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[onert-micro] Add float TransposeConv kernel #11567

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Sep 21, 2023
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[onert-micro] Add float TransposeConv kernel #11567

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8 changes: 4 additions & 4 deletions onert-micro/luci-interpreter/include/luci_interpreter/test_models/conv2d/NegConv2DKernel.h
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Original file line number Diff line number Diff line change
Expand Up @@ -209,15 +209,15 @@ class NegTestDataWrongBiasTypeConv2DKernel : public NegTestDataBase
const unsigned char *_test_kernel_model_circle;
};

class NegTestDataInvalidInputTypeConv2DKernel : public NegTestDataBase
class NegTestDataInvalidInputShapeConv2DKernel : public NegTestDataBase
{
public:
NegTestDataInvalidInputTypeConv2DKernel()
NegTestDataInvalidInputShapeConv2DKernel()
{
_test_kernel_model_circle = neg_conv2d_bias_wrong_type::test_kernel_model_circle;
_test_kernel_model_circle = neg_conv2d_invalid_input_shape::test_kernel_model_circle;
}

~NegTestDataInvalidInputTypeConv2DKernel() override = default;
~NegTestDataInvalidInputShapeConv2DKernel() override = default;
Comment on lines +212 to +220
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Note: also fixes naming in NegConv2D tests. Here should be test for invalid shape


const unsigned char *get_model_ptr() override final { return _test_kernel_model_circle; }

Expand Down
107 changes: 107 additions & 0 deletions ...nterpreter/include/luci_interpreter/test_models/transpose_conv/FloatTransposeConvKernel.h
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Original file line number Diff line number Diff line change
@@ -0,0 +1,107 @@
/*
* 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 LUCI_INTERPRETER_TEST_MODELS_FLOAT_TRANSPOSE_CONV_KERNEL_H
#define LUCI_INTERPRETER_TEST_MODELS_FLOAT_TRANSPOSE_CONV_KERNEL_H

#include "TestDataTransposeConvBase.h"

namespace luci_interpreter
{
namespace test_kernel
{
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_kernel
} // namespace luci_interpreter

#endif // LUCI_INTERPRETER_TEST_MODELS_FLOAT_TRANSPOSE_CONV_KERNEL_H
174 changes: 174 additions & 0 deletions ...-interpreter/include/luci_interpreter/test_models/transpose_conv/NegTransposeConvKernel.h
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@@ -0,0 +1,174 @@
/*
* 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 LUCI_INTERPRETER_TEST_MODELS_NEG_TRANSPOSE_CONV_KERNEL_H
#define LUCI_INTERPRETER_TEST_MODELS_NEG_TRANSPOSE_CONV_KERNEL_H

#include "TestDataTransposeConvBase.h"

namespace luci_interpreter
{
namespace test_kernel
{
namespace neg_transpose_conv_input_type_mismatch
{

/*
* TransposeConv Kernel with input type mismatch (input_type should be equal to weight_type):
*
* Input(1, 4, 4, 2) - Float32 Weight(1, 3, 3, 2) - Int32
* \ /
* \ /
* 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, 0x30, 0x02, 0x00, 0x00, 0x4c, 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,
0x01, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0xfd, 0xff, 0xff, 0xff, 0xfc, 0xff, 0xff, 0xff,
0x05, 0x00, 0x00, 0x00, 0xfa, 0xff, 0xff, 0xff, 0x07, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00,
0xf7, 0xff, 0xff, 0xff, 0xf6, 0xff, 0xff, 0xff, 0x0b, 0x00, 0x00, 0x00, 0xf4, 0xff, 0xff, 0xff,
0x0d, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x00, 0x00, 0xf1, 0xff, 0xff, 0xff, 0xf0, 0xff, 0xff, 0xff,
0x11, 0x00, 0x00, 0x00, 0xee, 0xff, 0xff, 0xff, 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, 0xb0, 0x00, 0x00, 0x00, 0x70, 0x00, 0x00, 0x00,
0x40, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0xd4, 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, 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, 0x04, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0xd0, 0xff, 0xff, 0xff,
0x10, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 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};
} // namespace neg_transpose_conv_input_type_mismatch

namespace neg_transpose_conv_invalid_input_shape
{
/*
* TransposeConv Kernel with input type mismatch (input_type should be equal to weight_type):
*
* Input(1, 1, 4, 4, 2) - Float32 Weight(1, 3, 3, 2) - Float32
* \ /
* \ /
* 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, 0x30, 0x02, 0x00, 0x00, 0x4c, 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,
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0xfc, 0xff, 0xff, 0xff, 0x04, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
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0x74, 0x65, 0x32, 0x63, 0x69, 0x72, 0x63, 0x6c, 0x65, 0x00, 0x00, 0x00};
} // namespace neg_transpose_conv_invalid_input_shape

class NegTestDataInputMismatchTransposeConvKernel : public NegTestDataBase
{
public:
NegTestDataInputMismatchTransposeConvKernel()
{
_test_kernel_model_circle = neg_transpose_conv_input_type_mismatch::test_kernel_model_circle;
}

~NegTestDataInputMismatchTransposeConvKernel() override = default;

const unsigned char *get_model_ptr() override final { return _test_kernel_model_circle; }

protected:
const unsigned char *_test_kernel_model_circle;
};

class NegTestDataInvalidInputShapeTransposeConvKernel : public NegTestDataBase
{
public:
NegTestDataInvalidInputShapeTransposeConvKernel()
{
_test_kernel_model_circle = neg_transpose_conv_invalid_input_shape::test_kernel_model_circle;
}

~NegTestDataInvalidInputShapeTransposeConvKernel() override = default;

const unsigned char *get_model_ptr() override final { return _test_kernel_model_circle; }

protected:
const unsigned char *_test_kernel_model_circle;
};

} // namespace test_kernel
} // namespace luci_interpreter

#endif // LUCI_INTERPRETER_TEST_MODELS_NEG_TRANSPOSE_CONV_KERNEL_H
60 changes: 60 additions & 0 deletions ...terpreter/include/luci_interpreter/test_models/transpose_conv/TestDataTransposeConvBase.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 LUCI_INTERPRETER_TEST_MODELS_TRANSPOSE_CONV_KERNEL_BASE_H
#define LUCI_INTERPRETER_TEST_MODELS_TRANSPOSE_CONV_KERNEL_BASE_H

#include "luci_interpreter/test_models/TestDataBase.h"

namespace luci_interpreter
{
namespace test_kernel
{

template <typename T> class TestDataTransposeConvBase : public TestDataBase<T>
{
public:
TestDataTransposeConvBase() = default;

const unsigned char *get_model_ptr() override final { return _test_kernel_model_circle; }

const std::vector<T> &get_input_data_by_index(int i) override final
{
switch (i)
{
case 0:
return _input_data;
default:
assert(false && "Wrong input index");
}
}

const std::vector<T> &get_output_data_by_index(int i) override final
{
assert(i == 0);
return _reference_output_data;
}

protected:
std::vector<T> _input_data;
std::vector<T> _reference_output_data;
const unsigned char *_test_kernel_model_circle;
};

} // namespace test_kernel
} // namespace luci_interpreter

#endif // LUCI_INTERPRETER_TEST_MODELS_TRANSPOSE_CONV_KERNEL_BASE_H
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