mirror of
https://github.com/ROCm/composable_kernel.git
synced 2026-05-12 09:16:52 +00:00
2e3183af4f
* updating codegen build for MIOpen access: adding .cmake for codegen component * updating CMake * adding in header guards for some headers due to issues with hiprtc compilation in MIOpen * some more header guards * putting env file in header guard * cleaning up some includes * updated types file for hiprtc purposes * fixed types file: bit-wise/memcpy issue * updating multiple utility files to deal with standard header inclusion for hiprtc * added some more header guards in the utility files, replacing some standard header functionality * added some more header guards * fixing some conflicts in utility files, another round of header guards * fixing errors in data type file * resolved conflict errors in a few utility files * added header guards/replicated functionality in device files * resolved issues with standard headers in device files: device_base and device_grouped_conv_fwd_multiple_abd * resolved issues with standard headers in device files: device_base.hpp, device_grouped_conv_fwd_multiple_abd.hpp, device_grouped_conv_fwd_multiple_abd_xdl_cshuffle.hpp * added header guards for gridwise gemm files: gridwise_gemm_multiple_abd_xdl_cshuffle.hpp and gridwise_gemm_multiple_d_xdl_cshuffle.hpp * fixed issue with numerics header, removed from transform_conv_fwd_to_gemm and added to device_column_to_image_impl, device_grouped_conv_fwd_multiple_abd_xdl_cshuffle, device_grouped_conv_fwd_multiple_abd_xdl_cshuffle_v3, device_image_to_column_impl * replaced standard header usage and added header guards in block to ctile map and gridwise_gemm_pipeline_selector * resolved errors in device_gemm_xdl_splitk_c_shuffle files in regards to replacement of standard headers in previous commit * added replicated functionality for standard header methods in utility files * replaced standard header functionality in threadwise tensor slice transfer files and added header guards in element_wise_operation.hpp * temp fix for namespace error in MIOpen * remove standard header usage in codegen device op * removed standard header usage in elementwise files, resolved namespace errors * formatting fix * changed codegen argument to ON for testing * temporarily removing codegen compiler flag for testing purposes * added codegen flag again, set default to ON * set codegen flag default back to OFF * replaced enable_if_t standard header usage in data_type.hpp * added some debug prints to pinpoint issues in MIOpen * added print outs to debug in MIOpen * removed debug print outs from device op * resolved stdexcept include error * formatting fix * adding includes to new fp8 file to resolve ck::enable_if_t errors * made changes to amd_wave_read_first_lane * updated functionality in type utility file * fixed end of file issue * resovled errors in type utility file, added functionality to array utility file * fixed standard header usage replication in data_type file, resolves error with failing examples on navi3x * formatting fix * replaced standard header usage in amd_ck_fp8 file * added include to random_gen file * removed and replicated standard header usage from data_type and type_convert files for fp8 changes * replicated standard unsigned integer types in random_gen * resolved comments from review: put calls to reinterpret_cast for size_t in header guards * updated/added copyright headers * removed duplicate header * fixed typo in header guard * updated copyright headers --------- Co-authored-by: Illia Silin <98187287+illsilin@users.noreply.github.com>
929 lines
16 KiB
C++
929 lines
16 KiB
C++
// SPDX-License-Identifier: MIT
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// Copyright (c) 2018-2025, Advanced Micro Devices, Inc. All rights reserved.
