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Diffstat (limited to 'runtimes/libs/cker/include/cker/Utils.h')
-rw-r--r-- | runtimes/libs/cker/include/cker/Utils.h | 67 |
1 files changed, 67 insertions, 0 deletions
diff --git a/runtimes/libs/cker/include/cker/Utils.h b/runtimes/libs/cker/include/cker/Utils.h new file mode 100644 index 000000000..84bbbc3c6 --- /dev/null +++ b/runtimes/libs/cker/include/cker/Utils.h @@ -0,0 +1,67 @@ +/* + * Copyright (c) 2019 Samsung Electronics Co., Ltd. All Rights Reserved + * Copyright 2018 The TensorFlow 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. + */ + +#ifndef __NNFW_CKER_UTILS_H__ +#define __NNFW_CKER_UTILS_H__ + +#include <algorithm> +#include <cstdint> + +#include "cker/gemmlowp/FixedPoint.h" + +namespace nnfw +{ +namespace cker +{ + +template <typename T> +inline T ActivationFunctionWithMinMax(T x, T output_activation_min, T output_activation_max) +{ + return std::min<T>(std::max<T>(x, output_activation_min), output_activation_max); +} + +inline int32_t MultiplyByQuantizedMultiplier(int32_t x, int32_t quantized_multiplier, int shift) +{ + int left_shift = shift > 0 ? shift : 0; + int right_shift = shift > 0 ? 0 : -shift; + return gemmlowp::RoundingDivideByPOT( + gemmlowp::SaturatingRoundingDoublingHighMul(x * (1 << left_shift), quantized_multiplier), + right_shift); +} + +inline int32_t MultiplyByQuantizedMultiplierGreaterThanOne(int32_t x, int32_t quantized_multiplier, + int left_shift) +{ + return gemmlowp::SaturatingRoundingDoublingHighMul(x * (1 << left_shift), quantized_multiplier); +} + +inline int CountLeadingZeros(uint32_t integer_input) +{ + const uint32_t one_in_leading_positive = 1U << 31; + int leading_zeros = 0; + while (integer_input < one_in_leading_positive) + { + integer_input <<= 1; + ++leading_zeros; + } + return leading_zeros; +} + +} // namespace cker +} // namespace nnfw + +#endif // __NNFW_CKER_UTILS_H__ |