pytorch/caffe2/utils/GpuDefs.cuh
Xiang Gao b3fac8af6b Initial support for building on Ampere GPU, CUDA 11, cuDNN 8 (#39277)
Summary:
Pull Request resolved: https://github.com/pytorch/pytorch/pull/39277

This PR contains initial changes that makes PyTorch build with Ampere GPU, CUDA 11, and cuDNN 8.
TF32 related features will not be included in this PR.

Test Plan: Imported from OSS

Differential Revision: D21832814

Pulled By: malfet

fbshipit-source-id: 37f9c6827e0c26ae3e303580f666584230832d06
2020-06-02 10:03:42 -07:00

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#ifndef CAFFE2_UTILS_GPU_DEFS_H_
#define CAFFE2_UTILS_GPU_DEFS_H_
#include <cuda_runtime.h>
namespace caffe2 {
// Static definition of GPU warp size for unrolling and code generation
#ifdef __CUDA_ARCH__
#if __CUDA_ARCH__ <= 800
constexpr int kWarpSize = 32;
#else
#error Unknown __CUDA_ARCH__; please define parameters for compute capability
#endif // __CUDA_ARCH__ types
#elif defined(__HIP_PLATFORM_HCC__)
constexpr int kWarpSize = warpSize; // = 64 (Defined in hip_runtime.h)
#else
// dummy value for host compiler
constexpr int kWarpSize = 32;
#endif // __CUDA_ARCH__
//
// Interfaces to PTX instructions for which there appears to be no
// intrinsic
//
template <typename T>
struct Bitfield {};
template <>
struct Bitfield<unsigned int> {
static __device__ __forceinline__
unsigned int getBitfield(unsigned int val, int pos, int len) {
#if defined(__HIP_PLATFORM_HCC__)
pos &= 0xff;
len &= 0xff;
unsigned int m = (1u << len) - 1u;
return (val >> pos) & m;
#else
unsigned int ret;
asm("bfe.u32 %0, %1, %2, %3;" : "=r"(ret) : "r"(val), "r"(pos), "r"(len));
return ret;
#endif // __HIP_PLATFORM_HCC__
}
static __device__ __forceinline__
unsigned int setBitfield(unsigned int val, unsigned int toInsert, int pos, int len) {
#if defined(__HIP_PLATFORM_HCC__)
pos &= 0xff;
len &= 0xff;
unsigned int m = (1u << len) - 1u;
toInsert &= m;
toInsert <<= pos;
m <<= pos;
return (val & ~m) | toInsert;
#else
unsigned int ret;
asm("bfi.b32 %0, %1, %2, %3, %4;" :
"=r"(ret) : "r"(toInsert), "r"(val), "r"(pos), "r"(len));
return ret;
#endif // __HIP_PLATFORM_HCC__
}
};
template <>
struct Bitfield<unsigned long long int> {
static __device__ __forceinline__
unsigned long long int getBitfield(unsigned long long int val, int pos, int len) {
#if defined(__HIP_PLATFORM_HCC__)
pos &= 0xff;
len &= 0xff;
unsigned long long int m = (1u << len) - 1u;
return (val >> pos) & m;
#else
unsigned long long int ret;
asm("bfe.u64 %0, %1, %2, %3;" : "=l"(ret) : "l"(val), "r"(pos), "r"(len));
return ret;
#endif // __HIP_PLATFORM_HCC__
}
static __device__ __forceinline__
unsigned long long int setBitfield(unsigned long long int val, unsigned long long int toInsert, int pos, int len) {
#if defined(__HIP_PLATFORM_HCC__)
pos &= 0xff;
len &= 0xff;
unsigned long long int m = (1u << len) - 1u;
toInsert &= m;
toInsert <<= pos;
m <<= pos;
return (val & ~m) | toInsert;
#else
unsigned long long int ret;
asm("bfi.b64 %0, %1, %2, %3, %4;" :
"=l"(ret) : "l"(toInsert), "l"(val), "r"(pos), "r"(len));
return ret;
#endif // __HIP_PLATFORM_HCC__
}
};
__device__ __forceinline__ int getLaneId() {
#if defined(__HIP_PLATFORM_HCC__)
return __lane_id();
#else
int laneId;
asm("mov.s32 %0, %%laneid;" : "=r"(laneId) );
return laneId;
#endif // __HIP_PLATFORM_HCC__
}
#if defined(__HIP_PLATFORM_HCC__)
__device__ __forceinline__ unsigned long long int getLaneMaskLt() {
unsigned long long int m = (1ull << getLaneId()) - 1ull;
return m;
}
__device__ __forceinline__ unsigned long long int getLaneMaskLe() {
unsigned long long int m = UINT64_MAX >> (sizeof(std::uint64_t) * CHAR_BIT - (getLaneId() + 1));
return m;
}
__device__ __forceinline__ unsigned long long int getLaneMaskGt() {
unsigned long long int m = getLaneMaskLe();
return m ? ~m : m;
}
__device__ __forceinline__ unsigned long long int getLaneMaskGe() {
unsigned long long int m = getLaneMaskLt();
return ~m;
}
#else
__device__ __forceinline__ unsigned getLaneMaskLt() {
unsigned mask;
asm("mov.u32 %0, %%lanemask_lt;" : "=r"(mask));
return mask;
}
__device__ __forceinline__ unsigned getLaneMaskLe() {
unsigned mask;
asm("mov.u32 %0, %%lanemask_le;" : "=r"(mask));
return mask;
}
__device__ __forceinline__ unsigned getLaneMaskGt() {
unsigned mask;
asm("mov.u32 %0, %%lanemask_gt;" : "=r"(mask));
return mask;
}
__device__ __forceinline__ unsigned getLaneMaskGe() {
unsigned mask;
asm("mov.u32 %0, %%lanemask_ge;" : "=r"(mask));
return mask;
}
#endif // __HIP_PLATFORM_HCC__
} // namespace caffe2
#endif // CAFFE2_UTILS_GPU_DEFS_H_