mirror of
https://github.com/CNugteren/CLBlast.git
synced 2024-07-07 12:23:46 +02:00
Updated tuning database for reduction/dot kernels based on the new tuner; partially repopulated the database
This commit is contained in:
Cedric Nugteren
parent
b9317d7d0c
commit
c94b628318
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@ -18,54 +18,36 @@ const Database::DatabaseEntry Database::XdotSingle = {
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"Xdot", Precision::kSingle, {
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{ // AMD GPUs
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kDeviceTypeGPU, "AMD", {
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{ "AMD Radeon R9 M370X Compute Engine", { {"VW",1}, {"WGS1",64}, {"WGS2",128} } },
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{ "Tahiti", { {"VW",1}, {"WGS1",256}, {"WGS2",256} } },
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{ "default", { {"VW",1}, {"WGS1",64}, {"WGS2",128} } },
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}
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},
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{ // ARM GPUs
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kDeviceTypeGPU, "ARM", {
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{ "Mali-T628", { {"VW",1}, {"WGS1",128}, {"WGS2",256} } },
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{ "default", { {"VW",1}, {"WGS1",128}, {"WGS2",256} } },
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{ "AMD Radeon R9 M370X Compute Engine", { {"WGS1",128}, {"WGS2",32} } },
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{ "Tahiti", { {"WGS1",128}, {"WGS2",32} } },
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{ "default", { {"WGS1",128}, {"WGS2",32} } },
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}
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},
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{ // Intel CPUs
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kDeviceTypeCPU, "Intel", {
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{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"VW",1}, {"WGS1",512}, {"WGS2",1024} } },
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{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"VW",1}, {"WGS1",64}, {"WGS2",1024} } },
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{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"VW",1}, {"WGS1",512}, {"WGS2",1024} } },
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{ "default", { {"VW",1}, {"WGS1",64}, {"WGS2",1024} } },
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{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"WGS1",1024}, {"WGS2",32} } },
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{ "default", { {"WGS1",1024}, {"WGS2",32} } },
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}
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},
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{ // Intel GPUs
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kDeviceTypeGPU, "Intel", {
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{ "Iris", { {"VW",1}, {"WGS1",512}, {"WGS2",32} } },
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{ "Iris Pro", { {"VW",1}, {"WGS1",128}, {"WGS2",512} } },
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{ "default", { {"VW",1}, {"WGS1",128}, {"WGS2",32} } },
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}
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},
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{ // Intel accelerators
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kDeviceTypeAccelerator, "Intel", {
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{ "Intel(R) Many Integrated Core Acceleration Card", { {"VW",1}, {"WGS1",64}, {"WGS2",1024} } },
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{ "default", { {"VW",1}, {"WGS1",64}, {"WGS2",1024} } },
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{ "Iris Pro", { {"WGS1",512}, {"WGS2",64} } },
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{ "default", { {"WGS1",512}, {"WGS2",64} } },
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}
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},
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{ // NVIDIA GPUs
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kDeviceTypeGPU, "NVIDIA", {
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{ "GeForce GTX 480", { {"VW",1}, {"WGS1",256}, {"WGS2",128} } },
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{ "GeForce GTX 680", { {"VW",1}, {"WGS1",128}, {"WGS2",128} } },
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{ "GeForce GTX 750 Ti", { {"VW",1}, {"WGS1",64}, {"WGS2",1024} } },
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{ "GeForce GTX 980", { {"VW",1}, {"WGS1",64}, {"WGS2",1024} } },
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{ "GeForce GTX TITAN", { {"VW",1}, {"WGS1",128}, {"WGS2",1024} } },
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{ "GeForce GTX TITAN X", { {"VW",1}, {"WGS1",64}, {"WGS2",1024} } },
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{ "Tesla K20m", { {"VW",1}, {"WGS1",128}, {"WGS2",1024} } },
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{ "Tesla K40m", { {"VW",1}, {"WGS1",128}, {"WGS2",1024} } },
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{ "default", { {"VW",1}, {"WGS1",64}, {"WGS2",128} } },
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{ "GeForce GTX 480", { {"WGS1",512}, {"WGS2",32} } },
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{ "GeForce GTX 680", { {"WGS1",128}, {"WGS2",128} } },
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{ "GeForce GTX 980", { {"WGS1",256}, {"WGS2",32} } },
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{ "GeForce GTX TITAN X", { {"WGS1",256}, {"WGS2",32} } },
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{ "Tesla K20m", { {"WGS1",1024}, {"WGS2",32} } },
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{ "default", { {"WGS1",128}, {"WGS2",32} } },
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}
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},
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{ // Default
