/*************************************************************************************************** * Copyright (c) 2025 - 2025 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 #include #include // cute::float_e4m3_t, etc #include #include namespace cute { namespace SM120::SPARSE { //////////////////////////////////////////////////////////////////////////////////////////////////// template struct SM120_SPARSE_16x8x64_TN { static_assert(cutlass::detail::dependent_false, "No MMA matches SM120_SPARSE_16x8x64_TN for given data types."); }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP32 ACC and inputs E2M1 x E2M1 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f32.e2m1.e2m1.f32 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "%16, 0x0;\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP32 ACC and inputs E2M1 x E3M2 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f32.e2m1.e3m2.f32 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "%16, 0x0;\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP32 ACC and inputs E2M1 x E2M3 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f32.e2m1.e2m3.f32 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "%16, 0x0;\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP32 ACC and inputs E2M1 x E4M3 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f32.e2m1.e4m3.f32 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "%16, 0x0;\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP32 ACC and inputs E2M1 x E5M2 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f32.e2m1.e5m2.f32 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "%16, 0x0;\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP32 ACC and inputs E3M2 x E2M1 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f32.e3m2.e2m1.f32 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "%16, 0x0;\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP32 ACC and inputs E3M2 x E3M2 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f32.e3m2.e3m2.f32 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "%16, 0x0;\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP32 ACC and inputs E3M2 x E2M3 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f32.e3m2.e2m3.f32 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "%16, 0x0;\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP32 ACC and inputs E3M2 x E4M3 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f32.e3m2.e4m3.f32 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "%16, 0x0;\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP32 ACC and inputs E3M2 x E5M2 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f32.e3m2.e5m2.f32 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "%16, 0x0;\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP32 ACC and inputs E2M3 x E2M1 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f32.e2m3.e2m1.f32 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "%16, 0x0;\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP32 ACC and inputs E2M3 x E3M2 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f32.e2m3.e3m2.f32 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "%16, 0x0;\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP32 ACC and inputs E2M3 x E2M3 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f32.e2m3.e2m3.f32 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "%16, 0x0;\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP32 ACC and inputs E2M3 x E4M3 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f32.e2m3.e4m3.f32 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "%16, 0x0;\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP32 ACC and inputs E2M3 x E5M2 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f32.e2m3.e5m2.f32 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "%16, 0x0;\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP32 ACC and inputs E4M3 x E2M1 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f32.e4m3.e2m1.f32 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "%16, 0x0;\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP32 ACC and inputs E4M3 x E3M2 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f32.e4m3.e3m2.f32 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "%16, 0x0;\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP32 ACC and inputs E4M3 x E2M3 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f32.e4m3.e2m3.f32 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "%16, 0x0;\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP32 ACC and inputs E4M3 x E4M3 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f32.e4m3.e4m3.f32 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "%16, 0x0;\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP32 ACC and inputs E4M3 x E5M2 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f32.e4m3.e5m2.f32 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "%16, 0x0;\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP32 ACC and inputs E5M2 x E2M1 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f32.e5m2.e2m1.f32 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "%16, 0x0;\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP32 ACC and inputs E5M2 x E3M2 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f32.e5m2.e3m2.f32 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "%16, 0x0;\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP32 ACC and inputs E5M2 x E2M3 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f32.e5m2.e2m3.f32 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "%16, 0x0;\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP32 ACC and inputs E5M2 x E4M3 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f32.e5m2.e4m3.f32 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "%16, 0x0;\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP32 ACC and inputs E5M2 x E5M2 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f32.e5m2.e5m2.f32 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "%16, 0x0;\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP16 ACC and inputs E2M1 x E2M1 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = uint32_t[2]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = uint32_t[2]; using ERegisters = uint32_t[1]; 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& b2, uint32_t const& b3, uint32_t const& c0, uint32_t const& c1, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f16.e2m1.e2m1.f16 " "{%0, %1}," "{%2, %3, %4, %5}," "{%6, %7, %8, %9}," "{%10, %11}," "%12, 0x0;\n" : "=r"(d0), "=r"(d1) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "r"(c0), "r"(c1), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP16 ACC and inputs E2M1 x E3M2 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = uint32_t[2]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = uint32_t[2]; using