ReduceProdKernel.h

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/*
 * Copyright (c) 2023 Samsung Electronics Co., Ltd. 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 ONERT_MICRO_TEST_MODELS_REDUCE_PROD_KERNEL_H
#define ONERT_MICRO_TEST_MODELS_REDUCE_PROD_KERNEL_H
 
#include "TestDataReduceProdBase.h"
 
namespace onert_micro
{
namespace test_model
{
namespace reduce_prod_float
{
/*
 * ReduceProd Kernel:
 *
 * Input(5, 5)   Axis(1)
 *       \       /
 *      ReduceProd(keep_dims=false)
 *          |
 *      Output(5)
 */
const unsigned char test_kernel_model_circle[] = {
  0x18, 0x00, 0x00, 0x00, 0x43, 0x49, 0x52, 0x30, 0x00, 0x00, 0x0e, 0x00, 0x14, 0x00, 0x00, 0x00,
  0x0c, 0x00, 0x08, 0x00, 0x10, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
  0xd0, 0x00, 0x00, 0x00, 0x20, 0x02, 0x00, 0x00, 0x3c, 0x02, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
  0xbc, 0x00, 0x00, 0x00, 0xb4, 0x00, 0x00, 0x00, 0xa0, 0x00, 0x00, 0x00, 0x90, 0x00, 0x00, 0x00,
  0x6c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x76, 0xff, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
  0x58, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00,
  0x08, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0c, 0x00,
  0x08, 0x00, 0x07, 0x00, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x04, 0x00, 0x00, 0x00,
  0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00,
  0x0a, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
  0x06, 0x00, 0x00, 0x00, 0x32, 0x2e, 0x31, 0x31, 0x2e, 0x30, 0x00, 0x00, 0xda, 0xff, 0xff, 0xff,
  0x04, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x31, 0x2e, 0x31, 0x31, 0x2e, 0x30, 0x00, 0x00,
  0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x04, 0x00, 0x06, 0x00, 0x04, 0x00, 0x00, 0x00,
  0x00, 0x00, 0x06, 0x00, 0x08, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
  0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0xc8, 0xfe, 0xff, 0xff, 0xcc, 0xfe, 0xff, 0xff,
  0x01, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x18, 0x00, 0x14, 0x00,
  0x10, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00,
  0x1c, 0x00, 0x00, 0x00, 0x5c, 0x00, 0x00, 0x00, 0x60, 0x00, 0x00, 0x00, 0x64, 0x00, 0x00, 0x00,
  0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
  0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x14, 0x00, 0x00, 0x00, 0x10, 0x00, 0x0c, 0x00,
  0x07, 0x00, 0x08, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x1b, 0x0c, 0x00, 0x00, 0x00,
  0x0c, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x38, 0xff, 0xff, 0xff, 0x01, 0x00, 0x00, 0x00,
  0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
  0x01, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
  0x03, 0x00, 0x00, 0x00, 0x88, 0x00, 0x00, 0x00, 0x44, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
  0x92, 0xff, 0xff, 0xff, 0x10, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
  0x14, 0x00, 0x00, 0x00, 0x84, 0xff, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00, 0x50, 0x72, 0x6f, 0x64,
  0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00,
  0x18, 0x00, 0x14, 0x00, 0x13, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00,
  0x14, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02,
  0x14, 0x00, 0x00, 0x00, 0xc4, 0xff, 0xff, 0xff, 0x05, 0x00, 0x00, 0x00, 0x43, 0x6f, 0x6e, 0x73,
  0x74, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00,
  0x14, 0x00, 0x10, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00,
  0x14, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00,
  0x04, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x50, 0x6c, 0x61, 0x63,
  0x65, 0x68, 0x6f, 0x6c, 0x64, 0x65, 0x72, 0x00, 0x02, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00,
  0x05, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x0c, 0x00,
  0x0b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x51, 0x00, 0x00, 0x00,
  0x00, 0x00, 0x00, 0x51, 0x11, 0x00, 0x00, 0x00, 0x4f, 0x4e, 0x45, 0x2d, 0x74, 0x66, 0x6c, 0x69,
  0x74, 0x65, 0x32, 0x63, 0x69, 0x72, 0x63, 0x6c, 0x65, 0x00, 0x00, 0x00};
const unsigned char test_kernel_model_circle[] = {…};
 
const std::vector<float> input_data = {11.411349,  -16.127048, 2.1805973,  2.4134026,   -24.384453,
                                       7.066084,   -2.4375877, -6.3261166, 12.296496,   -5.2269707,
                                       -1.1958504, 39.85154,   11.011908,  -15.1922455, -5.623905,
                                       12.9133,    17.127638,  -5.8921337, 32.048306,   -1.0499363,
                                       3.921646,   -0.9553833, 0.16646576, -19.362396,  2.1621552};
const std::vector<float> input_data = {11.411349,  -16.127048, 2.1805973,  2.4134026,   -24.384453, {…};
 
const std::vector<float> reference_output_data = {-4.8831299e+03, -2.5635121e+04, 1.4899535e+02,
                                                  2.7976750e+05, 1.6272373e+03};
const std::vector<float> reference_output_data = {-4.8831299e+03, -2.5635121e+04, 1.4899535e+02, {…};
} // namespace reduce_prod_float
namespace reduce_prod_float {…}
 
