506 lines
17 KiB
C++
506 lines
17 KiB
C++
//===- CRunnerUtils.h - Utils for debugging MLIR execution ----------------===//
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//
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// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
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// See https://llvm.org/LICENSE.txt for license information.
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// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
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//
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//===----------------------------------------------------------------------===//
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//
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// This file declares basic classes and functions to manipulate structured MLIR
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// types at runtime. Entities in this file must be compliant with C++11 and be
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// retargetable, including on targets without a C++ runtime.
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//
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//===----------------------------------------------------------------------===//
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#ifndef MLIR_EXECUTIONENGINE_CRUNNERUTILS_H
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#define MLIR_EXECUTIONENGINE_CRUNNERUTILS_H
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#ifdef _WIN32
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#ifndef MLIR_CRUNNERUTILS_EXPORT
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#ifdef mlir_c_runner_utils_EXPORTS
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// We are building this library
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#define MLIR_CRUNNERUTILS_EXPORT __declspec(dllexport)
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#define MLIR_CRUNNERUTILS_DEFINE_FUNCTIONS
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#else
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// We are using this library
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#define MLIR_CRUNNERUTILS_EXPORT __declspec(dllimport)
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#endif // mlir_c_runner_utils_EXPORTS
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#endif // MLIR_CRUNNERUTILS_EXPORT
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#else // _WIN32
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// Non-windows: use visibility attributes.
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#define MLIR_CRUNNERUTILS_EXPORT __attribute__((visibility("default")))
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#define MLIR_CRUNNERUTILS_DEFINE_FUNCTIONS
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#endif // _WIN32
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#include <array>
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#include <cassert>
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#include <cstdint>
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#include <initializer_list>
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#include <vector>
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//===----------------------------------------------------------------------===//
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// Codegen-compatible structures for Vector type.
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//===----------------------------------------------------------------------===//
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namespace mlir {
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namespace detail {
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constexpr bool isPowerOf2(int n) { return (!(n & (n - 1))); }
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constexpr unsigned nextPowerOf2(int n) {
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return (n <= 1) ? 1 : (isPowerOf2(n) ? n : (2 * nextPowerOf2((n + 1) / 2)));
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}
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template <typename T, int Dim, bool IsPowerOf2>
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struct Vector1D;
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template <typename T, int Dim>
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struct Vector1D<T, Dim, /*IsPowerOf2=*/true> {
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Vector1D() {
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static_assert(detail::nextPowerOf2(sizeof(T[Dim])) == sizeof(T[Dim]),
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"size error");
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}
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inline T &operator[](unsigned i) { return vector[i]; }
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inline const T &operator[](unsigned i) const { return vector[i]; }
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private:
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T vector[Dim];
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};
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// 1-D vector, padded to the next power of 2 allocation.
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// Specialization occurs to avoid zero size arrays (which fail in -Werror).
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template <typename T, int Dim>
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struct Vector1D<T, Dim, /*IsPowerOf2=*/false> {
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Vector1D() {
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static_assert(nextPowerOf2(sizeof(T[Dim])) > sizeof(T[Dim]), "size error");
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static_assert(nextPowerOf2(sizeof(T[Dim])) < 2 * sizeof(T[Dim]),
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"size error");
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}
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inline T &operator[](unsigned i) { return vector[i]; }
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inline const T &operator[](unsigned i) const { return vector[i]; }
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private:
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T vector[Dim];
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char padding[nextPowerOf2(sizeof(T[Dim])) - sizeof(T[Dim])];
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};
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} // namespace detail
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} // namespace mlir
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// N-D vectors recurse down to 1-D.
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template <typename T, int Dim, int... Dims>
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struct Vector {
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inline Vector<T, Dims...> &operator[](unsigned i) { return vector[i]; }
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inline const Vector<T, Dims...> &operator[](unsigned i) const {
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return vector[i];
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}
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private:
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Vector<T, Dims...> vector[Dim];
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};
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// 1-D vectors in LLVM are automatically padded to the next power of 2.
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// We insert explicit padding in to account for this.
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template <typename T, int Dim>
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struct Vector<T, Dim>
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: public mlir::detail::Vector1D<T, Dim,
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mlir::detail::isPowerOf2(sizeof(T[Dim]))> {
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};
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template <int D1, typename T>
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using Vector1D = Vector<T, D1>;
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template <int D1, int D2, typename T>
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using Vector2D = Vector<T, D1, D2>;
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template <int D1, int D2, int D3, typename T>
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using Vector3D = Vector<T, D1, D2, D3>;
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template <int D1, int D2, int D3, int D4, typename T>
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using Vector4D = Vector<T, D1, D2, D3, D4>;
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template <int N>
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void dropFront(int64_t arr[N], int64_t *res) {
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for (unsigned i = 1; i < N; ++i)
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*(res + i - 1) = arr[i];
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}
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//===----------------------------------------------------------------------===//
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// Codegen-compatible structures for StridedMemRef type.
