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INLINE_LOOPS for windows 

Signed-off-by: raver119 <raver119@gmail.com>
master
raver119 2019-11-12 15:12:31 +03:00
parent 1d96bb9e6e
commit f05c6ee139
13 changed files with 71 additions and 15 deletions
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4
libnd4j/CMakeLists.txt
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@ -22,8 +22,8 @@ if (APPLE)
elseif(WIN32)
set(X86_BUILD true)
if (NOT CUDA_BLAS)
set(CMAKE_CXX_FLAGS_RELEASE "-O3 -fPIC -std=c++11 -fmax-errors=2 -D_RELEASE=true")
set(CMAKE_CXX_FLAGS_DEBUG " -g -fPIC -std=c++11 -fmax-errors=2")
set(CMAKE_CXX_FLAGS_RELEASE "-O3 -fPIC -std=c++11 -fmax-errors=2 -DINLINE_LOOPS -D_RELEASE=true")
set(CMAKE_CXX_FLAGS_DEBUG " -g -fPIC -std=c++11 -DINLINE_LOOPS -fmax-errors=2")
else()
set(CMAKE_CXX_FLAGS_RELEASE "-D_RELEASE=true /wd4804")
set(CMAKE_CXX_FLAGS_DEBUG " /FS /EHsc /wd4661 /wd4804 /wd4267 /wd4244 /wd4251 /wd4305")

12
libnd4j/include/helpers/cpu/loops/Reduction3Loops_0.cpp
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@ -29,23 +29,31 @@ namespace nd4j {
template<typename X, typename Z>
template <typename OpType>
void Reduction3Loops<X,Z>::innerloopReduce3(X* x, Nd4jLong* xShapeInfo, X* y, Nd4jLong* yShapeInfo, Z* z, Nd4jLong* zShapeInfo, int* dims, int dimsLen, Z* extraParams) {
Reduction3Loops<X,Z>::template loopReduce3<OpType>(x, xShapeInfo, y, yShapeInfo, z, zShapeInfo, dims, dimsLen, extraParams);
#ifndef INLINE_LOOPS
Reduction3Loops<X,Z>::template loopReduce3<OpType>(x, xShapeInfo, y, yShapeInfo, z, zShapeInfo, dims, dimsLen, extraParams);
#endif
}
template<typename X, typename Z>
template <typename OpType>
void Reduction3Loops<X,Z>::innerloopReduce3All(X* x, Nd4jLong* xShapeInfo, X* y, Nd4jLong* yShapeInfo, Z* z, Nd4jLong* zShapeInfo, Nd4jLong* xTadShapeInfo, Nd4jLong* xTadOffsets, Nd4jLong* yTadShapeInfo, Nd4jLong* yTadOffsets, Z* extraParams) {
Reduction3Loops<X,Z>::template loopReduce3All<OpType>(x, xShapeInfo, y, yShapeInfo, z, zShapeInfo, xTadShapeInfo, xTadOffsets, yTadShapeInfo, yTadOffsets, extraParams);
#ifndef INLINE_LOOPS
Reduction3Loops<X,Z>::template loopReduce3All<OpType>(x, xShapeInfo, y, yShapeInfo, z, zShapeInfo, xTadShapeInfo, xTadOffsets, yTadShapeInfo, yTadOffsets, extraParams);
#endif
}
template<typename X, typename Y>
void Reduction3Loops<X, Y>::wrapper(const int opNum, X *x, Nd4jLong *xShapeInfo, X *y, Nd4jLong *yShapeInfo, Y *z, Nd4jLong *zShapeInfo, int* dims, int dimsLen, Y *extraParams) {
#ifndef INLINE_LOOPS
DISPATCH_BY_OPNUM_TT(innerloopReduce3, PARAMS(x, xShapeInfo, y, yShapeInfo, z, zShapeInfo, dims, dimsLen, extraParams), REDUCE3_OPS);
#endif
}
template<typename X, typename Y>
void Reduction3Loops<X, Y>::wrapperAll(const int opNum, X *x, Nd4jLong *xShapeInfo, X *y, Nd4jLong *yShapeInfo, Y *z, Nd4jLong *zShapeInfo, Nd4jLong* xTadShapeInfo, Nd4jLong* xTadOffsets, Nd4jLong* yTadShapeInfo, Nd4jLong* yTadOffsets, Y* extraParams) {
#ifndef INLINE_LOOPS
DISPATCH_BY_OPNUM_TT(innerloopReduce3All, PARAMS(x, xShapeInfo, y, yShapeInfo, z, zShapeInfo, xTadShapeInfo, xTadOffsets, yTadShapeInfo, yTadOffsets, extraParams), REDUCE3_OPS);
#endif
}
BUILD_DOUBLE_TEMPLATE(template class ND4J_EXPORT Reduction3Loops, , LIBND4J_TYPES, FLOAT_TYPES_0);

