data: Cu10 CUTLASS headers from corex-samples
This commit is contained in:
root
292
cat_files/default_gemm_configuration.h
Normal file
292
cat_files/default_gemm_configuration.h
Normal file
@@ -0,0 +1,292 @@
|
||||
/***************************************************************************************************
|
||||
* Copyright (c) 2017-2021, NVIDIA CORPORATION. All rights reserved.
|
||||
*
|
||||
* Redistribution and use in source and binary forms, with or without modification, are permitted
|
||||
* provided that the following conditions are met:
|
||||
* * Redistributions of source code must retain the above copyright notice, this list of
|
||||
* conditions and the following disclaimer.
|
||||
* * 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.
|
||||
* * Neither the name of the NVIDIA CORPORATION 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 NVIDIA CORPORATION 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 TOR (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
|
||||
* OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
|
||||
*
|
||||
**************************************************************************************************/
|
||||
|
||||
/***************************************************************************************************
|
||||
* Copyright (c) 2021 Iluvatar CoreX. All rights reserved.
|
||||
* Copyright Declaration: This software, including all of its code and documentation,
|
||||
* except for the third-party software it contains, is a copyrighted work of Shanghai Iluvatar CoreX
|
||||
* Semiconductor Co., Ltd. and its affiliates ("Iluvatar CoreX") in accordance with the PRC Copyright
|
||||
* Law and relevant international treaties, and all rights contained therein are enjoyed by Iluvatar
|
||||
* CoreX. No user of this software shall have any right, ownership or interest in this software and
|
||||
* any use of this software shall be in compliance with the terms and conditions of the End User
|
||||
* License Agreement.
|
||||
**************************************************************************************************/
|
||||
|
||||
/*! \file
|
||||
\brief Definitions for GEMM structures
|
||||
*/
|
||||
|
||||
#pragma once
|
||||
|
||||
#include "cutlass/cutlass.h"
|
||||
#include "cutlass/numeric_types.h"
|
||||
#include "cutlass/arch/arch.h"
|
||||
#include "cutlass/arch/mma.h"
|
||||
|
||||
#include "cutlass/gemm/gemm.h"
|
||||
#include "cutlass/epilogue/thread/linear_combination.h"
|
||||
#include "cutlass/epilogue/thread/linear_combination_clamp.h"
|
||||
|
||||
////////////////////////////////////////////////////////////////////////////////
|
||||
|
||||
namespace cutlass {
|
||||
namespace gemm {
|
||||
namespace device {
|
||||
|
||||
////////////////////////////////////////////////////////////////////////////////
|
||||
|
||||
template <
|
||||
typename OperatorClass,
|
||||
typename ArchTag,
|
||||
typename ElementA,
|
||||
typename ElementB,
|
||||
typename ElementC,
|
||||
typename ElementAccumulator
|
||||
>
|
||||
struct DefaultGemmConfiguration;
|
||||
|
||||
////////////////////////////////////////////////////////////////////////////////
|
||||
|
||||
/// FIXME(Peter Han): Need to update configuration according to perf results, so
|
||||
/// that could archieve good performance by default.
