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authorCNugteren <web@cedricnugteren.nl>2015-08-22 17:11:20 +0200
committerCNugteren <web@cedricnugteren.nl>2015-08-22 17:11:20 +0200
commitff0c54c3865b45eff807315262e73d3f01cb19c3 (patch)
tree839e9def73fb068f988b07e1e879ecce48d884c8 /src/kernels/level1
parent75517353d505de1d3979866060261a666aebfd36 (diff)
Added the XSWAP, XSCAL and XCOPY level-1 routines
Diffstat (limited to 'src/kernels/level1')
-rw-r--r--src/kernels/level1/level1.opencl42
-rw-r--r--src/kernels/level1/xaxpy.opencl6
-rw-r--r--src/kernels/level1/xcopy.opencl57
-rw-r--r--src/kernels/level1/xscal.opencl59
-rw-r--r--src/kernels/level1/xswap.opencl61
5 files changed, 223 insertions, 2 deletions
diff --git a/src/kernels/level1/level1.opencl b/src/kernels/level1/level1.opencl
index 449a20a2..7e10426b 100644
--- a/src/kernels/level1/level1.opencl
+++ b/src/kernels/level1/level1.opencl
@@ -46,6 +46,48 @@ R"(
// =================================================================================================
+// The vectorized multiply function
+inline realV MultiplyVector(realV cvec, const real aval, const realV bvec) {
+ #if VW == 1
+ Multiply(cvec, aval, bvec);
+ #elif VW == 2
+ Multiply(cvec.x, aval, bvec.x);
+ Multiply(cvec.y, aval, bvec.y);
+ #elif VW == 4
+ Multiply(cvec.x, aval, bvec.x);
+ Multiply(cvec.y, aval, bvec.y);
+ Multiply(cvec.z, aval, bvec.z);
+ Multiply(cvec.w, aval, bvec.w);
+ #elif VW == 8
+ Multiply(cvec.s0, aval, bvec.s0);
+ Multiply(cvec.s1, aval, bvec.s1);
+ Multiply(cvec.s2, aval, bvec.s2);
+ Multiply(cvec.s3, aval, bvec.s3);
+ Multiply(cvec.s4, aval, bvec.s4);
+ Multiply(cvec.s5, aval, bvec.s5);
+ Multiply(cvec.s6, aval, bvec.s6);
+ Multiply(cvec.s7, aval, bvec.s7);
+ #elif VW == 16
+ Multiply(cvec.s0, aval, bvec.s0);
+ Multiply(cvec.s1, aval, bvec.s1);
+ Multiply(cvec.s2, aval, bvec.s2);
+ Multiply(cvec.s3, aval, bvec.s3);
+ Multiply(cvec.s4, aval, bvec.s4);
+ Multiply(cvec.s5, aval, bvec.s5);
+ Multiply(cvec.s6, aval, bvec.s6);
+ Multiply(cvec.s7, aval, bvec.s7);
+ Multiply(cvec.s8, aval, bvec.s8);
+ Multiply(cvec.s9, aval, bvec.s9);
+ Multiply(cvec.sA, aval, bvec.sA);
+ Multiply(cvec.sB, aval, bvec.sB);
+ Multiply(cvec.sC, aval, bvec.sC);
+ Multiply(cvec.sD, aval, bvec.sD);
+ Multiply(cvec.sE, aval, bvec.sE);
+ Multiply(cvec.sF, aval, bvec.sF);
+ #endif
+ return cvec;
+}
+
// The vectorized multiply-add function
inline realV MultiplyAddVector(realV cvec, const real aval, const realV bvec) {
#if VW == 1
diff --git a/src/kernels/level1/xaxpy.opencl b/src/kernels/level1/xaxpy.opencl
index 3d926d9e..1f1e8ce0 100644
--- a/src/kernels/level1/xaxpy.opencl
+++ b/src/kernels/level1/xaxpy.opencl
@@ -11,6 +11,8 @@
// strides (incx=incy=1) and no offsets (offx=offy=0). Another version is more general, but doesn't
// support vector data-types.
