From 21a9f33338c60ae1cd955df220ce329918adcb8f Mon Sep 17 00:00:00 2001
From: Tianle Cheng <tianle.cheng@arm.com>
Date: Thu, 9 Nov 2023 13:56:53 +0000
Subject: IVGCVSW-7835 Add ReverseV2 CL and Neon Workloads

 * Added ReverseV2 to CL and Neon backends
 * Added Cl and Neon ReverseV2 Layer unit tests

Signed-off-by: Tianle Cheng <tianle.cheng@arm.com>
Change-Id: I646275c629caf17dac1950b0cd7083f23f87f387
---
 delegate/test/ReverseV2Test.cpp | 278 ++++++++++++++++++++--------------------
 1 file changed, 136 insertions(+), 142 deletions(-)

(limited to 'delegate/test')

diff --git a/delegate/test/ReverseV2Test.cpp b/delegate/test/ReverseV2Test.cpp
index b261474e99..430cf2c7c7 100644
--- a/delegate/test/ReverseV2Test.cpp
+++ b/delegate/test/ReverseV2Test.cpp
@@ -19,165 +19,159 @@
 namespace armnnDelegate
 {
 
-    void ReverseV2Float32Test(std::vector<armnn::BackendId>& backends)
+void ReverseV2Float32Test(std::vector<armnn::BackendId>& backends)
+{
+    // Set input data
+    std::vector<float> inputValues =
     {
-        // Set input data
-        std::vector<float> inputValues =
-        {
-            1.0f, 2.0f, 3.0f,
-            4.0f, 5.0f, 6.0f,
-            7.0f, 8.0f, 9.0f,
-
-            11.0f, 12.0f, 13.0f,
-            14.0f, 15.0f, 16.0f,
-            17.0f, 18.0f, 19.0f,
-
-            21.0f, 22.0f, 23.0f,
-            24.0f, 25.0f, 26.0f,
-            27.0f, 28.0f, 29.0f
-        };
-
-        // The output data
-        std::vector<float> expectedOutputValues =
-        {
-            3.0f, 2.0f, 1.0f,
-            6.0f, 5.0f, 4.0f,
-            9.0f, 8.0f, 7.0f,
-
-            13.0f, 12.0f, 11.0f,
-            16.0f, 15.0f, 14.0f,
-            19.0f, 18.0f, 17.0f,
-
-            23.0f, 22.0f, 21.0f,
-            26.0f, 25.0f, 24.0f,
-            29.0f, 28.0f, 27.0f
-        };
-
-        // The axis to reverse
-        const std::vector<int32_t> axisValues = {2};
-
-        // Shapes
-        const std::vector<int32_t> inputShape = {3, 3, 3};
-        const std::vector<int32_t> axisShapeDims = {1};
-        const std::vector<int32_t> expectedOutputShape = {3, 3, 3};
-
-        ReverseV2FP32TestImpl(tflite::BuiltinOperator_REVERSE_V2,
-                              backends,
-                              inputValues,
-                              inputShape,
-                              axisValues,
-                              axisShapeDims,
-                              expectedOutputValues,
-                              expectedOutputShape);
-    }
+        1.0f, 2.0f, 3.0f,
+        4.0f, 5.0f, 6.0f,
+        7.0f, 8.0f, 9.0f,
 