12
libnd4j/include/helpers/cpu/loops/Reduction3Loops_1.cpp
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@ -29,23 +29,31 @@ namespace nd4j {
template<typename X, typename Z>
template <typename OpType>
void Reduction3Loops<X,Z>::innerloopReduce3(X* x, Nd4jLong* xShapeInfo, X* y, Nd4jLong* yShapeInfo, Z* z, Nd4jLong* zShapeInfo, int* dims, int dimsLen, Z* extraParams) {
Reduction3Loops<X,Z>::template loopReduce3<OpType>(x, xShapeInfo, y, yShapeInfo, z, zShapeInfo, dims, dimsLen, extraParams);
#ifndef INLINE_LOOPS
Reduction3Loops<X,Z>::template loopReduce3<OpType>(x, xShapeInfo, y, yShapeInfo, z, zShapeInfo, dims, dimsLen, extraParams);
#endif
}
template<typename X, typename Z>
template <typename OpType>
void Reduction3Loops<X,Z>::innerloopReduce3All(X* x, Nd4jLong* xShapeInfo, X* y, Nd4jLong* yShapeInfo, Z* z, Nd4jLong* zShapeInfo, Nd4jLong* xTadShapeInfo, Nd4jLong* xTadOffsets, Nd4jLong* yTadShapeInfo, Nd4jLong* yTadOffsets, Z* extraParams) {
Reduction3Loops<X,Z>::template loopReduce3All<OpType>(x, xShapeInfo, y, yShapeInfo, z, zShapeInfo, xTadShapeInfo, xTadOffsets, yTadShapeInfo, yTadOffsets, extraParams);
#ifndef INLINE_LOOPS
Reduction3Loops<X,Z>::template loopReduce3All<OpType>(x, xShapeInfo, y, yShapeInfo, z, zShapeInfo, xTadShapeInfo, xTadOffsets, yTadShapeInfo, yTadOffsets, extraParams);
#endif
}
template<typename X, typename Y>
void Reduction3Loops<X, Y>::wrapper(const int opNum, X *x, Nd4jLong *xShapeInfo, X *y, Nd4jLong *yShapeInfo, Y *z, Nd4jLong *zShapeInfo, int* dims, int dimsLen, Y *extraParams) {
#ifndef INLINE_LOOPS
DISPATCH_BY_OPNUM_TT(innerloopReduce3, PARAMS(x, xShapeInfo, y, yShapeInfo, z, zShapeInfo, dims, dimsLen, extraParams), REDUCE3_OPS);
#endif
}
template<typename X, typename Y>
void Reduction3Loops<X, Y>::wrapperAll(const int opNum, X *x, Nd4jLong *xShapeInfo, X *y, Nd4jLong *yShapeInfo, Y *z, Nd4jLong *zShapeInfo, Nd4jLong* xTadShapeInfo, Nd4jLong* xTadOffsets, Nd4jLong* yTadShapeInfo, Nd4jLong* yTadOffsets, Y* extraParams) {
#ifndef INLINE_LOOPS
DISPATCH_BY_OPNUM_TT(innerloopReduce3All, PARAMS(x, xShapeInfo, y, yShapeInfo, z, zShapeInfo, xTadShapeInfo, xTadOffsets, yTadShapeInfo, yTadOffsets, extraParams), REDUCE3_OPS);
#endif
}
BUILD_DOUBLE_TEMPLATE(template class ND4J_EXPORT Reduction3Loops, , LIBND4J_TYPES, FLOAT_TYPES_1);

