.m_nBlocksPerWG;\n"
+" for(int i=0; i<NUM_BUCKET; i++)\n"
+" {\n"
+" MY_HISTOGRAM(i) = 0;\n"
+" }\n"
+" GROUP_LDS_BARRIER;\n"
+" const int blockSize = ELEMENTS_PER_WORK_ITEM*WG_SIZE;\n"
+" u32 localKey;\n"
+" int nBlocks = (n)/blockSize - nBlocksPerWG*wgIdx;\n"
+" int addr = blockSize*nBlocksPerWG*wgIdx + ELEMENTS_PER_WORK_ITEM*lIdx;\n"
+" for(int iblock=0; iblock<min(nBlocksPerWG, nBlocks); iblock++, addr+=blockSize)\n"
+" {\n"
+" // MY_HISTOGRAM( localKeys.x ) ++ is much expensive than atomic add as it requires read and write while atomics can just add on AMD\n"
+" // Using registers didn't perform well. It seems like use localKeys to address requires a lot of alu ops\n"
+" // AMD: AtomInc performs better while NV prefers ++\n"
+" for(int i=0; i<ELEMENTS_PER_WORK_ITEM; i++)\n"
+" {\n"
+"#if defined(CHECK_BOUNDARY)\n"
+" if( addr+i < n )\n"
+"#endif\n"
+" {\n"
+" localKey = (gSrc[addr+i].m_key>>startBit) & 0xf;\n"
+"#if defined(NV_GPU)\n"
+" MY_HISTOGRAM( localKey )++;\n"
+"#else\n"
+" AtomInc( MY_HISTOGRAM( localKey ) );\n"
+"#endif\n"
+" }\n"
+" }\n"
+" }\n"
+" GROUP_LDS_BARRIER;\n"
+" \n"
+" if( lIdx < NUM_BUCKET )\n"
+" {\n"
+" u32 sum = 0;\n"
+" for(int i=0; i<GET_GROUP_SIZE; i++)\n"
+" {\n"
+" sum += localHistogramMat[lIdx*WG_SIZE+(i+lIdx)%GET_GROUP_SIZE];\n"
+" }\n"
+" histogramOut[lIdx*nWGs+wgIdx] = sum;\n"
+" }\n"
+"}\n"
+"#define nPerLane (nPerWI/4)\n"
+"// NUM_BUCKET*nWGs < 128*nPerWI\n"
+"__kernel\n"
+"__attribute__((reqd_work_group_size(128,1,1)))\n"
+"void PrefixScanKernel( __global u32* wHistogram1, int4 cb )\n"
+"{\n"
+" __local u32 ldsTopScanData[128*2];\n"
+" u32 lIdx = GET_LOCAL_IDX;\n"
+" u32 wgIdx = GET_GROUP_IDX;\n"
+" const int nWGs = cb.m_nWGs;\n"
+" u32 data[nPerWI];\n"
+" for(int i=0; i<nPerWI; i++)\n"
+" {\n"
+" data[i] = 0;\n"
+" if( (nPerWI*lIdx+i) < NUM_BUCKET*nWGs )\n"
+" data[i] = wHistogram1[nPerWI*lIdx+i];\n"
+" }\n"
+" uint4 myData = make_uint4(0,0,0,0);\n"
+" for(int i=0; i<nPerLane; i++)\n"
+" {\n"
+" myData.x += data[nPerLane*0+i];\n"
+" myData.y += data[nPerLane*1+i];\n"
+" myData.z += data[nPerLane*2+i];\n"
+" myData.w += data[nPerLane*3+i];\n"
+" }\n"
+" uint totalSum;\n"
+" uint4 scanned = localPrefixSum128V( myData, lIdx, &totalSum, ldsTopScanData );\n"
+"// for(int j=0; j<4; j++) // somehow it introduces a lot of branches\n"
+" { int j = 0;\n"
+" u32 sum = 0;\n"
+" for(int i=0; i<nPerLane; i++)\n"
+" {\n"
+" u32 tmp = data[nPerLane*j+i];\n"
+" data[nPerLane*j+i] = sum;\n"
+" sum += tmp;\n"
+" }\n"
+" }\n"
+" { int j = 1;\n"
+" u32 sum = 0;\n"
+" for(int i=0; i<nPerLane; i++)\n"
+" {\n"
+" u32 tmp = data[nPerLane*j+i];\n"
+" data[nPerLane*j+i] = sum;\n"
+" sum += tmp;\n"
