Files
composable_kernel/include/ck/config.hpp
Chao Liu f95267f166 Gemm+Reduce Fusion (#128)
* add gridwise gemm v4r1

* rename

* adding gemm+reduce

* adding gemm+reduce

* adding gemm+reduce

* adding gemm+reduce

* use sfc in shuffling

* remove hardcode

* remove hardcode

* refactor

* fix build

* adding gemm+reduce

* adding gemm+reduce

* adding gemm+reduce

* adding gemm+reduce

* adding gemm+reduce

* format

* clean

* adding gemm+reduce

* adding profiler for gemm+reduce

* adding gemm+reduce profiler

* fix build

* clean up

* gemm+reduce

* fix build

* update DeviceGemm_Xdl_CShuffle; update enum to enum class

* clean up

* add test for gemm+reduce

* clean up

* refactor

* fix build

* fix build
2022-03-23 22:18:42 -05:00

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5.5 KiB
C++

#ifndef CK_CONFIG_AMD_HPP
#define CK_CONFIG_AMD_HPP
#ifndef CK_DONT_USE_HIP_RUNTIME_HEADERS
#include "hip/hip_runtime.h"
#include "hip/hip_fp16.h"
#endif
// "Constant" address space for kernel parameter
#define CONSTANT __attribute__((address_space(4)))
// GPU target
// should enable one and only one GPU target
#if !(defined(CK_AMD_GPU_GFX803) || defined(CK_AMD_GPU_GFX900) || defined(CK_AMD_GPU_GFX906) || \
defined(CK_AMD_GPU_GFX908) || defined(CK_AMD_GPU_GFX90A) || defined(CK_AMD_GPU_GFX1030))
#error Need to define (only) one GPU target
#endif
// launch bounds
#define CK_USE_LAUNCH_BOUNDS 1
#ifdef CK_USE_LAUNCH_BOUNDS
#define CK_MAX_THREAD_PER_BLOCK 256
#define CK_MIN_BLOCK_PER_CU 2
#endif
// GPU-specific parameters
#if defined(CK_AMD_GPU_GFX803) || defined(CK_AMD_GPU_GFX900) || defined(CK_AMD_GPU_GFX906) || \
defined(CK_AMD_GPU_GFX908) || defined(CK_AMD_GPU_GFX90A)
// buffer resourse
#define CK_BUFFER_RESOURCE_3RD_DWORD 0x00020000
// wave size
#define CK_GPU_WAVE_SIZE 64
#elif defined(CK_AMD_GPU_GFX1030)
#define CK_BUFFER_RESOURCE_3RD_DWORD 0x31014000
#define CK_GPU_WAVE_SIZE 32
#endif
// FMA instruction
#if defined(CK_AMD_GPU_GFX803) || defined(CK_AMD_GPU_GFX900)
#define CK_USE_AMD_V_MAC_F32
#elif defined(CK_AMD_GPU_GFX906) || defined(CK_AMD_GPU_GFX908) || defined(CK_AMD_GPU_GFX90a) || \
defined(CK_AMD_GPU_GFX1030)
#define CK_USE_AMD_V_FMAC_F32
#define CK_USE_AMD_V_DOT2_F32_F16
#define CK_USE_AMD_V_DOT4_I32_I8
#endif
// multi index
#define CK_USE_DYNAMICALLY_INDEXED_MULTI_INDEX 0
// AMD inline asm
#ifndef CK_USE_AMD_INLINE_ASM
#define CK_USE_AMD_INLINE_ASM 1
#endif
// AMD inner product (DLOP)
#ifndef CK_USE_AMD_INNER_PRODUCT_INLINE_ASM
#define CK_USE_AMD_INNER_PRODUCT_INLINE_ASM 1
#endif
// AMD buffer_load
#ifndef CK_USE_AMD_BUFFER_LOAD
#define CK_USE_AMD_BUFFER_LOAD 1
#endif
// AMD buffer_store
#ifndef CK_USE_AMD_BUFFER_STORE
#define CK_USE_AMD_BUFFER_STORE 1
#endif
// AMD buffer_atomic_add
#ifndef CK_USE_AMD_BUFFER_ATOMIC_ADD
#define CK_USE_AMD_BUFFER_ATOMIC_ADD 1
#endif
// AMD XDLOPS
#ifndef CK_USE_AMD_XDLOPS
#define CK_USE_AMD_XDLOPS 0
#endif
// block synchronization only s_wait lgkmcnt(0), not vmcnt(0)
#ifndef CK_BLOCK_SYNC_LDS_WITHOUT_SYNC_VMEM
#define CK_BLOCK_SYNC_LDS_WITHOUT_SYNC_VMEM 1
#endif
// experimental implementation for buffer load/store/atomic
#ifndef CK_EXPERIMENTAL_USE_BUFFER_LOAD_OOB_CHECK_OFFSET_TRICK
