// 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. // fixedpoint_neon.h: optimized NEON specializations of the templates // in fixedpoint.h. #ifndef GEMMLOWP_INTERNAL_FIXEDPOINT_NEON_H_ #define GEMMLOWP_INTERNAL_FIXEDPOINT_NEON_H_ #include namespace gemmlowp { template <> struct FixedPointRawTypeTraits { typedef std::int32_t ScalarRawType; static constexpr int kLanes = 4; }; template <> struct FixedPointRawTypeTraits { typedef std::int16_t ScalarRawType; static constexpr int kLanes = 8; }; template <> inline int32x4_t BitAnd(int32x4_t a, int32x4_t b) { return vandq_s32(a, b); } template <> inline int16x8_t BitAnd(int16x8_t a, int16x8_t b) { return vandq_s16(a, b); } template <> inline int32x4_t BitOr(int32x4_t a, int32x4_t b) { return vorrq_s32(a, b); } template <> inline int16x8_t BitOr(int16x8_t a, int16x8_t b) { return vorrq_s16(a, b); } template <> inline int32x4_t BitXor(int32x4_t a, int32x4_t b) { return veorq_s32(a, b); } template <> inline int16x8_t BitXor(int16x8_t a, int16x8_t b) { return veorq_s16(a, b); } template <> inline int32x4_t BitNot(int32x4_t a) { return veorq_s32(a, vdupq_n_s32(-1)); } template <> inline int16x8_t BitNot(int16x8_t a) { return veorq_s16(a, vdupq_n_s16(-1)); } template <> inline int32x4_t Add(int32x4_t a, int32x4_t b) { return vaddq_s32(a, b); } template <> inline int16x8_t Add(int16x8_t a, int16x8_t b) { return vaddq_s16(a, b); } template <> inline int32x4_t Sub(int32x4_t a, int32x4_t b) { return vsubq_s32(a, b); } template <> inline int16x8_t Sub(int16x8_t a, int16x8_t b) { return vsubq_s16(a, b); } template <> inline int32x4_t Neg(int32x4_t a) { return vnegq_s32(a); } template <> inline int16x8_t Neg(int16x8_t a) { return vnegq_s16(a); } template <> inline int32x4_t ShiftLeft(int32x4_t a, int offset) { return vshlq_s32(a, vdupq_n_s32(offset)); } template <> inline int16x8_t ShiftLeft(int16x8_t a, int offset) { return vshlq_s16(a, vdupq_n_s16(offset)); } template <> inline int32x4_t ShiftLeft(int32x4_t a, int32x4_t offset) { return vshlq_s32(a, offset); } template <> inline int16x8_t ShiftLeft(int16x8_t a, int16x8_t offset) { return vshlq_s16(a, offset); } template <> inline int32x4_t ShiftRight(int32x4_t a, int offset) { return vshlq_s32(a, vdupq_n_s32(-offset)); } template <> inline int16x8_t ShiftRight(int16x8_t a, int offset) { return vshlq_s16(a, vdupq_n_s16(-offset)); } template <> inline int32x4_t SelectUsingMask(int32x4_t if_mask, int32x4_t then_val, int32x4_t else_val) { return vbslq_s32(vreinterpretq_u32_s32(if_mask), then_val, else_val); } template <> inline int16x8_t SelectUsingMask(int16x8_t if_mask, int16x8_t then_val, int16x8_t else_val) { return vbslq_s16(vreinterpretq_u16_s16(if_mask), then_val, else_val); } template <> inline int32x4_t MaskIfEqual(int32x4_t a, int32x4_t b) { return vreinterpretq_s32_u32(vceqq_s32(a, b)); } template <> inline int16x8_t MaskIfEqual(int16x8_t a, int16x8_t b) { return vreinterpretq_s16_u16(vceqq_s16(a, b)); } template <> inline int32x4_t MaskIfNotEqual(int32x4_t a, int32x4_t b) { return BitNot(MaskIfEqual(a, b)); } template <> inline int16x8_t MaskIfNotEqual(int16x8_t a, int16x8_t b) { return BitNot(MaskIfEqual(a, b)); } template <> inline int32x4_t MaskIfZero(int32x4_t a) { return MaskIfEqual(a, vdupq_n_s32(0)); } template <> inline int16x8_t MaskIfZero(int16x8_t a) { return MaskIfEqual(a, vdupq_n_s16(0)); } template <> inline int32x4_t MaskIfNonZero(int32x4_t a) { return vreinterpretq_s32_u32(vtstq_s32(a, a)); } template <> inline int16x8_t MaskIfNonZero(int16x8_t a) { return vreinterpretq_s16_u16(vtstq_s16(a, a)); } template <> inline int32x4_t MaskIfGreaterThan(int32x4_t a, int32x4_t b) { return vreinterpretq_s32_u32(vcgtq_s32(a, b)); } template <> inline int16x8_t MaskIfGreaterThan(int16x8_t a, int16x8_t b) { return vreinterpretq_s16_u16(vcgtq_s16(a, b)); } template <> inline int32x4_t MaskIfGreaterThanOrEqual(int32x4_t a, int32x4_t b) { return vreinterpretq_s32_u32(vcgeq_s32(a, b)); } template <> inline int16x8_t