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//===----------------------------------------------------------------------===//
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template <typename T, int Rank>
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class StridedMemrefIterator;
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/// StridedMemRef descriptor type with static rank.
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template <typename T, int N>
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struct StridedMemRefType {
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T *basePtr;
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T *data;
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int64_t offset;
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int64_t sizes[N];
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int64_t strides[N];
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template <typename Range,
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typename sfinae = decltype(std::declval<Range>().begin())>
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T &operator[](Range &&indices) {
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assert(indices.size() == N &&
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"indices should match rank in memref subscript");
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int64_t curOffset = offset;
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for (int dim = N - 1; dim >= 0; --dim) {
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int64_t currentIndex = *(indices.begin() + dim);
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assert(currentIndex < sizes[dim] && "Index overflow");
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curOffset += currentIndex * strides[dim];
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}
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return data[curOffset];
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}
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StridedMemrefIterator<T, N> begin() { return {*this, offset}; }
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StridedMemrefIterator<T, N> end() { return {*this, -1}; }
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// This operator[] is extremely slow and only for sugaring purposes.
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StridedMemRefType<T, N - 1> operator[](int64_t idx) {
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StridedMemRefType<T, N - 1> res;
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res.basePtr = basePtr;
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res.data = data;
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res.offset = offset + idx * strides[0];
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dropFront<N>(sizes, res.sizes);
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dropFront<N>(strides, res.strides);
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return res;
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}
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};
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/// StridedMemRef descriptor type specialized for rank 1.
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template <typename T>
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struct StridedMemRefType<T, 1> {
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T *basePtr;
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T *data;
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int64_t offset;
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int64_t sizes[1];
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int64_t strides[1];
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template <typename Range,
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typename sfinae = decltype(std::declval<Range>().begin())>
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T &operator[](Range indices) {
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assert(indices.size() == 1 &&
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"indices should match rank in memref subscript");
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return (*this)[*indices.begin()];
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}
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StridedMemrefIterator<T, 1> begin() { return {*this, offset}; }
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StridedMemrefIterator<T, 1> end() { return {*this, -1}; }
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T &operator[](int64_t idx) { return *(data + offset + idx * strides[0]); }
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};
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/// StridedMemRef descriptor type specialized for rank 0.
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template <typename T>
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struct StridedMemRefType<T, 0> {
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T *basePtr;
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T *data;
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int64_t offset;
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template <typename Range,
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typename sfinae = decltype(std::declval<Range>().begin())>
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T &operator[](Range indices) {
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assert((indices.size() == 0) &&
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"Expect empty indices for 0-rank memref subscript");
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return data[offset];
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}
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StridedMemrefIterator<T, 0> begin() { return {*this, offset}; }
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StridedMemrefIterator<T, 0> end() { return {*this, offset + 1}; }
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};
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/// Iterate over all elements in a strided memref.
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template <typename T, int Rank>
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class StridedMemrefIterator {
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public:
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using iterator_category = std::forward_iterator_tag;
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using value_type = T;
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using difference_type = std::ptrdiff_t;
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using pointer = T *;
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using reference = T &;
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StridedMemrefIterator(StridedMemRefType<T, Rank> &descriptor,
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int64_t offset = 0)
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: offset(offset), descriptor(&descriptor) {}
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StridedMemrefIterator<T, Rank> &operator++() {
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int dim = Rank - 1;
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while (dim >= 0 && indices[dim] == (descriptor->sizes[dim] - 1)) {
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offset -= indices[dim] * descriptor->strides[dim];
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indices[dim] = 0;
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--dim;
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}
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if (dim < 0) {
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offset = -1;
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return *this;
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}
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++indices[dim];
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offset += descriptor->strides[dim];
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return *this;
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}
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reference operator*() { return descriptor->data[offset]; }
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pointer operator->() { return &descriptor->data[offset]; }
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const std::array<int64_t, Rank> &getIndices() { return indices; }
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bool operator==(const StridedMemrefIterator &other) const {
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return other.offset == offset && other.descriptor == descriptor;
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}
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bool operator!=(const StridedMemrefIterator &other) const {
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return !(*this == other);
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}
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private:
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/// Offset in the buffer. This can be derived from the indices and the
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/// descriptor.
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int64_t offset = 0;
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/// Array of indices in the multi-dimensional memref.
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std::array<int64_t, Rank> indices = {};
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/// Descriptor for the strided memref.
