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authorCedric Nugteren <web@cedricnugteren.nl>2016-06-18 20:20:13 +0200
committerCedric Nugteren <web@cedricnugteren.nl>2016-06-18 20:20:13 +0200
commitf726fbdc9fef937fbe32222f0e66aac8d7e2678c (patch)
treecb62cc877ea239052fb1882f7bf327aace3e7776 /src/database/kernels
parentbacb5d2bb2ea7b141034878090aca850db8f9d00 (diff)
Moved all headers into the source tree, changed headers to .hpp extension
Diffstat (limited to 'src/database/kernels')
-rw-r--r--src/database/kernels/copy.hpp262
-rw-r--r--src/database/kernels/pad.hpp270
-rw-r--r--src/database/kernels/padtranspose.hpp270
-rw-r--r--src/database/kernels/transpose.hpp258
-rw-r--r--src/database/kernels/xaxpy.hpp270
-rw-r--r--src/database/kernels/xdot.hpp200
-rw-r--r--src/database/kernels/xgemm.hpp263
-rw-r--r--src/database/kernels/xgemv.hpp231
-rw-r--r--src/database/kernels/xger.hpp220
9 files changed, 2244 insertions, 0 deletions
diff --git a/src/database/kernels/copy.hpp b/src/database/kernels/copy.hpp
new file mode 100644
index 00000000..201e8b8a
--- /dev/null
+++ b/src/database/kernels/copy.hpp
@@ -0,0 +1,262 @@
+
+// =================================================================================================
+// 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):
+// Database generator <database.py>
+//
+// This file populates the database with best-found tuning parameters for the 'Copy' kernels.
+//
+// =================================================================================================
+
+namespace clblast {
+// =================================================================================================
+
+const Database::DatabaseEntry Database::CopyHalf = {
+ "Copy", Precision::kHalf, {
+ { // Intel GPUs
+ kDeviceTypeGPU, "Intel", {
+ { "Intel(R) HD Graphics Skylake ULT GT2", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",4}, {"COPY_WPT",1} } },
+ { "default", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",4}, {"COPY_WPT",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",4}, {"COPY_WPT",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::CopySingle = {
+ "Copy", Precision::kSingle, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"COPY_DIMX",32}, {"COPY_DIMY",8}, {"COPY_VW",4}, {"COPY_WPT",1} } },
+ { "Hawaii", { {"COPY_DIMX",32}, {"COPY_DIMY",8}, {"COPY_VW",2}, {"COPY_WPT",2} } },
+ { "Pitcairn", { {"COPY_DIMX",8}, {"COPY_DIMY",16}, {"COPY_VW",4}, {"COPY_WPT",1} } },
+ { "Tahiti", { {"COPY_DIMX",32}, {"COPY_DIMY",8}, {"COPY_VW",2}, {"COPY_WPT",2} } },
+ { "default", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",2}, {"COPY_WPT",1} } },
+ }
+ },
+ { // ARM GPUs
+ kDeviceTypeGPU, "ARM", {
+ { "Mali-T628", { {"COPY_DIMX",32}, {"COPY_DIMY",8}, {"COPY_VW",2}, {"COPY_WPT",4} } },
+ { "default", { {"COPY_DIMX",32}, {"COPY_DIMY",8}, {"COPY_VW",2}, {"COPY_WPT",4} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"COPY_DIMX",32}, {"COPY_DIMY",16}, {"COPY_VW",8}, {"COPY_WPT",2} } },
+ { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"COPY_DIMX",32}, {"COPY_DIMY",16}, {"COPY_VW",8}, {"COPY_WPT",1} } },
+ { "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"COPY_DIMX",32}, {"COPY_DIMY",8}, {"COPY_VW",8}, {"COPY_WPT",1} } },
+ { "default", { {"COPY_DIMX",32}, {"COPY_DIMY",8}, {"COPY_VW",8}, {"COPY_WPT",1} } },
+ }
+ },
+ { // Intel GPUs
+ kDeviceTypeGPU, "Intel", {
+ { "Intel(R) HD Graphics Skylake ULT GT2", { {"COPY_DIMX",32}, {"COPY_DIMY",8}, {"COPY_VW",2}, {"COPY_WPT",1} } },
+ { "Iris", { {"COPY_DIMX",16}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",2} } },
+ { "Iris Pro", { {"COPY_DIMX",32}, {"COPY_DIMY",8}, {"COPY_VW",4}, {"COPY_WPT",4} } },
+ { "default", { {"COPY_DIMX",16}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ }
+ },
+ { // Intel accelerators
+ kDeviceTypeAccelerator, "Intel", {
+ { "Intel(R) Many Integrated Core Acceleration Card", { {"COPY_DIMX",32}, {"COPY_DIMY",8}, {"COPY_VW",8}, {"COPY_WPT",1} } },
+ { "default", { {"COPY_DIMX",32}, {"COPY_DIMY",8}, {"COPY_VW",8}, {"COPY_WPT",1} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"COPY_DIMX",16}, {"COPY_DIMY",8}, {"COPY_VW",4}, {"COPY_WPT",1} } },
+ { "GeForce GTX 480", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",4}, {"COPY_WPT",1} } },
+ { "GeForce GTX 680", { {"COPY_DIMX",32}, {"COPY_DIMY",16}, {"COPY_VW",4}, {"COPY_WPT",1} } },
+ { "GeForce GTX 750 Ti", { {"COPY_DIMX",32}, {"COPY_DIMY",8}, {"COPY_VW",2}, {"COPY_WPT",1} } },
+ { "GeForce GTX 980", { {"COPY_DIMX",32}, {"COPY_DIMY",16}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ { "GeForce GTX TITAN", { {"COPY_DIMX",32}, {"COPY_DIMY",8}, {"COPY_VW",2}, {"COPY_WPT",4} } },
+ { "GeForce GTX TITAN X", { {"COPY_DIMX",32}, {"COPY_DIMY",8}, {"COPY_VW",2}, {"COPY_WPT",1} } },
+ { "Tesla K20m", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",4}, {"COPY_WPT",4} } },
+ { "Tesla K40m", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",4}, {"COPY_WPT",2} } },
+ { "default", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::CopyComplexSingle = {
+ "Copy", Precision::kComplexSingle, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"COPY_DIMX",32}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ { "Hawaii", { {"COPY_DIMX",32}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",2} } },
+ { "Pitcairn", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",2} } },
+ { "Tahiti", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",2}, {"COPY_WPT",2} } },
+ { "default", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"COPY_DIMX",16}, {"COPY_DIMY",16}, {"COPY_VW",8}, {"COPY_WPT",1} } },
+ { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"COPY_DIMX",32}, {"COPY_DIMY",8}, {"COPY_VW",2}, {"COPY_WPT",2} } },
+ { "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"COPY_DIMX",16}, {"COPY_DIMY",8}, {"COPY_VW",8}, {"COPY_WPT",1} } },
+ { "default", { {"COPY_DIMX",16}, {"COPY_DIMY",8}, {"COPY_VW",2}, {"COPY_WPT",1} } },
+ }
+ },
+ { // Intel GPUs
+ kDeviceTypeGPU, "Intel", {
+ { "Intel(R) HD Graphics Skylake ULT GT2", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",4}, {"COPY_WPT",4} } },
+ { "Iris", { {"COPY_DIMX",16}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",2} } },
+ { "Iris Pro", { {"COPY_DIMX",32}, {"COPY_DIMY",16}, {"COPY_VW",1}, {"COPY_WPT",4} } },
+ { "default", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",2} } },
+ }
+ },
+ { // Intel accelerators
+ kDeviceTypeAccelerator, "Intel", {
+ { "Intel(R) Many Integrated Core Acceleration Card", { {"COPY_DIMX",32}, {"COPY_DIMY",8}, {"COPY_VW",4}, {"COPY_WPT",1} } },
+ { "default", { {"COPY_DIMX",32}, {"COPY_DIMY",8}, {"COPY_VW",4}, {"COPY_WPT",1} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"COPY_DIMX",16}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ { "GeForce GTX 480", { {"COPY_DIMX",16}, {"COPY_DIMY",16}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ { "GeForce GTX 750 Ti", { {"COPY_DIMX",32}, {"COPY_DIMY",16}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ { "GeForce GTX 980", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ { "GeForce GTX TITAN X", { {"COPY_DIMX",16}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ { "Tesla K20m", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",4} } },
+ { "Tesla K40m", { {"COPY_DIMX",16}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ { "default", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::CopyDouble = {
+ "Copy", Precision::kDouble, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"COPY_DIMX",32}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ { "Hawaii", { {"COPY_DIMX",32}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",2} } },
+ { "Pitcairn", { {"COPY_DIMX",32}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ { "Tahiti", { {"COPY_DIMX",8}, {"COPY_DIMY",32}, {"COPY_VW",2}, {"COPY_WPT",1} } },
+ { "default", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ }
+ },
+ { // ARM GPUs
+ kDeviceTypeGPU, "ARM", {
+ { "Mali-T628", { {"COPY_DIMX",16}, {"COPY_DIMY",8}, {"COPY_VW",8}, {"COPY_WPT",2} } },
+ { "default", { {"COPY_DIMX",16}, {"COPY_DIMY",8}, {"COPY_VW",8}, {"COPY_WPT",2} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"COPY_DIMX",16}, {"COPY_DIMY",8}, {"COPY_VW",8}, {"COPY_WPT",1} } },
+ { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"COPY_DIMX",16}, {"COPY_DIMY",32}, {"COPY_VW",2}, {"COPY_WPT",1} } },
+ { "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"COPY_DIMX",16}, {"COPY_DIMY",16}, {"COPY_VW",8}, {"COPY_WPT",1} } },
+ { "default", { {"COPY_DIMX",16}, {"COPY_DIMY",8}, {"COPY_VW",2}, {"COPY_WPT",1} } },
+ }
+ },
+ { // Intel accelerators
+ kDeviceTypeAccelerator, "Intel", {
+ { "Intel(R) Many Integrated Core Acceleration Card", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",8}, {"COPY_WPT",1} } },
+ { "default", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",8}, {"COPY_WPT",1} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"COPY_DIMX",32}, {"COPY_DIMY",16}, {"COPY_VW",2}, {"COPY_WPT",1} } },
+ { "GeForce GTX 480", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",2}, {"COPY_WPT",1} } },
+ { "GeForce GTX 680", { {"COPY_DIMX",16}, {"COPY_DIMY",32}, {"COPY_VW",2}, {"COPY_WPT",1} } },
+ { "GeForce GTX 750 Ti", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",2}, {"COPY_WPT",1} } },
+ { "GeForce GTX 980", { {"COPY_DIMX",32}, {"COPY_DIMY",8}, {"COPY_VW",2}, {"COPY_WPT",1} } },
+ { "GeForce GTX TITAN", { {"COPY_DIMX",16}, {"COPY_DIMY",32}, {"COPY_VW",2}, {"COPY_WPT",2} } },
+ { "GeForce GTX TITAN X", { {"COPY_DIMX",32}, {"COPY_DIMY",16}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ { "Tesla K20m", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",2}, {"COPY_WPT",1} } },
+ { "Tesla K40m", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",2}, {"COPY_WPT",2} } },
+ { "default", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::CopyComplexDouble = {
+ "Copy", Precision::kComplexDouble, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"COPY_DIMX",8}, {"COPY_DIMY",16}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ { "Hawaii", { {"COPY_DIMX",32}, {"COPY_DIMY",8}, {"COPY_VW",2}, {"COPY_WPT",8} } },
+ { "Pitcairn", { {"COPY_DIMX",16}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ { "Tahiti", { {"COPY_DIMX",8}, {"COPY_DIMY",16}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ { "default", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ }
+ },
+ { // ARM GPUs
+ kDeviceTypeGPU, "ARM", {
+ { "Mali-T628", { {"COPY_DIMX",32}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",2} } },
+ { "default", { {"COPY_DIMX",32}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",2} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"COPY_DIMX",32}, {"COPY_DIMY",8}, {"COPY_VW",8}, {"COPY_WPT",1} } },
+ { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"COPY_DIMX",32}, {"COPY_DIMY",32}, {"COPY_VW",8}, {"COPY_WPT",1} } },
+ { "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",8}, {"COPY_WPT",1} } },
+ { "default", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",8}, {"COPY_WPT",1} } },
+ }
+ },
+ { // Intel accelerators
+ kDeviceTypeAccelerator, "Intel", {
+ { "Intel(R) Many Integrated Core Acceleration Card", { {"COPY_DIMX",32}, {"COPY_DIMY",8}, {"COPY_VW",8}, {"COPY_WPT",1} } },
+ { "default", { {"COPY_DIMX",32}, {"COPY_DIMY",8}, {"COPY_VW",8}, {"COPY_WPT",1} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ { "GeForce GTX 480", { {"COPY_DIMX",16}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ { "GeForce GTX 680", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ { "GeForce GTX 750 Ti", { {"COPY_DIMX",32}, {"COPY_DIMY",16}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ { "GeForce GTX 980", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ { "GeForce GTX TITAN", { {"COPY_DIMX",16}, {"COPY_DIMY",16}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ { "GeForce GTX TITAN X", { {"COPY_DIMX",16}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ { "Tesla K20m", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",2} } },
+ { "Tesla K40m", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ { "default", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"COPY_DIMX",8}, {"COPY_DIMY",8}, {"COPY_VW",1}, {"COPY_WPT",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+} // namespace clblast
diff --git a/src/database/kernels/pad.hpp b/src/database/kernels/pad.hpp
new file mode 100644
index 00000000..cc703dd6
--- /dev/null
+++ b/src/database/kernels/pad.hpp
@@ -0,0 +1,270 @@
+
+// =================================================================================================
+// 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):
+// Database generator <database.py>
+//
+// This file populates the database with best-found tuning parameters for the 'Pad' kernels.