|
||||
|
||||
template <
|
||||
typename ArchTag,
|
||||
typename ElementA,
|
||||
typename ElementB,
|
||||
typename ElementC,
|
||||
typename ElementAccumulator>
|
||||
struct DefaultGemmConfiguration<
|
||||
arch::OpClassSimt,
|
||||
ArchTag,
|
||||
ElementA,
|
||||
ElementB,
|
||||
ElementC,
|
||||
ElementAccumulator> {
|
||||
|
||||
static int const kAlignmentA = 1;
|
||||
static int const kAlignmentB = 1;
|
||||
using ThreadblockShape = GemmShape<128, 128, 8>;
|
||||
using WarpShape = GemmShape<64, 64, 8>;
|
||||
using InstructionShape = GemmShape<1, 1, 1>;
|
||||
static int const kStages = 2;
|
||||
|
||||
using EpilogueOutputOp = epilogue::thread::LinearCombination<
|
||||
ElementC,
|
||||
1,
|
||||
ElementAccumulator,
|
||||
ElementAccumulator
|
||||
>;
|
||||
|
||||
using Operator = arch::OpMultiplyAdd;
|
||||
};
|
||||
|
||||
////////////////////////////////////////////////////////////////////////////////
|
||||
|
||||
template <
|
||||
typename ArchTag,
|
||||
typename ElementC>
|
||||
struct DefaultGemmConfiguration<arch::OpClassSimt, ArchTag, int8_t, int8_t, ElementC, int32_t> {
|
||||
|
||||
static int const kAlignmentA = 4;
|
||||
static int const kAlignmentB = 4;
|
||||
using ThreadblockShape = GemmShape<128, 128, 32>;
|
||||
using WarpShape = GemmShape<64, 64, 32>;
|
||||
using InstructionShape = GemmShape<1, 1, 4>;
|
||||
static int const kStages = 2;
|
||||
|
||||
using EpilogueOutputOp = epilogue::thread::LinearCombinationClamp<
|
||||
ElementC,
|
||||
1,
|
||||
int32_t,
|
||||
float
|
||||
>;
|
||||
|
||||
using Operator = arch::OpMultiplyAdd;
|
||||
};
|
||||
|
||||
////////////////////////////////////////////////////////////////////////////////
|
||||
|
||||
template <
|
||||
typename ElementC>
|
||||
struct DefaultGemmConfiguration<
|
||||
arch::OpClassTensorOp,
|
||||
arch::Cu10,
|
||||
int8_t,
|
||||
int8_t,
|
||||
ElementC,
|
||||
int32_t> {
|
||||
|
||||
using ElementA = int8_t;
|
||||
using ElementB = int8_t;
|
||||
using ElementAccumulator = int32_t;
|
||||
static int const kAlignmentA = MEMORY_ACCESS_SIZE / sizeof_bits<ElementA>::value;
|
||||
static int const kAlignmentB = MEMORY_ACCESS_SIZE / sizeof_bits<ElementB>::value;
|
||||
|
||||
using ThreadblockShape = GemmShape<256, 256, 32>;
|
||||
using WarpShape = GemmShape<64, 64, 32>;
|
||||
using InstructionShape = GemmShape<16, 16, 16>;
|
||||
static int const kStages = 2;
|
||||
|
||||
using EpilogueOutputOp = epilogue::thread::LinearCombination<
|
||||
ElementC,
|
||||
MEMORY_ACCESS_SIZE / sizeof_bits<ElementC>::value,
|
||||
ElementAccumulator,
|
||||
ElementAccumulator
|
||||
>;
|
||||
|
||||
using Operator = arch::OpMultiplyAdd;
|
||||
};
|
||||
|
||||
template <
|
||||
typename ElementC>
|
||||
struct DefaultGemmConfiguration<
|
||||
arch::OpClassTensorOp,
|
||||
arch::Cu10,
|
||||
uint8_t,
|
||||
uint8_t,
|
||||
ElementC,
|
||||
uint32_t> {
|
||||
|
||||
using ElementA = uint8_t;
|
||||
using ElementB = uint8_t;
|
||||
using ElementAccumulator = uint32_t;
|
||||
static int const kAlignmentA = MEMORY_ACCESS_SIZE / sizeof_bits<ElementA>::value;
|
||||
static int const kAlignmentB = MEMORY_ACCESS_SIZE / sizeof_bits<ElementB>::value;
|
||||
|
||||
using ThreadblockShape = GemmShape<256, 256, 32>;
|
||||
using WarpShape = GemmShape<64, 64, 32>;
|
||||
using InstructionShape = GemmShape<16, 16, 16>;
|
||||
static int const kStages = 2;
|
||||
|
||||
