/* * Copyright (c) 2018 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. */ #include "Comparisons.h" #include "arm_compute/core/Types.h" #include "tests/validation/Helpers.h" namespace arm_compute { namespace test { namespace validation { namespace reference { namespace { template uint8_t compare_op(ComparisonOperation op, T src1, T src2) { uint8_t result = 0; switch(op) { case ComparisonOperation::Equal: result = static_cast(src1 == src2); break; case ComparisonOperation::NotEqual: result = static_cast(src1 != src2); break; case ComparisonOperation::GreaterEqual: result = static_cast(src1 >= src2); break; case ComparisonOperation::Greater: result = static_cast(src1 > src2); break; case ComparisonOperation::LessEqual: result = static_cast(src1 <= src2); break; case ComparisonOperation::Less: result = static_cast(src1 < src2); break; default: ARM_COMPUTE_ERROR("Unsupported operation"); } return (result != 0) ? 255 : 0; } template struct BroadcastUnroll { template static void unroll(ComparisonOperation op, const SimpleTensor &src1, const SimpleTensor &src2, SimpleTensor &dst, Coordinates &id_src1, Coordinates &id_src2, Coordinates &id_dst) { const bool src1_is_broadcast = (src1.shape()[dim - 1] != dst.shape()[dim - 1]); const bool src2_is_broadcast = (src2.shape()[dim - 1] != dst.shape()[dim - 1]); id_src1.set(dim - 1, 0); id_src2.set(dim - 1, 0); id_dst.set(dim - 1, 0); for(size_t i = 0; i < dst.shape()[dim - 1]; ++i, ++id_dst[dim - 1]) { BroadcastUnroll < dim - 1 >::unroll(op, src1, src2, dst, id_src1, id_src2, id_dst); id_src1[dim - 1] += !src1_is_broadcast; id_src2[dim - 1] += !src2_is_broadcast; } } }; template <> struct BroadcastUnroll<0> { template static void unroll(ComparisonOperation op, const SimpleTensor &src1, const SimpleTensor &src2, SimpleTensor &dst, Coordinates &id_src1, Coordinates &id_src2, Coordinates &id_dst) { dst[coord2index(dst.shape(), id_dst)] = compare_op(op, src1[coord2index(src1.shape(), id_src1)], src2[coord2index(src2.shape(), id_src2)]); } }; } // namespace template SimpleTensor compare(ComparisonOperation op, const SimpleTensor &src1, const SimpleTensor &src2) { SimpleTensor dst(TensorShape::broadcast_shape(src1.shape(), src2.shape()), DataType::U8); Coordinates id_src1, id_src2, id_dst; BroadcastUnroll::unroll(op, src1, src2, dst, id_src1, id_src2, id_dst); return dst; } template <> SimpleTensor compare(ComparisonOperation op, const SimpleTensor &src1, const SimpleTensor &src2) { SimpleTensor dst(TensorShape::broadcast_shape(src1.shape(), src2.shape()), DataType::U8); if(src1.data_type() == DataType::QASYMM8) { SimpleTensor src1_tmp = convert_from_asymmetric(src1); SimpleTensor src2_tmp = convert_from_asymmetric(src2); Coordinates id_src1, id_src2, id_dst; BroadcastUnroll::unroll(op, src1_tmp, src2_tmp, dst, id_src1, id_src2, id_dst); } else { // DataType::U8 Coordinates id_src1, id_src2, id_dst; BroadcastUnroll::unroll(op, src1, src2, dst, id_src1, id_src2, id_dst); } return dst; } template SimpleTensor compare(ComparisonOperation op, const SimpleTensor &src1, const SimpleTensor &src2); template SimpleTensor compare(ComparisonOperation op, const SimpleTensor &src1, const SimpleTensor &src2); } // namespace reference } // namespace validation } // namespace test } // namespace arm_compute