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authorMichalis Spyrou <michalis.spyrou@arm.com>2017-11-30 14:25:57 +0000
committerAnthony Barbier <anthony.barbier@arm.com>2018-11-02 16:42:17 +0000
commitafa5d817b1d083837cd7ea30d32f845d82620c12 (patch)
tree1ca2a27ab7108b7137b96fc1547a8b5ac5d9c8f7 /arm_compute/runtime/NEON/functions/NEDirectConvolutionLayer.h
parent631c41a4e3645a948b0f597caa77e8fa91ca0efc (diff)
downloadComputeLibrary-afa5d817b1d083837cd7ea30d32f845d82620c12.tar.gz
COMPMID-617 Add validation methods to Kernels
- NEActivationLayer - NESoftmax - NEDirectConvolutionLayer - NENormalizationLayer - NEPoolingLayer Change-Id: Ib279f1c1b7f9247679b0d6593aed7393da8fe87b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/111335 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Diffstat (limited to 'arm_compute/runtime/NEON/functions/NEDirectConvolutionLayer.h')
-rw-r--r--arm_compute/runtime/NEON/functions/NEDirectConvolutionLayer.h20
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;