ERegisters = uint32_t[1]; 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& b2, uint32_t const& b3, uint32_t const& c0, uint32_t const& c1, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f16.e2m1.e3m2.f16 " "{%0, %1}," "{%2, %3, %4, %5}," "{%6, %7, %8, %9}," "{%10, %11}," "%12, 0x0;\n" : "=r"(d0), "=r"(d1) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "r"(c0), "r"(c1), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP16 ACC and inputs E2M1 x E2M3 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = uint32_t[2]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = uint32_t[2]; using ERegisters = uint32_t[1]; 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& b2, uint32_t const& b3, uint32_t const& c0, uint32_t const& c1, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f16.e2m1.e2m3.f16 " "{%0, %1}," "{%2, %3, %4, %5}," "{%6, %7, %8, %9}," "{%10, %11}," "%12, 0x0;\n" : "=r"(d0), "=r"(d1) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "r"(c0), "r"(c1), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP16 ACC and inputs E2M1 x E4M3 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = uint32_t[2]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = uint32_t[2]; using ERegisters = uint32_t[1]; 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& b2, uint32_t const& b3, uint32_t const& c0, uint32_t const& c1, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f16.e2m1.e4m3.f16 " "{%0, %1}," "{%2, %3, %4, %5}," "{%6, %7, %8, %9}," "{%10, %11}," "%12, 0x0;\n" : "=r"(d0), "=r"(d1) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "r"(c0), "r"(c1), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP16 ACC and inputs E2M1 x E5M2 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = uint32_t[2]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = uint32_t[2]; using ERegisters = uint32_t[1]; 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& b2, uint32_t const& b3, uint32_t const& c0, uint32_t const& c1, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f16.e2m1.e5m2.f16 " "{%0, %1}," "{%2, %3, %4, %5}," "{%6, %7, %8, %9}," "{%10, %11}," "%12, 0x0;\n" : "=r"(d0), "=r"(d1) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "r"(c0), "r"(c1), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP16 ACC and inputs E3M2 x E2M1 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = uint32_t[2]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = uint32_t[2]; using ERegisters = uint32_t[1]; 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& b2, uint32_t const& b3, uint32_t const& c0, uint32_t const& c1, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f16.e3m2.e2m1.f16 " "{%0, %1}," "{%2, %3, %4, %5}," "{%6, %7, %8, %9}," "{%10, %11}," "%12, 0x0;\n" : "=r"(d0), "=r"(d1) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "r"(c0), "r"(c1), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP16 ACC and inputs E3M2 x E3M2 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = uint32_t[2]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = uint32_t[2]; using ERegisters = uint32_t[1]; 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& b2, uint32_t const& b3, uint32_t const& c0, uint32_t const& c1, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f16.e3m2.e3m2.f16 " "{%0, %1}," "{%2, %3, %4, %5}," "{%6, %7, %8, %9}," "{%10, %11}," "%12, 0x0;\n" : "=r"(d0), "=r"(d1) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "r"(c0), "r"(c1), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP16 ACC and inputs E3M2 x E2M3 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = uint32_t[2]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = uint32_t[2]; using ERegisters = uint32_t[1]; 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& b2, uint32_t const& b3, uint32_t const& c0, uint32_t const& c1, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f16.e3m2.e2m3.f16 " "{%0, %1}," "{%2, %3, %4, %5}," "{%6, %7, %8, %9}," "{%10, %11}," "%12, 0x0;\n" : "=r"(d0), "=r"(d1) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "r"(c0), "r"(c1), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP16 ACC and inputs E3M2 x E4M3 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = uint32_t[2]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = uint32_t[2]; using ERegisters = uint32_t[1]; 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& b2, uint32_t const& b3, uint32_t const& c0, uint32_t const& c1, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f16.e3m2.e4m3.f16 " "{%0, %1}," "{%2, %3, %4, %5}," "{%6, %7, %8, %9}," "{%10, %11}," "%12, 0x0;\n" : "=r"(d0), "=r"(d1) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "r"(c0), "r"(c1), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP16 ACC and inputs E3M2 x E5M2 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = uint32_t[2]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = uint32_t[2]; using ERegisters = uint32_t[1]; 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& b2, uint32_t const& b3, uint32_t const& c0, uint32_t const& c1, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f16.e3m2.e5m2.f16 " "{%0, %1}," "{%2, %3, %4, %5}," "{%6, %7, %8, %9}," "{%10, %11}," "%12, 0x0;\n" : "=r"(d0), "=r"(d1) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "r"(c0), "r"(c1), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP16 ACC and inputs E2M3 x E2M1 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = uint32_t[2]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = uint32_t[2]; using ERegisters = uint32_t[1]; 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& b2, uint32_t const& b3, uint32_t const& c0, uint32_t const& c1, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f16.e2m3.e2m1.f16 " "{%0, %1}," "{%2, %3, %4, %5}," "{%6, %7, %8, %9}," "{%10, %11}," "%12, 0x0;\n" : "=r"(d0), "=r"(d1) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "r"(c0), "r"(c1), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP16 ACC and inputs E2M3 x E3M2 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = uint32_t[2]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = uint32_t[2]; using ERegisters = uint32_t[1]; 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& b2, uint32_t const& b3, uint32_t const& c0, uint32_t const& c1, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f16.e2m3.e3m2.f16 " "{%0, %1}," "{%2, %3, %4, %5}," "{%6, %7, %8, %9}," "{%10, %11}," "%12, 0x0;\n" : "=r"(d0), "=r"(d1) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "r"(c0), "r"(c1), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP16 ACC and inputs E2M3 x E2M3 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = uint32_t[2]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = uint32_t[2]; using