+" }\n"
+" }\n"
+" { int j = 2;\n"
+" u32 sum = 0;\n"
+" for(int i=0; i<nPerLane; i++)\n"
+" {\n"
+" u32 tmp = data[nPerLane*j+i];\n"
+" data[nPerLane*j+i] = sum;\n"
+" sum += tmp;\n"
+" }\n"
+" }\n"
+" { int j = 3;\n"
+" u32 sum = 0;\n"
+" for(int i=0; i<nPerLane; i++)\n"
+" {\n"
+" u32 tmp = data[nPerLane*j+i];\n"
+" data[nPerLane*j+i] = sum;\n"
+" sum += tmp;\n"
+" }\n"
+" }\n"
+" for(int i=0; i<nPerLane; i++)\n"
+" {\n"
+" data[nPerLane*0+i] += scanned.x;\n"
+" data[nPerLane*1+i] += scanned.y;\n"
+" data[nPerLane*2+i] += scanned.z;\n"
+" data[nPerLane*3+i] += scanned.w;\n"
+" }\n"
+" for(int i=0; i<nPerWI; i++)\n"
+" {\n"
+" int index = nPerWI*lIdx+i;\n"
+" if (index < NUM_BUCKET*nWGs)\n"
+" wHistogram1[nPerWI*lIdx+i] = data[i];\n"
+" }\n"
+"}\n"
+"// 4 scan, 4 exchange\n"
+"void sort4Bits(u32 sortData[4], int startBit, int lIdx, __local u32* ldsSortData)\n"
+"{\n"
+" for(int bitIdx=0; bitIdx<BITS_PER_PASS; bitIdx++)\n"
+" {\n"
+" u32 mask = (1<<bitIdx);\n"
+" uint4 cmpResult = make_uint4( (sortData[0]>>startBit) & mask, (sortData[1]>>startBit) & mask, (sortData[2]>>startBit) & mask, (sortData[3]>>startBit) & mask );\n"
+" uint4 prefixSum = SELECT_UINT4( make_uint4(1,1,1,1), make_uint4(0,0,0,0), cmpResult != make_uint4(0,0,0,0) );\n"
+" u32 total;\n"
+" prefixSum = localPrefixSum64V( prefixSum, lIdx, &total, ldsSortData );\n"
+" {\n"
+" uint4 localAddr = make_uint4(lIdx*4+0,lIdx*4+1,lIdx*4+2,lIdx*4+3);\n"
+" uint4 dstAddr = localAddr - prefixSum + make_uint4( total, total, total, total );\n"
+" dstAddr = SELECT_UINT4( prefixSum, dstAddr, cmpResult != make_uint4(0, 0, 0, 0) );\n"
+" GROUP_LDS_BARRIER;\n"
+" ldsSortData[dstAddr.x] = sortData[0];\n"
+" ldsSortData[dstAddr.y] = sortData[1];\n"
+" ldsSortData[dstAddr.z] = sortData[2];\n"
+" ldsSortData[dstAddr.w] = sortData[3];\n"
+" GROUP_LDS_BARRIER;\n"
+" sortData[0] = ldsSortData[localAddr.x];\n"
+" sortData[1] = ldsSortData[localAddr.y];\n"
+" sortData[2] = ldsSortData[localAddr.z];\n"
+" sortData[3] = ldsSortData[localAddr.w];\n"
+" GROUP_LDS_BARRIER;\n"
+" }\n"
+" }\n"
+"}\n"
+"// 2 scan, 2 exchange\n"
+"void sort4Bits1(u32 sortData[4], int startBit, int lIdx, __local u32* ldsSortData)\n"
+"{\n"
+" for(uint ibit=0; ibit<BITS_PER_PASS; ibit+=2)\n"
+" {\n"
+" uint4 b = make_uint4((sortData[0]>>(startBit+ibit)) & 0x3, \n"
+" (sortData[1]>>(startBit+ibit)) & 0x3, \n"
+" (sortData[2]>>(startBit+ibit)) & 0x3, \n"
+" (sortData[3]>>(startBit+ibit)) & 0x3);\n"
+" u32 key4;\n"
+" u32 sKeyPacked[4] = { 0, 0, 0, 0 };\n"
+" {\n"
+" sKeyPacked[0] |= 1<<(8*b.x);\n"
+" sKeyPacked[1] |= 1<<(8*b.y);\n"
+" sKeyPacked[2] |= 1<<(8*b.z);\n"
+" sKeyPacked[3] |= 1<<(8*b.w);\n"
