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Move cpu runner utils templates to .h
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This allows reusing the implementation in various places by just including and permits more easily writing test functions without explicit template instantiations.

This also modifies UnrankedMemRefType to take a template type parameter since it cannot be type agnostic atm.

PiperOrigin-RevId: 285187711
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Nicolas Vasilache authored and tensorflower-gardener committed Dec 12, 2019
1 parent 9b85582 commit 95b5a4f
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Showing 3 changed files with 175 additions and 159 deletions.
181 changes: 164 additions & 17 deletions mlir/test/mlir-cpu-runner/include/mlir_runner_utils.h
Expand Up @@ -17,7 +17,9 @@
#ifndef MLIR_CPU_RUNNER_MLIRUTILS_H_
#define MLIR_CPU_RUNNER_MLIRUTILS_H_

#include <assert.h>
#include <cstdint>
#include <iostream>

#ifdef _WIN32
#ifndef MLIR_RUNNER_UTILS_EXPORT
Expand Down Expand Up @@ -79,7 +81,7 @@ template <typename T> struct StridedMemRefType<T, 0> {
};

// Unranked MemRef
struct UnrankedMemRefType {
template <typename T> struct UnrankedMemRefType {
int64_t rank;
void *descriptor;
};
Expand All @@ -103,26 +105,12 @@ void printMemRefMetaData(StreamType &os, StridedMemRefType<T, 0> &V) {
<< " offset = " << V.offset;
}

extern "C" MLIR_RUNNER_UTILS_EXPORT void
print_memref_f32(UnrankedMemRefType *M);

template <typename StreamType>
void printUnrankedMemRefMetaData(StreamType &os, UnrankedMemRefType &V) {
template <typename T, typename StreamType>
void printUnrankedMemRefMetaData(StreamType &os, UnrankedMemRefType<T> &V) {
os << "Unranked Memref rank = " << V.rank << " "
<< "descriptor@ = " << reinterpret_cast<float *>(V.descriptor) << " ";
}

extern "C" MLIR_RUNNER_UTILS_EXPORT void
print_memref_0d_f32(StridedMemRefType<float, 0> *M);
extern "C" MLIR_RUNNER_UTILS_EXPORT void
print_memref_1d_f32(StridedMemRefType<float, 1> *M);
extern "C" MLIR_RUNNER_UTILS_EXPORT void
print_memref_2d_f32(StridedMemRefType<float, 2> *M);
extern "C" MLIR_RUNNER_UTILS_EXPORT void
print_memref_3d_f32(StridedMemRefType<float, 3> *M);
extern "C" MLIR_RUNNER_UTILS_EXPORT void
print_memref_4d_f32(StridedMemRefType<float, 4> *M);

template <typename T, int Dim, int... Dims> struct Vector {
Vector<T, Dims...> vector[Dim];
};
Expand All @@ -135,6 +123,165 @@ using Vector3D = Vector<T, D1, D2, D3>;
template <int D1, int D2, int D3, int D4, typename T>
using Vector4D = Vector<T, D1, D2, D3, D4>;

////////////////////////////////////////////////////////////////////////////////
// Templated instantiation follows.
////////////////////////////////////////////////////////////////////////////////
namespace impl {
template <typename T, int M, int... Dims>
std::ostream &operator<<(std::ostream &os, const Vector<T, M, Dims...> &v);

template <int... Dims> struct StaticSizeMult {
static constexpr int value = 1;
};

template <int N, int... Dims> struct StaticSizeMult<N, Dims...> {
static constexpr int value = N * StaticSizeMult<Dims...>::value;
};

static void printSpace(std::ostream &os, int count) {
for (int i = 0; i < count; ++i) {
os << ' ';
}
}

template <typename T, int M, int... Dims> struct VectorDataPrinter {
static void print(std::ostream &os, const Vector<T, M, Dims...> &val);
};