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#pragma once
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#ifndef __HIP_DEVICE_COMPILE__
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#include <cmath>
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#endif
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#include "ck/utility/data_type.hpp"
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#include "ck/utility/type.hpp"
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#include "ck/utility/type_convert.hpp"
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namespace ck {
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namespace math {
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#if CK_WORKAROUND_SWDEV_383542
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extern "C" __device__ float __ocml_native_recip_f32(float);
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#endif
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// math functions for the host, some are implemented by calling C++ std functions
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#ifndef CK_CODE_GEN_RTC
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static inline __host__ float abs(float x) { return std::abs(x); };
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static inline __host__ double abs(double x) { return std::abs(x); };
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static inline __host__ int8_t abs(int8_t x)
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{
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int8_t sgn = x >> (8 - 1);
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return (x ^ sgn) - sgn;
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};
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static inline __host__ int32_t abs(int32_t x)
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{
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int32_t sgn = x >> (32 - 1);
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return (x ^ sgn) - sgn;
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};
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static inline __host__ half_t abs(half_t x)
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{
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uint16_t xx = ck::bit_cast<uint16_t>(x);
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uint16_t abs_xx = xx & 0x7fff;
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half_t abs_x = ck::bit_cast<half_t>(abs_xx);
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return abs_x;
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};
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#ifdef CK_EXPERIMENTAL_BIT_INT_EXTENSION_INT4
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static inline __host__ int4_t abs(int4_t x)
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{
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int4_t sgn = x >> (4 - 1);
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return (x ^ sgn) - sgn;
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}
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#endif
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static inline __host__ bool isnan(float x) { return std::isnan(x); };
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static inline __host__ bool isnan(double x) { return std::isnan(x); };
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static inline __host__ bool isnan(int8_t x)
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{
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(void)x;
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return false;
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};
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static inline __host__ bool isnan(int32_t x)
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{
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(void)x;
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return false;
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};
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static inline __host__ bool isnan(half_t x)
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{
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uint16_t xx = ck::bit_cast<uint16_t>(x);
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return (xx & 0x7FFF) > 0x7C00;
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};
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static inline __host__ bool isnan(f8_t x) { return ck::fp8_is_nan(x); };
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#ifdef CK_EXPERIMENTAL_BIT_INT_EXTENSION_INT4
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static inline __host__ bool isnan(int4_t x)
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{
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(void)x;
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return false;
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};
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#endif
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static inline __host__ half_t sqrt(half_t x)
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{
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return static_cast<half_t>(std::sqrt(static_cast<float>(x)));
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};
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static inline __host__ float sqrt(float x) { return std::sqrt(x); };
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static inline __host__ double sqrt(double x) { return std::sqrt(x); };
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template <typename T>
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inline __host__ T tanh(T x)
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{
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return ck::type_convert<T>(std::tanhf(ck::type_convert<float>(x)));
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};
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template <>
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inline __host__ float tanh<float>(float x)
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{
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return std::tanhf(x);
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};
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template <>
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inline __host__ double tanh<double>(double x)
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{
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return std::tanh(x);
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};
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template <typename T>
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inline __host__ T acos(T x)
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{
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return ck::type_convert<T>(std::acosf(ck::type_convert<float>(x)));
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};
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template <>
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inline __host__ float acos<float>(float x)
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{
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return std::acosf(x);
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};
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template <>
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inline __host__ double acos<double>(double x)
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{
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return std::acos(x);
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};
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template <typename T>
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inline __host__ T neg(T x)