+//
+// =================================================================================================
+
+namespace clblast {
+// =================================================================================================
+
+const Database::DatabaseEntry Database::PadHalf = {
+ "Pad", Precision::kHalf, {
+ { // Intel GPUs
+ kDeviceTypeGPU, "Intel", {
+ { "Intel(R) HD Graphics Skylake ULT GT2", { {"PAD_DIMX",8}, {"PAD_DIMY",8}, {"PAD_WPTX",2}, {"PAD_WPTY",1} } },
+ { "default", { {"PAD_DIMX",8}, {"PAD_DIMY",8}, {"PAD_WPTX",2}, {"PAD_WPTY",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"PAD_DIMX",8}, {"PAD_DIMY",8}, {"PAD_WPTX",2}, {"PAD_WPTY",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::PadSingle = {
+ "Pad", Precision::kSingle, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "Hawaii", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",4} } },
+ { "Pitcairn", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",2} } },
+ { "Tahiti", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",2} } },
+ { "default", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ }
+ },
+ { // ARM GPUs
+ kDeviceTypeGPU, "ARM", {
+ { "Mali-T628", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",4} } },
+ { "default", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",4} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"PAD_DIMX",32}, {"PAD_DIMY",16}, {"PAD_WPTX",4}, {"PAD_WPTY",1} } },
+ { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"PAD_DIMX",16}, {"PAD_DIMY",32}, {"PAD_WPTX",4}, {"PAD_WPTY",4} } },
+ { "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",4}, {"PAD_WPTY",1} } },
+ { "default", { {"PAD_DIMX",16}, {"PAD_DIMY",8}, {"PAD_WPTX",4}, {"PAD_WPTY",1} } },
+ }
+ },
+ { // Intel GPUs
+ kDeviceTypeGPU, "Intel", {
+ { "Intel(R) HD Graphics Skylake ULT GT2", { {"PAD_DIMX",16}, {"PAD_DIMY",8}, {"PAD_WPTX",2}, {"PAD_WPTY",1} } },
+ { "Iris", { {"PAD_DIMX",32}, {"PAD_DIMY",16}, {"PAD_WPTX",2}, {"PAD_WPTY",1} } },
+ { "Iris Pro", { {"PAD_DIMX",16}, {"PAD_DIMY",8}, {"PAD_WPTX",2}, {"PAD_WPTY",1} } },
+ { "default", { {"PAD_DIMX",16}, {"PAD_DIMY",8}, {"PAD_WPTX",2}, {"PAD_WPTY",1} } },
+ }
+ },
+ { // Intel accelerators
+ kDeviceTypeAccelerator, "Intel", {
+ { "Intel(R) Many Integrated Core Acceleration Card", { {"PAD_DIMX",32}, {"PAD_DIMY",16}, {"PAD_WPTX",2}, {"PAD_WPTY",1} } },
+ { "default", { {"PAD_DIMX",32}, {"PAD_DIMY",16}, {"PAD_WPTX",2}, {"PAD_WPTY",1} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",2}, {"PAD_WPTY",1} } },
+ { "GeForce GTX 480", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",4} } },
+ { "GeForce GTX 680", { {"PAD_DIMX",16}, {"PAD_DIMY",8}, {"PAD_WPTX",4}, {"PAD_WPTY",1} } },
+ { "GeForce GTX 750 Ti", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",4}, {"PAD_WPTY",1} } },
+ { "GeForce GTX 980", { {"PAD_DIMX",16}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "GeForce GTX TITAN", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",2}, {"PAD_WPTY",1} } },
+ { "GeForce GTX TITAN X", { {"PAD_DIMX",16}, {"PAD_DIMY",16}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "Tesla K20m", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",2}, {"PAD_WPTY",1} } },
+ { "Tesla K40m", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "default", { {"PAD_DIMX",16}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"PAD_DIMX",16}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::PadComplexSingle = {
+ "Pad", Precision::kComplexSingle, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "Hawaii", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",2} } },
+ { "Pitcairn", { {"PAD_DIMX",8}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",2} } },
+ { "Tahiti", { {"PAD_DIMX",16}, {"PAD_DIMY",16}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "default", { {"PAD_DIMX",8}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ }
+ },
+ { // ARM GPUs
+ kDeviceTypeGPU, "ARM", {
+ { "Mali-T628", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",4} } },
+ { "default", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",4} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",2}, {"PAD_WPTY",2} } },
+ { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"PAD_DIMX",32}, {"PAD_DIMY",32}, {"PAD_WPTX",4}, {"PAD_WPTY",1} } },
+ { "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"PAD_DIMX",32}, {"PAD_DIMY",16}, {"PAD_WPTX",4}, {"PAD_WPTY",1} } },
+ { "default", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",2}, {"PAD_WPTY",1} } },
+ }
+ },
+ { // Intel GPUs
+ kDeviceTypeGPU, "Intel", {
+ { "Intel(R) HD Graphics Skylake ULT GT2", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",2}, {"PAD_WPTY",4} } },
+ { "Iris", { {"PAD_DIMX",32}, {"PAD_DIMY",16}, {"PAD_WPTX",2}, {"PAD_WPTY",4} } },
+ { "Iris Pro", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",2}, {"PAD_WPTY",1} } },
+ { "default", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",2}, {"PAD_WPTY",1} } },
+ }
+ },
+ { // Intel accelerators
+ kDeviceTypeAccelerator, "Intel", {
+ { "Intel(R) Many Integrated Core Acceleration Card", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "default", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"PAD_DIMX",16}, {"PAD_DIMY",16}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "GeForce GTX 480", { {"PAD_DIMX",16}, {"PAD_DIMY",8}, {"PAD_WPTX",2}, {"PAD_WPTY",1} } },
+ { "GeForce GTX 680", { {"PAD_DIMX",16}, {"PAD_DIMY",32}, {"PAD_WPTX",1}, {"PAD_WPTY",2} } },
+ { "GeForce GTX 750 Ti", { {"PAD_DIMX",16}, {"PAD_DIMY",16}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "GeForce GTX 980", { {"PAD_DIMX",16}, {"PAD_DIMY",16}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "GeForce GTX TITAN", { {"PAD_DIMX",16}, {"PAD_DIMY",8}, {"PAD_WPTX",2}, {"PAD_WPTY",1} } },
+ { "GeForce GTX TITAN X", { {"PAD_DIMX",16}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "Tesla K20m", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",2} } },
+ { "Tesla K40m", { {"PAD_DIMX",16}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "default", { {"PAD_DIMX",16}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"PAD_DIMX",8}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::PadDouble = {
+ "Pad", Precision::kDouble, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "Hawaii", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",2} } },
+ { "Pitcairn", { {"PAD_DIMX",8}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",2} } },
+ { "Tahiti", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "default", { {"PAD_DIMX",8}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ }
+ },
+ { // ARM GPUs
+ kDeviceTypeGPU, "ARM", {
+ { "Mali-T628", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",4}, {"PAD_WPTY",2} } },
+ { "default", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",4}, {"PAD_WPTY",2} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",4}, {"PAD_WPTY",1} } },
+ { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"PAD_DIMX",32}, {"PAD_DIMY",32}, {"PAD_WPTX",4}, {"PAD_WPTY",1} } },
+ { "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",2}, {"PAD_WPTY",1} } },
+ { "default", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",2}, {"PAD_WPTY",1} } },
+ }
+ },
+ { // Intel accelerators
+ kDeviceTypeAccelerator, "Intel", {
+ { "Intel(R) Many Integrated Core Acceleration Card", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "default", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "GeForce GTX 480", { {"PAD_DIMX",16}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "GeForce GTX 680", { {"PAD_DIMX",32}, {"PAD_DIMY",32}, {"PAD_WPTX",1}, {"PAD_WPTY",2} } },
+ { "GeForce GTX 750 Ti", { {"PAD_DIMX",8}, {"PAD_DIMY",16}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "GeForce GTX 980", { {"PAD_DIMX",8}, {"PAD_DIMY",16}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "GeForce GTX TITAN", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "GeForce GTX TITAN X", { {"PAD_DIMX",16}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "Tesla K20m", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "Tesla K40m", { {"PAD_DIMX",16}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",2} } },
+ { "default", { {"PAD_DIMX",8}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"PAD_DIMX",8}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::PadComplexDouble = {
+ "Pad", Precision::kComplexDouble, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"PAD_DIMX",16}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "Hawaii", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "Pitcairn", { {"PAD_DIMX",16}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "Tahiti", { {"PAD_DIMX",8}, {"PAD_DIMY",16}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "default", { {"PAD_DIMX",8}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ }
+ },
+ { // ARM GPUs
+ kDeviceTypeGPU, "ARM", {
+ { "Mali-T628", { {"PAD_DIMX",16}, {"PAD_DIMY",8}, {"PAD_WPTX",4}, {"PAD_WPTY",1} } },
+ { "default", { {"PAD_DIMX",16}, {"PAD_DIMY",8}, {"PAD_WPTX",4}, {"PAD_WPTY",1} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",2}, {"PAD_WPTY",1} } },
+ { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"PAD_DIMX",16}, {"PAD_DIMY",32}, {"PAD_WPTX",4}, {"PAD_WPTY",1} } },
+ { "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",2}, {"PAD_WPTY",1} } },
+ { "default", { {"PAD_DIMX",16}, {"PAD_DIMY",8}, {"PAD_WPTX",2}, {"PAD_WPTY",1} } },
+ }
+ },
+ { // Intel accelerators
+ kDeviceTypeAccelerator, "Intel", {
+ { "Intel(R) Many Integrated Core Acceleration Card", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",4}, {"PAD_WPTY",1} } },
+ { "default", { {"PAD_DIMX",32}, {"PAD_DIMY",8}, {"PAD_WPTX",4}, {"PAD_WPTY",1} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"PAD_DIMX",8}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "GeForce GTX 480", { {"PAD_DIMX",16}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "GeForce GTX 680", { {"PAD_DIMX",8}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "GeForce GTX 750 Ti", { {"PAD_DIMX",32}, {"PAD_DIMY",32}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "GeForce GTX 980", { {"PAD_DIMX",16}, {"PAD_DIMY",16}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "GeForce GTX TITAN", { {"PAD_DIMX",8}, {"PAD_DIMY",32}, {"PAD_WPTX",1}, {"PAD_WPTY",2} } },
+ { "GeForce GTX TITAN X", { {"PAD_DIMX",16}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "Tesla K20m", { {"PAD_DIMX",8}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",2} } },
+ { "Tesla K40m", { {"PAD_DIMX",8}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ { "default", { {"PAD_DIMX",8}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"PAD_DIMX",8}, {"PAD_DIMY",8}, {"PAD_WPTX",1}, {"PAD_WPTY",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+} // namespace clblast
diff --git a/src/database/kernels/padtranspose.hpp b/src/database/kernels/padtranspose.hpp
new file mode 100644
index 00000000..f3b1f262
--- /dev/null
+++ b/src/database/kernels/padtranspose.hpp
@@ -0,0 +1,270 @@
+
+// =================================================================================================
+// 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):
+// Database generator <database.py>
+//
+// This file populates the database with best-found tuning parameters for the 'Padtranspose' kernels.
+//
+// =================================================================================================
+
+namespace clblast {
+// =================================================================================================
+
+const Database::DatabaseEntry Database::PadtransposeHalf = {
+ "Padtranspose", Precision::kHalf, {
+ { // Intel GPUs
+ kDeviceTypeGPU, "Intel", {
+ { "Intel(R) HD Graphics Skylake ULT GT2", { {"PADTRA_PAD",0}, {"PADTRA_TILE",8}, {"PADTRA_WPT",1} } },
+ { "default", { {"PADTRA_PAD",0}, {"PADTRA_TILE",8}, {"PADTRA_WPT",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"PADTRA_PAD",0}, {"PADTRA_TILE",8}, {"PADTRA_WPT",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::PadtransposeSingle = {
+ "Padtranspose", Precision::kSingle, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"PADTRA_PAD",0}, {"PADTRA_TILE",16}, {"PADTRA_WPT",4} } },
+ { "Hawaii", { {"PADTRA_PAD",1}, {"PADTRA_TILE",16}, {"PADTRA_WPT",4} } },
+ { "Pitcairn", { {"PADTRA_PAD",0}, {"PADTRA_TILE",16}, {"PADTRA_WPT",4} } },
+ { "Tahiti", { {"PADTRA_PAD",0}, {"PADTRA_TILE",16}, {"PADTRA_WPT",4} } },
+ { "default", { {"PADTRA_PAD",0}, {"PADTRA_TILE",16}, {"PADTRA_WPT",4} } },
+ }
+ },
+ { // ARM GPUs
+ kDeviceTypeGPU, "ARM", {
+ { "Mali-T628", { {"PADTRA_PAD",0}, {"PADTRA_TILE",8}, {"PADTRA_WPT",2} } },
+ { "default", { {"PADTRA_PAD",0}, {"PADTRA_TILE",8}, {"PADTRA_WPT",2} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"PADTRA_PAD",0}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"PADTRA_PAD",0}, {"PADTRA_TILE",8}, {"PADTRA_WPT",8} } },
+ { "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"PADTRA_PAD",0}, {"PADTRA_TILE",32}, {"PADTRA_WPT",1} } },
+ { "default", { {"PADTRA_PAD",0}, {"PADTRA_TILE",8}, {"PADTRA_WPT",1} } },
+ }
+ },
+ { // Intel GPUs
+ kDeviceTypeGPU, "Intel", {
+ { "Intel(R) HD Graphics Skylake ULT GT2", { {"PADTRA_PAD",1}, {"PADTRA_TILE",16}, {"PADTRA_WPT",2} } },
+ { "Iris", { {"PADTRA_PAD",1}, {"PADTRA_TILE",16}, {"PADTRA_WPT",2} } },
+ { "Iris Pro", { {"PADTRA_PAD",1}, {"PADTRA_TILE",16}, {"PADTRA_WPT",2} } },
+ { "default", { {"PADTRA_PAD",1}, {"PADTRA_TILE",16}, {"PADTRA_WPT",2} } },
+ }
+ },
+ { // Intel accelerators
+ kDeviceTypeAccelerator, "Intel", {
+ { "Intel(R) Many Integrated Core Acceleration Card", { {"PADTRA_PAD",0}, {"PADTRA_TILE",16}, {"PADTRA_WPT",2} } },
+ { "default", { {"PADTRA_PAD",0}, {"PADTRA_TILE",16}, {"PADTRA_WPT",2} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"PADTRA_PAD",1}, {"PADTRA_TILE",32}, {"PADTRA_WPT",2} } },
+ { "GeForce GTX 480", { {"PADTRA_PAD",1}, {"PADTRA_TILE",16}, {"PADTRA_WPT",2} } },
+ { "GeForce GTX 680", { {"PADTRA_PAD",1}, {"PADTRA_TILE",16}, {"PADTRA_WPT",2} } },
+ { "GeForce GTX 750 Ti", { {"PADTRA_PAD",1}, {"PADTRA_TILE",32}, {"PADTRA_WPT",2} } },
+ { "GeForce GTX 980", { {"PADTRA_PAD",0}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ { "GeForce GTX TITAN", { {"PADTRA_PAD",1}, {"PADTRA_TILE",16}, {"PADTRA_WPT",2} } },
+ { "GeForce GTX TITAN X", { {"PADTRA_PAD",1}, {"PADTRA_TILE",32}, {"PADTRA_WPT",1} } },
+ { "Tesla K20m", { {"PADTRA_PAD",1}, {"PADTRA_TILE",16}, {"PADTRA_WPT",2} } },
+ { "Tesla K40m", { {"PADTRA_PAD",1}, {"PADTRA_TILE",32}, {"PADTRA_WPT",2} } },