+" key4 = sKeyPacked[0] + sKeyPacked[1] + sKeyPacked[2] + sKeyPacked[3];\n"
+" }\n"
+" u32 rankPacked;\n"
+" u32 sumPacked;\n"
+" {\n"
+" rankPacked = localPrefixSum( key4, lIdx, &sumPacked, ldsSortData, WG_SIZE );\n"
+" }\n"
+" GROUP_LDS_BARRIER;\n"
+" u32 newOffset[4] = { 0,0,0,0 };\n"
+" {\n"
+" u32 sumScanned = bit8Scan( sumPacked );\n"
+" u32 scannedKeys[4];\n"
+" scannedKeys[0] = 1<<(8*b.x);\n"
+" scannedKeys[1] = 1<<(8*b.y);\n"
+" scannedKeys[2] = 1<<(8*b.z);\n"
+" scannedKeys[3] = 1<<(8*b.w);\n"
+" { // 4 scans at once\n"
+" u32 sum4 = 0;\n"
+" for(int ie=0; ie<4; ie++)\n"
+" {\n"
+" u32 tmp = scannedKeys[ie];\n"
+" scannedKeys[ie] = sum4;\n"
+" sum4 += tmp;\n"
+" }\n"
+" }\n"
+" {\n"
+" u32 sumPlusRank = sumScanned + rankPacked;\n"
+" { u32 ie = b.x;\n"
+" scannedKeys[0] += sumPlusRank;\n"
+" newOffset[0] = unpack4Key( scannedKeys[0], ie );\n"
+" }\n"
+" { u32 ie = b.y;\n"
+" scannedKeys[1] += sumPlusRank;\n"
+" newOffset[1] = unpack4Key( scannedKeys[1], ie );\n"
+" }\n"
+" { u32 ie = b.z;\n"
+" scannedKeys[2] += sumPlusRank;\n"
+" newOffset[2] = unpack4Key( scannedKeys[2], ie );\n"
+" }\n"
+" { u32 ie = b.w;\n"
+" scannedKeys[3] += sumPlusRank;\n"
+" newOffset[3] = unpack4Key( scannedKeys[3], ie );\n"
+" }\n"
+" }\n"
+" }\n"
+" GROUP_LDS_BARRIER;\n"
+" {\n"
+" ldsSortData[newOffset[0]] = sortData[0];\n"
+" ldsSortData[newOffset[1]] = sortData[1];\n"
+" ldsSortData[newOffset[2]] = sortData[2];\n"
+" ldsSortData[newOffset[3]] = sortData[3];\n"
+" GROUP_LDS_BARRIER;\n"
+" u32 dstAddr = 4*lIdx;\n"
+" sortData[0] = ldsSortData[dstAddr+0];\n"
+" sortData[1] = ldsSortData[dstAddr+1];\n"
+" sortData[2] = ldsSortData[dstAddr+2];\n"
+" sortData[3] = ldsSortData[dstAddr+3];\n"
+" GROUP_LDS_BARRIER;\n"
+" }\n"
+" }\n"
+"}\n"
+"#define SET_HISTOGRAM(setIdx, key) ldsSortData[(setIdx)*NUM_BUCKET+key]\n"
+"__kernel\n"
+"__attribute__((reqd_work_group_size(WG_SIZE,1,1)))\n"
+"void SortAndScatterKernel( __global const u32* restrict gSrc, __global const u32* rHistogram, __global u32* restrict gDst, int4 cb )\n"
+"{\n"
+" __local u32 ldsSortData[WG_SIZE*ELEMENTS_PER_WORK_ITEM+16];\n"
+" __local u32 localHistogramToCarry[NUM_BUCKET];\n"
+" __local u32 localHistogram[NUM_BUCKET*2];\n"
+" u32 gIdx = GET_GLOBAL_IDX;\n"
+" u32 lIdx = GET_LOCAL_IDX;\n"
+" u32 wgIdx = GET_GROUP_IDX;\n"
+" u32 wgSize = GET_GROUP_SIZE;\n"
+" const int n = cb.m_n;\n"
+" const int nWGs = cb.m_nWGs;\n"
+" const int startBit = cb.m_startBit;\n"
+" const int nBlocksPerWG = cb.m_nBlocksPerWG;\n"
+" if( lIdx < (NUM_BUCKET) )\n"
+" {\n"
+" localHistogramToCarry[lIdx] = rHistogram[lIdx*nWGs + wgIdx];\n"
+" }\n"
+" GROUP_LDS_BARRIER;\n"