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StridedMemRefType<T, Rank> *descriptor;
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};
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/// Iterate over all elements in a 0-ranked strided memref.
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template <typename T>
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class StridedMemrefIterator<T, 0> {
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public:
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using iterator_category = std::forward_iterator_tag;
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using value_type = T;
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using difference_type = std::ptrdiff_t;
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using pointer = T *;
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using reference = T &;
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StridedMemrefIterator(StridedMemRefType<T, 0> &descriptor, int64_t offset = 0)
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: elt(descriptor.data + offset) {}
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StridedMemrefIterator<T, 0> &operator++() {
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++elt;
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return *this;
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}
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reference operator*() { return *elt; }
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pointer operator->() { return elt; }
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// There are no indices for a 0-ranked memref, but this API is provided for
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// consistency with the general case.
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const std::array<int64_t, 0> &getIndices() {
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// Since this is a 0-array of indices we can keep a single global const
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// copy.
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static const std::array<int64_t, 0> indices = {};
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return indices;
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}
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bool operator==(const StridedMemrefIterator &other) const {
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return other.elt == elt;
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}
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bool operator!=(const StridedMemrefIterator &other) const {
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return !(*this == other);
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}
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private:
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/// Pointer to the single element in the zero-ranked memref.
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T *elt;
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};
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//===----------------------------------------------------------------------===//
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// Codegen-compatible structure for UnrankedMemRef type.
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//===----------------------------------------------------------------------===//
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// Unranked MemRef
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template <typename T>
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struct UnrankedMemRefType {
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int64_t rank;
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void *descriptor;
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};
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//===----------------------------------------------------------------------===//
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// DynamicMemRefType type.
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//===----------------------------------------------------------------------===//
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template <typename T>
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class DynamicMemRefIterator;
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// A reference to one of the StridedMemRef types.
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template <typename T>
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class DynamicMemRefType {
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public:
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int64_t rank;
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T *basePtr;
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T *data;
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int64_t offset;
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const int64_t *sizes;
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const int64_t *strides;
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explicit DynamicMemRefType(const StridedMemRefType<T, 0> &memRef)
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: rank(0), basePtr(memRef.basePtr), data(memRef.data),
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offset(memRef.offset), sizes(nullptr), strides(nullptr) {}
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template <int N>
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explicit DynamicMemRefType(const StridedMemRefType<T, N> &memRef)
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: rank(N), basePtr(memRef.basePtr), data(memRef.data),
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offset(memRef.offset), sizes(memRef.sizes), strides(memRef.strides) {}
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explicit DynamicMemRefType(const ::UnrankedMemRefType<T> &memRef)
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: rank(memRef.rank) {
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auto *desc = static_cast<StridedMemRefType<T, 1> *>(memRef.descriptor);
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basePtr = desc->basePtr;
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data = desc->data;
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offset = desc->offset;
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sizes = rank == 0 ? nullptr : desc->sizes;
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strides = sizes + rank;
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}
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template <typename Range,
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typename sfinae = decltype(std::declval<Range>().begin())>
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T &operator[](Range &&indices) {
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assert(indices.size() == rank &&
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"indices should match rank in memref subscript");
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if (rank == 0)
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return data[offset];
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int64_t curOffset = offset;
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for (int dim = rank - 1; dim >= 0; --dim) {
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int64_t currentIndex = *(indices.begin() + dim);
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assert(currentIndex < sizes[dim] && "Index overflow");
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curOffset += currentIndex * strides[dim];
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}
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return data[curOffset];
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}
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DynamicMemRefIterator<T> begin() { return {*this, offset}; }
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DynamicMemRefIterator<T> end() { return {*this, -1}; }
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// This operator[] is extremely slow and only for sugaring purposes.
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DynamicMemRefType<T> operator[](int64_t idx) {
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assert(rank > 0 && "can't make a subscript of a zero ranked array");
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DynamicMemRefType<T> res(*this);
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--res.rank;
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res.offset += idx * res.strides[0];
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++res.sizes;
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++res.strides;
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return res;
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}
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// This operator* can be used in conjunction with the previous operator[] in
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// order to access the underlying value in case of zero-ranked memref.
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T &operator*() {
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assert(rank == 0 && "not a zero-ranked memRef");
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return data[offset];
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}
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};
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/// Iterate over all elements in a dynamic memref.