+ { "default", { {"PADTRA_PAD",0}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"PADTRA_PAD",0}, {"PADTRA_TILE",8}, {"PADTRA_WPT",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::PadtransposeComplexSingle = {
+ "Padtranspose", Precision::kComplexSingle, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"PADTRA_PAD",0}, {"PADTRA_TILE",16}, {"PADTRA_WPT",4} } },
+ { "Hawaii", { {"PADTRA_PAD",0}, {"PADTRA_TILE",16}, {"PADTRA_WPT",2} } },
+ { "Pitcairn", { {"PADTRA_PAD",0}, {"PADTRA_TILE",8}, {"PADTRA_WPT",4} } },
+ { "Tahiti", { {"PADTRA_PAD",0}, {"PADTRA_TILE",16}, {"PADTRA_WPT",2} } },
+ { "default", { {"PADTRA_PAD",0}, {"PADTRA_TILE",8}, {"PADTRA_WPT",2} } },
+ }
+ },
+ { // ARM GPUs
+ kDeviceTypeGPU, "ARM", {
+ { "Mali-T628", { {"PADTRA_PAD",1}, {"PADTRA_TILE",16}, {"PADTRA_WPT",2} } },
+ { "default", { {"PADTRA_PAD",1}, {"PADTRA_TILE",16}, {"PADTRA_WPT",2} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"PADTRA_PAD",1}, {"PADTRA_TILE",8}, {"PADTRA_WPT",4} } },
+ { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"PADTRA_PAD",0}, {"PADTRA_TILE",8}, {"PADTRA_WPT",8} } },
+ { "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"PADTRA_PAD",0}, {"PADTRA_TILE",8}, {"PADTRA_WPT",4} } },
+ { "default", { {"PADTRA_PAD",0}, {"PADTRA_TILE",8}, {"PADTRA_WPT",4} } },
+ }
+ },
+ { // Intel GPUs
+ kDeviceTypeGPU, "Intel", {
+ { "Intel(R) HD Graphics Skylake ULT GT2", { {"PADTRA_PAD",0}, {"PADTRA_TILE",16}, {"PADTRA_WPT",4} } },
+ { "Iris", { {"PADTRA_PAD",0}, {"PADTRA_TILE",16}, {"PADTRA_WPT",2} } },
+ { "Iris Pro", { {"PADTRA_PAD",1}, {"PADTRA_TILE",16}, {"PADTRA_WPT",2} } },
+ { "default", { {"PADTRA_PAD",0}, {"PADTRA_TILE",16}, {"PADTRA_WPT",2} } },
+ }
+ },
+ { // Intel accelerators
+ kDeviceTypeAccelerator, "Intel", {
+ { "Intel(R) Many Integrated Core Acceleration Card", { {"PADTRA_PAD",1}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ { "default", { {"PADTRA_PAD",1}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"PADTRA_PAD",1}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ { "GeForce GTX 480", { {"PADTRA_PAD",1}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ { "GeForce GTX 680", { {"PADTRA_PAD",1}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ { "GeForce GTX 750 Ti", { {"PADTRA_PAD",1}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ { "GeForce GTX 980", { {"PADTRA_PAD",0}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ { "GeForce GTX TITAN", { {"PADTRA_PAD",1}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ { "GeForce GTX TITAN X", { {"PADTRA_PAD",1}, {"PADTRA_TILE",32}, {"PADTRA_WPT",1} } },
+ { "Tesla K20m", { {"PADTRA_PAD",0}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ { "Tesla K40m", { {"PADTRA_PAD",1}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ { "default", { {"PADTRA_PAD",0}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"PADTRA_PAD",0}, {"PADTRA_TILE",8}, {"PADTRA_WPT",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::PadtransposeDouble = {
+ "Padtranspose", Precision::kDouble, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"PADTRA_PAD",0}, {"PADTRA_TILE",16}, {"PADTRA_WPT",4} } },
+ { "Hawaii", { {"PADTRA_PAD",0}, {"PADTRA_TILE",16}, {"PADTRA_WPT",2} } },
+ { "Pitcairn", { {"PADTRA_PAD",0}, {"PADTRA_TILE",8}, {"PADTRA_WPT",4} } },
+ { "Tahiti", { {"PADTRA_PAD",1}, {"PADTRA_TILE",16}, {"PADTRA_WPT",2} } },
+ { "default", { {"PADTRA_PAD",0}, {"PADTRA_TILE",8}, {"PADTRA_WPT",2} } },
+ }
+ },
+ { // ARM GPUs
+ kDeviceTypeGPU, "ARM", {
+ { "Mali-T628", { {"PADTRA_PAD",0}, {"PADTRA_TILE",16}, {"PADTRA_WPT",2} } },
+ { "default", { {"PADTRA_PAD",0}, {"PADTRA_TILE",16}, {"PADTRA_WPT",2} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"PADTRA_PAD",1}, {"PADTRA_TILE",8}, {"PADTRA_WPT",4} } },
+ { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"PADTRA_PAD",0}, {"PADTRA_TILE",8}, {"PADTRA_WPT",8} } },
+ { "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"PADTRA_PAD",1}, {"PADTRA_TILE",32}, {"PADTRA_WPT",1} } },
+ { "default", { {"PADTRA_PAD",0}, {"PADTRA_TILE",8}, {"PADTRA_WPT",1} } },
+ }
+ },
+ { // Intel accelerators
+ kDeviceTypeAccelerator, "Intel", {
+ { "Intel(R) Many Integrated Core Acceleration Card", { {"PADTRA_PAD",0}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ { "default", { {"PADTRA_PAD",0}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"PADTRA_PAD",1}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ { "GeForce GTX 480", { {"PADTRA_PAD",1}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ { "GeForce GTX 680", { {"PADTRA_PAD",1}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ { "GeForce GTX 750 Ti", { {"PADTRA_PAD",1}, {"PADTRA_TILE",32}, {"PADTRA_WPT",2} } },
+ { "GeForce GTX 980", { {"PADTRA_PAD",1}, {"PADTRA_TILE",32}, {"PADTRA_WPT",1} } },
+ { "GeForce GTX TITAN", { {"PADTRA_PAD",0}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ { "GeForce GTX TITAN X", { {"PADTRA_PAD",1}, {"PADTRA_TILE",32}, {"PADTRA_WPT",1} } },
+ { "Tesla K20m", { {"PADTRA_PAD",0}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ { "Tesla K40m", { {"PADTRA_PAD",1}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ { "default", { {"PADTRA_PAD",0}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"PADTRA_PAD",0}, {"PADTRA_TILE",8}, {"PADTRA_WPT",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::PadtransposeComplexDouble = {
+ "Padtranspose", Precision::kComplexDouble, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"PADTRA_PAD",0}, {"PADTRA_TILE",8}, {"PADTRA_WPT",4} } },
+ { "Hawaii", { {"PADTRA_PAD",0}, {"PADTRA_TILE",8}, {"PADTRA_WPT",4} } },
+ { "Pitcairn", { {"PADTRA_PAD",0}, {"PADTRA_TILE",8}, {"PADTRA_WPT",4} } },
+ { "Tahiti", { {"PADTRA_PAD",0}, {"PADTRA_TILE",8}, {"PADTRA_WPT",2} } },
+ { "default", { {"PADTRA_PAD",0}, {"PADTRA_TILE",8}, {"PADTRA_WPT",2} } },
+ }
+ },
+ { // ARM GPUs
+ kDeviceTypeGPU, "ARM", {
+ { "Mali-T628", { {"PADTRA_PAD",0}, {"PADTRA_TILE",8}, {"PADTRA_WPT",1} } },
+ { "default", { {"PADTRA_PAD",0}, {"PADTRA_TILE",8}, {"PADTRA_WPT",1} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"PADTRA_PAD",1}, {"PADTRA_TILE",8}, {"PADTRA_WPT",2} } },
+ { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"PADTRA_PAD",1}, {"PADTRA_TILE",8}, {"PADTRA_WPT",4} } },
+ { "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"PADTRA_PAD",1}, {"PADTRA_TILE",8}, {"PADTRA_WPT",4} } },
+ { "default", { {"PADTRA_PAD",1}, {"PADTRA_TILE",8}, {"PADTRA_WPT",2} } },
+ }
+ },
+ { // Intel accelerators
+ kDeviceTypeAccelerator, "Intel", {
+ { "Intel(R) Many Integrated Core Acceleration Card", { {"PADTRA_PAD",0}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ { "default", { {"PADTRA_PAD",0}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"PADTRA_PAD",1}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ { "GeForce GTX 480", { {"PADTRA_PAD",1}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ { "GeForce GTX 680", { {"PADTRA_PAD",1}, {"PADTRA_TILE",32}, {"PADTRA_WPT",1} } },
+ { "GeForce GTX 750 Ti", { {"PADTRA_PAD",1}, {"PADTRA_TILE",16}, {"PADTRA_WPT",2} } },
+ { "GeForce GTX 980", { {"PADTRA_PAD",0}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ { "GeForce GTX TITAN", { {"PADTRA_PAD",1}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ { "GeForce GTX TITAN X", { {"PADTRA_PAD",1}, {"PADTRA_TILE",32}, {"PADTRA_WPT",1} } },
+ { "Tesla K20m", { {"PADTRA_PAD",1}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ { "Tesla K40m", { {"PADTRA_PAD",1}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ { "default", { {"PADTRA_PAD",0}, {"PADTRA_TILE",16}, {"PADTRA_WPT",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"PADTRA_PAD",0}, {"PADTRA_TILE",8}, {"PADTRA_WPT",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+} // namespace clblast
diff --git a/src/database/kernels/transpose.hpp b/src/database/kernels/transpose.hpp
new file mode 100644
index 00000000..0c893dae
--- /dev/null
+++ b/src/database/kernels/transpose.hpp
@@ -0,0 +1,258 @@
+
+// =================================================================================================
+// 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):
+// Database generator <database.py>
+//
+// This file populates the database with best-found tuning parameters for the 'Transpose' kernels.
+//
+// =================================================================================================
+
+namespace clblast {
+// =================================================================================================
+
+const Database::DatabaseEntry Database::TransposeHalf = {
+ "Transpose", Precision::kHalf, {
+ { // Intel GPUs
+ kDeviceTypeGPU, "Intel", {
+ { "Intel(R) HD Graphics Skylake ULT GT2", { {"TRA_DIM",16}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",4} } },
+ { "default", { {"TRA_DIM",16}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",4} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"TRA_DIM",16}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",4} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::TransposeSingle = {
+ "Transpose", Precision::kSingle, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"TRA_DIM",4}, {"TRA_PAD",0}, {"TRA_SHUFFLE",1}, {"TRA_WPT",8} } },
+ { "Hawaii", { {"TRA_DIM",4}, {"TRA_PAD",0}, {"TRA_SHUFFLE",1}, {"TRA_WPT",8} } },
+ { "Pitcairn", { {"TRA_DIM",16}, {"TRA_PAD",0}, {"TRA_SHUFFLE",1}, {"TRA_WPT",1} } },
+ { "Tahiti", { {"TRA_DIM",4}, {"TRA_PAD",0}, {"TRA_SHUFFLE",1}, {"TRA_WPT",4} } },
+ { "default", { {"TRA_DIM",4}, {"TRA_PAD",0}, {"TRA_SHUFFLE",1}, {"TRA_WPT",1} } },
+ }
+ },
+ { // ARM GPUs
+ kDeviceTypeGPU, "ARM", {
+ { "Mali-T628", { {"TRA_DIM",8}, {"TRA_PAD",0}, {"TRA_SHUFFLE",1}, {"TRA_WPT",4} } },
+ { "default", { {"TRA_DIM",8}, {"TRA_PAD",0}, {"TRA_SHUFFLE",1}, {"TRA_WPT",4} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"TRA_DIM",4}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",8} } },
+ { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"TRA_DIM",4}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",8} } },
+ { "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"TRA_DIM",4}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",8} } },
+ { "default", { {"TRA_DIM",4}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",8} } },
+ }
+ },
+ { // Intel GPUs
+ kDeviceTypeGPU, "Intel", {
+ { "Intel(R) HD Graphics Skylake ULT GT2", { {"TRA_DIM",8}, {"TRA_PAD",0}, {"TRA_SHUFFLE",1}, {"TRA_WPT",4} } },
+ { "Iris", { {"TRA_DIM",8}, {"TRA_PAD",1}, {"TRA_SHUFFLE",0}, {"TRA_WPT",4} } },
+ { "Iris Pro", { {"TRA_DIM",16}, {"TRA_PAD",1}, {"TRA_SHUFFLE",0}, {"TRA_WPT",4} } },
+ { "default", { {"TRA_DIM",8}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",4} } },
+ }
+ },
+ { // Intel accelerators
+ kDeviceTypeAccelerator, "Intel", {
+ { "Intel(R) Many Integrated Core Acceleration Card", { {"TRA_DIM",16}, {"TRA_PAD",1}, {"TRA_SHUFFLE",1}, {"TRA_WPT",1} } },
+ { "default", { {"TRA_DIM",16}, {"TRA_PAD",1}, {"TRA_SHUFFLE",1}, {"TRA_WPT",1} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"TRA_DIM",32}, {"TRA_PAD",1}, {"TRA_SHUFFLE",1}, {"TRA_WPT",2} } },
+ { "GeForce GTX 480", { {"TRA_DIM",16}, {"TRA_PAD",1}, {"TRA_SHUFFLE",0}, {"TRA_WPT",2} } },
+ { "GeForce GTX 680", { {"TRA_DIM",16}, {"TRA_PAD",1}, {"TRA_SHUFFLE",1}, {"TRA_WPT",2} } },
+ { "GeForce GTX 750 Ti", { {"TRA_DIM",32}, {"TRA_PAD",1}, {"TRA_SHUFFLE",0}, {"TRA_WPT",2} } },
+ { "GeForce GTX 980", { {"TRA_DIM",16}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",1} } },
+ { "GeForce GTX TITAN", { {"TRA_DIM",8}, {"TRA_PAD",1}, {"TRA_SHUFFLE",0}, {"TRA_WPT",4} } },
+ { "GeForce GTX TITAN X", { {"TRA_DIM",16}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",4} } },
+ { "Tesla K20m", { {"TRA_DIM",8}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",4} } },
+ { "Tesla K40m", { {"TRA_DIM",8}, {"TRA_PAD",1}, {"TRA_SHUFFLE",0}, {"TRA_WPT",4} } },
+ { "default", { {"TRA_DIM",8}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"TRA_DIM",4}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::TransposeComplexSingle = {
+ "Transpose", Precision::kComplexSingle, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"TRA_DIM",4}, {"TRA_PAD",1}, {"TRA_SHUFFLE",1}, {"TRA_WPT",4} } },
+ { "Hawaii", { {"TRA_DIM",16}, {"TRA_PAD",0}, {"TRA_SHUFFLE",1}, {"TRA_WPT",1} } },
+ { "Pitcairn", { {"TRA_DIM",8}, {"TRA_PAD",0}, {"TRA_SHUFFLE",1}, {"TRA_WPT",1} } },
+ { "Tahiti", { {"TRA_DIM",16}, {"TRA_PAD",0}, {"TRA_SHUFFLE",1}, {"TRA_WPT",1} } },
+ { "default", { {"TRA_DIM",4}, {"TRA_PAD",0}, {"TRA_SHUFFLE",1}, {"TRA_WPT",1} } },
+ }
+ },
+ { // ARM GPUs
+ kDeviceTypeGPU, "ARM", {
+ { "Mali-T628", { {"TRA_DIM",16}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",2} } },
+ { "default", { {"TRA_DIM",16}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",2} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"TRA_DIM",8}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",2} } },
+ { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"TRA_DIM",4}, {"TRA_PAD",1}, {"TRA_SHUFFLE",0}, {"TRA_WPT",8} } },
+ { "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"TRA_DIM",16}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",4} } },
+ { "default", { {"TRA_DIM",4}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",2} } },
+ }
+ },
+ { // Intel GPUs
+ kDeviceTypeGPU, "Intel", {
+ { "Intel(R) HD Graphics Skylake ULT GT2", { {"TRA_DIM",16}, {"TRA_PAD",1}, {"TRA_SHUFFLE",1}, {"TRA_WPT",2} } },
+ { "Iris", { {"TRA_DIM",8}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",2} } },
+ { "Iris Pro", { {"TRA_DIM",16}, {"TRA_PAD",1}, {"TRA_SHUFFLE",0}, {"TRA_WPT",2} } },
+ { "default", { {"TRA_DIM",8}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",2} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"TRA_DIM",16}, {"TRA_PAD",1}, {"TRA_SHUFFLE",1}, {"TRA_WPT",1} } },
+ { "GeForce GTX 480", { {"TRA_DIM",16}, {"TRA_PAD",1}, {"TRA_SHUFFLE",0}, {"TRA_WPT",1} } },
+ { "GeForce GTX 680", { {"TRA_DIM",16}, {"TRA_PAD",1}, {"TRA_SHUFFLE",1}, {"TRA_WPT",1} } },
+ { "GeForce GTX 750 Ti", { {"TRA_DIM",16}, {"TRA_PAD",1}, {"TRA_SHUFFLE",0}, {"TRA_WPT",1} } },
+ { "GeForce GTX 980", { {"TRA_DIM",16}, {"TRA_PAD",1}, {"TRA_SHUFFLE",0}, {"TRA_WPT",1} } },
+ { "GeForce GTX TITAN", { {"TRA_DIM",16}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",1} } },
+ { "GeForce GTX TITAN X", { {"TRA_DIM",32}, {"TRA_PAD",1}, {"TRA_SHUFFLE",0}, {"TRA_WPT",1} } },
+ { "Tesla K20m", { {"TRA_DIM",16}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",1} } },
+ { "Tesla K40m", { {"TRA_DIM",16}, {"TRA_PAD",1}, {"TRA_SHUFFLE",0}, {"TRA_WPT",1} } },