+" const int blockSize = ELEMENTS_PER_WORK_ITEM*WG_SIZE;\n"
+" int nBlocks = n/blockSize - nBlocksPerWG*wgIdx;\n"
+" int addr = blockSize*nBlocksPerWG*wgIdx + ELEMENTS_PER_WORK_ITEM*lIdx;\n"
+" for(int iblock=0; iblock<min(nBlocksPerWG, nBlocks); iblock++, addr+=blockSize)\n"
+" {\n"
+" u32 myHistogram = 0;\n"
+" u32 sortData[ELEMENTS_PER_WORK_ITEM];\n"
+" for(int i=0; i<ELEMENTS_PER_WORK_ITEM; i++)\n"
+"#if defined(CHECK_BOUNDARY)\n"
+" sortData[i] = ( addr+i < n )? gSrc[ addr+i ] : 0xffffffff;\n"
+"#else\n"
+" sortData[i] = gSrc[ addr+i ];\n"
+"#endif\n"
+" sort4Bits(sortData, startBit, lIdx, ldsSortData);\n"
+" u32 keys[ELEMENTS_PER_WORK_ITEM];\n"
+" for(int i=0; i<ELEMENTS_PER_WORK_ITEM; i++)\n"
+" keys[i] = (sortData[i]>>startBit) & 0xf;\n"
+" { // create histogram\n"
+" u32 setIdx = lIdx/16;\n"
+" if( lIdx < NUM_BUCKET )\n"
+" {\n"
+" localHistogram[lIdx] = 0;\n"
+" }\n"
+" ldsSortData[lIdx] = 0;\n"
+" GROUP_LDS_BARRIER;\n"
+" for(int i=0; i<ELEMENTS_PER_WORK_ITEM; i++)\n"
+"#if defined(CHECK_BOUNDARY)\n"
+" if( addr+i < n )\n"
+"#endif\n"
+"#if defined(NV_GPU)\n"
+" SET_HISTOGRAM( setIdx, keys[i] )++;\n"
+"#else\n"
+" AtomInc( SET_HISTOGRAM( setIdx, keys[i] ) );\n"
+"#endif\n"
+" \n"
+" GROUP_LDS_BARRIER;\n"
+" \n"
+" uint hIdx = NUM_BUCKET+lIdx;\n"
+" if( lIdx < NUM_BUCKET )\n"
+" {\n"
+" u32 sum = 0;\n"
+" for(int i=0; i<WG_SIZE/16; i++)\n"
+" {\n"
+" sum += SET_HISTOGRAM( i, lIdx );\n"
+" }\n"
+" myHistogram = sum;\n"
+" localHistogram[hIdx] = sum;\n"
+" }\n"
+" GROUP_LDS_BARRIER;\n"
+"#if defined(USE_2LEVEL_REDUCE)\n"
+" if( lIdx < NUM_BUCKET )\n"
+" {\n"
+" localHistogram[hIdx] = localHistogram[hIdx-1];\n"
+" GROUP_MEM_FENCE;\n"
+" u32 u0, u1, u2;\n"
+" u0 = localHistogram[hIdx-3];\n"
+" u1 = localHistogram[hIdx-2];\n"
+" u2 = localHistogram[hIdx-1];\n"
+" AtomAdd( localHistogram[hIdx], u0 + u1 + u2 );\n"
+" GROUP_MEM_FENCE;\n"
+" u0 = localHistogram[hIdx-12];\n"
+" u1 = localHistogram[hIdx-8];\n"
+" u2 = localHistogram[hIdx-4];\n"
+" AtomAdd( localHistogram[hIdx], u0 + u1 + u2 );\n"
+" GROUP_MEM_FENCE;\n"
+" }\n"
+"#else\n"
+" if( lIdx < NUM_BUCKET )\n"
+" {\n"
+" localHistogram[hIdx] = localHistogram[hIdx-1];\n"
+" GROUP_MEM_FENCE;\n"
+" localHistogram[hIdx] += localHistogram[hIdx-1];\n"
+" GROUP_MEM_FENCE;\n"
+" localHistogram[hIdx] += localHistogram[hIdx-2];\n"
+" GROUP_MEM_FENCE;\n"
+" localHistogram[hIdx] += localHistogram[hIdx-4];\n"
+" GROUP_MEM_FENCE;\n"
+" localHistogram[hIdx] += localHistogram[hIdx-8];\n"
+" GROUP_MEM_FENCE;\n"
+" }\n"
+"#endif\n"
+" GROUP_LDS_BARRIER;\n"
+" }\n"
+" {\n"
+" for(int ie=0; ie<ELEMENTS_PER_WORK_ITEM; ie++)\n"
+" {\n"
+" int dataIdx = ELEMENTS_PER_WORK_ITEM*lIdx+ie;\n"