//
+// This kernel uses the level-1 BLAS common tuning parameters.
+//
// =================================================================================================
// Enables loading of this file using the C++ pre-processor's #include (C++11 standard raw string
@@ -38,8 +40,8 @@ __kernel void Xaxpy(const int n, const real alpha,
// dividable by 'VW', 'WGS' and 'WPT'.
__attribute__((reqd_work_group_size(WGS, 1, 1)))
__kernel void XaxpyFast(const int n, const real alpha,
- const __global realV* restrict xgm,
- __global realV* ygm) {
+ const __global realV* restrict xgm,
+ __global realV* ygm) {
#pragma unroll
for (int w=0; w<WPT; ++w) {
const int id = w*get_global_size(0) + get_global_id(0);
diff --git a/src/kernels/level1/xcopy.opencl b/src/kernels/level1/xcopy.opencl
new file mode 100644
index 00000000..97c27ccf
--- /dev/null
+++ b/src/kernels/level1/xcopy.opencl
@@ -0,0 +1,57 @@
+
+// =================================================================================================
+// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. This
+// project loosely follows the Google C++ styleguide and uses a tab-size of two spaces and a max-
+// width of 100 characters per line.
+//
+// Author(s):
+// Cedric Nugteren <www.cedricnugteren.nl>
+//
+// This file contains the Xcopy kernel. It contains one fast vectorized version in case of unit
+// strides (incx=incy=1) and no offsets (offx=offy=0). Another version is more general, but doesn't
+// support vector data-types.
+//
+// This kernel uses the level-1 BLAS common tuning parameters.
+//
+// =================================================================================================
+
+// Enables loading of this file using the C++ pre-processor's #include (C++11 standard raw string
+// literal). Comment-out this line for syntax-highlighting when developing.
+R"(
+
+// =================================================================================================
+
+// Full version of the kernel with offsets and strided accesses
+__attribute__((reqd_work_group_size(WGS, 1, 1)))
+__kernel void Xcopy(const int n,
+ const __global real* restrict xgm, const int x_offset, const int x_inc,
+ __global real* ygm, const int y_offset, const int y_inc) {
+
+ // Loops over the work that needs to be done (allows for an arbitrary number of threads)
+ #pragma unroll
+ for (int id = get_global_id(0); id<n; id += get_global_size(0)) {
+ ygm[id*y_inc + y_offset] = xgm[id*x_inc + x_offset];
+ }
+}
+
+// =================================================================================================
+
+// Faster version of the kernel without offsets and strided accesses. Also assumes that 'n' is
+// dividable by 'VW', 'WGS' and 'WPT'.
+__attribute__((reqd_work_group_size(WGS, 1, 1)))
+__kernel void XcopyFast(const int n,
+ const __global realV* restrict xgm,
+ __global realV* ygm) {
+ #pragma unroll
+ for (int w=0; w<WPT; ++w) {
+ const int id = w*get_global_size(0) + get_global_id(0);
+ ygm[id] = xgm[id];
+ }
+}
+
+// =================================================================================================
+
+// End of the C++11 raw string literal
+)"
+
+// =================================================================================================
diff --git a/src/kernels/level1/xscal.opencl b/src/kernels/level1/xscal.opencl
new file mode 100644
index 00000000..956de3c0
--- /dev/null
+++ b/src/kernels/level1/xscal.opencl
@@ -0,0 +1,59 @@
+
+// =================================================================================================
+// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. This
+// project loosely follows the Google C++ styleguide and uses a tab-size of two spaces and a max-
+// width of 100 characters per line.
+//
+// Author(s):
+// Cedric Nugteren <www.cedricnugteren.nl>
+//
+// This file contains the Xscal kernel. It contains one fast vectorized version in case of unit
+// strides (incx=1) and no offsets (offx=0). Another version is more general, but doesn't support
+// vector data-types.
+//
+// This kernel uses the level-1 BLAS common tuning parameters.
