// Copyright 2015 The Gemmlowp Authors. All Rights Reserved. // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. // gemmlowp.h: the main public interface header of gemmlowp. #ifndef GEMMLOWP_PUBLIC_GEMMLOWP_H_ #define GEMMLOWP_PUBLIC_GEMMLOWP_H_ #include "../internal/dispatch_gemm_shape.h" #include "bit_depth.h" #include "map.h" #include "output_stages.h" namespace gemmlowp { class GemmContext : public MultiThreadGemmContext {}; // Computes a general matrix product ("GEMM"). // This is a version that supports per channel quantization. template <typename InputScalar, typename OutputScalar, typename BitDepthParams, MapOrder LhsOrder, MapOrder RhsOrder, MapOrder ResultOrder, typename LhsOffset, typename RhsOffset, typename OutputPipelineType, typename GemmContextType> void GemmWithOutputPipelinePC(GemmContextType* context, const MatrixMap<const InputScalar, LhsOrder>& lhs, const MatrixMap<const InputScalar, RhsOrder>& rhs, MatrixMap<OutputScalar, ResultOrder>* result, const LhsOffset& lhs_offset, const RhsOffset& rhs_offset, const OutputPipelineType& output_pipeline) { DispatchGemmShape<InputScalar, OutputScalar, BitDepthParams>( context, lhs, rhs, result, lhs_offset, rhs_offset, output_pipeline); } // Computes a general matrix product ("GEMM"). // This is the legacy version that does not support per channel quantization. // The meaning of the offsets, result_mult_int and result_shift // parameters is the same as in the standard EightBitIntGemm interface // (which is also implemented in the eight_bit_int_gemm directory). template <typename InputScalar, typename OutputScalar, typename BitDepthParams, MapOrder LhsOrder, MapOrder RhsOrder, MapOrder ResultOrder, typename OutputPipelineType, typename GemmContextType> void GemmWithOutputPipeline(GemmContextType* context, const MatrixMap<const InputScalar, LhsOrder>& lhs, const MatrixMap<const InputScalar, RhsOrder>& rhs, MatrixMap<OutputScalar, ResultOrder>* result, int lhs_offset, int rhs_offset, const OutputPipelineType& output_pipeline) { typedef VectorDup<const std::int32_t, VectorShape::Col> OffsetColDup; typedef VectorDup<const std::int32_t, VectorShape::Row> OffsetRowDup; const OffsetColDup lhs_offset_vector(lhs_offset, lhs.rows()); const OffsetRowDup rhs_offset_vector(rhs_offset, rhs.cols()); DispatchGemmShape<InputScalar, OutputScalar, BitDepthParams>( context, lhs, rhs, result, lhs_offset_vector, rhs_offset_vector, output_pipeline); } // Computes a general matrix product ("GEMM"). // The meaning of the offsets, result_mult_int and result_shift // parameters is the same as in the standard EightBitIntGemm interface // (which is also implemented in the eight_bit_int_gemm directory). template <typename Scalar, typename BitDepthParams, MapOrder LhsOrder, MapOrder RhsOrder, MapOrder ResultOrder, typename GemmContextType> void Gemm(GemmContextType* context, const MatrixMap<const Scalar, LhsOrder>& lhs, const MatrixMap<const Scalar, RhsOrder>& rhs, MatrixMap<Scalar, ResultOrder>* result, int lhs_offset, int rhs_offset, int result_offset, int result_mult_int, int result_shift) { GemmWithOutputPipeline<Scalar, Scalar, BitDepthParams>( context, lhs, rhs, result, lhs_offset, rhs_offset, MakeStandardOutputPipeline(result_offset, result_mult_int, result_shift)); } } // namespace gemmlowp #endif // GEMMLOWP_PUBLIC_GEMMLOWP_H_