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mma_sm80.hpp
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mma_sm80.hpp
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/**************************************************************************************************
* Copyright (c) 2023 - 2023 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions are met:
*
* 1. Redistributions of source code must retain the above copyright notice, this
* list of conditions and the following disclaimer.
*
* 2. Redistributions in binary form must reproduce the above copyright notice,
* this list of conditions and the following disclaimer in the documentation
* and/or other materials provided with the distribution.
*
* 3. Neither the name of the copyright holder nor the names of its
* contributors may be used to endorse or promote products derived from
* this software without specific prior written permission.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
* AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
* IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
* DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
* FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
* DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
* SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
* CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
* OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
* OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
*
**************************************************************************************************/
#pragma once
#include <cute/config.hpp>
#include <cute/arch/mma.hpp>
// Config
#if (defined(__CUDA_ARCH__) && (__CUDA_ARCH__ >= 800))
# define CUTE_ARCH_MMA_SM80_ENABLED
#if (__CUDA_ARCH__ <= 900)
#define CUTE_ARCH_MMA_B1_AND_SM80_ENABLED
#endif
#if (__CUDA_ARCH__ <= 890)
#define CUTE_ARCH_MMA_B1_XOR_SM80_ENABLED
#endif
#endif
namespace cute {
////////////////////////////////////////////////////////////////////////////////////////////////////
// MMA 16x8x8 TN
struct SM80_16x8x8_F16F16F16F16_TN
{
using DRegisters = uint32_t[2];
using ARegisters = uint32_t[2];
using BRegisters = uint32_t[1];
using CRegisters = uint32_t[2];
CUTE_HOST_DEVICE static void
fma(uint32_t & d0, uint32_t & d1,
uint32_t const& a0, uint32_t const& a1,
uint32_t const& b0,
uint32_t const& c0, uint32_t const& c1)
{
#if defined(CUTE_ARCH_MMA_SM80_ENABLED)
asm volatile(
"mma.sync.aligned.m16n8k8.row.col.f16.f16.f16.f16 "
"{%0, %1},"
"{%2, %3},"
"{%4},"
"{%5, %6};\n"
: "=r"(d0), "=r"(d1)
: "r"(a0), "r"(a1),
"r"(b0),
"r"(c0), "r"(c1));
#else
CUTE_RUNTIME_ASSERT("Attempting to use SM80_16x8x8_F16F16F16F16_TN without CUTE_ARCH_MMA_SM80_ENABLED");
#endif
}
};
////////////////////////////////////////////////////////////////////////////////////////////////////
// MMA 16x8x16 TN
struct SM80_16x8x16_F16F16F16F16_TN
{
using DRegisters = uint32_t[2];
using ARegisters = uint32_t[4];
using BRegisters = uint32_t[2];
using CRegisters = uint32_t[2];
CUTE_HOST_DEVICE static void
fma(uint32_t & d0, uint32_t & d1,
uint32_t const& a0, uint32_t const& a1, uint32_t const& a2, uint32_t const& a3,
uint32_t const& b0, uint32_t const& b1,
uint32_t const& c0, uint32_t const& c1)
{
#if defined(CUTE_ARCH_MMA_SM80_ENABLED)
asm volatile(
"mma.sync.aligned.m16n8k16.row.col.f16.f16.f16.f16 "
"{%0, %1},"
"{%2, %3, %4, %5},"
"{%6, %7},"
"{%8, %9};\n"
: "=r"(d0), "=r"(d1)
: "r"(a0), "r"(a1), "r"(a2), "r"(a3),
"r"(b0), "r"(b1),
