/*************************************************************************************************** * Copyright (c) 2017 - 2022 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. * **************************************************************************************************/ /*! \file \brief Basic include for CUTLASS. */ #pragma once //////////////////////////////////////////////////////////////////////////////////////////////////// #ifdef CUTLASS_NAMESPACE #define cutlass CUTLASS_NAMESPACE #endif //////////////////////////////////////////////////////////////////////////////////////////////////// #define CUTLASS_UNUSED(expr) do { ; } while (&expr != &expr) #if !defined(__CUDACC_RTC__) #include #if defined(_MSC_VER) #define CUTLASS_NOT_IMPLEMENTED() assert(0 && __FUNCSIG__) #else #define CUTLASS_NOT_IMPLEMENTED() assert(0 && __PRETTY_FUNCTION__) #endif #else #if defined(_MSC_VER) #define CUTLASS_NOT_IMPLEMENTED() assert(0 && __FUNCSIG__) #else #define CUTLASS_NOT_IMPLEMENTED() assert(0 && __PRETTY_FUNCTION__) #endif #endif //////////////////////////////////////////////////////////////////////////////////////////////////// namespace cutlass { //////////////////////////////////////////////////////////////////////////////////////////////////// #if defined(__NVCC__) || (defined(__clang__) && defined(__CUDA__)) #define CUTLASS_HOST_DEVICE __forceinline__ __device__ __host__ #define CUTLASS_DEVICE __forceinline__ __device__ #elif defined(__CUDACC_RTC__) #define CUTLASS_HOST_DEVICE __forceinline__ __device__ #define CUTLASS_DEVICE __forceinline__ __device__ #else #define CUTLASS_HOST_DEVICE inline #define CUTLASS_DEVICE inline #endif /// Status code returned by CUTLASS operations enum class Status { kSuccess, ///< Operation was successful. kErrorMisalignedOperand, ///< operands fail alignment requirements. kErrorInvalidDataType, ///< DataType fails requirement. kErrorInvalidLayout, ///< Layout fails alignment requirement. kErrorInvalidProblem, ///< Specified problem size is not supported by operator. kErrorNotSupported, ///< Operation is not supported on current device. kErrorWorkspaceNull, ///< The given workspace is null when it is required to be non-null. kErrorInternal, ///< An error within CUTLASS occurred. kErrorArchMismatch, ///< CUTLASS runs on a device that it was not compiled for. kErrorInsufficientDriver, ///< CUTLASS runs with a driver that is too old. kErrorMemoryAllocation, ///< Kernel launch failed due to insufficient device memory. kInvalid ///< Status is unspecified. }; /// Convert cutlass status to status strings CUTLASS_HOST_DEVICE static char const* cutlassGetStatusString(cutlass::Status status) { switch (status) { case cutlass::Status::kSuccess: return "Success"; case cutlass::Status::kErrorMisalignedOperand: return "Error Misaligned Operand"; case cutlass::Status::kErrorInvalidDataType: return "Error Invalid Data Type"; case cutlass::Status::kErrorInvalidLayout: return "Error Invalid Layout"; case cutlass::Status::kErrorInvalidProblem: return "Error Invalid Problem"; case cutlass::Status::kErrorNotSupported: return "Error Not Supported"; case cutlass::Status::kErrorWorkspaceNull: return "Error Workspace Null"; case cutlass::Status::kErrorInternal: return "Error Internal"; case cutlass::Status::kErrorInsufficientDriver: return "Error Insufficient Driver"; case cutlass::Status::kErrorArchMismatch: return "Error Architecture Mismatch"; case cutlass::Status::kErrorMemoryAllocation: return "Error Memory Allocation failed"; case cutlass::Status::kInvalid: break; } return "Invalid status"; } //////////////////////////////////////////////////////////////////////////////////////////////////// #ifndef CUTLASS_CONV_UNIT_TEST_RIGOROUS_SIZE_ENABLED #define CUTLASS_CONV_UNIT_TEST_RIGOROUS_SIZE_ENABLED 0 #endif // CUDA 10.1 introduces the mma instruction #if !defined(CUTLASS_ENABLE_TENSOR_CORE_MMA) #define CUTLASS_ENABLE_TENSOR_CORE_MMA 0 #endif //////////////////////////////////////////////////////////////////////////////////////////////////// #define CUTLASS_ASSERT(x) assert(x) //////////////////////////////////////////////////////////////////////////////////////////////////// // CUTLASS_PRAGMA_(UNROLL|NO_UNROLL) optimization directives for the CUDA compiler. #if defined(__CUDA_ARCH__) #if defined(__CUDACC_RTC__) || (defined(__clang__) && defined(__CUDA__)) #define CUTLASS_PRAGMA_UNROLL _Pragma("unroll") #define CUTLASS_PRAGMA_NO_UNROLL _Pragma("unroll 1") #else #define CUTLASS_PRAGMA_UNROLL #pragma unroll #define CUTLASS_PRAGMA_NO_UNROLL #pragma unroll 1 #endif #define CUTLASS_GEMM_LOOP CUTLASS_PRAGMA_NO_UNROLL #else #define CUTLASS_PRAGMA_UNROLL #define CUTLASS_PRAGMA_NO_UNROLL #define CUTLASS_GEMM_LOOP #endif //////////////////////////////////////////////////////////////////////////////////////////////////// static const int NUM_THREADS_PER_WARP = 32; static const int NUM_THREADS_PER_HALF_WARP = NUM_THREADS_PER_WARP / 2; static const int NUM_THREADS_PER_QUAD = 4; static const int NUM_THREADS_PER_QUAD_PAIR = NUM_THREADS_PER_QUAD * 2; //////////////////////////////////////////////////////////////////////////////////////////////////// /// Helper function to return true when called by thread 0 of threadblock 0. CUTLASS_HOST_DEVICE bool thread0() { #if defined(__CUDA_ARCH__) return (!threadIdx.x && !threadIdx.y && !threadIdx.z) && (!blockIdx.x && !blockIdx.y && !blockIdx.z); #else return false; #endif } //////////////////////////////////////////////////////////////////////////////////////////////////// } // namespace cutlass ////////////////////////////////////////////////////////////////////////////////////////////////////