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Add a script for generating the quick-tuning perfconfigs list #1689

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Add a script for generating the quick-tuning perfconfigs list #1689

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abbfac4
Add script for generate quick-tuning data
djramic Oct 24, 2024
2601cae
Added quick-tuning perfconfigs .inc file and integrated it into the c…
djramic Oct 28, 2024
06834a1
Corrected tests
djramic Nov 12, 2024
588592a
Correct clang-format
djramic Nov 18, 2024
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32 changes: 9 additions & 23 deletions mlir/include/mlir/Dialect/Rock/Tuning/GridwiseGemmParams.h
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Original file line number Diff line number Diff line change
Expand Up @@ -285,8 +285,9 @@ class BasePopulateParams {
//
class PopulateParams : public BasePopulateParams<InitParamsNonAccel> {
private:
static constexpr size_t nInitParameters = 30;
static const InitParamsNonAccel initParameters[nInitParameters];
#define NonAccel_DECLARATIONS_GEN
#include "mlir/Dialect/Rock/Tuning/QuickTuningPerfconfigs.inc"
#undef NonAccel_DECLARATIONS_GEN
// if can't select config from above , use this config to do
// padding kernel for example , GemmK/block is 16 , if your gemmK is 13 , we
// add more 3 gemmk
Expand Down Expand Up @@ -387,19 +388,9 @@ class PopulateParamsAccel : public BasePopulateParams<InitParamsAccel> {
// Xdlops interface
//
class PopulateParamsXDL : public PopulateParamsAccel {
static constexpr size_t nInitParameters = 40;
// Initial tuning parameters for forward convolution and backward
// convolution.
static const InitParamsAccel initParameters[nInitParameters];

static constexpr size_t nInitParametersFp16 = 40;
// Tuning parameters for fp16/bf16 convolutions.
static const InitParamsAccel initParametersFp16[nInitParametersFp16];

static constexpr size_t nInitParametersForward8Bit = 40;
// Tuning parameters for i8 convolutions.
static const InitParamsAccel
initParametersForward8Bit[nInitParametersForward8Bit];
#define XDL_DECLARATIONS_GEN
#include "mlir/Dialect/Rock/Tuning/QuickTuningPerfconfigs.inc"
#undef XDL_DECLARATIONS_GEN

public:
std::vector<InitParamsAccel>
Expand All @@ -425,14 +416,9 @@ class PopulateParamsXDL : public PopulateParamsAccel {
//
class PopulateParamsWmma : public PopulateParamsAccel {
private:
static constexpr size_t nInitParametersFp16 = 30;
// Tuning parameters for fp16/bf16 convolutions.
static const InitParamsAccel initParametersFp16[nInitParametersFp16];

static constexpr size_t nInitParametersForward8Bit = 30;
// Tuning parameters for i8 convolutions.
static const InitParamsAccel
initParametersForward8Bit[nInitParametersForward8Bit];
#define Wmma_DECLARATIONS_GEN
#include "mlir/Dialect/Rock/Tuning/QuickTuningPerfconfigs.inc"
#undef Wmma_DECLARATIONS_GEN

public:
std::vector<InitParamsAccel>
Expand Down
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