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view mlir/test/mlir-cpu-runner/include/mlir_runner_utils.h @ 150:1d019706d866
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author | anatofuz |
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date | Thu, 13 Feb 2020 15:10:13 +0900 |
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//===- mlir_runner_utils.h - Utils for debugging MLIR CPU execution -------===// // // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. // See https://llvm.org/LICENSE.txt for license information. // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception // //===----------------------------------------------------------------------===// #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 #ifdef mlir_runner_utils_EXPORTS /* We are building this library */ #define MLIR_RUNNER_UTILS_EXPORT __declspec(dllexport) #else /* We are using this library */ #define MLIR_RUNNER_UTILS_EXPORT __declspec(dllimport) #endif // mlir_runner_utils_EXPORTS #endif // MLIR_RUNNER_UTILS_EXPORT #else #define MLIR_RUNNER_UTILS_EXPORT #endif // _WIN32 template <typename T, int N> struct StridedMemRefType; template <typename StreamType, typename T, int N> void printMemRefMetaData(StreamType &os, StridedMemRefType<T, N> &V); template <int N> void dropFront(int64_t arr[N], int64_t *res) { for (unsigned i = 1; i < N; ++i) *(res + i - 1) = arr[i]; } /// StridedMemRef descriptor type with static rank. template <typename T, int N> struct StridedMemRefType { T *basePtr; T *data; int64_t offset; int64_t sizes[N]; int64_t strides[N]; // This operator[] is extremely slow and only for sugaring purposes. StridedMemRefType<T, N - 1> operator[](int64_t idx) { StridedMemRefType<T, N - 1> res; res.basePtr = basePtr; res.data = data; res.offset = offset + idx * strides[0]; dropFront<N>(sizes, res.sizes); dropFront<N>(strides, res.strides); return res; } }; /// StridedMemRef descriptor type specialized for rank 1. template <typename T> struct StridedMemRefType<T, 1> { T *basePtr; T *data; int64_t offset; int64_t sizes[1]; int64_t strides[1]; T &operator[](int64_t idx) { return *(data + offset + idx * strides[0]); } }; /// StridedMemRef descriptor type specialized for rank 0. template <typename T> struct StridedMemRefType<T, 0> { T *basePtr; T *data; int64_t offset; }; // Unranked MemRef template <typename T> struct UnrankedMemRefType { int64_t rank; void *descriptor; }; template <typename StreamType, typename T, int N> void printMemRefMetaData(StreamType &os, StridedMemRefType<T, N> &V) { static_assert(N > 0, "Expected N > 0"); os << "Memref base@ = " << reinterpret_cast<void *>(V.data) << " rank = " << N << " offset = " << V.offset << " sizes = [" << V.sizes[0]; for (unsigned i = 1; i < N; ++i) os << ", " << V.sizes[i]; os << "] strides = [" << V.strides[0]; for (unsigned i = 1; i < N; ++i) os << ", " << V.strides[i]; os << "]"; } template <typename StreamType, typename T> void printMemRefMetaData(StreamType &os, StridedMemRefType<T, 0> &V) { os << "Memref base@ = " << reinterpret_cast<void *>(V.data) << " rank = 0" << " offset = " << V.offset; } template <typename T, typename StreamType> void printUnrankedMemRefMetaData(StreamType &os, UnrankedMemRefType<T> &V) { os << "Unranked Memref rank = " << V.rank << " " << "descriptor@ = " << reinterpret_cast<void *>(V.descriptor) << "\n"; } template <typename T, int Dim, int... Dims> struct Vector { Vector<T, Dims...> vector[Dim]; }; template <typename T, int Dim> struct Vector<T, Dim> { T vector[Dim]; }; template <int D1, typename T> using Vector1D = Vector<T, D1>; template <int D1, int D2, typename T> using Vector2D = Vector<T, D1, D2>; template <int D1, int D2, int D3, typename T> 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 inline 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) { printMemRefMetaData(std::cout, M); std::cout << " 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 _mlir_ciface_print_memref_i8(UnrankedMemRefType<int8_t> *M); extern "C" MLIR_RUNNER_UTILS_EXPORT void _mlir_ciface_print_memref_f32(UnrankedMemRefType<float> *M); extern "C" MLIR_RUNNER_UTILS_EXPORT void print_memref_f32(int64_t rank, void *ptr); extern "C" MLIR_RUNNER_UTILS_EXPORT void _mlir_ciface_print_memref_0d_f32(StridedMemRefType<float, 0> *M); extern "C" MLIR_RUNNER_UTILS_EXPORT void _mlir_ciface_print_memref_1d_f32(StridedMemRefType<float, 1> *M); extern "C" MLIR_RUNNER_UTILS_EXPORT void _mlir_ciface_print_memref_2d_f32(StridedMemRefType<float, 2> *M); extern "C" MLIR_RUNNER_UTILS_EXPORT void _mlir_ciface_print_memref_3d_f32(StridedMemRefType<float, 3> *M); extern "C" MLIR_RUNNER_UTILS_EXPORT void _mlir_ciface_print_memref_4d_f32(StridedMemRefType<float, 4> *M); extern "C" MLIR_RUNNER_UTILS_EXPORT void _mlir_ciface_print_memref_vector_4x4xf32( StridedMemRefType<Vector2D<4, 4, float>, 2> *M); // Small runtime support "lib" for vector.print lowering. extern "C" MLIR_RUNNER_UTILS_EXPORT void print_f32(float f); extern "C" MLIR_RUNNER_UTILS_EXPORT void print_f64(double d); extern "C" MLIR_RUNNER_UTILS_EXPORT void print_open(); extern "C" MLIR_RUNNER_UTILS_EXPORT void print_close(); extern "C" MLIR_RUNNER_UTILS_EXPORT void print_comma(); extern "C" MLIR_RUNNER_UTILS_EXPORT void print_newline(); #endif // MLIR_CPU_RUNNER_MLIRUTILS_H_