"r"(c0), "r"(c1));
#else
CUTE_RUNTIME_ASSERT("Attempting to use SM80_16x8x16_F16F16F16F16_TN without CUTE_ARCH_MMA_SM80_ENABLED");
#endif
}
};
////////////////////////////////////////////////////////////////////////////////////////////////////
// MMA 16x8x8 TN
struct SM80_16x8x8_F32F16F16F32_TN
{
using DRegisters = float[4];
using ARegisters = uint32_t[2];
using BRegisters = uint32_t[1];
using CRegisters = float[4];
CUTE_HOST_DEVICE static void
fma(float & d0, float & d1, float & d2, float & d3,
uint32_t const& a0, uint32_t const& a1,
uint32_t const& b0,
float const & c0, float const & c1, float const & c2, float const & c3)
{
#if defined(CUTE_ARCH_MMA_SM80_ENABLED)
asm volatile(
"mma.sync.aligned.m16n8k8.row.col.f32.f16.f16.f32 "
"{%0, %1, %2, %3},"
"{%4, %5},"
"{%6},"
"{%7, %8, %9, %10};\n"
: "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3)
: "r"(a0), "r"(a1),
"r"(b0),
"f"(c0), "f"(c1), "f"(c2), "f"(c3));
#else
CUTE_RUNTIME_ASSERT("Attempting to use SM80_16x8x8_F32F16F16F32_TN without CUTE_ARCH_MMA_SM80_ENABLED");
#endif
}
};
////////////////////////////////////////////////////////////////////////////////////////////////////
// MMA 16x8x16 TN
struct SM80_16x8x16_F32F16F16F32_TN
{
using DRegisters = float[4];
using ARegisters = uint32_t[4];
using BRegisters = uint32_t[2];
using CRegisters = float[4];
CUTE_HOST_DEVICE static void
fma(float & d0, float & d1, float & d2, float & d3,
uint32_t const& a0, uint32_t const& a1, uint32_t const& a2, uint32_t const& a3,
uint32_t const& b0, uint32_t const& b1,
float const & c0, float const & c1, float const & c2, float const & c3)
{
#if defined(CUTE_ARCH_MMA_SM80_ENABLED)
asm volatile(
"mma.sync.aligned.m16n8k16.row.col.f32.f16.f16.f32 "
"{%0, %1, %2, %3},"
"{%4, %5, %6, %7},"
"{%8, %9},"
"{%10, %11, %12, %13};\n"
: "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3)
: "r"(a0), "r"(a1), "r"(a2), "r"(a3),
"r"(b0), "r"(b1),
"f"(c0), "f"(c1), "f"(c2), "f"(c3));
#else
CUTE_RUNTIME_ASSERT("Attempting to use SM80_16x8x16_F32F16F16F32_TN without CUTE_ARCH_MMA_SM80_ENABLED");
#endif
}
};
////////////////////////////////////////////////////////////////////////////////////////////////////
// MMA 16x8x8 TN
struct SM80_16x8x8_F32BF16BF16F32_TN
{
using DRegisters = float[4];
using ARegisters = uint32_t[2];
using BRegisters = uint32_t[1];
using CRegisters = float[4];
CUTE_HOST_DEVICE static void
fma(float & d0, float & d1, float & d2, float & d3,
uint32_t const& a0, uint32_t const& a1,
uint32_t const& b0,
float const & c0, float const & c1, float const & c2, float const & c3)
{
#if defined(CUTE_ARCH_MMA_SM80_ENABLED)
asm volatile(
"mma.sync.aligned.m16n8k8.row.col.f32.bf16.bf16.f32 "
"{%0, %1, %2, %3},"
"{%4, %5},"
"{%6},"
"{%7, %8, %9, %10};\n"
: "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3)
: "r"(a0), "r"(a1),
"r"(b0),
"f"(c0), "f"(c1), "f"(c2), "f"(c3));
#else
CUTE_RUNTIME_ASSERT("Attempting to use SM80_16x8x8_F32BF16BF16F32_TN without CUTE_ARCH_MMA_SM80_ENABLED");
#endif
}
};
////////////////////////////////////////////////////////////////////////////////////////////////////
// MMA 16x8x16 TN
struct SM80_16x8x16_F32BF16BF16F32_TN
{
using DRegisters = float[4];
using ARegisters = uint32_t[4];
using BRegisters = uint32_t[2];
using CRegisters = float[4];
CUTE_HOST_DEVICE static void
fma(float & d0, float & d1, float & d2, float & d3,
uint32_t const& a0, uint32_t const& a1, uint32_t const& a2, uint32_t const& a3,
uint32_t const& b0, uint32_t const& b1,
