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[onert-micro] Support ArgMin and ArgMax kernel
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This PR adds supporting of ArgMin and ArgMax kernel.

ONE-DCO-1.0-Signed-off-by: Artem Balyshev <[email protected]>
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Artem Balyshev committed Jul 27, 2023
1 parent a733360 commit d4bbb5b
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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_ARG_MAX_KERNEL_FLOAT_H
#define LUCI_INTERPRETER_TEST_MODELS_ARG_MAX_KERNEL_FLOAT_H

#include "TestDataArgMaxBase.h"

namespace luci_interpreter
{
namespace test_kernel
{
namespace argmax_float
{

/*
* ArgMax Kernel:
*
* Input_1(4, 5) Input_2(scalar = 1)
* \ /
* ArgMax
* |
* Output(4)
*/
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,
0x48, 0x00, 0x00, 0x00, 0x78, 0x01, 0x00, 0x00, 0x94, 0x01, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
0x34, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00,
0x00, 0x00, 0x06, 0x00, 0x08, 0x00, 0x04, 0x00, 0x06, 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, 0x68, 0x00, 0x00, 0x00,
0x6c, 0x00, 0x00, 0x00, 0x70, 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, 0x28, 0x14, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00,
0x00, 0x00, 0x06, 0x00, 0x08, 0x00, 0x07, 0x00, 0x06, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x04,
0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x70, 0x00, 0x00, 0x00, 0x3c, 0x00, 0x00, 0x00,
0x04, 0x00, 0x00, 0x00, 0xd8, 0xff, 0xff, 0xff, 0x10, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x02, 0x14, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x61, 0x72, 0x67, 0x6d,
0x61, 0x78, 0x2f, 0x64, 0x69, 0x6d, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x14, 0x00,
0x10, 0x00, 0x0f, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0x0c, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
0x6f, 0x66, 0x6d, 0x00, 0x01, 0x00, 0x00, 0x00, 0x04, 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,
0x02, 0x00, 0x00, 0x00, 0x04, 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, 0x38, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x38, 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> input1_data = {
16.19906, 15.062998, 19.666464, -20.029007, -15.745727, 0.014214589, -6.178691,
7.236639, -4.1050725, 15.853367, -4.012241, -11.736127, -0.40098614, -17.605135,
-7.4517574, -0.11448864, 13.045483, 7.009659, 5.189774, -6.1986547};

const std::vector<int32_t> reference_output_data = {2, 4, 2, 1};

} // namespace argmax_float

class TestDataFloatArgMax : public TestDataArgMaxBase<float, int32_t>
{
public:
TestDataFloatArgMax()
{
_input1_data = argmax_float::input1_data;
_reference_output_data = argmax_float::reference_output_data;
_test_kernel_model_circle = argmax_float::test_kernel_model_circle;
}

~TestDataFloatArgMax() override = default;
};

} // namespace test_kernel
} // namespace luci_interpreter

#endif // LUCI_INTERPRETER_TEST_MODELS_ARG_MAX_KERNEL_FLOAT_H
Original file line number Diff line number Diff line change
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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_NEG_ARG_MAX_KERNEL_H
#define LUCI_INTERPRETER_TEST_MODELS_NEG_ARG_MAX_KERNEL_H

#include "TestDataArgMaxBase.h"

namespace luci_interpreter
{
namespace test_kernel
{
namespace wrong_output_type_arg_max
{

/*
* ArgMax Kernel with wrong output type (Float32):
*
* Input_1(4, 5) Input_2(scalar = 1)
* \ /
* ArgMax
* |
* Output(4) - Float32
*/
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,
0x48, 0x00, 0x00, 0x00, 0x74, 0x01, 0x00, 0x00, 0x90, 0x01, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
0x34, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00,
0x00, 0x00, 0x06, 0x00, 0x08, 0x00, 0x04, 0x00, 0x06, 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, 0x68, 0x00, 0x00, 0x00,
0x6c, 0x00, 0x00, 0x00, 0x70, 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, 0x28, 0x14, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00,
0x00, 0x00, 0x06, 0x00, 0x08, 0x00, 0x07, 0x00, 0x06, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x04,
0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x6c, 0x00, 0x00, 0x00, 0x3c, 0x00, 0x00, 0x00,
0x10, 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, 0x0a, 0x00, 0x00, 0x00, 0x61, 0x72, 0x67, 0x6d, 0x61, 0x78, 0x2f, 0x64,
0x69, 0x6d, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0xe0, 0xff, 0xff, 0xff, 0x0c, 0x00, 0x00, 0x00,
0x02, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x6f, 0x66, 0x6d, 0x00,
0x01, 0x00, 0x00, 0x00, 0x04, 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, 0x02, 0x00, 0x00, 0x00,
0x04, 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,
0x38, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x38, 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 wrong_output_type_arg_max

class TestDataOutputWrongOutputArgMax : public NegTestDataBase
{
public:
TestDataOutputWrongOutputArgMax()
{
_test_kernel_model_circle = wrong_output_type_arg_max::test_kernel_model_circle;
}

