Moved the XgemvFast and XgemvFastRot tuning database into a separate file

4 files changed, 592 insertions, 112 deletions

diff --git a/src/database/kernels/xgemm.hpp b/src/database/kernels/xgemm.hpp
index 736f2695..61b7ff05 100644
--- a/src/database/kernels/xgemm.hpp
+++ b/src/database/kernels/xgemm.hpp
@@ -14,18 +14,6 @@
 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
diff --git a/src/database/kernels/xgemv.hpp b/src/database/kernels/xgemv.hpp
index 3aa1863f..6d680b06 100644
--- a/src/database/kernels/xgemv.hpp
+++ b/src/database/kernels/xgemv.hpp
@@ -18,13 +18,13 @@ 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} } },
+        { "Intel(R) HD Graphics Skylake ULT GT2",            { {"WGS1",128}, {"WPT1",1} } },
+        { "default",                                         { {"WGS1",128}, {"WPT1",1} } },
       }
     },
     { // Default
       kDeviceTypeAll, "default", {
-        { "default",                                         { {"WGS1",128}, {"WPT1",1}, {"VW2",2}, {"WGS2",128}, {"WPT2",2}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "default",                                         { {"WGS1",128}, {"WPT1",1} } },
       }
     },
   }
@@ -36,57 +36,57 @@ 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",8}, {"WGS3",16}, {"WPT3",16} } },
-        { "Hawaii",                                          { {"WGS1",128}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
-        { "Oland",                                           { {"WGS1",128}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",4}, {"WGS3",256}, {"WPT3",4} } },
-        { "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} } },
+        { "AMD Radeon R9 M370X Compute Engine",              { {"WGS1",128}, {"WPT1",1} } },
+        { "Hawaii",                                          { {"WGS1",128}, {"WPT1",1} } },
+        { "Oland",                                           { {"WGS1",128}, {"WPT1",1} } },
+        { "Pitcairn",                                        { {"WGS1",256}, {"WPT1",1} } },
+        { "Tahiti",                                          { {"WGS1",256}, {"WPT1",1} } },
+        { "default",                                         { {"WGS1",128}, {"WPT1",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(R) Core(TM) i5-6200U CPU @ 2.30GHz",        { {"WGS1",64}, {"WPT1",1} } },
+        { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz",         { {"WGS1",64}, {"WPT1",4} } },
+        { "default",                                         { {"WGS1",64}, {"WPT1",1} } },
       }
     },
     { // Intel GPUs
       kDeviceTypeGPU, "Intel", {
-        { "Intel(R) HD Graphics 530",                        { {"WGS1",256}, {"WPT1",1}, {"VW2",1}, {"WGS2",256}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
-        { "Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile", { {"WGS1",256}, {"WPT1",1}, {"VW2",4}, {"WGS2",128}, {"WPT2",4}, {"VW3",4}, {"WGS3",256}, {"WPT3",4} } },
-        { "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",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "Intel(R) HD Graphics 530",                        { {"WGS1",256}, {"WPT1",1} } },
+        { "Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile", { {"WGS1",256}, {"WPT1",1} } },
+        { "Intel(R) HD Graphics Skylake ULT GT2",            { {"WGS1",64}, {"WPT1",1} } },
+        { "Iris",                                            { {"WGS1",64}, {"WPT1",2} } },
+        { "Iris Pro",                                        { {"WGS1",256}, {"WPT1",2} } },
+        { "default",                                         { {"WGS1",64}, {"WPT1",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} } },
+        { "Intel(R) Many Integrated Core Acceleration Card", { {"WGS1",64}, {"WPT1",1} } },
+        { "default",                                         { {"WGS1",64}, {"WPT1",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 1070",                                { {"WGS1",128}, {"WPT1",1}, {"VW2",1}, {"WGS2",256}, {"WPT2",1}, {"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 670",                                 { {"WGS1",64}, {"WPT1",1}, {"VW2",2}, {"WGS2",256}, {"WPT2",2}, {"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",                                 { {"WGS1",256}, {"WPT1",1}, {"VW2",1}, {"WGS2",256}, {"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} } },
+        { "GRID K520",                                       { {"WGS1",256}, {"WPT1",1} } },
+        { "GeForce GTX 1070",                                { {"WGS1",128}, {"WPT1",1} } },
+        { "GeForce GTX 480",                                 { {"WGS1",64}, {"WPT1",1} } },
+        { "GeForce GTX 670",                                 { {"WGS1",64}, {"WPT1",1} } },
+        { "GeForce GTX 680",                                 { {"WGS1",256}, {"WPT1",1} } },
+        { "GeForce GTX 750",                                 { {"WGS1",256}, {"WPT1",1} } },
+        { "GeForce GTX 750 Ti",                              { {"WGS1",256}, {"WPT1",1} } },
+        { "GeForce GTX 980",                                 { {"WGS1",128}, {"WPT1",1} } },
+        { "GeForce GTX TITAN",                               { {"WGS1",256}, {"WPT1",1} } },
+        { "GeForce GTX TITAN X",                             { {"WGS1",256}, {"WPT1",1} } },
+        { "Tesla K20m",                                      { {"WGS1",128}, {"WPT1",1} } },