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kDeviceTypeAll, "default", {
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{ "default", { {"VW",1}, {"WGS1",64}, {"WGS2",32} } },
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{ "default", { {"WGS1",128}, {"WGS2",32} } },
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}
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},
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}
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@ -77,54 +59,36 @@ const Database::DatabaseEntry Database::XdotComplexSingle = {
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"Xdot", Precision::kComplexSingle, {
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{ // AMD GPUs
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kDeviceTypeGPU, "AMD", {
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{ "AMD Radeon R9 M370X Compute Engine", { {"VW",1}, {"WGS1",64}, {"WGS2",32} } },
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{ "Tahiti", { {"VW",1}, {"WGS1",64}, {"WGS2",256} } },
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{ "default", { {"VW",1}, {"WGS1",64}, {"WGS2",32} } },
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}
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},
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{ // ARM GPUs
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kDeviceTypeGPU, "ARM", {
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{ "Mali-T628", { {"VW",1}, {"WGS1",128}, {"WGS2",512} } },
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{ "default", { {"VW",1}, {"WGS1",128}, {"WGS2",512} } },
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{ "AMD Radeon R9 M370X Compute Engine", { {"WGS1",64}, {"WGS2",32} } },
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{ "Tahiti", { {"WGS1",64}, {"WGS2",32} } },
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{ "default", { {"WGS1",64}, {"WGS2",32} } },
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}
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},
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{ // Intel CPUs
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kDeviceTypeCPU, "Intel", {
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{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"VW",1}, {"WGS1",256}, {"WGS2",1024} } },
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{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"VW",1}, {"WGS1",64}, {"WGS2",1024} } },
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{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"VW",1}, {"WGS1",512}, {"WGS2",1024} } },
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{ "default", { {"VW",1}, {"WGS1",64}, {"WGS2",1024} } },
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{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"WGS1",1024}, {"WGS2",32} } },
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{ "default", { {"WGS1",1024}, {"WGS2",32} } },
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}
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},
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{ // Intel GPUs
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kDeviceTypeGPU, "Intel", {
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{ "Iris", { {"VW",1}, {"WGS1",512}, {"WGS2",1024} } },
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{ "Iris Pro", { {"VW",1}, {"WGS1",256}, {"WGS2",1024} } },
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{ "default", { {"VW",1}, {"WGS1",256}, {"WGS2",1024} } },
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}
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},
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{ // Intel accelerators
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kDeviceTypeAccelerator, "Intel", {
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{ "Intel(R) Many Integrated Core Acceleration Card", { {"VW",1}, {"WGS1",64}, {"WGS2",1024} } },
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{ "default", { {"VW",1}, {"WGS1",64}, {"WGS2",1024} } },
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{ "Iris Pro", { {"WGS1",32}, {"WGS2",32} } },
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{ "default", { {"WGS1",32}, {"WGS2",32} } },
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}
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},
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{ // NVIDIA GPUs
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kDeviceTypeGPU, "NVIDIA", {
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{ "GeForce GTX 480", { {"VW",1}, {"WGS1",512}, {"WGS2",512} } },
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{ "GeForce GTX 680", { {"VW",1}, {"WGS1",256}, {"WGS2",32} } },
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{ "GeForce GTX 750 Ti", { {"VW",1}, {"WGS1",128}, {"WGS2",32} } },
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{ "GeForce GTX 980", { {"VW",1}, {"WGS1",64}, {"WGS2",1024} } },
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{ "GeForce GTX TITAN", { {"VW",1}, {"WGS1",128}, {"WGS2",1024} } },
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{ "GeForce GTX TITAN X", { {"VW",1}, {"WGS1",128}, {"WGS2",1024} } },
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{ "Tesla K20m", { {"VW",1}, {"WGS1",256}, {"WGS2",512} } },
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{ "Tesla K40m", { {"VW",1}, {"WGS1",128}, {"WGS2",1024} } },
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{ "default", { {"VW",1}, {"WGS1",64}, {"WGS2",32} } },
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{ "GeForce GTX 480", { {"WGS1",512}, {"WGS2",32} } },
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{ "GeForce GTX 680", { {"WGS1",128}, {"WGS2",64} } },
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{ "GeForce GTX 980", { {"WGS1",256}, {"WGS2",64} } },
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{ "GeForce GTX TITAN X", { {"WGS1",256}, {"WGS2",32} } },
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{ "Tesla K20m", { {"WGS1",512}, {"WGS2",32} } },
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{ "default", { {"WGS1",128}, {"WGS2",32} } },
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}
