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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 Default kernel-level TRMM definitions combine threadblock-scoped matrix multiply-add with the appropriate threadblock-scoped epilogue. Note, CUTLASS epilogues universally target row-major outputs. Column-major outputs are accommodated by exchanging A and B operands and assuming transposed layouts. */ #pragma once #include "cutlass/blas3.h" #include "cutlass/complex.h" #include "cutlass/layout/matrix.h" #include "cutlass/gemm/kernel/trmm_universal.h" #include "cutlass/gemm/kernel/default_trmm.h" #include "cutlass/gemm/kernel/default_trmm_complex.h" ///////////////////////////////////////////////////////////////////////////////////////////////// namespace cutlass { namespace gemm { namespace kernel { ///////////////////////////////////////////////////////////////////////////////////////////////// template < /// Element type for A matrix operand typename ElementA_, /// Layout type for A matrix operand typename LayoutA_, /// Complex elementwise transformation on A operand ComplexTransform TransformA, /// Access granularity of A matrix in units of elements int kAlignmentA, /// Element type for B matrix operand typename ElementB_, /// Layout type for B matrix operand typename LayoutB_, /// Complex elementwise transformation on B operand ComplexTransform TransformB, /// Access granularity of B matrix in units of elements int kAlignmentB, /// Side Mode for the kernel SideMode kSideMode, /// Fill Mode for the triangular matrix FillMode kFillMode, /// Diag Type for the triangular matrix DiagType kDiagType, /// Element type for C and D matrix operands typename ElementC_, /// Layout type for C and D matrix operands typename LayoutC_, /// Element type for internal accumulation typename ElementAccumulator, /// Operator class tag typename OperatorClass, /// Tag indicating architecture to tune for typename ArchTag, /// Threadblock-level tile size (concept: GemmShape) typename ThreadblockShape, /// Warp-level tile size (concept: GemmShape) typename WarpShape, /// Warp-level tile size (concept: GemmShape) typename InstructionShape, /// Epilogue output operator typename EpilogueOutputOp, /// Threadblock-level swizzling operator typename ThreadblockSwizzle, /// Number of stages used in the pipelined mainloop int Stages, /// If true, kernel is configured to support serial reduction in the /// epilogue bool SplitKSerial, /// Operation performed by TRMM typename Operator, /// typename Enable = void > struct DefaultTrmmUniversal; ///////////////////////////////////////////////////////////////////////////////////////////////// // // Real-valued TRMM kernels // template < /// Element type for A matrix operand typename ElementA, /// Layout type for A matrix operand typename LayoutA, /// Access granularity of A matrix in units of elements int kAlignmentA, /// Element type for B matrix operand typename ElementB, /// Layout type for B matrix operand typename LayoutB, /// Access granularity of B matrix in units of elements int kAlignmentB, /// Side Mode for the kernel SideMode kSideMode, /// Fill Mode for the triangular matrix FillMode kFillMode, /// Diag Type for the triangular matrix DiagType kDiagType, /// Element type for C and D matrix operands typename ElementC, /// Layout type for C and D matrix operands typename LayoutC, /// Element type for internal accumulation typename ElementAccumulator, /// Operator class tag typename OperatorClass, /// Tag indicating architecture to tune for typename ArchTag, /// Threadblock-level tile size (concept: GemmShape) typename ThreadblockShape, /// Warp-level tile size (concept: GemmShape) typename WarpShape, /// Warp-level tile size (concept: GemmShape) typename InstructionShape, /// Epilogue output operator typename EpilogueOutputOp, /// Threadblock-level swizzling operator typename ThreadblockSwizzle, /// Number of stages used in the pipelined mainloop int Stages, /// If true, kernel is configured to support serial reduction in the /// epilogue