ERegisters = uint32_t[1]; 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& b2, uint32_t const& b3, uint32_t const& c0, uint32_t const& c1, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f16.e2m3.e2m3.f16 " "{%0, %1}," "{%2, %3, %4, %5}," "{%6, %7, %8, %9}," "{%10, %11}," "%12, 0x0;\n" : "=r"(d0), "=r"(d1) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "r"(c0), "r"(c1), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP16 ACC and inputs E2M3 x E4M3 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = uint32_t[2]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = uint32_t[2]; using ERegisters = uint32_t[1]; 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& b2, uint32_t const& b3, uint32_t const& c0, uint32_t const& c1, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f16.e2m3.e4m3.f16 " "{%0, %1}," "{%2, %3, %4, %5}," "{%6, %7, %8, %9}," "{%10, %11}," "%12, 0x0;\n" : "=r"(d0), "=r"(d1) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "r"(c0), "r"(c1), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP16 ACC and inputs E2M3 x E5M2 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = uint32_t[2]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = uint32_t[2]; using ERegisters = uint32_t[1]; 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& b2, uint32_t const& b3, uint32_t const& c0, uint32_t const& c1, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f16.e2m3.e5m2.f16 " "{%0, %1}," "{%2, %3, %4, %5}," "{%6, %7, %8, %9}," "{%10, %11}," "%12, 0x0;\n" : "=r"(d0), "=r"(d1) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "r"(c0), "r"(c1), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP16 ACC and inputs E4M3 x E2M1 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = uint32_t[2]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = uint32_t[2]; using ERegisters = uint32_t[1]; 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& b2, uint32_t const& b3, uint32_t const& c0, uint32_t const& c1, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f16.e4m3.e2m1.f16 " "{%0, %1}," "{%2, %3, %4, %5}," "{%6, %7, %8, %9}," "{%10, %11}," "%12, 0x0;\n" : "=r"(d0), "=r"(d1) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "r"(c0), "r"(c1), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP16 ACC and inputs E4M3 x E3M2 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = uint32_t[2]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = uint32_t[2]; using ERegisters = uint32_t[1]; 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& b2, uint32_t const& b3, uint32_t const& c0, uint32_t const& c1, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f16.e4m3.e3m2.f16 " "{%0, %1}," "{%2, %3, %4, %5}," "{%6, %7, %8, %9}," "{%10, %11}," "%12, 0x0;\n" : "=r"(d0), "=r"(d1) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "r"(c0), "r"(c1), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP16 ACC and inputs E4M3 x E2M3 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = uint32_t[2]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = uint32_t[2]; using ERegisters = uint32_t[1]; 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& b2, uint32_t const& b3, uint32_t const& c0, uint32_t const& c1, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f16.e4m3.e2m3.f16 " "{%0, %1}," "{%2, %3, %4, %5}," "{%6, %7, %8, %9}," "{%10, %11}," "%12, 0x0;\n" : "=r"(d0), "=r"(d1) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "r"(c0), "r"(c1), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP16 ACC and inputs E4M3 x E4M3 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = uint32_t[2]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = uint32_t[2]; using ERegisters = uint32_t[1]; 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& b2, uint32_t const& b3, uint32_t const& c0, uint32_t const& c1, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f16.e4m3.e4m3.f16 " "{%0, %1}," "{%2, %3, %4, %5}," "{%6, %7, %8, %9}," "{%10, %11}," "%12, 0x0;\n" : "=r"(d0), "=r"(d1) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "r"(c0), "r"(c1), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP16 ACC and inputs E4M3 x E5M2 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = uint32_t[2]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = uint32_t[2]; using ERegisters = uint32_t[1]; 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& b2, uint32_t const& b3, uint32_t const& c0, uint32_t const& c1, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f16.e4m3.e5m2.f16 " "{%0, %1}," "{%2, %3, %4, %5}," "{%6, %7, %8, %9}," "{%10, %11}," "%12, 0x0;\n" : "=r"(d0), "=r"(d1) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "r"(c0), "r"(c1), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP16 ACC and inputs E5M2 x E2M1 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = uint32_t[2]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = uint32_t[2]; using ERegisters = uint32_t[1]; 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& b2, uint32_t const& b3, uint32_t const& c0, uint32_t const& c1, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f16.e5m2.e2m1.f16 " "{%0, %1}," "{%2, %3, %4, %5}," "{%6, %7, %8, %9}," "{%10, %11}," "%12, 0x0;\n" : "=r"(d0), "=r"(d1) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "r"(c0), "r"(c1), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP16 ACC and inputs E5M2 x E3M2 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = uint32_t[2]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = uint32_t[2]; using ERegisters = uint32_t[1]; 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& b2, uint32_t const& b3, uint32_t const& c0, uint32_t const& c1, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f16.e5m2.e3m2.f16 " "{%0, %1}," "{%2, %3, %4, %5}," "{%6, %7, %8, %9}," "{%10, %11}," "%12, 0x0;\n" : "=r"(d0), "=r"(d1) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "r"(c0), "r"(c1), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP16 ACC and inputs E5M2 x E2M3 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = uint32_t[2]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = uint32_t[2]; using ERegisters = uint32_t[1]; 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& b2, uint32_t const& b3, uint32_t const& c0, uint32_t const& c1, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f16.e5m2.e2m3.f16 " "{%0, %1}," "{%2, %3, %4, %5}," "{%6, %7, %8, %9}," "{%10, %11}," "%12, 0x0;\n" : "=r"(d0), "=r"(d1) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "r"(c0), "r"(c1), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP16 ACC and inputs E5M2 x E4M3 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = uint32_t[2]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = uint32_t[2]; using ERegisters = uint32_t[1]; 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& b2, uint32_t