~TestDataOutputWrongOutputArgMax() 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_ARG_MAX_KERNEL_H
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@@ -0,0 +1,60 @@
/*
* 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_ARG_MAX_KERNEL_BASE_H
#define LUCI_INTERPRETER_TEST_MODELS_ARG_MAX_KERNEL_BASE_H

#include "luci_interpreter/test_models/TestDataBase.h"

namespace luci_interpreter
{
namespace test_kernel
{

template <typename T, typename O> class TestDataArgMaxBase : public TestDataBase<T, O>
{
public:
TestDataArgMaxBase() = 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 _input1_data;
default:
assert(false && "Wrong input index");
}
}

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

protected:
std::vector<T> _input1_data;
std::vector<O> _reference_output_data;
const unsigned char *_test_kernel_model_circle;
};

} // namespace test_kernel
} // namespace luci_interpreter

#endif // LUCI_INTERPRETER_TEST_MODELS_ARG_MAX_KERNEL_BASE_H
Original file line number Diff line number Diff line change
@@ -0,0 +1,95 @@
/*
* 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_ARG_MIN_KERNEL_FLOAT_H
#define LUCI_INTERPRETER_TEST_MODELS_ARG_MIN_KERNEL_FLOAT_H

#include "TestDataArgMinBase.h"

namespace luci_interpreter
{
namespace test_kernel
{
namespace argmin_float
{

/*
* ArgMin Kernel:
*
* Input_1(4, 5) Input_2(scalar = 1)
* \ /
* ArgMin
* |
* Output(4)
*/
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,
0x48, 0x00, 0x00, 0x00, 0x78, 0x01, 0x00, 0x00, 0x94, 0x01, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
0x34, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00,
0x00, 0x00, 0x06, 0x00, 0x08, 0x00, 0x04, 0x00, 0x06, 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, 0x68, 0x00, 0x00, 0x00,
0x6c, 0x00, 0x00, 0x00, 0x70, 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, 0x39, 0x14, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00,
0x00, 0x00, 0x06, 0x00, 0x08, 0x00, 0x07, 0x00, 0x06, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02,
0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x70, 0x00, 0x00, 0x00, 0x3c, 0x00, 0x00, 0x00,
0x04, 0x00, 0x00, 0x00, 0xd8, 0xff, 0xff, 0xff, 0x10, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x02, 0x14, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x61, 0x72, 0x67, 0x6d,
0x69, 0x6e, 0x2f, 0x64, 0x69, 0x6d, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x14, 0x00,
0x10, 0x00, 0x0f, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0x0c, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
0x6f, 0x66, 0x6d, 0x00, 0x01, 0x00, 0x00, 0x00, 0x04, 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,
0x02, 0x00, 0x00, 0x00, 0x04, 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, 0x4f, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x4f, 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> input1_data = {
16.19906, 15.062998, 19.666464, -20.029007, -15.745727, 0.014214589, -6.178691,
7.236639, -4.1050725, 15.853367, -4.012241, -11.736127, -0.40098614, -17.605135,
-7.4517574, -0.11448864, 13.045483, 7.009659, 5.189774, -6.1986547};

const std::vector<int32_t> reference_output_data = {3, 1, 3, 4};

} // namespace argmin_float

class TestDataFloatArgMin : public TestDataArgMinBase<float, int32_t>
{
public:
TestDataFloatArgMin()
{
_input1_data = argmin_float::input1_data;
_reference_output_data = argmin_float::reference_output_data;
_test_kernel_model_circle = argmin_float::test_kernel_model_circle;
}

~TestDataFloatArgMin() override = default;
};

} // namespace test_kernel
} // namespace luci_interpreter

#endif // LUCI_INTERPRETER_TEST_MODELS_ARG_MIN_KERNEL_FLOAT_H
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