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{
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return ck::type_convert<T>(-(ck::type_convert<float>(x)));
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};
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template <>
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inline __host__ float neg<float>(float x)
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{
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return -x;
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};
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template <>
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inline __host__ double neg<double>(double x)
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{
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return -x;
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};
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template <>
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inline __host__ int32_t neg<int32_t>(int32_t x)
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{
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return -x;
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};
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template <>
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inline __host__ int8_t neg<int8_t>(int8_t x)
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{
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return -x;
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};
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template <typename T>
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inline __host__ T atan(T x)
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{
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return ck::type_convert<T>(std::atanf(ck::type_convert<float>(x)));
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};
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template <>
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inline __host__ float atan<float>(float x)
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{
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return std::atanf(x);
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};
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template <>
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inline __host__ double atan<double>(double x)
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{
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return std::atan(x);
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};
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template <typename T>
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inline __host__ T sin(T x)
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{
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return ck::type_convert<T>(std::sinf(ck::type_convert<float>(x)));
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};
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template <>
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inline __host__ float sin<float>(float x)
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{
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return std::sinf(x);
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};
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template <>
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inline __host__ double sin<double>(double x)
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{
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return std::sin(x);
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};
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template <typename T>
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inline __host__ T asin(T x)
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{
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return ck::type_convert<T>(std::asinf(ck::type_convert<float>(x)));
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};
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template <>
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inline __host__ float asin<float>(float x)
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{
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return std::asinf(x);
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};
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template <>
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inline __host__ double asin<double>(double x)
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{
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return std::asin(x);
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};
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template <typename T>
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inline __host__ T asinh(T x)
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{
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return ck::type_convert<T>(std::asinhf(ck::type_convert<float>(x)));
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};
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template <>
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inline __host__ float asinh<float>(float x)
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{
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return std::asinhf(x);
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};
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template <>
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inline __host__ double asinh<double>(double x)
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{
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return std::asinh(x);
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};
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template <typename T>
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inline __host__ T cos(T x)
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{
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return ck::type_convert<T>(std::cosf(ck::type_convert<float>(x)));
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};
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template <>
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inline __host__ float cos<float>(float x)
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{
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return std::cosf(x);
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};
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template <>
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inline __host__ double cos<double>(double x)
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{
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return std::cos(x);
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};
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template <typename T>
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inline __host__ T acosh(T x)
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{
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return ck::type_convert<T>(std::acoshf(ck::type_convert<float>(x)));
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};
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template <>
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inline __host__ float acosh<float>(float x)
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{
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return std::acoshf(x);
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};
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template <>
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inline __host__ double acosh<double>(double x)
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{
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return std::acosh(x);
