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Diffstat (limited to 'src/backends/gpuFsa/test/GpuFsaOptimizedNetworkTests.cpp')
-rw-r--r--src/backends/gpuFsa/test/GpuFsaOptimizedNetworkTests.cpp54
1 files changed, 48 insertions, 6 deletions
diff --git a/src/backends/gpuFsa/test/GpuFsaOptimizedNetworkTests.cpp b/src/backends/gpuFsa/test/GpuFsaOptimizedNetworkTests.cpp
index 1e5c976c00..ac341c2476 100644
--- a/src/backends/gpuFsa/test/GpuFsaOptimizedNetworkTests.cpp
+++ b/src/backends/gpuFsa/test/GpuFsaOptimizedNetworkTests.cpp
@@ -15,10 +15,56 @@ using namespace armnn;
TEST_SUITE("GpuFsaOptimizedNetwork")
{
-TEST_CASE("BatchMatMulSupportedOptimizedNetwork")
+TEST_CASE("ActivationSupportedOptimizedNetwork")
{
- using namespace armnn;
+ const float qScale = 1.0f;
+ const int32_t qOffset = 0;
+
+ const TensorShape& inputShape = { 2, 2, 2 };
+ const TensorShape& outputShape = { 2, 2, 2 };
+
+ TensorInfo inputTensorInfo(inputShape, DataType::Float32, qScale, qOffset, true);
+ TensorInfo outputTensorInfo(outputShape, DataType::Float32, qScale, qOffset);
+
+ IRuntime::CreationOptions options;
+ IRuntimePtr runtime(IRuntime::Create(options));
+ INetworkPtr network(INetwork::Create());
+
+ ActivationDescriptor desc;
+ SUBCASE("TanH")
+ {
+ desc.m_Function = ActivationFunction::TanH;
+ desc.m_A = 1.f;
+ desc.m_B = 1.f;
+ }
+ SUBCASE("Sigmoid")
+ {
+ desc.m_Function = ActivationFunction::Sigmoid;
+ }
+
+ IConnectableLayer* input = network->AddInputLayer(0, "input");
+ IConnectableLayer* activationLayer = network->AddActivationLayer(desc, "activation");
+ IConnectableLayer* output = network->AddOutputLayer(1, "output");
+
+ Connect(input, activationLayer, inputTensorInfo, 0, 0);
+ Connect(activationLayer, output, outputTensorInfo, 0, 0);
+ std::vector<BackendId> backends = { "GpuFsa" };
+
+ OptimizerOptionsOpaque optimizedOptions;
+ IOptimizedNetworkPtr optNet = Optimize(*network, backends, runtime->GetDeviceSpec(), optimizedOptions);
+ CHECK(optNet);
+
+ Graph& graph = GetGraphForTesting(optNet.get());
+
+ // Check graph layer sequence to ensure that the network has been replaced with a PreCompiledLayer
+ CHECK(CheckSequence(graph.cbegin(), graph.cend(),
+ &IsLayerOfType<InputLayer>,
+ &IsLayerOfType<PreCompiledLayer>,
+ &IsLayerOfType<OutputLayer>));
+}
+TEST_CASE("BatchMatMulSupportedOptimizedNetwork")
+{
const float qScale = 1.0f;
const int32_t qOffset = 0;
@@ -63,8 +109,6 @@ TEST_CASE("BatchMatMulSupportedOptimizedNetwork")
TEST_CASE("CastSupportedOptimizedNetwork")
{
- using namespace armnn;
-
const float qScale = 1.0f;
const int32_t qOffset = 0;
@@ -221,8 +265,6 @@ TEST_CASE("TwoConv2dSupportedOptimizedNetwork")
TEST_CASE("ElementwiseBinarySupportedOptimizedNetwork")
{
- using namespace armnn;
-
const float qScale = 1.0f;
const int32_t qOffset = 0;