// Copyright 2015 Google Inc. 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. // simd_wrappers_common_neon_sse.h: common SIMD (NEON and SSE) wrapper code #ifndef GEMMLOWP_INTERNAL_SIMD_WRAPPERS_COMMON_NEON_SSE_H_ #define GEMMLOWP_INTERNAL_SIMD_WRAPPERS_COMMON_NEON_SSE_H_ #include "simd_wrappers.h" namespace gemmlowp { template <typename SrcScalarType, int N> struct LoadImpl<RegBlockInt32<4, N>, MatrixMap<SrcScalarType, MapOrder::ColMajor>> { static RegBlockInt32<4, N> Run( const MatrixMap<SrcScalarType, MapOrder::ColMajor>& src, int row, int col) { RegBlockInt32<4, N> result; for (int i = 0; i < N; i++) { result.buf.reg[i] = LoadInt32x4(src.data(row, col + i)); } return result; } }; template <typename SrcScalarType, int N> struct LoadImpl<RegBlockInt32<8, N>, MatrixMap<SrcScalarType, MapOrder::ColMajor>> { static RegBlockInt32<8, N> Run( const MatrixMap<SrcScalarType, MapOrder::ColMajor>& src, int row, int col) { RegBlockInt32<8, N> result; for (int i = 0; i < N; i++) { result.buf.reg[2 * i + 0] = LoadInt32x4(src.data(row + 0, col + i)); result.buf.reg[2 * i + 1] = LoadInt32x4(src.data(row + 4, col + i)); } return result; } }; template <typename SrcScalarType> struct LoadImpl<RegBlockInt32<1, 4>, MatrixMap<SrcScalarType, MapOrder::ColMajor>> { static RegBlockInt32<1, 4> Run( const MatrixMap<SrcScalarType, MapOrder::ColMajor>& src, int row, int col) { RegBlockInt32<1, 4> result; std::int32_t buf[4]; for (int i = 0; i < 4; i++) { buf[i] = src(row, col + i); } result.buf.reg[0] = LoadInt32x4(buf); return result; } }; template <typename SrcScalarType> struct LoadImpl<RegBlockInt32<1, 8>, MatrixMap<SrcScalarType, MapOrder::ColMajor>> { static RegBlockInt32<1, 8> Run( const MatrixMap<SrcScalarType, MapOrder::ColMajor>& src, int row, int col) { RegBlockInt32<1, 8> result; std::int32_t buf[8]; for (int i = 0; i < 8; i++) { buf[i] = src(row, col + i); } result.buf.reg[0] = LoadInt32x4(buf); result.buf.reg[1] = LoadInt32x4(buf + 4); return result; } }; template <typename SrcScalarType> struct LoadImpl<RegBlockInt32<4, 1>, VectorMap<SrcScalarType, VectorShape::Col>> { static RegBlockInt32<4, 1> Run( const VectorMap<SrcScalarType, VectorShape::Col>& src, int pos) { RegBlockInt32<4, 1> result; result.buf.reg[0] = LoadInt32x4(src.data(pos)); return result; } }; template <typename SrcScalarType> struct LoadImpl<RegBlockInt32<4, 1>, VectorDup<SrcScalarType, VectorShape::Col>> { static RegBlockInt32<4, 1> Run( const VectorDup<SrcScalarType, VectorShape::Col>& src, int) { RegBlockInt32<4, 1> result; result.buf.reg[0] = LoadInt32x4(src(0)); return result; } }; template <typename SrcScalarType, int N> struct LoadForBroadcastingImpl<RegBlockInt32<4, N>, VectorMap<SrcScalarType, VectorShape::Col>> { using SrcObjectType = VectorMap<SrcScalarType, VectorShape::Col>; using