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};
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template <typename T>
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inline __host__ T tan(T x)
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{
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return ck::type_convert<T>(std::tanf(ck::type_convert<float>(x)));
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};
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template <>
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inline __host__ float tan<float>(float x)
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{
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return std::tanf(x);
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};
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template <>
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inline __host__ double tan<double>(double x)
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{
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return std::tan(x);
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};
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template <typename T>
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inline __host__ T atanh(T x)
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{
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return ck::type_convert<T>(std::atanhf(ck::type_convert<float>(x)));
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};
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template <>
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inline __host__ float atanh<float>(float x)
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{
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return std::atanhf(x);
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};
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template <>
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inline __host__ double atanh<double>(double x)
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{
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return std::atanh(x);
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};
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template <typename T>
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inline __host__ T sinh(T x)
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{
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return ck::type_convert<T>(std::sinhf(ck::type_convert<float>(x)));
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};
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template <>
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inline __host__ float sinh<float>(float x)
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{
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return std::sinhf(x);
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};
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template <>
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inline __host__ double sinh<double>(double x)
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{
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return std::sinh(x);
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};
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template <typename T>
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inline __host__ T ceil(T x)
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{
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return ck::type_convert<T>(std::ceilf(ck::type_convert<float>(x)));
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};
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template <>
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inline __host__ float ceil<float>(float x)
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{
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return std::ceilf(x);
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};
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template <>
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inline __host__ double ceil<double>(double x)
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{
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return std::ceil(x);
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};
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template <typename T>
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inline __host__ T cosh(T x)
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{
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return ck::type_convert<T>(std::coshf(ck::type_convert<float>(x)));
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};
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template <>
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inline __host__ float cosh<float>(float x)
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{
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return std::coshf(x);
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};
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template <>
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inline __host__ double cosh<double>(double x)
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{
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return std::cosh(x);
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};
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template <typename T>
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inline __host__ T floor(T x)
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{
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return ck::type_convert<T>(std::floorf(ck::type_convert<float>(x)));
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};
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template <>
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inline __host__ float floor<float>(float x)
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{
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return std::floorf(x);
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};
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template <>
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inline __host__ double floor<double>(double x)
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{
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return std::floor(x);
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};
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template <typename T>
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inline __host__ T rcp(T x)
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{
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return ck::type_convert<T>(1.f / ck::type_convert<float>(x));
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};
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template <typename T>
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inline __host__ T exp(T x)
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{
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return ck::type_convert<T>(std::expf(ck::type_convert<float>(x)));
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}
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template <>
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inline __host__ float exp<float>(float x)
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{
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return std::expf(x);
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}
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template <>
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inline __host__ double exp<double>(double x)
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{
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return std::exp(x);
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}
