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authorGeorgios Pinitas <georgios.pinitas@arm.com>2017-12-07 16:47:52 +0000
committerAnthony Barbier <anthony.barbier@arm.com>2018-11-02 16:42:33 +0000
commit358ca205c9e41f523517ffa55a9057308b736040 (patch)
tree5d86460e73e9ad99837ae0c9c903448592d8c848 /arm_compute/runtime/CL/functions/CLFullyConnectedLayer.h
parenteb8f71eecbc44e64cd7814f53b27b42c43dd660b (diff)
downloadComputeLibrary-358ca205c9e41f523517ffa55a9057308b736040.tar.gz
COMPMID-617: Adds CLFullyConnectionLayer validation support
Change-Id: I4d2eb9872a3165fdcaa7784596e441cbe563dbc2 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/112577 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Ioan-Cristian Szabo <ioan-cristian.szabo@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Diffstat (limited to 'arm_compute/runtime/CL/functions/CLFullyConnectedLayer.h')
-rw-r--r--arm_compute/runtime/CL/functions/CLFullyConnectedLayer.h20
1 files changed, 20 insertions, 0 deletions
diff --git a/arm_compute/runtime/CL/functions/CLFullyConnectedLayer.h b/arm_compute/runtime/CL/functions/CLFullyConnectedLayer.h
index 2cac06c1c9..1e9ee492ad 100644
--- a/arm_compute/runtime/CL/functions/CLFullyConnectedLayer.h
+++ b/arm_compute/runtime/CL/functions/CLFullyConnectedLayer.h
@@ -52,6 +52,14 @@ public:
* @param[out] output Destination tensor which stores the transposed input tensor. Data type supported: Same as @p input.
*/
void configure(const ICLTensor *input, ICLTensor *output);
+ /** Static function to check if given info will lead to a valid configuration of @ref CLFullyConnectedLayerReshapeWeights
+ *
+ * @param[in] input Weights tensor. The weights must be 2 dimensional. Data types supported: QS8/QASYMM8/QS16/F16/F32.
+ * @param[in] output Destination tensor which stores the transposed input tensor. Data type supported: Same as @p input.
+ *
+ * @return a status
+ */
+ static Status validate(const ITensorInfo *input, const ITensorInfo *output);
};
/** Basic function to compute a Fully Connected layer on OpenCL. This function calls the following OpenCL kernels:
@@ -78,6 +86,18 @@ public:
* @param[in] are_weights_reshaped (Optional) Reshape the weights tensor if false. Defaults to false.
*/
void configure(const ICLTensor *input, const ICLTensor *weights, const ICLTensor *biases, ICLTensor *output, bool transpose_weights = true, bool are_weights_reshaped = false);
+ /** Static function to check if given info will lead to a valid configuration of @ref CLFullyConnectedLayer
+ *
+ * @param[in] input Source tensor. Data type supported: QS8/QASYMM8/QS16/F16/F32.
+ * @param[in] weights Weights tensor. The weights must be 2 dimensional. Data type supported: Same as @p input
+ * @param[in] biases Bias tensor. It can be nullptr. Data type supported:Same as @p input.
+ * @param[in] output Destination tensor. Data type supported: Same as @p input.
+ * @param[in] transpose_weights (Optional) Transpose weights if true. Defaults to true.
+ * @param[in] are_weights_reshaped (Optional) Reshape the weights tensor if false. Defaults to false.
+ *
+ * @return a status
+ */
+ static Status validate(const ITensorInfo *input, const ITensorInfo *weights, const ITensorInfo *biases, const ITensorInfo *output, bool transpose_weights = true, bool are_weights_reshaped = false);
//Inherited methods override
void run() override;