blob: d769753486f04ccdf6b3cfb64c8ee786168a9f4b [file] [log] [blame]
/*
* Copyright (c) 2018-2020 Arm Limited.
*
* SPDX-License-Identifier: MIT
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to
* deal in the Software without restriction, including without limitation the
* rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
* sell copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in all
* copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
* SOFTWARE.
*/
#ifndef ARM_COMPUTE_TEST_WINOGRAD_INPUT_TRANSFORM_DATASET
#define ARM_COMPUTE_TEST_WINOGRAD_INPUT_TRANSFORM_DATASET
#include "utils/TypePrinter.h"
#include "arm_compute/core/Types.h"
namespace arm_compute
{
namespace test
{
namespace datasets
{
class WinogradInputTransformDataset
{
public:
using type = std::tuple<TensorShape, WinogradInfo>;
struct iterator
{
iterator(std::vector<TensorShape>::const_iterator in_it, std::vector<WinogradInfo>::const_iterator info_it)
: _in_it{ std::move(in_it) }, _info_it{ std::move(info_it) }
{
}
std::string description() const
{
std::stringstream description;
description << "In=" << *_in_it << ":";
description << "WinogradInfo=" << *_info_it;
return description.str();
}
WinogradInputTransformDataset::type operator*() const
{
return std::make_tuple(*_in_it, *_info_it);
}
iterator &operator++()
{
++_in_it;
++_info_it;
return *this;
}
private:
std::vector<TensorShape>::const_iterator _in_it;
std::vector<WinogradInfo>::const_iterator _info_it;
};
iterator begin() const
{
return iterator(_in_shapes.begin(), _infos.begin());
}
int size() const
{
return std::min(_in_shapes.size(), _infos.size());
}
void add_config(TensorShape in, WinogradInfo info)
{
_in_shapes.emplace_back(std::move(in));
_infos.emplace_back(std::move(info));
}
protected:
WinogradInputTransformDataset() = default;
WinogradInputTransformDataset(WinogradInputTransformDataset &&) = default;
private:
std::vector<TensorShape> _in_shapes{};
std::vector<WinogradInfo> _infos{};
};
class SmallWinogradInputTransformDataset2x2_3x3 final : public WinogradInputTransformDataset
{
public:
SmallWinogradInputTransformDataset2x2_3x3()
{
add_config(TensorShape(9U, 9U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(9U, 9U, 3U, 4U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
}
};
class SmallWinogradInputTransformDataset2x1_3x1 final : public WinogradInputTransformDataset
{
public:
SmallWinogradInputTransformDataset2x1_3x1()
{
add_config(TensorShape(9U, 9U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(9U, 9U, 3U, 4U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
}
};
class SmallWinogradInputTransformDataset1x2_1x3 final : public WinogradInputTransformDataset
{
public:
SmallWinogradInputTransformDataset1x2_1x3()
{
add_config(TensorShape(9U, 9U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(9U, 9U, 3U, 4U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
}
};
class SmallWinogradInputTransformDataset4x4_3x3 final : public WinogradInputTransformDataset
{
public:
SmallWinogradInputTransformDataset4x4_3x3()
{
add_config(TensorShape(1U, 9U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW));
add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(16U, 9U, 3U, 4U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
}
};
class SmallWinogradInputTransformDataset4x1_3x1 final : public WinogradInputTransformDataset
{
public:
SmallWinogradInputTransformDataset4x1_3x1()
{
add_config(TensorShape(1U, 9U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW));
add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(16U, 9U, 3U, 4U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
}
};
class SmallWinogradInputTransformDataset1x4_1x3 final : public WinogradInputTransformDataset
{
public:
SmallWinogradInputTransformDataset1x4_1x3()
{
add_config(TensorShape(1U, 9U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW));
add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(16U, 9U, 3U, 4U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
}
};
class SmallWinogradInputTransformDataset4x4_5x5 final : public WinogradInputTransformDataset
{
public:
SmallWinogradInputTransformDataset4x4_5x5()
{
add_config(TensorShape(1U, 9U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW));
add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(16U, 9U, 3U, 4U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
}
};
class SmallWinogradInputTransformDataset4x1_5x1 final : public WinogradInputTransformDataset
{
public:
SmallWinogradInputTransformDataset4x1_5x1()
{
add_config(TensorShape(1U, 9U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(27U, 13U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW));
add_config(TensorShape(16U, 9U, 3U, 4U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 2, 0), DataLayout::NCHW));
}
};
class SmallWinogradInputTransformDataset1x4_1x5 final : public WinogradInputTransformDataset
{
public:
SmallWinogradInputTransformDataset1x4_1x5()
{
add_config(TensorShape(1U, 9U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW));
add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW));
add_config(TensorShape(16U, 9U, 3U, 4U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW));
}
};
class SmallWinogradInputTransformDataset2x2_7x7 final : public WinogradInputTransformDataset
{
public:
SmallWinogradInputTransformDataset2x2_7x7()
{
add_config(TensorShape(1U, 13U), WinogradInfo(Size2D(2U, 2U), Size2D(7U, 7U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW));
add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(2U, 2U), Size2D(7U, 7U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(16U, 13U, 3U, 4U), WinogradInfo(Size2D(2U, 2U), Size2D(7U, 7U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
}
};
class SmallWinogradInputTransformDataset2x1_7x1 final : public WinogradInputTransformDataset
{
public:
SmallWinogradInputTransformDataset2x1_7x1()
{
add_config(TensorShape(1U, 31U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(27U, 13U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW));
add_config(TensorShape(16U, 31U, 3U, 4U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
}
};
class SmallWinogradInputTransformDataset1x2_1x7 final : public WinogradInputTransformDataset
{
public:
SmallWinogradInputTransformDataset1x2_1x7()
{
add_config(TensorShape(1U, 31U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW));
add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW));
add_config(TensorShape(16U, 31U, 3U, 4U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW));
}
};
class LargeWinogradInputTransformDataset2x2_3x3 final : public WinogradInputTransformDataset
{
public:
LargeWinogradInputTransformDataset2x2_3x3()
{
add_config(TensorShape(9U, 9U, 3U, 5U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(27U, 13U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(128U, 64U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(42U, 37U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(57U, 60U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(83U, 72U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
}
};
class LargeWinogradInputTransformDataset2x1_3x1 final : public WinogradInputTransformDataset
{
public:
LargeWinogradInputTransformDataset2x1_3x1()
{
add_config(TensorShape(9U, 9U, 3U, 5U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(27U, 13U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(128U, 64U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(42U, 37U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(57U, 60U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(83U, 72U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