-    void ReverseV2NegativeAxisFloat32Test(std::vector<armnn::BackendId>& backends)
-    {
-        // Set input data
-        std::vector<float> inputValues =
-        {
-            1.0f, 2.0f, 3.0f,
-            4.0f, 5.0f, 6.0f,
-            7.0f, 8.0f, 9.0f,
-
-            11.0f, 12.0f, 13.0f,
-            14.0f, 15.0f, 16.0f,
-            17.0f, 18.0f, 19.0f,
-
-            21.0f, 22.0f, 23.0f,
-            24.0f, 25.0f, 26.0f,
-            27.0f, 28.0f, 29.0f
-        };
-
-        // The output data
-        std::vector<float> expectedOutputValues =
-        {
-            7.0f, 8.0f, 9.0f,
-            4.0f, 5.0f, 6.0f,
-            1.0f, 2.0f, 3.0f,
-
-            17.0f, 18.0f, 19.0f,
-            14.0f, 15.0f, 16.0f,
-            11.0f, 12.0f, 13.0f,
-
-            27.0f, 28.0f, 29.0f,
-            24.0f, 25.0f, 26.0f,
-            21.0f, 22.0f, 23.0f
-        };
-
-        // The axis to reverse
-        const std::vector<int32_t> axisValues = {-2};
-
-        // Shapes
-        const std::vector<int32_t> inputShape = {3, 3, 3};
-        const std::vector<int32_t> axisShapeDims = {1};
-        const std::vector<int32_t> expectedOutputShape = {3, 3, 3};
-
-        ReverseV2FP32TestImpl(tflite::BuiltinOperator_REVERSE_V2,
-                              backends,
-                              inputValues,
-                              inputShape,
-                              axisValues,
-                              axisShapeDims,
-                              expectedOutputValues,
-                              expectedOutputShape);
-    }
+        11.0f, 12.0f, 13.0f,
+        14.0f, 15.0f, 16.0f,
+        17.0f, 18.0f, 19.0f,
 
-#if defined(REVERSEV2_GPUACC)
-    TEST_SUITE("ReverseV2Tests_GpuAccTests")
-    {
+        21.0f, 22.0f, 23.0f,
+        24.0f, 25.0f, 26.0f,
+        27.0f, 28.0f, 29.0f
+    };
 
-        TEST_CASE ("ReverseV2_Float32_GpuAcc_Test")
-        {
-            std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc };
-            ReverseV2Float32Test(backends);
-        }
+    // The output data
+    std::vector<float> expectedOutputValues =
+    {
+        3.0f, 2.0f, 1.0f,
+        6.0f, 5.0f, 4.0f,
+        9.0f, 8.0f, 7.0f,
+
+        13.0f, 12.0f, 11.0f,
+        16.0f, 15.0f, 14.0f,
+        19.0f, 18.0f, 17.0f,
+
+        23.0f, 22.0f, 21.0f,
+        26.0f, 25.0f, 24.0f,
+        29.0f, 28.0f, 27.0f
+    };
+
+    // The axis to reverse
+    const std::vector<int32_t> axisValues = {2};
+
+    // Shapes
+    const std::vector<int32_t> inputShape = {3, 3, 3};
+    const std::vector<int32_t> axisShapeDims = {1};
+    const std::vector<int32_t> expectedOutputShape = {3, 3, 3};
+
+    ReverseV2FP32TestImpl(tflite::BuiltinOperator_REVERSE_V2,
+                          backends,
+                          inputValues,
+                          inputShape,
+                          axisValues,
+                          axisShapeDims,
+                          expectedOutputValues,
+                          expectedOutputShape);
+}
+
+void ReverseV2NegativeAxisFloat32Test(std::vector<armnn::BackendId>& backends)
+{
+    // Set input data
+    std::vector<float> inputValues =
+    {
+        1.0f, 2.0f, 3.0f,
+        4.0f, 5.0f, 6.0f,
+        7.0f, 8.0f, 9.0f,
 
-        TEST_CASE ("ReverseV2_NegativeAxis_Float32_GpuAcc_Test")
-        {
-            std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc };
-            ReverseV2NegativeAxisFloat32Test(backends);
-        }
+        11.0f, 12.0f, 13.0f,
+        14.0f, 15.0f, 16.0f,
+        17.0f, 18.0f, 19.0f,
 
-    } // TEST_SUITE("ReverseV2Tests_GpuAccTests")
-#endif
+        21.0f, 22.0f, 23.0f,
+        24.0f, 25.0f, 26.0f,
+        27.0f, 28.0f, 29.0f
+    };
 
