FloatConv2DKernel.h

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/*
 * Copyright (c) 2024 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_CONV_2D_KERNEL_FLOAT_H
#define ONERT_MICRO_TEST_MODELS_CONV_2D_KERNEL_FLOAT_H
 
#include "TestDataConv2DBase.h"
 
namespace onert_micro
{
namespace test_model
{
namespace conv2d_float
{
 
/*
 * Conv2D Kernel:
 *
 * Input(1, 4, 3, 2)   Weight(1, 2, 2, 2)   Bias(2)
 *              \            |             /
 *               \           |            /
 *                    FullyConnected
 *                           |
 *                    Output(1, 2, 2, 2)
 */
 
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,
  0x9c, 0x00, 0x00, 0x00, 0x10, 0x02, 0x00, 0x00, 0x2c, 0x02, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00,
  0x88, 0x00, 0x00, 0x00, 0x7c, 0x00, 0x00, 0x00, 0x74, 0x00, 0x00, 0x00, 0x24, 0x00, 0x00, 0x00,
  0x04, 0x00, 0x00, 0x00, 0xea, 0xff, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00,
  0x00, 0x00, 0x80, 0x3f, 0x00, 0x00, 0x00, 0x40, 0x00, 0x00, 0x06, 0x00, 0x08, 0x00, 0x04, 0x00,
  0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x40, 0x00, 0x00, 0x00, 0x00, 0x00, 0x80, 0x3f,
  0x00, 0x00, 0x00, 0x40, 0x00, 0x00, 0x40, 0xc0, 0x00, 0x00, 0x80, 0xc0, 0x00, 0x00, 0xa0, 0xc0,
  0x00, 0x00, 0xc0, 0x40, 0x00, 0x00, 0xe0, 0xc0, 0x00, 0x00, 0x00, 0x41, 0x00, 0x00, 0x80, 0x40,
  0x00, 0x00, 0x00, 0xc0, 0x00, 0x00, 0x40, 0x40, 0x00, 0x00, 0x80, 0xbf, 0x00, 0x00, 0x00, 0xc1,
  0x00, 0x00, 0xc0, 0xc0, 0x00, 0x00, 0xe0, 0x40, 0x00, 0x00, 0xa0, 0x40, 0xf8, 0xff, 0xff, 0xff,
  0xfc, 0xff, 0xff, 0xff, 0x04, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00, 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,
  0x7c, 0x00, 0x00, 0x00, 0x80, 0x00, 0x00, 0x00, 0x84, 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, 0x01, 0x18, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00,
  0x2c, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x14, 0x00, 0x13, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x07, 0x00,
  0x0c, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
  0x00, 0x00, 0x00, 0x01, 0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
  0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
  0x03, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
  0x98, 0x00, 0x00, 0x00, 0x5c, 0x00, 0x00, 0x00, 0x34, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
  0x84, 0xff, 0xff, 0xff, 0x0c, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00,
  0x03, 0x00, 0x00, 0x00, 0x6f, 0x66, 0x6d, 0x00, 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
  0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0xb0, 0xff, 0xff, 0xff,
  0x0c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
  0x62, 0x69, 0x61, 0x73, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
  0xd4, 0xff, 0xff, 0xff, 0x0c, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00,
  0x03, 0x00, 0x00, 0x00, 0x6b, 0x65, 0x72, 0x00, 0x04, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
  0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x10, 0x00,
  0x0c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00,
  0x01, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x69, 0x66, 0x6d, 0x00,
  0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
  0x02, 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, 0x03, 0x00, 0x00, 0x00,
  0x00, 0x00, 0x00, 0x03, 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 std::vector<float> input_data = {
  18.776451, 25.97969,   -9.277071, -3.5493946, 12.334248, 5.50226,   -2.224743,  -7.2292213,
  10.259663, -1.0846977, 15.823856, 3.3193378,  4.9413986, 4.3529205, -10.353054, 3.7166824,
  27.324902, -6.2231064, 10.370632, 22.661959,  20.206001, 8.245907,  9.984943,   21.379955};
 
const std::vector<float> reference_output_data = {1.0177879, 128.43202, 0.0, 55.28556,
                                                  39.483513, 0.0,       0.0, 7.0231743};
 
} // namespace conv2d_float
 
class TestDataFloatConv2D : public TestDataConv2DBase<float>
{
public:
  TestDataFloatConv2D()
  {
    _input_data = conv2d_float::input_data;
    _reference_output_data = conv2d_float::reference_output_data;
    _test_kernel_model_circle = conv2d_float::test_kernel_model_circle;
  }
 
  ~TestDataFloatConv2D() override = default;
};
 
} // namespace test_model
} // namespace onert_micro
 
#endif // ONERT_MICRO_TEST_MODELS_CONV_2D_KERNEL_FLOAT_H