template <typename T, int M, int... Dims>
void VectorDataPrinter<T, M, Dims...>::print(std::ostream &os,
const Vector<T, M, Dims...> &val) {
static_assert(M > 0, "0 dimensioned tensor");
static_assert(sizeof(val) == M * StaticSizeMult<Dims...>::value * sizeof(T),
"Incorrect vector size!");
// First
os << "(" << val.vector[0];
if (M > 1)
os << ", ";
if (sizeof...(Dims) > 1)
os << "\n";
// Kernel
for (unsigned i = 1; i + 1 < M; ++i) {
printSpace(os, 2 * sizeof...(Dims));
os << val.vector[i] << ", ";
if (sizeof...(Dims) > 1)
os << "\n";
}
// Last
if (M > 1) {
printSpace(os, sizeof...(Dims));
os << val.vector[M - 1];
}
os << ")";
}

template <typename T, int M, int... Dims>
std::ostream &operator<<(std::ostream &os, const Vector<T, M, Dims...> &v) {
VectorDataPrinter<T, M, Dims...>::print(os, v);
return os;
}

template <typename T, int N> struct MemRefDataPrinter {
static void print(std::ostream &os, T *base, int64_t rank, int64_t offset,
int64_t *sizes, int64_t *strides);
static void printFirst(std::ostream &os, T *base, int64_t rank,
int64_t offset, int64_t *sizes, int64_t *strides);
static void printLast(std::ostream &os, T *base, int64_t rank, int64_t offset,
int64_t *sizes, int64_t *strides);
};

template <typename T> struct MemRefDataPrinter<T, 0> {
static void print(std::ostream &os, T *base, int64_t rank, int64_t offset,
int64_t *sizes = nullptr, int64_t *strides = nullptr);
};

template <typename T, int N>
void MemRefDataPrinter<T, N>::printFirst(std::ostream &os, T *base,
int64_t rank, int64_t offset,
int64_t *sizes, int64_t *strides) {
os << "[";
MemRefDataPrinter<T, N - 1>::print(os, base, rank, offset, sizes + 1,
strides + 1);
// If single element, close square bracket and return early.
if (sizes[0] <= 1) {
os << "]";
return;
}
os << ", ";
if (N > 1)
os << "\n";
}

template <typename T, int N>
void MemRefDataPrinter<T, N>::print(std::ostream &os, T *base, int64_t rank,
int64_t offset, int64_t *sizes,
int64_t *strides) {
printFirst(os, base, rank, offset, sizes, strides);
for (unsigned i = 1; i + 1 < sizes[0]; ++i) {
printSpace(os, rank - N + 1);
MemRefDataPrinter<T, N - 1>::print(os, base, rank, offset + i * strides[0],
sizes + 1, strides + 1);
os << ", ";
if (N > 1)
os << "\n";
}
if (sizes[0] <= 1)
return;
printLast(os, base, rank, offset, sizes, strides);
}

template <typename T, int N>
void MemRefDataPrinter<T, N>::printLast(std::ostream &os, T *base, int64_t rank,
int64_t offset, int64_t *sizes,
int64_t *strides) {
printSpace(os, rank - N + 1);
MemRefDataPrinter<T, N - 1>::print(os, base, rank,
offset + (sizes[0] - 1) * (*strides),
sizes + 1, strides + 1);
os << "]";
}

template <typename T>
void MemRefDataPrinter<T, 0>::print(std::ostream &os, T *base, int64_t rank,
int64_t offset, int64_t *sizes,
int64_t *strides) {
os << base[offset];
}

template <typename T, int N> void printMemRef(StridedMemRefType<T, N> &M) {
static_assert(N > 0, "Expected N > 0");
printMemRefMetaData(std::cout, M);
std::cout << " data = " << std::endl;
MemRefDataPrinter<T, N>::print(std::cout, M.data, N, M.offset, M.sizes,
M.strides);
std::cout << std::endl;
}

template <typename T> void printMemRef(StridedMemRefType<T, 0> &M) {
std::cout << "\nMemref base@ = " << M.data << " rank = " << 0
<< " offset = " << M.offset << " data = " << std::endl;
std::cout << "[";
MemRefDataPrinter<T, 0>::print(std::cout, M.data, 0, M.offset);
std::cout << "]" << std::endl;
}
} // namespace impl