+        { "Tesla K40m",                                      { {"WGS1",256}, {"WPT1",1} } },
+        { "default",                                         { {"WGS1",64}, {"WPT1",1} } },
       }
     },
     { // Default
       kDeviceTypeAll, "default", {
-        { "default",                                         { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "default",                                         { {"WGS1",64}, {"WPT1",1} } },
       }
     },
   }
@@ -98,53 +98,53 @@ 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} } },
-        { "Oland",                                           { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",4}, {"WGS3",64}, {"WPT3",4} } },
-        { "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} } },
+        { "AMD Radeon R9 M370X Compute Engine",              { {"WGS1",64}, {"WPT1",1} } },
+        { "Hawaii",                                          { {"WGS1",64}, {"WPT1",1} } },
+        { "Oland",                                           { {"WGS1",64}, {"WPT1",1} } },
+        { "Pitcairn",                                        { {"WGS1",64}, {"WPT1",1} } },
+        { "Tahiti",                                          { {"WGS1",64}, {"WPT1",1} } },
+        { "default",                                         { {"WGS1",64}, {"WPT1",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(R) Core(TM) i5-6200U CPU @ 2.30GHz",        { {"WGS1",128}, {"WPT1",1} } },
+        { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz",         { {"WGS1",64}, {"WPT1",4} } },
+        { "default",                                         { {"WGS1",64}, {"WPT1",1} } },
       }
     },
     { // Intel GPUs
       kDeviceTypeGPU, "Intel", {
-        { "Intel(R) HD Graphics 530",                        { {"WGS1",64}, {"WPT1",1}, {"VW2",2}, {"WGS2",128}, {"WPT2",2}, {"VW3",4}, {"WGS3",64}, {"WPT3",4} } },
-        { "Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile", { {"WGS1",128}, {"WPT1",1}, {"VW2",2}, {"WGS2",128}, {"WPT2",2}, {"VW3",4}, {"WGS3",128}, {"WPT3",4} } },
-        { "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(R) HD Graphics 530",                        { {"WGS1",64}, {"WPT1",1} } },
+        { "Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile", { {"WGS1",128}, {"WPT1",1} } },
+        { "Intel(R) HD Graphics Skylake ULT GT2",            { {"WGS1",64}, {"WPT1",1} } },
+        { "Iris",                                            { {"WGS1",256}, {"WPT1",1} } },
+        { "Iris Pro",                                        { {"WGS1",64}, {"WPT1",1} } },
+        { "default",                                         { {"WGS1",64}, {"WPT1",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} } },
+        { "Intel(R) Many Integrated Core Acceleration Card", { {"WGS1",64}, {"WPT1",1} } },
+        { "default",                                         { {"WGS1",64}, {"WPT1",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 1070",                                { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
-        { "GeForce GTX 480",                                 { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
-        { "GeForce GTX 670",                                 { {"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} } },
+        { "GRID K520",                                       { {"WGS1",256}, {"WPT1",1} } },
+        { "GeForce GTX 1070",                                { {"WGS1",64}, {"WPT1",1} } },
+        { "GeForce GTX 480",                                 { {"WGS1",64}, {"WPT1",1} } },
+        { "GeForce GTX 670",                                 { {"WGS1",64}, {"WPT1",1} } },
+        { "GeForce GTX 680",                                 { {"WGS1",64}, {"WPT1",1} } },
         { "GeForce GTX 750",                                 { {"WGS1",128}, {"WPT1",1} } },
-        { "GeForce GTX 750 Ti",                              { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+        { "GeForce GTX 750 Ti",                              { {"WGS1",64}, {"WPT1",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",                                         { {"WGS1",64}, {"WPT1",1} } },
       }
     },
     { // Default
       kDeviceTypeAll, "default", {
-        { "default",                                         { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "default",                                         { {"WGS1",64}, {"WPT1",1} } },
       }
     },
   }
@@ -156,47 +156,47 @@ 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} } },
-        { "Oland",                                           { {"WGS1",256}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",4}, {"WGS3",256}, {"WPT3",4} } },
-        { "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} } },
+        { "AMD Radeon R9 M370X Compute Engine",              { {"WGS1",64}, {"WPT1",1} } },
+        { "Hawaii",                                          { {"WGS1",128}, {"WPT1",1} } },
+        { "Oland",                                           { {"WGS1",256}, {"WPT1",1} } },
+        { "Pitcairn",                                        { {"WGS1",256}, {"WPT1",1} } },
+        { "Tahiti",                                          { {"WGS1",256}, {"WPT1",1} } },
+        { "default",                                         { {"WGS1",64}, {"WPT1",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(R) Core(TM) i5-6200U CPU @ 2.30GHz",        { {"WGS1",64}, {"WPT1",2} } },
