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authorNina Drozd <nina.drozd@arm.com>2018-11-19 13:03:36 +0000
committerAron Virginas-Tar <aron.virginas-tar@arm.com>2018-11-20 13:04:34 +0000
commitd41b25938323455ea6b6d5348cab8861971b5fba (patch)
tree393d8cb22b32b0b72f23a110d56aa8e3ee830cd8 /src/armnnUtils/TensorUtils.hpp
parent63b08829cbb0a36f4ed1f71717626ff38ff909ba (diff)
downloadarmnn-d41b25938323455ea6b6d5348cab8861971b5fba.tar.gz
IVGCVSW-2144: Adding TensorUtils class
* helper methods for creating TensorShape and TensorInfo objects Change-Id: I371fc7aea08ca6bbb9c205a143ce36e8353a1c48
Diffstat (limited to 'src/armnnUtils/TensorUtils.hpp')
-rw-r--r--src/armnnUtils/TensorUtils.hpp37
1 files changed, 37 insertions, 0 deletions
diff --git a/src/armnnUtils/TensorUtils.hpp b/src/armnnUtils/TensorUtils.hpp
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+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include <armnn/TypesUtils.hpp>
+
+namespace armnnUtils
+{
+armnn::TensorShape GetTensorShape(unsigned int numberOfBatches,
+ unsigned int numberOfChannels,
+ unsigned int height,
+ unsigned int width,
+ const armnn::DataLayout dataLayout);
+
+template<typename T>
+armnn::TensorInfo GetTensorInfo(unsigned int numberOfBatches,
+ unsigned int numberOfChannels,
+ unsigned int height,
+ unsigned int width,
+ const armnn::DataLayout dataLayout)
+{
+ switch (dataLayout)
+ {
+ case armnn::DataLayout::NCHW:
+ return armnn::TensorInfo({numberOfBatches, numberOfChannels, height, width}, armnn::GetDataType<T>());
+ case armnn::DataLayout::NHWC:
+ return armnn::TensorInfo({numberOfBatches, height, width, numberOfChannels}, armnn::GetDataType<T>());
+ default:
+ throw armnn::InvalidArgumentException("Unknown data layout ["
+ + std::to_string(static_cast<int>(dataLayout)) +
+ "]", CHECK_LOCATION());
+ }
+}
+} // namespace armnnUtils \ No newline at end of file