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},
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{ // Default
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kDeviceTypeAll, "default", {
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{ "default", { {"VW",1}, {"WGS1",64}, {"WGS2",32} } },
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{ "default", { {"WGS1",32}, {"WGS2",32} } },
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}
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},
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}
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@ -136,47 +100,30 @@ const Database::DatabaseEntry Database::XdotDouble = {
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"Xdot", Precision::kDouble, {
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{ // AMD GPUs
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kDeviceTypeGPU, "AMD", {
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{ "AMD Radeon R9 M370X Compute Engine", { {"VW",1}, {"WGS1",64}, {"WGS2",128} } },
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{ "Tahiti", { {"VW",1}, {"WGS1",64}, {"WGS2",256} } },
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{ "default", { {"VW",1}, {"WGS1",64}, {"WGS2",128} } },
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}
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},
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{ // ARM GPUs
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kDeviceTypeGPU, "ARM", {
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{ "Mali-T628", { {"VW",1}, {"WGS1",64}, {"WGS2",512} } },
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{ "default", { {"VW",1}, {"WGS1",64}, {"WGS2",512} } },
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{ "AMD Radeon R9 M370X Compute Engine", { {"WGS1",64}, {"WGS2",128} } },
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{ "Tahiti", { {"WGS1",256}, {"WGS2",32} } },
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{ "default", { {"WGS1",64}, {"WGS2",32} } },
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}
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},
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{ // Intel CPUs
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kDeviceTypeCPU, "Intel", {
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{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"VW",1}, {"WGS1",512}, {"WGS2",512} } },
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{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"VW",1}, {"WGS1",64}, {"WGS2",1024} } },
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{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"VW",1}, {"WGS1",1024}, {"WGS2",512} } },
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{ "default", { {"VW",1}, {"WGS1",64}, {"WGS2",512} } },
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}
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},
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{ // Intel accelerators
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kDeviceTypeAccelerator, "Intel", {
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{ "Intel(R) Many Integrated Core Acceleration Card", { {"VW",1}, {"WGS1",512}, {"WGS2",1024} } },
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{ "default", { {"VW",1}, {"WGS1",512}, {"WGS2",1024} } },
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{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"WGS1",512}, {"WGS2",64} } },
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{ "default", { {"WGS1",512}, {"WGS2",64} } },
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}
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},
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{ // NVIDIA GPUs
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kDeviceTypeGPU, "NVIDIA", {
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{ "GeForce GTX 480", { {"VW",1}, {"WGS1",512}, {"WGS2",1024} } },
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{ "GeForce GTX 680", { {"VW",1}, {"WGS1",64}, {"WGS2",128} } },
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{ "GeForce GTX 750 Ti", { {"VW",1}, {"WGS1",64}, {"WGS2",1024} } },
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{ "GeForce GTX 980", { {"VW",1}, {"WGS1",32}, {"WGS2",512} } },
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{ "GeForce GTX TITAN", { {"VW",1}, {"WGS1",128}, {"WGS2",1024} } },
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{ "GeForce GTX TITAN X", { {"VW",1}, {"WGS1",128}, {"WGS2",128} } },
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{ "Tesla K20m", { {"VW",1}, {"WGS1",128}, {"WGS2",1024} } },
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{ "Tesla K40m", { {"VW",1}, {"WGS1",256}, {"WGS2",1024} } },
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{ "default", { {"VW",1}, {"WGS1",32}, {"WGS2",128} } },
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{ "GeForce GTX 480", { {"WGS1",512}, {"WGS2",32} } },
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{ "GeForce GTX 680", { {"WGS1",128}, {"WGS2",64} } },
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{ "GeForce GTX 980", { {"WGS1",128}, {"WGS2",32} } },
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{ "GeForce GTX TITAN X", { {"WGS1",256}, {"WGS2",32} } },
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{ "Tesla K20m", { {"WGS1",512}, {"WGS2",32} } },
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{ "default", { {"WGS1",128}, {"WGS2",32} } },
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}
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},
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{ // Default
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kDeviceTypeAll, "default", {
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{ "default", { {"VW",1}, {"WGS1",32}, {"WGS2",128} } },
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{ "default", { {"WGS1",64}, {"WGS2",32} } },
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}
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},
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}
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@ -188,47 +135,30 @@ const Database::DatabaseEntry Database::XdotComplexDouble = {