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template <typename T>
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inline __host__ T log(T x)
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{
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return ck::type_convert<T>(std::logf(ck::type_convert<float>(x)));
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}
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template <>
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inline __host__ float log<float>(float x)
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{
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return std::logf(x);
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}
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template <>
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inline __host__ double log<double>(double x)
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{
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return std::log(x);
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}
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template <typename T>
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inline __host__ T pow(T x, T gamma)
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{
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return ck::type_convert<T>(
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std::powf(ck::type_convert<float>(x), ck::type_convert<float>(gamma)));
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}
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template <>
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inline __host__ float pow<float>(float x, float gamma)
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{
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return std::powf(x, gamma);
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}
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template <>
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inline __host__ double pow<double>(double x, double gamma)
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{
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return std::pow(x, gamma);
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}
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template <typename T>
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inline __host__ T expm1(T x)
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{
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return ck::type_convert<T>(std::expm1f(ck::type_convert<float>(x)));
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}
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template <>
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inline __host__ float expm1<float>(float x)
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{
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return std::expm1f(x);
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}
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template <>
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inline __host__ double expm1<double>(double x)
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{
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return std::expm1(x);
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}
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#endif
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// math functions for the HIP kernel, some are implemented by calling hip builtin functions
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static inline __device__ float abs(float x) { return ::abs(x); };
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static inline __device__ double abs(double x) { return ::abs(x); };
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static inline __device__ int8_t abs(int8_t x)
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{
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int8_t sgn = x >> (8 - 1);
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return (x ^ sgn) - sgn;
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};
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static inline __device__ int32_t abs(int32_t x)
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{
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int32_t sgn = x >> (32 - 1);
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return (x ^ sgn) - sgn;
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};
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#ifdef CK_EXPERIMENTAL_BIT_INT_EXTENSION_INT4
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static inline __device__ int4_t abs(int4_t x)
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{
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int4_t sgn = x >> (4 - 1);
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return (x ^ sgn) - sgn;
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};
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#endif
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static inline __device__ half_t abs(half_t x)
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{
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uint16_t xx = ck::bit_cast<uint16_t>(x);
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uint16_t abs_xx = xx & 0x7fff;
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half_t abs_x = ck::bit_cast<half_t>(abs_xx);
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return abs_x;
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};
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static inline __device__ bool isnan(float x) { return ::isnan(x); };
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static inline __device__ bool isnan(double x) { return ::isnan(x); };
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static inline __device__ bool isnan(int8_t x)
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{
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(void)x;
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return false;
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};
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|
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static inline __device__ bool isnan(int32_t x)
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{
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(void)x;
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return false;
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};
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|
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#ifdef CK_EXPERIMENTAL_BIT_INT_EXTENSION_INT4
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static inline __device__ bool isnan(int4_t x)
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{
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(void)x;
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return false;
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};
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#endif
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|
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static inline __device__ bool isnan(half_t x)
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{
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uint16_t xx = ck::bit_cast<uint16_t>(x);
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return (xx & 0x7FFF) > 0x7C00;
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};
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static inline __device__ bool isnan(f8_t x) { return ck::fp8_is_nan(x); };
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static inline __device__ half_t sqrt(half_t x)
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{
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return static_cast<half_t>(__builtin_amdgcn_sqrtf(static_cast<float>(x)));