RegisterBlockType = RegBlockInt32<4, N>; using ResultBlockType = typename LoadForBroadcastingRegisterBlock<RegisterBlockType, SrcObjectType>::Type; static ResultBlockType Run(const SrcObjectType& src, int pos) { ResultBlockType result; static_assert(ResultBlockType::kRegisterCount == 1, ""); result.buf.reg[0] = LoadInt32x4(src.data(pos)); return result; } }; template <typename SrcScalarType, int N> struct LoadForBroadcastingImpl<RegBlockInt32<8, N>, VectorMap<SrcScalarType, VectorShape::Col>> { using SrcObjectType = VectorMap<SrcScalarType, VectorShape::Col>; using RegisterBlockType = RegBlockInt32<8, N>; using ResultBlockType = typename LoadForBroadcastingRegisterBlock<RegisterBlockType, SrcObjectType>::Type; static ResultBlockType Run(const SrcObjectType& src, int pos) { ResultBlockType result; static_assert(ResultBlockType::kRegisterCount == 2, ""); result.buf.reg[0] = LoadInt32x4(src.data(pos)); result.buf.reg[1] = LoadInt32x4(src.data(pos + 4)); return result; } }; template <typename SrcScalarType> struct LoadForBroadcastingImpl<RegBlockInt32<4, 1>, VectorMap<SrcScalarType, VectorShape::Row>> { using SrcObjectType = VectorMap<SrcScalarType, VectorShape::Row>; using RegisterBlockType = RegBlockInt32<4, 1>; using ResultBlockType = typename LoadForBroadcastingRegisterBlock<RegisterBlockType, SrcObjectType>::Type; static ResultBlockType Run(const SrcObjectType& src, int pos) { ResultBlockType result; result.buf.reg[0] = src(pos); return result; } }; template <typename SrcScalarType, int N> struct LoadForBroadcastingImpl<RegBlockInt32<N, 4>, VectorMap<SrcScalarType, VectorShape::Row>> { using SrcObjectType = VectorMap<SrcScalarType, VectorShape::Row>; using RegisterBlockType = RegBlockInt32<N, 4>; using ResultBlockType = typename LoadForBroadcastingRegisterBlock<RegisterBlockType, SrcObjectType>::Type; static ResultBlockType Run(const SrcObjectType& src, int pos) { ResultBlockType result; static_assert(ResultBlockType::kRegisterCount == 1, ""); result.buf.reg[0] = LoadInt32x4(src.data(pos)); return result; } }; template <typename SrcScalarType, int N> struct LoadForBroadcastingImpl<RegBlockInt32<N, 8>, VectorMap<SrcScalarType, VectorShape::Row>> { using SrcObjectType = VectorMap<SrcScalarType, VectorShape::Row>; using RegisterBlockType = RegBlockInt32<N, 8>; using ResultBlockType = typename LoadForBroadcastingRegisterBlock<RegisterBlockType, SrcObjectType>::Type; static ResultBlockType Run(const SrcObjectType& src, int pos) { ResultBlockType result; static_assert(ResultBlockType::kRegisterCount == 2, ""); result.buf.reg[0] = LoadInt32x4(src.data(pos)); result.buf.reg[1] = LoadInt32x4(src.data(pos + 4)); return result; } }; // 4x1 := 4x1 + 1x1 template <> struct BroadcastAddImpl<RegBlockInt32<4, 1>, RegBlockInt32<1, 1>> { static