mirror of
https://github.com/ROCm/composable_kernel.git
synced 2026-05-12 01:10:17 +00:00
9e80cdceb7
* add solver ConvIgemmFwdV6r1DlopsNchwKcyxNkhw; rename static ck source files * make inner product compatible on gfx900 * Update src/include/miopen/solver/ck_utility_common.hpp * compiler parameter use stream * use int instead of index_t in kernel wrapper * DynamicBuffer, StaticBuffer, amd_buffer_load support customized value for invalid element * Add dynamic generic reduction kernel layer (kernel wrappers, kernel implementations and utilities) * Some updates to dynamic composable kernel facility for the need of dynamic generic reduction * Update to generic reduction C++ host interface layer to support dynamic generic reduction * Update to remove tidy complaints in host interface layer * Change the unary operator form from void op(T &x) to T op(T x) * Update to pass single workspace pointer for all kernels (fix for OpenCL backend) * Use cppcheck-suppress to prevent some strange warnings * Re-use operator [] and () for DynamicBuffer and update to depending codes * Remove useless codes in first call threadwise/warpwise/blockwise kernel wrappers * [performance] Remove un-needed local buffer initialization Co-authored-by: Chao Liu <chao.liu2@amd.com> Co-authored-by: JD <Jehandad.Khan@amd.com>
256 lines
11 KiB
C++
256 lines
11 KiB
C++
#ifndef CK_BUFFER_HPP
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#define CK_BUFFER_HPP
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#include "amd_buffer_addressing.hpp"
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#include "c_style_pointer_cast.hpp"
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#include "enable_if.hpp"
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namespace ck {
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template <AddressSpaceEnum_t BufferAddressSpace,
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typename T,
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typename ElementSpaceSize,
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bool InvalidElementUseNumericalZeroValue>
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struct DynamicBuffer
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{
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using type = T;
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T* p_data_;
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ElementSpaceSize element_space_size_;
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T invalid_element_value_ = T{0};
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__host__ __device__ constexpr DynamicBuffer(T* p_data, ElementSpaceSize element_space_size)
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: p_data_{p_data}, element_space_size_{element_space_size}
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{
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}
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__host__ __device__ constexpr DynamicBuffer(T* p_data,
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ElementSpaceSize element_space_size,
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T invalid_element_value)
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: p_data_{p_data},
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element_space_size_{element_space_size},
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invalid_element_value_{invalid_element_value}
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{
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}
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__host__ __device__ static constexpr AddressSpaceEnum_t GetAddressSpace()
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{
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return BufferAddressSpace;
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}
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__host__ __device__ constexpr const T& operator[](index_t i) const { return p_data_[i]; }
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__host__ __device__ constexpr T& operator()(index_t i) { return p_data_[i]; }
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template <typename X,
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typename enable_if<
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is_same<typename scalar_type<remove_cv_t<remove_reference_t<X>>>::type,
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typename scalar_type<remove_cv_t<remove_reference_t<T>>>::type>::value,
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bool>::type = false>
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__host__ __device__ constexpr auto Get(index_t i, bool is_valid_element) const
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{
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// X contains multiple T
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constexpr index_t scalar_per_t_vector =
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scalar_type<remove_cv_t<remove_reference_t<T>>>::vector_size;
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constexpr index_t scalar_per_x_vector =
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scalar_type<remove_cv_t<remove_reference_t<X>>>::vector_size;
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static_assert(scalar_per_x_vector % scalar_per_t_vector == 0,
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"wrong! X need to be multiple T");
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#if CK_USE_AMD_BUFFER_ADDRESSING
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bool constexpr use_amd_buffer_addressing = true;
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#else
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bool constexpr use_amd_buffer_addressing = false;
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#endif
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if constexpr(GetAddressSpace() == AddressSpaceEnum_t::Global && use_amd_buffer_addressing)
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{
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constexpr index_t t_per_x = scalar_per_x_vector / scalar_per_t_vector;
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if constexpr(InvalidElementUseNumericalZeroValue)
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{
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return amd_buffer_load_invalid_element_return_return_zero<
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remove_cv_t<remove_reference_t<T>>,
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t_per_x>(p_data_, i, is_valid_element, element_space_size_);
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}
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else
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{
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return amd_buffer_load_invalid_element_return_customized_value<
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remove_cv_t<remove_reference_t<T>>,
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t_per_x>(