bool SplitKSerial, /// Operation performed by TRMM typename Operator> struct DefaultTrmmUniversal< ElementA, LayoutA, ComplexTransform::kNone, // transform A kAlignmentA, ElementB, LayoutB, ComplexTransform::kNone, // transform B kAlignmentB, kSideMode, kFillMode, kDiagType, ElementC, LayoutC, ElementAccumulator, OperatorClass, ArchTag, ThreadblockShape, WarpShape, InstructionShape, EpilogueOutputOp, ThreadblockSwizzle, Stages, SplitKSerial, Operator, typename platform::enable_if< ! cutlass::is_complex::value>::type > { using DefaultTrmmKernel = typename kernel::DefaultTrmm< ElementA, LayoutA, kAlignmentA, ElementB, LayoutB, kAlignmentB, kSideMode, kFillMode, kDiagType, ElementC, LayoutC, ElementAccumulator, OperatorClass, ArchTag, ThreadblockShape, WarpShape, InstructionShape, EpilogueOutputOp, ThreadblockSwizzle, Stages, SplitKSerial, Operator >::TrmmKernel; /// Define the kernel in terms of the default kernel using TrmmKernel = kernel::TrmmUniversal< typename DefaultTrmmKernel::Mma, typename DefaultTrmmKernel::Epilogue, ThreadblockSwizzle, kSideMode, kFillMode, kDiagType >; }; ///////////////////////////////////////////////////////////////////////////////////////////////// // // Complex-valued TRMM kernels // template < /// Element type for A matrix operand typename ElementA, /// Layout type for A matrix operand typename LayoutA, /// Complex elementwise transformation on A operand ComplexTransform TransformA, /// Access granularity of A matrix in units of elements int kAlignmentA, /// Element type for B matrix operand typename ElementB, /// Layout type for B matrix operand typename LayoutB, /// Complex elementwise transformation on B operand ComplexTransform TransformB, /// Access granularity of B matrix in units of elements int kAlignmentB, /// Side Mode for the kernel SideMode kSideMode, /// Fill Mode for the triangular matrix FillMode kFillMode, /// Diag Type for the triangular matrix DiagType kDiagType, /// Element type for C and D matrix operands typename ElementC, /// Layout type for C and D matrix operands typename LayoutC, /// Element type for internal accumulation typename ElementAccumulator, /// Operator class tag typename OperatorClass, /// Tag indicating architecture to tune for typename ArchTag, /// Threadblock-level tile size (concept: GemmShape) typename ThreadblockShape, /// Warp-level tile size (concept: GemmShape) typename WarpShape, /// Warp-level tile size (concept: GemmShape) typename InstructionShape, /// Epilogue output operator typename EpilogueOutputOp, /// Threadblock-level swizzling operator typename ThreadblockSwizzle, /// Number of stages used in the pipelined mainloop int Stages, /// If true, kernel is configured to support serial reduction in the /// epilogue bool SplitKSerial, /// Operation performed by TRMM typename Operator > struct DefaultTrmmUniversal< ElementA, LayoutA, TransformA, kAlignmentA, ElementB, LayoutB, TransformB, kAlignmentB, kSideMode, kFillMode, kDiagType, ElementC, LayoutC, ElementAccumulator, OperatorClass, ArchTag, ThreadblockShape, WarpShape, InstructionShape, EpilogueOutputOp, ThreadblockSwizzle, Stages, SplitKSerial, Operator, typename platform::enable_if::value>::type > { using DefaultTrmmKernel = typename kernel::DefaultTrmmComplex< ElementA, LayoutA, ElementB, LayoutB, kSideMode, kFillMode, kDiagType, ElementC, LayoutC, ElementAccumulator, OperatorClass, ArchTag, ThreadblockShape, WarpShape, InstructionShape, EpilogueOutputOp, ThreadblockSwizzle, Stages, TransformA, TransformB, Operator, SplitKSerial >::TrmmKernel; /// Define the kernel in terms of the default kernel using TrmmKernel = kernel::TrmmUniversal< typename DefaultTrmmKernel::Mma, typename DefaultTrmmKernel::Epilogue, ThreadblockSwizzle, kSideMode, kFillMode, kDiagType >; }; ///////////////////////////////////////////////////////////////////////////////////////////////// } // namespace kernel } // namespace gemm } // namespace cutlass /////////////////////////////////////////////////////////////////////////////////////////////////