RegBlockInt32<4, 1> Run(const RegBlockInt32<4, 1>& lhs, const RegBlockInt32<1, 1>& rhs) { RegBlockInt32<4, 1> result; result.buf.reg[0] = Add(lhs.buf.reg[0], Dup<Int32x4>(rhs.buf.reg[0])); return result; } }; // 1x4 := 1x4 + 1x1 template <> struct BroadcastAddImpl<RegBlockInt32<1, 4>, RegBlockInt32<1, 1>> { static RegBlockInt32<1, 4> Run(const RegBlockInt32<1, 4>& lhs, const RegBlockInt32<1, 1>& rhs) { RegBlockInt32<1, 4> result; result.buf.reg[0] = Add(lhs.buf.reg[0], Dup<Int32x4>(rhs.buf.reg[0])); return result; } }; // 4x1 := 4x1 + 4x1 template <> struct BroadcastAddImpl<RegBlockInt32<4, 1>, RegBlockInt32<4, 1>> { static RegBlockInt32<4, 1> Run(const RegBlockInt32<4, 1>& lhs, const RegBlockInt32<4, 1>& rhs) { RegBlockInt32<4, 1> result; result.buf.reg[0] = Add(lhs.buf.reg[0], rhs.buf.reg[0]); return result; } }; // 1x4 := 1x4 + 1x4 template <> struct BroadcastAddImpl<RegBlockInt32<1, 4>, RegBlockInt32<1, 4>> { static RegBlockInt32<1, 4> Run(const RegBlockInt32<1, 4>& lhs, const RegBlockInt32<1, 4>& rhs) { RegBlockInt32<1, 4> result; result.buf.reg[0] = Add(lhs.buf.reg[0], rhs.buf.reg[0]); return result; } }; // 4x4 := 4x4 + 1x4 template <> struct BroadcastAddImpl<RegBlockInt32<4, 4>, RegBlockInt32<1, 4>> { static RegBlockInt32<4, 4> Run(const RegBlockInt32<4, 4>& lhs, const RegBlockInt32<1, 4>& rhs) { RegBlockInt32<4, 4> result; result.buf.reg[0] = Add(lhs.buf.reg[0], DupLane<0>(rhs.buf.reg[0])); result.buf.reg[1] = Add(lhs.buf.reg[1], DupLane<1>(rhs.buf.reg[0])); result.buf.reg[2] = Add(lhs.buf.reg[2], DupLane<2>(rhs.buf.reg[0])); result.buf.reg[3] = Add(lhs.buf.reg[3], DupLane<3>(rhs.buf.reg[0])); return result; } }; // 4x4 := 4x4 + 4x1 template <> struct BroadcastAddImpl<RegBlockInt32<4, 4>, RegBlockInt32<4, 1>> { static RegBlockInt32<4, 4> Run(const RegBlockInt32<4, 4>& lhs, const RegBlockInt32<4, 1>& rhs) { RegBlockInt32<4, 4> result; result.buf.reg[0] = Add(lhs.buf.reg[0], rhs.buf.reg[0]); result.buf.reg[1] = Add(lhs.buf.reg[1], rhs.buf.reg[0]); result.buf.reg[2] = Add(lhs.buf.reg[2], rhs.buf.reg[0]); result.buf.reg[3] = Add(lhs.buf.reg[3], rhs.buf.reg[0]); return result; } }; // 8x1 := 8x1 + 1x1 template <> struct BroadcastAddImpl<RegBlockInt32<8, 1>, RegBlockInt32<1, 1>> { static RegBlockInt32<8, 1> Run(const RegBlockInt32<8, 1>& lhs, const RegBlockInt32<1, 1>& rhs) { RegBlockInt32<8, 1> result; const Int32x4 p = Dup<Int32x4>(rhs.buf.reg[0]); for (int i = 0; i < 2; i++) { result.buf.reg[i] = Add(lhs.buf.reg[i], p); } return result; } }; // 8x1 := 8x1 + 8x1 template <> struct BroadcastAddImpl<RegBlockInt32<8, 1>, RegBlockInt32<8, 1>> { static RegBlockInt32<8, 1> Run(const RegBlockInt32<8, 1>& lhs, const RegBlockInt32<8, 1>& rhs) { RegBlockInt32<8, 1> result; for (int i = 0; i < 2; i++) { result.buf.reg[i] = Add(lhs.buf.reg[i], rhs.buf.reg[i]); } return