Files
composable_kernel/include/ck/utility/magic_division.hpp
arai713 2e3183af4f Codegen hipRTC compilation (#1579)
* 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>
2025-01-31 09:48:39 -08:00

237 lines
7.5 KiB
C++

// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2024, Advanced Micro Devices, Inc. All rights reserved.
#pragma once
#include "ck/ck.hpp"
#include "integral_constant.hpp"
#include "number.hpp"
#include "type.hpp"
#include "tuple.hpp"
#ifdef CK_CODE_GEN_RTC
#define INT32_MAX 2147483647
#endif
namespace ck {
// magic number division
// Caution:
// 1. For uint32_t as dividend: magic number division implementation being used would produce
// correct result if the dividend is uint32_t and its value is within 31-bit value range.
// 2. For int32_t as dividendd: magic number division for int32_t dividened has not been
// implemented, the int32_t dividend would be bit-wise interpreted as uint32_t and magic number
// division implementation for uint32_t is then used. Therefore, dividend value need to be
// non-negative.
// TODO:
// 1. Implement magic number divison for int32_t
// 2. Implement magic number divison for unit32_t with 32-bit value range
struct MagicDivision
{
// uint32_t
__host__ __device__ static constexpr auto CalculateMagicNumbers(uint32_t divisor)
{
// WARNING: magic division is only applicable for division inside this range.
// You should use the return value of CalculateMagicNumbers, if division is not inside this
// range. The "else" logic below is to quiet down run-time error.
if(divisor >= 1 && divisor <= INT32_MAX)
{
uint32_t shift = 0;
for(shift = 0; shift < 32; ++shift)
{
if((1U << shift) >= divisor)
{
break;
}
}
uint64_t one = 1;
uint64_t multiplier = ((one << 32) * ((one << shift) - divisor)) / divisor + 1;
// assert(multiplier <= 0xffffffffUL);
return make_tuple(uint32_t(multiplier), shift);
}
else
{
return make_tuple(uint32_t(0), uint32_t(0));
}
}
__host__ __device__ static constexpr uint32_t CalculateMagicMultiplier(uint32_t divisor)
{
auto tmp = CalculateMagicNumbers(divisor);
return tmp[Number<0>{}];
}
__host__ __device__ static constexpr uint32_t CalculateMagicShift(uint32_t divisor)
{
auto tmp = CalculateMagicNumbers(divisor);
return tmp[Number<1>{}];
}
// integral_constant<uint32_t, .>
template <uint32_t Divisor>
__host__ __device__ static constexpr auto
CalculateMagicNumbers(integral_constant<uint32_t, Divisor>)
{
constexpr auto tmp = CalculateMagicNumbers(uint32_t{Divisor});
constexpr uint32_t multiplier = tmp[Number<0>{}];
constexpr uint32_t shift = tmp[Number<1>{}];
return make_tuple(integral_constant<uint32_t, multiplier>{},
integral_constant<uint32_t, shift>{});
}
template <uint32_t Divisor>
__host__ __device__ static constexpr auto
CalculateMagicMultiplier(integral_constant<uint32_t, Divisor>)
{
constexpr uint32_t multiplier = CalculateMagicMultiplier(uint32_t{Divisor});
return integral_constant<uint32_t, multiplier>{};
}
template <uint32_t Divisor>
__host__ __device__ static constexpr auto
CalculateMagicShift(integral_constant<uint32_t, Divisor>)
{
constexpr uint32_t shift = CalculateMagicShift(uint32_t{Divisor});
return integral_constant<uint32_t, shift>{};
}
// integral_constant<int32_t, .>
template <int32_t Divisor>
__host__ __device__ static constexpr auto
CalculateMagicNumbers(integral_constant<int32_t, Divisor>)
{
