[NFC] Refactor creation of the BLIS mirco-kernel and improve documentation

Reviewed-by: Tobias Grosser <tobias@grosser.es>
llvm-svn: 276616
This commit is contained in:
Roman Gareev 2016-07-25 07:27:59 +00:00
parent ce415ff9c5
commit 2cb4d133f5
2 changed files with 53 additions and 5 deletions

View File

@ -20,6 +20,16 @@ struct isl_schedule;
struct isl_schedule_node;
struct isl_union_map;
/// @brief Parameters of the micro kernel.
///
/// Parameters, which determine sizes of rank-1 (i.e., outer product) update
/// used in the optimized matrix multiplication.
///
struct MicroKernelParamsTy {
int Mr;
int Nr;
};
namespace polly {
extern bool DisablePollyTiling;
class Scop;
@ -232,6 +242,21 @@ private:
///
/// @param Node The node to check.
static bool isMatrMultPattern(__isl_keep isl_schedule_node *Node);
/// @brief Create the BLIS macro-kernel.
///
/// We create the BLIS macro-kernel by applying a combination of tiling
/// of dimensions of the band node and interchanging of two innermost
/// modified dimensions. The values passed in MicroKernelParam are used
/// as tile sizes.
///
/// @param Node The schedule node to be modified.
/// @param MicroKernelParams Parameters of the micro kernel
/// to be used as tile sizes.
/// @see MicroKernelParamsTy
static __isl_give isl_schedule_node *
createMicroKernel(__isl_take isl_schedule_node *Node,
MicroKernelParamsTy MicroKernelParams);
};
#endif

View File

@ -493,10 +493,27 @@ static __isl_give isl_map *circularShiftOutputDims(__isl_take isl_map *IslMap) {
return isl_map_set_tuple_id(IslMap, isl_dim_in, InputDimsId);
}
__isl_give isl_schedule_node *ScheduleTreeOptimizer::optimizeMatMulPattern(
__isl_take isl_schedule_node *Node, const llvm::TargetTransformInfo *TTI) {
__isl_give isl_schedule_node *ScheduleTreeOptimizer::createMicroKernel(
__isl_take isl_schedule_node *Node, MicroKernelParamsTy MicroKernelParams) {
return applyRegisterTiling(Node, {MicroKernelParams.Mr, MicroKernelParams.Nr},
1);
}
/// Get parameters of the BLIS micro kernel.
///
/// We choose the Mr and Nr parameters of the micro kernel to be large enough
/// such that no stalls caused by the combination of latencies and dependencies
/// are introduced during the updates of the resulting matrix of the matrix
/// multiplication. However, they should also be as small as possible to
/// release more registers for entries of multiplied matrices.
///
/// @param TTI Target Transform Info.
/// @return The structure of type MicroKernelParamsTy.
/// @see MicroKernelParamsTy
static struct MicroKernelParamsTy
getMicroKernelParams(const llvm::TargetTransformInfo *TTI) {
assert(TTI && "The target transform info should be provided.");
// Get a micro-kernel.
// Nvec - Number of double-precision floating-point numbers that can be hold
// by a vector register. Use 2 by default.
auto Nvec = TTI->getRegisterBitWidth(true) / 64;
@ -505,8 +522,14 @@ __isl_give isl_schedule_node *ScheduleTreeOptimizer::optimizeMatMulPattern(
int Nr =
ceil(sqrt(Nvec * LatencyVectorFma * ThrougputVectorFma) / Nvec) * Nvec;
int Mr = ceil(Nvec * LatencyVectorFma * ThrougputVectorFma / Nr);
std::vector<int> MicroKernelParams{Mr, Nr};
Node = applyRegisterTiling(Node, MicroKernelParams, 1);
return {Mr, Nr};
}
__isl_give isl_schedule_node *ScheduleTreeOptimizer::optimizeMatMulPattern(
__isl_take isl_schedule_node *Node, const llvm::TargetTransformInfo *TTI) {
assert(TTI && "The target transform info should be provided.");
auto MicroKernelParams = getMicroKernelParams(TTI);
Node = createMicroKernel(Node, MicroKernelParams);
return Node;
}