Files
composable_kernel/composable_kernel/include/utility/array_multi_index.hpp
Chao Liu c55129e8f5 Restructure gridwise and blockwise GEMM, add tensor contraction and FWD-v4r5 (#36)
* experimenting magic number division

* overhauling fwd-v4r4 to clearly reflect transformation graph

* added fwd-v4r5

* bug fix for make_dynamic_naive_tensor_descriptor_aligned_v2

* bug fix and added sanity-check in transform_dynamic_tensor_descriptor

* added conv_driver_v2

[ROCm/composable_kernel commit: 30072aec37]
2021-06-09 23:53:08 -05:00

78 lines
2.2 KiB
C++

#ifndef CK_ARRAY_MULTI_INDEX_HPP
#define CK_ARRAY_MULTI_INDEX_HPP
#include "common_header.hpp"
namespace ck {
template <index_t N>
using MultiIndex = Array<index_t, N>;
template <typename... Xs>
__host__ __device__ constexpr auto make_multi_index(Xs&&... xs)
{
return make_array<index_t>(index_t{xs}...);
}
template <index_t NSize>
__host__ __device__ constexpr auto make_zero_multi_index()
{
return unpack([](auto... xs) { return make_multi_index(xs...); },
typename uniform_sequence_gen<NSize, 0>::type{});
}
template <typename T>
__host__ __device__ constexpr auto to_multi_index(const T& x)
{
return unpack([](auto... ys) { return make_multi_index(ys...); }, x);
}
template <index_t NSize, typename X>
__host__ __device__ constexpr auto operator+=(MultiIndex<NSize>& y, const X& x)
{
static_assert(X::Size() == NSize, "wrong! size not the same");
static_for<0, NSize, 1>{}([&](auto i) { y(i) += x[i]; });
return y;
}
template <index_t NSize, typename X>
__host__ __device__ constexpr auto operator-=(MultiIndex<NSize>& y, const X& x)
{
static_assert(X::Size() == NSize, "wrong! size not the same");
static_for<0, NSize, 1>{}([&](auto i) { y(i) -= x[i]; });
return y;
}
template <index_t NSize, typename T>
__host__ __device__ constexpr auto operator+(const MultiIndex<NSize>& a, const T& b)
{
using type = MultiIndex<NSize>;
static_assert(T::Size() == NSize, "wrong! size not the same");
type r;
static_for<0, NSize, 1>{}([&](auto i) { r(i) = a[i] + b[i]; });
return r;
}
template <index_t NSize, typename T>
__host__ __device__ constexpr auto operator-(const MultiIndex<NSize>& a, const T& b)
{
using type = MultiIndex<NSize>;
static_assert(T::Size() == NSize, "wrong! size not the same");
type r;
static_for<0, NSize, 1>{}([&](auto i) { r(i) = a[i] - b[i]; });
return r;
}
template <index_t NSize, typename T>
__host__ __device__ constexpr auto operator*(const MultiIndex<NSize>& a, const T& b)
{
using type = MultiIndex<NSize>;
static_assert(T::Size() == NSize, "wrong! size not the same");
type r;
static_for<0, NSize, 1>{}([&](auto i) { r(i) = a[i] * b[i]; });
return r;
}
} // namespace ck
#endif