12
libnd4j/include/helpers/cpu/loops/Reduction3Loops_2.cpp
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@ -29,23 +29,31 @@ namespace nd4j {
template<typename X, typename Z>
template <typename OpType>
void Reduction3Loops<X,Z>::innerloopReduce3(X* x, Nd4jLong* xShapeInfo, X* y, Nd4jLong* yShapeInfo, Z* z, Nd4jLong* zShapeInfo, int* dims, int dimsLen, Z* extraParams) {
Reduction3Loops<X,Z>::template loopReduce3<OpType>(x, xShapeInfo, y, yShapeInfo, z, zShapeInfo, dims, dimsLen, extraParams);
#ifndef INLINE_LOOPS
Reduction3Loops<X,Z>::template loopReduce3<OpType>(x, xShapeInfo, y, yShapeInfo, z, zShapeInfo, dims, dimsLen, extraParams);
#endif
}
template<typename X, typename Z>
template <typename OpType>
void Reduction3Loops<X,Z>::innerloopReduce3All(X* x, Nd4jLong* xShapeInfo, X* y, Nd4jLong* yShapeInfo, Z* z, Nd4jLong* zShapeInfo, Nd4jLong* xTadShapeInfo, Nd4jLong* xTadOffsets, Nd4jLong* yTadShapeInfo, Nd4jLong* yTadOffsets, Z* extraParams) {
Reduction3Loops<X,Z>::template loopReduce3All<OpType>(x, xShapeInfo, y, yShapeInfo, z, zShapeInfo, xTadShapeInfo, xTadOffsets, yTadShapeInfo, yTadOffsets, extraParams);
#ifndef INLINE_LOOPS
Reduction3Loops<X,Z>::template loopReduce3All<OpType>(x, xShapeInfo, y, yShapeInfo, z, zShapeInfo, xTadShapeInfo, xTadOffsets, yTadShapeInfo, yTadOffsets, extraParams);
#endif
}
template<typename X, typename Y>
void Reduction3Loops<X, Y>::wrapper(const int opNum, X *x, Nd4jLong *xShapeInfo, X *y, Nd4jLong *yShapeInfo, Y *z, Nd4jLong *zShapeInfo, int* dims, int dimsLen, Y *extraParams) {
#ifndef INLINE_LOOPS
DISPATCH_BY_OPNUM_TT(innerloopReduce3, PARAMS(x, xShapeInfo, y, yShapeInfo, z, zShapeInfo, dims, dimsLen, extraParams), REDUCE3_OPS);
#endif
}
template<typename X, typename Y>
void Reduction3Loops<X, Y>::wrapperAll(const int opNum, X *x, Nd4jLong *xShapeInfo, X *y, Nd4jLong *yShapeInfo, Y *z, Nd4jLong *zShapeInfo, Nd4jLong* xTadShapeInfo, Nd4jLong* xTadOffsets, Nd4jLong* yTadShapeInfo, Nd4jLong* yTadOffsets, Y* extraParams) {
#ifndef INLINE_LOOPS
DISPATCH_BY_OPNUM_TT(innerloopReduce3All, PARAMS(x, xShapeInfo, y, yShapeInfo, z, zShapeInfo, xTadShapeInfo, xTadOffsets, yTadShapeInfo, yTadOffsets, extraParams), REDUCE3_OPS);
#endif
}
BUILD_DOUBLE_TEMPLATE(template class ND4J_EXPORT Reduction3Loops, , LIBND4J_TYPES, FLOAT_TYPES_2);

