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| author | David Monahan <david.monahan@arm.com> | 2023-01-12 14:53:34 +0000 |
|---|---|---|
| committer | David Monahan <david.monahan@arm.com> | 2023-01-13 11:28:52 +0000 |
| commit | d7fca093be53b314e100e15a8fa080cb506b60a3 (patch) | |
| tree | faf4adbdd3154ffa6101bcbbf8c4839179ad180b /src/backends/tosaCommon/test/OneToOneMappingTests.cpp | |
| parent | c17a35f4b016c223add511a148ed3bb741770593 (diff) | |
| download | armnn-d7fca093be53b314e100e15a8fa080cb506b60a3.tar.gz | |
IVGCVSW-7173 Add Rsqrt to Tosa Ref Backend
* Added ElementwiseUnary support with a mapping for Rsqrt
* Added unittests
* Added Rsqrt EndtoEnd tests for all backends
* Changed TosaRefLayerSupport to default to false on unsupported layers
Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I3eaa9c684647ead61520a563815581aa68bee51b
Diffstat (limited to 'src/backends/tosaCommon/test/OneToOneMappingTests.cpp')
| -rw-r--r-- | src/backends/tosaCommon/test/OneToOneMappingTests.cpp | 52 |
1 files changed, 51 insertions, 1 deletions
diff --git a/src/backends/tosaCommon/test/OneToOneMappingTests.cpp b/src/backends/tosaCommon/test/OneToOneMappingTests.cpp index 4cc37918e5..6e532abcf7 100644 --- a/src/backends/tosaCommon/test/OneToOneMappingTests.cpp +++ b/src/backends/tosaCommon/test/OneToOneMappingTests.cpp @@ -1,5 +1,5 @@ // -// Copyright © 2022 Arm Ltd and Contributors. All rights reserved. +// Copyright © 2022-2023 Arm Ltd and Contributors. All rights reserved. // SPDX-License-Identifier: MIT // @@ -252,6 +252,56 @@ TEST_CASE("GetTosaMappingFromLayer_Conv2dLayer") AssertTosaOneToOneMappingBasicBlock( basicBlock, inputShape, outputShape, Op_CONV2D, Attribute_ConvAttribute, descriptor, LayerType::Convolution2d); } +TEST_CASE("GetTosaMapping_ElementwiseUnaryLayerRsqrt") +{ + TensorInfo inputInfo = TensorInfo({ 2, 2 }, DataType::Float32, 0.0f, 0, true); + TensorInfo outputInfo = TensorInfo({ 2, 2 }, DataType::Float32, 0.0f, 0, true); + std::vector<std::vector<int32_t>> inputShape = {{ 2, 2 }}; + std::vector<std::vector<int32_t>> outputShape = {{ 2, 2 }}; + + ElementwiseUnaryDescriptor unaryDescriptor = ElementwiseUnaryDescriptor(UnaryOperation::Rsqrt); + TosaSerializationBasicBlock* basicBlock = + GetTosaMapping(nullptr, LayerType::ElementwiseUnary, {&inputInfo,}, {&outputInfo}, unaryDescriptor); + + AssertTosaOneToOneMappingBasicBlock(basicBlock, + inputShape, + outputShape, + tosa::Op_RSQRT, + tosa::Attribute_NONE, + unaryDescriptor, + LayerType::ElementwiseUnary); +} +TEST_CASE("GetTosaMappingFromLayer_ElementwiseUnaryLayerRsqrt") +{ + IRuntime::CreationOptions options; + IRuntimePtr runtime(IRuntime::Create(options)); + + // Builds up the structure of the network. + INetworkPtr net(INetwork::Create()); + ElementwiseUnaryDescriptor unaryDescriptor = ElementwiseUnaryDescriptor(UnaryOperation::Rsqrt); + IConnectableLayer* input = net->AddInputLayer(0, "input0"); + IConnectableLayer* unaryRsqrt = net->AddElementwiseUnaryLayer(unaryDescriptor, "rsqrt"); + IConnectableLayer* output = net->AddOutputLayer(0, "output"); + + input->GetOutputSlot(0).Connect(unaryRsqrt->GetInputSlot(0)); + unaryRsqrt->GetOutputSlot(0).Connect(output->GetInputSlot(0)); + TensorInfo inputInfo = TensorInfo({ 2, 2 }, DataType::Float32, 0.0f, 0, true); + TensorInfo outputInfo = TensorInfo({ 2, 2 }, DataType::Float32, 0.0f, 0, true); + input->GetOutputSlot(0).SetTensorInfo(inputInfo); + unaryRsqrt->GetOutputSlot(0).SetTensorInfo(outputInfo); + std::vector<std::vector<int32_t>> inputShape = {{ 2, 2 }}; + std::vector<std::vector<int32_t>> outputShape = {{ 2, 2 }}; + + TosaSerializationBasicBlock* basicBlock = + GetTosaMappingFromLayer(PolymorphicDowncast<Layer*>(unaryRsqrt)); + AssertTosaOneToOneMappingBasicBlock(basicBlock, + inputShape, + outputShape, + tosa::Op_RSQRT, + tosa::Attribute_NONE, + unaryDescriptor, + LayerType::ElementwiseUnary); +} TEST_CASE("GetTosaMapping_MultiplicationLayer") { |