const& b3, uint32_t const& c0, uint32_t const& c1, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f16.e5m2.e4m3.f16 " "{%0, %1}," "{%2, %3, %4, %5}," "{%6, %7, %8, %9}," "{%10, %11}," "%12, 0x0;\n" : "=r"(d0), "=r"(d1) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "r"(c0), "r"(c1), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA 16x8x64 TN with FP16 ACC and inputs E5M2 x E5M2 template <> struct SM120_SPARSE_16x8x64_TN { using DRegisters = uint32_t[2]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = uint32_t[2]; using ERegisters = uint32_t[1]; 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& b2, uint32_t const& b3, uint32_t const& c0, uint32_t const& c1, uint32_t const& e) { #if defined(CUTE_ARCH_F8F6F4_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::f8f6f4.sp::ordered_metadata.m16n8k64.row.col.f16.e5m2.e5m2.f16 " "{%0, %1}," "{%2, %3, %4, %5}," "{%6, %7, %8, %9}," "{%10, %11}," "%12, 0x0;\n" : "=r"(d0), "=r"(d1) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "r"(c0), "r"(c1), "r"(e)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN without CUTE_ARCH_F8F6F4_MMA_ENABLED"); #endif } }; } // end namespace SM120::SPARSE namespace SM120::BLOCKSCALED::SPARSE { //////////////////////////////////////////////////////////////////////////////////////////////////// template struct SM120_SPARSE_16x8x64_TN_VS { static_assert(cutlass::detail::dependent_false, "No MMA matches SM120_SPARSE_16x8x64_TN_VS for given data types."); }; template struct SM120_SPARSE_16x8x128_TN_VS { static_assert(cutlass::detail::dependent_false, "No MMA matches SM120_SPARSE_16x8x128_TN_VS for given data types."); }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA SPARSE BLOCKSCALED 16x8x64 TN with FP32 ACC and inputs E2M1 x E2M1, SF UE8M0 template struct SM120_SPARSE_16x8x64_TN_VS { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; using SFARegisters = uint8_t[1]; using SFBRegisters = uint8_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e, uint8_t const& sfa, uint8_t const& sfb) { #if defined(CUTE_ARCH_MXF8F6F4_MMA_ENABLED) static constexpr uint16_t tidA = 0; static constexpr uint16_t bidA = 0; static constexpr uint16_t tidB = 0; static constexpr uint16_t bidB = 0; CUTE_STATIC_ASSERT(VS == 64, "Scaling factor vector size has to be 64 for MXF8F6F4 MMA."); asm volatile( "mma.sync.aligned.kind::mxf8f6f4.sp::ordered_metadata.block_scale.scale_vec::1X.m16n8k64.row.col.f32.e2m1.e2m1.f32.ue8m0 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "{%16}, 0x0," "{%17}," "{%18, %19}," "{%20}," "{%21, %22};\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e), "r"((uint32_t)sfa), "h"(bidA), "h"(tidA), "r"((uint32_t)sfb), "h"(bidB), "h"(tidB)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN_VS without CUTE_ARCH_MXF8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA SPARSE BLOCKSCALED 16x8x64 TN with FP32 ACC and inputs E2M1 x E3M2, SF UE8M0 template struct SM120_SPARSE_16x8x64_TN_VS { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; using SFARegisters = uint8_t[1]; using SFBRegisters = uint8_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e, uint8_t const& sfa, uint8_t const& sfb) { #if defined(CUTE_ARCH_MXF8F6F4_MMA_ENABLED) static constexpr uint16_t tidA = 0; static constexpr uint16_t bidA = 0; static constexpr uint16_t tidB = 0; static constexpr uint16_t bidB = 0; CUTE_STATIC_ASSERT(VS == 64, "Scaling factor vector size has to be 64 for MXF8F6F4 MMA."); asm volatile( "mma.sync.aligned.kind::mxf8f6f4.sp::ordered_metadata.block_scale.scale_vec::1X.m16n8k64.row.col.f32.e2m1.e3m2.f32.ue8m0 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "{%16}, 0x0," "{%17}," "{%18, %19}," "{%20}," "{%21, %22};\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e), "r"((uint32_t)sfa), "h"(bidA), "h"(tidA), "r"((uint32_t)sfb), "h"(bidB), "h"(tidB)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN_VS without CUTE_ARCH_MXF8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA SPARSE BLOCKSCALED 16x8x64 TN with FP32 ACC and inputs E2M1 x E2M3, SF UE8M0 template struct SM120_SPARSE_16x8x64_TN_VS { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; using SFARegisters = uint8_t[1]; using SFBRegisters = uint8_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e, uint8_t const& sfa, uint8_t const& sfb) { #if defined(CUTE_ARCH_MXF8F6F4_MMA_ENABLED) static constexpr uint16_t tidA = 0; static constexpr uint16_t bidA = 0; static constexpr uint16_t tidB = 0; static constexpr uint16_t bidB = 0; CUTE_STATIC_ASSERT(VS == 64, "Scaling factor vector size has to be 64 for MXF8F6F4 MMA."); asm volatile( "mma.sync.aligned.kind::mxf8f6f4.sp::ordered_metadata.block_scale.scale_vec::1X.m16n8k64.row.col.f32.e2m1.e2m3.f32.ue8m0 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "{%16}, 0x0," "{%17}," "{%18, %19}," "{%20}," "{%21, %22};\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e), "r"((uint32_t)sfa), "h"(bidA), "h"(tidA), "r"((uint32_t)sfb), "h"(bidB), "h"(tidB)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN_VS without CUTE_ARCH_MXF8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA SPARSE BLOCKSCALED 16x8x64 TN with FP32 ACC and inputs E2M1 x E4M3, SF UE8M0 template struct SM120_SPARSE_16x8x64_TN_VS { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; using SFARegisters = uint8_t[1]; using SFBRegisters = uint8_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e, uint8_t const& sfa, uint8_t const& sfb) { #if defined(CUTE_ARCH_MXF8F6F4_MMA_ENABLED) static constexpr uint16_t tidA = 0; static constexpr uint16_t bidA = 0; static constexpr uint16_t tidB = 0; static constexpr uint16_t bidB = 0; CUTE_STATIC_ASSERT(VS == 64, "Scaling factor vector size has to be 64 for MXF8F6F4 MMA."); asm volatile( "mma.sync.aligned.kind::mxf8f6f4.sp::ordered_metadata.block_scale.scale_vec::1X.m16n8k64.row.col.f32.e2m1.e4m3.f32.ue8m0 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "{%16}, 0x0," "{%17}," "{%18, %19}," "{%20}," "{%21, %22};\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e), "r"((uint32_t)sfa), "h"(bidA), "h"(tidA), "r"((uint32_t)sfb), "h"(bidB), "h"(tidB)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN_VS without CUTE_ARCH_MXF8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA SPARSE BLOCKSCALED 16x8x64 TN with FP32 ACC and inputs E2M1 x E5M2, SF UE8M0 template struct SM120_SPARSE_16x8x64_TN_VS { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; using SFARegisters = uint8_t[1]; using SFBRegisters = uint8_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e, uint8_t const& sfa, uint8_t const& sfb) { #if defined(CUTE_ARCH_MXF8F6F4_MMA_ENABLED) static constexpr uint16_t tidA = 0; static constexpr uint16_t bidA = 0; static constexpr uint16_t tidB = 0; static constexpr uint16_t bidB = 