result; } }; // 8x4 := 8x4 + 1x4 template <> struct BroadcastAddImpl<RegBlockInt32<8, 4>, RegBlockInt32<1, 4>> { static RegBlockInt32<8, 4> Run(const RegBlockInt32<8, 4>& lhs, const RegBlockInt32<1, 4>& rhs) { RegBlockInt32<8, 4> result; result.buf.reg[0] = Add(lhs.buf.reg[0], DupLane<0>(rhs.buf.reg[0])); result.buf.reg[1] = Add(lhs.buf.reg[1], DupLane<0>(rhs.buf.reg[0])); result.buf.reg[2] = Add(lhs.buf.reg[2], DupLane<1>(rhs.buf.reg[0])); result.buf.reg[3] = Add(lhs.buf.reg[3], DupLane<1>(rhs.buf.reg[0])); result.buf.reg[4] = Add(lhs.buf.reg[4], DupLane<2>(rhs.buf.reg[0])); result.buf.reg[5] = Add(lhs.buf.reg[5], DupLane<2>(rhs.buf.reg[0])); result.buf.reg[6] = Add(lhs.buf.reg[6], DupLane<3>(rhs.buf.reg[0])); result.buf.reg[7] = Add(lhs.buf.reg[7], DupLane<3>(rhs.buf.reg[0])); return result; } }; // 8x4 := 8x4 + 8x1 template <> struct BroadcastAddImpl<RegBlockInt32<8, 4>, RegBlockInt32<8, 1>> { static RegBlockInt32<8, 4> Run(const RegBlockInt32<8, 4>& lhs, const RegBlockInt32<8, 1>& rhs) { RegBlockInt32<8, 4> result; result.buf.reg[0] = Add(lhs.buf.reg[0], rhs.buf.reg[0]); result.buf.reg[1] = Add(lhs.buf.reg[1], rhs.buf.reg[1]); result.buf.reg[2] = Add(lhs.buf.reg[2], rhs.buf.reg[0]); result.buf.reg[3] = Add(lhs.buf.reg[3], rhs.buf.reg[1]); result.buf.reg[4] = Add(lhs.buf.reg[4], rhs.buf.reg[0]); result.buf.reg[5] = Add(lhs.buf.reg[5], rhs.buf.reg[1]); result.buf.reg[6] = Add(lhs.buf.reg[6], rhs.buf.reg[0]); result.buf.reg[7] = Add(lhs.buf.reg[7], rhs.buf.reg[1]); return result; } }; // 1x8 := 1x8 + 1x8 template <> struct BroadcastAddImpl<RegBlockInt32<1, 8>, RegBlockInt32<1, 8>> { static RegBlockInt32<1, 8> Run(const RegBlockInt32<1, 8>& lhs, const RegBlockInt32<1, 8>& rhs) { RegBlockInt32<1, 8> result; result.buf.reg[0] = Add(lhs.buf.reg[0], rhs.buf.reg[0]); result.buf.reg[1] = Add(lhs.buf.reg[1], rhs.buf.reg[1]); return result; } }; // 1x8 := 1x8 + 1x1 template <> struct BroadcastAddImpl<RegBlockInt32<1, 8>, RegBlockInt32<1, 1>> { static RegBlockInt32<1, 8> Run(const RegBlockInt32<1, 8>& lhs, const RegBlockInt32<1, 1>& rhs) { RegBlockInt32<1, 8> result; result.buf.reg[0] = Add(lhs.buf.reg[0], Dup<Int32x4>(rhs.buf.reg[0])); result.buf.reg[1] = Add(lhs.buf.reg[1], Dup<Int32x4>(rhs.buf.reg[0])); return result; } }; // 4x1 := 4x1 * 1x1 template <> struct BroadcastMulImpl<RegBlockInt32<4, 1>, RegBlockInt32<1, 1>> { static RegBlockInt32<4, 1> Run(const RegBlockInt32<4, 1>& lhs, const RegBlockInt32<1, 1>& rhs) { RegBlockInt32<4, 1> result; result.buf.reg[0] = Mul(lhs.buf.reg[0], Dup<Int32x4>(rhs.buf.reg[0])); return result; } }; // 4x1 := 4x1 * 4x1 template <> struct BroadcastMulImpl<RegBlockInt32<4, 1>, RegBlockInt32<4, 1>> { static RegBlockInt32<4, 1> Run(const RegBlockInt32<4, 1>& lhs, const RegBlockInt32<4, 1>& rhs) { RegBlockInt32<4, 