FloatTransposeConvKernel.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_FLOAT_TRANSPOSE_CONV_KERNEL_H
#define ONERT_MICRO_TEST_MODELS_FLOAT_TRANSPOSE_CONV_KERNEL_H
 
#include "TestDataTransposeConvBase.h"
 
namespace onert_micro
{
namespace test_model
{
namespace transpose_conv_float
{
/*
 * TransposeConv Kernel:
 *
 * Input(1, 4, 4, 2)      Weights(1, 3, 3, 2)
 *            |           |
 *            TransposeConv
 *                  |
 *           Output(1, 4, 4, 1)
 */
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,
  0xac, 0x00, 0x00, 0x00, 0x2c, 0x02, 0x00, 0x00, 0x48, 0x02, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00,
  0x98, 0x00, 0x00, 0x00, 0x8c, 0x00, 0x00, 0x00, 0x84, 0x00, 0x00, 0x00, 0x64, 0x00, 0x00, 0x00,
  0x04, 0x00, 0x00, 0x00, 0xaa, 0xff, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00, 0x48, 0x00, 0x00, 0x00,
  0x00, 0x00, 0x80, 0x3f, 0x00, 0x00, 0x00, 0x40, 0x00, 0x00, 0x40, 0xc0, 0x00, 0x00, 0x80, 0xc0,
  0x00, 0x00, 0xa0, 0x40, 0x00, 0x00, 0xc0, 0xc0, 0x00, 0x00, 0xe0, 0x40, 0x00, 0x00, 0x00, 0x41,
  0x00, 0x00, 0x10, 0xc1, 0x00, 0x00, 0x20, 0xc1, 0x00, 0x00, 0x30, 0x41, 0x00, 0x00, 0x40, 0xc1,
  0x00, 0x00, 0x50, 0x41, 0x00, 0x00, 0x60, 0x41, 0x00, 0x00, 0x70, 0xc1, 0x00, 0x00, 0x80, 0xc1,
  0x00, 0x00, 0x88, 0x41, 0x00, 0x00, 0x90, 0xc1, 0x00, 0x00, 0x06, 0x00, 0x08, 0x00, 0x04, 0x00,
  0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
  0x04, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 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,
  0x74, 0x00, 0x00, 0x00, 0x78, 0x00, 0x00, 0x00, 0x7c, 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, 0x16, 0x00, 0x00, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x07, 0x00, 0x08, 0x00,
  0x0e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x31, 0x18, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
  0x24, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x04, 0x00,
  0x0a, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 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,
  0x02, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0xac, 0x00, 0x00, 0x00, 0x70, 0x00, 0x00, 0x00,
  0x34, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0xa8, 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, 0x04, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
  0x01, 0x00, 0x00, 0x00, 0xd4, 0xff, 0xff, 0xff, 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, 0x04, 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, 0x04, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
  0x6b, 0x65, 0x72, 0x00, 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
  0x03, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x14, 0x00, 0x10, 0x00, 0x0f, 0x00,
  0x08, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
  0x00, 0x00, 0x00, 0x02, 0x14, 0x00, 0x00, 0x00, 0x09, 0x00, 0x00, 0x00, 0x6f, 0x75, 0x74, 0x5f,
  0x73, 0x68, 0x61, 0x70, 0x65, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x04, 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, 0x43, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x43,
  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 = {
  9.050506,   24.50502,  -2.1620092, -10.667578, -6.026517,    0.45524502, -9.493163, 11.918655,
  0.89637375, 4.3721895, 15.263344,  4.124815,   -0.085579395, 12.434898,  8.761413,  -0.016460419,
  14.467015,  7.194871,  8.063942,   -1.125905,  -3.0618992,   7.227646,   9.65494,   -7.4324093,
  1.7922368,  2.179245,  2.5192776,  -8.438859,  5.4460173,    3.9627461,  5.714366,  -0.14670324};
const std::vector<float> reference_output_data = {
  -423.64435, -166.1708,  193.6256,  -206.75839, -683.60583, -257.56488, 359.98495, -445.70508,
  -10.393387, -102.10723, 203.30502, -502.5265,  -330.8531,  199.97214,  188.26364, -245.66447};
 
} // namespace transpose_conv_float
 
class TestDataFloatTransposeConv : public TestDataTransposeConvBase<float>
{
public:
  TestDataFloatTransposeConv()
  {
    _input_data = transpose_conv_float::input_data;
    _reference_output_data = transpose_conv_float::reference_output_data;
    _test_kernel_model_circle = transpose_conv_float::test_kernel_model_circle;
  }
 
  ~TestDataFloatTransposeConv() override = default;
};
 
} // namespace test_model
} // namespace onert_micro
 
#endif // ONERT_MICRO_TEST_MODELS_FLOAT_TRANSPOSE_CONV_KERNEL_H