+        { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz",         { {"WGS1",64}, {"WPT1",4} } },
+        { "default",                                         { {"WGS1",64}, {"WPT1",2} } },
       }
     },
     { // 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} } },
+        { "Intel(R) Many Integrated Core Acceleration Card", { {"WGS1",64}, {"WPT1",1} } },
+        { "default",                                         { {"WGS1",64}, {"WPT1",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 1070",                                { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",256}, {"WPT2",1}, {"VW3",1}, {"WGS3",128}, {"WPT3",1} } },
-        { "GeForce GTX 480",                                 { {"WGS1",256}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
-        { "GeForce GTX 670",                                 { {"WGS1",128}, {"WPT1",1}, {"VW2",1}, {"WGS2",128}, {"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",                                 { {"WGS1",64}, {"WPT1",1}, {"VW2",2}, {"WGS2",256}, {"WPT2",2}, {"VW3",2}, {"WGS3",64}, {"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} } },
+        { "GRID K520",                                       { {"WGS1",128}, {"WPT1",1} } },
+        { "GeForce GTX 1070",                                { {"WGS1",64}, {"WPT1",1} } },
+        { "GeForce GTX 480",                                 { {"WGS1",256}, {"WPT1",1} } },
+        { "GeForce GTX 670",                                 { {"WGS1",128}, {"WPT1",1} } },
+        { "GeForce GTX 680",                                 { {"WGS1",128}, {"WPT1",1} } },
+        { "GeForce GTX 750",                                 { {"WGS1",64}, {"WPT1",1} } },
+        { "GeForce GTX 750 Ti",                              { {"WGS1",64}, {"WPT1",1} } },
+        { "GeForce GTX 980",                                 { {"WGS1",64}, {"WPT1",1} } },
+        { "GeForce GTX TITAN",                               { {"WGS1",256}, {"WPT1",1} } },
+        { "GeForce GTX TITAN X",                             { {"WGS1",64}, {"WPT1",1} } },
+        { "Tesla K20m",                                      { {"WGS1",256}, {"WPT1",1} } },
+        { "Tesla K40m",                                      { {"WGS1",256}, {"WPT1",1} } },
+        { "default",                                         { {"WGS1",64}, {"WPT1",1} } },
       }
     },
     { // Default
       kDeviceTypeAll, "default", {
-        { "default",                                         { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "default",                                         { {"WGS1",64}, {"WPT1",1} } },
       }
     },
   }
@@ -208,38 +208,38 @@ 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} } },
-        { "Oland",                                           { {"WGS1",256}, {"WPT1",1}, {"VW2",1}, {"WGS2",256}, {"WPT2",1}, {"VW3",1}, {"WGS3",256}, {"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} } },
+        { "AMD Radeon R9 M370X Compute Engine",              { {"WGS1",64}, {"WPT1",1} } },
+        { "Hawaii",                                          { {"WGS1",64}, {"WPT1",1} } },
+        { "Oland",                                           { {"WGS1",256}, {"WPT1",1} } },
+        { "Pitcairn",                                        { {"WGS1",256}, {"WPT1",1} } },
+        { "Tahiti",                                          { {"WGS1",256}, {"WPT1",1} } },
+        { "default",                                         { {"WGS1",64}, {"WPT1",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(R) Core(TM) i5-6200U CPU @ 2.30GHz",        { {"WGS1",64}, {"WPT1",1} } },
+        { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz",         { {"WGS1",64}, {"WPT1",4} } },
+        { "default",                                         { {"WGS1",64}, {"WPT1",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} } },
+        { "Intel(R) Many Integrated Core Acceleration Card", { {"WGS1",64}, {"WPT1",1} } },
+        { "default",                                         { {"WGS1",64}, {"WPT1",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} } },
-        { "GeForce GTX 670",                                 { {"WGS1",128}, {"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} } },
+        { "GRID K520",                                       { {"WGS1",128}, {"WPT1",1} } },
+        { "GeForce GTX 480",                                 { {"WGS1",64}, {"WPT1",1} } },
+        { "GeForce GTX 670",                                 { {"WGS1",128}, {"WPT1",1} } },
+        { "default",                                         { {"WGS1",64}, {"WPT1",1} } },
       }
     },
     { // Default
       kDeviceTypeAll, "default", {
-        { "default",                                         { {"WGS1",64}, {"WPT1",1}, {"VW2",1}, {"WGS2",64}, {"WPT2",1}, {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "default",                                         { {"WGS1",64}, {"WPT1",1} } },
       }
     },
   }
diff --git a/src/database/kernels/xgemv_fast.hpp b/src/database/kernels/xgemv_fast.hpp
new file mode 100644
index 00000000..65b15030
--- /dev/null
+++ b/src/database/kernels/xgemv_fast.hpp
@@ -0,0 +1,247 @@
+
+// =================================================================================================
+// 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_Fast' kernels.
+//
+// =================================================================================================
+
+namespace clblast {
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XgemvFastHalf = {
+  "XgemvFast", Precision::kHalf, {
+    { // Intel GPUs
+      kDeviceTypeGPU, "Intel", {
+        { "Intel(R) HD Graphics Skylake ULT GT2",            { {"VW2",2}, {"WGS2",128}, {"WPT2",2} } },
+        { "default",                                         { {"VW2",2}, {"WGS2",128}, {"WPT2",2} } },
+      }
+    },
+    { // Default
+      kDeviceTypeAll, "default", {
+        { "default",                                         { {"VW2",2}, {"WGS2",128}, {"WPT2",2} } },
+      }
+    },
+  }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XgemvFastSingle = {
+  "XgemvFast", Precision::kSingle, {
+    { // AMD GPUs
+      kDeviceTypeGPU, "AMD", {
+        { "AMD Radeon R9 M370X Compute Engine",              { {"VW2",1}, {"WGS2",128}, {"WPT2",1} } },
+        { "Hawaii",                                          { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+        { "Oland",                                           { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+        { "Pitcairn",                                        { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+        { "Tahiti",                                          { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+        { "default",                                         { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+      }
+    },
+    { // Intel CPUs
+      kDeviceTypeCPU, "Intel", {
+        { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz",        { {"VW2",4}, {"WGS2",128}, {"WPT2",4} } },
+        { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz",         { {"VW2",1}, {"WGS2",64}, {"WPT2",4} } },
+        { "default",                                         { {"VW2",1}, {"WGS2",64}, {"WPT2",4} } },
+      }
+    },
+    { // Intel GPUs
+      kDeviceTypeGPU, "Intel", {
+        { "Intel(R) HD Graphics 530",                        { {"VW2",1}, {"WGS2",256}, {"WPT2",1} } },
+        { "Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile", { {"VW2",4}, {"WGS2",128}, {"WPT2",4} } },
+        { "Intel(R) HD Graphics Skylake ULT GT2",            { {"VW2",1}, {"WGS2",256}, {"WPT2",1} } },
+        { "Iris",                                            { {"VW2",1}, {"WGS2",128}, {"WPT2",2} } },
+        { "Iris Pro",                                        { {"VW2",1}, {"WGS2",128}, {"WPT2",2} } },
+        { "default",                                         { {"VW2",1}, {"WGS2",128}, {"WPT2",1} } },
+      }
+    },
+    { // Intel accelerators
+      kDeviceTypeAccelerator, "Intel", {
+        { "Intel(R) Many Integrated Core Acceleration Card", { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+        { "default",                                         { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+      }
+    },
+    { // NVIDIA GPUs
+      kDeviceTypeGPU, "NVIDIA", {
+        { "GRID K520",                                       { {"VW2",2}, {"WGS2",256}, {"WPT2",2} } },
+        { "GeForce GTX 1070",                                { {"VW2",1}, {"WGS2",256}, {"WPT2",1} } },
+        { "GeForce GTX 480",                                 { {"VW2",1}, {"WGS2",128}, {"WPT2",1} } },
+        { "GeForce GTX 670",                                 { {"VW2",2}, {"WGS2",256}, {"WPT2",2} } },
+        { "GeForce GTX 680",                                 { {"VW2",1}, {"WGS2",128}, {"WPT2",1} } },
+        { "GeForce GTX 750",                                 { {"VW2",1}, {"WGS2",256}, {"WPT2",1} } },
+        { "GeForce GTX 750 Ti",                              { {"VW2",1}, {"WGS2",256}, {"WPT2",1} } },
+        { "GeForce GTX 980",                                 { {"VW2",1}, {"WGS2",256}, {"WPT2",1} } },
+        { "GeForce GTX TITAN",                               { {"VW2",1}, {"WGS2",256}, {"WPT2",1} } },
+        { "GeForce GTX TITAN X",                             { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+        { "Tesla K20m",                                      { {"VW2",1}, {"WGS2",256}, {"WPT2",1} } },
+        { "Tesla K40m",                                      { {"VW2",1}, {"WGS2",256}, {"WPT2",1} } },
+        { "default",                                         { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+      }
+    },
+    { // Default
+      kDeviceTypeAll, "default", {
+        { "default",                                         { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+      }
+    },
+  }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XgemvFastComplexSingle = {
+  "XgemvFast", Precision::kComplexSingle, {
+    { // AMD GPUs
+      kDeviceTypeGPU, "AMD", {
+        { "AMD Radeon R9 M370X Compute Engine",              { {"VW2",2}, {"WGS2",256}, {"WPT2",2} } },
+        { "Hawaii",                                          { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+        { "Oland",                                           { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+        { "Pitcairn",                                        { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+        { "Tahiti",                                          { {"VW2",1}, {"WGS2",128}, {"WPT2",1} } },
+        { "default",                                         { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+      }
+    },
+    { // Intel CPUs
+      kDeviceTypeCPU, "Intel", {
+        { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz",        { {"VW2",1}, {"WGS2",128}, {"WPT2",2} } },
+        { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz",         { {"VW2",4}, {"WGS2",64}, {"WPT2",4} } },
+        { "default",                                         { {"VW2",1}, {"WGS2",64}, {"WPT2",2} } },
+      }
+    },
+    { // Intel GPUs
+      kDeviceTypeGPU, "Intel", {
+        { "Intel(R) HD Graphics 530",                        { {"VW2",2}, {"WGS2",128}, {"WPT2",2} } },
+        { "Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile", { {"VW2",2}, {"WGS2",128}, {"WPT2",2} } },
+        { "Intel(R) HD Graphics Skylake ULT GT2",            { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+        { "Iris",                                            { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+        { "Iris Pro",                                        { {"VW2",4}, {"WGS2",128}, {"WPT2",4} } },
+        { "default",                                         { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+      }
+    },
+    { // Intel accelerators
+      kDeviceTypeAccelerator, "Intel", {
+        { "Intel(R) Many Integrated Core Acceleration Card", { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+        { "default",                                         { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+      }
+    },
+    { // NVIDIA GPUs
+      kDeviceTypeGPU, "NVIDIA", {
+        { "GRID K520",                                       { {"VW2",1}, {"WGS2",256}, {"WPT2",1} } },
+        { "GeForce GTX 1070",                                { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+        { "GeForce GTX 480",                                 { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+        { "GeForce GTX 670",                                 { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+        { "GeForce GTX 680",                                 { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+        { "GeForce GTX 750 Ti",                              { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+        { "default",                                         { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+      }
+    },
+    { // Default
+      kDeviceTypeAll, "default", {
+        { "default",                                         { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+      }
+    },
+  }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XgemvFastDouble = {
+  "XgemvFast", Precision::kDouble, {
+    { // AMD GPUs
+      kDeviceTypeGPU, "AMD", {
+        { "AMD Radeon R9 M370X Compute Engine",              { {"VW2",1}, {"WGS2",256}, {"WPT2",1} } },
+        { "Hawaii",                                          { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+        { "Oland",                                           { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+        { "Pitcairn",                                        { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+        { "Tahiti",                                          { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+        { "default",                                         { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+      }
+    },
+    { // Intel CPUs
+      kDeviceTypeCPU, "Intel", {
+        { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz",        { {"VW2",4}, {"WGS2",128}, {"WPT2",4} } },
+        { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz",         { {"VW2",1}, {"WGS2",64}, {"WPT2",4} } },
+        { "default",                                         { {"VW2",1}, {"WGS2",64}, {"WPT2",4} } },
+      }
+    },
+    { // Intel accelerators
+      kDeviceTypeAccelerator, "Intel", {
