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Diffstat (limited to 'delegate/src/Comparison.hpp')
-rw-r--r-- | delegate/src/Comparison.hpp | 135 |
1 files changed, 0 insertions, 135 deletions
diff --git a/delegate/src/Comparison.hpp b/delegate/src/Comparison.hpp deleted file mode 100644 index 688f90c597..0000000000 --- a/delegate/src/Comparison.hpp +++ /dev/null @@ -1,135 +0,0 @@ -// -// Copyright © 2022-2023 Arm Ltd and Contributors. All rights reserved. -// SPDX-License-Identifier: MIT -// - -#pragma once - -#include "DelegateUtils.hpp" -#include <armnn/utility/IgnoreUnused.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 VisitComparisonOperator(DelegateData& delegateData, - TfLiteContext* tfLiteContext, - TfLiteNode* tfLiteNode, - int nodeIndex, - int32_t tfLiteComparisonOperatorCode) -{ - TF_LITE_ENSURE_STATUS(ValidateNumInputs(tfLiteContext, tfLiteNode, 2, nodeIndex)); - TF_LITE_ENSURE_STATUS(ValidateNumOutputs(tfLiteContext, tfLiteNode, 1, nodeIndex)); - - const TfLiteTensor* tfLiteTensors = tfLiteContext->tensors; - const TfLiteTensor& tfLiteInputTensor0 = tfLiteTensors[tfLiteNode->inputs->data[0]]; - if (IsDynamicTensor(tfLiteInputTensor0)) - { - TF_LITE_MAYBE_KERNEL_LOG( - tfLiteContext, - "TfLiteArmnnDelegate: Dynamic input tensors are not supported in operator #%d node #%d: ", - tfLiteComparisonOperatorCode, nodeIndex); - - return kTfLiteError; - } - - const TfLiteTensor& tfLiteInputTensor1 = tfLiteTensors[tfLiteNode->inputs->data[1]]; - if (IsDynamicTensor(tfLiteInputTensor1)) - { - TF_LITE_MAYBE_KERNEL_LOG( - tfLiteContext, - "TfLiteArmnnDelegate: Dynamic input tensors are not supported in operator #%d node #%d: ", - tfLiteComparisonOperatorCode, nodeIndex); - return kTfLiteError; - } - - const TfLiteTensor& tfLiteOutputTensor = tfLiteTensors[tfLiteNode->outputs->data[0]]; - if (IsDynamicTensor(tfLiteOutputTensor)) - { - TF_LITE_MAYBE_KERNEL_LOG( - tfLiteContext, - "TfLiteArmnnDelegate: Dynamic output tensors are not supported in operator #%d node #%d: ", - tfLiteComparisonOperatorCode, nodeIndex); - return kTfLiteError; - } - - armnn::TensorInfo inputTensorInfo0 = GetTensorInfoForTfLiteTensor(tfLiteInputTensor0); - armnn::TensorInfo inputTensorInfo1 = GetTensorInfoForTfLiteTensor(tfLiteInputTensor1); - const armnn::TensorInfo& outputTensorInfo = GetTensorInfoForTfLiteTensor(tfLiteOutputTensor, true); - - // Check if we need to expand the dims of any of the input tensor infos. - // This is required for a few of the backends. - if(inputTensorInfo0.GetNumDimensions() != inputTensorInfo1.GetNumDimensions()) - { - ExpandTensorRankToEqual(inputTensorInfo0, inputTensorInfo1); - } - - armnn::ComparisonOperation comparisonOperation = armnn::ComparisonOperation::Equal; - switch(tfLiteComparisonOperatorCode) - { - case kTfLiteBuiltinEqual: - comparisonOperation = armnn::ComparisonOperation::Equal; - break; - case kTfLiteBuiltinGreater: - comparisonOperation = armnn::ComparisonOperation::Greater; - break; - case kTfLiteBuiltinGreaterEqual: - comparisonOperation = armnn::ComparisonOperation::GreaterOrEqual; - break; - case kTfLiteBuiltinLess: - comparisonOperation = armnn::ComparisonOperation::Less; - break; - case kTfLiteBuiltinLessEqual: - comparisonOperation = armnn::ComparisonOperation::LessOrEqual; - break; - case kTfLiteBuiltinNotEqual: - comparisonOperation = armnn::ComparisonOperation::NotEqual; - break; - default: - return kTfLiteError; - } - - armnn::ComparisonDescriptor descriptor(comparisonOperation); - bool isSupported = false; - armnn::BackendId setBackend; - auto validateFunc = [&](const armnn::TensorInfo& outputTensorInfo, bool& isSupported) - { - FORWARD_LAYER_SUPPORT_FUNC("COMPARISON", - tfLiteContext, - IsComparisonSupported, - delegateData.m_Backends, - isSupported, - setBackend, - inputTensorInfo0, - inputTensorInfo1, - outputTensorInfo, - descriptor); - }; - - if (!delegateData.m_Network) - { - validateFunc(outputTensorInfo, isSupported); - return isSupported ? kTfLiteOk : kTfLiteError; - } - - armnn::IConnectableLayer* comparisonLayer = delegateData.m_Network->AddComparisonLayer(descriptor); - comparisonLayer->SetBackendId(setBackend); - ARMNN_ASSERT(comparisonLayer != nullptr); - - armnn::IOutputSlot& outputSlot = comparisonLayer->GetOutputSlot(0); - outputSlot.SetTensorInfo(outputTensorInfo); - - // try to connect the Constant Inputs if there are any - if(ProcessInputs(comparisonLayer,delegateData, tfLiteContext, tfLiteNode) != kTfLiteOk ) - { - return kTfLiteError; - } - - return Connect(comparisonLayer, tfLiteNode, delegateData); -} - -} // namespace armnnDelegate |