/* * Copyright (C) 2018 The Android Open Source Project * * 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. */ // Fast approximation for exp. #ifndef LIBTEXTCLASSIFIER_UTILS_MATH_FASTEXP_H_ #define LIBTEXTCLASSIFIER_UTILS_MATH_FASTEXP_H_ #include #include #include #include "utils/base/casts.h" #include "utils/base/integral_types.h" #include "utils/base/logging.h" namespace libtextclassifier3 { class FastMathClass { private: static constexpr int kBits = 7; static constexpr int kMask1 = (1 << kBits) - 1; static constexpr int kMask2 = 0xFF << kBits; static constexpr float kLogBase2OfE = 1.44269504088896340736f; struct Table { int32 exp1[1 << kBits]; }; public: float VeryFastExp2(float f) const { TC3_DCHECK_LE(fabs(f), 126); const float g = f + (127 + (1 << (23 - kBits))); const int32 x = bit_cast(g); int32 ret = ((x & kMask2) << (23 - kBits)) | cache_.exp1[x & kMask1]; return bit_cast(ret); } float VeryFastExp(float f) const { return VeryFastExp2(f * kLogBase2OfE); } private: static const Table cache_; }; extern FastMathClass FastMathInstance; inline float VeryFastExp(float f) { return FastMathInstance.VeryFastExp(f); } } // namespace libtextclassifier3 #endif // LIBTEXTCLASSIFIER_UTILS_MATH_FASTEXP_H_