From 98e383eadf4e670d057ad725c7fe7924fea8e36b Mon Sep 17 00:00:00 2001
From: Idriss Chaouch <idriss.chaouch@arm.com>
Date: Mon, 28 Aug 2023 14:28:31 +0100
Subject: IVGCVSW-7525 Add broadcast_to operator

Signed-off-by: Idriss Chaouch <idriss.chaouch@arm.com>
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I94ec5f9120b2d736fdf98d00ec5137a4efd739b8
---
 src/backends/reference/test/RefEndToEndTests.cpp | 12 +++++
 src/backends/reference/test/RefLayerTests.cpp    | 56 ++++++++++++++++++++++++
 2 files changed, 68 insertions(+)

(limited to 'src/backends/reference/test')

diff --git a/src/backends/reference/test/RefEndToEndTests.cpp b/src/backends/reference/test/RefEndToEndTests.cpp
index 09d6ac5d20..e503d3fb7f 100644
--- a/src/backends/reference/test/RefEndToEndTests.cpp
+++ b/src/backends/reference/test/RefEndToEndTests.cpp
@@ -10,6 +10,7 @@
 #include <backendsCommon/test/ArgMinMaxEndToEndTestImpl.hpp>
 #include <backendsCommon/test/BatchToSpaceNdEndToEndTestImpl.hpp>
 #include <backendsCommon/test/BatchMatMulEndToEndTestImpl.hpp>
+#include <backendsCommon/test/BroadcastToEndToEndTestImpl.hpp>
 #include <backendsCommon/test/ChannelShuffleEndToEndTestImpl.hpp>
 #include <backendsCommon/test/ComparisonEndToEndTestImpl.hpp>
 #include <backendsCommon/test/ConcatEndToEndTestImpl.hpp>
@@ -1728,4 +1729,15 @@ TEST_CASE("RefReshapeRemovalNCHWSecondEndToEnd")
 {
     ReshapeRemovalNCHWEndToEnd<armnn::DataType::Float32>(defaultBackends, true, false);
 }
+
+// BroadcastTo
+TEST_CASE("RefBroadcastToEndToEndFloat32")
+{
+    BroadcastToEndToEnd<armnn::DataType::Float32>(defaultBackends);
+}
+
+TEST_CASE("RefBroadcastToEndToEndWithElementWiseBinaryFloat32")
+{
+    BroadcastToEndToEndElementWiseBinary<armnn::DataType::Float32>(defaultBackends);
+}
 }
diff --git a/src/backends/reference/test/RefLayerTests.cpp b/src/backends/reference/test/RefLayerTests.cpp
index a079bb712a..af4ed966b2 100644
--- a/src/backends/reference/test/RefLayerTests.cpp
+++ b/src/backends/reference/test/RefLayerTests.cpp
@@ -2823,4 +2823,60 @@ ARMNN_AUTO_TEST_CASE_WITH_THF(UnidirectionalSequenceLstmLayerInt8NoCifgWithPeeph
 ARMNN_AUTO_TEST_CASE_WITH_THF(UnidirectionalSequenceLstmInt8WithCifgWithPeepholeNoProjection,
                               UnidirectionalSequenceLstmInt8WithCifgWithPeepholeNoProjectionTest)
 