0; CUTE_STATIC_ASSERT(VS == 64, "Scaling factor vector size has to be 64 for MXF8F6F4 MMA."); asm volatile( "mma.sync.aligned.kind::mxf8f6f4.sp::ordered_metadata.block_scale.scale_vec::1X.m16n8k64.row.col.f32.e2m1.e5m2.f32.ue8m0 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "{%16}, 0x0," "{%17}," "{%18, %19}," "{%20}," "{%21, %22};\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e), "r"((uint32_t)sfa), "h"(bidA), "h"(tidA), "r"((uint32_t)sfb), "h"(bidB), "h"(tidB)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN_VS without CUTE_ARCH_MXF8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA SPARSE BLOCKSCALED 16x8x64 TN with FP32 ACC and inputs E3M2 x E2M1, SF UE8M0 template struct SM120_SPARSE_16x8x64_TN_VS { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; using SFARegisters = uint8_t[1]; using SFBRegisters = uint8_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e, uint8_t const& sfa, uint8_t const& sfb) { #if defined(CUTE_ARCH_MXF8F6F4_MMA_ENABLED) static constexpr uint16_t tidA = 0; static constexpr uint16_t bidA = 0; static constexpr uint16_t tidB = 0; static constexpr uint16_t bidB = 0; CUTE_STATIC_ASSERT(VS == 64, "Scaling factor vector size has to be 64 for MXF8F6F4 MMA."); asm volatile( "mma.sync.aligned.kind::mxf8f6f4.sp::ordered_metadata.block_scale.scale_vec::1X.m16n8k64.row.col.f32.e3m2.e2m1.f32.ue8m0 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "{%16}, 0x0," "{%17}," "{%18, %19}," "{%20}," "{%21, %22};\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e), "r"((uint32_t)sfa), "h"(bidA), "h"(tidA), "r"((uint32_t)sfb), "h"(bidB), "h"(tidB)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN_VS without CUTE_ARCH_MXF8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA SPARSE BLOCKSCALED 16x8x64 TN with FP32 ACC and inputs E3M2 x E3M2, SF UE8M0 template struct SM120_SPARSE_16x8x64_TN_VS { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; using SFARegisters = uint8_t[1]; using SFBRegisters = uint8_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e, uint8_t const& sfa, uint8_t const& sfb) { #if defined(CUTE_ARCH_MXF8F6F4_MMA_ENABLED) static constexpr uint16_t tidA = 0; static constexpr uint16_t bidA = 0; static constexpr uint16_t tidB = 0; static constexpr uint16_t bidB = 0; CUTE_STATIC_ASSERT(VS == 64, "Scaling factor vector size has to be 64 for MXF8F6F4 MMA."); asm volatile( "mma.sync.aligned.kind::mxf8f6f4.sp::ordered_metadata.block_scale.scale_vec::1X.m16n8k64.row.col.f32.e3m2.e3m2.f32.ue8m0 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "{%16}, 0x0," "{%17}," "{%18, %19}," "{%20}," "{%21, %22};\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e), "r"((uint32_t)sfa), "h"(bidA), "h"(tidA), "r"((uint32_t)sfb), "h"(bidB), "h"(tidB)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN_VS without CUTE_ARCH_MXF8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA SPARSE BLOCKSCALED 16x8x64 TN with FP32 ACC and inputs E3M2 x E2M3, SF UE8M0 template struct SM120_SPARSE_16x8x64_TN_VS { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; using SFARegisters = uint8_t[1]; using SFBRegisters = uint8_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e, uint8_t const& sfa, uint8_t const& sfb) { #if defined(CUTE_ARCH_MXF8F6F4_MMA_ENABLED) static constexpr uint16_t tidA = 0; static constexpr uint16_t bidA = 0; static constexpr uint16_t tidB = 0; static constexpr uint16_t bidB = 0; CUTE_STATIC_ASSERT(VS == 64, "Scaling factor vector size has to be 64 for MXF8F6F4 MMA."); asm volatile( "mma.sync.aligned.kind::mxf8f6f4.sp::ordered_metadata.block_scale.scale_vec::1X.m16n8k64.row.col.f32.e3m2.e2m3.f32.ue8m0 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "{%16}, 0x0," "{%17}," "{%18, %19}," "{%20}," "{%21, %22};\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e), "r"((uint32_t)sfa), "h"(bidA), "h"(tidA), "r"((uint32_t)sfb), "h"(bidB), "h"(tidB)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN_VS without CUTE_ARCH_MXF8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA SPARSE BLOCKSCALED 16x8x64 TN with FP32 ACC and inputs E3M2 x E4M3, SF UE8M0 template struct SM120_SPARSE_16x8x64_TN_VS { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; using SFARegisters = uint8_t[1]; using SFBRegisters = uint8_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e, uint8_t const& sfa, uint8_t const& sfb) { #if defined(CUTE_ARCH_MXF8F6F4_MMA_ENABLED) static constexpr uint16_t tidA = 0; static constexpr uint16_t bidA = 0; static constexpr uint16_t tidB = 0; static constexpr uint16_t bidB = 0; CUTE_STATIC_ASSERT(VS == 64, "Scaling factor vector size has to be 64 for MXF8F6F4 MMA."); asm volatile( "mma.sync.aligned.kind::mxf8f6f4.sp::ordered_metadata.block_scale.scale_vec::1X.m16n8k64.row.col.f32.e3m2.e4m3.f32.ue8m0 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "{%16}, 0x0," "{%17}," "{%18, %19}," "{%20}," "{%21, %22};\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e), "r"((uint32_t)sfa), "h"(bidA), "h"(tidA), "r"((uint32_t)sfb), "h"(bidB), "h"(tidB)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN_VS without CUTE_ARCH_MXF8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA SPARSE BLOCKSCALED 16x8x64 TN with FP32 ACC and inputs E3M2 x E5M2, SF UE8M0 template struct SM120_SPARSE_16x8x64_TN_VS { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; using SFARegisters = uint8_t[1]; using SFBRegisters = uint8_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e, uint8_t const& sfa, uint8_t const& sfb) { #if defined(CUTE_ARCH_MXF8F6F4_MMA_ENABLED) static constexpr uint16_t tidA = 0; static constexpr uint16_t bidA = 0; static constexpr uint16_t tidB = 0; static constexpr uint16_t bidB = 0; CUTE_STATIC_ASSERT(VS == 64, "Scaling factor vector size has to be 64 for MXF8F6F4 MMA."); asm volatile( "mma.sync.aligned.kind::mxf8f6f4.sp::ordered_metadata.block_scale.scale_vec::1X.m16n8k64.row.col.f32.e3m2.e5m2.f32.ue8m0 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "{%16}, 0x0," "{%17}," "{%18, %19}," "{%20}," "{%21, %22};\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e), "r"((uint32_t)sfa), "h"(bidA), "h"(tidA), "r"((uint32_t)sfb), "h"(bidB), "h"(tidB)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN_VS without CUTE_ARCH_MXF8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA SPARSE BLOCKSCALED 16x8x64 TN with FP32 ACC and inputs E2M3 x E2M1, SF UE8M0 template struct SM120_SPARSE_16x8x64_TN_VS { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; using SFARegisters = uint8_t[1]; using SFBRegisters = uint8_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e, uint8_t const& sfa, uint8_t const& sfb) { #if defined(CUTE_ARCH_MXF8F6F4_MMA_ENABLED) static constexpr uint16_t tidA = 0; static constexpr uint16_t bidA = 0; static constexpr uint16_t tidB = 0; static constexpr uint16_t