aboutsummaryrefslogtreecommitdiff
path: root/arm_compute/graph/nodes/BatchNormalizationLayer.h
diff options
context:
space:
mode:
Diffstat (limited to 'arm_compute/graph/nodes/BatchNormalizationLayer.h')
-rw-r--r--arm_compute/graph/nodes/BatchNormalizationLayer.h28
1 files changed, 15 insertions, 13 deletions
diff --git a/arm_compute/graph/nodes/BatchNormalizationLayer.h b/arm_compute/graph/nodes/BatchNormalizationLayer.h
index df7b1d19a9..266c3905d8 100644
--- a/arm_compute/graph/nodes/BatchNormalizationLayer.h
+++ b/arm_compute/graph/nodes/BatchNormalizationLayer.h
@@ -1,5 +1,5 @@
/*
- * Copyright (c) 2017 ARM Limited.
+ * Copyright (c) 2017-2018 ARM Limited.
*
* SPDX-License-Identifier: MIT
*
@@ -40,15 +40,16 @@ class BatchNormalizationLayer final : public INode
public:
/** Default constructor
*
- * @param[in] mean Mean values tensor
- * @param[in] var Var values tensor
- * @param[in] gamma Gamma values tensor
- * @param[in] beta Beta values tensor
- * @param[in] epsilon Epsilon value
+ * @param[in] mean Mean values tensor
+ * @param[in] var Var values tensor
+ * @param[in] gamma Gamma values tensor
+ * @param[in] beta Beta values tensor
+ * @param[in] epsilon Epsilon value
+ * @param[in] act_info (Optional) Activation layer information in case of a fused activation. Only RELU, BOUNDED_RELU and LU_BOUNDED_RELU supported.
*/
template <typename AccessorType>
- BatchNormalizationLayer(AccessorType &&mean, AccessorType &&var, AccessorType &&gamma, AccessorType &&beta, float epsilon)
- : _mean(std::move(mean)), _var(std::move(var)), _gamma(std::move(gamma)), _beta(std::move(beta)), _epsilon(epsilon)
+ BatchNormalizationLayer(AccessorType &&mean, AccessorType &&var, AccessorType &&gamma, AccessorType &&beta, float epsilon, ActivationLayerInfo act_info = ActivationLayerInfo())
+ : _mean(std::move(mean)), _var(std::move(var)), _gamma(std::move(gamma)), _beta(std::move(beta)), _epsilon(epsilon), _act_info(act_info)
{
}
@@ -56,11 +57,12 @@ public:
std::unique_ptr<arm_compute::IFunction> instantiate_node(GraphContext &ctx, ITensorObject *input, ITensorObject *output) override;
private:
- Tensor _mean;
- Tensor _var;
- Tensor _gamma;
- Tensor _beta;
- float _epsilon;
+ Tensor _mean;
+ Tensor _var;
+ Tensor _gamma;
+ Tensor _beta;
+ float _epsilon;
+ ActivationLayerInfo _act_info;
};
} // namespace graph
} // namespace arm_compute