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p_data_, i, is_valid_element, element_space_size_, invalid_element_value_);
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}
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}
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else
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{
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if constexpr(InvalidElementUseNumericalZeroValue)
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{
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return is_valid_element ? *c_style_pointer_cast<const X*>(&p_data_[i]) : X{0};
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}
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else
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{
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return is_valid_element ? *c_style_pointer_cast<const X*>(&p_data_[i])
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: X{invalid_element_value_};
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}
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}
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}
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template <typename X,
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typename enable_if<
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is_same<typename scalar_type<remove_cv_t<remove_reference_t<X>>>::type,
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typename scalar_type<remove_cv_t<remove_reference_t<T>>>::type>::value,
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bool>::type = false>
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__host__ __device__ void Set(index_t i, bool is_valid_element, const X& x)
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{
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// X contains multiple T
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constexpr index_t scalar_per_t_vector =
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scalar_type<remove_cv_t<remove_reference_t<T>>>::vector_size;
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constexpr index_t scalar_per_x_vector =
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scalar_type<remove_cv_t<remove_reference_t<X>>>::vector_size;
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static_assert(scalar_per_x_vector % scalar_per_t_vector == 0,
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"wrong! X need to be multiple T");
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if constexpr(GetAddressSpace() == AddressSpaceEnum_t::Global)
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{
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#if CK_USE_AMD_BUFFER_ADDRESSING
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constexpr index_t t_per_x = scalar_per_x_vector / scalar_per_t_vector;
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amd_buffer_store<remove_cv_t<remove_reference_t<T>>, t_per_x>(
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x, p_data_, i, is_valid_element, element_space_size_);
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#else
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if(is_valid_element)
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{
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*c_style_pointer_cast<X*>(&p_data_[i]) = x;
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}
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#endif
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}
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else if constexpr(GetAddressSpace() == AddressSpaceEnum_t::Lds)
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{
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if(is_valid_element)
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{
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#if !CK_WORKAROUND_SWDEV_XXXXXX_INT8_DS_WRITE_ISSUE
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*c_style_pointer_cast<X*>(&p_data_[i]) = x;
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#else
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// HACK: compiler would lower IR "store<i8, 16> address_space(3)" into
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// inefficient
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// ISA, so I try to let compiler emit IR "store<i32, 4>" which would be lower to
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// ds_write_b128
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// TODO: remove this after compiler fix
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if constexpr(is_same<typename scalar_type<remove_cv_t<remove_reference_t<T>>>::type,
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int8_t>::value)
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{
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static_assert(
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(is_same<remove_cv_t<remove_reference_t<T>>, int8_t>::value &&
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is_same<remove_cv_t<remove_reference_t<X>>, int8_t>::value) ||
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(is_same<remove_cv_t<remove_reference_t<T>>, int8_t>::value &&
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is_same<remove_cv_t<remove_reference_t<X>>, int8x2_t>::value) ||
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(is_same<remove_cv_t<remove_reference_t<T>>, int8_t>::value &&
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is_same<remove_cv_t<remove_reference_t<X>>, int8x4_t>::value) ||
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(is_same<remove_cv_t<remove_reference_t<T>>, int8x4_t>::value &&
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is_same<remove_cv_t<remove_reference_t<X>>, int8x4_t>::value) ||
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(is_same<remove_cv_t<remove_reference_t<T>>, int8x8_t>::value &&
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is_same<remove_cv_t<remove_reference_t<X>>, int8x8_t>::value) ||
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(is_same<remove_cv_t<remove_reference_t<T>>, int8x16_t>::value &&
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is_same<remove_cv_t<remove_reference_t<X>>, int8x16_t>::value),
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"wrong! not implemented for this combination, please add "
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"implementation");
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if constexpr(is_same<remove_cv_t<remove_reference_t<T>>, int8_t>::value &&
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is_same<remove_cv_t<remove_reference_t<X>>, int8_t>::value)
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{
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// HACK: cast pointer of x is bad
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// TODO: remove this after compiler fix
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*c_style_pointer_cast<int8_t*>(&p_data_[i]) =