namespace reduce_prod_int
{
/*
 * ReduceProd Kernel:
 *
 * Input(5, 5)   Axis(1)
 *       \       /
 *      ReduceProd(keep_dims=false)
 *          |
 *      Output(5)
 */
const unsigned char test_kernel_model_circle[] = {
  0x18, 0x00, 0x00, 0x00, 0x43, 0x49, 0x52, 0x30, 0x00, 0x00, 0x0e, 0x00, 0x14, 0x00, 0x00, 0x00,
  0x0c, 0x00, 0x08, 0x00, 0x10, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
  0xd0, 0x00, 0x00, 0x00, 0x18, 0x02, 0x00, 0x00, 0x34, 0x02, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
  0xbc, 0x00, 0x00, 0x00, 0xb4, 0x00, 0x00, 0x00, 0xa0, 0x00, 0x00, 0x00, 0x90, 0x00, 0x00, 0x00,
  0x6c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x76, 0xff, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
  0x58, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00,
  0x08, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0c, 0x00,
  0x08, 0x00, 0x07, 0x00, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x04, 0x00, 0x00, 0x00,
  0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00,
  0x0a, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
  0x06, 0x00, 0x00, 0x00, 0x32, 0x2e, 0x31, 0x31, 0x2e, 0x30, 0x00, 0x00, 0xda, 0xff, 0xff, 0xff,
  0x04, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x31, 0x2e, 0x31, 0x31, 0x2e, 0x30, 0x00, 0x00,
  0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x04, 0x00, 0x06, 0x00, 0x04, 0x00, 0x00, 0x00,
  0x00, 0x00, 0x06, 0x00, 0x08, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
  0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0xd0, 0xfe, 0xff, 0xff, 0xd4, 0xfe, 0xff, 0xff,
  0x01, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x18, 0x00, 0x14, 0x00,
  0x10, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00,
  0x1c, 0x00, 0x00, 0x00, 0x5c, 0x00, 0x00, 0x00, 0x60, 0x00, 0x00, 0x00, 0x64, 0x00, 0x00, 0x00,
  0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
  0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x14, 0x00, 0x00, 0x00, 0x10, 0x00, 0x0c, 0x00,
  0x07, 0x00, 0x08, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x1b, 0x0c, 0x00, 0x00, 0x00,
  0x0c, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x40, 0xff, 0xff, 0xff, 0x01, 0x00, 0x00, 0x00,
  0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
  0x01, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
  0x03, 0x00, 0x00, 0x00, 0x7c, 0x00, 0x00, 0x00, 0x38, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
  0x9e, 0xff, 0xff, 0xff, 0x14, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
  0x00, 0x00, 0x00, 0x02, 0x14, 0x00, 0x00, 0x00, 0x90, 0xff, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
  0x50, 0x72, 0x6f, 0x64, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00,
  0xce, 0xff, 0xff, 0xff, 0x14, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
  0x00, 0x00, 0x00, 0x02, 0x14, 0x00, 0x00, 0x00, 0xc0, 0xff, 0xff, 0xff, 0x05, 0x00, 0x00, 0x00,
  0x43, 0x6f, 0x6e, 0x73, 0x74, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
  0x00, 0x00, 0x0e, 0x00, 0x18, 0x00, 0x14, 0x00, 0x13, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00,
  0x0e, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
  0x00, 0x00, 0x00, 0x02, 0x1c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00,
  0x0b, 0x00, 0x00, 0x00, 0x50, 0x6c, 0x61, 0x63, 0x65, 0x68, 0x6f, 0x6c, 0x64, 0x65, 0x72, 0x00,
  0x02, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
  0x10, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x0c, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x04, 0x00,
  0x0c, 0x00, 0x00, 0x00, 0x51, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x51, 0x11, 0x00, 0x00, 0x00,
  0x4f, 0x4e, 0x45, 0x2d, 0x74, 0x66, 0x6c, 0x69, 0x74, 0x65, 0x32, 0x63, 0x69, 0x72, 0x63, 0x6c,
  0x65, 0x00, 0x00, 0x00};
const unsigned char test_kernel_model_circle[] = {…};
 
const std::vector<int32_t> input_data = {-2, -3, -5, 15, -11, 5, 5,   5,  7,  15, -12, 5, 5,
                                         -3, 15, 22, -5, 24,  5, -13, -6, -4, -5, -3,  24};
const std::vector<int32_t> input_data = {-2, -3, -5, 15, -11, 5, 5,   5,  7,  15, -12, 5, 5, {…};
 
const std::vector<int32_t> reference_output_data = {-15840, -1500, 15000, 4725, 772200};
} // namespace reduce_prod_int
namespace reduce_prod_int {…}
 
class TestDataFloatReduceProd : public TestDataReduceProdBase<float>
{
public:
  TestDataFloatReduceProd()
  {
    _input_data = reduce_prod_float::input_data;
    _reference_output_data = reduce_prod_float::reference_output_data;
    _test_kernel_model_circle = reduce_prod_float::test_kernel_model_circle;
  }
  TestDataFloatReduceProd() {…}
 
  ~TestDataFloatReduceProd() override = default;
};
class TestDataFloatReduceProd : public TestDataReduceProdBase<float> {…};
 
class TestDataIntReduceProd : public TestDataReduceProdBase<int32_t>
{
public:
  TestDataIntReduceProd()
  {
    _input_data = reduce_prod_int::input_data;
    _reference_output_data = reduce_prod_int::reference_output_data;
    _test_kernel_model_circle = reduce_prod_int::test_kernel_model_circle;
  }
  TestDataIntReduceProd() {…}
 
  ~TestDataIntReduceProd() override = default;
};
class TestDataIntReduceProd : public TestDataReduceProdBase<int32_t> {…};
 
} // namespace test_model
} // namespace onert_micro
 
#endif // ONERT_MICRO_TEST_MODELS_REDUCE_PROD_KERNEL_H