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authorCedric Nugteren <web@cedricnugteren.nl>2017-09-14 21:27:33 +0200
committerCedric Nugteren <web@cedricnugteren.nl>2017-09-14 21:27:33 +0200
commit0d13d814c21f1fdb3b0781b84bf12914aec5225a (patch)
treef4ed5bfe6b13a5e865b1973ca571df87f1af4bc2 /src/database/kernels/xgemm_direct/xgemm_direct_32.hpp
parent14a61d24258498811ac0dfd11cad6087a231fa2a (diff)
Added architecture layer in the tuning database for better performance on unseen devices
Diffstat (limited to 'src/database/kernels/xgemm_direct/xgemm_direct_32.hpp')
-rw-r--r--src/database/kernels/xgemm_direct/xgemm_direct_32.hpp85
1 files changed, 62 insertions, 23 deletions
diff --git a/src/database/kernels/xgemm_direct/xgemm_direct_32.hpp b/src/database/kernels/xgemm_direct/xgemm_direct_32.hpp
index e0a991c0..610532f0 100644
--- a/src/database/kernels/xgemm_direct/xgemm_direct_32.hpp
+++ b/src/database/kernels/xgemm_direct/xgemm_direct_32.hpp
@@ -14,49 +14,88 @@ const DatabaseEntry XgemmDirectSingle = {
"XgemmDirect", Precision::kSingle, {"KWID", "MDIMAD", "MDIMCD", "NDIMBD", "NDIMCD", "PADA", "PADB", "VWMD", "VWND", "WGD"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
- { "AMD Radeon R9 M370X Compute Engine", { 2, 8, 8, 8, 8, 1, 1, 2, 2, 32 } },
- { "ATI Radeon HD 6750M", { 8, 8, 16, 8, 8, 1, 0, 2, 2, 32 } },
- { "Ellesmere", { 2, 8, 8, 32, 32, 1, 1, 2, 1, 32 } },
- { "Fiji", { 2, 16, 16, 8, 8, 1, 1, 1, 1, 16 } },
- { "Tonga", { 16, 16, 16, 32, 8, 0, 1, 1, 1, 32 } },
- { "Turks", { 2, 8, 8, 8, 8, 1, 1, 1, 1, 16 } },
- { "default", { 2, 16, 16, 8, 8, 1, 1, 1, 1, 16 } },
+ { "Ellesmere", {
+ { "AMD Radeon RX 480", { 2, 8, 8, 32, 32, 1, 1, 2, 1, 32 } },
+ { "default", { 2, 8, 8, 32, 32, 1, 1, 2, 1, 32 } },
+ } },
+ { "Fiji", {
+ { "AMD Radeon R9 Fury X", { 2, 16, 16, 8, 8, 1, 1, 1, 1, 16 } },
+ { "AMD Radeon R9 M370X Compute Engine", { 2, 8, 8, 8, 8, 1, 1, 2, 2, 32 } },
+ { "default", { 2, 16, 16, 8, 8, 1, 1, 1, 1, 16 } },
+ } },
+ { "Tonga", {
+ { "AMD Radeon R9 380", { 16, 16, 16, 32, 8, 0, 1, 1, 1, 32 } },
+ { "default", { 16, 16, 16, 32, 8, 0, 1, 1, 1, 32 } },
+ } },
+ { "Turks", {
+ { "AMD Radeon HD 6770M", { 2, 8, 8, 8, 8, 1, 1, 1, 1, 16 } },
+ { "default", { 2, 8, 8, 8, 8, 1, 1, 1, 1, 16 } },
+ } },
+ { "Vancouver", {
+ { "ATI Radeon HD 6750M", { 8, 8, 16, 8, 8, 1, 0, 2, 2, 32 } },
+ { "default", { 8, 8, 16, 8, 8, 1, 0, 2, 2, 32 } },
+ } },
+ { "default", {
+ { "default", { 2, 16, 16, 8, 8, 1, 1, 1, 1, 16 } },
+ } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
- { "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 2, 8, 8, 8, 8, 0, 0, 1, 8, 64 } },