float const & c0, float const & c1, float const & c2, float const & c3)
{
#if defined(CUTE_ARCH_MMA_SM80_ENABLED)
asm volatile(
"mma.sync.aligned.m16n8k16.row.col.f32.bf16.bf16.f32 "
"{%0, %1, %2, %3},"
"{%4, %5, %6, %7},"
"{%8, %9},"
"{%10, %11, %12, %13};\n"
: "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3)
: "r"(a0), "r"(a1), "r"(a2), "r"(a3),
"r"(b0), "r"(b1),
"f"(c0), "f"(c1), "f"(c2), "f"(c3));
#else
CUTE_RUNTIME_ASSERT("Attempting to use SM80_16x8x16_F32BF16BF16F32_TN without CUTE_ARCH_MMA_SM80_ENABLED");
#endif
}
};
////////////////////////////////////////////////////////////////////////////////////////////////////
// MMA 16x8x4 TN
struct SM80_16x8x4_F32TF32TF32F32_TN
{
using DRegisters = float[4];
using ARegisters = uint32_t[2];
using BRegisters = uint32_t[1];
using CRegisters = float[4];
CUTE_HOST_DEVICE static void
fma(float & d0, float & d1, float & d2, float & d3,
uint32_t const& a0, uint32_t const& a1,
uint32_t const& b0,
float const & c0, float const & c1, float const & c2, float const & c3)
{
#if defined(CUTE_ARCH_MMA_SM80_ENABLED)
asm volatile(
"mma.sync.aligned.m16n8k4.row.col.f32.tf32.tf32.f32 "
"{%0, %1, %2, %3},"
"{%4, %5},"
"{%6},"
"{%7, %8, %9, %10};\n"
: "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3)
: "r"(a0), "r"(a1),
"r"(b0),
"f"(c0), "f"(c1), "f"(c2), "f"(c3));
#else
CUTE_RUNTIME_ASSERT("Attempting to use SM80_16x8x4_F32TF32TF32F32_TN without CUTE_ARCH_MMA_SM80_ENABLED");
#endif
}
};
////////////////////////////////////////////////////////////////////////////////////////////////////
// MMA 16x8x8 TN
struct SM80_16x8x8_F32TF32TF32F32_TN
{
using DRegisters = float[4];
using ARegisters = uint32_t[4];
using BRegisters = uint32_t[2];
using CRegisters = float[4];
CUTE_HOST_DEVICE static void
fma(float & d0, float & d1, float & d2, float & d3,
uint32_t const& a0, uint32_t const& a1, uint32_t const& a2, uint32_t const& a3,
uint32_t const& b0, uint32_t const& b1,
float const & c0, float const & c1, float const & c2, float const & c3)
{
#if defined(CUTE_ARCH_MMA_SM80_ENABLED)
asm volatile(
"mma.sync.aligned.m16n8k8.row.col.f32.tf32.tf32.f32 "
"{%0, %1, %2, %3},"
"{%4, %5, %6, %7},"
"{%8, %9},"
"{%10, %11, %12, %13};\n"
: "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3)
: "r"(a0), "r"(a1), "r"(a2), "r"(a3),
"r"(b0), "r"(b1),
"f"(c0), "f"(c1), "f"(c2), "f"(c3));
#else
CUTE_RUNTIME_ASSERT("Attempting to use SM80_16x8x8_F32TF32TF32F32_TN without CUTE_ARCH_MMA_SM80_ENABLED");
#endif
}
};
////////////////////////////////////////////////////////////////////////////////////////////////////
// MMA 8x8x4 TN
struct SM80_8x8x4_F64F64F64F64_TN
{
using DRegisters = double[2];
using ARegisters = double[1];
using BRegisters = double[1];
using CRegisters = double[2];
CUTE_HOST_DEVICE static void
fma(double & d0, double & d1,
double const& a0,
double const& b0,
double const& c0, double const& c1)
{
#if defined(CUTE_ARCH_MMA_SM80_ENABLED)
asm volatile(
"mma.sync.aligned.m8n8k4.row.col.f64.f64.f64.f64 "
"{%0, %1},"
"{%2},"
"{%3},"
"{%4, %5};\n"
: "=d"(d0), "=d"(d1)
: "d"(a0),
"d"(b0),
"d"(c0), "d"(c1));
#else
CUTE_RUNTIME_ASSERT("Attempting to use SM80_8x8x4_F64F64F64F64_TN without CUTE_ARCH_MMA_SM80_ENABLED");
#endif
}
};
// MMA 8x8x4 TN with Planar Complex multiplication
struct SM80_8x8x4_C64C64C64C64_TN
{
using DRegisters = complex<double>[2];
using ARegisters = complex<double>[1];
using BRegisters = complex<double>[1];
using CRegisters = complex<double>[2];
CUTE_HOST_DEVICE static void
fma(complex<double> & d0, complex<double> & d1,
complex<double> const& a0,
complex<double> const& b0,
complex<double> const& c0, complex<double> const& c1)
{
// Because thrust::complex does not provide a mutable ref
double& rd0 = reinterpret_cast<double(&)[2]>(d0)[0];
double& id0 = reinterpret_cast<double(&)[2]>(d0)[1];
double& rd1 = reinterpret_cast<double(&)[2]>(d1)[0];
double& id1 = reinterpret_cast<double(&)[2]>(d1)[1];
// d.real() = a.real() * b.real() + c.real();
SM80_8x8x4_F64F64F64F64_TN::fma(
rd0, rd1,
a0.real(),
b0.real(),
c0.real(), c1.real());
// d.imag() = a.imag() * b.real() + c.imag();
SM80_8x8x4_F64F64F64F64_TN::fma(
id0, id1,
a0.imag(),
b0.real(),
c0.imag(), c1.imag());
// d.real() = -a.imag() * b.imag() + d.real();
SM80_8x8x4_F64F64F64F64_TN::fma(
rd0, rd1,
-a0.imag(),
b0.imag(),
d0.real(), d1.real());
// d.imag() = a.real() * b.imag() + d.imag();
SM80_8x8x4_F64F64F64F64_TN::fma(
id0, id1,
a0.real(),
b0.imag(),
d0.imag(), d1.imag());
}
};
// MMA 8x8x4 TN with Gaussian Complex multiplication:
// (a + bi)*(c + di)
// yields
// t0 += a*c
// t1 += b*d
// t2 += (a+b)*(c+d)
// then
// re = t0 - t1
// im = t2 - t0 - t1
struct SM80_8x8x4_GC64C64C64GC64_TN
{
struct GaussComplex {
double t0, t1, t2;
CUTE_HOST_DEVICE //constexpr
operator complex<double>() const { return complex<double>(t0 - t1, t2 - t0 - t1); }
CUTE_HOST_DEVICE friend //constexpr
complex<double> operator*(GaussComplex const& a, complex<double> const& b) { return static_cast<complex<double>>(a) * b; }
CUTE_HOST_DEVICE friend //constexpr
complex<double> operator*(complex<double> const& a, GaussComplex const& b) { return b * a; }
CUTE_HOST_DEVICE friend //constexpr
complex<double> operator+(GaussComplex const& a, complex<double> const& b) { return static_cast<complex<double>>(a) + b; }
CUTE_HOST_DEVICE friend //constexpr
complex<double> operator+(complex<double> const& a, GaussComplex const& b) { return b + a; }
};
using DRegisters = GaussComplex[2];
using ARegisters = complex<double>[1];
using BRegisters = complex<double>[1];
using CRegisters = GaussComplex[2];
CUTE_HOST_DEVICE static void
fma(GaussComplex & d0, GaussComplex & d1,
complex<double> const& a0,
complex<double> const& b0,
GaussComplex const& c0, GaussComplex const& c1)
{
SM80_8x8x4_F64F64F64F64_TN::fma(d0.t0, d1.t0,
a0.real(),
b0.real(),
c0.t0, c1.t0);
SM80_8x8x4_F64F64F64F64_TN::fma(d0.t1, d1.t1,
a0.imag(),
b0.imag(),
c0.t1, c1.t1);
SM80_8x8x4_F64F64F64F64_TN::fma(d0.t2, d1.t2,
a0.real() + a0.imag(),
b0.real() + b0.imag(),
c0.t2, c1.t2);
}
};
////////////////////////////////////////////////////////////////////////////////////////////////////
// MMA 8x8x16 TN
struct SM80_8x8x16_S32S8S8S32_TN
{
using DRegisters = uint32_t[2];
using ARegisters = uint32_t[1];
using BRegisters = uint32_t[1];
using CRegisters = uint32_t[2];
CUTE_HOST_DEVICE static void
fma(uint32_t & d0, uint32_t & d1,
uint32_t const& a0,
uint32_t const& b0,
uint32_t const& c0, uint32_t const& c1)
{
#if defined(CUTE_ARCH_MMA_SM80_ENABLED)
asm volatile(
"mma.sync.aligned.m8n8k16.row.col.s32.s8.s8.s32 "
"{%0, %1},"
"{%2},"
"{%3},"
"{%4, %5};\n"
: "=r"(d0), "=r"(d1)
: "r"(a0),
"r"(b0),
"r"(c0), "r"(c1));
#else
CUTE_RUNTIME_ASSERT("Attempting to use SM80_8x8x16_S32S8S8S32_TN without CUTE_ARCH_MMA_SM80_ENABLED");
#endif
}
};
////////////////////////////////////////////////////////////////////////////////////////////////////
// MMA 8x8x16 TN
struct SM80_8x8x16_S32S8S8S32_TN_SATURATE
{
using DRegisters = uint32_t[2];
using ARegisters = uint32_t[1];
