common/operations/Multinomial.h

/*
 * 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.
 */

#ifndef ANDROID_FRAMEWORKS_ML_NN_COMMON_OPERATIONS_MULTINOMIAL_H
#define ANDROID_FRAMEWORKS_ML_NN_COMMON_OPERATIONS_MULTINOMIAL_H

#include <algorithm>
#include <cmath>
#include <vector>

#include "nnapi/Types.h"

namespace android {
namespace nn {

struct RunTimeOperandInfo;
struct Shape;

class Multinomial {
   public:
    Multinomial(const Operation& operation, RunTimeOperandInfo* operands);

    static bool Prepare(const Operation& operation, RunTimeOperandInfo* operands,
                        Shape* outputShape);
    bool Eval();

    static constexpr int kInputTensor = 0;
    static constexpr int kSampleCountParam = 1;
    static constexpr int kRandomSeedsTensor = 2;

    static constexpr int kOutputTensor = 0;

   private:
    void EvalFloat32(const float* inputData);

    RunTimeOperandInfo* input_;
    int sample_count_;
    RunTimeOperandInfo* random_seeds_;

    RunTimeOperandInfo* output_;
};

}  // namespace nn
}  // namespace android

#endif  // ANDROID_FRAMEWORKS_ML_NN_COMMON_OPERATIONS_MULTINOMIAL_H