1> result; result.buf.reg[0] = Mul(lhs.buf.reg[0], rhs.buf.reg[0]); return result; } }; // 1x4 := 1x4 * 1x4 template <> struct BroadcastMulImpl<RegBlockInt32<1, 4>, RegBlockInt32<1, 4>> { static RegBlockInt32<1, 4> Run(const RegBlockInt32<1, 4>& lhs, const RegBlockInt32<1, 4>& rhs) { RegBlockInt32<1, 4> result; result.buf.reg[0] = Mul(lhs.buf.reg[0], rhs.buf.reg[0]); return result; } }; // 1x4 := 1x4 * 1x1 template <> struct BroadcastMulImpl<RegBlockInt32<1, 4>, RegBlockInt32<1, 1>> { static RegBlockInt32<1, 4> Run(const RegBlockInt32<1, 4>& lhs, const RegBlockInt32<1, 1>& rhs) { RegBlockInt32<1, 4> result; result.buf.reg[0] = Mul(lhs.buf.reg[0], rhs.buf.reg[0]); return result; } }; // 4x4 := 4x4 * 1x4 template <> struct BroadcastMulImpl<RegBlockInt32<4, 4>, RegBlockInt32<1, 4>> { static RegBlockInt32<4, 4> Run(const RegBlockInt32<4, 4>& lhs, const RegBlockInt32<1, 4>& rhs) { RegBlockInt32<4, 4> result; const Int32x4 p = rhs.buf.reg[0]; result.buf.reg[0] = MulByRhsLane<0>(lhs.buf.reg[0], p); result.buf.reg[1] = MulByRhsLane<1>(lhs.buf.reg[1], p); result.buf.reg[2] = MulByRhsLane<2>(lhs.buf.reg[2], p); result.buf.reg[3] = MulByRhsLane<3>(lhs.buf.reg[3], p); return result; } }; // 4x4 := 4x4 * 4x1 template <> struct BroadcastMulImpl<RegBlockInt32<4, 4>, RegBlockInt32<4, 1>> { static RegBlockInt32<4, 4> Run(const RegBlockInt32<4, 4>& lhs, const RegBlockInt32<4, 1>& rhs) { RegBlockInt32<4, 4> result; const Int32x4 p = rhs.buf.reg[0]; result.buf.reg[0] = Mul(lhs.buf.reg[0], p); result.buf.reg[1] = Mul(lhs.buf.reg[1], p); result.buf.reg[2] = Mul(lhs.buf.reg[2], p); result.buf.reg[3] = Mul(lhs.buf.reg[3], p); return result; } }; // 8x1 := 8x1 * 1x1 template <> struct BroadcastMulImpl<RegBlockInt32<8, 1>, RegBlockInt32<1, 1>> { static RegBlockInt32<8, 1> Run(const RegBlockInt32<8, 1>& lhs, const RegBlockInt32<1, 1>& rhs) { RegBlockInt32<8, 1> result; const std::int32_t p = rhs.buf.reg[0]; for (int i = 0; i < 2; i++) { result.buf.reg[i] = Mul(lhs.buf.reg[i], p); } return result; } }; // 8x1 := 8x1 * 8x1 template <> struct BroadcastMulImpl<RegBlockInt32<8, 1>, RegBlockInt32<8, 1>> { static RegBlockInt32<8, 1> Run(const RegBlockInt32<8, 1>& lhs, const RegBlockInt32<8, 1>& rhs) { RegBlockInt32<8, 1> result; for (int i = 0; i < 2; i++) { result.buf.reg[i] = Mul(lhs.buf.reg[i], rhs.buf.reg[i]); } return result; } }; // 8x4 := 8x4 * 1x4 template <> struct BroadcastMulImpl<RegBlockInt32<8, 4>, RegBlockInt32<1, 4>> { static RegBlockInt32<8, 4> Run(const RegBlockInt32<8, 4>& lhs, const RegBlockInt32<1, 4>& rhs) { RegBlockInt32<8, 4> result; const Int32x4 p = rhs.buf.reg[0]; for (int i = 0; i < 2; i++) { result.buf.reg[i + 0] = MulByRhsLane<0>(lhs.buf.reg[i + 0], p); result.buf.reg[i + 2] = MulByRhsLane<1>(lhs.buf.reg[i + 2], p); result.buf.reg[i + 