using BRegisters = uint32_t[1];
using CRegisters = uint32_t[2];
CUTE_HOST_DEVICE static void
fma(uint32_t & d0, uint32_t & d1,
uint32_t const& a0,
uint32_t const& b0,
uint32_t const& c0, uint32_t const& c1)
{
#if defined(CUTE_ARCH_MMA_SM80_ENABLED)
asm volatile(
"mma.sync.aligned.m8n8k16.row.col.s32.s8.s8.s32.satfinite "
"{%0, %1},"
"{%2},"
"{%3},"
"{%4, %5};\n"
: "=r"(d0), "=r"(d1)
: "r"(a0),
"r"(b0),
"r"(c0), "r"(c1));
#else
CUTE_RUNTIME_ASSERT("Attempting to use SM80_8x8x16_S32S8S8S32_TN_SATURATE without CUTE_ARCH_MMA_SM80_ENABLED");
#endif
}
};
////////////////////////////////////////////////////////////////////////////////////////////////////
// MMA 16x8x16 TN
struct SM80_16x8x16_S32S8S8S32_TN
{
using DRegisters = uint32_t[4];
using ARegisters = uint32_t[2];
using BRegisters = uint32_t[1];
using CRegisters = uint32_t[4];
CUTE_HOST_DEVICE static void
fma(uint32_t & d0, uint32_t & d1, uint32_t & d2, uint32_t & d3,
uint32_t const& a0, uint32_t const& a1,
uint32_t const& b0,
uint32_t const& c0, uint32_t const& c1, uint32_t const& c2, uint32_t const& c3)
{
#if defined(CUTE_ARCH_MMA_SM80_ENABLED)
asm volatile(
"mma.sync.aligned.m16n8k16.row.col.s32.s8.s8.s32 "
"{%0, %1, %2, %3},"
"{%4, %5},"
"{%6},"
"{%7, %8, %9, %10};\n"
: "=r"(d0), "=r"(d1), "=r"(d2), "=r"(d3)
: "r"(a0), "r"(a1),
"r"(b0),
"r"(c0), "r"(c1), "r"(c2), "r"(c3));
#else
CUTE_RUNTIME_ASSERT("Attempting to use SM80_16x8x16_S32S8S8S32_TN without CUTE_ARCH_MMA_SM80_ENABLED");
#endif
}
};
////////////////////////////////////////////////////////////////////////////////////////////////////
// MMA 16x8x16 TN
struct SM80_16x8x16_S32S8S8S32_TN_SATURATE
{
using DRegisters = uint32_t[4];
using ARegisters = uint32_t[2];
using BRegisters = uint32_t[1];
using CRegisters = uint32_t[4];
CUTE_HOST_DEVICE static void
fma(uint32_t & d0, uint32_t & d1, uint32_t & d2, uint32_t & d3,
uint32_t const& a0, uint32_t const& a1,
uint32_t const& b0,
uint32_t const& c0, uint32_t const& c1, uint32_t const& c2, uint32_t const& c3)
{
#if defined(CUTE_ARCH_MMA_SM80_ENABLED)
asm volatile(
"mma.sync.aligned.m16n8k16.row.col.s32.s8.s8.s32.satfinite "
"{%0, %1, %2, %3},"
"{%4, %5},"
"{%6},"
"{%7, %8, %9, %10};\n"
: "=r"(d0), "=r"(d1), "=r"(d2), "=r"(d3)
: "r"(a0), "r"(a1),
"r"(b0),
"r"(c0), "r"(c1), "r"(c2), "r"(c3));
#else
CUTE_RUNTIME_ASSERT("Attempting to use SM80_16x8x16_S32S8S8S32_TN_SATURATE without CUTE_ARCH_MMA_SM80_ENABLED");
#endif
}
};
////////////////////////////////////////////////////////////////////////////////////////////////////
// MMA 16x8x32 TN
struct SM80_16x8x32_S32S8S8S32_TN
{
using DRegisters = uint32_t[4];
using ARegisters = uint32_t[4];
using BRegisters = uint32_t[2];
using CRegisters = uint32_t[4];
CUTE_HOST_DEVICE static void
fma(uint32_t & d0, uint32_t & d1, uint32_t & d2, uint32_t & d3,
uint32_t const& a0, uint32_t const& a1, uint32_t const& a2, uint32_t const& a3,
uint32_t const& b0, uint32_t const& b1,
uint32_t const& c0, uint32_t const& c1, uint32_t const& c2, uint32_t const& c3)
{
#if defined(CUTE_ARCH_MMA_SM80_ENABLED)
asm volatile(
"mma.sync.aligned.m16n8k32.row.col.s32.s8.s8.s32 "
"{%0, %1, %2, %3},"
"{%4, %5, %6, %7},"
"{%8, %9},"
"{%10, %11, %12, %13};\n"
: "=r"(d0), "=r"(d1), "=r"(d2), "=r"(d3)
: "r"(a0), "r"(a1), "r"(a2), "r"(a3),
"r"(b0), "r"(b1),
"r"(c0), "r"(c1), "r"(c2), "r"(c3));
#else
CUTE_RUNTIME_ASSERT("Attempting to use SM80_16x8x32_S32S8S8S32_TN without CUTE_ARCH_MMA_SM80_ENABLED");
#endif
}
};
////////////////////////////////////////////////////////////////////////////////////////////////////