+ { "default", { {"TRA_DIM",16}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"TRA_DIM",4}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::TransposeDouble = {
+ "Transpose", Precision::kDouble, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"TRA_DIM",4}, {"TRA_PAD",0}, {"TRA_SHUFFLE",1}, {"TRA_WPT",4} } },
+ { "Hawaii", { {"TRA_DIM",16}, {"TRA_PAD",0}, {"TRA_SHUFFLE",1}, {"TRA_WPT",1} } },
+ { "Pitcairn", { {"TRA_DIM",4}, {"TRA_PAD",0}, {"TRA_SHUFFLE",1}, {"TRA_WPT",2} } },
+ { "Tahiti", { {"TRA_DIM",4}, {"TRA_PAD",1}, {"TRA_SHUFFLE",1}, {"TRA_WPT",4} } },
+ { "default", { {"TRA_DIM",4}, {"TRA_PAD",0}, {"TRA_SHUFFLE",1}, {"TRA_WPT",1} } },
+ }
+ },
+ { // ARM GPUs
+ kDeviceTypeGPU, "ARM", {
+ { "Mali-T628", { {"TRA_DIM",8}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",1} } },
+ { "default", { {"TRA_DIM",8}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",1} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"TRA_DIM",4}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",4} } },
+ { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"TRA_DIM",4}, {"TRA_PAD",1}, {"TRA_SHUFFLE",0}, {"TRA_WPT",8} } },
+ { "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"TRA_DIM",4}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",8} } },
+ { "default", { {"TRA_DIM",4}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",4} } },
+ }
+ },
+ { // Intel accelerators
+ kDeviceTypeAccelerator, "Intel", {
+ { "Intel(R) Many Integrated Core Acceleration Card", { {"TRA_DIM",32}, {"TRA_PAD",1}, {"TRA_SHUFFLE",0}, {"TRA_WPT",1} } },
+ { "default", { {"TRA_DIM",32}, {"TRA_PAD",1}, {"TRA_SHUFFLE",0}, {"TRA_WPT",1} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"TRA_DIM",16}, {"TRA_PAD",1}, {"TRA_SHUFFLE",1}, {"TRA_WPT",2} } },
+ { "GeForce GTX 480", { {"TRA_DIM",8}, {"TRA_PAD",1}, {"TRA_SHUFFLE",0}, {"TRA_WPT",2} } },
+ { "GeForce GTX 680", { {"TRA_DIM",16}, {"TRA_PAD",1}, {"TRA_SHUFFLE",1}, {"TRA_WPT",2} } },
+ { "GeForce GTX 750 Ti", { {"TRA_DIM",32}, {"TRA_PAD",1}, {"TRA_SHUFFLE",0}, {"TRA_WPT",1} } },
+ { "GeForce GTX 980", { {"TRA_DIM",16}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",2} } },
+ { "GeForce GTX TITAN", { {"TRA_DIM",8}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",2} } },
+ { "GeForce GTX TITAN X", { {"TRA_DIM",32}, {"TRA_PAD",1}, {"TRA_SHUFFLE",0}, {"TRA_WPT",1} } },
+ { "Tesla K20m", { {"TRA_DIM",16}, {"TRA_PAD",1}, {"TRA_SHUFFLE",0}, {"TRA_WPT",2} } },
+ { "Tesla K40m", { {"TRA_DIM",16}, {"TRA_PAD",1}, {"TRA_SHUFFLE",1}, {"TRA_WPT",2} } },
+ { "default", { {"TRA_DIM",8}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"TRA_DIM",4}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::TransposeComplexDouble = {
+ "Transpose", Precision::kComplexDouble, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"TRA_DIM",4}, {"TRA_PAD",1}, {"TRA_SHUFFLE",1}, {"TRA_WPT",2} } },
+ { "Hawaii", { {"TRA_DIM",4}, {"TRA_PAD",0}, {"TRA_SHUFFLE",1}, {"TRA_WPT",2} } },
+ { "Pitcairn", { {"TRA_DIM",4}, {"TRA_PAD",0}, {"TRA_SHUFFLE",1}, {"TRA_WPT",1} } },
+ { "Tahiti", { {"TRA_DIM",16}, {"TRA_PAD",0}, {"TRA_SHUFFLE",1}, {"TRA_WPT",1} } },
+ { "default", { {"TRA_DIM",4}, {"TRA_PAD",0}, {"TRA_SHUFFLE",1}, {"TRA_WPT",1} } },
+ }
+ },
+ { // ARM GPUs
+ kDeviceTypeGPU, "ARM", {
+ { "Mali-T628", { {"TRA_DIM",8}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",1} } },
+ { "default", { {"TRA_DIM",8}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",1} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"TRA_DIM",4}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",4} } },
+ { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"TRA_DIM",4}, {"TRA_PAD",1}, {"TRA_SHUFFLE",0}, {"TRA_WPT",4} } },
+ { "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"TRA_DIM",16}, {"TRA_PAD",1}, {"TRA_SHUFFLE",0}, {"TRA_WPT",2} } },
+ { "default", { {"TRA_DIM",4}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",2} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"TRA_DIM",16}, {"TRA_PAD",1}, {"TRA_SHUFFLE",1}, {"TRA_WPT",1} } },
+ { "GeForce GTX 480", { {"TRA_DIM",8}, {"TRA_PAD",1}, {"TRA_SHUFFLE",0}, {"TRA_WPT",1} } },
+ { "GeForce GTX 680", { {"TRA_DIM",16}, {"TRA_PAD",1}, {"TRA_SHUFFLE",1}, {"TRA_WPT",1} } },
+ { "GeForce GTX 750 Ti", { {"TRA_DIM",16}, {"TRA_PAD",1}, {"TRA_SHUFFLE",0}, {"TRA_WPT",1} } },
+ { "GeForce GTX 980", { {"TRA_DIM",32}, {"TRA_PAD",1}, {"TRA_SHUFFLE",0}, {"TRA_WPT",1} } },
+ { "GeForce GTX TITAN", { {"TRA_DIM",16}, {"TRA_PAD",1}, {"TRA_SHUFFLE",0}, {"TRA_WPT",1} } },
+ { "GeForce GTX TITAN X", { {"TRA_DIM",32}, {"TRA_PAD",1}, {"TRA_SHUFFLE",0}, {"TRA_WPT",1} } },
+ { "Tesla K20m", { {"TRA_DIM",16}, {"TRA_PAD",1}, {"TRA_SHUFFLE",0}, {"TRA_WPT",1} } },
+ { "Tesla K40m", { {"TRA_DIM",16}, {"TRA_PAD",1}, {"TRA_SHUFFLE",0}, {"TRA_WPT",1} } },
+ { "default", { {"TRA_DIM",8}, {"TRA_PAD",1}, {"TRA_SHUFFLE",0}, {"TRA_WPT",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"TRA_DIM",4}, {"TRA_PAD",0}, {"TRA_SHUFFLE",0}, {"TRA_WPT",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+} // namespace clblast
diff --git a/src/database/kernels/xaxpy.hpp b/src/database/kernels/xaxpy.hpp
new file mode 100644
index 00000000..6e6719e8
--- /dev/null
+++ b/src/database/kernels/xaxpy.hpp
@@ -0,0 +1,270 @@
+
+// =================================================================================================
+// 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):
+// Database generator <database.py>
+//
+// This file populates the database with best-found tuning parameters for the 'Xaxpy' kernels.
+//
+// =================================================================================================
+
+namespace clblast {
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XaxpyHalf = {
+ "Xaxpy", Precision::kHalf, {
+ { // Intel GPUs
+ kDeviceTypeGPU, "Intel", {
+ { "Intel(R) HD Graphics Skylake ULT GT2", { {"VW",4}, {"WGS",512}, {"WPT",8} } },
+ { "default", { {"VW",4}, {"WGS",512}, {"WPT",8} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"VW",4}, {"WGS",512}, {"WPT",8} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XaxpySingle = {
+ "Xaxpy", Precision::kSingle, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"VW",1}, {"WGS",128}, {"WPT",1} } },
+ { "Hawaii", { {"VW",2}, {"WGS",64}, {"WPT",2} } },
+ { "Pitcairn", { {"VW",2}, {"WGS",128}, {"WPT",1} } },
+ { "Tahiti", { {"VW",2}, {"WGS",64}, {"WPT",1} } },
+ { "default", { {"VW",1}, {"WGS",64}, {"WPT",1} } },
+ }
+ },
+ { // ARM GPUs
+ kDeviceTypeGPU, "ARM", {
+ { "Mali-T628", { {"VW",4}, {"WGS",256}, {"WPT",1} } },
+ { "default", { {"VW",4}, {"WGS",256}, {"WPT",1} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"VW",1}, {"WGS",512}, {"WPT",1} } },
+ { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"VW",4}, {"WGS",256}, {"WPT",1} } },
+ { "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"VW",1}, {"WGS",128}, {"WPT",1} } },
+ { "default", { {"VW",1}, {"WGS",128}, {"WPT",1} } },
+ }
+ },
+ { // Intel GPUs
+ kDeviceTypeGPU, "Intel", {
+ { "Intel(R) HD Graphics Skylake ULT GT2", { {"VW",1}, {"WGS",512}, {"WPT",2} } },
+ { "Iris", { {"VW",1}, {"WGS",64}, {"WPT",1} } },
+ { "Iris Pro", { {"VW",1}, {"WGS",128}, {"WPT",2} } },
+ { "default", { {"VW",1}, {"WGS",64}, {"WPT",1} } },
+ }
+ },
+ { // Intel accelerators
+ kDeviceTypeAccelerator, "Intel", {
+ { "Intel(R) Many Integrated Core Acceleration Card", { {"VW",2}, {"WGS",1024}, {"WPT",2} } },
+ { "default", { {"VW",2}, {"WGS",1024}, {"WPT",2} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"VW",2}, {"WGS",64}, {"WPT",1} } },
+ { "GeForce GTX 480", { {"VW",4}, {"WGS",64}, {"WPT",1} } },
+ { "GeForce GTX 680", { {"VW",2}, {"WGS",64}, {"WPT",1} } },
+ { "GeForce GTX 750 Ti", { {"VW",1}, {"WGS",1024}, {"WPT",1} } },
+ { "GeForce GTX 980", { {"VW",1}, {"WGS",1024}, {"WPT",1} } },
+ { "GeForce GTX TITAN", { {"VW",4}, {"WGS",256}, {"WPT",1} } },
+ { "GeForce GTX TITAN X", { {"VW",1}, {"WGS",64}, {"WPT",1} } },
+ { "Tesla K20m", { {"VW",4}, {"WGS",128}, {"WPT",1} } },
+ { "Tesla K40m", { {"VW",4}, {"WGS",128}, {"WPT",1} } },
+ { "default", { {"VW",1}, {"WGS",64}, {"WPT",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"VW",1}, {"WGS",64}, {"WPT",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XaxpyComplexSingle = {
+ "Xaxpy", Precision::kComplexSingle, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"VW",2}, {"WGS",64}, {"WPT",8} } },
+ { "Hawaii", { {"VW",1}, {"WGS",128}, {"WPT",2} } },
+ { "Pitcairn", { {"VW",1}, {"WGS",64}, {"WPT",1} } },
+ { "Tahiti", { {"VW",1}, {"WGS",64}, {"WPT",1} } },
+ { "default", { {"VW",1}, {"WGS",64}, {"WPT",1} } },
+ }
+ },
+ { // ARM GPUs
+ kDeviceTypeGPU, "ARM", {
+ { "Mali-T628", { {"VW",1}, {"WGS",256}, {"WPT",1} } },
+ { "default", { {"VW",1}, {"WGS",256}, {"WPT",1} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"VW",4}, {"WGS",256}, {"WPT",1} } },
+ { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"VW",1}, {"WGS",1024}, {"WPT",2} } },
+ { "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"VW",2}, {"WGS",1024}, {"WPT",1} } },
+ { "default", { {"VW",1}, {"WGS",256}, {"WPT",1} } },
+ }
+ },
+ { // Intel GPUs
+ kDeviceTypeGPU, "Intel", {
+ { "Intel(R) HD Graphics Skylake ULT GT2", { {"VW",2}, {"WGS",512}, {"WPT",1} } },
+ { "Iris", { {"VW",2}, {"WGS",128}, {"WPT",1} } },
+ { "Iris Pro", { {"VW",1}, {"WGS",256}, {"WPT",8} } },
+ { "default", { {"VW",1}, {"WGS",128}, {"WPT",1} } },
+ }
+ },
+ { // Intel accelerators
+ kDeviceTypeAccelerator, "Intel", {
+ { "Intel(R) Many Integrated Core Acceleration Card", { {"VW",1}, {"WGS",1024}, {"WPT",1} } },
+ { "default", { {"VW",1}, {"WGS",1024}, {"WPT",1} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"VW",1}, {"WGS",512}, {"WPT",1} } },
+ { "GeForce GTX 480", { {"VW",1}, {"WGS",256}, {"WPT",1} } },
+ { "GeForce GTX 680", { {"VW",1}, {"WGS",256}, {"WPT",1} } },
+ { "GeForce GTX 750 Ti", { {"VW",1}, {"WGS",512}, {"WPT",1} } },
+ { "GeForce GTX 980", { {"VW",1}, {"WGS",64}, {"WPT",1} } },
+ { "GeForce GTX TITAN", { {"VW",1}, {"WGS",256}, {"WPT",1} } },
+ { "GeForce GTX TITAN X", { {"VW",1}, {"WGS",512}, {"WPT",1} } },
+ { "Tesla K20m", { {"VW",1}, {"WGS",128}, {"WPT",1} } },
+ { "Tesla K40m", { {"VW",1}, {"WGS",128}, {"WPT",1} } },
+ { "default", { {"VW",1}, {"WGS",64}, {"WPT",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"VW",1}, {"WGS",64}, {"WPT",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XaxpyDouble = {
+ "Xaxpy", Precision::kDouble, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"VW",1}, {"WGS",256}, {"WPT",1} } },
+ { "Hawaii", { {"VW",1}, {"WGS",64}, {"WPT",2} } },
+ { "Pitcairn", { {"VW",1}, {"WGS",128}, {"WPT",1} } },
+ { "Tahiti", { {"VW",1}, {"WGS",64}, {"WPT",1} } },
+ { "default", { {"VW",1}, {"WGS",64}, {"WPT",1} } },
+ }
+ },
+ { // ARM GPUs
+ kDeviceTypeGPU, "ARM", {
+ { "Mali-T628", { {"VW",2}, {"WGS",128}, {"WPT",2} } },
+ { "default", { {"VW",2}, {"WGS",128}, {"WPT",2} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"VW",1}, {"WGS",1024}, {"WPT",1} } },
+ { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"VW",8}, {"WGS",64}, {"WPT",1} } },
+ { "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"VW",8}, {"WGS",2048}, {"WPT",1} } },
+ { "default", { {"VW",1}, {"WGS",64}, {"WPT",1} } },
+ }
+ },
+ { // Intel accelerators
+ kDeviceTypeAccelerator, "Intel", {
+ { "Intel(R) Many Integrated Core Acceleration Card", { {"VW",2}, {"WGS",512}, {"WPT",1} } },
+ { "default", { {"VW",2}, {"WGS",512}, {"WPT",1} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"VW",1}, {"WGS",64}, {"WPT",1} } },
+ { "GeForce GTX 480", { {"VW",2}, {"WGS",64}, {"WPT",1} } },
+ { "GeForce GTX 680", { {"VW",1}, {"WGS",64}, {"WPT",1} } },
+ { "GeForce GTX 750 Ti", { {"VW",1}, {"WGS",64}, {"WPT",1} } },
+ { "GeForce GTX 980", { {"VW",1}, {"WGS",256}, {"WPT",1} } },
+ { "GeForce GTX TITAN", { {"VW",2}, {"WGS",1024}, {"WPT",1} } },
+ { "GeForce GTX TITAN X", { {"VW",1}, {"WGS",512}, {"WPT",1} } },
+ { "Tesla K20m", { {"VW",2}, {"WGS",128}, {"WPT",1} } },
+ { "Tesla K40m", { {"VW",2}, {"WGS",128}, {"WPT",1} } },
+ { "default", { {"VW",1}, {"WGS",64}, {"WPT",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"VW",1}, {"WGS",64}, {"WPT",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XaxpyComplexDouble = {
+ "Xaxpy", Precision::kComplexDouble, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"VW",1}, {"WGS",128}, {"WPT",1} } },
+ { "Hawaii", { {"VW",2}, {"WGS",64}, {"WPT",1} } },
+ { "Pitcairn", { {"VW",1}, {"WGS",128}, {"WPT",1} } },
+ { "Tahiti", { {"VW",1}, {"WGS",128}, {"WPT",1} } },
+ { "default", { {"VW",1}, {"WGS",64}, {"WPT",1} } },
+ }
+ },
+ { // ARM GPUs
+ kDeviceTypeGPU, "ARM", {
+ { "Mali-T628", { {"VW",1}, {"WGS",64}, {"WPT",8} } },
+ { "default", { {"VW",1}, {"WGS",64}, {"WPT",8} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"VW",8}, {"WGS",128}, {"WPT",1} } },
+ { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"VW",8}, {"WGS",512}, {"WPT",1} } },
+ { "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"VW",1}, {"WGS",256}, {"WPT",1} } },
+ { "default", { {"VW",1}, {"WGS",128}, {"WPT",1} } },
+ }
+ },
+ { // Intel accelerators
+ kDeviceTypeAccelerator, "Intel", {
+ { "Intel(R) Many Integrated Core Acceleration Card", { {"VW",1}, {"WGS",1024}, {"WPT",1} } },
+ { "default", { {"VW",1}, {"WGS",1024}, {"WPT",1} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"VW",1}, {"WGS",64}, {"WPT",1} } },
+ { "GeForce GTX 480", { {"VW",1}, {"WGS",128}, {"WPT",1} } },
+ { "GeForce GTX 680", { {"VW",1}, {"WGS",64}, {"WPT",1} } },
+ { "GeForce GTX 750 Ti", { {"VW",1}, {"WGS",256}, {"WPT",2} } },
+ { "GeForce GTX 980", { {"VW",1}, {"WGS",1024}, {"WPT",1} } },
+ { "GeForce GTX TITAN", { {"VW",1}, {"WGS",64}, {"WPT",4} } },
+ { "GeForce GTX TITAN X", { {"VW",1}, {"WGS",1024}, {"WPT",1} } },
+ { "Tesla K20m", { {"VW",1}, {"WGS",64}, {"WPT",1} } },
+ { "Tesla K40m", { {"VW",1}, {"WGS",64}, {"WPT",1} } },
+ { "default", { {"VW",1}, {"WGS",64}, {"WPT",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"VW",1}, {"WGS",64}, {"WPT",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+} // namespace clblast
diff --git a/src/database/kernels/xdot.hpp b/src/database/kernels/xdot.hpp
new file mode 100644
index 00000000..d09d8c62
--- /dev/null
+++ b/src/database/kernels/xdot.hpp
@@ -0,0 +1,200 @@
+
+// =================================================================================================
+// 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):
+// Database generator <database.py>
+//
+// This file populates the database with best-found tuning parameters for the 'Xdot' kernels.
