COMPMID-2195: DepthwiseConv allow padding > 1 (top/bottom)
Removed assert from CLDepthwiseConvolutionLayer3x3NHWCKernel.cpp
Added a test case for padding (2,2,2,2) and dilation (2,2)
Added a test case for padding (4,4,4,4) and dilation (4,4)
When dilation is > 1 padding > 1 is required to support SAME_PADDING
Change-Id: I36d3f3eec1935f29f097d886a81589533009fede
Signed-off-by: Pablo Tello <pablo.tello@arm.com>
Reviewed-on: https://review.mlplatform.org/c/1276
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com>
diff --git a/tests/datasets/DilatedDepthwiseConvolutionLayerDataset.h b/tests/datasets/DilatedDepthwiseConvolutionLayerDataset.h
index 28b3456..8f4df3e 100644
--- a/tests/datasets/DilatedDepthwiseConvolutionLayerDataset.h
+++ b/tests/datasets/DilatedDepthwiseConvolutionLayerDataset.h
@@ -55,6 +55,10 @@
// Asymmetric padding
add_config(TensorShape(33U, 27U, 7U), Size2D(5U, 7U), PadStrideInfo(3, 2, 1, 1, 2, 0, DimensionRoundingType::FLOOR), Size2D(2U, 2U));
add_config(TensorShape(33U, 27U, 7U), Size2D(5U, 7U), PadStrideInfo(3, 2, 1, 1, 0, 2, DimensionRoundingType::FLOOR), Size2D(2U, 2U));
+ // Dilation and padding 2
+ add_config(TensorShape(33U, 33U, 3U), Size2D(3U, 3U), PadStrideInfo(1, 1, 2, 2, 2, 2, DimensionRoundingType::FLOOR), Size2D(2U, 2U));
+ // Dilation and padding 4
+ add_config(TensorShape(33U, 33U, 3U), Size2D(3U, 3U), PadStrideInfo(1, 1, 4, 4, 4, 4, DimensionRoundingType::FLOOR), Size2D(4U, 4U));
}
};