// MMA 16x8x32 TN
struct SM80_16x8x32_S32S8S8S32_TN_SATURATE
{
using DRegisters = uint32_t[4];
using ARegisters = uint32_t[4];
using BRegisters = uint32_t[2];
using CRegisters = uint32_t[4];
CUTE_HOST_DEVICE static void
fma(uint32_t & d0, uint32_t & d1, uint32_t & d2, uint32_t & d3,
uint32_t const& a0, uint32_t const& a1, uint32_t const& a2, uint32_t const& a3,
uint32_t const& b0, uint32_t const& b1,
uint32_t const& c0, uint32_t const& c1, uint32_t const& c2, uint32_t const& c3)
{
#if defined(CUTE_ARCH_MMA_SM80_ENABLED)
asm volatile(
"mma.sync.aligned.m16n8k32.row.col.s32.s8.s8.s32.satfinite "
"{%0, %1, %2, %3},"
"{%4, %5, %6, %7},"
"{%8, %9},"
"{%10, %11, %12, %13};\n"
: "=r"(d0), "=r"(d1), "=r"(d2), "=r"(d3)
: "r"(a0), "r"(a1), "r"(a2), "r"(a3),
"r"(b0), "r"(b1),
"r"(c0), "r"(c1), "r"(c2), "r"(c3));
#else
CUTE_RUNTIME_ASSERT("Attempting to use SM80_16x8x32_S32S8S8S32_TN_SATURATE without CUTE_ARCH_MMA_SM80_ENABLED");
#endif
}
};
////////////////////////////////////////////////////////////////////////////////////////////////////
// MMA 8x8x16 TN
struct SM80_8x8x16_S32S8U8S32_TN
{
using DRegisters = uint32_t[2];
using ARegisters = uint32_t[1];
using BRegisters = uint32_t[1];
using CRegisters = uint32_t[2];
CUTE_HOST_DEVICE static void
fma(uint32_t & d0, uint32_t & d1,
uint32_t const& a0,
uint32_t const& b0,
uint32_t const& c0, uint32_t const& c1)
{
#if defined(CUTE_ARCH_MMA_SM80_ENABLED)
asm volatile(
"mma.sync.aligned.m8n8k16.row.col.s32.s8.u8.s32 "
"{%0, %1},"
"{%2},"
"{%3},"
"{%4, %5};\n"
: "=r"(d0), "=r"(d1)
: "r"(a0),
"r"(b0),
"r"(c0), "r"(c1));
#else
CUTE_RUNTIME_ASSERT("Attempting to use SM80_8x8x16_S32S8U8S32_TN without CUTE_ARCH_MMA_SM80_ENABLED");
#endif
}
};
////////////////////////////////////////////////////////////////////////////////////////////////////
// MMA 8x8x16 TN
struct SM80_8x8x16_S32S8U8S32_TN_SATURATE
{
using DRegisters = uint32_t[2];
using ARegisters = uint32_t[1];
using BRegisters = uint32_t[1];
using CRegisters = uint32_t[2];
CUTE_HOST_DEVICE static void
fma(uint32_t & d0, uint32_t & d1,
uint32_t const& a0,
uint32_t const& b0,
uint32_t const& c0, uint32_t const& c1)
{
#if defined(CUTE_ARCH_MMA_SM80_ENABLED)
asm volatile(
"mma.sync.aligned.m8n8k16.row.col.s32.s8.u8.s32.satfinite "
"{%0, %1},"
"{%2},"
"{%3},"
"{%4, %5};\n"
: "=r"(d0), "=r"(d1)
: "r"(a0),
"r"(b0),
"r"(c0), "r"(c1));
#else
CUTE_RUNTIME_ASSERT("Attempting to use SM80_8x8x16_S32S8U8S32_TN_SATURATE without CUTE_ARCH_MMA_SM80_ENABLED");
#endif
}
};
////////////////////////////////////////////////////////////////////////////////////////////////////
// MMA 16x8x16 TN
struct SM80_16x8x16_S32S8U8S32_TN
{
using DRegisters = uint32_t[4];
using ARegisters = uint32_t[2];
using BRegisters = uint32_t[1];
using CRegisters = uint32_t[4];
CUTE_HOST_DEVICE static void
fma(uint32_t & d0, uint32_t & d1, uint32_t & d2, uint32_t & d3,
uint32_t const& a0, uint32_t const& a1,
uint32_t const& b0,
uint32_t const& c0, uint32_t const& c1, uint32_t const& c2, uint32_t const& c3)
{
#if defined(CUTE_ARCH_MMA_SM80_ENABLED)
asm volatile(
"mma.sync.aligned.m16n8k16.row.col.s32.s8.u8.s32 "
"{%0, %1, %2, %3},"
"{%4, %5},"
"{%6},"
"{%7, %8, %9, %10};\n"
: "=r"(d0), "=r"(d1), "=r"(d2), "=r"(d3)
: "r"(a0), "r"(a1),
"r"(b0),
"r"(c0), "r"(c1), "r"(c2), "r"(c3));
#else
CUTE_RUNTIME_ASSERT("Attempting to use SM80_16x8x16_S32S8U8S32_TN without CUTE_ARCH_MMA_SM80_ENABLED");
#endif
}
};