+" int binIdx = keys[ie];\n"
+" int groupOffset = localHistogramToCarry[binIdx];\n"
+" int myIdx = dataIdx - localHistogram[NUM_BUCKET+binIdx];\n"
+"#if defined(CHECK_BOUNDARY)\n"
+" if( addr+ie < n )\n"
+"#endif\n"
+" gDst[ groupOffset + myIdx ] = sortData[ie];\n"
+" }\n"
+" }\n"
+" GROUP_LDS_BARRIER;\n"
+" if( lIdx < NUM_BUCKET )\n"
+" {\n"
+" localHistogramToCarry[lIdx] += myHistogram;\n"
+" }\n"
+" GROUP_LDS_BARRIER;\n"
+" }\n"
+"}\n"
+"// 2 scan, 2 exchange\n"
+"void sort4Bits1KeyValue(u32 sortData[4], int sortVal[4], int startBit, int lIdx, __local u32* ldsSortData, __local int *ldsSortVal)\n"
+"{\n"
+" for(uint ibit=0; ibit<BITS_PER_PASS; ibit+=2)\n"
+" {\n"
+" uint4 b = make_uint4((sortData[0]>>(startBit+ibit)) & 0x3, \n"
+" (sortData[1]>>(startBit+ibit)) & 0x3, \n"
+" (sortData[2]>>(startBit+ibit)) & 0x3, \n"
+" (sortData[3]>>(startBit+ibit)) & 0x3);\n"
+" u32 key4;\n"
+" u32 sKeyPacked[4] = { 0, 0, 0, 0 };\n"
+" {\n"
+" sKeyPacked[0] |= 1<<(8*b.x);\n"
+" sKeyPacked[1] |= 1<<(8*b.y);\n"
+" sKeyPacked[2] |= 1<<(8*b.z);\n"
+" sKeyPacked[3] |= 1<<(8*b.w);\n"
+" key4 = sKeyPacked[0] + sKeyPacked[1] + sKeyPacked[2] + sKeyPacked[3];\n"
+" }\n"
+" u32 rankPacked;\n"
+" u32 sumPacked;\n"
+" {\n"
+" rankPacked = localPrefixSum( key4, lIdx, &sumPacked, ldsSortData, WG_SIZE );\n"
+" }\n"
+" GROUP_LDS_BARRIER;\n"
+" u32 newOffset[4] = { 0,0,0,0 };\n"
+" {\n"
+" u32 sumScanned = bit8Scan( sumPacked );\n"
+" u32 scannedKeys[4];\n"
+" scannedKeys[0] = 1<<(8*b.x);\n"
+" scannedKeys[1] = 1<<(8*b.y);\n"
+" scannedKeys[2] = 1<<(8*b.z);\n"
+" scannedKeys[3] = 1<<(8*b.w);\n"
+" { // 4 scans at once\n"
+" u32 sum4 = 0;\n"
+" for(int ie=0; ie<4; ie++)\n"
+" {\n"
+" u32 tmp = scannedKeys[ie];\n"
+" scannedKeys[ie] = sum4;\n"
+" sum4 += tmp;\n"
+" }\n"
+" }\n"
+" {\n"
+" u32 sumPlusRank = sumScanned + rankPacked;\n"
+" { u32 ie = b.x;\n"
+" scannedKeys[0] += sumPlusRank;\n"
+" newOffset[0] = unpack4Key( scannedKeys[0], ie );\n"
+" }\n"
+" { u32 ie = b.y;\n"
+" scannedKeys[1] += sumPlusRank;\n"
+" newOffset[1] = unpack4Key( scannedKeys[1], ie );\n"
+" }\n"
+" { u32 ie = b.z;\n"
+" scannedKeys[2] += sumPlusRank;\n"
+" newOffset[2] = unpack4Key( scannedKeys[2], ie );\n"
+" }\n"
+" { u32 ie = b.w;\n"
+" scannedKeys[3] += sumPlusRank;\n"
+" newOffset[3] = unpack4Key( scannedKeys[3], ie );\n"
+" }\n"
+" }\n"
+" }\n"
+" GROUP_LDS_BARRIER;\n"
+" {\n"
+" ldsSortData[newOffset[0]] = sortData[0];\n"
+" ldsSortData[newOffset[1]] = sortData[1];\n"
+" ldsSortData[newOffset[2]] = sortData[2];\n"
+" ldsSortData[newOffset[3]] = sortData[3];\n"
+" ldsSortVal[newOffset[0]] = sortVal[0];\n"
+" ldsSortVal[newOffset[1]] = sortVal[1];\n"
