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Diffstat (limited to 'delegate/src/test/LogicalTest.cpp')
| -rw-r--r-- | delegate/src/test/LogicalTest.cpp | 226 |
1 files changed, 226 insertions, 0 deletions
diff --git a/delegate/src/test/LogicalTest.cpp b/delegate/src/test/LogicalTest.cpp new file mode 100644 index 0000000000..9fa2d3dde0 --- /dev/null +++ b/delegate/src/test/LogicalTest.cpp @@ -0,0 +1,226 @@ +// +// Copyright © 2020 Arm Ltd and Contributors. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#include "ElementwiseUnaryTestHelper.hpp" +#include "LogicalTestHelper.hpp" + +#include <armnn_delegate.hpp> + +#include <flatbuffers/flatbuffers.h> +#include <tensorflow/lite/schema/schema_generated.h> + +#include <doctest/doctest.h> + +namespace armnnDelegate +{ + +void LogicalBinaryAndBoolTest(std::vector<armnn::BackendId>& backends) +{ + std::vector<int32_t> input0Shape { 1, 2, 2 }; + std::vector<int32_t> input1Shape { 1, 2, 2 }; + std::vector<int32_t> expectedOutputShape { 1, 2, 2 }; + + // Set input and output values + std::vector<bool> input0Values { 0, 0, 1, 1 }; + std::vector<bool> input1Values { 0, 1, 0, 1 }; + std::vector<bool> expectedOutputValues { 0, 0, 0, 1 }; + + LogicalBinaryTest<bool>(tflite::BuiltinOperator_LOGICAL_AND, + ::tflite::TensorType_BOOL, + backends, + input0Shape, + input1Shape, + expectedOutputShape, + input0Values, + input1Values, + expectedOutputValues); +} + +void LogicalBinaryAndBroadcastTest(std::vector<armnn::BackendId>& backends) +{ + std::vector<int32_t> input0Shape { 1, 2, 2 }; + std::vector<int32_t> input1Shape { 1, 1, 1 }; + std::vector<int32_t> expectedOutputShape { 1, 2, 2 }; + + std::vector<bool> input0Values { 0, 1, 0, 1 }; + std::vector<bool> input1Values { 1 }; + std::vector<bool> expectedOutputValues { 0, 1, 0, 1 }; + + LogicalBinaryTest<bool>(tflite::BuiltinOperator_LOGICAL_AND, + ::tflite::TensorType_BOOL, + backends, + input0Shape, + input1Shape, + expectedOutputShape, + input0Values, + input1Values, + expectedOutputValues); +} + +void LogicalBinaryOrBoolTest(std::vector<armnn::BackendId>& backends) +{ + std::vector<int32_t> input0Shape { 1, 2, 2 }; + std::vector<int32_t> input1Shape { 1, 2, 2 }; + std::vector<int32_t> expectedOutputShape { 1, 2, 2 }; + + std::vector<bool> input0Values { 0, 0, 1, 1 }; + std::vector<bool> input1Values { 0, 1, 0, 1 }; + std::vector<bool> expectedOutputValues { 0, 1, 1, 1 }; + + LogicalBinaryTest<bool>(tflite::BuiltinOperator_LOGICAL_OR, + ::tflite::TensorType_BOOL, + backends, + input0Shape, + input1Shape, + expectedOutputShape, + input0Values, + input1Values, + expectedOutputValues); +} + +void LogicalBinaryOrBroadcastTest(std::vector<armnn::BackendId>& backends) +{ + std::vector<int32_t> input0Shape { 1, 2, 2 }; + std::vector<int32_t> input1Shape { 1, 1, 1 }; + std::vector<int32_t> expectedOutputShape { 1, 2, 2 }; + + std::vector<bool> input0Values { 0, 1, 0, 1 }; + std::vector<bool> input1Values { 1 }; + std::vector<bool> expectedOutputValues { 1, 1, 1, 1 }; + + LogicalBinaryTest<bool>(tflite::BuiltinOperator_LOGICAL_OR, + ::tflite::TensorType_BOOL, + backends, + input0Shape, + input1Shape, + expectedOutputShape, + input0Values, + input1Values, + expectedOutputValues); +} + +// LogicalNot operator uses ElementwiseUnary unary layer and descriptor but is still classed as logical operator. +void LogicalNotBoolTest(std::vector<armnn::BackendId>& backends) +{ + std::vector<int32_t> inputShape { 1, 2, 2 }; + + std::vector<bool> inputValues { 0, 1, 0, 1 }; + std::vector<bool> expectedOutputValues { 1, 0, 1, 0 }; + + ElementwiseUnaryBoolTest(tflite::BuiltinOperator_LOGICAL_NOT, + backends, + inputShape, + inputValues, + expectedOutputValues); +} + +TEST_SUITE("LogicalBinaryTests_GpuAccTests") +{ + +TEST_CASE ("LogicalBinary_AND_Bool_GpuAcc_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; + LogicalBinaryAndBoolTest(backends); +} + +TEST_CASE ("LogicalBinary_AND_Broadcast_GpuAcc_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; + LogicalBinaryAndBroadcastTest(backends); +} + +TEST_CASE ("Logical_NOT_Bool_GpuAcc_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; + LogicalNotBoolTest(backends); +} + +TEST_CASE ("LogicalBinary_OR_Bool_GpuAcc_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; + LogicalBinaryOrBoolTest(backends); +} + +TEST_CASE ("LogicalBinary_OR_Broadcast_GpuAcc_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; + LogicalBinaryOrBroadcastTest(backends); +} + +} + + +TEST_SUITE("LogicalBinaryTests_CpuAccTests") +{ + +TEST_CASE ("LogicalBinary_AND_Bool_CpuAcc_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; + LogicalBinaryAndBoolTest(backends); +} + +TEST_CASE ("LogicalBinary_AND_Broadcast_CpuAcc_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; + LogicalBinaryAndBroadcastTest(backends); +} + +TEST_CASE ("Logical_NOT_Bool_CpuAcc_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; + LogicalNotBoolTest(backends); +} + +TEST_CASE ("LogicalBinary_OR_Bool_CpuAcc_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; + LogicalBinaryOrBoolTest(backends); +} + +TEST_CASE ("LogicalBinary_OR_Broadcast_CpuAcc_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; + LogicalBinaryOrBroadcastTest(backends); +} + +} + + +TEST_SUITE("LogicalBinaryTests_CpuRefTests") +{ + +TEST_CASE ("LogicalBinary_AND_Bool_CpuRef_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; + LogicalBinaryAndBoolTest(backends); +} + +TEST_CASE ("LogicalBinary_AND_Broadcast_CpuRef_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; + LogicalBinaryAndBroadcastTest(backends); +} + +TEST_CASE ("Logical_NOT_Bool_CpuRef_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; + LogicalNotBoolTest(backends); +} + +TEST_CASE ("LogicalBinary_OR_Bool_CpuRef_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; + LogicalBinaryOrBoolTest(backends); +} + +TEST_CASE ("LogicalBinary_OR_Broadcast_CpuRef_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; + LogicalBinaryOrBroadcastTest(backends); +} + +} + +} // namespace armnnDelegate
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