////////////////////////////////////////////////////////////////////////////////////////////////////
// MMA 16x8x16 TN
struct SM80_16x8x16_S32S8U8S32_TN_SATURATE
{
using DRegisters = uint32_t[4];
using ARegisters = uint32_t[2];
using BRegisters = uint32_t[1];
using CRegisters = uint32_t[4];
CUTE_HOST_DEVICE static void
fma(uint32_t & d0, uint32_t & d1, uint32_t & d2, uint32_t & d3,
uint32_t const& a0, uint32_t const& a1,
uint32_t const& b0,
uint32_t const& c0, uint32_t const& c1, uint32_t const& c2, uint32_t const& c3)
{
#if defined(CUTE_ARCH_MMA_SM80_ENABLED)
asm volatile(
"mma.sync.aligned.m16n8k16.row.col.s32.s8.u8.s32.satfinite "
"{%0, %1, %2, %3},"
"{%4, %5},"
"{%6},"
"{%7, %8, %9, %10};\n"
: "=r"(d0), "=r"(d1), "=r"(d2), "=r"(d3)
: "r"(a0), "r"(a1),
"r"(b0),
"r"(c0), "r"(c1), "r"(c2), "r"(c3));
#else
CUTE_RUNTIME_ASSERT("Attempting to use SM80_16x8x16_S32S8U8S32_TN_SATURATE without CUTE_ARCH_MMA_SM80_ENABLED");
#endif
}
};
////////////////////////////////////////////////////////////////////////////////////////////////////
// MMA 16x8x32 TN
struct SM80_16x8x32_S32S8U8S32_TN
{
using DRegisters = uint32_t[4];
using ARegisters = uint32_t[4];
using BRegisters = uint32_t[2];
using CRegisters = uint32_t[4];
CUTE_HOST_DEVICE static void
fma(uint32_t & d0, uint32_t & d1, uint32_t & d2, uint32_t & d3,
uint32_t const& a0, uint32_t const& a1, uint32_t const& a2, uint32_t const& a3,
uint32_t const& b0, uint32_t const& b1,
uint32_t const& c0, uint32_t const& c1, uint32_t const& c2, uint32_t const& c3)
{
#if defined(CUTE_ARCH_MMA_SM80_ENABLED)
asm volatile(
"mma.sync.aligned.m16n8k32.row.col.s32.s8.u8.s32 "
"{%0, %1, %2, %3},"
"{%4, %5, %6, %7},"
"{%8, %9},"
"{%10, %11, %12, %13};\n"
: "=r"(d0), "=r"(d1), "=r"(d2), "=r"(d3)
: "r"(a0), "r"(a1), "r"(a2), "r"(a3),
"r"(b0), "r"(b1),
"r"(c0), "r"(c1), "r"(c2), "r"(c3));
#else
CUTE_RUNTIME_ASSERT("Attempting to use SM80_16x8x32_S32S8U8S32_TN without CUTE_ARCH_MMA_SM80_ENABLED");
#endif
}
};
////////////////////////////////////////////////////////////////////////////////////////////////////
// MMA 16x8x32 TN
struct SM80_16x8x32_S32S8U8S32_TN_SATURATE
{
using DRegisters = uint32_t[4];
using ARegisters = uint32_t[4];
using BRegisters = uint32_t[2];
using CRegisters = uint32_t[4];
CUTE_HOST_DEVICE static void
fma(uint32_t & d0, uint32_t & d1, uint32_t & d2, uint32_t & d3,
uint32_t const& a0, uint32_t const& a1, uint32_t const& a2, uint32_t const& a3,
uint32_t const& b0, uint32_t const& b1,
uint32_t const& c0, uint32_t const& c1, uint32_t const& c2, uint32_t const& c3)
{
#if defined(CUTE_ARCH_MMA_SM80_ENABLED)
asm volatile(
"mma.sync.aligned.m16n8k32.row.col.s32.s8.u8.s32.satfinite "
"{%0, %1, %2, %3},"
"{%4, %5, %6, %7},"
"{%8, %9},"
"{%10, %11, %12, %13};\n"
: "=r"(d0), "=r"(d1), "=r"(d2), "=r"(d3)
: "r"(a0), "r"(a1), "r"(a2), "r"(a3),
"r"(b0), "r"(b1),
"r"(c0), "r"(c1), "r"(c2), "r"(c3));
#else
CUTE_RUNTIME_ASSERT("Attempting to use SM80_16x8x32_S32S8U8S32_TN_SATURATE without CUTE_ARCH_MMA_SM80_ENABLED");
#endif
}
};
////////////////////////////////////////////////////////////////////////////////////////////////////
// MMA 8x8x16 TN
struct SM80_8x8x16_S32U8S8S32_TN
{
using DRegisters = uint32_t[2];
using ARegisters = uint32_t[1];
using BRegisters = uint32_t[1];
using CRegisters = uint32_t[2];
CUTE_HOST_DEVICE static void
fma(uint32_t & d0, uint32_t & d1,
uint32_t const& a0,
uint32_t const& b0,
uint32_t const& c0, uint32_t const& c1)
{
#if defined(CUTE_ARCH_MMA_SM80_ENABLED)
asm volatile(
"mma.sync.aligned.m8n8k16.row.col.s32.u8.s8.s32 "
