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authorGeorgios Pinitas <georgios.pinitas@arm.com>2020-02-04 17:39:59 +0000
committerGeorgios Pinitas <georgios.pinitas@arm.com>2020-02-05 16:03:21 +0000
commitf8c4749a463106696ab99b6400b92a858a169a19 (patch)
tree86d711d5bf25ef3b3a8288ba2aa0b25c2da61091 /arm_compute/graph/frontend/Layers.h
parent55a687d5e2cf3434e4c2564ac73959dcc7163304 (diff)
downloadComputeLibrary-f8c4749a463106696ab99b6400b92a858a169a19.tar.gz
COMPMID-3083: Add graph support for PRelu
Change-Id: I48492f8c48b818b563bba1e0b48831ac5cdf1420 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2685 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'arm_compute/graph/frontend/Layers.h')
-rw-r--r--arm_compute/graph/frontend/Layers.h28
1 files changed, 28 insertions, 0 deletions
diff --git a/arm_compute/graph/frontend/Layers.h b/arm_compute/graph/frontend/Layers.h
index 2b44d0e844..420f715674 100644
--- a/arm_compute/graph/frontend/Layers.h
+++ b/arm_compute/graph/frontend/Layers.h
@@ -902,6 +902,34 @@ private:
PoolingLayerInfo _pool_info;
};
+/** PRelu Layer */
+class PReluLayer final : public ILayer
+{
+public:
+ /** Construct an PRelu operation layer
+ *
+ * @param[in] sub_stream0 First graph sub-stream
+ * @param[in] sub_stream1 First graph sub-stream
+ */
+ PReluLayer(SubStream &&sub_stream0, SubStream &&sub_stream1)
+ : _ss0(std::move(sub_stream0)), _ss1(std::move(sub_stream1))
+ {
+ }
+
+ NodeID create_layer(IStream &s) override
+ {
+ NodeParams common_params = { name(), s.hints().target_hint };
+ NodeIdxPair input = { _ss0.tail_node(), 0 };
+ NodeIdxPair alpha = { _ss1.tail_node(), 0 };
+
+ return GraphBuilder::add_prelu_node(s.graph(), common_params, input, alpha);
+ }
+
+private:
+ SubStream _ss0;
+ SubStream _ss1;
+};
+
/** Print Layer */
class PrintLayer final : public ILayer
{