IVGCVSW-3857 Add Reference FP16 workload support to remaining layers
* Adds Reference FP16 support and unit tests for layers not already supported
!referencetests:202156
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: I6fc9b9ce2809e163f72e27e877025c8fb85d9fbe
diff --git a/src/backends/backendsCommon/test/layerTests/DivisionTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/DivisionTestImpl.cpp
index 0316ea1..9a110a3 100644
--- a/src/backends/backendsCommon/test/layerTests/DivisionTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/DivisionTestImpl.cpp
@@ -154,6 +154,110 @@
output);
}
+LayerTestResult<armnn::Half, 4> DivisionFloat16Test(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager)
+{
+ using namespace half_float::literal;
+
+ const unsigned int width = 2u;
+ const unsigned int height = 2u;
+ const unsigned int channelCount = 2u;
+ const unsigned int batchSize = 2u;
+
+ unsigned int shape[] = { batchSize, channelCount, height, width };
+
+ std::vector<armnn::Half> input0 =
+ {
+ 2._h, 2._h, 2._h, 2._h, 3._h, 3._h, 3._h, 3._h,
+ 4._h, 4._h, 4._h, 4._h, 5._h, 5._h, 5._h, 5._h
+ };
+
+ std::vector<armnn::Half> input1 =
+ {
+ 1._h, 1._h, 1._h, 1._h, 2._h, 2._h, 2._h, 2._h,
+ 4._h, 4._h, 4._h, 4._h, 4._h, 4._h, 4._h, 4._h
+ };
+
+ std::vector<armnn::Half> output =
+ {
+ 2._h, 2._h, 2._h, 2._h, 1.50_h, 1.50_h, 1.50_h, 1.50_h,
+ 1._h, 1._h, 1._h, 1._h, 1.25_h, 1.25_h, 1.25_h, 1.25_h
+ };
+
+ return ElementwiseTestHelper<4, armnn::DivisionQueueDescriptor, armnn::DataType::Float16>(
+ workloadFactory,
+ memoryManager,
+ shape,
+ input0,
+ shape,
+ input1,
+ shape,
+ output);
+}
+
+LayerTestResult<armnn::Half, 4> DivisionBroadcast1ElementFloat16Test(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager)
+{
+ using namespace half_float::literal;
+
+ unsigned int shape0[] = { 1, 2, 2, 2 };
+ unsigned int shape1[] = { 1, 1, 1, 1 };
+
+ std::vector<armnn::Half> input0({ 2._h, 4._h, 6._h, 8._h, 10._h, 12._h, 14._h, 16._h});
+
+ std::vector<armnn::Half> input1({ 2._h });
+
+ std::vector<armnn::Half> output({ 1._h, 2._h, 3._h, 4._h, 5._h, 6._h, 7._h, 8._h});
+
+ return ElementwiseTestHelper<4, armnn::DivisionQueueDescriptor, armnn::DataType::Float16>(
+ workloadFactory,
+ memoryManager,
+ shape0,
+ input0,
+ shape1,
+ input1,
+ shape0,
+ output);
+}
+
+LayerTestResult<armnn::Half, 4> DivisionBroadcast1DVectorFloat16Test(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager)
+{
+ using namespace half_float::literal;
+
+ unsigned int shape0[] = { 1, 3, 3, 2 };
+ unsigned int shape1[] = { 1, 1, 1, 2 };
+
+ std::vector<armnn::Half> input0 =
+ {
+ 1._h, 4._h, 3._h, 8._h, 5._h, 12._h,
+ 7._h, 16._h, 9._h, 20._h, 11._h, 24._h,
+ 13._h, 28._h, 15._h, 32._h, 17._h, 36._h
+ };
+
+ std::vector<armnn::Half> input1 = { 1._h, 2._h };
+
+ std::vector<armnn::Half> output =
+ {
+ 1._h, 2._h, 3._h, 4._h, 5._h, 6._h,
+ 7._h, 8._h, 9._h, 10._h, 11._h, 12._h,
+ 13._h, 14._h, 15._h, 16._h, 17._h, 18._h
+ };
+
+ return ElementwiseTestHelper<4, armnn::DivisionQueueDescriptor, armnn::DataType::Float16>(
+ workloadFactory,
+ memoryManager,
+ shape0,
+ input0,
+ shape1,
+ input1,
+ shape0,
+ output);
+}
+
LayerTestResult<uint8_t, 4> DivisionUint8Test(
armnn::IWorkloadFactory& workloadFactory,
const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager)