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Add tuning results for 5 devices #503

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Sep 14, 2023
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1 change: 1 addition & 0 deletions CHANGELOG
Original file line number Diff line number Diff line change
@@ -1,5 +1,6 @@
Development version (next version)
- Fix a bug in the pre-processor that would cause issues on Arm GPUs
- Added tuned parameters for various devices (see doc/tuning.md)

Version 1.6.1
- Fix pointer error in pyclblast on Arm
Expand Down
5 changes: 5 additions & 0 deletions doc/tuning.md
Original file line number Diff line number Diff line change
Expand Up @@ -20,6 +20,7 @@ The CLBlast library is already tuned for the most commonly used OpenCL devices a
- GeForce GTX 680
- GeForce GTX 760 Ti
- SM 3.5:
- GeForce GT 730
- GeForce 920A
- GeForce GTX TITAN
- GeForce GTX TITAN Black
Expand All @@ -42,6 +43,7 @@ The CLBlast library is already tuned for the most commonly used OpenCL devices a
- GeForce GTX 1080
- GeForce GTX 1080 Ti
- TITAN X (Pascal)
- Tesla P4
- SM 7.0:
- Quadro GV100
- Tesla V100
Expand Down Expand Up @@ -69,6 +71,7 @@ The CLBlast library is already tuned for the most commonly used OpenCL devices a
- GeForce GTX 3080 Ti
- GeForce GTX 3090
- SM 8.9:
- GeForce GTX 4060 Ti
- GeForce GTX 4070 Laptop
- GeForce GTX 4070 Ti
- GeForce GTX 4080
Expand All @@ -90,6 +93,7 @@ The CLBlast library is already tuned for the most commonly used OpenCL devices a
- Tonga:
- Radeon R9 380
- Fiji:
- Radeon 500
- Radeon R9 Fury X
- Radeon R9 M370X
- Ellesmere:
Expand Down Expand Up @@ -141,6 +145,7 @@ The CLBlast library is already tuned for the most commonly used OpenCL devices a
- Iris Pro
- Iris Xe Graphics
- RaptorLake-S Mobile Graphics
- Arc A770
* Intel CPUs:
- Core i5-4570
- Core i5-4590S
Expand Down
9 changes: 7 additions & 2 deletions src/database/kernels/copy/copy_16.hpp
Original file line number Diff line number Diff line change
Expand Up @@ -20,12 +20,16 @@ const DatabaseEntry CopyHalf = {
{ Name{"AMD Radeon RX590 GME "}, Params{ 16, 8, 2, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon 500 Series "}, Params{ 32, 8, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Vega", {
{ Name{"Radeon RX Vega "}, Params{ 8, 8, 2, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 8, 2, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 16, 16, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 16, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "gfx1010:xnack-", {
{ Name{"AMD Radeon RX 5700 "}, Params{ 8, 16, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
Expand Down Expand Up @@ -96,14 +100,15 @@ const DatabaseEntry CopyHalf = {
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Arc(TM) A770 Graphics "}, Params{ 8, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 8, 16, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics 620 "}, Params{ 32, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 8, 32, 4, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Iris(R) Xe Graphics "}, Params{ 8, 8, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) RaptorLake-S Mobile Graphics Controller "}, Params{ 16, 8, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) UHD Graphics 620 "}, Params{ 8, 16, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) UHD Graphics 770 "}, Params{ 16, 16, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 32, 4, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 8, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
Expand Down
11 changes: 8 additions & 3 deletions src/database/kernels/copy/copy_32.hpp
Original file line number Diff line number Diff line change
Expand Up @@ -21,9 +21,10 @@ const DatabaseEntry CopySingle = {
{ kDeviceNameDefault , Params{ 8, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon 500 Series "}, Params{ 8, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 Fury X "}, Params{ 16, 16, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 32, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 16, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD FirePro W8100 "}, Params{ 16, 8, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
Expand Down Expand Up @@ -160,6 +161,7 @@ const DatabaseEntry CopySingle = {
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Arc(TM) A770 Graphics "}, Params{ 8, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Gen9 HD Graphics NEO "}, Params{ 8, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics 530 "}, Params{ 8, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 32, 16, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
Expand All @@ -174,7 +176,7 @@ const DatabaseEntry CopySingle = {
{ Name{"Intel(R) UHD Graphics 770 "}, Params{ 32, 8, 2, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris "}, Params{ 16, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris Pro "}, Params{ 32, 8, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 16, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
Expand Down Expand Up @@ -206,9 +208,10 @@ const DatabaseEntry CopySingle = {
{ Name{"GeForce 920A "}, Params{ 16, 32, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN "}, Params{ 32, 8, 2, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 8, 32, 4, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"NVIDIA GeForce GT 730 "}, Params{ 32, 32, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K20m "}, Params{ 8, 8, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K40m "}, Params{ 8, 8, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 16, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce 920MX "}, Params{ 8, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
Expand All @@ -233,6 +236,7 @@ const DatabaseEntry CopySingle = {
{ Name{"GeForce GTX 1080 Ti "}, Params{ 8, 8, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"NVIDIA GeForce MX150 "}, Params{ 8, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 8, 32, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla P4 "}, Params{ 8, 8, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 32, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM7.0", {
Expand Down Expand Up @@ -271,6 +275,7 @@ const DatabaseEntry CopySingle = {
{ kDeviceNameDefault , Params{ 8, 8, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM8.9", {
{ Name{"NVIDIA GeForce RTX 4060 Ti "}, Params{ 8, 16, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"NVIDIA GeForce RTX 4070 Laptop GPU "}, Params{ 8, 16, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"NVIDIA GeForce RTX 4070 Ti "}, Params{ 8, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"NVIDIA GeForce RTX 4080 "}, Params{ 8, 16, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
Expand Down
9 changes: 7 additions & 2 deletions src/database/kernels/copy/copy_3232.hpp
Original file line number Diff line number Diff line change
Expand Up @@ -21,9 +21,10 @@ const DatabaseEntry CopyComplexSingle = {
{ kDeviceNameDefault , Params{ 16, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon 500 Series "}, Params{ 32, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 Fury X "}, Params{ 16, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD FirePro W8100 "}, Params{ 8, 8, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
Expand Down Expand Up @@ -159,6 +160,7 @@ const DatabaseEntry CopyComplexSingle = {
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Arc(TM) A770 Graphics "}, Params{ 16, 32, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics 530 "}, Params{ 16, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 16, 16, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics 620 "}, Params{ 16, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
Expand Down Expand Up @@ -200,6 +202,7 @@ const DatabaseEntry CopyComplexSingle = {
{ "SM3.5", {
{ Name{"GeForce 920A "}, Params{ 32, 32, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"NVIDIA GeForce GT 730 "}, Params{ 16, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K20m "}, Params{ 8, 8, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K40m "}, Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
Expand Down Expand Up @@ -227,6 +230,7 @@ const DatabaseEntry CopyComplexSingle = {
{ Name{"GeForce GTX 1080 Ti "}, Params{ 16, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"NVIDIA GeForce MX150 "}, Params{ 8, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 8, 16, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla P4 "}, Params{ 8, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 16, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM7.0", {
Expand Down Expand Up @@ -265,11 +269,12 @@ const DatabaseEntry CopyComplexSingle = {
{ kDeviceNameDefault , Params{ 8, 8, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM8.9", {
{ Name{"NVIDIA GeForce RTX 4060 Ti "}, Params{ 8, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"NVIDIA GeForce RTX 4070 Laptop GPU "}, Params{ 8, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"NVIDIA GeForce RTX 4070 Ti "}, Params{ 16, 32, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"NVIDIA GeForce RTX 4080 "}, Params{ 16, 16, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"NVIDIA GeForce RTX 4090 "}, Params{ 8, 8, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 16, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 8, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
Expand Down
10 changes: 7 additions & 3 deletions src/database/kernels/copy/copy_64.hpp
Original file line number Diff line number Diff line change
Expand Up @@ -21,9 +21,10 @@ const DatabaseEntry CopyDouble = {
{ kDeviceNameDefault , Params{ 32, 8, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon 500 Series "}, Params{ 32, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 Fury X "}, Params{ 16, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD FirePro W8100 "}, Params{ 8, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
Expand Down Expand Up @@ -53,7 +54,7 @@ const DatabaseEntry CopyDouble = {
{ "default", {
{ Name{"AMD Radeon Pro 450 Compute Engine "}, Params{ 8, 16, 2, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon Pro 580 Compute Engine "}, Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "gfx1010:xnack-", {
{ Name{"AMD Radeon RX 5700 "}, Params{ 32, 8, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
Expand Down Expand Up @@ -166,9 +167,10 @@ const DatabaseEntry CopyDouble = {
{ Name{"GeForce 920A "}, Params{ 32, 16, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN "}, Params{ 16, 32, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 16, 8, 2, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"NVIDIA GeForce GT 730 "}, Params{ 32, 32, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K20m "}, Params{ 8, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K40m "}, Params{ 8, 8, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 16, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 32, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce 920MX "}, Params{ 16, 32, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
Expand All @@ -193,6 +195,7 @@ const DatabaseEntry CopyDouble = {
{ Name{"GeForce GTX 1080 Ti "}, Params{ 8, 8, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"NVIDIA GeForce MX150 "}, Params{ 8, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 8, 8, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla P4 "}, Params{ 8, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 8, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM7.0", {
Expand Down Expand Up @@ -231,6 +234,7 @@ const DatabaseEntry CopyDouble = {
{ kDeviceNameDefault , Params{ 8, 16, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM8.9", {
{ Name{"NVIDIA GeForce RTX 4060 Ti "}, Params{ 8, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"NVIDIA GeForce RTX 4070 Laptop GPU "}, Params{ 8, 32, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"NVIDIA GeForce RTX 4070 Ti "}, Params{ 8, 16, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"NVIDIA GeForce RTX 4080 "}, Params{ 8, 32, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
Expand Down
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