}
};
class LargeWinogradInputTransformDataset1x2_1x3 final : public WinogradInputTransformDataset
{
public:
LargeWinogradInputTransformDataset1x2_1x3()
{
add_config(TensorShape(9U, 9U, 3U, 5U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(27U, 13U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(128U, 64U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(42U, 37U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(57U, 60U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(83U, 72U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
}
};
class LargeWinogradInputTransformDataset4x4_3x3 final : public WinogradInputTransformDataset
{
public:
LargeWinogradInputTransformDataset4x4_3x3()
{
add_config(TensorShape(9U, 9U, 3U, 5U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(27U, 13U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(128U, 64U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(42U, 37U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(57U, 60U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(83U, 72U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
}
};
class LargeWinogradInputTransformDataset4x1_3x1 final : public WinogradInputTransformDataset
{
public:
LargeWinogradInputTransformDataset4x1_3x1()
{
add_config(TensorShape(9U, 9U, 3U, 5U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(27U, 13U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(128U, 64U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(42U, 37U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(57U, 60U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(83U, 72U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
}
};
class LargeWinogradInputTransformDataset1x4_1x3 final : public WinogradInputTransformDataset
{
public:
LargeWinogradInputTransformDataset1x4_1x3()
{
add_config(TensorShape(9U, 9U, 3U, 5U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(27U, 13U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(128U, 64U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(42U, 37U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(57U, 60U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(83U, 72U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
}
};
class LargeWinogradInputTransformDataset4x4_5x5 final : public WinogradInputTransformDataset
{
public:
LargeWinogradInputTransformDataset4x4_5x5()
{
add_config(TensorShape(9U, 9U, 3U, 5U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(27U, 13U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(128U, 64U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(42U, 37U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(57U, 60U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(83U, 72U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
}
};
class LargeWinogradInputTransformDataset4x1_5x1 final : public WinogradInputTransformDataset
{
public:
LargeWinogradInputTransformDataset4x1_5x1()
{
add_config(TensorShape(9U, 9U, 3U, 5U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(27U, 13U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW));
add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(128U, 64U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW));
add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(14U, 14U), PadStrideInfo(1, 1, 2, 0), DataLayout::NCHW));
add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(42U, 37U), PadStrideInfo(1, 1, 2, 0), DataLayout::NCHW));
add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(57U, 60U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW));
add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(83U, 72U), PadStrideInfo(1, 1, 2, 0), DataLayout::NCHW));
}
};
class LargeWinogradInputTransformDataset1x4_1x5 final : public WinogradInputTransformDataset
{
public:
LargeWinogradInputTransformDataset1x4_1x5()
{
add_config(TensorShape(9U, 9U, 3U, 5U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW));
add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW));
add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(14U, 14U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW));
add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(42U, 37U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW));
add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(57U, 60U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW));
add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(83U, 72U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW));
}
};
class LargeWinogradInputTransformDataset1x2_1x7 final : public WinogradInputTransformDataset
{
public:
LargeWinogradInputTransformDataset1x2_1x7()
{
add_config(TensorShape(23U, 31U, 3U, 5U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW));
add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW));
add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(14U, 14U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW));
add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(42U, 37U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW));
add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(57U, 60U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW));
add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 7U), Size2D(83U, 72U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW));
}
};
class LargeWinogradInputTransformDataset2x1_7x1 final : public WinogradInputTransformDataset
{
public:
LargeWinogradInputTransformDataset2x1_7x1()
{
add_config(TensorShape(23U, 31U, 3U, 5U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW));
add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW));
add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(14U, 14U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW));
add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(42U, 37U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW));
add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(57U, 60U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW));
add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(2U, 1U), Size2D(7U, 1U), Size2D(83U, 72U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW));
}
};
class LargeWinogradInputTransformDataset2x2_7x7 final : public WinogradInputTransformDataset
{
public:
LargeWinogradInputTransformDataset2x2_7x7()
{
add_config(TensorShape(27U, 13U, 3U, 5U), WinogradInfo(Size2D(2U, 2U), Size2D(7U, 7U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(2U, 2U), Size2D(7U, 7U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW));
add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(2U, 2U), Size2D(7U, 7U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW));
add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(2U, 2U), Size2D(7U, 7U), Size2D(14U, 14U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW));
add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(2U, 2U), Size2D(7U, 7U), Size2D(42U, 37U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW));
add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(2U, 2U), Size2D(7U, 7U), Size2D(57U, 60U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW));
add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(2U, 2U), Size2D(7U, 7U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(2U, 2U), Size2D(7U, 7U), Size2D(83U, 72U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW));
}
};
} // namespace datasets
} // namespace test
} // namespace arm_compute
#endif /* ARM_COMPUTE_TEST_WINOGRAD_INPUT_TRANSFORM_DATASET */