+//
+// =================================================================================================
+
+// Enables loading of this file using the C++ pre-processor's #include (C++11 standard raw string
+// literal). Comment-out this line for syntax-highlighting when developing.
+R"(
+
+// =================================================================================================
+
+// Full version of the kernel with offsets and strided accesses
+__attribute__((reqd_work_group_size(WGS, 1, 1)))
+__kernel void Xscal(const int n, const real alpha,
+ __global real* xgm, const int x_offset, const int x_inc) {
+
+ // Loops over the work that needs to be done (allows for an arbitrary number of threads)
+ #pragma unroll
+ for (int id = get_global_id(0); id<n; id += get_global_size(0)) {
+ real result;
+ Multiply(result, alpha, xgm[id*x_inc + x_offset]);
+ xgm[id*x_inc + x_offset] = result;
+ }
+}
+
+// =================================================================================================
+
+// Faster version of the kernel without offsets and strided accesses. Also assumes that 'n' is
+// dividable by 'VW', 'WGS' and 'WPT'.
+__attribute__((reqd_work_group_size(WGS, 1, 1)))
+__kernel void XscalFast(const int n, const real alpha,
+ __global realV* xgm) {
+ #pragma unroll
+ for (int w=0; w<WPT; ++w) {
+ const int id = w*get_global_size(0) + get_global_id(0);
+ realV result;
+ result = MultiplyVector(result, alpha, xgm[id]);
+ xgm[id] = result;
+ }
+}
+
+// =================================================================================================
+
+// End of the C++11 raw string literal
+)"
+
+// =================================================================================================
diff --git a/src/kernels/level1/xswap.opencl b/src/kernels/level1/xswap.opencl
new file mode 100644
index 00000000..f6487b58
--- /dev/null
+++ b/src/kernels/level1/xswap.opencl
@@ -0,0 +1,61 @@
+
+// =================================================================================================
+// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. This
+// project loosely follows the Google C++ styleguide and uses a tab-size of two spaces and a max-
+// width of 100 characters per line.
+//
+// Author(s):
+// Cedric Nugteren <www.cedricnugteren.nl>
+//
+// This file contains the Xswap kernel. It contains one fast vectorized version in case of unit
+// strides (incx=incy=1) and no offsets (offx=offy=0). Another version is more general, but doesn't
+// support vector data-types.
+//
+// This kernel uses the level-1 BLAS common tuning parameters.
+//
+// =================================================================================================
+
+// Enables loading of this file using the C++ pre-processor's #include (C++11 standard raw string
+// literal). Comment-out this line for syntax-highlighting when developing.
+R"(
+
+// =================================================================================================
+
+// Full version of the kernel with offsets and strided accesses
+__attribute__((reqd_work_group_size(WGS, 1, 1)))
+__kernel void Xswap(const int n,
+ __global real* xgm, const int x_offset, const int x_inc,
+ __global real* ygm, const int y_offset, const int y_inc) {
+
+ // Loops over the work that needs to be done (allows for an arbitrary number of threads)
+ #pragma unroll
+ for (int id = get_global_id(0); id<n; id += get_global_size(0)) {
+ real temp = xgm[id*x_inc + x_offset];
+ xgm[id*x_inc + x_offset] = ygm[id*y_inc + y_offset];
+ ygm[id*y_inc + y_offset] = temp;
+ }
+}
+
+// =================================================================================================
+
+// Faster version of the kernel without offsets and strided accesses. Also assumes that 'n' is
+// dividable by 'VW', 'WGS' and 'WPT'.
+__attribute__((reqd_work_group_size(WGS, 1, 1)))
+__kernel void XswapFast(const int n,
+ __global realV* xgm,
+ __global realV* ygm) {
+ #pragma unroll
+ for (int w=0; w<WPT; ++w) {
+ const int id = w*get_global_size(0) + get_global_id(0);
+ realV temp = xgm[id];
+ xgm[id] = ygm[id];
+ ygm[id] = temp;
+ }
+}
+
+// =================================================================================================
+
+// End of the C++11 raw string literal
+)"
+
+// =================================================================================================