12
libnd4j/include/helpers/cpu/loops/Reduction3Loops_3.cpp
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@ -29,23 +29,31 @@ namespace nd4j {
template<typename X, typename Z>
template <typename OpType>
void Reduction3Loops<X,Z>::innerloopReduce3(X* x, Nd4jLong* xShapeInfo, X* y, Nd4jLong* yShapeInfo, Z* z, Nd4jLong* zShapeInfo, int* dims, int dimsLen, Z* extraParams) {
Reduction3Loops<X,Z>::template loopReduce3<OpType>(x, xShapeInfo, y, yShapeInfo, z, zShapeInfo, dims, dimsLen, extraParams);
#ifndef INLINE_LOOPS
Reduction3Loops<X,Z>::template loopReduce3<OpType>(x, xShapeInfo, y, yShapeInfo, z, zShapeInfo, dims, dimsLen, extraParams);
#endif
}
template<typename X, typename Z>
template <typename OpType>
void Reduction3Loops<X,Z>::innerloopReduce3All(X* x, Nd4jLong* xShapeInfo, X* y, Nd4jLong* yShapeInfo, Z* z, Nd4jLong* zShapeInfo, Nd4jLong* xTadShapeInfo, Nd4jLong* xTadOffsets, Nd4jLong* yTadShapeInfo, Nd4jLong* yTadOffsets, Z* extraParams) {
Reduction3Loops<X,Z>::template loopReduce3All<OpType>(x, xShapeInfo, y, yShapeInfo, z, zShapeInfo, xTadShapeInfo, xTadOffsets, yTadShapeInfo, yTadOffsets, extraParams);
#ifndef INLINE_LOOPS
Reduction3Loops<X,Z>::template loopReduce3All<OpType>(x, xShapeInfo, y, yShapeInfo, z, zShapeInfo, xTadShapeInfo, xTadOffsets, yTadShapeInfo, yTadOffsets, extraParams);
#endif
}
template<typename X, typename Y>
void Reduction3Loops<X, Y>::wrapper(const int opNum, X *x, Nd4jLong *xShapeInfo, X *y, Nd4jLong *yShapeInfo, Y *z, Nd4jLong *zShapeInfo, int* dims, int dimsLen, Y *extraParams) {
#ifndef INLINE_LOOPS
DISPATCH_BY_OPNUM_TT(innerloopReduce3, PARAMS(x, xShapeInfo, y, yShapeInfo, z, zShapeInfo, dims, dimsLen, extraParams), REDUCE3_OPS);
#endif
}
template<typename X, typename Y>
void Reduction3Loops<X, Y>::wrapperAll(const int opNum, X *x, Nd4jLong *xShapeInfo, X *y, Nd4jLong *yShapeInfo, Y *z, Nd4jLong *zShapeInfo, Nd4jLong* xTadShapeInfo, Nd4jLong* xTadOffsets, Nd4jLong* yTadShapeInfo, Nd4jLong* yTadOffsets, Y* extraParams) {
#ifndef INLINE_LOOPS
DISPATCH_BY_OPNUM_TT(innerloopReduce3All, PARAMS(x, xShapeInfo, y, yShapeInfo, z, zShapeInfo, xTadShapeInfo, xTadOffsets, yTadShapeInfo, yTadOffsets, extraParams), REDUCE3_OPS);
#endif
}
BUILD_DOUBLE_TEMPLATE(template class ND4J_EXPORT Reduction3Loops, , LIBND4J_TYPES, FLOAT_TYPES_3);

1
libnd4j/include/helpers/cpu/loops/ReductionLoops.hpp
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@ -19,3 +19,4 @@
//
#include <helpers/Loops.h>
#include <op_boilerplate.h>

4
libnd4j/include/helpers/cpu/loops/ReductionLoops_bool.cpp
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@ -27,7 +27,9 @@ namespace nd4j {
template<typename X, typename Z>
template <typename OpType>
void ReductionBoolLoops<X, Z>::innerloopReduce(X* x, Nd4jLong* xShapeInfo, Z* z, Nd4jLong* zShapeInfo, Nd4jLong* tadShapeInfo, Nd4jLong* tadOffsets, X* extraParams) {
#ifndef INLINE_LOOPS
ReductionLoops<X,Z,X>::template loopReduce<OpType>(x, xShapeInfo, z, zShapeInfo, tadShapeInfo, tadOffsets, extraParams);
#endif
}
template<typename X, typename Y>
@ -35,7 +37,9 @@ namespace nd4j {
Nd4jLong *zShapeInfo, Nd4jLong *tadShapeInfo,
Nd4jLong *tadOffsets,
X *extraParams) {
#ifndef INLINE_LOOPS
DISPATCH_BY_OPNUM_TT(innerloopReduce, PARAMS(x, xShapeInfo, z, zShapeInfo, tadShapeInfo, tadOffsets, extraParams), REDUCE_BOOL_OPS);
#endif
}
BUILD_DOUBLE_TEMPLATE(template class ND4J_EXPORT ReductionBoolLoops, , LIBND4J_TYPES, BOOL_TYPES);