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template <typename T>
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class DynamicMemRefIterator {
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public:
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using iterator_category = std::forward_iterator_tag;
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using value_type = T;
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using difference_type = std::ptrdiff_t;
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using pointer = T *;
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using reference = T &;
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DynamicMemRefIterator(DynamicMemRefType<T> &descriptor, int64_t offset = 0)
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: offset(offset), descriptor(&descriptor) {
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indices.resize(descriptor.rank, 0);
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}
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DynamicMemRefIterator<T> &operator++() {
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if (descriptor->rank == 0) {
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offset = -1;
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return *this;
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}
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int dim = descriptor->rank - 1;
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while (dim >= 0 && indices[dim] == (descriptor->sizes[dim] - 1)) {
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offset -= indices[dim] * descriptor->strides[dim];
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indices[dim] = 0;
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--dim;
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}
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if (dim < 0) {
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offset = -1;
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return *this;
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}
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++indices[dim];
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offset += descriptor->strides[dim];
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return *this;
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}
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reference operator*() { return descriptor->data[offset]; }
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pointer operator->() { return &descriptor->data[offset]; }
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const std::vector<int64_t> &getIndices() { return indices; }
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bool operator==(const DynamicMemRefIterator &other) const {
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return other.offset == offset && other.descriptor == descriptor;
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}
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bool operator!=(const DynamicMemRefIterator &other) const {
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return !(*this == other);
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}
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private:
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/// Offset in the buffer. This can be derived from the indices and the
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/// descriptor.
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int64_t offset = 0;
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/// Array of indices in the multi-dimensional memref.
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std::vector<int64_t> indices = {};
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/// Descriptor for the dynamic memref.
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DynamicMemRefType<T> *descriptor;
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};
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//===----------------------------------------------------------------------===//
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// Small runtime support library for memref.copy lowering during codegen.
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//===----------------------------------------------------------------------===//
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extern "C" MLIR_CRUNNERUTILS_EXPORT void
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memrefCopy(int64_t elemSize, ::UnrankedMemRefType<char> *src,
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::UnrankedMemRefType<char> *dst);
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//===----------------------------------------------------------------------===//
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// Small runtime support library for vector.print lowering during codegen.
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//===----------------------------------------------------------------------===//
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extern "C" MLIR_CRUNNERUTILS_EXPORT void printI64(int64_t i);
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extern "C" MLIR_CRUNNERUTILS_EXPORT void printU64(uint64_t u);
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extern "C" MLIR_CRUNNERUTILS_EXPORT void printF32(float f);
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extern "C" MLIR_CRUNNERUTILS_EXPORT void printF64(double d);
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extern "C" MLIR_CRUNNERUTILS_EXPORT void printString(char const *s);
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extern "C" MLIR_CRUNNERUTILS_EXPORT void printOpen();
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extern "C" MLIR_CRUNNERUTILS_EXPORT void printClose();
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extern "C" MLIR_CRUNNERUTILS_EXPORT void printComma();
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extern "C" MLIR_CRUNNERUTILS_EXPORT void printNewline();
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//===----------------------------------------------------------------------===//
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// Small runtime support library for timing execution and printing GFLOPS
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//===----------------------------------------------------------------------===//
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extern "C" MLIR_CRUNNERUTILS_EXPORT void printFlops(double flops);
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extern "C" MLIR_CRUNNERUTILS_EXPORT double rtclock();
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//===----------------------------------------------------------------------===//
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// Runtime support library for random number generation.
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//===----------------------------------------------------------------------===//
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// Uses a seed to initialize a random generator and returns the generator.
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extern "C" MLIR_CRUNNERUTILS_EXPORT void *rtsrand(uint64_t s);
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// Uses a random number generator g and returns a random number
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// in the range of [0, m).
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extern "C" MLIR_CRUNNERUTILS_EXPORT uint64_t rtrand(void *g, uint64_t m);
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// Deletes the random number generator.
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extern "C" MLIR_CRUNNERUTILS_EXPORT void rtdrand(void *g);
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// Uses a random number generator g and std::shuffle to modify mref
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// in place. Memref mref will be a permutation of all numbers
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// in the range of [0, size of mref).
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extern "C" MLIR_CRUNNERUTILS_EXPORT void
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_mlir_ciface_shuffle(StridedMemRefType<uint64_t, 1> *mref, void *g);
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//===----------------------------------------------------------------------===//
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// Runtime support library to allow the use of std::sort in MLIR program.
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//===----------------------------------------------------------------------===//
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extern "C" MLIR_CRUNNERUTILS_EXPORT void
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_mlir_ciface_stdSortI64(uint64_t n, StridedMemRefType<int64_t, 1> *vref);
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extern "C" MLIR_CRUNNERUTILS_EXPORT void
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_mlir_ciface_stdSortF64(uint64_t n, StridedMemRefType<double, 1> *vref);
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extern "C" MLIR_CRUNNERUTILS_EXPORT void
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_mlir_ciface_stdSortF32(uint64_t n, StridedMemRefType<float, 1> *vref);
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#endif // MLIR_EXECUTIONENGINE_CRUNNERUTILS_H
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