// Copyright 2020 The MACE 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. #include "micro/ops/nhwc/cmsis_nn/utilities.h" #include void QuantizeMultiplier(double double_multiplier, int32_t *quantized_multiplier, int32_t *shift) { if (double_multiplier == 0.) { *quantized_multiplier = 0; *shift = 0; return; } const double q = frexp(double_multiplier, reinterpret_cast(shift)); int64_t q_fixed = static_cast(round(q * (1ll << 31))); if (q_fixed == (1ll << 31)) { q_fixed /= 2; ++*shift; } if (*shift < -31) { *shift = 0; q_fixed = 0; } *quantized_multiplier = static_cast(q_fixed); }