+" ldsSortVal[newOffset[2]] = sortVal[2];\n"
+" ldsSortVal[newOffset[3]] = sortVal[3];\n"
+" GROUP_LDS_BARRIER;\n"
+" u32 dstAddr = 4*lIdx;\n"
+" sortData[0] = ldsSortData[dstAddr+0];\n"
+" sortData[1] = ldsSortData[dstAddr+1];\n"
+" sortData[2] = ldsSortData[dstAddr+2];\n"
+" sortData[3] = ldsSortData[dstAddr+3];\n"
+" sortVal[0] = ldsSortVal[dstAddr+0];\n"
+" sortVal[1] = ldsSortVal[dstAddr+1];\n"
+" sortVal[2] = ldsSortVal[dstAddr+2];\n"
+" sortVal[3] = ldsSortVal[dstAddr+3];\n"
+" GROUP_LDS_BARRIER;\n"
+" }\n"
+" }\n"
+"}\n"
+"__kernel\n"
+"__attribute__((reqd_work_group_size(WG_SIZE,1,1)))\n"
+"void SortAndScatterSortDataKernel( __global const SortDataCL* restrict gSrc, __global const u32* rHistogram, __global SortDataCL* restrict gDst, int4 cb)\n"
+"{\n"
+" __local int ldsSortData[WG_SIZE*ELEMENTS_PER_WORK_ITEM+16];\n"
+" __local int ldsSortVal[WG_SIZE*ELEMENTS_PER_WORK_ITEM+16];\n"
+" __local u32 localHistogramToCarry[NUM_BUCKET];\n"
+" __local u32 localHistogram[NUM_BUCKET*2];\n"
+" u32 gIdx = GET_GLOBAL_IDX;\n"
+" u32 lIdx = GET_LOCAL_IDX;\n"
+" u32 wgIdx = GET_GROUP_IDX;\n"
+" u32 wgSize = GET_GROUP_SIZE;\n"
+" const int n = cb.m_n;\n"
+" const int nWGs = cb.m_nWGs;\n"
+" const int startBit = cb.m_startBit;\n"
+" const int nBlocksPerWG = cb.m_nBlocksPerWG;\n"
+" if( lIdx < (NUM_BUCKET) )\n"
+" {\n"
+" localHistogramToCarry[lIdx] = rHistogram[lIdx*nWGs + wgIdx];\n"
+" }\n"
+" GROUP_LDS_BARRIER;\n"
+" \n"
+" const int blockSize = ELEMENTS_PER_WORK_ITEM*WG_SIZE;\n"
+" int nBlocks = n/blockSize - nBlocksPerWG*wgIdx;\n"
+" int addr = blockSize*nBlocksPerWG*wgIdx + ELEMENTS_PER_WORK_ITEM*lIdx;\n"
+" for(int iblock=0; iblock<min(nBlocksPerWG, nBlocks); iblock++, addr+=blockSize)\n"
+" {\n"
+" u32 myHistogram = 0;\n"
+" int sortData[ELEMENTS_PER_WORK_ITEM];\n"
+" int sortVal[ELEMENTS_PER_WORK_ITEM];\n"
+" for(int i=0; i<ELEMENTS_PER_WORK_ITEM; i++)\n"
+"#if defined(CHECK_BOUNDARY)\n"
+" {\n"
+" sortData[i] = ( addr+i < n )? gSrc[ addr+i ].m_key : 0xffffffff;\n"
+" sortVal[i] = ( addr+i < n )? gSrc[ addr+i ].m_value : 0xffffffff;\n"
+" }\n"
+"#else\n"
+" {\n"
+" sortData[i] = gSrc[ addr+i ].m_key;\n"
+" sortVal[i] = gSrc[ addr+i ].m_value;\n"
+" }\n"
+"#endif\n"
+" sort4Bits1KeyValue(sortData, sortVal, startBit, lIdx, ldsSortData, ldsSortVal);\n"
+" u32 keys[ELEMENTS_PER_WORK_ITEM];\n"
+" for(int i=0; i<ELEMENTS_PER_WORK_ITEM; i++)\n"
+" keys[i] = (sortData[i]>>startBit) & 0xf;\n"
+" { // create histogram\n"
+" u32 setIdx = lIdx/16;\n"
+" if( lIdx < NUM_BUCKET )\n"
+" {\n"
+" localHistogram[lIdx] = 0;\n"
+" }\n"
+" ldsSortData[lIdx] = 0;\n"
+" GROUP_LDS_BARRIER;\n"
+" for(int i=0; i<ELEMENTS_PER_WORK_ITEM; i++)\n"