+// Broadcast to
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo1dTestFloat32, BroadcastTo1dTest<DataType::Float32>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo2dAxis0TestFloat32, BroadcastTo2dAxis0Test<DataType::Float32>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo2dAxis1TestFloat32, BroadcastTo2dAxis1Test<DataType::Float32>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo3dAxis0TestFloat32, BroadcastTo3dAxis0Test<DataType::Float32>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo3dAxis1TestFloat32, BroadcastTo3dAxis1Test<DataType::Float32>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo3dAxis2TestFloat32, BroadcastTo3dAxis2Test<DataType::Float32>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo4dTestFloat32, BroadcastTo4dTest<DataType::Float32>)
+
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo1dTestFloat16, BroadcastTo1dTest<DataType::Float16>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo2dAxis0TestFloat16, BroadcastTo2dAxis0Test<DataType::Float16>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo2dAxis1TestFloat16, BroadcastTo2dAxis1Test<DataType::Float16>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo3dAxis0TestFloat16, BroadcastTo3dAxis0Test<DataType::Float16>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo3dAxis1TestFloat16, BroadcastTo3dAxis1Test<DataType::Float16>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo3dAxis2TestFloat16, BroadcastTo3dAxis2Test<DataType::Float16>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo4dTestFloat16, BroadcastTo4dTest<DataType::Float16>)
+
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo1dTestQAsymmS8, BroadcastTo1dTest<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo2dAxis0TestQAsymmS8, BroadcastTo2dAxis0Test<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo2dAxis1TestQAsymmS8, BroadcastTo2dAxis1Test<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo3dAxis0TestQAsymmS8, BroadcastTo3dAxis0Test<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo3dAxis1TestQAsymmS8, BroadcastTo3dAxis1Test<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo3dAxis2TestQAsymmS8, BroadcastTo3dAxis2Test<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo4dTestQAsymmS8, BroadcastTo4dTest<DataType::QAsymmS8>)
+
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo1dTestQAsymmU8, BroadcastTo1dTest<DataType::QAsymmU8>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo2dAxis0TestQAsymmU8, BroadcastTo2dAxis0Test<DataType::QAsymmU8>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo2dAxis1TestQAsymmU8, BroadcastTo2dAxis1Test<DataType::QAsymmU8>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo3dAxis0TestQAsymmU8, BroadcastTo3dAxis0Test<DataType::QAsymmU8>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo3dAxis1TestQAsymmU8, BroadcastTo3dAxis1Test<DataType::QAsymmU8>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo3dAxis2TestQAsymmU8, BroadcastTo3dAxis2Test<DataType::QAsymmU8>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo4dTestQAsymmU8, BroadcastTo4dTest<DataType::QAsymmU8>)
+
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo1dTestQSymmS8, BroadcastTo1dTest<DataType::QSymmS8>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo2dAxis0TestQSymmS8, BroadcastTo2dAxis0Test<DataType::QSymmS8>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo2dAxis1TestQSymmS8, BroadcastTo2dAxis1Test<DataType::QSymmS8>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo3dAxis0TestQSymmS8, BroadcastTo3dAxis0Test<DataType::QSymmS8>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo3dAxis1TestQSymmS8, BroadcastTo3dAxis1Test<DataType::QSymmS8>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo3dAxis2TestQSymmS8, BroadcastTo3dAxis2Test<DataType::QSymmS8>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo4dTestQSymmS8, BroadcastTo4dTest<DataType::QSymmS8>)
+
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo1dTestQSymmS16, BroadcastTo1dTest<DataType::QSymmS16>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo2dAxis0TestQSymmS16, BroadcastTo2dAxis0Test<DataType::QSymmS16>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo2dAxis1TestQSymmS16, BroadcastTo2dAxis1Test<DataType::QSymmS16>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo3dAxis0TestQSymmS16, BroadcastTo3dAxis0Test<DataType::QSymmS16>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo3dAxis1TestQSymmS16, BroadcastTo3dAxis1Test<DataType::QSymmS16>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo3dAxis2TestQSymmS16, BroadcastTo3dAxis2Test<DataType::QSymmS16>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo4dTestQSymmS16, BroadcastTo4dTest<DataType::QSymmS16>)
+
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo1dTestSigned32, BroadcastTo1dTest<DataType::Signed32>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo2dAxis0TestSigned32, BroadcastTo2dAxis0Test<DataType::Signed32>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo2dAxis1TestSigned32, BroadcastTo2dAxis1Test<DataType::Signed32>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo3dAxis0TestSigned32, BroadcastTo3dAxis0Test<DataType::Signed32>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo3dAxis1TestSigned32, BroadcastTo3dAxis1Test<DataType::Signed32>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo3dAxis2TestSigned32, BroadcastTo3dAxis2Test<DataType::Signed32>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(BroadcastTo4dTestSigned32, BroadcastTo4dTest<DataType::Signed32>)
 }
\ No newline at end of file
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