+//
+// =================================================================================================
+
+namespace clblast {
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XdotHalf = {
+ "Xdot", Precision::kHalf, {
+ { // Intel GPUs
+ kDeviceTypeGPU, "Intel", {
+ { "Intel(R) HD Graphics Skylake ULT GT2", { {"WGS1",32}, {"WGS2",32} } },
+ { "default", { {"WGS1",32}, {"WGS2",32} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"WGS1",32}, {"WGS2",32} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XdotSingle = {
+ "Xdot", Precision::kSingle, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"WGS1",128}, {"WGS2",32} } },
+ { "Hawaii", { {"WGS1",256}, {"WGS2",32} } },
+ { "Pitcairn", { {"WGS1",128}, {"WGS2",32} } },
+ { "Tahiti", { {"WGS1",128}, {"WGS2",32} } },
+ { "default", { {"WGS1",128}, {"WGS2",32} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"WGS1",1024}, {"WGS2",32} } },
+ { "default", { {"WGS1",1024}, {"WGS2",32} } },
+ }
+ },
+ { // Intel GPUs
+ kDeviceTypeGPU, "Intel", {
+ { "Intel(R) HD Graphics Skylake ULT GT2", { {"WGS1",64}, {"WGS2",32} } },
+ { "Iris Pro", { {"WGS1",512}, {"WGS2",64} } },
+ { "default", { {"WGS1",64}, {"WGS2",32} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"WGS1",128}, {"WGS2",32} } },
+ { "GeForce GTX 480", { {"WGS1",512}, {"WGS2",32} } },
+ { "GeForce GTX 680", { {"WGS1",128}, {"WGS2",128} } },
+ { "GeForce GTX 980", { {"WGS1",256}, {"WGS2",32} } },
+ { "GeForce GTX TITAN X", { {"WGS1",256}, {"WGS2",32} } },
+ { "Tesla K20m", { {"WGS1",1024}, {"WGS2",32} } },
+ { "default", { {"WGS1",128}, {"WGS2",32} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"WGS1",64}, {"WGS2",32} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XdotComplexSingle = {
+ "Xdot", Precision::kComplexSingle, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"WGS1",64}, {"WGS2",32} } },
+ { "Hawaii", { {"WGS1",256}, {"WGS2",32} } },
+ { "Pitcairn", { {"WGS1",256}, {"WGS2",32} } },
+ { "Tahiti", { {"WGS1",64}, {"WGS2",32} } },
+ { "default", { {"WGS1",64}, {"WGS2",32} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"WGS1",1024}, {"WGS2",32} } },
+ { "default", { {"WGS1",1024}, {"WGS2",32} } },
+ }
+ },
+ { // Intel GPUs
+ kDeviceTypeGPU, "Intel", {
+ { "Intel(R) HD Graphics Skylake ULT GT2", { {"WGS1",32}, {"WGS2",32} } },
+ { "Iris Pro", { {"WGS1",32}, {"WGS2",32} } },
+ { "default", { {"WGS1",32}, {"WGS2",32} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"WGS1",64}, {"WGS2",32} } },
+ { "GeForce GTX 480", { {"WGS1",512}, {"WGS2",32} } },
+ { "GeForce GTX 680", { {"WGS1",128}, {"WGS2",64} } },
+ { "GeForce GTX 980", { {"WGS1",256}, {"WGS2",64} } },
+ { "GeForce GTX TITAN X", { {"WGS1",256}, {"WGS2",32} } },
+ { "Tesla K20m", { {"WGS1",512}, {"WGS2",32} } },
+ { "default", { {"WGS1",64}, {"WGS2",32} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"WGS1",32}, {"WGS2",32} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XdotDouble = {
+ "Xdot", Precision::kDouble, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"WGS1",64}, {"WGS2",128} } },
+ { "Hawaii", { {"WGS1",256}, {"WGS2",32} } },
+ { "Pitcairn", { {"WGS1",128}, {"WGS2",32} } },
+ { "Tahiti", { {"WGS1",256}, {"WGS2",32} } },
+ { "default", { {"WGS1",64}, {"WGS2",32} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"WGS1",512}, {"WGS2",64} } },
+ { "default", { {"WGS1",512}, {"WGS2",64} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"WGS1",128}, {"WGS2",32} } },
+ { "GeForce GTX 480", { {"WGS1",512}, {"WGS2",32} } },
+ { "GeForce GTX 680", { {"WGS1",128}, {"WGS2",64} } },
+ { "GeForce GTX 980", { {"WGS1",128}, {"WGS2",32} } },
+ { "GeForce GTX TITAN X", { {"WGS1",256}, {"WGS2",32} } },
+ { "Tesla K20m", { {"WGS1",512}, {"WGS2",32} } },
+ { "default", { {"WGS1",128}, {"WGS2",32} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"WGS1",64}, {"WGS2",32} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XdotComplexDouble = {
+ "Xdot", Precision::kComplexDouble, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"WGS1",64}, {"WGS2",32} } },
+ { "Hawaii", { {"WGS1",256}, {"WGS2",32} } },
+ { "Pitcairn", { {"WGS1",256}, {"WGS2",32} } },
+ { "Tahiti", { {"WGS1",256}, {"WGS2",32} } },
+ { "default", { {"WGS1",64}, {"WGS2",32} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"WGS1",1024}, {"WGS2",32} } },
+ { "default", { {"WGS1",1024}, {"WGS2",32} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"WGS1",64}, {"WGS2",32} } },
+ { "GeForce GTX 480", { {"WGS1",512}, {"WGS2",32} } },
+ { "GeForce GTX 680", { {"WGS1",256}, {"WGS2",64} } },
+ { "GeForce GTX 980", { {"WGS1",64}, {"WGS2",32} } },
+ { "GeForce GTX TITAN X", { {"WGS1",128}, {"WGS2",32} } },
+ { "Tesla K20m", { {"WGS1",128}, {"WGS2",32} } },
+ { "default", { {"WGS1",64}, {"WGS2",32} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"WGS1",64}, {"WGS2",32} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+} // namespace clblast
diff --git a/src/database/kernels/xgemm.hpp b/src/database/kernels/xgemm.hpp
new file mode 100644
index 00000000..f35d2c88
--- /dev/null
+++ b/src/database/kernels/xgemm.hpp
@@ -0,0 +1,263 @@
+
+// =================================================================================================
+// 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):
+// Database generator <database.py>
+//
+// This file populates the database with best-found tuning parameters for the 'Xgemm' kernels.
+//
+// =================================================================================================
+
+namespace clblast {
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XgemmHalf = {
+ "Xgemm", Precision::kHalf, {
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"KWG",16}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",8}, {"MWG",32}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",64}, {"SA",0}, {"SB",0}, {"STRM",0}, {"STRN",0}, {"VWM",1}, {"VWN",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XgemmSingle = {
+ "Xgemm", Precision::kSingle, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"KWG",32}, {"KWI",2}, {"MDIMA",16}, {"MDIMC",16}, {"MWG",64}, {"NDIMB",8}, {"NDIMC",16}, {"NWG",128}, {"SA",0}, {"SB",0}, {"STRM",0}, {"STRN",0}, {"VWM",2}, {"VWN",8} } },
+ { "Hawaii", { {"KWG",16}, {"KWI",2}, {"MDIMA",16}, {"MDIMC",32}, {"MWG",128}, {"NDIMB",32}, {"NDIMC",8}, {"NWG",64}, {"SA",1}, {"SB",1}, {"STRM",1}, {"STRN",1}, {"VWM",4}, {"VWN",2} } },
+ { "Pitcairn", { {"KWG",16}, {"KWI",2}, {"MDIMA",16}, {"MDIMC",8}, {"MWG",32}, {"NDIMB",16}, {"NDIMC",16}, {"NWG",128}, {"SA",0}, {"SB",0}, {"STRM",1}, {"STRN",0}, {"VWM",1}, {"VWN",1} } },
+ { "Tahiti", { {"KWG",32}, {"KWI",2}, {"MDIMA",16}, {"MDIMC",32}, {"MWG",128}, {"NDIMB",16}, {"NDIMC",8}, {"NWG",64}, {"SA",0}, {"SB",0}, {"STRM",0}, {"STRN",0}, {"VWM",4}, {"VWN",1} } },
+ { "default", { {"KWG",16}, {"KWI",2}, {"MDIMA",16}, {"MDIMC",8}, {"MWG",32}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",64}, {"SA",0}, {"SB",0}, {"STRM",0}, {"STRN",0}, {"VWM",1}, {"VWN",1} } },
+ }
+ },
+ { // ARM GPUs
+ kDeviceTypeGPU, "ARM", {
+ { "Mali-T628", { {"KWG",16}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",8}, {"MWG",64}, {"NDIMB",8}, {"NDIMC",16}, {"NWG",16}, {"SA",0}, {"SB",0}, {"STRM",1}, {"STRN",1}, {"VWM",8}, {"VWN",1} } },
+ { "default", { {"KWG",16}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",8}, {"MWG",64}, {"NDIMB",8}, {"NDIMC",16}, {"NWG",16}, {"SA",0}, {"SB",0}, {"STRM",1}, {"STRN",1}, {"VWM",8}, {"VWN",1} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"KWG",32}, {"KWI",8}, {"MDIMA",32}, {"MDIMC",32}, {"MWG",64}, {"NDIMB",32}, {"NDIMC",16}, {"NWG",64}, {"SA",1}, {"SB",1}, {"STRM",1}, {"STRN",0}, {"VWM",2}, {"VWN",2} } },
+ { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"KWG",32}, {"KWI",2}, {"MDIMA",32}, {"MDIMC",8}, {"MWG",128}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",128}, {"SA",1}, {"SB",1}, {"STRM",1}, {"STRN",1}, {"VWM",2}, {"VWN",8} } },
+ { "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"KWG",32}, {"KWI",8}, {"MDIMA",16}, {"MDIMC",16}, {"MWG",64}, {"NDIMB",32}, {"NDIMC",32}, {"NWG",64}, {"SA",0}, {"SB",1}, {"STRM",1}, {"STRN",0}, {"VWM",1}, {"VWN",2} } },
+ { "default", { {"KWG",32}, {"KWI",2}, {"MDIMA",16}, {"MDIMC",8}, {"MWG",64}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",64}, {"SA",0}, {"SB",1}, {"STRM",1}, {"STRN",0}, {"VWM",1}, {"VWN",2} } },
+ }
+ },
+ { // Intel GPUs
+ kDeviceTypeGPU, "Intel", {
+ { "Intel(R) HD Graphics Skylake ULT GT2", { {"KWG",32}, {"KWI",8}, {"MDIMA",16}, {"MDIMC",16}, {"MWG",64}, {"NDIMB",16}, {"NDIMC",16}, {"NWG",128}, {"SA",0}, {"SB",0}, {"STRM",0}, {"STRN",1}, {"VWM",1}, {"VWN",8} } },
+ { "Iris", { {"KWG",16}, {"KWI",8}, {"MDIMA",16}, {"MDIMC",8}, {"MWG",128}, {"NDIMB",32}, {"NDIMC",16}, {"NWG",64}, {"SA",1}, {"SB",1}, {"STRM",1}, {"STRN",1}, {"VWM",4}, {"VWN",1} } },
+ { "Iris Pro", { {"KWG",32}, {"KWI",8}, {"MDIMA",16}, {"MDIMC",8}, {"MWG",64}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",64}, {"SA",1}, {"SB",0}, {"STRM",1}, {"STRN",0}, {"VWM",4}, {"VWN",4} } },
+ { "default", { {"KWG",16}, {"KWI",8}, {"MDIMA",16}, {"MDIMC",8}, {"MWG",64}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",64}, {"SA",0}, {"SB",0}, {"STRM",0}, {"STRN",0}, {"VWM",1}, {"VWN",1} } },
+ }
+ },
+ { // Intel accelerators
+ kDeviceTypeAccelerator, "Intel", {
+ { "Intel(R) Many Integrated Core Acceleration Card", { {"KWG",32}, {"KWI",2}, {"MDIMA",32}, {"MDIMC",32}, {"MWG",32}, {"NDIMB",32}, {"NDIMC",8}, {"NWG",128}, {"SA",0}, {"SB",0}, {"STRM",1}, {"STRN",0}, {"VWM",1}, {"VWN",4} } },
+ { "default", { {"KWG",32}, {"KWI",2}, {"MDIMA",32}, {"MDIMC",32}, {"MWG",32}, {"NDIMB",32}, {"NDIMC",8}, {"NWG",128}, {"SA",0}, {"SB",0}, {"STRM",1}, {"STRN",0}, {"VWM",1}, {"VWN",4} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"KWG",16}, {"KWI",2}, {"MDIMA",16}, {"MDIMC",8}, {"MWG",32}, {"NDIMB",8}, {"NDIMC",16}, {"NWG",64}, {"SA",1}, {"SB",1}, {"STRM",1}, {"STRN",1}, {"VWM",2}, {"VWN",4} } },
