/** * Copyright 2020 Huawei Technologies Co., Ltd * * 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. */ #ifndef MINDSPORE_LITE_NNACL_QUANTIZATION_FIXED_POINT_H_ #define MINDSPORE_LITE_NNACL_QUANTIZATION_FIXED_POINT_H_ #include #include #ifdef ENABLE_NEON #include #endif #ifdef __cplusplus extern "C" { #endif // returns the high-32 bits of a * b with rounding // assume that a and b is divided by 2^31, who fall into [-1, 1] // so the mantissa of a * b is (a / 2^31) * (b / 2^31) * 2^31= (a * b) / 2^31 // actually we compute 2 * a * b / 2^32 // and take 32 bits of mantissa for rounding int SaturatingRoundingDoublingHighMul(int a, int b); int16_t SaturatingRoundingDoublingHighMulInt16(int16_t a, int16_t b); // division by a 2^exponent with rounding // or arithmetic right shift with rouding int RoundingDivideByPOT(int x, int exponent); int MultiplyByQuantizedMultiplier(int32_t value, int32_t multiplier, int32_t left_shift, int32_t right_shift); int32_t Rescale(int x, int kIntegerBitsSrc, int kIntegerBitsDst); int CountLeadingSignBits(int32_t x); int32_t ComputerReciprocal(int32_t x, int x_digits, int *recip_shift); int exp_on_negative_values(int a, const int tIntegerBits); #ifdef __cplusplus } #endif #ifdef ENABLE_NEON int32x4_t RoundingDivideByPOTInt32x4(int32x4_t x, int exponent); int32x4_t SaturatingRoundingDoublingHighMulInt32x4(int32x4_t a, int32x4_t b); #endif #endif // MINDSPORE_LITE_NNACL_QUANTIZATION_FIXED_POINT_H_