bidB = 0; CUTE_STATIC_ASSERT(VS == 64, "Scaling factor vector size has to be 64 for MXF8F6F4 MMA."); asm volatile( "mma.sync.aligned.kind::mxf8f6f4.sp::ordered_metadata.block_scale.scale_vec::1X.m16n8k64.row.col.f32.e2m3.e2m1.f32.ue8m0 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "{%16}, 0x0," "{%17}," "{%18, %19}," "{%20}," "{%21, %22};\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e), "r"((uint32_t)sfa), "h"(bidA), "h"(tidA), "r"((uint32_t)sfb), "h"(bidB), "h"(tidB)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN_VS without CUTE_ARCH_MXF8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA SPARSE BLOCKSCALED 16x8x64 TN with FP32 ACC and inputs E2M3 x E3M2, SF UE8M0 template struct SM120_SPARSE_16x8x64_TN_VS { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; using SFARegisters = uint8_t[1]; using SFBRegisters = uint8_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e, uint8_t const& sfa, uint8_t const& sfb) { #if defined(CUTE_ARCH_MXF8F6F4_MMA_ENABLED) static constexpr uint16_t tidA = 0; static constexpr uint16_t bidA = 0; static constexpr uint16_t tidB = 0; static constexpr uint16_t bidB = 0; CUTE_STATIC_ASSERT(VS == 64, "Scaling factor vector size has to be 64 for MXF8F6F4 MMA."); asm volatile( "mma.sync.aligned.kind::mxf8f6f4.sp::ordered_metadata.block_scale.scale_vec::1X.m16n8k64.row.col.f32.e2m3.e3m2.f32.ue8m0 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "{%16}, 0x0," "{%17}," "{%18, %19}," "{%20}," "{%21, %22};\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e), "r"((uint32_t)sfa), "h"(bidA), "h"(tidA), "r"((uint32_t)sfb), "h"(bidB), "h"(tidB)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN_VS without CUTE_ARCH_MXF8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA SPARSE BLOCKSCALED 16x8x64 TN with FP32 ACC and inputs E2M3 x E2M3, SF UE8M0 template struct SM120_SPARSE_16x8x64_TN_VS { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; using SFARegisters = uint8_t[1]; using SFBRegisters = uint8_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e, uint8_t const& sfa, uint8_t const& sfb) { #if defined(CUTE_ARCH_MXF8F6F4_MMA_ENABLED) static constexpr uint16_t tidA = 0; static constexpr uint16_t bidA = 0; static constexpr uint16_t tidB = 0; static constexpr uint16_t bidB = 0; CUTE_STATIC_ASSERT(VS == 64, "Scaling factor vector size has to be 64 for MXF8F6F4 MMA."); asm volatile( "mma.sync.aligned.kind::mxf8f6f4.sp::ordered_metadata.block_scale.scale_vec::1X.m16n8k64.row.col.f32.e2m3.e2m3.f32.ue8m0 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "{%16}, 0x0," "{%17}," "{%18, %19}," "{%20}," "{%21, %22};\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e), "r"((uint32_t)sfa), "h"(bidA), "h"(tidA), "r"((uint32_t)sfb), "h"(bidB), "h"(tidB)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN_VS without CUTE_ARCH_MXF8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA SPARSE BLOCKSCALED 16x8x64 TN with FP32 ACC and inputs E2M3 x E4M3, SF UE8M0 template struct SM120_SPARSE_16x8x64_TN_VS { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; using SFARegisters = uint8_t[1]; using SFBRegisters = uint8_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e, uint8_t const& sfa, uint8_t const& sfb) { #if defined(CUTE_ARCH_MXF8F6F4_MMA_ENABLED) static constexpr uint16_t tidA = 0; static constexpr uint16_t bidA = 0; static constexpr uint16_t tidB = 0; static constexpr uint16_t bidB = 0; CUTE_STATIC_ASSERT(VS == 64, "Scaling factor vector size has to be 64 for MXF8F6F4 MMA."); asm volatile( "mma.sync.aligned.kind::mxf8f6f4.sp::ordered_metadata.block_scale.scale_vec::1X.m16n8k64.row.col.f32.e2m3.e4m3.f32.ue8m0 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "{%16}, 0x0," "{%17}," "{%18, %19}," "{%20}," "{%21, %22};\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e), "r"((uint32_t)sfa), "h"(bidA), "h"(tidA), "r"((uint32_t)sfb), "h"(bidB), "h"(tidB)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN_VS without CUTE_ARCH_MXF8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA SPARSE BLOCKSCALED 16x8x64 TN with FP32 ACC and inputs E2M3 x E5M2, SF UE8M0 template struct SM120_SPARSE_16x8x64_TN_VS { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; using SFARegisters = uint8_t[1]; using SFBRegisters = uint8_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e, uint8_t const& sfa, uint8_t const& sfb) { #if defined(CUTE_ARCH_MXF8F6F4_MMA_ENABLED) static constexpr uint16_t tidA = 0; static constexpr uint16_t bidA = 0; static constexpr uint16_t tidB = 0; static constexpr uint16_t bidB = 0; CUTE_STATIC_ASSERT(VS == 64, "Scaling factor vector size has to be 64 for MXF8F6F4 MMA."); asm volatile( "mma.sync.aligned.kind::mxf8f6f4.sp::ordered_metadata.block_scale.scale_vec::1X.m16n8k64.row.col.f32.e2m3.e5m2.f32.ue8m0 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "{%16}, 0x0," "{%17}," "{%18, %19}," "{%20}," "{%21, %22};\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e), "r"((uint32_t)sfa), "h"(bidA), "h"(tidA), "r"((uint32_t)sfb), "h"(bidB), "h"(tidB)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN_VS without CUTE_ARCH_MXF8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA SPARSE BLOCKSCALED 16x8x64 TN with FP32 ACC and inputs E4M3 x E2M1, SF UE8M0 template struct SM120_SPARSE_16x8x64_TN_VS { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; using SFARegisters = uint8_t[1]; using SFBRegisters = uint8_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e, uint8_t const& sfa, uint8_t const& sfb) { #if defined(CUTE_ARCH_MXF8F6F4_MMA_ENABLED) static constexpr uint16_t tidA = 0; static constexpr uint16_t bidA = 0; static constexpr uint16_t tidB = 0; static constexpr uint16_t bidB = 0; CUTE_STATIC_ASSERT(VS == 64, "Scaling factor vector size has to be 64 for MXF8F6F4 MMA."); asm volatile( "mma.sync.aligned.kind::mxf8f6f4.sp::ordered_metadata.block_scale.scale_vec::1X.m16n8k64.row.col.f32.e4m3.e2m1.f32.ue8m0 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "{%16}, 0x0," "{%17}," "{%18, %19}," "{%20}," "{%21, %22};\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e), "r"((uint32_t)sfa), "h"(bidA), "h"(tidA), "r"((uint32_t)sfb), "h"(bidB), "h"(tidB)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN_VS without CUTE_ARCH_MXF8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA SPARSE BLOCKSCALED 16x8x64 TN with FP32 ACC and inputs E4M3 x E3M2, SF UE8M0 template struct SM120_SPARSE_16x8x64_TN_VS { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; using SFARegisters = uint8_t[1]; using SFBRegisters = uint8_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e, uint8_t const& sfa, uint8_t const& sfb) { #if defined(CUTE_ARCH_MXF8F6F4_MMA_ENABLED) static constexpr uint16_t tidA = 0; static constexpr uint16_t bidA = 0; static constexpr uint16_t tidB = 0; static