diff options
Diffstat (limited to 'arm_compute/runtime/NEON/functions/NEDirectConvolutionLayer.h')
-rw-r--r-- | arm_compute/runtime/NEON/functions/NEDirectConvolutionLayer.h | 20 |
1 files changed, 20 insertions, 0 deletions
diff --git a/arm_compute/runtime/NEON/functions/NEDirectConvolutionLayer.h b/arm_compute/runtime/NEON/functions/NEDirectConvolutionLayer.h index c731bf278f..6d8ce1f6f4 100644 --- a/arm_compute/runtime/NEON/functions/NEDirectConvolutionLayer.h +++ b/arm_compute/runtime/NEON/functions/NEDirectConvolutionLayer.h @@ -68,6 +68,26 @@ public: * @param[in] conv_info Contains padding and stride information described in @ref PadStrideInfo. */ void configure(ITensor *input, const ITensor *weights, const ITensor *bias, ITensor *output, const PadStrideInfo &conv_info); + /** Static function to check if given info will lead to a valid configuration of @ref NEDirectConvolutionLayer + * + * @note: DirectConvolution only works in the following configurations: + * 1x1 convolution with stride_x = 1/2/3, stride_y = 1/2/3 data type = QS8/QS16/F16/F32 + * 3x3 convolution with stride_x = 1/2/3, stride_y = 1/2/3 data type = QS8/F16/F32 + * 5x5 convolution with stride_x = 1/2/3, stride_y = 1/2/3 data type = F32 + * + * @param[in] input Input tensor. Data types supported: QS8/QS16/F16/F32. + * @param[in] weights Set of kernels to convolve the input volume. + * Supported sizes: 1x1, 3x3 and 5x5. + * The 3rd dimension must be the same as the input's volume 3rd dimension. + * Data type supported: Same as @p input. + * @param[in] bias Set of biases. Data type supported: Same as @p input. + * @param[in] output Output tensor. + * The 3rd dimensions must be equal to the 4th dimension of the @p kernels tensor. Data types supported: Same as @p input. + * @param[in] conv_info Contains padding and stride information described in @ref PadStrideInfo. + * + * @return a status + */ + static Status validate(const ITensorInfo *input, const ITensorInfo *weights, const ITensorInfo *bias, const ITensorInfo *output, const PadStrideInfo &conv_info); // Inherited methods overridden: void run() override; |