+ { "GeForce GTX 480", { {"KWG",16}, {"KWI",2}, {"MDIMA",16}, {"MDIMC",8}, {"MWG",64}, {"NDIMB",32}, {"NDIMC",16}, {"NWG",64}, {"SA",1}, {"SB",1}, {"STRM",1}, {"STRN",1}, {"VWM",2}, {"VWN",2} } },
+ { "GeForce GTX 680", { {"KWG",32}, {"KWI",8}, {"MDIMA",8}, {"MDIMC",16}, {"MWG",64}, {"NDIMB",32}, {"NDIMC",16}, {"NWG",128}, {"SA",1}, {"SB",1}, {"STRM",0}, {"STRN",0}, {"VWM",4}, {"VWN",2} } },
+ { "GeForce GTX 750 Ti", { {"KWG",16}, {"KWI",2}, {"MDIMA",32}, {"MDIMC",16}, {"MWG",128}, {"NDIMB",16}, {"NDIMC",8}, {"NWG",128}, {"SA",1}, {"SB",1}, {"STRM",1}, {"STRN",1}, {"VWM",4}, {"VWN",4} } },
+ { "GeForce GTX 980", { {"KWG",16}, {"KWI",2}, {"MDIMA",16}, {"MDIMC",16}, {"MWG",64}, {"NDIMB",16}, {"NDIMC",8}, {"NWG",128}, {"SA",1}, {"SB",1}, {"STRM",1}, {"STRN",0}, {"VWM",4}, {"VWN",8} } },
+ { "GeForce GTX TITAN", { {"KWG",16}, {"KWI",8}, {"MDIMA",32}, {"MDIMC",16}, {"MWG",64}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",64}, {"SA",1}, {"SB",1}, {"STRM",1}, {"STRN",0}, {"VWM",2}, {"VWN",2} } },
+ { "GeForce GTX TITAN X", { {"KWG",16}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",16}, {"MWG",128}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",128}, {"SA",1}, {"SB",1}, {"STRM",1}, {"STRN",1}, {"VWM",4}, {"VWN",8} } },
+ { "Tesla K20m", { {"KWG",16}, {"KWI",2}, {"MDIMA",32}, {"MDIMC",16}, {"MWG",64}, {"NDIMB",16}, {"NDIMC",8}, {"NWG",64}, {"SA",1}, {"SB",1}, {"STRM",1}, {"STRN",0}, {"VWM",2}, {"VWN",4} } },
+ { "Tesla K40m", { {"KWG",16}, {"KWI",8}, {"MDIMA",16}, {"MDIMC",8}, {"MWG",64}, {"NDIMB",16}, {"NDIMC",16}, {"NWG",128}, {"SA",1}, {"SB",1}, {"STRM",1}, {"STRN",0}, {"VWM",2}, {"VWN",4} } },
+ { "default", { {"KWG",16}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",8}, {"MWG",32}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",64}, {"SA",1}, {"SB",1}, {"STRM",0}, {"STRN",0}, {"VWM",2}, {"VWN",2} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"KWG",16}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",8}, {"MWG",32}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",64}, {"SA",0}, {"SB",0}, {"STRM",0}, {"STRN",0}, {"VWM",1}, {"VWN",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XgemmComplexSingle = {
+ "Xgemm", Precision::kComplexSingle, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"KWG",32}, {"KWI",2}, {"MDIMA",32}, {"MDIMC",32}, {"MWG",64}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",64}, {"SA",0}, {"SB",0}, {"STRM",1}, {"STRN",1}, {"VWM",2}, {"VWN",8} } },
+ { "Hawaii", { {"KWG",32}, {"KWI",2}, {"MDIMA",32}, {"MDIMC",8}, {"MWG",32}, {"NDIMB",8}, {"NDIMC",16}, {"NWG",32}, {"SA",1}, {"SB",0}, {"STRM",1}, {"STRN",0}, {"VWM",1}, {"VWN",1} } },
+ { "Pitcairn", { {"KWG",16}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",8}, {"MWG",32}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",32}, {"SA",0}, {"SB",1}, {"STRM",1}, {"STRN",1}, {"VWM",4}, {"VWN",2} } },
+ { "Tahiti", { {"KWG",16}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",8}, {"MWG",32}, {"NDIMB",8}, {"NDIMC",16}, {"NWG",32}, {"SA",1}, {"SB",0}, {"STRM",0}, {"STRN",1}, {"VWM",2}, {"VWN",1} } },
+ { "default", { {"KWG",16}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",8}, {"MWG",32}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",32}, {"SA",0}, {"SB",0}, {"STRM",0}, {"STRN",0}, {"VWM",1}, {"VWN",1} } },
+ }
+ },
+ { // ARM GPUs
+ kDeviceTypeGPU, "ARM", {
+ { "Mali-T628", { {"KWG",16}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",16}, {"MWG",128}, {"NDIMB",16}, {"NDIMC",8}, {"NWG",128}, {"SA",0}, {"SB",0}, {"STRM",0}, {"STRN",1}, {"VWM",8}, {"VWN",1} } },
+ { "default", { {"KWG",16}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",16}, {"MWG",128}, {"NDIMB",16}, {"NDIMC",8}, {"NWG",128}, {"SA",0}, {"SB",0}, {"STRM",0}, {"STRN",1}, {"VWM",8}, {"VWN",1} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"KWG",32}, {"KWI",2}, {"MDIMA",32}, {"MDIMC",16}, {"MWG",32}, {"NDIMB",16}, {"NDIMC",16}, {"NWG",64}, {"SA",0}, {"SB",1}, {"STRM",1}, {"STRN",0}, {"VWM",1}, {"VWN",2} } },
+ { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"KWG",32}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",8}, {"MWG",128}, {"NDIMB",16}, {"NDIMC",32}, {"NWG",128}, {"SA",0}, {"SB",0}, {"STRM",0}, {"STRN",0}, {"VWM",1}, {"VWN",4} } },
+ { "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"KWG",32}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",16}, {"MWG",16}, {"NDIMB",16}, {"NDIMC",16}, {"NWG",128}, {"SA",0}, {"SB",0}, {"STRM",1}, {"STRN",1}, {"VWM",1}, {"VWN",4} } },
+ { "default", { {"KWG",32}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",8}, {"MWG",16}, {"NDIMB",16}, {"NDIMC",16}, {"NWG",64}, {"SA",0}, {"SB",0}, {"STRM",0}, {"STRN",0}, {"VWM",1}, {"VWN",2} } },
+ }
+ },
+ { // Intel GPUs
+ kDeviceTypeGPU, "Intel", {
+ { "Intel(R) HD Graphics Skylake ULT GT2", { {"KWG",32}, {"KWI",8}, {"MDIMA",8}, {"MDIMC",8}, {"MWG",32}, {"NDIMB",32}, {"NDIMC",16}, {"NWG",32}, {"SA",1}, {"SB",0}, {"STRM",0}, {"STRN",1}, {"VWM",4}, {"VWN",1} } },
+ { "Iris", { {"KWG",32}, {"KWI",8}, {"MDIMA",32}, {"MDIMC",16}, {"MWG",64}, {"NDIMB",8}, {"NDIMC",16}, {"NWG",64}, {"SA",1}, {"SB",0}, {"STRM",1}, {"STRN",0}, {"VWM",1}, {"VWN",1} } },
+ { "Iris Pro", { {"KWG",16}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",8}, {"MWG",32}, {"NDIMB",32}, {"NDIMC",8}, {"NWG",32}, {"SA",1}, {"SB",1}, {"STRM",1}, {"STRN",1}, {"VWM",1}, {"VWN",1} } },
+ { "default", { {"KWG",16}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",8}, {"MWG",32}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",32}, {"SA",1}, {"SB",0}, {"STRM",0}, {"STRN",0}, {"VWM",1}, {"VWN",1} } },
+ }
+ },
+ { // Intel accelerators
+ kDeviceTypeAccelerator, "Intel", {
+ { "Intel(R) Many Integrated Core Acceleration Card", { {"KWG",32}, {"KWI",2}, {"MDIMA",32}, {"MDIMC",32}, {"MWG",32}, {"NDIMB",32}, {"NDIMC",16}, {"NWG",128}, {"SA",1}, {"SB",0}, {"STRM",0}, {"STRN",0}, {"VWM",1}, {"VWN",4} } },
+ { "default", { {"KWG",32}, {"KWI",2}, {"MDIMA",32}, {"MDIMC",32}, {"MWG",32}, {"NDIMB",32}, {"NDIMC",16}, {"NWG",128}, {"SA",1}, {"SB",0}, {"STRM",0}, {"STRN",0}, {"VWM",1}, {"VWN",4} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"KWG",16}, {"KWI",8}, {"MDIMA",32}, {"MDIMC",32}, {"MWG",64}, {"NDIMB",32}, {"NDIMC",16}, {"NWG",128}, {"SA",1}, {"SB",0}, {"STRM",1}, {"STRN",0}, {"VWM",1}, {"VWN",4} } },
+ { "GeForce GTX 480", { {"KWG",16}, {"KWI",2}, {"MDIMA",16}, {"MDIMC",16}, {"MWG",32}, {"NDIMB",32}, {"NDIMC",16}, {"NWG",128}, {"SA",0}, {"SB",1}, {"STRM",1}, {"STRN",1}, {"VWM",2}, {"VWN",2} } },
+ { "GeForce GTX 680", { {"KWG",16}, {"KWI",2}, {"MDIMA",32}, {"MDIMC",16}, {"MWG",64}, {"NDIMB",32}, {"NDIMC",32}, {"NWG",128}, {"SA",1}, {"SB",0}, {"STRM",0}, {"STRN",0}, {"VWM",2}, {"VWN",2} } },
+ { "GeForce GTX 750 Ti", { {"KWG",16}, {"KWI",2}, {"MDIMA",32}, {"MDIMC",8}, {"MWG",128}, {"NDIMB",16}, {"NDIMC",32}, {"NWG",128}, {"SA",1}, {"SB",1}, {"STRM",1}, {"STRN",0}, {"VWM",1}, {"VWN",4} } },
+ { "GeForce GTX 980", { {"KWG",32}, {"KWI",8}, {"MDIMA",32}, {"MDIMC",32}, {"MWG",64}, {"NDIMB",16}, {"NDIMC",16}, {"NWG",64}, {"SA",1}, {"SB",1}, {"STRM",1}, {"STRN",0}, {"VWM",2}, {"VWN",1} } },
+ { "GeForce GTX TITAN", { {"KWG",16}, {"KWI",8}, {"MDIMA",16}, {"MDIMC",16}, {"MWG",64}, {"NDIMB",32}, {"NDIMC",16}, {"NWG",64}, {"SA",1}, {"SB",1}, {"STRM",1}, {"STRN",0}, {"VWM",1}, {"VWN",1} } },
+ { "GeForce GTX TITAN X", { {"KWG",16}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",8}, {"MWG",64}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",32}, {"SA",1}, {"SB",0}, {"STRM",1}, {"STRN",1}, {"VWM",1}, {"VWN",4} } },
+ { "Tesla K20m", { {"KWG",32}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",16}, {"MWG",64}, {"NDIMB",8}, {"NDIMC",16}, {"NWG",64}, {"SA",1}, {"SB",0}, {"STRM",0}, {"STRN",0}, {"VWM",1}, {"VWN",4} } },
+ { "Tesla K40m", { {"KWG",16}, {"KWI",2}, {"MDIMA",32}, {"MDIMC",32}, {"MWG",32}, {"NDIMB",32}, {"NDIMC",8}, {"NWG",64}, {"SA",0}, {"SB",1}, {"STRM",0}, {"STRN",0}, {"VWM",1}, {"VWN",1} } },
+ { "default", { {"KWG",16}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",8}, {"MWG",32}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",32}, {"SA",0}, {"SB",0}, {"STRM",0}, {"STRN",0}, {"VWM",1}, {"VWN",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"KWG",16}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",8}, {"MWG",16}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",32}, {"SA",0}, {"SB",0}, {"STRM",0}, {"STRN",0}, {"VWM",1}, {"VWN",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XgemmDouble = {
+ "Xgemm", Precision::kDouble, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"KWG",32}, {"KWI",2}, {"MDIMA",32}, {"MDIMC",32}, {"MWG",64}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",64}, {"SA",0}, {"SB",0}, {"STRM",1}, {"STRN",1}, {"VWM",2}, {"VWN",8} } },
+ { "Hawaii", { {"KWG",16}, {"KWI",8}, {"MDIMA",32}, {"MDIMC",8}, {"MWG",128}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",32}, {"SA",0}, {"SB",1}, {"STRM",0}, {"STRN",0}, {"VWM",1}, {"VWN",4} } },
+ { "Pitcairn", { {"KWG",32}, {"KWI",2}, {"MDIMA",32}, {"MDIMC",16}, {"MWG",64}, {"NDIMB",8}, {"NDIMC",16}, {"NWG",32}, {"SA",0}, {"SB",0}, {"STRM",0}, {"STRN",0}, {"VWM",1}, {"VWN",2} } },
+ { "Tahiti", { {"KWG",32}, {"KWI",2}, {"MDIMA",16}, {"MDIMC",8}, {"MWG",16}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",32}, {"SA",0}, {"SB",0}, {"STRM",0}, {"STRN",1}, {"VWM",1}, {"VWN",4} } },
+ { "default", { {"KWG",16}, {"KWI",2}, {"MDIMA",16}, {"MDIMC",8}, {"MWG",16}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",32}, {"SA",0}, {"SB",0}, {"STRM",0}, {"STRN",0}, {"VWM",1}, {"VWN",2} } },
+ }
+ },
+ { // ARM GPUs
+ kDeviceTypeGPU, "ARM", {