+    // The output data
+    std::vector<float> expectedOutputValues =
+    {
+        7.0f, 8.0f, 9.0f,
+        4.0f, 5.0f, 6.0f,
+        1.0f, 2.0f, 3.0f,
+
+        17.0f, 18.0f, 19.0f,
+        14.0f, 15.0f, 16.0f,
+        11.0f, 12.0f, 13.0f,
+
+        27.0f, 28.0f, 29.0f,
+        24.0f, 25.0f, 26.0f,
+        21.0f, 22.0f, 23.0f
+    };
+
+    // The axis to reverse
+    const std::vector<int32_t> axisValues = {-2};
+
+    // Shapes
+    const std::vector<int32_t> inputShape = {3, 3, 3};
+    const std::vector<int32_t> axisShapeDims = {1};
+    const std::vector<int32_t> expectedOutputShape = {3, 3, 3};
+
+    ReverseV2FP32TestImpl(tflite::BuiltinOperator_REVERSE_V2,
+                          backends,
+                          inputValues,
+                          inputShape,
+                          axisValues,
+                          axisShapeDims,
+                          expectedOutputValues,
+                          expectedOutputShape);
+}
+
+TEST_SUITE("ReverseV2Tests_GpuAccTests")
+{
 
-#if defined(REVERSEV2_CPUACC)
-    TEST_SUITE("ReverseV2Tests_CpuAccTests")
+    TEST_CASE ("ReverseV2_Float32_GpuAcc_Test")
     {
+        std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc };
+        ReverseV2Float32Test(backends);
+    }
 
-        TEST_CASE ("ReverseV2_Float32_CpuAcc_Test")
-        {
-            std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc };
-            ReverseV2Float32Test(backends);
-        }
+    TEST_CASE ("ReverseV2_NegativeAxis_Float32_GpuAcc_Test")
+    {
+        std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc };
+        ReverseV2NegativeAxisFloat32Test(backends);
+    }
 
-        TEST_CASE ("ReverseV2_NegativeAxis_Float32_CpuAcc_Test")
-        {
-            std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc };
-            ReverseV2NegativeAxisFloat32Test(backends);
-        }
+} // TEST_SUITE("ReverseV2Tests_GpuAccTests")
 
-    } // TEST_SUITE("ReverseV2Tests_CpuAccTests")
-#endif
+TEST_SUITE("ReverseV2Tests_CpuAccTests")
+{
 
+    TEST_CASE ("ReverseV2_Float32_CpuAcc_Test")
+    {
+        std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc };
+        ReverseV2Float32Test(backends);
+    }
 
-    TEST_SUITE("ReverseV2Tests_CpuRefTests")
+    TEST_CASE ("ReverseV2_NegativeAxis_Float32_CpuAcc_Test")
     {
+        std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc };
+        ReverseV2NegativeAxisFloat32Test(backends);
+    }
+
+} // TEST_SUITE("ReverseV2Tests_CpuAccTests")
 
-        TEST_CASE ("ReverseV2_Float32_CpuRef_Test")
-        {
-            std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
-            ReverseV2Float32Test(backends);
-        }
+TEST_SUITE("ReverseV2Tests_CpuRefTests")
+{
+
+    TEST_CASE ("ReverseV2_Float32_CpuRef_Test")
+    {
+        std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+        ReverseV2Float32Test(backends);
+    }
 
-        TEST_CASE ("ReverseV2_NegativeAxis_Float32_CpuRef_Test")
-        {
-            std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
-            ReverseV2NegativeAxisFloat32Test(backends);
-        }
+    TEST_CASE ("ReverseV2_NegativeAxis_Float32_CpuRef_Test")
+    {
+        std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+        ReverseV2NegativeAxisFloat32Test(backends);
+    }
 
-    } // TEST_SUITE("ReverseV2Tests_CpuRefTests")
+} // TEST_SUITE("ReverseV2Tests_CpuRefTests")
 
 } // namespace armnnDelegate
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