4] = MulByRhsLane<2>(lhs.buf.reg[i + 4], p); result.buf.reg[i + 6] = MulByRhsLane<3>(lhs.buf.reg[i + 6], p); } return result; } }; // 8x4 := 8x4 * 8x1 template <> struct BroadcastMulImpl<RegBlockInt32<8, 4>, RegBlockInt32<8, 1>> { static RegBlockInt32<8, 4> Run(const RegBlockInt32<8, 4>& lhs, const RegBlockInt32<8, 1>& rhs) { RegBlockInt32<8, 4> result; const Int32x4 p[2]{rhs.buf.reg[0], rhs.buf.reg[1]}; for (int i = 0; i < 4; i++) { for (int j = 0; j < 2; j++) { const int k = j + 2 * i; result.buf.reg[k] = Mul(lhs.buf.reg[k], p[j]); } } return result; } }; // Rx1 += Rx1 * 1x1 template <int Rows> struct BroadcastMulAddImpl<RegBlockInt32<Rows, 1>, RegBlockInt32<1, 1>, RegBlockInt32<Rows, 1>> { static void Run(const RegBlockInt32<Rows, 1>& lhs, const RegBlockInt32<1, 1>& rhs, RegBlockInt32<Rows, 1>* acc) { const std::int32_t p = rhs.buf.reg[0]; for (int i = 0; i < RegBlockInt32<Rows, 1>::kRegisterCount; i++) { MulAdd(lhs.buf.reg[i], p, &acc->buf.reg[i]); } } }; // RxC += Rx1 * 1x1 template <int Rows, int Cols> struct BroadcastMulAddImpl<RegBlockInt32<Rows, 1>, RegBlockInt32<1, 1>, RegBlockInt32<Rows, Cols>> { static void Run(const RegBlockInt32<Rows, 1>& lhs, const RegBlockInt32<1, 1>& rhs, RegBlockInt32<Rows, Cols>* acc) { const std::int32_t p = rhs.buf.reg[0]; static constexpr int kRegsPerCol = RegBlockInt32<Rows, 1>::kRegisterCount; for (int i = 0; i < kRegsPerCol; i++) { const Int32x4 q = Mul(lhs.buf.reg[i], p); for (int j = 0; j < Cols; j++) { acc->buf.reg[i + j * kRegsPerCol] = Add(acc->buf.reg[i + j * kRegsPerCol], q); } } } }; // 1xC += 1xC * 1x1 template <int Cols> struct BroadcastMulAddImpl<RegBlockInt32<1, Cols>, RegBlockInt32<1, 1>, RegBlockInt32<1, Cols>> { static void Run(const RegBlockInt32<1, Cols>& lhs, const RegBlockInt32<1, 1>& rhs, RegBlockInt32<1, Cols>* acc) { const std::int32_t p = rhs.buf.reg[0]; for (int i = 0; i < RegBlockInt32<1, Cols>::kRegisterCount; i++) { MulAdd(lhs.buf.reg[i], p, &acc->buf.reg[i]); } } }; // RxC += 1x1 * 1x1 template <int Rows, int Cols> struct BroadcastMulAddImpl<RegBlockInt32<1, 1>, RegBlockInt32<1, 1>, RegBlockInt32<Rows, Cols>> { static void Run(const RegBlockInt32<1, 1>& lhs, const RegBlockInt32<1, 1>& rhs, RegBlockInt32<Rows, Cols>* acc) { const Int32x4 p = Dup<Int32x4>(Mul(lhs.buf.reg[0], rhs.buf.reg[0])); for (int i = 0; i < RegBlockInt32<Rows, Cols>::kRegisterCount; i++) { acc->buf.reg[i] = Add(acc->buf.reg[i], p); } } }; // 1x1 += 1x1 * 1x1 template <> struct BroadcastMulAddImpl<RegBlockInt32<1, 1>, RegBlockInt32<1, 1>, RegBlockInt32<1, 1>> { static void Run(const RegBlockInt32<1, 1>& lhs, const RegBlockInt32<1, 1>& rhs, RegBlockInt32<1, 1>* acc) { MulAdd(lhs.buf.reg[0], rhs.buf.reg[0], &acc->buf.reg[0]); } }; // Rx4 += Rx1 * 1x4 template <int Rows> struct BroadcastMulAddImpl<RegBlockInt32<Rows, 