kendryte-k210-sdk/lib/nncase/v0/include/runtime/runtime_op_utility.h

/* Copyright 2019-2020 Canaan Inc.
 *
 * 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.
 */
#pragma once
#include "../datatypes.h"

namespace nncase
{
namespace runtime
{
    inline size_t get_bytes(datatype_t type)
    {
        size_t element_size;

        switch (type)
        {
        case dt_float32:
            element_size = 4;
            break;
        case dt_uint8:
            element_size = 1;
            break;
        default:
            NNCASE_THROW(std::runtime_error, "Not supported data type");
        }

        return element_size;
    }

    template <int32_t Bits, class T>
    uint8_t count_leading_zeros(T value)
    {
        uint8_t num_zeroes = 0;
        for (int32_t i = Bits - 1; i >= 0; i--)
        {
            if ((value & (1ULL << i)) == 0)
                ++num_zeroes;
            else
                break;
        }

        return num_zeroes;
    }

    template <class T = uint64_t>
    inline T bit_mask(uint8_t shift)
    {
        return (T(1) << shift) - 1;
    }

    template <class T, bool Banker = false>
    T carry_shift(T value, uint8_t shift)
    {
        if (shift > 0)
        {
            if constexpr (Banker)
            {
                T result;
                // Sign |  Int (T - shift - 1 bits) | Frac (shift bits)
                //  S      IIII                       FFF
                auto integral = value >> shift;
                auto fractional = value & bit_mask(shift);
                auto sign = value < 0 ? -1 : 1;
                auto half = 1 << (shift - 1);

                // frac < 0.5
                if (fractional < half)
                {
                    return integral;
                }
                // frac > 0.5
                else if (fractional > half)
                {
                    return integral + sign;
                }
                // frac == 0.5
                else
                {
                    // odd
                    if (integral & 1)
                        return integral + sign;
                    // even
                    else
                        return integral;
                }

                return result;
            }
            else
            {
                value += T(1) << (shift - 1);
                value >>= shift;
            }
        }
        else if (shift < 0)
        {
            value = value << (-shift);
        }

        return value;
    }

    template <bool Banker = false>
    inline int32_t mul_and_carry_shift(int32_t value, int32_t mul, uint8_t shift)
    {
        return (int32_t)carry_shift<int64_t, Banker>((int64_t)value * mul, shift);
    }

    template <uint8_t Bits>
    inline int32_t clamp(int32_t value)
    {
        auto min = std::numeric_limits<int32_t>::lowest() >> (32 - Bits);
        auto max = std::numeric_limits<int32_t>::max() >> (32 - Bits);
        return std::clamp(value, min, max);
    }

    template <class T>
    struct to_datatype
    {
    };

    template <>
    struct to_datatype<float>
    {
        static constexpr datatype_t type = dt_float32;
    };

    template <>
    struct to_datatype<uint8_t>
    {
        static constexpr datatype_t type = dt_uint8;
    };

    template <class T>
    inline constexpr datatype_t to_datatype_v = to_datatype<T>::type;
}
}