+ { "Mali-T628", { {"KWG",32}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",8}, {"MWG",64}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",16}, {"SA",0}, {"SB",1}, {"STRM",1}, {"STRN",0}, {"VWM",8}, {"VWN",2} } },
+ { "default", { {"KWG",32}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",8}, {"MWG",64}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",16}, {"SA",0}, {"SB",1}, {"STRM",1}, {"STRN",0}, {"VWM",8}, {"VWN",2} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"KWG",32}, {"KWI",2}, {"MDIMA",32}, {"MDIMC",16}, {"MWG",128}, {"NDIMB",16}, {"NDIMC",16}, {"NWG",64}, {"SA",0}, {"SB",1}, {"STRM",1}, {"STRN",0}, {"VWM",1}, {"VWN",2} } },
+ { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"KWG",32}, {"KWI",2}, {"MDIMA",16}, {"MDIMC",8}, {"MWG",128}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",64}, {"SA",1}, {"SB",0}, {"STRM",0}, {"STRN",1}, {"VWM",2}, {"VWN",8} } },
+ { "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"KWG",32}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",16}, {"MWG",128}, {"NDIMB",16}, {"NDIMC",8}, {"NWG",128}, {"SA",0}, {"SB",0}, {"STRM",1}, {"STRN",1}, {"VWM",1}, {"VWN",8} } },
+ { "default", { {"KWG",32}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",8}, {"MWG",128}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",64}, {"SA",0}, {"SB",0}, {"STRM",0}, {"STRN",0}, {"VWM",1}, {"VWN",2} } },
+ }
+ },
+ { // Intel accelerators
+ kDeviceTypeAccelerator, "Intel", {
+ { "Intel(R) Many Integrated Core Acceleration Card", { {"KWG",32}, {"KWI",8}, {"MDIMA",8}, {"MDIMC",16}, {"MWG",16}, {"NDIMB",16}, {"NDIMC",16}, {"NWG",128}, {"SA",0}, {"SB",0}, {"STRM",1}, {"STRN",0}, {"VWM",1}, {"VWN",4} } },
+ { "default", { {"KWG",32}, {"KWI",8}, {"MDIMA",8}, {"MDIMC",16}, {"MWG",16}, {"NDIMB",16}, {"NDIMC",16}, {"NWG",128}, {"SA",0}, {"SB",0}, {"STRM",1}, {"STRN",0}, {"VWM",1}, {"VWN",4} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"KWG",16}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",8}, {"MWG",16}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",32}, {"SA",1}, {"SB",0}, {"STRM",0}, {"STRN",1}, {"VWM",2}, {"VWN",2} } },
+ { "GeForce GTX 480", { {"KWG",16}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",16}, {"MWG",32}, {"NDIMB",32}, {"NDIMC",8}, {"NWG",64}, {"SA",1}, {"SB",1}, {"STRM",1}, {"STRN",0}, {"VWM",1}, {"VWN",2} } },
+ { "GeForce GTX 680", { {"KWG",32}, {"KWI",8}, {"MDIMA",8}, {"MDIMC",8}, {"MWG",32}, {"NDIMB",16}, {"NDIMC",32}, {"NWG",128}, {"SA",1}, {"SB",0}, {"STRM",0}, {"STRN",1}, {"VWM",2}, {"VWN",4} } },
+ { "GeForce GTX 750 Ti", { {"KWG",16}, {"KWI",2}, {"MDIMA",16}, {"MDIMC",8}, {"MWG",32}, {"NDIMB",16}, {"NDIMC",32}, {"NWG",32}, {"SA",0}, {"SB",0}, {"STRM",1}, {"STRN",1}, {"VWM",2}, {"VWN",1} } },
+ { "GeForce GTX 980", { {"KWG",32}, {"KWI",8}, {"MDIMA",16}, {"MDIMC",8}, {"MWG",64}, {"NDIMB",32}, {"NDIMC",32}, {"NWG",128}, {"SA",0}, {"SB",0}, {"STRM",1}, {"STRN",0}, {"VWM",2}, {"VWN",4} } },
+ { "GeForce GTX TITAN", { {"KWG",16}, {"KWI",8}, {"MDIMA",16}, {"MDIMC",8}, {"MWG",32}, {"NDIMB",16}, {"NDIMC",32}, {"NWG",128}, {"SA",1}, {"SB",1}, {"STRM",1}, {"STRN",1}, {"VWM",2}, {"VWN",2} } },
+ { "GeForce GTX TITAN X", { {"KWG",16}, {"KWI",8}, {"MDIMA",16}, {"MDIMC",16}, {"MWG",16}, {"NDIMB",16}, {"NDIMC",16}, {"NWG",16}, {"SA",0}, {"SB",0}, {"STRM",0}, {"STRN",0}, {"VWM",1}, {"VWN",1} } },
+ { "Tesla K20m", { {"KWG",16}, {"KWI",2}, {"MDIMA",32}, {"MDIMC",8}, {"MWG",32}, {"NDIMB",16}, {"NDIMC",16}, {"NWG",64}, {"SA",1}, {"SB",0}, {"STRM",0}, {"STRN",0}, {"VWM",1}, {"VWN",1} } },
+ { "Tesla K40m", { {"KWG",32}, {"KWI",2}, {"MDIMA",16}, {"MDIMC",8}, {"MWG",64}, {"NDIMB",16}, {"NDIMC",32}, {"NWG",128}, {"SA",1}, {"SB",0}, {"STRM",1}, {"STRN",1}, {"VWM",2}, {"VWN",4} } },
+ { "default", { {"KWG",16}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",8}, {"MWG",16}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",16}, {"SA",0}, {"SB",0}, {"STRM",0}, {"STRN",0}, {"VWM",1}, {"VWN",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"KWG",16}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",8}, {"MWG",16}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",16}, {"SA",0}, {"SB",0}, {"STRM",0}, {"STRN",0}, {"VWM",1}, {"VWN",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XgemmComplexDouble = {
+ "Xgemm", Precision::kComplexDouble, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"KWG",32}, {"KWI",8}, {"MDIMA",8}, {"MDIMC",16}, {"MWG",32}, {"NDIMB",16}, {"NDIMC",16}, {"NWG",32}, {"SA",0}, {"SB",0}, {"STRM",1}, {"STRN",1}, {"VWM",2}, {"VWN",2} } },
+ { "Hawaii", { {"KWG",16}, {"KWI",2}, {"MDIMA",16}, {"MDIMC",16}, {"MWG",16}, {"NDIMB",16}, {"NDIMC",16}, {"NWG",32}, {"SA",1}, {"SB",0}, {"STRM",0}, {"STRN",0}, {"VWM",1}, {"VWN",2} } },
+ { "Pitcairn", { {"KWG",32}, {"KWI",2}, {"MDIMA",16}, {"MDIMC",8}, {"MWG",32}, {"NDIMB",8}, {"NDIMC",32}, {"NWG",32}, {"SA",0}, {"SB",1}, {"STRM",1}, {"STRN",0}, {"VWM",1}, {"VWN",1} } },
+ { "Tahiti", { {"KWG",16}, {"KWI",2}, {"MDIMA",16}, {"MDIMC",8}, {"MWG",16}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",16}, {"SA",0}, {"SB",0}, {"STRM",1}, {"STRN",0}, {"VWM",1}, {"VWN",1} } },
+ { "default", { {"KWG",16}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",8}, {"MWG",16}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",16}, {"SA",0}, {"SB",0}, {"STRM",0}, {"STRN",0}, {"VWM",1}, {"VWN",1} } },
+ }
+ },
+ { // ARM GPUs
+ kDeviceTypeGPU, "ARM", {
+ { "Mali-T628", { {"KWG",16}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",8}, {"MWG",64}, {"NDIMB",32}, {"NDIMC",8}, {"NWG",64}, {"SA",0}, {"SB",0}, {"STRM",1}, {"STRN",0}, {"VWM",8}, {"VWN",1} } },
+ { "default", { {"KWG",16}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",8}, {"MWG",64}, {"NDIMB",32}, {"NDIMC",8}, {"NWG",64}, {"SA",0}, {"SB",0}, {"STRM",1}, {"STRN",0}, {"VWM",8}, {"VWN",1} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"KWG",32}, {"KWI",2}, {"MDIMA",16}, {"MDIMC",32}, {"MWG",128}, {"NDIMB",16}, {"NDIMC",16}, {"NWG",64}, {"SA",0}, {"SB",1}, {"STRM",0}, {"STRN",0}, {"VWM",2}, {"VWN",4} } },
+ { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"KWG",32}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",8}, {"MWG",128}, {"NDIMB",8}, {"NDIMC",16}, {"NWG",128}, {"SA",0}, {"SB",0}, {"STRM",0}, {"STRN",1}, {"VWM",1}, {"VWN",8} } },
+ { "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"KWG",32}, {"KWI",8}, {"MDIMA",8}, {"MDIMC",32}, {"MWG",32}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",32}, {"SA",0}, {"SB",1}, {"STRM",0}, {"STRN",0}, {"VWM",1}, {"VWN",2} } },
+ { "default", { {"KWG",32}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",8}, {"MWG",32}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",32}, {"SA",0}, {"SB",0}, {"STRM",0}, {"STRN",0}, {"VWM",1}, {"VWN",2} } },
+ }
+ },
+ { // Intel accelerators
+ kDeviceTypeAccelerator, "Intel", {
+ { "Intel(R) Many Integrated Core Acceleration Card", { {"KWG",32}, {"KWI",2}, {"MDIMA",16}, {"MDIMC",16}, {"MWG",16}, {"NDIMB",16}, {"NDIMC",8}, {"NWG",32}, {"SA",0}, {"SB",0}, {"STRM",1}, {"STRN",0}, {"VWM",1}, {"VWN",1} } },
+ { "default", { {"KWG",32}, {"KWI",2}, {"MDIMA",16}, {"MDIMC",16}, {"MWG",16}, {"NDIMB",16}, {"NDIMC",8}, {"NWG",32}, {"SA",0}, {"SB",0}, {"STRM",1}, {"STRN",0}, {"VWM",1}, {"VWN",1} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"KWG",32}, {"KWI",8}, {"MDIMA",16}, {"MDIMC",16}, {"MWG",16}, {"NDIMB",8}, {"NDIMC",16}, {"NWG",64}, {"SA",1}, {"SB",0}, {"STRM",1}, {"STRN",1}, {"VWM",1}, {"VWN",1} } },
+ { "GeForce GTX 480", { {"KWG",16}, {"KWI",2}, {"MDIMA",32}, {"MDIMC",32}, {"MWG",32}, {"NDIMB",32}, {"NDIMC",8}, {"NWG",32}, {"SA",0}, {"SB",0}, {"STRM",1}, {"STRN",0}, {"VWM",1}, {"VWN",1} } },
+ { "GeForce GTX 680", { {"KWG",16}, {"KWI",8}, {"MDIMA",16}, {"MDIMC",8}, {"MWG",64}, {"NDIMB",16}, {"NDIMC",32}, {"NWG",32}, {"SA",0}, {"SB",1}, {"STRM",1}, {"STRN",0}, {"VWM",1}, {"VWN",1} } },
+ { "GeForce GTX 750 Ti", { {"KWG",16}, {"KWI",2}, {"MDIMA",16}, {"MDIMC",16}, {"MWG",16}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",32}, {"SA",0}, {"SB",0}, {"STRM",0}, {"STRN",0}, {"VWM",1}, {"VWN",4} } },
+ { "GeForce GTX 980", { {"KWG",16}, {"KWI",2}, {"MDIMA",16}, {"MDIMC",8}, {"MWG",32}, {"NDIMB",8}, {"NDIMC",16}, {"NWG",128}, {"SA",0}, {"SB",0}, {"STRM",1}, {"STRN",1}, {"VWM",2}, {"VWN",2} } },
+ { "GeForce GTX TITAN X", { {"KWG",32}, {"KWI",8}, {"MDIMA",16}, {"MDIMC",16}, {"MWG",128}, {"NDIMB",16}, {"NDIMC",16}, {"NWG",32}, {"SA",0}, {"SB",0}, {"STRM",1}, {"STRN",0}, {"VWM",1}, {"VWN",1} } },
+ { "Tesla K20m", { {"KWG",32}, {"KWI",2}, {"MDIMA",32}, {"MDIMC",8}, {"MWG",32}, {"NDIMB",16}, {"NDIMC",16}, {"NWG",64}, {"SA",0}, {"SB",0}, {"STRM",1}, {"STRN",0}, {"VWM",1}, {"VWN",1} } },
+ { "Tesla K40m", { {"KWG",16}, {"KWI",8}, {"MDIMA",8}, {"MDIMC",8}, {"MWG",32}, {"NDIMB",32}, {"NDIMC",16}, {"NWG",32}, {"SA",0}, {"SB",0}, {"STRM",1}, {"STRN",0}, {"VWM",1}, {"VWN",1} } },
+ { "default", { {"KWG",16}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",8}, {"MWG",16}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",32}, {"SA",0}, {"SB",0}, {"STRM",0}, {"STRN",0}, {"VWM",1}, {"VWN",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"KWG",16}, {"KWI",2}, {"MDIMA",8}, {"MDIMC",8}, {"MWG",16}, {"NDIMB",8}, {"NDIMC",8}, {"NWG",16}, {"SA",0}, {"SB",0}, {"STRM",0}, {"STRN",0}, {"VWM",1}, {"VWN",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+} // namespace clblast
diff --git a/src/database/kernels/xgemv.hpp b/src/database/kernels/xgemv.hpp
new file mode 100644
index 00000000..6b76c8ac
--- /dev/null
+++ b/src/database/kernels/xgemv.hpp
@@ -0,0 +1,231 @@
+
+// =================================================================================================
+// 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):
+// Database generator <database.py>
+//
+// This file populates the database with best-found tuning parameters for the 'Xgemv' kernels.