1>, RegBlockInt32<1, 4>, RegBlockInt32<Rows, 4>> { static void Run(const RegBlockInt32<Rows, 1>& lhs, const RegBlockInt32<1, 4>& rhs, RegBlockInt32<Rows, 4>* acc) { const Int32x4 p = rhs.buf.reg[0]; static constexpr int kRegsPerCol = RegBlockInt32<Rows, 1>::kRegisterCount; for (int i = 0; i < kRegsPerCol; i++) { MulAddByRhsLane<0>(lhs.buf.reg[i], p, &acc->buf.reg[i + 0 * kRegsPerCol]); MulAddByRhsLane<1>(lhs.buf.reg[i], p, &acc->buf.reg[i + 1 * kRegsPerCol]); MulAddByRhsLane<2>(lhs.buf.reg[i], p, &acc->buf.reg[i + 2 * kRegsPerCol]); MulAddByRhsLane<3>(lhs.buf.reg[i], p, &acc->buf.reg[i + 3 * kRegsPerCol]); } } }; // Rx4 += 1x4 * 1x1 template <int Rows> struct BroadcastMulAddImpl<RegBlockInt32<1, 4>, RegBlockInt32<1, 1>, RegBlockInt32<Rows, 4>> { static void Run(const RegBlockInt32<1, 4>& lhs, const RegBlockInt32<1, 1>& rhs, RegBlockInt32<Rows, 4>* acc) { const Int32x4 p = Mul(lhs.buf.reg[0], rhs.buf.reg[0]); Int32x4 q[4]; q[0] = DupLane<0>(p); q[1] = DupLane<1>(p); q[2] = DupLane<2>(p); q[3] = DupLane<3>(p); static constexpr int kRegsPerCol = RegBlockInt32<Rows, 1>::kRegisterCount; for (int i = 0; i < kRegsPerCol; i++) { for (int j = 0; j < 4; j++) { acc->buf.reg[i + j * kRegsPerCol] = Add(q[j], acc->buf.reg[i + j * kRegsPerCol]); } } } }; // 1xC += 1x1 * 1x1 template <int Cols> struct BroadcastMulAddImpl<RegBlockInt32<1, 1>, RegBlockInt32<1, 1>, RegBlockInt32<1, Cols>> { static void Run(const RegBlockInt32<1, 1>& lhs, const RegBlockInt32<1, 1>& rhs, RegBlockInt32<1, Cols>* acc) { const Int32x4 p = Dup<Int32x4>(Mul(lhs.buf.reg[0], rhs.buf.reg[0])); for (int i = 0; i < RegBlockInt32<1, Cols>::kRegisterCount; i++) { acc->buf.reg[i] = Add(acc->buf.reg[i], p); } } }; // 1x4 += 1x4 * 1x1 template <> struct BroadcastMulAddImpl<RegBlockInt32<1, 4>, RegBlockInt32<1, 1>, RegBlockInt32<1, 4>> { static void Run(const RegBlockInt32<1, 4>& lhs, const RegBlockInt32<1, 1>& rhs, RegBlockInt32<1, 4>* acc) { const std::int32_t p = rhs.buf.reg[0]; MulAdd(lhs.buf.reg[0], p, &acc->buf.reg[0]); } }; // 4xC += 4x1 * 1x1 template <int Cols> struct BroadcastMulAddImpl<RegBlockInt32<4, 1>, RegBlockInt32<1, 1>, RegBlockInt32<4, Cols>> { static void Run(const RegBlockInt32<4, 1>& lhs, const RegBlockInt32<1, 1>& rhs, RegBlockInt32<4, Cols>* acc) { const Int32x4 p = Mul(lhs.buf.reg[0], rhs.buf.reg[0]); for (int i = 0; i < Cols; i++) { acc->buf.reg[i] = Add(p, acc->buf.reg[i]); } } }; // 4x1 += 4x1 * 1x1 template <> struct BroadcastMulAddImpl<RegBlockInt32<4, 1>, RegBlockInt32<1, 1>, RegBlockInt32<4, 1>> { static void Run(const RegBlockInt32<4, 1>& lhs, const RegBlockInt32<1, 1>& rhs, RegBlockInt32<4, 1>* acc) { const std::int32_t p = rhs.buf.reg[0]; MulAdd(lhs.buf.reg[0], p, &acc->buf.reg[0]); } }; } // namespace gemmlowp #endif // GEMMLOWP_INTERNAL_SIMD_WRAPPERS_COMMON_NEON_SSE_H_