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authorthecha01 <theo.charalambous@arm.com>2020-09-07 14:50:21 +0100
committerTheo Charalambous <theo.charalambous@arm.com>2020-09-09 09:51:52 +0000
commitd64444ba197c2f95dcf4d205f50a196d5a29cdeb (patch)
tree509c18d43dd6b6c614782ca2fe2d2111084ed8a7 /arm_compute/graph/frontend
parent3603aff36444e01083b93e603e8b9b0a254d4911 (diff)
downloadComputeLibrary-d64444ba197c2f95dcf4d205f50a196d5a29cdeb.tar.gz
Add Reduction operation layer node to graph API
Signed-off-by: thecha01 <theo.charalambous@arm.com> Change-Id: Ida819fb8c33790cc9da6d69eeb51e0599269197a Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3931 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'arm_compute/graph/frontend')
-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 ba303a3ef6..74c40126c8 100644
--- a/arm_compute/graph/frontend/Layers.h
+++ b/arm_compute/graph/frontend/Layers.h
@@ -1133,6 +1133,34 @@ private:
QuantizationInfo _out_quant_info;
};
+/** Reduction Layer */
+class ReductionLayer final : public ILayer
+{
+public:
+ /** Construct a reduction layer.
+ *
+ * @param[in] op Reduction operation
+ * @param[in] axis Reduction axis
+ * @param[in] keep_dims (Optional) Whether to keep the reduced dimension after the operation. Defaults to true.
+ */
+ ReductionLayer(ReductionOperation op, unsigned int axis, bool keep_dims)
+ : _op(op), _axis(axis), _keep_dims(keep_dims)
+ {
+ }
+
+ NodeID create_layer(IStream &s) override
+ {
+ NodeParams common_params = { name(), s.hints().target_hint };
+ NodeIdxPair input = { s.tail_node(), 0 };
+ return GraphBuilder::add_reduction_operation_node(s.graph(), common_params, input, _op, _axis, _keep_dims);
+ }
+
+private:
+ ReductionOperation _op;
+ unsigned int _axis;
+ bool _keep_dims;
+};
+
/** Reorg Layer */
class ReorgLayer final : public ILayer
{