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authorGeorgios Pinitas <georgios.pinitas@arm.com>2017-12-01 16:27:29 +0000
committerAnthony Barbier <anthony.barbier@arm.com>2018-11-02 16:41:58 +0000
commit5a7e776eee2e9147eab12631f5717847fb6cac5c (patch)
treefeaa0627b521fbe7bb7f792e87295eaca769ddfb /tests/validation/reference/DequantizationLayer.cpp
parent2ecbadada0d2b5e48eb4ffd0ae5e3390c0c96db5 (diff)
downloadComputeLibrary-5a7e776eee2e9147eab12631f5717847fb6cac5c.tar.gz
COMPMID-556: Rename CPP folder to reference
Change-Id: I147644349547c4e3804a80b564a9ad95131ad2d0 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/111560 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com>
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diff --git a/tests/validation/reference/DequantizationLayer.cpp b/tests/validation/reference/DequantizationLayer.cpp
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+/*
+ * 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 "DequantizationLayer.h"
+
+namespace arm_compute
+{
+namespace test
+{
+namespace validation
+{
+namespace reference
+{
+template <typename T, typename std::enable_if<std::is_integral<T>::value, int>::type>
+SimpleTensor<float> dequantization_layer(const SimpleTensor<T> &src, const SimpleTensor<float> &min_max)
+{
+ // Create reference
+ SimpleTensor<float> dst{ src.shape(), DataType::F32 };
+
+ // Compute reference
+ const int width = src.shape().x();
+ const int height = src.shape().y();
+ const int depth = src.shape().z();
+ const int stride_w = width * height * depth;
+ const int num_batches = min_max.shape().total_size_upper(1);
+
+ for(int k = 0; k < num_batches; ++k)
+ {
+ const float min = min_max[k * 2 + 0];
+ const float max = min_max[k * 2 + 1];
+ const float range = max - min;
+ const float scaling = range / 255.0f;
+
+ for(int i = 0; i < stride_w; ++i)
+ {
+ dst[i + k * stride_w] = (static_cast<float>(src[i + k * stride_w]) * scaling) + min;
+ }
+ }
+
+ return dst;
+}
+
+template SimpleTensor<float> dequantization_layer(const SimpleTensor<uint8_t> &src, const SimpleTensor<float> &min_max);
+} // namespace reference
+} // namespace validation
+} // namespace test
+} // namespace arm_compute