aboutsummaryrefslogtreecommitdiff
path: root/tests/validation_new/CPP/DepthwiseConvolution.cpp
diff options
context:
space:
mode:
Diffstat (limited to 'tests/validation_new/CPP/DepthwiseConvolution.cpp')
-rw-r--r--tests/validation_new/CPP/DepthwiseConvolution.cpp103
1 files changed, 0 insertions, 103 deletions
diff --git a/tests/validation_new/CPP/DepthwiseConvolution.cpp b/tests/validation_new/CPP/DepthwiseConvolution.cpp
deleted file mode 100644
index 8c5cec596e..0000000000
--- a/tests/validation_new/CPP/DepthwiseConvolution.cpp
+++ /dev/null
@@ -1,103 +0,0 @@
-/*
- * 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 "DepthwiseConvolution.h"
-
-#include "ConvolutionLayer.h"
-#include "Utils.h"
-
-#include "tests/validation_new/Helpers.h"
-#include "tests/validation_new/half.h"
-
-namespace arm_compute
-{
-namespace test
-{
-namespace validation
-{
-namespace reference
-{
-/** Perform a depthwise convolution
- *
- * - Three dimensions tensors
- * - Third dimention is number of channels
- * - Depths of input tensor and filter are equals
- * - Padding, stride and output shape "match"
- *
- */
-template <typename T>
-SimpleTensor<T> depthwise_convolution(const SimpleTensor<T> &src, const SimpleTensor<T> &weights, const TensorShape &dst_shape, const PadStrideInfo &conv_info)
-{
- // Create reference
- SimpleTensor<T> dst{ dst_shape, src.data_type(), 1, src.fixed_point_position() };
-
- // Compute reference
- const size_t filter_width = weights.shape().x();
- const size_t filter_height = weights.shape().y();
- const size_t filter_plane = filter_width * filter_height;
- const size_t input_width = src.shape().x();
- const size_t input_height = src.shape().y();
- const size_t input_depth = src.shape().z();
-
- const size_t filter_half_size = filter_width / 2;
- const size_t pad_x = std::min(filter_half_size, static_cast<size_t>(conv_info.pad().first));
- const size_t pad_y = std::min(filter_half_size, static_cast<size_t>(conv_info.pad().second));
- const size_t minimum_x = -pad_x + filter_half_size;
- const size_t minimum_y = -pad_y + filter_half_size;
-
- int out_pos = 0;
- for(size_t z = 0; z < input_depth; ++z)
- {
- for(size_t y = minimum_y; y < input_height + pad_y - filter_half_size; y += conv_info.stride().second)
- {
- for(size_t x = minimum_x; x < input_width + pad_x - filter_half_size; x += conv_info.stride().first)
- {
- Coordinates coords(static_cast<int>(x), static_cast<int>(y), static_cast<int>(z));
- size_t filter_offset = filter_plane * z;
-
- T val = 0;
- for(int j = y - filter_half_size; j <= static_cast<int>(y + filter_half_size); ++j)
- {
- for(int i = x - filter_half_size; i <= static_cast<int>(x + filter_half_size); ++i)
- {
- coords.set(0, i);
- coords.set(1, j);
- val += *(weights.data() + filter_offset) * tensor_elem_at(src, coords, BorderMode::CONSTANT, 0.f);
- ++filter_offset;
- }
- }
- coords.set(0, x);
- coords.set(1, y);
- dst[out_pos++] = saturate_cast<T>(val);
- }
- }
- }
-
- return dst;
-}
-
-template SimpleTensor<float> depthwise_convolution(const SimpleTensor<float> &src, const SimpleTensor<float> &weights, const TensorShape &dst_shape, const PadStrideInfo &conv_info);
-} // namespace reference
-} // namespace validation
-} // namespace test
-} // namespace arm_compute