+"#if defined(CHECK_BOUNDARY)\n"
+" if( addr+i < n )\n"
+"#endif\n"
+"#if defined(NV_GPU)\n"
+" SET_HISTOGRAM( setIdx, keys[i] )++;\n"
+"#else\n"
+" AtomInc( SET_HISTOGRAM( setIdx, keys[i] ) );\n"
+"#endif\n"
+" \n"
+" GROUP_LDS_BARRIER;\n"
+" \n"
+" uint hIdx = NUM_BUCKET+lIdx;\n"
+" if( lIdx < NUM_BUCKET )\n"
+" {\n"
+" u32 sum = 0;\n"
+" for(int i=0; i<WG_SIZE/16; i++)\n"
+" {\n"
+" sum += SET_HISTOGRAM( i, lIdx );\n"
+" }\n"
+" myHistogram = sum;\n"
+" localHistogram[hIdx] = sum;\n"
+" }\n"
+" GROUP_LDS_BARRIER;\n"
+"#if defined(USE_2LEVEL_REDUCE)\n"
+" if( lIdx < NUM_BUCKET )\n"
+" {\n"
+" localHistogram[hIdx] = localHistogram[hIdx-1];\n"
+" GROUP_MEM_FENCE;\n"
+" u32 u0, u1, u2;\n"
+" u0 = localHistogram[hIdx-3];\n"
+" u1 = localHistogram[hIdx-2];\n"
+" u2 = localHistogram[hIdx-1];\n"
+" AtomAdd( localHistogram[hIdx], u0 + u1 + u2 );\n"
+" GROUP_MEM_FENCE;\n"
+" u0 = localHistogram[hIdx-12];\n"
+" u1 = localHistogram[hIdx-8];\n"
+" u2 = localHistogram[hIdx-4];\n"
+" AtomAdd( localHistogram[hIdx], u0 + u1 + u2 );\n"
+" GROUP_MEM_FENCE;\n"
+" }\n"
+"#else\n"
+" if( lIdx < NUM_BUCKET )\n"
+" {\n"
+" localHistogram[hIdx] = localHistogram[hIdx-1];\n"
+" GROUP_MEM_FENCE;\n"
+" localHistogram[hIdx] += localHistogram[hIdx-1];\n"
+" GROUP_MEM_FENCE;\n"
+" localHistogram[hIdx] += localHistogram[hIdx-2];\n"
+" GROUP_MEM_FENCE;\n"
+" localHistogram[hIdx] += localHistogram[hIdx-4];\n"
+" GROUP_MEM_FENCE;\n"
+" localHistogram[hIdx] += localHistogram[hIdx-8];\n"
+" GROUP_MEM_FENCE;\n"
+" }\n"
+"#endif\n"
+" GROUP_LDS_BARRIER;\n"
+" }\n"
+" {\n"
+" for(int ie=0; ie<ELEMENTS_PER_WORK_ITEM; ie++)\n"
+" {\n"
+" int dataIdx = ELEMENTS_PER_WORK_ITEM*lIdx+ie;\n"
+" int binIdx = keys[ie];\n"
+" int groupOffset = localHistogramToCarry[binIdx];\n"
+" int myIdx = dataIdx - localHistogram[NUM_BUCKET+binIdx];\n"
+"#if defined(CHECK_BOUNDARY)\n"
+" if( addr+ie < n )\n"
+" {\n"
+" if ((groupOffset + myIdx)<n)\n"
+" {\n"
+" if (sortData[ie]==sortVal[ie])\n"
+" {\n"
+" \n"
+" SortDataCL tmp;\n"
+" tmp.m_key = sortData[ie];\n"
+" tmp.m_value = sortVal[ie];\n"
+" if (tmp.m_key == tmp.m_value)\n"
+" gDst[groupOffset + myIdx ] = tmp;\n"
+" }\n"
+" \n"
+" }\n"
+" }\n"
+"#else\n"
+" if ((groupOffset + myIdx)<n)\n"
+" {\n"
+" gDst[ groupOffset + myIdx ].m_key = sortData[ie];\n"
+" gDst[ groupOffset + myIdx ].m_value = sortVal[ie];\n"
+" }\n"
+"#endif\n"
+" }\n"
+" }\n"
+" GROUP_LDS_BARRIER;\n"
+" if( lIdx < NUM_BUCKET )\n"
+" {\n"
+" localHistogramToCarry[lIdx] += myHistogram;\n"
+" }\n"
+" GROUP_LDS_BARRIER;\n"
+" }\n"
+"}\n"
+"__kernel\n"
+"__attribute__((reqd_work_group_size(WG_SIZE,1,1)))\n"