MaskIfGreaterThanOrEqual(int16x8_t a, int16x8_t b) { return vreinterpretq_s16_u16(vcgeq_s16(a, b)); } template <> inline int32x4_t MaskIfLessThan(int32x4_t a, int32x4_t b) { return vreinterpretq_s32_u32(vcltq_s32(a, b)); } template <> inline int16x8_t MaskIfLessThan(int16x8_t a, int16x8_t b) { return vreinterpretq_s16_u16(vcltq_s16(a, b)); } template <> inline int32x4_t MaskIfLessThanOrEqual(int32x4_t a, int32x4_t b) { return vreinterpretq_s32_u32(vcleq_s32(a, b)); } template <> inline int16x8_t MaskIfLessThanOrEqual(int16x8_t a, int16x8_t b) { return vreinterpretq_s16_u16(vcleq_s16(a, b)); } template <> inline bool All(int32x4_t a) { a = vandq_s32(a, vextq_s32(a, a, 1)); a = vandq_s32(a, vextq_s32(a, a, 2)); return vgetq_lane_s32(a, 0); } template <> inline bool All(int16x8_t a) { a = vandq_s16(a, vextq_s16(a, a, 1)); a = vandq_s16(a, vextq_s16(a, a, 2)); a = vandq_s16(a, vextq_s16(a, a, 4)); return vgetq_lane_s16(a, 0); } template <> inline bool Any(int32x4_t a) { a = vorrq_s32(a, vextq_s32(a, a, 1)); a = vorrq_s32(a, vextq_s32(a, a, 2)); return vgetq_lane_s32(a, 0); } template <> inline bool Any(int16x8_t a) { a = vorrq_s16(a, vextq_s16(a, a, 1)); a = vorrq_s16(a, vextq_s16(a, a, 2)); a = vorrq_s16(a, vextq_s16(a, a, 4)); return vgetq_lane_s16(a, 0); } template <> inline int32x4_t RoundingHalfSum(int32x4_t a, int32x4_t b) { return vrhaddq_s32(a, b); } template <> inline int16x8_t RoundingHalfSum(int16x8_t a, int16x8_t b) { return vrhaddq_s16(a, b); } template <> inline int32x4_t SaturatingRoundingDoublingHighMul(int32x4_t a, int32x4_t b) { return vqrdmulhq_s32(a, b); } template <> inline int16x8_t SaturatingRoundingDoublingHighMul(int16x8_t a, int16x8_t b) { return vqrdmulhq_s16(a, b); } template <> inline int32x4_t RoundingDivideByPOT(int32x4_t x, int exponent) { const int32x4_t shift_vec = vdupq_n_s32(-exponent); const int32x4_t fixup = vshrq_n_s32(vandq_s32(x, shift_vec), 31); const int32x4_t fixed_up_x = vqaddq_s32(x, fixup); return vrshlq_s32(fixed_up_x, shift_vec); } template <> inline int16x8_t RoundingDivideByPOT(int16x8_t x, int exponent) { const int16x8_t shift_vec = vdupq_n_s16(-exponent); const int16x8_t fixup = vshrq_n_s16(vandq_s16(x, shift_vec), 15); const int16x8_t fixed_up_x = vqaddq_s16(x, fixup); return vrshlq_s16(fixed_up_x, shift_vec); } template <> inline int32x4_t RoundingDivideByPOT(int32x4_t x, int32x4_t exponent) { const int32x4_t shift_vec = vnegq_s32(exponent); const int32x4_t fixup = vshrq_n_s32(vandq_s32(x, shift_vec), 31); const int32x4_t fixed_up_x = vqaddq_s32(x, fixup); return vrshlq_s32(fixed_up_x, shift_vec); } template <> inline int16x8_t RoundingDivideByPOT(int16x8_t x, int16x8_t exponent) { const int16x8_t shift_vec = vnegq_s16(exponent); const int16x8_t fixup = vshrq_n_s16(vandq_s16(x, shift_vec), 15); const int16x8_t fixed_up_x = vqaddq_s16(x, fixup); return vrshlq_s16(fixed_up_x, shift_vec); } template struct ImplSaturatingRoundingMultiplyByPOT { static int32x4_t eval(int32x4_t x) { return vqshlq_n_s32(x, Exponent); } }; template struct ImplSaturatingRoundingMultiplyByPOT { static int32x4_t eval(int32x4_t x) { const int32x4_t fixup = vshrq_n_s32(x, 31); const int32x4_t fixed_up_x = vqaddq_s32(x, fixup); return vrshrq_n_s32(fixed_up_x, -Exponent); } }; template struct ImplSaturatingRoundingMultiplyByPOT { static int16x8_t eval(int16x8_t x) { return vqshlq_n_s16(x, Exponent); } }; template struct ImplSaturatingRoundingMultiplyByPOT { static int16x8_t eval(int16x8_t x) { const int16x8_t fixup = vshrq_n_s16(x, 15); const int16x8_t fixed_up_x = vqaddq_s16(x, fixup); return vrshrq_n_s16(fixed_up_x, -Exponent); } }; template <> inline int32x4_t Dup(std::int32_t x) { return vdupq_n_s32(x); } template <> inline int16x8_t Dup(std::int16_t x) { return vdupq_n_s16(x); } // So far this is only needed for int16. template <> inline int16x8_t SaturatingAdd(int16x8_t a, int16x8_t b) { return vqaddq_s16(a, b); } } // end namespace gemmlowp #endif // GEMMLOWP_INTERNAL_FIXEDPOINT_NEON_H_