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"Xdot", Precision::kComplexDouble, {
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{ // AMD GPUs
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kDeviceTypeGPU, "AMD", {
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{ "AMD Radeon R9 M370X Compute Engine", { {"VW",1}, {"WGS1",64}, {"WGS2",32} } },
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{ "Tahiti", { {"VW",1}, {"WGS1",64}, {"WGS2",256} } },
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{ "default", { {"VW",1}, {"WGS1",64}, {"WGS2",32} } },
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}
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},
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{ // ARM GPUs
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kDeviceTypeGPU, "ARM", {
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{ "Mali-T628", { {"VW",1}, {"WGS1",32}, {"WGS2",64} } },
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{ "default", { {"VW",1}, {"WGS1",32}, {"WGS2",64} } },
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{ "AMD Radeon R9 M370X Compute Engine", { {"WGS1",64}, {"WGS2",32} } },
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{ "Tahiti", { {"WGS1",256}, {"WGS2",32} } },
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{ "default", { {"WGS1",64}, {"WGS2",32} } },
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}
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},
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{ // Intel CPUs
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kDeviceTypeCPU, "Intel", {
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{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"VW",1}, {"WGS1",256}, {"WGS2",1024} } },
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{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { {"VW",1}, {"WGS1",64}, {"WGS2",1024} } },
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{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { {"VW",1}, {"WGS1",512}, {"WGS2",1024} } },
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{ "default", { {"VW",1}, {"WGS1",64}, {"WGS2",1024} } },
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}
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},
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{ // Intel accelerators
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kDeviceTypeAccelerator, "Intel", {
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{ "Intel(R) Many Integrated Core Acceleration Card", { {"VW",1}, {"WGS1",32}, {"WGS2",1024} } },
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{ "default", { {"VW",1}, {"WGS1",32}, {"WGS2",1024} } },
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{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { {"WGS1",1024}, {"WGS2",32} } },
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{ "default", { {"WGS1",1024}, {"WGS2",32} } },
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}
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},
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{ // NVIDIA GPUs
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kDeviceTypeGPU, "NVIDIA", {
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{ "GeForce GTX 480", { {"VW",1}, {"WGS1",512}, {"WGS2",512} } },
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{ "GeForce GTX 680", { {"VW",1}, {"WGS1",256}, {"WGS2",64} } },
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{ "GeForce GTX 750 Ti", { {"VW",1}, {"WGS1",32}, {"WGS2",64} } },
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{ "GeForce GTX 980", { {"VW",1}, {"WGS1",32}, {"WGS2",128} } },
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{ "GeForce GTX TITAN", { {"VW",1}, {"WGS1",128}, {"WGS2",512} } },
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{ "GeForce GTX TITAN X", { {"VW",1}, {"WGS1",128}, {"WGS2",128} } },
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{ "Tesla K20m", { {"VW",1}, {"WGS1",128}, {"WGS2",1024} } },
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{ "Tesla K40m", { {"VW",1}, {"WGS1",128}, {"WGS2",1024} } },
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{ "default", { {"VW",1}, {"WGS1",32}, {"WGS2",64} } },
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{ "GeForce GTX 480", { {"WGS1",512}, {"WGS2",32} } },
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{ "GeForce GTX 680", { {"WGS1",256}, {"WGS2",64} } },
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{ "GeForce GTX 980", { {"WGS1",64}, {"WGS2",32} } },
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{ "GeForce GTX TITAN X", { {"WGS1",128}, {"WGS2",32} } },
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{ "Tesla K20m", { {"WGS1",128}, {"WGS2",32} } },
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{ "default", { {"WGS1",64}, {"WGS2",32} } },
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}
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},
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{ // Default
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kDeviceTypeAll, "default", {
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{ "default", { {"VW",1}, {"WGS1",32}, {"WGS2",32} } },
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{ "default", { {"WGS1",64}, {"WGS2",32} } },
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}
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},
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}
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@ -95,6 +95,9 @@ def RemoveDuplicates(df):
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def RemoveEntriesByDevice(df, devicename):
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return df[df["device"] != devicename]
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def RemoveEntriesByKernelFamily(df, familyname):
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return df[df["kernel_family"] != familyname]
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def GetEntriesByField(df, field, value):
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return df[df[field] == value]
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