constexpr uint16_t bidB = 0; CUTE_STATIC_ASSERT(VS == 64, "Scaling factor vector size has to be 64 for MXF8F6F4 MMA."); asm volatile( "mma.sync.aligned.kind::mxf8f6f4.sp::ordered_metadata.block_scale.scale_vec::1X.m16n8k64.row.col.f32.e4m3.e3m2.f32.ue8m0 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "{%16}, 0x0," "{%17}," "{%18, %19}," "{%20}," "{%21, %22};\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e), "r"((uint32_t)sfa), "h"(bidA), "h"(tidA), "r"((uint32_t)sfb), "h"(bidB), "h"(tidB)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN_VS without CUTE_ARCH_MXF8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA SPARSE BLOCKSCALED 16x8x64 TN with FP32 ACC and inputs E4M3 x E2M3, SF UE8M0 template struct SM120_SPARSE_16x8x64_TN_VS { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; using SFARegisters = uint8_t[1]; using SFBRegisters = uint8_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e, uint8_t const& sfa, uint8_t const& sfb) { #if defined(CUTE_ARCH_MXF8F6F4_MMA_ENABLED) static constexpr uint16_t tidA = 0; static constexpr uint16_t bidA = 0; static constexpr uint16_t tidB = 0; static constexpr uint16_t bidB = 0; CUTE_STATIC_ASSERT(VS == 64, "Scaling factor vector size has to be 64 for MXF8F6F4 MMA."); asm volatile( "mma.sync.aligned.kind::mxf8f6f4.sp::ordered_metadata.block_scale.scale_vec::1X.m16n8k64.row.col.f32.e4m3.e2m3.f32.ue8m0 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "{%16}, 0x0," "{%17}," "{%18, %19}," "{%20}," "{%21, %22};\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e), "r"((uint32_t)sfa), "h"(bidA), "h"(tidA), "r"((uint32_t)sfb), "h"(bidB), "h"(tidB)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN_VS without CUTE_ARCH_MXF8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA SPARSE BLOCKSCALED 16x8x64 TN with FP32 ACC and inputs E4M3 x E4M3, SF UE8M0 template struct SM120_SPARSE_16x8x64_TN_VS { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; using SFARegisters = uint8_t[1]; using SFBRegisters = uint8_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e, uint8_t const& sfa, uint8_t const& sfb) { #if defined(CUTE_ARCH_MXF8F6F4_MMA_ENABLED) static constexpr uint16_t tidA = 0; static constexpr uint16_t bidA = 0; static constexpr uint16_t tidB = 0; static constexpr uint16_t bidB = 0; CUTE_STATIC_ASSERT(VS == 64, "Scaling factor vector size has to be 64 for MXF8F6F4 MMA."); asm volatile( "mma.sync.aligned.kind::mxf8f6f4.sp::ordered_metadata.block_scale.scale_vec::1X.m16n8k64.row.col.f32.e4m3.e4m3.f32.ue8m0 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "{%16}, 0x0," "{%17}," "{%18, %19}," "{%20}," "{%21, %22};\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e), "r"((uint32_t)sfa), "h"(bidA), "h"(tidA), "r"((uint32_t)sfb), "h"(bidB), "h"(tidB)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN_VS without CUTE_ARCH_MXF8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA SPARSE BLOCKSCALED 16x8x64 TN with FP32 ACC and inputs E4M3 x E5M2, SF UE8M0 template struct SM120_SPARSE_16x8x64_TN_VS { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; using SFARegisters = uint8_t[1]; using SFBRegisters = uint8_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e, uint8_t const& sfa, uint8_t const& sfb) { #if defined(CUTE_ARCH_MXF8F6F4_MMA_ENABLED) static constexpr uint16_t tidA = 0; static constexpr uint16_t bidA = 0; static constexpr uint16_t tidB = 0; static constexpr uint16_t bidB = 0; CUTE_STATIC_ASSERT(VS == 64, "Scaling factor vector size has to be 64 for MXF8F6F4 MMA."); asm volatile( "mma.sync.aligned.kind::mxf8f6f4.sp::ordered_metadata.block_scale.scale_vec::1X.m16n8k64.row.col.f32.e4m3.e5m2.f32.ue8m0 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "{%16}, 0x0," "{%17}," "{%18, %19}," "{%20}," "{%21, %22};\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e), "r"((uint32_t)sfa), "h"(bidA), "h"(tidA), "r"((uint32_t)sfb), "h"(bidB), "h"(tidB)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN_VS without CUTE_ARCH_MXF8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA SPARSE BLOCKSCALED 16x8x64 TN with FP32 ACC and inputs E5M2 x E2M1, SF UE8M0 template struct SM120_SPARSE_16x8x64_TN_VS { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; using SFARegisters = uint8_t[1]; using SFBRegisters = uint8_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e, uint8_t const& sfa, uint8_t const& sfb) { #if defined(CUTE_ARCH_MXF8F6F4_MMA_ENABLED) static constexpr uint16_t tidA = 0; static constexpr uint16_t bidA = 0; static constexpr uint16_t tidB = 0; static constexpr uint16_t bidB = 0; CUTE_STATIC_ASSERT(VS == 64, "Scaling factor vector size has to be 64 for MXF8F6F4 MMA."); asm volatile( "mma.sync.aligned.kind::mxf8f6f4.sp::ordered_metadata.block_scale.scale_vec::1X.m16n8k64.row.col.f32.e5m2.e2m1.f32.ue8m0 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "{%16}, 0x0," "{%17}," "{%18, %19}," "{%20}," "{%21, %22};\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e), "r"((uint32_t)sfa), "h"(bidA), "h"(tidA), "r"((uint32_t)sfb), "h"(bidB), "h"(tidB)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN_VS without CUTE_ARCH_MXF8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA SPARSE BLOCKSCALED 16x8x64 TN with FP32 ACC and inputs E5M2 x E3M2, SF UE8M0 template struct SM120_SPARSE_16x8x64_TN_VS { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; using SFARegisters = uint8_t[1]; using SFBRegisters = uint8_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e, uint8_t const& sfa, uint8_t const& sfb) { #if defined(CUTE_ARCH_MXF8F6F4_MMA_ENABLED) static constexpr uint16_t tidA = 0; static constexpr uint16_t bidA = 0; static constexpr uint16_t tidB = 0; static constexpr uint16_t bidB = 0; CUTE_STATIC_ASSERT(VS == 64, "Scaling factor vector size has to be 64 for MXF8F6F4 MMA."); asm volatile( "mma.sync.aligned.kind::mxf8f6f4.sp::ordered_metadata.block_scale.scale_vec::1X.m16n8k64.row.col.f32.e5m2.e3m2.f32.ue8m0 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "{%16}, 0x0," "{%17}," "{%18, %19}," "{%20}," "{%21, %22};\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e), "r"((uint32_t)sfa), "h"(bidA), "h"(tidA), "r"((uint32_t)sfb), "h"(bidB), "h"(tidB)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN_VS without CUTE_ARCH_MXF8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA SPARSE BLOCKSCALED 16x8x64 TN with FP32 ACC and inputs E5M2 x E2M3, SF UE8M0 template struct SM120_SPARSE_16x8x64_TN_VS { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; using SFARegisters = uint8_t[1]; using SFBRegisters = uint8_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e, uint8_t const& sfa, uint8_t const& sfb) { #if defined(CUTE_ARCH_MXF8F6F4_MMA_ENABLED) static constexpr uint16_t tidA = 0; static constexpr uint16_t bidA = 0; static constexpr uint16_t tidB = 0; static constexpr uint16_t bidB = 0; CUTE_STATIC_ASSERT(VS == 64, "Scaling factor vector size has to be 64 for MXF8F6F4 MMA."); asm volatile( "mma.sync.aligned.kind::mxf8f6f4.sp::ordered_metadata.block_scale.scale_vec::1X.m16n8k64.row.col.f32.e5m2.e2m3.f32.ue8m0 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "{%16}, 0x0," "{%17}," "{%18, %19}," "{%20}," "{%21, %22};\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e), "r"((uint32_t)sfa), "h"(bidA), "h"(tidA), "r"((uint32_t)sfb), "h"(bidB), "h"(tidB)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN_VS without CUTE_ARCH_MXF8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA SPARSE BLOCKSCALED 16x8x64 TN with FP32 ACC and inputs E5M2 x E4M3, SF UE8M0 template struct SM120_SPARSE_16x8x64_TN_VS { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; using SFARegisters = uint8_t[1]; using SFBRegisters = uint8_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e, uint8_t const& sfa, uint8_t const& sfb) { #if defined(CUTE_ARCH_MXF8F6F4_MMA_ENABLED) static constexpr uint16_t tidA = 0; static constexpr uint16_t bidA = 0; static constexpr uint16_t tidB = 0; static constexpr uint16_t bidB = 0; CUTE_STATIC_ASSERT(VS == 64, "Scaling factor vector size has to be 64 for MXF8F6F4 MMA."); asm volatile( "mma.sync.aligned.kind::mxf8f6f4.sp::ordered_metadata.block_scale.scale_vec::1X.m16n8k64.row.col.f32.e5m2.e4m3.f32.ue8m0 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "{%16}, 0x0," "{%17}," "{%18, %19}," "{%20}," "{%21, %22};\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e), "r"((uint32_t)sfa), "h"(bidA), "h"(tidA), "r"((uint32_t)sfb), "h"(bidB), "h"(tidB)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN_VS without CUTE_ARCH_MXF8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA SPARSE BLOCKSCALED 16x8x64 TN with FP32 ACC and inputs E5M2 x E5M2, SF UE8M0 template struct SM120_SPARSE_16x8x64_TN_VS { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; using SFARegisters = uint8_t[1]; using SFBRegisters = uint8_t[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e, uint8_t const& sfa, uint8_t const& sfb) { #if defined(CUTE_ARCH_MXF8F6F4_MMA_ENABLED) static constexpr uint16_t tidA = 0; static constexpr uint16_t bidA = 0; static constexpr uint16_t tidB = 0; static constexpr uint16_t bidB = 0; CUTE_STATIC_ASSERT(VS == 64, "Scaling factor vector size has to be 64 for MXF8F6F4 MMA."); asm volatile( "mma.sync.aligned.kind::mxf8f6f4.sp::ordered_metadata.block_scale.scale_vec::1X.m16n8k64.row.col.f32.e5m2.e5m2.f32.ue8m0 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "{%16}, 0x0," "{%17}," "{%18, %19}," "{%20}," "{%21, %22};\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e), "r"((uint32_t)sfa), "h"(bidA), "h"(tidA), "r"((uint32_t)sfb), "h"(bidB), "h"(tidB)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120_SPARSE_16x8x64_TN_VS without CUTE_ARCH_MXF8F6F4_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA SPARSE BLOCKSCALED 16x8x128 TN E2M1 x E2M1 with SF UE8M0 template struct SM120_SPARSE_16x8x128_TN_VS { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; static constexpr int SFBits = (VS == 64) ? 16 : 32; using RegTypeSF = uint_bit_t; using SFARegisters = RegTypeSF[1]; using SFBRegisters = RegTypeSF[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e, RegTypeSF const& sfa, RegTypeSF const& sfb) { static constexpr uint16_t tidA = 0; static constexpr uint16_t bidA = 0; static constexpr uint16_t tidB = 0; static constexpr uint16_t bidB = 0; CUTE_STATIC_ASSERT(VS == 64 || VS == 32, "Scaling factor vector size has to be 64 or 32 for MXF4NVF4."); #if defined(CUTE_ARCH_MXF4NVF4_2X_UE8M0_MMA_ENABLED) asm volatile( "mma.sync.aligned.kind::mxf4nvf4.sp::ordered_metadata.block_scale.scale_vec::2X.m16n8k128.row.col.f32.e2m1.e2m1.f32.ue8m0 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "{%16}, 0x0," "{%17}, {%18, %19}," "{%20}, {%21, %22};\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e), "r"(uint32_t(sfa)), "h"(bidA), "h"(tidA), "r"(uint32_t(sfb)), "h"(bidB), "h"(tidB)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120::SPARSE::SM120_SPARSE_16x8x128_TN_VS without CUTE_ARCH_MXF4NVF4_2X_UE8M0_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// // MMA SPARSE BLOCKSCALED 16x8x128 TN E2M1 x E2M1 with SF E4M3 template struct SM120_SPARSE_16x8x128_TN_VS { using DRegisters = float[4]; using ARegisters = uint32_t[4]; using BRegisters = uint32_t[4]; using CRegisters = float[4]; using ERegisters = uint32_t[1]; static constexpr int SFBits = (VS == 64) ? 16 : 32; using RegTypeSF = uint_bit_t; using SFARegisters = RegTypeSF[1]; using SFBRegisters = RegTypeSF[1]; 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, uint32_t const& b2, uint32_t const& b3, float const& c0, float const& c1, float const& c2, float const& c3, uint32_t const& e, RegTypeSF const& sfa, RegTypeSF const& sfb) { #if defined(CUTE_ARCH_MXF4NVF4_4X_UE4M3_MMA_ENABLED) static constexpr uint16_t tidA = 0; static constexpr uint16_t bidA = 0; static constexpr uint16_t tidB = 0; static constexpr uint16_t bidB = 0; CUTE_STATIC_ASSERT(VS == 32, "Scaling factor vector size has to be 32 for NVF4 with e2m1 and scale factor e4m3."); asm volatile( "mma.sync.aligned.kind::mxf4nvf4.sp::ordered_metadata.block_scale.scale_vec::4X.m16n8k128.row.col.f32.e2m1.e2m1.f32.ue4m3 " "{%0, %1, %2, %3}," "{%4, %5, %6, %7}," "{%8, %9, %10, %11}," "{%12, %13, %14, %15}," "{%16}, 0x0," "{%17}, {%18, %19}," "{%20}, {%21, %22};\n" : "=f"(d0), "=f"(d1), "=f"(d2), "=f"(d3) : "r"(a0), "r"(a1), "r"(a2), "r"(a3), "r"(b0), "r"(b1), "r"(b2), "r"(b3), "f"(c0), "f"(c1), "f"(c2), "f"(c3), "r"(e), "r"(uint32_t(sfa)), "h"(bidA), "h"(tidA), "r"(uint32_t(sfb)), "h"(bidB), "h"(tidB)); #else CUTE_INVALID_CONTROL_PATH("Attempting to use SM120::SPARSE::SM120_SPARSE_16x8x128_TN_VS without CUTE_ARCH_MXF4NVF4_4X_UE4M3_MMA_ENABLED"); #endif } }; //////////////////////////////////////////////////////////////////////////////////////////////////// } // end namespace SM120::BLOCKSCALED::SPARSE //////////////////////////////////////////////////////////////////////////////////////////////////// //////////////////////////////////////////////////////////////////////////////////////////////////// template < class ElementA, class ElementB, class ElementC > CUTE_HOST_DEVICE constexpr auto rr_sparse_op_selector_sm120() { // Get MMA SPARSE OP return SM120::SPARSE::SM120_SPARSE_16x8x64_TN{}; } template < class ElementA, class ElementB, class ElementC, class ElementSF, int SFVecSize, bool UseF8F6F4 > CUTE_HOST_DEVICE constexpr auto rr_blockscaled_sparse_op_selector_sm120() { if constexpr (UseF8F6F4) { return SM120::BLOCKSCALED::SPARSE::SM120_SPARSE_16x8x64_TN_VS{}; } else { return SM120::BLOCKSCALED::SPARSE::SM120_SPARSE_16x8x128_TN_VS{}; } } } // namespace cute