+//
+// =================================================================================================
+
+namespace clblast {
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XgemvHalf = {
+ "Xgemv", Precision::kHalf, {
+ { // Intel GPUs
+ kDeviceTypeGPU, "Intel", {
+ { "Intel(R) HD Graphics Skylake ULT GT2", { {"WGS1",128}, {"WPT1",1}, {"VW2",2}, {"WGS2",128}, {"WPT2",2}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ { "default", { {"WGS1",128}, {"WPT1",1}, {"VW2",2}, {"WGS2",128}, {"WPT2",2}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"WGS1",128}, {"WPT1",1}, {"VW2",2}, {"WGS2",128}, {"WPT2",2}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XgemvSingle = {
+ "Xgemv", Precision::kSingle, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"WGS1",128}, {"WPT1",1}, {"VW2",1}, {"WGS2",128}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ { "Hawaii", { {"WGS1",128}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ { "Pitcairn", { {"WGS1",256}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ { "Tahiti", { {"WGS1",256}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ { "default", { {"WGS1",128}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"WGS1",64}, {"WPT1",1}, {"VW2",4}, {"WGS2",128}, {"WPT2",4}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"WGS1",64}, {"WPT1",4}, {"VW2",1}, {"WGS2",64}, {"WPT2",4}, {"VW3",2}, {"WGS3",64}, {"WPT3",4} } },
+ { "default", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",4}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ }
+ },
+ { // Intel GPUs
+ kDeviceTypeGPU, "Intel", {
+ { "Intel(R) HD Graphics Skylake ULT GT2", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",256}, {"WPT2",1}, {"VW3",4}, {"WGS3",64}, {"WPT3",4} } },
+ { "Iris", { {"WGS1",64}, {"WPT1",2}, {"VW2",1}, {"WGS2",128}, {"WPT2",2}, {"VW3",4}, {"WGS3",64}, {"WPT3",8} } },
+ { "Iris Pro", { {"WGS1",256}, {"WPT1",2}, {"VW2",1}, {"WGS2",128}, {"WPT2",2}, {"VW3",4}, {"WGS3",64}, {"WPT3",4} } },
+ { "default", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",128}, {"WPT2",1}, {"VW3",4}, {"WGS3",64}, {"WPT3",4} } },
+ }
+ },
+ { // Intel accelerators
+ kDeviceTypeAccelerator, "Intel", {
+ { "Intel(R) Many Integrated Core Acceleration Card", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ { "default", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"WGS1",256}, {"WPT1",1}, {"VW2",2}, {"WGS2",256}, {"WPT2",2}, {"VW3",2}, {"WGS3",64}, {"WPT3",2} } },
+ { "GeForce GTX 480", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",128}, {"WPT2",1}, {"VW3",2}, {"WGS3",64}, {"WPT3",2} } },
+ { "GeForce GTX 680", { {"WGS1",256}, {"WPT1",1}, {"VW2",1}, {"WGS2",128}, {"WPT2",1}, {"VW3",2}, {"WGS3",128}, {"WPT3",2} } },
+ { "GeForce GTX 750 Ti", { {"WGS1",256}, {"WPT1",1}, {"VW2",1}, {"WGS2",256}, {"WPT2",1}, {"VW3",4}, {"WGS3",128}, {"WPT3",4} } },
+ { "GeForce GTX 980", { {"WGS1",128}, {"WPT1",1}, {"VW2",1}, {"WGS2",256}, {"WPT2",1}, {"VW3",1}, {"WGS3",128}, {"WPT3",1} } },
+ { "GeForce GTX TITAN", { {"WGS1",256}, {"WPT1",1}, {"VW2",1}, {"WGS2",256}, {"WPT2",1}, {"VW3",1}, {"WGS3",256}, {"WPT3",1} } },
+ { "GeForce GTX TITAN X", { {"WGS1",256}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",128}, {"WPT3",1} } },
+ { "Tesla K20m", { {"WGS1",128}, {"WPT1",1}, {"VW2",1}, {"WGS2",256}, {"WPT2",1}, {"VW3",1}, {"WGS3",256}, {"WPT3",1} } },
+ { "Tesla K40m", { {"WGS1",256}, {"WPT1",1}, {"VW2",1}, {"WGS2",256}, {"WPT2",1}, {"VW3",1}, {"WGS3",128}, {"WPT3",1} } },
+ { "default", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XgemvComplexSingle = {
+ "Xgemv", Precision::kComplexSingle, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"WGS1",64}, {"WPT1",1}, {"VW2",2}, {"WGS2",256}, {"WPT2",2}, {"VW3",1}, {"WGS3",128}, {"WPT3",1} } },
+ { "Hawaii", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ { "Pitcairn", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",2}, {"WGS3",64}, {"WPT3",2} } },
+ { "Tahiti", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",128}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ { "default", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"WGS1",128}, {"WPT1",1}, {"VW2",1}, {"WGS2",128}, {"WPT2",2}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"WGS1",64}, {"WPT1",4}, {"VW2",4}, {"WGS2",64}, {"WPT2",4}, {"VW3",2}, {"WGS3",64}, {"WPT3",2} } },
+ { "default", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",2}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ }
+ },
+ { // Intel GPUs
+ kDeviceTypeGPU, "Intel", {
+ { "Intel(R) HD Graphics Skylake ULT GT2", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",4}, {"WGS3",64}, {"WPT3",4} } },
+ { "Iris", { {"WGS1",256}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ { "Iris Pro", { {"WGS1",64}, {"WPT1",1}, {"VW2",4}, {"WGS2",128}, {"WPT2",4}, {"VW3",2}, {"WGS3",64}, {"WPT3",2} } },
+ { "default", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ }
+ },
+ { // Intel accelerators
+ kDeviceTypeAccelerator, "Intel", {
+ { "Intel(R) Many Integrated Core Acceleration Card", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ { "default", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"WGS1",256}, {"WPT1",1}, {"VW2",1}, {"WGS2",256}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ { "GeForce GTX 480", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ { "GeForce GTX 680", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ { "GeForce GTX 750 Ti", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+ { "GeForce GTX TITAN", { {"WGS1",256}, {"WPT1",1} } },
+ { "default", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XgemvDouble = {
+ "Xgemv", Precision::kDouble, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",256}, {"WPT2",1}, {"VW3",1}, {"WGS3",128}, {"WPT3",1} } },
+ { "Hawaii", { {"WGS1",128}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ { "Pitcairn", { {"WGS1",256}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",2}, {"WGS3",64}, {"WPT3",2} } },
+ { "Tahiti", { {"WGS1",256}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",2}, {"WGS3",64}, {"WPT3",2} } },
+ { "default", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"WGS1",64}, {"WPT1",2}, {"VW2",4}, {"WGS2",128}, {"WPT2",4}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"WGS1",64}, {"WPT1",4}, {"VW2",1}, {"WGS2",64}, {"WPT2",4}, {"VW3",1}, {"WGS3",64}, {"WPT3",2} } },
+ { "default", { {"WGS1",64}, {"WPT1",2}, {"VW2",1}, {"WGS2",64}, {"WPT2",4}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ }
+ },
+ { // Intel accelerators
+ kDeviceTypeAccelerator, "Intel", {
+ { "Intel(R) Many Integrated Core Acceleration Card", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ { "default", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"WGS1",128}, {"WPT1",1}, {"VW2",1}, {"WGS2",256}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ { "GeForce GTX 480", { {"WGS1",256}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ { "GeForce GTX 680", { {"WGS1",128}, {"WPT1",1}, {"VW2",1}, {"WGS2",128}, {"WPT2",1}, {"VW3",2}, {"WGS3",128}, {"WPT3",2} } },
+ { "GeForce GTX 750 Ti", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",256}, {"WPT2",1}, {"VW3",2}, {"WGS3",256}, {"WPT3",2} } },
+ { "GeForce GTX 980", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ { "GeForce GTX TITAN", { {"WGS1",256}, {"WPT1",1}, {"VW2",1}, {"WGS2",256}, {"WPT2",1}, {"VW3",1}, {"WGS3",256}, {"WPT3",1} } },
+ { "GeForce GTX TITAN X", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",128}, {"WPT2",1}, {"VW3",1}, {"WGS3",128}, {"WPT3",1} } },
+ { "Tesla K20m", { {"WGS1",256}, {"WPT1",1}, {"VW2",1}, {"WGS2",128}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ { "Tesla K40m", { {"WGS1",256}, {"WPT1",1}, {"VW2",1}, {"WGS2",256}, {"WPT2",1}, {"VW3",1}, {"WGS3",256}, {"WPT3",1} } },
+ { "default", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XgemvComplexDouble = {
+ "Xgemv", Precision::kComplexDouble, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",256}, {"WPT2",1}, {"VW3",1}, {"WGS3",128}, {"WPT3",1} } },
+ { "Hawaii", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ { "Pitcairn", { {"WGS1",256}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ { "Tahiti", { {"WGS1",256}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ { "default", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"WGS1",64}, {"WPT1",1}, {"VW2",2}, {"WGS2",64}, {"WPT2",4}, {"VW3",1}, {"WGS3",256}, {"WPT3",1} } },
+ { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"WGS1",64}, {"WPT1",4}, {"VW2",4}, {"WGS2",64}, {"WPT2",4}, {"VW3",2}, {"WGS3",256}, {"WPT3",2} } },
+ { "default", { {"WGS1",64}, {"WPT1",1}, {"VW2",2}, {"WGS2",64}, {"WPT2",4}, {"VW3",1}, {"WGS3",256}, {"WPT3",1} } },
+ }
+ },
+ { // Intel accelerators
+ kDeviceTypeAccelerator, "Intel", {
+ { "Intel(R) Many Integrated Core Acceleration Card", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ { "default", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"WGS1",128}, {"WPT1",1}, {"VW2",1}, {"WGS2",128}, {"WPT2",1}, {"VW3",1}, {"WGS3",256}, {"WPT3",1} } },
+ { "GeForce GTX 480", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ { "default", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+} // namespace clblast
diff --git a/src/database/kernels/xger.hpp b/src/database/kernels/xger.hpp
new file mode 100644
index 00000000..f2e0a36f
--- /dev/null
+++ b/src/database/kernels/xger.hpp
@@ -0,0 +1,220 @@
+
+// =================================================================================================
+// 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):
+// Database generator <database.py>
+//
+// This file populates the database with best-found tuning parameters for the 'Xger' kernels.
+//
+// =================================================================================================
+
+namespace clblast {
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XgerHalf = {
+ "Xger", Precision::kHalf, {
+ { // Intel GPUs
+ kDeviceTypeGPU, "Intel", {
+ { "Intel(R) HD Graphics Skylake ULT GT2", { {"WGS1",64}, {"WGS2",1}, {"WPT",1} } },
+ { "default", { {"WGS1",64}, {"WGS2",1}, {"WPT",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"WGS1",64}, {"WGS2",1}, {"WPT",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XgerSingle = {
+ "Xger", Precision::kSingle, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"WGS1",256}, {"WGS2",1}, {"WPT",1} } },
+ { "Hawaii", { {"WGS1",64}, {"WGS2",2}, {"WPT",1} } },
+ { "Pitcairn", { {"WGS1",64}, {"WGS2",1}, {"WPT",1} } },
+ { "Tahiti", { {"WGS1",256}, {"WGS2",1}, {"WPT",1} } },
+ { "default", { {"WGS1",64}, {"WGS2",1}, {"WPT",1} } },
+ }
+ },
+ { // ARM GPUs
+ kDeviceTypeGPU, "ARM", {
+ { "Mali-T628", { {"WGS1",64}, {"WGS2",4}, {"WPT",4} } },
+ { "default", { {"WGS1",64}, {"WGS2",4}, {"WPT",4} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"WGS1",128}, {"WGS2",2}, {"WPT",4} } },
+ { "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"WGS1",128}, {"WGS2",1}, {"WPT",4} } },
+ { "default", { {"WGS1",128}, {"WGS2",1}, {"WPT",4} } },
+ }
+ },
+ { // Intel GPUs
+ kDeviceTypeGPU, "Intel", {
+ { "Intel(R) HD Graphics Skylake ULT GT2", { {"WGS1",8}, {"WGS2",8}, {"WPT",4} } },
+ { "Iris Pro", { {"WGS1",64}, {"WGS2",1}, {"WPT",4} } },
+ { "default", { {"WGS1",8}, {"WGS2",1}, {"WPT",4} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"WGS1",128}, {"WGS2",1}, {"WPT",2} } },
+ { "GeForce GTX 480", { {"WGS1",256}, {"WGS2",1}, {"WPT",4} } },
+ { "GeForce GTX 680", { {"WGS1",128}, {"WGS2",1}, {"WPT",4} } },
+ { "GeForce GTX TITAN", { {"WGS1",32}, {"WGS2",4}, {"WPT",2} } },
+ { "default", { {"WGS1",32}, {"WGS2",1}, {"WPT",2} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"WGS1",8}, {"WGS2",1}, {"WPT",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XgerComplexSingle = {
+ "Xger", Precision::kComplexSingle, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"WGS1",64}, {"WGS2",4}, {"WPT",1} } },
+ { "Hawaii", { {"WGS1",64}, {"WGS2",1}, {"WPT",2} } },
+ { "Pitcairn", { {"WGS1",128}, {"WGS2",2}, {"WPT",1} } },
+ { "Tahiti", { {"WGS1",64}, {"WGS2",2}, {"WPT",1} } },
+ { "default", { {"WGS1",64}, {"WGS2",1}, {"WPT",1} } },
+ }
+ },
+ { // ARM GPUs
+ kDeviceTypeGPU, "ARM", {
+ { "Mali-T628", { {"WGS1",128}, {"WGS2",1}, {"WPT",1} } },
+ { "default", { {"WGS1",128}, {"WGS2",1}, {"WPT",1} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"WGS1",256}, {"WGS2",1}, {"WPT",4} } },
+ { "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"WGS1",512}, {"WGS2",4}, {"WPT",2} } },
+ { "default", { {"WGS1",256}, {"WGS2",1}, {"WPT",2} } },
+ }
+ },
+ { // Intel GPUs
+ kDeviceTypeGPU, "Intel", {
+ { "Intel(R) HD Graphics Skylake ULT GT2", { {"WGS1",128}, {"WGS2",4}, {"WPT",2} } },
+ { "Iris Pro", { {"WGS1",16}, {"WGS2",2}, {"WPT",4} } },
+ { "default", { {"WGS1",16}, {"WGS2",2}, {"WPT",2} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"WGS1",64}, {"WGS2",4}, {"WPT",2} } },
+ { "GeForce GTX 480", { {"WGS1",128}, {"WGS2",2}, {"WPT",2} } },
+ { "GeForce GTX 680", { {"WGS1",32}, {"WGS2",4}, {"WPT",2} } },
+ { "GeForce GTX TITAN", { {"WGS1",16}, {"WGS2",16}, {"WPT",2} } },
+ { "default", { {"WGS1",16}, {"WGS2",2}, {"WPT",2} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"WGS1",16}, {"WGS2",1}, {"WPT",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XgerDouble = {
+ "Xger", Precision::kDouble, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"WGS1",32}, {"WGS2",4}, {"WPT",1} } },
+ { "Hawaii", { {"WGS1",32}, {"WGS2",4}, {"WPT",2} } },
+ { "Pitcairn", { {"WGS1",64}, {"WGS2",1}, {"WPT",1} } },
+ { "Tahiti", { {"WGS1",64}, {"WGS2",2}, {"WPT",1} } },
+ { "default", { {"WGS1",32}, {"WGS2",1}, {"WPT",1} } },
+ }
+ },
+ { // ARM GPUs
+ kDeviceTypeGPU, "ARM", {
+ { "Mali-T628", { {"WGS1",64}, {"WGS2",4}, {"WPT",1} } },
+ { "default", { {"WGS1",64}, {"WGS2",4}, {"WPT",1} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"WGS1",512}, {"WGS2",16}, {"WPT",1} } },
+ { "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"WGS1",512}, {"WGS2",8}, {"WPT",2} } },
+ { "default", { {"WGS1",512}, {"WGS2",8}, {"WPT",1} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"WGS1",128}, {"WGS2",8}, {"WPT",2} } },
+ { "GeForce GTX 480", { {"WGS1",32}, {"WGS2",4}, {"WPT",2} } },
+ { "GeForce GTX 680", { {"WGS1",128}, {"WGS2",4}, {"WPT",2} } },
+ { "GeForce GTX TITAN", { {"WGS1",16}, {"WGS2",8}, {"WPT",2} } },
+ { "default", { {"WGS1",16}, {"WGS2",4}, {"WPT",2} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"WGS1",16}, {"WGS2",1}, {"WPT",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XgerComplexDouble = {
+ "Xger", Precision::kComplexDouble, {
+ { // AMD GPUs
+ kDeviceTypeGPU, "AMD", {
+ { "AMD Radeon R9 M370X Compute Engine", { {"WGS1",64}, {"WGS2",1}, {"WPT",1} } },
+ { "Hawaii", { {"WGS1",128}, {"WGS2",1}, {"WPT",1} } },
+ { "Pitcairn", { {"WGS1",64}, {"WGS2",4}, {"WPT",1} } },
+ { "Tahiti", { {"WGS1",32}, {"WGS2",4}, {"WPT",1} } },
+ { "default", { {"WGS1",32}, {"WGS2",1}, {"WPT",1} } },
+ }
+ },
+ { // ARM GPUs
+ kDeviceTypeGPU, "ARM", {
+ { "Mali-T628", { {"WGS1",64}, {"WGS2",2}, {"WPT",4} } },
+ { "default", { {"WGS1",64}, {"WGS2",2}, {"WPT",4} } },
+ }
+ },
+ { // Intel CPUs
+ kDeviceTypeCPU, "Intel", {
+ { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"WGS1",512}, {"WGS2",4}, {"WPT",2} } },
+ { "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"WGS1",256}, {"WGS2",1}, {"WPT",2} } },
+ { "default", { {"WGS1",256}, {"WGS2",1}, {"WPT",2} } },
+ }
+ },
+ { // NVIDIA GPUs
+ kDeviceTypeGPU, "NVIDIA", {
+ { "GRID K520", { {"WGS1",16}, {"WGS2",8}, {"WPT",2} } },
+ { "GeForce GTX 480", { {"WGS1",64}, {"WGS2",2}, {"WPT",2} } },
+ { "GeForce GTX 680", { {"WGS1",8}, {"WGS2",16}, {"WPT",1} } },
+ { "GeForce GTX TITAN", { {"WGS1",32}, {"WGS2",4}, {"WPT",2} } },
+ { "default", { {"WGS1",8}, {"WGS2",2}, {"WPT",1} } },
+ }
+ },
+ { // Default
+ kDeviceTypeAll, "default", {
+ { "default", { {"WGS1",8}, {"WGS2",1}, {"WPT",1} } },
+ }
+ },
+ }
+};
+
+// =================================================================================================
+} // namespace clblast
generated by cgit v1.2.3 (git 2.39.1) at 2024-07-18 06:21:52 +0000