5
libnd4j/include/helpers/cpu/loops/ReductionLoops_float_0.cpp
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@ -29,15 +29,18 @@ namespace nd4j {
template<typename X, typename Z>
template <typename OpType>
void ReductionFloatLoops<X, Z>::innerloopReduce(X * x, Nd4jLong* xShapeInfo, Z* z, Nd4jLong* zShapeInfo, Nd4jLong* tadShapeInfo, Nd4jLong* tadOffsets, Z* extraParams) {
#ifndef INLINE_LOOPS
ReductionLoops<X,Z,Z>::template loopReduce<OpType>(x, xShapeInfo, z, zShapeInfo, tadShapeInfo, tadOffsets, extraParams);
#endif
}
template<typename X, typename Y>
void ReductionFloatLoops<X, Y>::wrapper(const int opNum, X *x, Nd4jLong *xShapeInfo, Y *z,
Nd4jLong *zShapeInfo, Nd4jLong *tadShapeInfo,
Nd4jLong *tadOffsets, Y *extraParams) {
#ifndef INLINE_LOOPS
DISPATCH_BY_OPNUM_TT(innerloopReduce, PARAMS(x, xShapeInfo, z, zShapeInfo, tadShapeInfo, tadOffsets, extraParams ), REDUCE_FLOAT_OPS);
#endif
}
BUILD_DOUBLE_TEMPLATE(template class ND4J_EXPORT ReductionFloatLoops, , LIBND4J_TYPES, FLOAT_TYPES_0);

5
libnd4j/include/helpers/cpu/loops/ReductionLoops_float_1.cpp
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@ -29,15 +29,18 @@ namespace nd4j {
template<typename X, typename Z>
template <typename OpType>
void ReductionFloatLoops<X, Z>::innerloopReduce(X * x, Nd4jLong* xShapeInfo, Z* z, Nd4jLong* zShapeInfo, Nd4jLong* tadShapeInfo, Nd4jLong* tadOffsets, Z* extraParams) {
#ifndef INLINE_LOOPS
ReductionLoops<X,Z,Z>::template loopReduce<OpType>(x, xShapeInfo, z, zShapeInfo, tadShapeInfo, tadOffsets, extraParams);
#endif
}
template<typename X, typename Y>
void ReductionFloatLoops<X, Y>::wrapper(const int opNum, X *x, Nd4jLong *xShapeInfo, Y *z,
Nd4jLong *zShapeInfo, Nd4jLong *tadShapeInfo,
Nd4jLong *tadOffsets, Y *extraParams) {
#ifndef INLINE_LOOPS
DISPATCH_BY_OPNUM_TT(innerloopReduce, PARAMS(x, xShapeInfo, z, zShapeInfo, tadShapeInfo, tadOffsets, extraParams ), REDUCE_FLOAT_OPS);
#endif
}
BUILD_DOUBLE_TEMPLATE(template class ND4J_EXPORT ReductionFloatLoops, , LIBND4J_TYPES, FLOAT_TYPES_1);

5
libnd4j/include/helpers/cpu/loops/ReductionLoops_float_2.cpp
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@ -29,15 +29,18 @@ namespace nd4j {
template<typename X, typename Z>
template <typename OpType>
void ReductionFloatLoops<X, Z>::innerloopReduce(X * x, Nd4jLong* xShapeInfo, Z* z, Nd4jLong* zShapeInfo, Nd4jLong* tadShapeInfo, Nd4jLong* tadOffsets, Z* extraParams) {
#ifndef INLINE_LOOPS
ReductionLoops<X,Z,Z>::template loopReduce<OpType>(x, xShapeInfo, z, zShapeInfo, tadShapeInfo, tadOffsets, extraParams);
#endif
}
template<typename X, typename Y>
void ReductionFloatLoops<X, Y>::wrapper(const int opNum, X *x, Nd4jLong *xShapeInfo, Y *z,
Nd4jLong *zShapeInfo, Nd4jLong *tadShapeInfo,
Nd4jLong *tadOffsets, Y *extraParams) {
#ifndef INLINE_LOOPS
DISPATCH_BY_OPNUM_TT(innerloopReduce, PARAMS(x, xShapeInfo, z, zShapeInfo, tadShapeInfo, tadOffsets, extraParams ), REDUCE_FLOAT_OPS);
#endif
}
BUILD_DOUBLE_TEMPLATE(template class ND4J_EXPORT ReductionFloatLoops, , LIBND4J_TYPES, FLOAT_TYPES_2);

