utils.cc

// Copyright (c) 2021 Mobvoi Inc (Zhendong Peng)
//
// 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 "utils/utils.h"

#include <algorithm>
#include <cmath>

#include "utils/log.h"

namespace wenet {

float LogAdd(float x, float y) {
  static float num_min = -std::numeric_limits<float>::max();
  if (x <= num_min) return y;
  if (y <= num_min) return x;
  float xmax = std::max(x, y);
  return std::log(std::exp(x - xmax) + std::exp(y - xmax)) + xmax;
}

}  // namespace wenet