tests/datasets/SmallGEMMLowpDataset.h

/*
 * Copyright (c) 2017-2021 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
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 */
#ifndef ARM_COMPUTE_TEST_SMALL_GEMMLOWP_DATASET
#define ARM_COMPUTE_TEST_SMALL_GEMMLOWP_DATASET

#include "tests/datasets/GEMMLowpDataset.h"

#include "utils/TypePrinter.h"

#include "arm_compute/core/TensorShape.h"
#include "arm_compute/core/Types.h"

namespace arm_compute
{
namespace test
{
namespace datasets
{
class SmallGEMMLowpDataset final : public GEMMLowpDataset
{
public:
    SmallGEMMLowpDataset()
    {
        add_config(TensorShape(21U, 1U), TensorShape(1U, 21U), TensorShape(1U, 1U), 0, 0);
        add_config(TensorShape(21U, 13U), TensorShape(33U, 21U), TensorShape(33U, 13U), 0, 0);
        add_config(TensorShape(31U, 3U), TensorShape(72U, 31U), TensorShape(72U, 3U), -2, 13);
        add_config(TensorShape(52U, 13U), TensorShape(33U, 52U), TensorShape(33U, 13U), 0, 4);
        add_config(TensorShape(52U, 26U), TensorShape(33U, 52U), TensorShape(33U, 26U), -2, 0);
        add_config(TensorShape(31U, 27U), TensorShape(23U, 31U), TensorShape(23U, 27U), 5, 13);
        add_config(TensorShape(38U, 43U), TensorShape(21U, 38U), TensorShape(21U, 43U), -3, -2);
        add_config(TensorShape(32U, 72U), TensorShape(17U, 32U), TensorShape(17U, 72U), -9, 1);
    }
};
class SmallGEMMLowpOutput3DDataset final : public GEMMLowpDataset
{
public:
    SmallGEMMLowpOutput3DDataset()
    {
        add_config(TensorShape(21U, 14U), TensorShape(34U, 21U), TensorShape(34U, 7U, 2U), 0, 0);
        add_config(TensorShape(31U, 1U), TensorShape(3U, 31U), TensorShape(3U, 1U, 1U), -2, 13);
        add_config(TensorShape(38U, 12U), TensorShape(1U, 38U), TensorShape(1U, 4U, 3U), 0, 4);
        add_config(TensorShape(16U, 16U), TensorShape(11U, 16U), TensorShape(11U, 8U, 2U), 2, -1);
        add_config(TensorShape(16U, 16U, 5U), TensorShape(13U, 16U, 5U), TensorShape(13U, 8U, 2U, 5U), -3, 2);
    }
};
class SmallGEMMLowpInputOutput3DDataset final : public GEMMLowpDataset
{
public:
    SmallGEMMLowpInputOutput3DDataset()
    {
        add_config(TensorShape(21U, 14U, 13U), TensorShape(34U, 21U), TensorShape(34U, 14U, 13U), 0, 0);
        add_config(TensorShape(31U, 1U, 3U), TensorShape(1U, 31U), TensorShape(1U, 1U, 3U), 0, 0);
        add_config(TensorShape(38U, 12U, 2U), TensorShape(21U, 38U), TensorShape(21U, 12U, 2U), -2, 13);
        add_config(TensorShape(16U, 16U, 3U, 2U), TensorShape(15U, 16U), TensorShape(15U, 16U, 3U, 2U), -2, 0);
        add_config(TensorShape(16U, 16U, 5U, 3U), TensorShape(8U, 16U), TensorShape(8U, 16U, 5U, 3U), -9, 1);
    }
};

class SmallGEMMLowpBatchedMatMulDataset final : public GEMMLowpDataset
{
public:
    SmallGEMMLowpBatchedMatMulDataset()
    {
        add_config(TensorShape(4U, 3U), TensorShape(2U, 4U), TensorShape(2U, 3U), 0, 0);
        add_config(TensorShape(12U, 15U), TensorShape(7U, 12U), TensorShape(7U, 15U), 0, 0);
        add_config(TensorShape(59U, 17U), TensorShape(36U, 59U), TensorShape(36U, 17U), -2, 13);
        add_config(TensorShape(2U, 4U, 3U), TensorShape(5U, 2U, 3U), TensorShape(5U, 4U, 3U), -2, 0);
        add_config(TensorShape(15U, 7U, 36U), TensorShape(29U, 15U, 36U), TensorShape(29U, 7U, 36U), -9, 1);
        add_config(TensorShape(56U, 17U, 32U), TensorShape(5U, 56U, 32U), TensorShape(5U, 17U, 32U), -3, 2);
        add_config(TensorShape(13U, 256U, 32U), TensorShape(19U, 13U, 32U), TensorShape(19U, 256U, 32U), 5, 13);
    }
};

} // namespace datasets
} // namespace test
} // namespace arm_compute
#endif /* ARM_COMPUTE_TEST_SMALL_GEMMLOWP_DATASET */