From 93a690edc48ad78cc9d7a580638475c6e77b32c2 Mon Sep 17 00:00:00 2001 From: Giorgio Arena Date: Tue, 1 Aug 2017 16:09:33 +0100 Subject: COMPMID-452 CL Depthwise Separable Convolution Layer kernel implementation, validation and benchmarking for 3x3xC depthwise filter and DataType::F32. Change-Id: I95c0c87709763cdbf58d0de66025eac86e30791b Reviewed-on: http://mpd-gerrit.cambridge.arm.com/82768 Tested-by: Kaizen Reviewed-by: Steven Niu --- tests/validation_new/CPP/TensorElementAt.cpp | 70 ++++++++++++++++++++++++++++ 1 file changed, 70 insertions(+) create mode 100644 tests/validation_new/CPP/TensorElementAt.cpp (limited to 'tests/validation_new/CPP/TensorElementAt.cpp') diff --git a/tests/validation_new/CPP/TensorElementAt.cpp b/tests/validation_new/CPP/TensorElementAt.cpp new file mode 100644 index 0000000000..ca4cca9650 --- /dev/null +++ b/tests/validation_new/CPP/TensorElementAt.cpp @@ -0,0 +1,70 @@ +/* + * Copyright (c) 2017 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 "TensorElementAt.h" + +#include "tests/validation_new/Helpers.h" +#include "tests/validation_new/half.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +namespace reference +{ +// Return a tensor element at a specified coordinate with different border modes +template +T tensor_elem_at(const SimpleTensor &in, Coordinates coord, BorderMode border_mode, T constant_border_value) +{ + const int x = coord.x(); + const int y = coord.y(); + const auto width = static_cast(in.shape().x()); + const auto height = static_cast(in.shape().y()); + + // If coordinates beyond range of tensor's width or height + if(x < 0 || y < 0 || x >= width || y >= height) + { + if(border_mode == BorderMode::REPLICATE) + { + coord.set(0, std::max(0, std::min(x, width - 1))); + coord.set(1, std::max(0, std::min(y, height - 1))); + + return in[coord2index(in.shape(), coord)]; + } + else + { + return constant_border_value; + } + } + else + { + return in[coord2index(in.shape(), coord)]; + } +} +template float tensor_elem_at(const SimpleTensor &in, Coordinates coord, BorderMode border_mode, float constant_border_value); +} // namespace reference +} // namespace validation +} // namespace test +} // namespace arm_compute -- cgit v1.2.1