return CalculateMagicNumbers(integral_constant<uint32_t, Divisor>{});
}
template <int32_t Divisor>
__host__ __device__ static constexpr auto
CalculateMagicMultiplier(integral_constant<int32_t, Divisor>)
{
return CalculateMagicMultiplier(integral_constant<uint32_t, Divisor>{});
}
template <int32_t Divisor>
__host__ __device__ static constexpr auto
CalculateMagicShift(integral_constant<int32_t, Divisor>)
{
return CalculateMagicShift(integral_constant<uint32_t, Divisor>{});
}
// magic division for uint32_t
__device__ static constexpr uint32_t
DoMagicDivision(uint32_t dividend, uint32_t multiplier, uint32_t shift)
{
uint32_t tmp = __umulhi(dividend, multiplier);
return (tmp + dividend) >> shift;
}
__host__ static constexpr uint32_t
DoMagicDivision(uint32_t dividend, uint32_t multiplier, uint32_t shift)
{
uint32_t tmp = static_cast<uint64_t>(dividend) * multiplier >> 32;
return (tmp + dividend) >> shift;
}
// magic division for int32_t
// HACK: use dividend_i32 as if it's uint32_t, dividend_i32 need to be
// non-negative for result to be correct
// TODO: figure out how to do magic number divison for int32_t as dividended
__device__ static constexpr int32_t
DoMagicDivision(int32_t dividend_i32, uint32_t multiplier, uint32_t shift)
{
uint32_t dividend_u32 = bit_cast<uint32_t>(dividend_i32);
uint32_t tmp = __umulhi(dividend_u32, multiplier);
return (tmp + dividend_u32) >> shift;
}
__host__ static constexpr int32_t
DoMagicDivision(int32_t dividend_i32, uint32_t multiplier, uint32_t shift)
{
uint32_t dividend_u32 = bit_cast<uint32_t>(dividend_i32);
uint32_t tmp = static_cast<uint64_t>(dividend_u32) * multiplier >> 32;
return (tmp + dividend_u32) >> shift;
}
};
struct MDiv
{
// 1 dword -> 3 dword storage
uint32_t divisor;
uint32_t multiplier;
uint32_t shift; // TODO: 8 bit is enough
// prefer construct on host
__host__ __device__ MDiv(uint32_t divisor_) : divisor(divisor_)
{
auto tmp = MagicDivision::CalculateMagicNumbers(divisor_);
multiplier = tmp[Number<0>{}];
shift = tmp[Number<1>{}];
}
__host__ __device__ MDiv() : divisor(0), multiplier(0), shift(0) {}
__host__ __device__ void update(uint32_t divisor_)
{
divisor = divisor_;
auto tmp = MagicDivision::CalculateMagicNumbers(divisor_);
multiplier = tmp[Number<0>{}];
shift = tmp[Number<1>{}];
}
__host__ __device__ uint32_t div(uint32_t dividend_) const
{
return MagicDivision::DoMagicDivision(dividend_, multiplier, shift);
}
__host__ __device__ void
divmod(uint32_t dividend_, uint32_t& quotient_, uint32_t& remainder_) const
{
quotient_ = div(dividend_);
remainder_ = dividend_ - (quotient_ * divisor);
}
__host__ __device__ uint32_t get() const { return divisor; }
};
struct MDiv2
{
// 1 dword -> 2 dword storage, divisor need compute from runtime
uint32_t multiplier;
uint32_t shift; // TODO: 8 bit is enough
// prefer construct on host
__host__ __device__ MDiv2(uint32_t divisor_)
{
auto tmp = MagicDivision::CalculateMagicNumbers(divisor_);
multiplier = tmp[Number<0>{}];
shift = tmp[Number<1>{}];
}
__host__ __device__ MDiv2() : multiplier(0), shift(0) {}
__host__ __device__ uint32_t div(uint32_t dividend_) const
{
return MagicDivision::DoMagicDivision(dividend_, multiplier, shift);
}
__host__ __device__ void
divmod(uint32_t dividend_, uint32_t divisor_, uint32_t& quotient_, uint32_t& remainder_) const
{
quotient_ = div(dividend_);
remainder_ = dividend_ - (quotient_ * divisor_);
}
};
} // namespace ck