////////////////////////////////////////////////////////////////////////////////
// Currently exposed C API.
////////////////////////////////////////////////////////////////////////////////
extern "C" MLIR_RUNNER_UTILS_EXPORT void
print_memref_f32(UnrankedMemRefType<float> *M);
extern "C" MLIR_RUNNER_UTILS_EXPORT void
print_memref_0d_f32(StridedMemRefType<float, 0> *M);
extern "C" MLIR_RUNNER_UTILS_EXPORT void
print_memref_1d_f32(StridedMemRefType<float, 1> *M);
extern "C" MLIR_RUNNER_UTILS_EXPORT void
print_memref_2d_f32(StridedMemRefType<float, 2> *M);
extern "C" MLIR_RUNNER_UTILS_EXPORT void
print_memref_3d_f32(StridedMemRefType<float, 3> *M);
extern "C" MLIR_RUNNER_UTILS_EXPORT void
print_memref_4d_f32(StridedMemRefType<float, 4> *M);

extern "C" MLIR_RUNNER_UTILS_EXPORT void
print_memref_vector_4x4xf32(StridedMemRefType<Vector2D<4, 4, float>, 2> *M);

Expand Down
149 changes: 8 additions & 141 deletions mlir/test/mlir-cpu-runner/mlir_runner_utils.cpp
Expand Up @@ -21,153 +21,20 @@
//===----------------------------------------------------------------------===//

#include "include/mlir_runner_utils.h"
#include <assert.h>
#include <iostream>

template <int... Dims> struct StaticSizeMult {
static constexpr int value = 1;
};

template <int N, int... Dims> struct StaticSizeMult<N, Dims...> {
static constexpr int value = N * StaticSizeMult<Dims...>::value;
};

static void printSpace(std::ostream &os, int count) {
for (int i = 0; i < count; ++i) {
os << ' ';
}
}

template <typename T, int M, int... Dims> struct VectorDataPrinter {
static void print(std::ostream &os, const Vector<T, M, Dims...> &val);
};

template <typename T, int M, int... Dims>
void VectorDataPrinter<T, M, Dims...>::print(std::ostream &os,
const Vector<T, M, Dims...> &val) {
static_assert(M > 0, "0 dimensioned tensor");
static_assert(sizeof(val) == M * StaticSizeMult<Dims...>::value * sizeof(T),
"Incorrect vector size!");
// First
os << "(" << val.vector[0];
if (M > 1)
os << ", ";
if (sizeof...(Dims) > 1)
os << "\n";
// Kernel
for (unsigned i = 1; i + 1 < M; ++i) {
printSpace(os, 2 * sizeof...(Dims));
os << val.vector[i] << ", ";
if (sizeof...(Dims) > 1)
os << "\n";
}
// Last
printSpace(os, sizeof...(Dims));
os << val.vector[M - 1] << ")";
}

template <typename T, int M, int... Dims>
std::ostream &operator<<(std::ostream &os, const Vector<T, M, Dims...> &v) {
VectorDataPrinter<T, M, Dims...>::print(os, v);
return os;
}

template <typename T, int N> struct MemRefDataPrinter {
static void print(std::ostream &os, T *base, int64_t rank, int64_t offset,
int64_t *sizes, int64_t *strides);
static void printFirst(std::ostream &os, T *base, int64_t rank,
int64_t offset, int64_t *sizes, int64_t *strides);
static void printLast(std::ostream &os, T *base, int64_t rank, int64_t offset,
int64_t *sizes, int64_t *strides);
};

template <typename T> struct MemRefDataPrinter<T, 0> {
static void print(std::ostream &os, T *base, int64_t rank, int64_t offset,
int64_t *sizes = nullptr, int64_t *strides = nullptr);
};