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};
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static inline __device__ float sqrt(float x) { return __builtin_amdgcn_sqrtf(x); };
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static inline __device__ double sqrt(double x) { return __builtin_amdgcn_sqrt(x); };
|
|
|
|
template <typename T>
|
|
inline __device__ T tanh(T x)
|
|
{
|
|
return ck::type_convert<T>(::tanhf(ck::type_convert<float>(x)));
|
|
};
|
|
|
|
template <>
|
|
inline __device__ float tanh<float>(float x)
|
|
{
|
|
return ::tanhf(x);
|
|
};
|
|
|
|
template <>
|
|
inline __device__ double tanh<double>(double x)
|
|
{
|
|
return ::tanh(x);
|
|
};
|
|
|
|
template <typename T>
|
|
inline __device__ T acos(T x)
|
|
{
|
|
return ck::type_convert<T>(::acosf(ck::type_convert<float>(x)));
|
|
};
|
|
|
|
template <>
|
|
inline __device__ float acos<float>(float x)
|
|
{
|
|
return ::acosf(x);
|
|
};
|
|
|
|
template <>
|
|
inline __device__ double acos<double>(double x)
|
|
{
|
|
return ::acos(x);
|
|
};
|
|
|
|
template <typename T>
|
|
inline __device__ T neg(T x)
|
|
{
|
|
return ck::type_convert<T>(-(ck::type_convert<float>(x)));
|
|
};
|
|
|
|
template <>
|
|
inline __device__ float neg<float>(float x)
|
|
{
|
|
return -x;
|
|
};
|
|
|
|
template <>
|
|
inline __device__ double neg<double>(double x)
|
|
{
|
|
return -x;
|
|
};
|
|
|
|
template <>
|
|
inline __device__ int32_t neg<int32_t>(int32_t x)
|
|
{
|
|
return -x;
|
|
};
|
|
|
|
template <>
|
|
inline __device__ int8_t neg<int8_t>(int8_t x)
|
|
{
|
|
return -x;
|
|
};
|
|
|
|
template <>
|
|
inline __device__ half_t neg<half_t>(half_t x)
|
|
{
|
|
return __hneg(static_cast<__half>(x));
|
|
};
|
|
|
|
template <typename T>
|
|
inline __device__ T atan(T x)
|
|
{
|
|
return ck::type_convert<T>(::atanf(ck::type_convert<float>(x)));
|
|
};
|
|
|
|
template <>
|
|
inline __device__ float atan<float>(float x)
|
|
{
|
|
return ::atanf(x);
|
|
};
|
|
|
|
template <>
|
|
inline __device__ double atan<double>(double x)
|
|
{
|
|
return ::atan(x);
|
|
};
|
|
|
|
template <typename T>
|
|
inline __device__ T sin(T x)
|
|
{
|
|
return ck::type_convert<T>(::sinf(ck::type_convert<float>(x)));
|
|
};
|
|
|
|
template <>
|
|
inline __device__ float sin<float>(float x)
|
|
{
|
|
return ::sinf(x);
|
|
};
|
|
|
|
template <>
|
|
inline __device__ double sin<double>(double x)
|
|
{
|
|
return ::sin(x);
|
|
};
|
|
|
|
template <>
|
|
inline __device__ half_t sin<half_t>(half_t x)
|
|
{
|
|
return hsin(static_cast<__half>(x));
|
|
};
|
|
|
|
template <typename T>
|
|
inline __device__ T asin(T x)
|
|
{
|
|
return ck::type_convert<T>(::asinf(ck::type_convert<float>(x)));
|
|
};
|
|
|
|
template <>
|
|
inline __device__ float asin<float>(float x)
|
|
{
|
|
return ::asinf(x);
|
|
};
|
|
|
|
template <>
|
|
inline __device__ double asin<double>(double x)
|
|
{
|
|
return ::asin(x);
|
|
};
|
|
|
|
template <typename T>
|
|
inline __device__ T asinh(T x)
|
|
{
|
|
return ck::type_convert<T>(::asinhf(ck::type_convert<float>(x)));
|
|
};
|
|
|
|
template <>
|
|
inline __device__ float asinh<float>(float x)
|
|
{
|
|
return ::asinhf(x);
|
|
};
|
|
|
|
template <>
|
|
inline __device__ double asinh<double>(double x)
|
|
{
|
|
return ::asinh(x);
|
|
};
|
|
|
|
template <typename T>
|
|
inline __device__ T acosh(T x)
|
|
{
|
|
return ck::type_convert<T>(::acoshf(ck::type_convert<float>(x)));
|
|
};
|
|
|
|
template <>
|
|
inline __device__ float acosh<float>(float x)
|
|
{
|
|
return ::acoshf(x);
|
|
};
|
|
|
|
template <>
|
|
inline __device__ double acosh<double>(double x)
|
|
{
|
|
return ::acosh(x);
|
|
};
|
|
|
|
template <typename T>
|
|
inline __device__ T tan(T x)
|
|
{
|
|
return ck::type_convert<T>(::tanf(ck::type_convert<float>(x)));
|
|
};
|
|
|
|
template <>
|
|
inline __device__ float tan<float>(float x)
|
|
{
|
|
return ::tanf(x);
|
|
};
|
|
|
|
template <>
|
|
inline __device__ double tan<double>(double x)
|
|
{
|
|
return ::tan(x);
|
|
};
|
|
|
|
template <typename T>
|
|
inline __device__ T atanh(T x)
|
|
{
|
|
return ck::type_convert<T>(::atanhf(ck::type_convert<float>(x)));
|
|
};
|
|
|
|
template <>
|
|
inline __device__ float atanh<float>(float x)
|
|
{
|
|
return ::atanhf(x);
|
|
};
|
|
|
|
template <>
|
|
inline __device__ double atanh<double>(double x)
|
|
{
|
|
return ::atanh(x);
|
|
};
|
|
|
|
template <typename T>
|
|
inline __device__ T sinh(T x)
|
|
{
|
|
return ck::type_convert<T>(::sinhf(ck::type_convert<float>(x)));
|
|
};
|
|
|
|
template <>
|
|
inline __device__ float sinh<float>(float x)
|
|
{
|
|
return ::sinhf(x);
|
|
};
|
|
|
|
template <>
|
|
inline __device__ double sinh<double>(double x)
|
|
{
|
|
return ::sinh(x);
|
|
};
|
|
|
|
template <typename T>
|
|
inline __device__ T ceil(T x)
|
|
{
|
|
return ck::type_convert<T>(::ceilf(ck::type_convert<float>(x)));
|
|
};
|
|
|
|
template <>
|
|
inline __device__ float ceil<float>(float x)
|
|
{
|
|
return ::ceilf(x);
|
|
};
|
|
|
|
template <>
|
|
inline __device__ double ceil<double>(double x)
|
|
{
|
|
return ::ceil(x);
|
|
};
|
|
|
|
template <>
|
|
inline __device__ half_t ceil<half_t>(half_t x)
|
|
{
|
|
return hceil(static_cast<__half>(x));
|
|
};
|
|
|
|
template <typename T>
|
|
inline __device__ T cosh(T x)
|
|
{
|
|
return ck::type_convert<T>(::coshf(ck::type_convert<float>(x)));
|
|
};
|
|
|
|
template <>
|
|
inline __device__ float cosh<float>(float x)
|
|
{
|
|
return ::coshf(x);
|
|
};
|
|
|
|
template <>
|
|
inline __device__ double cosh<double>(double x)
|
|
{
|
|
return ::cosh(x);
|
|
};
|
|
|
|
template <typename T>
|
|
inline __device__ T floor(T x)
|
|
{
|
|
return ck::type_convert<T>(::floorf(ck::type_convert<float>(x)));
|
|
};
|
|
|
|
template <>
|
|
inline __device__ float floor<float>(float x)
|
|
{
|
|
return ::floorf(x);
|
|
};
|
|
|
|
template <>
|
|
inline __device__ double floor<double>(double x)
|
|
{
|
|
return ::floor(x);
|
|
};
|
|
|
|
template <>
|
|
inline __device__ half_t floor<half_t>(half_t x)
|
|
{
|
|
return hfloor(static_cast<__half>(x));
|
|
};
|
|
|
|
template <typename T>
|
|
inline __device__ T rcp(T x)
|
|
{
|
|
#if !CK_WORKAROUND_SWDEV_383542
|
|
return __frcp_rn(x);
|
|
#else
|
|
return __ocml_native_recip_f32(x);
|
|
#endif
|
|
};
|
|
|
|
template <typename T>
|
|
inline __device__ T exp(T x)
|
|
{
|
|
return ck::type_convert<T>(__ocml_exp_f32(ck::type_convert<float>(x)));
|
|
};
|
|
|
|
template <>
|
|
inline __device__ half_t exp<half_t>(half_t x)
|
|
{
|
|
return hexp(static_cast<__half>(x));
|
|
};
|
|
|
|
template <>
|
|
inline __device__ float exp<float>(float x)
|
|
{
|
|
return __ocml_exp_f32(x);
|
|
};
|
|
|
|
template <>
|
|
inline __device__ double exp<double>(double x)
|
|
{
|
|
return exp(x);
|
|
};
|
|
|
|
template <typename T>
|
|
inline __device__ T log(T x)
|
|
{
|
|
return ck::type_convert<T>(__logf(ck::type_convert<float>(x)));
|
|
};
|
|
|
|
template <>
|
|
inline __device__ half_t log<half_t>(half_t x)
|
|
{
|
|
return hlog(static_cast<__half>(x));
|
|
};
|
|
|
|
template <>
|
|
inline __device__ float log<float>(float x)
|
|
{
|
|
return __logf(x);
|
|
};
|
|
|
|
template <>
|
|
inline __device__ double log<double>(double x)
|
|
{
|
|
return log(x);
|
|
};
|
|
|
|
template <typename T>
|
|
inline __device__ T pow(T x, T gamma)
|
|
{
|
|
return ck::type_convert<T>(powf(ck::type_convert<float>(x), ck::type_convert<float>(gamma)));
|
|
};
|
|
|
|
template <>
|
|
inline __device__ float pow<float>(float x, float gamma)
|
|
{
|
|
return powf(x, gamma);
|
|
};
|
|
|
|
template <>
|
|
inline __device__ double pow<double>(double x, double gamma)
|
|
{
|
|
return pow(x, gamma);
|
|
};
|
|
|
|
template <typename T>
|
|
inline __device__ T expm1(T x)
|
|
{
|
|
return ck::type_convert<T>(expm1f(ck::type_convert<float>(x)));
|
|
};
|
|
|
|
template <>
|
|
inline __device__ float expm1<float>(float x)
|
|
{
|
|
return expm1f(x);
|
|
};
|
|
|
|
template <>
|
|
inline __device__ double expm1<double>(double x)
|
|
{
|
|
return expm1(x);
|
|
};
|
|
|
|
} // namespace math
|
|
} // namespace ck
|