+        { "Intel(R) Many Integrated Core Acceleration Card", { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+        { "default",                                         { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+      }
+    },
+    { // NVIDIA GPUs
+      kDeviceTypeGPU, "NVIDIA", {
+        { "GRID K520",                                       { {"VW2",1}, {"WGS2",256}, {"WPT2",1} } },
+        { "GeForce GTX 1070",                                { {"VW2",1}, {"WGS2",256}, {"WPT2",1} } },
+        { "GeForce GTX 480",                                 { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+        { "GeForce GTX 670",                                 { {"VW2",1}, {"WGS2",128}, {"WPT2",1} } },
+        { "GeForce GTX 680",                                 { {"VW2",1}, {"WGS2",128}, {"WPT2",1} } },
+        { "GeForce GTX 750",                                 { {"VW2",2}, {"WGS2",256}, {"WPT2",2} } },
+        { "GeForce GTX 750 Ti",                              { {"VW2",1}, {"WGS2",256}, {"WPT2",1} } },
+        { "GeForce GTX 980",                                 { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+        { "GeForce GTX TITAN",                               { {"VW2",1}, {"WGS2",256}, {"WPT2",1} } },
+        { "GeForce GTX TITAN X",                             { {"VW2",1}, {"WGS2",128}, {"WPT2",1} } },
+        { "Tesla K20m",                                      { {"VW2",1}, {"WGS2",128}, {"WPT2",1} } },
+        { "Tesla K40m",                                      { {"VW2",1}, {"WGS2",256}, {"WPT2",1} } },
+        { "default",                                         { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+      }
+    },
+    { // Default
+      kDeviceTypeAll, "default", {
+        { "default",                                         { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+      }
+    },
+  }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XgemvFastComplexDouble = {
+  "XgemvFast", Precision::kComplexDouble, {
+    { // AMD GPUs
+      kDeviceTypeGPU, "AMD", {
+        { "AMD Radeon R9 M370X Compute Engine",              { {"VW2",1}, {"WGS2",256}, {"WPT2",1} } },
+        { "Hawaii",                                          { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+        { "Oland",                                           { {"VW2",1}, {"WGS2",256}, {"WPT2",1} } },
+        { "Pitcairn",                                        { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+        { "Tahiti",                                          { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+        { "default",                                         { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+      }
+    },
+    { // Intel CPUs
+      kDeviceTypeCPU, "Intel", {
+        { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz",        { {"VW2",2}, {"WGS2",64}, {"WPT2",4} } },
+        { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz",         { {"VW2",4}, {"WGS2",64}, {"WPT2",4} } },
+        { "default",                                         { {"VW2",2}, {"WGS2",64}, {"WPT2",4} } },
+      }
+    },
+    { // Intel accelerators
+      kDeviceTypeAccelerator, "Intel", {
+        { "Intel(R) Many Integrated Core Acceleration Card", { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+        { "default",                                         { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+      }
+    },
+    { // NVIDIA GPUs
+      kDeviceTypeGPU, "NVIDIA", {
+        { "GRID K520",                                       { {"VW2",1}, {"WGS2",128}, {"WPT2",1} } },
+        { "GeForce GTX 480",                                 { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+        { "GeForce GTX 670",                                 { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+        { "default",                                         { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+      }
+    },
+    { // Default
+      kDeviceTypeAll, "default", {
+        { "default",                                         { {"VW2",1}, {"WGS2",64}, {"WPT2",1} } },
+      }
+    },
+  }
+};
+
+// =================================================================================================
+} // namespace clblast
diff --git a/src/database/kernels/xgemv_fast_rot.hpp b/src/database/kernels/xgemv_fast_rot.hpp
new file mode 100644
index 00000000..ee866e26
--- /dev/null
+++ b/src/database/kernels/xgemv_fast_rot.hpp
@@ -0,0 +1,245 @@
+
+// =================================================================================================
+// 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_Fast_Rot' kernels.
+//
+// =================================================================================================
+
+namespace clblast {
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XgemvFastRotHalf = {
+  "XgemvFastRot", Precision::kHalf, {
+    { // Intel GPUs
+      kDeviceTypeGPU, "Intel", {
+        { "Intel(R) HD Graphics Skylake ULT GT2",            { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "default",                                         { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+      }
+    },
+    { // Default
+      kDeviceTypeAll, "default", {
+        { "default",                                         { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+      }
+    },
+  }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XgemvFastRotSingle = {
+  "XgemvFastRot", Precision::kSingle, {
+    { // AMD GPUs
+      kDeviceTypeGPU, "AMD", {
+        { "AMD Radeon R9 M370X Compute Engine",              { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "Hawaii",                                          { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "Oland",                                           { {"VW3",4}, {"WGS3",256}, {"WPT3",4} } },
+        { "Pitcairn",                                        { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "Tahiti",                                          { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "default",                                         { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+      }
+    },
+    { // Intel CPUs
+      kDeviceTypeCPU, "Intel", {
+        { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz",        { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz",         { {"VW3",2}, {"WGS3",64}, {"WPT3",4} } },
+        { "default",                                         { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+      }
+    },
+    { // Intel GPUs
+      kDeviceTypeGPU, "Intel", {
+        { "Intel(R) HD Graphics 530",                        { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile", { {"VW3",4}, {"WGS3",256}, {"WPT3",4} } },
+        { "Intel(R) HD Graphics Skylake ULT GT2",            { {"VW3",4}, {"WGS3",64}, {"WPT3",4} } },
+        { "Iris",                                            { {"VW3",4}, {"WGS3",64}, {"WPT3",8} } },
+        { "Iris Pro",                                        { {"VW3",4}, {"WGS3",64}, {"WPT3",4} } },
+        { "default",                                         { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+      }
+    },
+    { // Intel accelerators
+      kDeviceTypeAccelerator, "Intel", {
+        { "Intel(R) Many Integrated Core Acceleration Card", { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "default",                                         { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+      }
+    },
+    { // NVIDIA GPUs
+      kDeviceTypeGPU, "NVIDIA", {
+        { "GRID K520",                                       { {"VW3",2}, {"WGS3",64}, {"WPT3",2} } },
+        { "GeForce GTX 1070",                                { {"VW3",2}, {"WGS3",64}, {"WPT3",2} } },
+        { "GeForce GTX 480",                                 { {"VW3",2}, {"WGS3",64}, {"WPT3",2} } },
+        { "GeForce GTX 670",                                 { {"VW3",2}, {"WGS3",64}, {"WPT3",2} } },
+        { "GeForce GTX 680",                                 { {"VW3",2}, {"WGS3",128}, {"WPT3",2} } },
+        { "GeForce GTX 750",                                 { {"VW3",2}, {"WGS3",128}, {"WPT3",2} } },
+        { "GeForce GTX 750 Ti",                              { {"VW3",4}, {"WGS3",128}, {"WPT3",4} } },
+        { "GeForce GTX 980",                                 { {"VW3",1}, {"WGS3",128}, {"WPT3",1} } },
+        { "GeForce GTX TITAN",                               { {"VW3",1}, {"WGS3",256}, {"WPT3",1} } },
+        { "GeForce GTX TITAN X",                             { {"VW3",1}, {"WGS3",128}, {"WPT3",1} } },
+        { "Tesla K20m",                                      { {"VW3",1}, {"WGS3",256}, {"WPT3",1} } },
+        { "Tesla K40m",                                      { {"VW3",1}, {"WGS3",128}, {"WPT3",1} } },
+        { "default",                                         { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+      }
+    },
+    { // Default
+      kDeviceTypeAll, "default", {
+        { "default",                                         { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+      }
+    },
+  }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XgemvFastRotComplexSingle = {
+  "XgemvFastRot", Precision::kComplexSingle, {
+    { // AMD GPUs
+      kDeviceTypeGPU, "AMD", {
+        { "AMD Radeon R9 M370X Compute Engine",              { {"VW3",1}, {"WGS3",128}, {"WPT3",1} } },
+        { "Hawaii",                                          { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "Oland",                                           { {"VW3",4}, {"WGS3",64}, {"WPT3",4} } },
+        { "Pitcairn",                                        { {"VW3",2}, {"WGS3",64}, {"WPT3",2} } },
+        { "Tahiti",                                          { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "default",                                         { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+      }
+    },
+    { // Intel CPUs
+      kDeviceTypeCPU, "Intel", {
+        { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz",        { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz",         { {"VW3",2}, {"WGS3",64}, {"WPT3",2} } },
+        { "default",                                         { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+      }
+    },
+    { // Intel GPUs
+      kDeviceTypeGPU, "Intel", {
+        { "Intel(R) HD Graphics 530",                        { {"VW3",4}, {"WGS3",64}, {"WPT3",4} } },
+        { "Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile", { {"VW3",4}, {"WGS3",128}, {"WPT3",4} } },
+        { "Intel(R) HD Graphics Skylake ULT GT2",            { {"VW3",4}, {"WGS3",64}, {"WPT3",4} } },
+        { "Iris",                                            { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "Iris Pro",                                        { {"VW3",2}, {"WGS3",64}, {"WPT3",2} } },
+        { "default",                                         { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+      }
+    },
+    { // Intel accelerators
+      kDeviceTypeAccelerator, "Intel", {
+        { "Intel(R) Many Integrated Core Acceleration Card", { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "default",                                         { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+      }
+    },
+    { // NVIDIA GPUs
+      kDeviceTypeGPU, "NVIDIA", {
+        { "GRID K520",                                       { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "GeForce GTX 480",                                 { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "GeForce GTX 670",                                 { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "GeForce GTX 680",                                 { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "default",                                         { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+      }
+    },
+    { // Default
+      kDeviceTypeAll, "default", {
+        { "default",                                         { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+      }
+    },
+  }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XgemvFastRotDouble = {
+  "XgemvFastRot", Precision::kDouble, {
+    { // AMD GPUs
+      kDeviceTypeGPU, "AMD", {
+        { "AMD Radeon R9 M370X Compute Engine",              { {"VW3",1}, {"WGS3",128}, {"WPT3",1} } },
+        { "Hawaii",                                          { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "Oland",                                           { {"VW3",4}, {"WGS3",256}, {"WPT3",4} } },
+        { "Pitcairn",                                        { {"VW3",2}, {"WGS3",64}, {"WPT3",2} } },
+        { "Tahiti",                                          { {"VW3",2}, {"WGS3",64}, {"WPT3",2} } },
+        { "default",                                         { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+      }
+    },
+    { // Intel CPUs
+      kDeviceTypeCPU, "Intel", {
+        { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz",        { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz",         { {"VW3",1}, {"WGS3",64}, {"WPT3",2} } },
+        { "default",                                         { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+      }
+    },
+    { // Intel accelerators
+      kDeviceTypeAccelerator, "Intel", {
+        { "Intel(R) Many Integrated Core Acceleration Card", { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "default",                                         { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+      }
+    },
+    { // NVIDIA GPUs
+      kDeviceTypeGPU, "NVIDIA", {
+        { "GRID K520",                                       { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "GeForce GTX 1070",                                { {"VW3",1}, {"WGS3",128}, {"WPT3",1} } },
+        { "GeForce GTX 480",                                 { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "GeForce GTX 670",                                 { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "GeForce GTX 680",                                 { {"VW3",2}, {"WGS3",128}, {"WPT3",2} } },
+        { "GeForce GTX 750",                                 { {"VW3",2}, {"WGS3",64}, {"WPT3",2} } },
+        { "GeForce GTX 750 Ti",                              { {"VW3",2}, {"WGS3",256}, {"WPT3",2} } },
+        { "GeForce GTX 980",                                 { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "GeForce GTX TITAN",                               { {"VW3",1}, {"WGS3",256}, {"WPT3",1} } },
+        { "GeForce GTX TITAN X",                             { {"VW3",1}, {"WGS3",128}, {"WPT3",1} } },
+        { "Tesla K20m",                                      { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "Tesla K40m",                                      { {"VW3",1}, {"WGS3",256}, {"WPT3",1} } },
+        { "default",                                         { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+      }
+    },
+    { // Default
+      kDeviceTypeAll, "default", {
+        { "default",                                         { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+      }
+    },
+  }
+};
+
+// =================================================================================================
+
+const Database::DatabaseEntry Database::XgemvFastRotComplexDouble = {
+  "XgemvFastRot", Precision::kComplexDouble, {
+    { // AMD GPUs
+      kDeviceTypeGPU, "AMD", {
+        { "AMD Radeon R9 M370X Compute Engine",              { {"VW3",1}, {"WGS3",128}, {"WPT3",1} } },
+        { "Hawaii",                                          { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "Oland",                                           { {"VW3",1}, {"WGS3",256}, {"WPT3",1} } },
+        { "Pitcairn",                                        { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "Tahiti",                                          { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "default",                                         { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+      }
+    },
+    { // Intel CPUs
+      kDeviceTypeCPU, "Intel", {
+        { "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz",        { {"VW3",1}, {"WGS3",256}, {"WPT3",1} } },
+        { "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz",         { {"VW3",2}, {"WGS3",256}, {"WPT3",2} } },
+        { "default",                                         { {"VW3",1}, {"WGS3",256}, {"WPT3",1} } },
+      }
+    },
+    { // Intel accelerators
+      kDeviceTypeAccelerator, "Intel", {
+        { "Intel(R) Many Integrated Core Acceleration Card", { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "default",                                         { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+      }
+    },
+    { // NVIDIA GPUs
+      kDeviceTypeGPU, "NVIDIA", {
+        { "GRID K520",                                       { {"VW3",1}, {"WGS3",256}, {"WPT3",1} } },
+        { "GeForce GTX 480",                                 { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "GeForce GTX 670",                                 { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+        { "default",                                         { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+      }
+    },
+    { // Default
+      kDeviceTypeAll, "default", {
+        { "default",                                         { {"VW3",1}, {"WGS3",64}, {"WPT3",1} } },
+      }
+    },
+  }
+};
+
+// =================================================================================================
+} // namespace clblast