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authorTeresa Charlin <teresa.charlinreyes@arm.com>2023-03-14 12:10:28 +0000
committerTeresa Charlin <teresa.charlinreyes@arm.com>2023-03-28 11:41:55 +0100
commitad1b3d7518429e2d16a2695d9b0bbf81b6565ac9 (patch)
treea5b8e1ad68a2437f007338f0b6195ca5ed2bddc3 /delegate/classic/src/SharedFunctions.cpp
parent9cb3466b677a1048b8abb24661e92c4c83fdda04 (diff)
downloadarmnn-ad1b3d7518429e2d16a2695d9b0bbf81b6565ac9.tar.gz
IVGCVSW-7555 Restructure Delegate
* New folders created: * common is for common code where TfLite API is not used * classic is for existing delegate implementations * opaque is for new opaque delegate implementation, * tests is for shared between existing Delegate and Opaque Delegate which have test utils to work which delegate to use. * Existing delegate is built to libarmnnDelegate.so and opaque delegate is built as libarmnnOpaqueDelegate.so * Opaque structure is introduced but no API is added yet. * CmakeList.txt and delegate/CMakeList.txt have been modified and 2 new CmakeList.txt added * Rename BUILD_ARMNN_TFLITE_DELEGATE as BUILD_CLASSIC_DELEGATE * Rename BUILD_ARMNN_TFLITE_OPAQUE_DELEGATE as BUILD_OPAQUE_DELEGATE Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ib682b9ad0ac8d8acdc4ec6d9099bb0008a9fe8ed
Diffstat (limited to 'delegate/classic/src/SharedFunctions.cpp')
-rw-r--r--delegate/classic/src/SharedFunctions.cpp116
1 files changed, 116 insertions, 0 deletions
diff --git a/delegate/classic/src/SharedFunctions.cpp b/delegate/classic/src/SharedFunctions.cpp
new file mode 100644
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+++ b/delegate/classic/src/SharedFunctions.cpp
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+//
+// Copyright © 2021-2023 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+
+#include "SharedFunctions.hpp"
+
+#include <DelegateUtils.hpp>
+
+#include "tensorflow/lite/builtin_ops.h"
+#include "tensorflow/lite/c/builtin_op_data.h"
+#include "tensorflow/lite/c/common.h"
+#include "tensorflow/lite/minimal_logging.h"
+
+namespace armnnDelegate
+{
+
+TfLiteStatus ValidateFloorOperator(DelegateData& delegateData,
+ TfLiteContext* tfLiteContext,
+ const armnn::TensorInfo& inputTensorInfo,
+ const armnn::TensorInfo& outputTensorInfo)
+{
+ bool isSupported = false;
+ auto validateFunc = [&](const armnn::TensorInfo& outInfo, bool& isSupported)
+ {
+ FORWARD_LAYER_SUPPORT_FUNC("FLOOR",
+ tfLiteContext,
+ IsFloorSupported,
+ delegateData.m_Backends,
+ isSupported,
+ armnn::BackendId(),
+ inputTensorInfo,
+ outInfo);
+ };
+ validateFunc(outputTensorInfo, isSupported);
+ return isSupported ? kTfLiteOk : kTfLiteError;
+}
+
+TfLiteStatus ValidateFusedActivationOperator(DelegateData& delegateData,
+ TfLiteContext* tfLiteContext,
+ const armnn::TensorInfo& inputInfo,
+ const armnn::TensorInfo& outputInfo,
+ TfLiteFusedActivation activationType)
+{
+ armnn::ActivationDescriptor activationDesc;
+
+ switch (activationType)
+ {
+ case kTfLiteActNone:
+ {
+ // No Activation
+ return kTfLiteOk;
+ }
+ case kTfLiteActRelu:
+ {
+ activationDesc.m_Function = armnn::ActivationFunction::ReLu;
+ break;
+ }
+// The name of kTfLiteActRelu1 changed after TF Lite v2.3
+#if defined(ARMNN_POST_TFLITE_2_3)
+ case kTfLiteActReluN1To1:
+#else
+ case kTfLiteActRelu1:
+#endif
+ {
+ activationDesc.m_Function = armnn::ActivationFunction::BoundedReLu;
+ activationDesc.m_A = 1.0f;
+ activationDesc.m_B = -1.0f;
+ break;
+ }
+ case kTfLiteActRelu6:
+ {
+ activationDesc.m_Function = armnn::ActivationFunction::BoundedReLu;
+ activationDesc.m_A = 6.0f;
+ activationDesc.m_B = 0.0f;
+ break;
+ }
+ case kTfLiteActSigmoid:
+ {
+ activationDesc.m_Function = armnn::ActivationFunction::Sigmoid;
+ break;
+ }
+ case kTfLiteActTanh:
+ {
+ activationDesc.m_Function = armnn::ActivationFunction::TanH;
+ activationDesc.m_A = 1.0f;
+ activationDesc.m_B = 1.0f;
+ break;
+ }
+ default:
+ return kTfLiteError;
+ }
+
+ bool isSupported = false;
+ armnn::BackendId setBackend;
+
+ auto validateFunc = [&](const armnn::TensorInfo& outputInfo, bool& isSupported)
+ {
+ FORWARD_LAYER_SUPPORT_FUNC("ACTIVATION",
+ tfLiteContext,
+ IsActivationSupported,
+ delegateData.m_Backends,
+ isSupported,
+ armnn::BackendId(),
+ inputInfo,
+ outputInfo,
+ activationDesc);
+ };
+ validateFunc(outputInfo, isSupported);
+ return isSupported ? kTfLiteOk : kTfLiteError;
+}
+
+
+} // namespace armnnDelegate
+