5
libnd4j/include/helpers/cpu/loops/ReductionLoops_float_3.cpp
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@ -29,15 +29,18 @@ namespace nd4j {
template<typename X, typename Z>
template <typename OpType>
void ReductionFloatLoops<X, Z>::innerloopReduce(X * x, Nd4jLong* xShapeInfo, Z* z, Nd4jLong* zShapeInfo, Nd4jLong* tadShapeInfo, Nd4jLong* tadOffsets, Z* extraParams) {
#ifndef INLINE_LOOPS
ReductionLoops<X,Z,Z>::template loopReduce<OpType>(x, xShapeInfo, z, zShapeInfo, tadShapeInfo, tadOffsets, extraParams);
#endif
}
template<typename X, typename Y>
void ReductionFloatLoops<X, Y>::wrapper(const int opNum, X *x, Nd4jLong *xShapeInfo, Y *z,
Nd4jLong *zShapeInfo, Nd4jLong *tadShapeInfo,
Nd4jLong *tadOffsets, Y *extraParams) {
#ifndef INLINE_LOOPS
DISPATCH_BY_OPNUM_TT(innerloopReduce, PARAMS(x, xShapeInfo, z, zShapeInfo, tadShapeInfo, tadOffsets, extraParams ), REDUCE_FLOAT_OPS);
#endif
}
BUILD_DOUBLE_TEMPLATE(template class ND4J_EXPORT ReductionFloatLoops, , LIBND4J_TYPES, FLOAT_TYPES_3);

5
libnd4j/include/helpers/cpu/loops/ReductionLoops_long.cpp
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@ -34,15 +34,18 @@ namespace nd4j {
template<typename X, typename Z>
template <typename OpType>
void ReductionLongLoops<X, Z>::innerloopReduce(X * x, Nd4jLong* xShapeInfo, Z *z, Nd4jLong* zShapeInfo, Nd4jLong* tadShapeInfo, Nd4jLong* tadOffsets, X* extraParams) {
#ifndef INLINE_LOOPS
ReductionLoops<X,Z,X>::template loopReduce<OpType>(x, xShapeInfo, z, zShapeInfo, tadShapeInfo, tadOffsets, extraParams);
#endif
}
template<typename X, typename Y>
void ReductionLongLoops<X, Y>::wrapper(const int opNum, X *x, Nd4jLong *xShapeInfo, Y *z,
Nd4jLong *zShapeInfo, Nd4jLong *tadShapeInfo,
Nd4jLong *tadOffsets, X *extraParams) {
#ifndef INLINE_LOOPS
DISPATCH_BY_OPNUM_TT(innerloopReduce, PARAMS(x, xShapeInfo, z, zShapeInfo, tadShapeInfo, tadOffsets, extraParams ), REDUCE_LONG_OPS);
#endif
}
BUILD_DOUBLE_TEMPLATE(template class ND4J_EXPORT ReductionLongLoops, , LIBND4J_TYPES, LONG_TYPES);

4
libnd4j/include/helpers/cpu/loops/ReductionLoops_same.cpp
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@ -27,7 +27,9 @@ namespace nd4j {
template<typename X>
template <typename OpType>
void ReductionSameLoops<X>::innerloopReduce(X* x, Nd4jLong* xShapeInfo, X* z, Nd4jLong* zShapeInfo, Nd4jLong* tadShapeInfo, Nd4jLong* tadOffsets, X* extraParams) {
#ifndef INLINE_LOOPS
ReductionLoops<X,X,X>::template loopReduce<OpType>(x, xShapeInfo, z, zShapeInfo, tadShapeInfo, tadOffsets, extraParams);
#endif
}
template<typename X>
@ -35,11 +37,13 @@ namespace nd4j {
Nd4jLong *zShapeInfo, Nd4jLong *tadShapeInfo,
Nd4jLong *tadOffsets,
X *vextraParams) {
#ifndef INLINE_LOOPS
auto x = reinterpret_cast<X *>(vx);
auto z = reinterpret_cast<X *>(vz);
auto extraParams = reinterpret_cast<X *>(vextraParams);
DISPATCH_BY_OPNUM_T(innerloopReduce, PARAMS(x, xShapeInfo, z, zShapeInfo, tadShapeInfo, tadOffsets, extraParams), REDUCE_SAME_OPS);
#endif
}
BUILD_SINGLE_TEMPLATE(template class ReductionSameLoops, , LIBND4J_TYPES);