+"void SortAndScatterSortDataKernelSerial( __global const SortDataCL* restrict gSrc, __global const u32* rHistogram, __global SortDataCL* restrict gDst, int4 cb)\n"
+"{\n"
+" \n"
+" u32 gIdx = GET_GLOBAL_IDX;\n"
+" u32 realLocalIdx = GET_LOCAL_IDX;\n"
+" u32 wgIdx = GET_GROUP_IDX;\n"
+" u32 wgSize = GET_GROUP_SIZE;\n"
+" const int startBit = cb.m_startBit;\n"
+" const int n = cb.m_n;\n"
+" const int nWGs = cb.m_nWGs;\n"
+" const int nBlocksPerWG = cb.m_nBlocksPerWG;\n"
+" int counter[NUM_BUCKET];\n"
+" \n"
+" if (realLocalIdx>0)\n"
+" return;\n"
+" \n"
+" for (int c=0;c<NUM_BUCKET;c++)\n"
+" counter[c]=0;\n"
+" const int blockSize = ELEMENTS_PER_WORK_ITEM*WG_SIZE;\n"
+" \n"
+" int nBlocks = (n)/blockSize - nBlocksPerWG*wgIdx;\n"
+" for(int iblock=0; iblock<min(nBlocksPerWG, nBlocks); iblock++)\n"
+" {\n"
+" for (int lIdx=0;lIdx<WG_SIZE;lIdx++)\n"
+" {\n"
+" int addr2 = iblock*blockSize + blockSize*nBlocksPerWG*wgIdx + ELEMENTS_PER_WORK_ITEM*lIdx;\n"
+" \n"
+" for(int j=0; j<ELEMENTS_PER_WORK_ITEM; j++)\n"
+" {\n"
+" int i = addr2+j;\n"
+" if( i < n )\n"
+" {\n"
+" int tableIdx;\n"
+" tableIdx = (gSrc[i].m_key>>startBit) & 0xf;//0xf = NUM_TABLES-1\n"
+" gDst[rHistogram[tableIdx*nWGs+wgIdx] + counter[tableIdx]] = gSrc[i];\n"
+" counter[tableIdx] ++;\n"
+" }\n"
+" }\n"
+" }\n"
+" }\n"
+" \n"
+"}\n"
+"__kernel\n"
+"__attribute__((reqd_work_group_size(WG_SIZE,1,1)))\n"
+"void SortAndScatterKernelSerial( __global const u32* restrict gSrc, __global const u32* rHistogram, __global u32* restrict gDst, int4 cb )\n"
+"{\n"
+" \n"
+" u32 gIdx = GET_GLOBAL_IDX;\n"
+" u32 realLocalIdx = GET_LOCAL_IDX;\n"
+" u32 wgIdx = GET_GROUP_IDX;\n"
+" u32 wgSize = GET_GROUP_SIZE;\n"
+" const int startBit = cb.m_startBit;\n"
+" const int n = cb.m_n;\n"
+" const int nWGs = cb.m_nWGs;\n"
+" const int nBlocksPerWG = cb.m_nBlocksPerWG;\n"
+" int counter[NUM_BUCKET];\n"
+" \n"
+" if (realLocalIdx>0)\n"
+" return;\n"
+" \n"
+" for (int c=0;c<NUM_BUCKET;c++)\n"
+" counter[c]=0;\n"
+" const int blockSize = ELEMENTS_PER_WORK_ITEM*WG_SIZE;\n"
+" \n"
+" int nBlocks = (n)/blockSize - nBlocksPerWG*wgIdx;\n"
+" for(int iblock=0; iblock<min(nBlocksPerWG, nBlocks); iblock++)\n"
+" {\n"
+" for (int lIdx=0;lIdx<WG_SIZE;lIdx++)\n"
+" {\n"
+" int addr2 = iblock*blockSize + blockSize*nBlocksPerWG*wgIdx + ELEMENTS_PER_WORK_ITEM*lIdx;\n"
+" \n"
+" for(int j=0; j<ELEMENTS_PER_WORK_ITEM; j++)\n"
+" {\n"
+" int i = addr2+j;\n"
+" if( i < n )\n"
+" {\n"
+" int tableIdx;\n"
+" tableIdx = (gSrc[i]>>startBit) & 0xf;//0xf = NUM_TABLES-1\n"
+" gDst[rHistogram[tableIdx*nWGs+wgIdx] + counter[tableIdx]] = gSrc[i];\n"
+" counter[tableIdx] ++;\n"
+" }\n"
+" }\n"
+" }\n"
+" }\n"
+" \n"
+"}\n"
+;