template <typename T, int N>
void MemRefDataPrinter<T, N>::printFirst(std::ostream &os, T *base,
int64_t rank, int64_t offset,
int64_t *sizes, int64_t *strides) {
os << "[";
MemRefDataPrinter<T, N - 1>::print(os, base, rank, offset, sizes + 1,
strides + 1);
// If single element, close square bracket and return early.
if (sizes[0] <= 1) {
os << "]";
return;
}
os << ", ";
if (N > 1)
os << "\n";
}

template <typename T, int N>
void MemRefDataPrinter<T, N>::print(std::ostream &os, T *base, int64_t rank,
int64_t offset, int64_t *sizes,
int64_t *strides) {
printFirst(os, base, rank, offset, sizes, strides);
for (unsigned i = 1; i + 1 < sizes[0]; ++i) {
printSpace(os, rank - N + 1);
MemRefDataPrinter<T, N - 1>::print(os, base, rank, offset + i * strides[0],
sizes + 1, strides + 1);
os << ", ";
if (N > 1)
os << "\n";
}
if (sizes[0] <= 1)
return;
printLast(os, base, rank, offset, sizes, strides);
}

template <typename T, int N>
void MemRefDataPrinter<T, N>::printLast(std::ostream &os, T *base, int64_t rank,
int64_t offset, int64_t *sizes,
int64_t *strides) {
printSpace(os, rank - N + 1);
MemRefDataPrinter<T, N - 1>::print(os, base, rank,
offset + (sizes[0] - 1) * (*strides),
sizes + 1, strides + 1);
os << "]";
}

template <typename T>
void MemRefDataPrinter<T, 0>::print(std::ostream &os, T *base, int64_t rank,
int64_t offset, int64_t *sizes,
int64_t *strides) {
os << base[offset];
}

template <typename T, int N> void printMemRef(StridedMemRefType<T, N> &M) {
static_assert(N > 0, "Expected N > 0");
printMemRefMetaData(std::cout, M);
std::cout << " data = " << std::endl;
MemRefDataPrinter<T, N>::print(std::cout, M.data, N, M.offset, M.sizes,
M.strides);
std::cout << std::endl;
}

template <typename T> void printMemRef(StridedMemRefType<T, 0> &M) {
std::cout << "\nMemref base@ = " << M.data << " rank = " << 0
<< " offset = " << M.offset << " data = [";
MemRefDataPrinter<T, 0>::print(std::cout, M.data, 0, M.offset);
std::cout << "]" << std::endl;
}

extern "C" void
print_memref_vector_4x4xf32(StridedMemRefType<Vector2D<4, 4, float>, 2> *M) {
printMemRef(*M);
impl::printMemRef(*M);
}

extern "C" void print_memref_f32(UnrankedMemRefType *M) {
extern "C" void print_memref_f32(UnrankedMemRefType<float> *M) {
printUnrankedMemRefMetaData(std::cout, *M);
int rank = M->rank;
void *ptr = M->descriptor;

#define MEMREF_CASE(RANK) \
case RANK: \
printMemRef(*(static_cast<StridedMemRefType<float, RANK> *>(ptr))); \
impl::printMemRef(*(static_cast<StridedMemRefType<float, RANK> *>(ptr))); \
break

switch (rank) {
Expand All @@ -182,17 +49,17 @@ extern "C" void print_memref_f32(UnrankedMemRefType *M) {
}

extern "C" void print_memref_0d_f32(StridedMemRefType<float, 0> *M) {
printMemRef(*M);
impl::printMemRef(*M);
}
extern "C" void print_memref_1d_f32(StridedMemRefType<float, 1> *M) {
printMemRef(*M);
impl::printMemRef(*M);
}
extern "C" void print_memref_2d_f32(StridedMemRefType<float, 2> *M) {
printMemRef(*M);
impl::printMemRef(*M);
}
extern "C" void print_memref_3d_f32(StridedMemRefType<float, 3> *M) {
printMemRef(*M);
impl::printMemRef(*M);
}
extern "C" void print_memref_4d_f32(StridedMemRefType<float, 4> *M) {
printMemRef(*M);
impl::printMemRef(*M);
}

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