IVGCVSW-4516 Add ConvertFp32ToBf16Layer and Ref workload support

Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I9099a4f840fb747336f77d20a0868b64e801a310

5 files changed, 96 insertions, 3 deletions

diff --git a/src/armnn/layers/ConvertBf16ToFp32Layer.hpp b/src/armnn/layers/ConvertBf16ToFp32Layer.hpp
index 2a79a1cb65..b419e5c2a3 100644
--- a/src/armnn/layers/ConvertBf16ToFp32Layer.hpp
+++ b/src/armnn/layers/ConvertBf16ToFp32Layer.hpp
@@ -15,7 +15,6 @@ class ConvertBf16ToFp32Layer : public Layer
 {
 public:
     /// Makes a workload for the ConvertBf16ToFp32 type.
-    /// @param [in] graph The graph where this layer can be found.
     /// @param [in] factory The workload factory which will create the workload.
     /// @return A pointer to the created workload, or nullptr if not created.
     virtual std::unique_ptr<IWorkload> CreateWorkload(const IWorkloadFactory& factory) const override;
diff --git a/src/armnn/layers/ConvertFp16ToFp32Layer.hpp b/src/armnn/layers/ConvertFp16ToFp32Layer.hpp
index 03d7dfa568..e3b798beec 100644
--- a/src/armnn/layers/ConvertFp16ToFp32Layer.hpp
+++ b/src/armnn/layers/ConvertFp16ToFp32Layer.hpp
@@ -15,7 +15,6 @@ class ConvertFp16ToFp32Layer : public Layer
 {
 public:
     /// Makes a workload for the ConvertFp16ToFp32 type.
-    /// @param [in] graph The graph where this layer can be found.
     /// @param [in] factory The workload factory which will create the workload.
     /// @return A pointer to the created workload, or nullptr if not created.
     virtual std::unique_ptr<IWorkload> CreateWorkload(const IWorkloadFactory& factory) const override;
diff --git a/src/armnn/layers/ConvertFp32ToBf16Layer.cpp b/src/armnn/layers/ConvertFp32ToBf16Layer.cpp
new file mode 100644
index 0000000000..936acf61ab
--- /dev/null
+++ b/src/armnn/layers/ConvertFp32ToBf16Layer.cpp
@@ -0,0 +1,55 @@
+//
+// Copyright © 2020 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#include "ConvertFp32ToBf16Layer.hpp"
+#include "LayerCloneBase.hpp"
+
+#include <armnn/TypesUtils.hpp>
+
+#include <backendsCommon/WorkloadData.hpp>
+#include <backendsCommon/WorkloadFactory.hpp>
+
+namespace armnn
+{
+
+ConvertFp32ToBf16Layer::ConvertFp32ToBf16Layer(const char* name)
+    : Layer(1, 1, LayerType::ConvertFp32ToBf16, name)
+{
+}
+
+std::unique_ptr<IWorkload> ConvertFp32ToBf16Layer::CreateWorkload(const IWorkloadFactory& factory) const
+{
+    ConvertFp32ToBf16QueueDescriptor descriptor;
+    return factory.CreateConvertFp32ToBf16(descriptor, PrepInfoAndDesc(descriptor));
+}
+
+ConvertFp32ToBf16Layer* ConvertFp32ToBf16Layer::Clone(Graph& graph) const
+{
+    return CloneBase<ConvertFp32ToBf16Layer>(graph, GetName());
+}
+
+void ConvertFp32ToBf16Layer::ValidateTensorShapesFromInputs()
+{
+    VerifyLayerConnections(1, CHECK_LOCATION());
+
+    auto inferredShapes = InferOutputShapes({ GetInputSlot(0).GetConnection()->GetTensorInfo().GetShape() });
+
+    BOOST_ASSERT(inferredShapes.size() == 1);
+
+    ConditionalThrowIfNotEqual<LayerValidationException>(
+        "ConvertFp32ToBf16Layer: TensorShape set on OutputSlot[0] does not match the inferred shape.",
+        GetOutputSlot(0).GetTensorInfo().GetShape(),
+        inferredShapes[0]);
+}
+
+void ConvertFp32ToBf16Layer::Accept(ILayerVisitor& visitor) const
+{
+    // these conversion layers are only inserted by the
+    // optimizer and so will never be in an input graph.
+    IgnoreUnused(visitor);
+    throw armnn::Exception("ConvertFp32ToBf16Layer should never appear in an input graph");
+}
+
+} // namespace armnn
diff --git a/src/armnn/layers/ConvertFp32ToBf16Layer.hpp b/src/armnn/layers/ConvertFp32ToBf16Layer.hpp
new file mode 100644
index 0000000000..225b03314e
--- /dev/null
+++ b/src/armnn/layers/ConvertFp32ToBf16Layer.hpp
@@ -0,0 +1,41 @@
+//
+// Copyright © 2020 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include <Layer.hpp>
+
+namespace armnn
+{
+
+/// This layer converts data type Float32 to BFloat16.
+class ConvertFp32ToBf16Layer : public Layer
+{
+public:
+    /// Makes a workload for the ConvertFp32ToBf16Layer type.
+    /// @param [in] factory The workload factory which will create the workload.
+    /// @return A pointer to the created workload, or nullptr if not created.
+    virtual std::unique_ptr<IWorkload> CreateWorkload(const IWorkloadFactory& factory) const override;
+
+    /// Creates a dynamically-allocated copy of this layer.
+    /// @param [in] graph The graph into which this layer is being cloned.
+    ConvertFp32ToBf16Layer* Clone(Graph& graph) const override;
+
+    /// Check if the input tensor shape(s)
+    /// will lead to a valid configuration of @ref ConvertFp32ToBf16Layer.
+    void ValidateTensorShapesFromInputs() override;
+
+    void Accept(ILayerVisitor& visitor) const override;
+
+protected:
+    /// Constructor to create a ConvertFp32ToBf16Layer.
+    /// @param [in] name Optional name for the layer.
+    ConvertFp32ToBf16Layer(const char* name);
+
+    /// Default destructor
+    ~ConvertFp32ToBf16Layer() = default;
+};
+
+} // namespace
diff --git a/src/armnn/layers/ConvertFp32ToFp16Layer.hpp b/src/armnn/layers/ConvertFp32ToFp16Layer.hpp
index 907a55f084..8bb28f84ad 100644
--- a/src/armnn/layers/ConvertFp32ToFp16Layer.hpp
+++ b/src/armnn/layers/ConvertFp32ToFp16Layer.hpp
@@ -14,7 +14,6 @@ class ConvertFp32ToFp16Layer : public Layer
 {
 public:
     /// Makes a workload for the ConvertFp32ToFp16 type.
-    /// @param [in] graph The graph where this layer can be found.
     /// @param [in] factory The workload factory which will create the workload.
     /// @return A pointer to the created workload, or nullptr if not created.
     virtual std::unique_ptr<IWorkload> CreateWorkload(const IWorkloadFactory& factory) const override;