using EpilogueOutputOp = epilogue::thread::LinearCombination<
|
||||
ElementC,
|
||||
MEMORY_ACCESS_SIZE / sizeof_bits<ElementC>::value,
|
||||
ElementAccumulator,
|
||||
ElementAccumulator
|
||||
>;
|
||||
|
||||
using Operator = arch::OpMultiplyAdd;
|
||||
};
|
||||
|
||||
template <
|
||||
typename ElementC>
|
||||
struct DefaultGemmConfiguration<
|
||||
arch::OpClassTensorOp,
|
||||
arch::Cu10,
|
||||
half_t,
|
||||
half_t,
|
||||
ElementC,
|
||||
float> {
|
||||
|
||||
using ElementA = half_t;
|
||||
using ElementB = half_t;
|
||||
using ElementAccumulator = float;
|
||||
static int const kAlignmentA = MEMORY_ACCESS_SIZE / sizeof_bits<ElementA>::value;
|
||||
static int const kAlignmentB = MEMORY_ACCESS_SIZE / sizeof_bits<ElementB>::value;
|
||||
|
||||
using ThreadblockShape = GemmShape<128, 128, 32>;
|
||||
using WarpShape = GemmShape<32, 32, 32>;
|
||||
using InstructionShape = GemmShape<16, 16, 16>;
|
||||
static int const kStages = 2;
|
||||
|
||||
using EpilogueOutputOp = epilogue::thread::LinearCombination<
|
||||
ElementC,
|
||||
MEMORY_ACCESS_SIZE / sizeof_bits<ElementC>::value,
|
||||
ElementAccumulator,
|
||||
ElementAccumulator
|
||||
>;
|
||||
|
||||
using Operator = arch::OpMultiplyAdd;
|
||||
};
|
||||
|
||||
template <
|
||||
typename ElementC>
|
||||
struct DefaultGemmConfiguration<
|
||||
arch::OpClassTensorOp,
|
||||
arch::Cu10,
|
||||
bfloat16_t,
|
||||
bfloat16_t,
|
||||
ElementC,
|
||||
float> {
|
||||
|
||||
using ElementA = bfloat16_t;
|
||||
using ElementB = bfloat16_t;
|
||||
using ElementAccumulator = float;
|
||||
static int const kAlignmentA = 32 / sizeof_bits<ElementA>::value;
|
||||
static int const kAlignmentB = 32 / sizeof_bits<ElementB>::value;
|
||||
|
||||
using ThreadblockShape = GemmShape<128, 128, 32>;
|
||||
using WarpShape = GemmShape<32, 32, 32>;
|
||||
using InstructionShape = GemmShape<16, 16, 16>;
|
||||
static int const kStages = 2;
|
||||
|
||||
using EpilogueOutputOp = epilogue::thread::LinearCombination<
|
||||
ElementC,
|
||||
MEMORY_ACCESS_SIZE / sizeof_bits<ElementC>::value,
|
||||
ElementAccumulator,
|
||||
ElementAccumulator
|
||||
>;
|
||||
|
||||
using Operator = arch::OpMultiplyAdd;
|
||||
};
|
||||
|
||||
template <
|
||||
typename ElementC>
|
||||
struct DefaultGemmConfiguration<
|
||||
arch::OpClassTensorOp,
|
||||
arch::Cu10,
|
||||
float,
|
||||
float,
|
||||
ElementC,
|
||||
float> {
|
||||
|
||||
using ElementA = float;
|
||||
using ElementB = float;
|
||||
using ElementAccumulator = float;
|
||||
static int const kAlignmentA = 32 / sizeof_bits<ElementA>::value;
|
||||
static int const kAlignmentB = 32 / sizeof_bits<ElementB>::value;
|
||||
|
||||
using ThreadblockShape = GemmShape<128, 128, 32>;
|
||||
using WarpShape = GemmShape<32, 32, 32>;
|
||||
using InstructionShape = GemmShape<16, 16, 16>;
|
||||
static int const kStages = 2;
|
||||
|
||||
using EpilogueOutputOp = epilogue::thread::LinearCombination<
|
||||
ElementC,
|
||||
MEMORY_ACCESS_SIZE / sizeof_bits<ElementC>::value,
|
||||
ElementAccumulator,
|
||||
ElementAccumulator
|
||||
>;
|
||||
|
||||
using Operator = arch::OpMultiplyAdd;
|
||||
};
|
||||
|
||||
////////////////////////////////////////////////////////////////////////////////
|
||||
} // namespace device
|
||||
} // namespace gemm
|
||||
} // namespace cutlass
|
||||
|
||||
////////////////////////////////////////////////////////////////////////////////
|
||||
Reference in New Issue
Block a user