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author | Georgios Pinitas <georgios.pinitas@arm.com> | 2017-12-07 16:47:52 +0000 |
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committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-11-02 16:42:33 +0000 |
commit | 358ca205c9e41f523517ffa55a9057308b736040 (patch) | |
tree | 5d86460e73e9ad99837ae0c9c903448592d8c848 /arm_compute/runtime/CL/functions/CLFullyConnectedLayer.h | |
parent | eb8f71eecbc44e64cd7814f53b27b42c43dd660b (diff) | |
download | ComputeLibrary-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.h | 20 |
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; |