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*c_style_pointer_cast<const int8_t*>(&x);
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}
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else if constexpr(is_same<remove_cv_t<remove_reference_t<T>>, int8_t>::value &&
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is_same<remove_cv_t<remove_reference_t<X>>, int8x2_t>::value)
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{
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// HACK: cast pointer of x is bad
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// TODO: remove this after compiler fix
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*c_style_pointer_cast<int16_t*>(&p_data_[i]) =
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*c_style_pointer_cast<const int16_t*>(&x);
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}
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else if constexpr(is_same<remove_cv_t<remove_reference_t<T>>, int8_t>::value &&
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is_same<remove_cv_t<remove_reference_t<X>>, int8x4_t>::value)
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{
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// HACK: cast pointer of x is bad
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// TODO: remove this after compiler fix
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*c_style_pointer_cast<int32_t*>(&p_data_[i]) =
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*c_style_pointer_cast<const int32_t*>(&x);
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}
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else if constexpr(is_same<remove_cv_t<remove_reference_t<T>>,
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int8x4_t>::value &&
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is_same<remove_cv_t<remove_reference_t<X>>, int8x4_t>::value)
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{
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// HACK: cast pointer of x is bad
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// TODO: remove this after compiler fix
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*c_style_pointer_cast<int32_t*>(&p_data_[i]) =
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*c_style_pointer_cast<const int32_t*>(&x);
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}
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else if constexpr(is_same<remove_cv_t<remove_reference_t<T>>,
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int8x8_t>::value &&
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is_same<remove_cv_t<remove_reference_t<X>>, int8x8_t>::value)
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{
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// HACK: cast pointer of x is bad
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// TODO: remove this after compiler fix
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*c_style_pointer_cast<int32x2_t*>(&p_data_[i]) =
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*c_style_pointer_cast<const int32x2_t*>(&x);
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}
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else if constexpr(is_same<remove_cv_t<remove_reference_t<T>>,
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int8x16_t>::value &&
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is_same<remove_cv_t<remove_reference_t<X>>, int8x16_t>::value)
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{
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// HACK: cast pointer of x is bad
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// TODO: remove this after compiler fix
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*c_style_pointer_cast<int32x4_t*>(&p_data_[i]) =
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*c_style_pointer_cast<const int32x4_t*>(&x);
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}
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}
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else
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{
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*c_style_pointer_cast<X*>(&p_data_[i]) = x;
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}
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#endif
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}
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}
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else
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{
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if(is_valid_element)
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{
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*c_style_pointer_cast<X*>(&p_data_[i]) = x;
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}
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}
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}
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__host__ __device__ static constexpr bool IsStaticBuffer() { return false; }
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__host__ __device__ static constexpr bool IsDynamicBuffer() { return true; }
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};
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template <AddressSpaceEnum_t BufferAddressSpace, typename T, typename ElementSpaceSize>
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__host__ __device__ constexpr auto make_dynamic_buffer(T* p, ElementSpaceSize element_space_size)
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{
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return DynamicBuffer<BufferAddressSpace, T, ElementSpaceSize, true>{p, element_space_size};
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}
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template <
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AddressSpaceEnum_t BufferAddressSpace,
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typename T,
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typename ElementSpaceSize,
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typename X,
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typename enable_if<is_same<remove_cvref_t<T>, remove_cvref_t<X>>::value, bool>::type = false>
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__host__ __device__ constexpr auto
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make_dynamic_buffer(T* p, ElementSpaceSize element_space_size, X invalid_element_value)
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{
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return DynamicBuffer<BufferAddressSpace, T, ElementSpaceSize, false>{
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p, element_space_size, invalid_element_value};
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}
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} // namespace ck
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#endif
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