"{%0, %1},"
"{%2},"
"{%3},"
"{%4, %5};\n"
: "=r"(d0), "=r"(d1)
: "r"(a0),
"r"(b0),
"r"(c0), "r"(c1));
#else
CUTE_RUNTIME_ASSERT("Attempting to use SM80_8x8x16_S32U8S8S32_TN without CUTE_ARCH_MMA_SM80_ENABLED");
#endif
}
};
////////////////////////////////////////////////////////////////////////////////////////////////////
// MMA 8x8x16 TN
struct SM80_8x8x16_S32U8S8S32_TN_SATURATE
{
using DRegisters = uint32_t[2];
using ARegisters = uint32_t[1];
using BRegisters = uint32_t[1];
using CRegisters = uint32_t[2];
CUTE_HOST_DEVICE static void
fma(uint32_t & d0, uint32_t & d1,
uint32_t const& a0,
uint32_t const& b0,
uint32_t const& c0, uint32_t const& c1)
{
#if defined(CUTE_ARCH_MMA_SM80_ENABLED)
asm volatile(
"mma.sync.aligned.m8n8k16.row.col.s32.u8.s8.s32.satfinite "
"{%0, %1},"
"{%2},"
"{%3},"
"{%4, %5};\n"
: "=r"(d0), "=r"(d1)
: "r"(a0),
"r"(b0),
"r"(c0), "r"(c1));
#else
CUTE_RUNTIME_ASSERT("Attempting to use SM80_8x8x16_S32U8S8S32_TN_SATURATE without CUTE_ARCH_MMA_SM80_ENABLED");
#endif
}
};
////////////////////////////////////////////////////////////////////////////////////////////////////
// MMA 16x8x16 TN
struct SM80_16x8x16_S32U8S8S32_TN
{
using DRegisters = uint32_t[4];
using ARegisters = uint32_t[2];
using BRegisters = uint32_t[1];
using CRegisters = uint32_t[4];
CUTE_HOST_DEVICE static void
fma(uint32_t & d0, uint32_t & d1, uint32_t & d2, uint32_t & d3,
uint32_t const& a0, uint32_t const& a1,
uint32_t const& b0,
uint32_t const& c0, uint32_t const& c1, uint32_t const& c2, uint32_t const& c3)
{
#if defined(CUTE_ARCH_MMA_SM80_ENABLED)
asm volatile(
"mma.sync.aligned.m16n8k16.row.col.s32.u8.s8.s32 "
"{%0, %1, %2, %3},"
"{%4, %5},"
"{%6},"
"{%7, %8, %9, %10};\n"
: "=r"(d0), "=r"(d1), "=r"(d2), "=r"(d3)
: "r"(a0), "r"(a1),
"r"(b0),
"r"(c0), "r"(c1), "r"(c2), "r"(c3));
#else
CUTE_RUNTIME_ASSERT("Attempting to use SM80_16x8x16_S32U8S8S32_TN without CUTE_ARCH_MMA_SM80_ENABLED");
#endif
}
};
////////////////////////////////////////////////////////////////////////////////////////////////////
// MMA 16x8x16 TN
struct SM80_16x8x16_S32U8S8S32_TN_SATURATE
{
using DRegisters = uint32_t[4];
using ARegisters = uint32_t[2];
using BRegisters = uint32_t[1];
using CRegisters = uint32_t[4];
CUTE_HOST_DEVICE static void
fma(uint32_t & d0, uint32_t & d1, uint32_t & d2, uint32_t & d3,
uint32_t const& a0, uint32_t const& a1,
uint32_t const& b0,
uint32_t const& c0, uint32_t const& c1, uint32_t const& c2, uint32_t const& c3)
{
#if defined(CUTE_ARCH_MMA_SM80_ENABLED)
asm volatile(
"mma.sync.aligned.m16n8k16.row.col.s32.u8.s8.s32.satfinite "
"{%0, %1, %2, %3},"
"{%4, %5},"
"{%6},"
"{%7, %8, %9, %10};\n"
: "=r"(d0), "=r"(d1), "=r"(d2), "=r"(d3)
: "r"(a0), "r"(a1),
"r"(b0),
"r"(c0), "r"(c1), "r"(c2), "r"(c3));
#else
CUTE_RUNTIME_ASSERT("Attempting to use SM80_16x8x16_S32U8S8S32_TN_SATURATE without CUTE_ARCH_MMA_SM80_ENABLED");
#endif
}
};
////////////////////////////////////////////////////////////////////////////////////////////////////
// MMA 16x8x32 TN
struct SM80_16x8x32_S32U8S8S32_TN
{
using DRegisters = uint32_t[4];
using ARegisters = uint32_t[4];
using BRegisters = uint32_t[2];
using CRegisters = uint32_t[4];
CUTE_HOST_DEVICE static void
fma(uint32_t & d0, uint32_t & d1, uint32_t & d2, uint32_t & d3,
uint32_t const& a0, uint32_t const& a1, uint32_t const& a2, uint32_t const& a3,
uint32_t const& b0, uint32_t const& b1,
uint32_t const& c0, uint32_t const& c1, uint32_t const& c2, uint32_t const& c3)
{
#if defined(CUTE_ARCH_MMA_SM80_ENABLED)