- { "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 16, 16, 8, 8, 8, 0, 0, 2, 4, 32 } },
- { "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 2, 8, 8, 8, 8, 0, 0, 2, 2, 64 } },
- { "default", { 2, 8, 8, 8, 8, 1, 1, 4, 2, 32 } },
+ { "default", {
+ { "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 2, 8, 8, 8, 8, 0, 0, 1, 8, 64 } },
+ { "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 16, 16, 8, 8, 8, 0, 0, 2, 4, 32 } },
+ { "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 2, 8, 8, 8, 8, 0, 0, 2, 2, 64 } },
+ { "default", { 2, 8, 8, 8, 8, 1, 1, 4, 2, 32 } },
+ } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
- { "Intel(R) HD Graphics Skylake ULT GT2", { 2, 8, 8, 8, 8, 1, 1, 1, 1, 8 } },
- { "Iris Pro", { 2, 16, 16, 8, 8, 1, 1, 2, 4, 32 } },
- { "default", { 2, 8, 8, 8, 8, 1, 1, 1, 1, 8 } },
+ { "default", {
+ { "Intel(R) HD Graphics Skylake ULT GT2", { 2, 8, 8, 8, 8, 1, 1, 1, 1, 8 } },
+ { "Iris Pro", { 2, 16, 16, 8, 8, 1, 1, 2, 4, 32 } },
+ { "default", { 2, 8, 8, 8, 8, 1, 1, 1, 1, 8 } },
+ } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
- { "GeForce GT 650M", { 16, 16, 16, 8, 16, 1, 0, 2, 2, 32 } },
- { "GeForce GTX 1080", { 16, 16, 8, 16, 8, 1, 1, 1, 1, 32 } },
- { "GeForce GTX 750 Ti", { 2, 8, 8, 8, 8, 1, 1, 4, 2, 32 } },
- { "GeForce GTX TITAN Black", { 2, 8, 8, 16, 16, 1, 1, 4, 2, 32 } },
- { "TITAN X (Pascal)", { 8, 32, 8, 8, 16, 1, 1, 1, 1, 32 } },
- { "default", { 2, 8, 8, 16, 16, 1, 1, 4, 2, 32 } },
+ { "SM3.0", {
+ { "GeForce GT 650M", { 16, 16, 16, 8, 16, 1, 0, 2, 2, 32 } },
+ { "default", { 16, 16, 16, 8, 16, 1, 0, 2, 2, 32 } },
+ } },
+ { "SM3.5", {
+ { "GeForce GTX TITAN Black", { 2, 8, 8, 16, 16, 1, 1, 4, 2, 32 } },
+ { "default", { 2, 8, 8, 16, 16, 1, 1, 4, 2, 32 } },
+ } },
+ { "SM5.0", {
+ { "GeForce GTX 750 Ti", { 2, 8, 8, 8, 8, 1, 1, 4, 2, 32 } },
+ { "default", { 2, 8, 8, 8, 8, 1, 1, 4, 2, 32 } },
+ } },
+ { "SM6.1", {
+ { "GeForce GTX 1080", { 16, 16, 8, 16, 8, 1, 1, 1, 1, 32 } },
+ { "TITAN X (Pascal)", { 8, 32, 8, 8, 16, 1, 1, 1, 1, 32 } },
+ { "default", { 2, 8, 8, 8, 8, 1, 1, 4, 2, 32 } },
+ } },
+ { "default", {
+ { "default", { 2, 8, 8, 16, 16, 1, 1, 4, 2, 32 } },
+ } },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
- { "QUALCOMM Adreno(TM)", { 2, 8, 8, 8, 8, 1, 1, 2, 1, 16 } },
- { "default", { 2, 8, 8, 8, 8, 1, 1, 2, 1, 16 } },
+ { "default", {
+ { "QUALCOMM Adreno(TM)", { 2, 8, 8, 8, 8, 1, 1, 2, 1, 16 } },
+ { "default", { 2, 8, 8, 8, 8, 1, 1, 2, 1, 16 } },
+ } },
}
},
{ // Default
kDeviceTypeAll, "default", {
- { "default", { 2, 8, 8, 8, 8, 1, 1, 1, 2, 16 } },
+ { "default", {
+ { "default", { 2, 8, 8, 8, 8, 1, 1, 1, 2, 16 } },
+ } },
}
},
}