#define CK_EXPERIMENTAL_USE_BUFFER_LOAD_OOB_CHECK_OFFSET_TRICK 0
#endif
#ifndef CK_EXPERIMENTAL_USE_BUFFER_STORE_OOB_CHECK_OFFSET_TRICK
#define CK_EXPERIMENTAL_USE_BUFFER_STORE_OOB_CHECK_OFFSET_TRICK 1
#endif
#ifndef CK_EXPERIMENTAL_USE_BUFFER_ATOMIC_ADD_OOB_CHECK_OFFSET_TRICK
#define CK_EXPERIMENTAL_USE_BUFFER_ATOMIC_ADD_OOB_CHECK_OFFSET_TRICK 1
#endif
// experimental implementation for in-regsiter sub-dword transpose
#ifndef CK_EXPERIMENTAL_USE_IN_REGISTER_SUB_DWORD_TRANSPOSE
#define CK_EXPERIMENTAL_USE_IN_REGISTER_SUB_DWORD_TRANSPOSE 1
#endif
#define CK_EXPERIMENTAL_STATIC_TENSOR_DESCRIPTOR 0
// merge transformation use magic number division
#ifndef CK_EXPERIMENTAL_MERGE_USE_MAGIC_DIVISION
#define CK_EXPERIMENTAL_MERGE_USE_MAGIC_DIVISION 1
#endif
// use __builtin_memcpy instead of pointer cast to access a vector from pointer of scalar
#ifndef CK_EXPERIMENTAL_USE_MEMCPY_FOR_VECTOR_ACCESS
#define CK_EXPERIMENTAL_USE_MEMCPY_FOR_VECTOR_ACCESS 0
#endif
// use __builtin_memcpy instead of union to do bit_cast
#ifndef CK_EXPERIMENTAL_USE_MEMCPY_FOR_BIT_CAST
#define CK_EXPERIMENTAL_USE_MEMCPY_FOR_BIT_CAST 1
#endif
// hack: have underlying assumption that need to be satsified, otherwise it's a bug
// hack for forcing register to keep idx_diff_low_const in SGPR. idx_diff_low_const must be
// thread-invariant, otherwise it's a bug
// TODO: separate index calculation into "compile-time", "global", "block", "wave", "thread"
#ifndef CK_HACK_MERGE_CALCULATE_IDX_DIFF_LOW_CONST_USE_AMD_GCN_READ_FIRST_LANE
#define CK_HACK_MERGE_CALCULATE_IDX_DIFF_LOW_CONST_USE_AMD_GCN_READ_FIRST_LANE 0
#endif
// workaround for compiler crash when compiling recursive lambda
#ifndef CK_WORKAROUND_SWDEV_275126
#define CK_WORKAROUND_SWDEV_275126 1
#endif
// workaround for compiler crash when using buffer load/store for i8
#ifndef CK_WORKAROUND_SWDEV_XXXXXX_INT8_BUFFER_LOAD_STORE_ISSUE
#define CK_WORKAROUND_SWDEV_XXXXXX_INT8_BUFFER_LOAD_STORE_ISSUE 1
#endif
// workaround for compiler gnerating inefficient ds_write instructions
#ifndef CK_WORKAROUND_SWDEV_XXXXXX_INT8_DS_WRITE_ISSUE
#define CK_WORKAROUND_SWDEV_XXXXXX_INT8_DS_WRITE_ISSUE 1
#endif
// workaround for register spill due to compiler issue, when casting type between fp32 and fp16
#ifndef CK_WORKAROUND_SWDEV_XXXXXX_THREAD_WISE_COPY_V1R4_TYPE_CONVERT_ISSUE
#define CK_WORKAROUND_SWDEV_XXXXXX_THREAD_WISE_COPY_V1R4_TYPE_CONVERT_ISSUE 1
#endif
#ifndef CK_WORKAROUND_SWDEV_XXXXXX_THREAD_WISE_COPY_V1R5_TYPE_CONVERT_ISSUE
#define CK_WORKAROUND_SWDEV_XXXXXX_THREAD_WISE_COPY_V1R5_TYPE_CONVERT_ISSUE 1
#endif
// workaround for verifaction failure, due to compiler regression, for conv bwd-data fp16 using some
// tuning parameter
#ifndef CK_WORKAROUND_SWDEV_325164
#define CK_WORKAROUND_SWDEV_325164 1
#endif
// workaround for verification failure ConvNd forward
// https://github.com/ROCmSoftwarePlatform/composable_kernel/issues/135
#ifndef CK_WORKAROUND_GITHUB_135
#define CK_WORKAROUND_GITHUB_135 1
#endif
namespace ck {
enum struct InMemoryDataOperationEnum_t
{
Set,
AtomicAdd,
Add
};
enum struct ActivTypeEnum_t
{
None,
LeakyRelu,
Sigmoid
};
// index type
using index_t = int32_t;
using long_index_t = int64_t;
} // namespace ck
#endif