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authorGeorgios Pinitas <georgios.pinitas@arm.com>2020-12-03 20:37:43 +0000
committerMichele Di Giorgio <michele.digiorgio@arm.com>2020-12-08 11:56:12 +0000
commite2696b1f9bb28b69beff99f54addd48f60823ddb (patch)
tree68705f1cdff45e4d0c174b6037f6e5ff696717d2 /arm_compute
parent8c3c0e7b117723bc98b6acc85565ffa521b10c0d (diff)
downloadComputeLibrary-e2696b1f9bb28b69beff99f54addd48f60823ddb.tar.gz
Wrap Flatten layer over reshape
Flatten layer is lowered into a Reshape layer. Remove (CL/NE)FlatternLayerKernel. Partially Resolves: COMPMID-3996 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Id9e2ddfe2e2dd793541badff3490c05e4c908f88 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4660 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
Diffstat (limited to 'arm_compute')
-rw-r--r--arm_compute/runtime/CL/functions/CLFlattenLayer.h11
-rw-r--r--arm_compute/runtime/NEON/functions/NEFlattenLayer.h11
-rw-r--r--arm_compute/runtime/NEON/functions/NEFullyConnectedLayer.h4
3 files changed, 19 insertions, 7 deletions
diff --git a/arm_compute/runtime/CL/functions/CLFlattenLayer.h b/arm_compute/runtime/CL/functions/CLFlattenLayer.h
index f5f4ff554f..ffe06aa610 100644
--- a/arm_compute/runtime/CL/functions/CLFlattenLayer.h
+++ b/arm_compute/runtime/CL/functions/CLFlattenLayer.h
@@ -25,7 +25,8 @@
#define ARM_COMPUTE_CLFLATTENLAYER_H
#include "arm_compute/core/Types.h"
-#include "arm_compute/runtime/CL/ICLSimpleFunction.h"
+#include "arm_compute/runtime/CL/functions/CLReshapeLayer.h"
+#include "arm_compute/runtime/IFunction.h"
namespace arm_compute
{
@@ -38,7 +39,7 @@ class ITensorInfo;
* -# @ref CLFlattenLayerKernel
*
*/
-class CLFlattenLayer : public ICLSimpleFunction
+class CLFlattenLayer : public IFunction
{
public:
/** Initialise the kernel's input and output.
@@ -68,6 +69,12 @@ public:
* @return a status
*/
static Status validate(const ITensorInfo *input, const ITensorInfo *output);
+
+ // Inherited methods overridden:
+ void run() override;
+
+private:
+ CLReshapeLayer _reshape{};
};
} // namespace arm_compute
diff --git a/arm_compute/runtime/NEON/functions/NEFlattenLayer.h b/arm_compute/runtime/NEON/functions/NEFlattenLayer.h
index 9f0d5226de..1104aac77f 100644
--- a/arm_compute/runtime/NEON/functions/NEFlattenLayer.h
+++ b/arm_compute/runtime/NEON/functions/NEFlattenLayer.h
@@ -25,7 +25,8 @@
#define ARM_COMPUTE_NEFLATTENLAYER_H
#include "arm_compute/core/Types.h"
-#include "arm_compute/runtime/NEON/INESimpleFunctionNoBorder.h"
+#include "arm_compute/runtime/IFunction.h"
+#include "arm_compute/runtime/NEON/functions/NEReshapeLayer.h"
namespace arm_compute
{
@@ -33,7 +34,7 @@ class ITensor;
class ITensorInfo;
/** Basic function to execute flatten layer kernel. */
-class NEFlattenLayer : public INESimpleFunctionNoBorder
+class NEFlattenLayer : public IFunction
{
public:
/** Initialise the kernel's input and output.
@@ -54,6 +55,12 @@ public:
* @return a status
*/
static Status validate(const ITensorInfo *input, const ITensorInfo *output);
+
+ // Inherited methods overridden:
+ void run() override;
+
+private:
+ NEReshapeLayer _reshape{};
};
} // namespace arm_compute
diff --git a/arm_compute/runtime/NEON/functions/NEFullyConnectedLayer.h b/arm_compute/runtime/NEON/functions/NEFullyConnectedLayer.h
index 0a7748a94b..8bf3e95f81 100644
--- a/arm_compute/runtime/NEON/functions/NEFullyConnectedLayer.h
+++ b/arm_compute/runtime/NEON/functions/NEFullyConnectedLayer.h
@@ -35,8 +35,6 @@
namespace arm_compute
{
-class NEFlattenLayerKernel;
-
/** Basic function to reshape the weights of Fully Connected layer with NEON. This function calls the following kernels:
*
* @note The fully connected layer accepts "weights" tensors only with 2 dimensions.
@@ -181,7 +179,7 @@ private:
MemoryGroup _memory_group;
IWeightsManager *_weights_manager;
- std::unique_ptr<NEFlattenLayerKernel> _flatten_kernel;
+ NEFlattenLayer _flatten;
NEConvertFullyConnectedWeights _convert_weights;
weights_transformations::NEConvertFullyConnectedWeightsManaged _convert_weights_managed;
NEFullyConnectedLayerReshapeWeights _reshape_weights_function;