#pragma once #include #include #include #include // NumericLimits.cuh is a holder for numeric limits definitions of commonly used // types. This header is very specific to ROCm HIP and may be removed in the future. // This header is derived from the legacy THCNumerics.cuh. // The lower_bound and upper_bound constants are same as lowest and max for // integral types, but are -inf and +inf for floating point types. They are // useful in implementing min, max, etc. namespace at { template struct numeric_limits { }; // WARNING: the following at::numeric_limits definitions are there only to support // HIP compilation for the moment. Use std::numeric_limits if you are not // compiling for ROCm. // from @colesbury: "The functions on numeric_limits aren't marked with // __device__ which is why they don't work with ROCm. CUDA allows them // because they're constexpr." namespace { // ROCm doesn't like INFINITY too. constexpr double inf = INFINITY; } template <> struct numeric_limits { static inline __host__ __device__ bool lowest() { return false; } static inline __host__ __device__ bool max() { return true; } static inline __host__ __device__ bool lower_bound() { return false; } static inline __host__ __device__ bool upper_bound() { return true; } }; template <> struct numeric_limits { static inline __host__ __device__ uint8_t lowest() { return 0; } static inline __host__ __device__ uint8_t max() { return UINT8_MAX; } static inline __host__ __device__ uint8_t lower_bound() { return 0; } static inline __host__ __device__ uint8_t upper_bound() { return UINT8_MAX; } }; template <> struct numeric_limits { static inline __host__ __device__ int8_t lowest() { return INT8_MIN; } static inline __host__ __device__ int8_t max() { return INT8_MAX; } static inline __host__ __device__ int8_t lower_bound() { return INT8_MIN; } static inline __host__ __device__ int8_t upper_bound() { return INT8_MAX; } }; template <> struct numeric_limits { static inline __host__ __device__ int16_t lowest() { return INT16_MIN; } static inline __host__ __device__ int16_t max() { return INT16_MAX; } static inline __host__ __device__ int16_t lower_bound() { return INT16_MIN; } static inline __host__ __device__ int16_t upper_bound() { return INT16_MAX; } }; template <> struct numeric_limits { static inline __host__ __device__ int32_t lowest() { return INT32_MIN; } static inline __host__ __device__ int32_t max() { return INT32_MAX; } static inline __host__ __device__ int32_t lower_bound() { return INT32_MIN; } static inline __host__ __device__ int32_t upper_bound() { return INT32_MAX; } }; template <> struct numeric_limits { #ifdef _MSC_VER static inline __host__ __device__ int64_t lowest() { return _I64_MIN; } static inline __host__ __device__ int64_t max() { return _I64_MAX; } static inline __host__ __device__ int64_t lower_bound() { return _I64_MIN; } static inline __host__ __device__ int64_t upper_bound() { return _I64_MAX; } #else static inline __host__ __device__ int64_t lowest() { return INT64_MIN; } static inline __host__ __device__ int64_t max() { return INT64_MAX; } static inline __host__ __device__ int64_t lower_bound() { return INT64_MIN; } static inline __host__ __device__ int64_t upper_bound() { return INT64_MAX; } #endif }; template <> struct numeric_limits { static inline __host__ __device__ at::Half lowest() { return at::Half(0xFBFF, at::Half::from_bits()); } static inline __host__ __device__ at::Half max() { return at::Half(0x7BFF, at::Half::from_bits()); } static inline __host__ __device__ at::Half lower_bound() { return at::Half(0xFC00, at::Half::from_bits()); } static inline __host__ __device__ at::Half upper_bound() { return at::Half(0x7C00, at::Half::from_bits()); } }; template <> struct numeric_limits { static inline __host__ __device__ at::BFloat16 lowest() { return at::BFloat16(0xFF7F, at::BFloat16::from_bits()); } static inline __host__ __device__ at::BFloat16 max() { return at::BFloat16(0x7F7F, at::BFloat16::from_bits()); } static inline __host__ __device__ at::BFloat16 lower_bound() { return at::BFloat16(0xFF80, at::BFloat16::from_bits()); } static inline __host__ __device__ at::BFloat16 upper_bound() { return at::BFloat16(0x7F80, at::BFloat16::from_bits()); } }; template <> struct numeric_limits { static inline __host__ __device__ float lowest() { return -FLT_MAX; } static inline __host__ __device__ float max() { return FLT_MAX; } static inline __host__ __device__ float lower_bound() { return -static_cast(inf); } static inline __host__ __device__ float upper_bound() { return static_cast(inf); } }; template <> struct numeric_limits { static inline __host__ __device__ double lowest() { return -DBL_MAX; } static inline __host__ __device__ double max() { return DBL_MAX; } static inline __host__ __device__ double lower_bound() { return -inf; } static inline __host__ __device__ double upper_bound() { return inf; } }; } // namespace at