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conv2d #15697

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conv2d #15697

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68f925a
added conv2d backend
rum1887 May 19, 2023
d3d9938
dataformat changed to NCHW
rum1887 May 25, 2023
0c3005a
removed the final axis swap
rum1887 May 25, 2023
f5dd058
dataformat nhwc
rum1887 May 25, 2023
b99a6e6
changed df to dataformat
rum1887 May 25, 2023
5bca1cb
support for unsupported datatype
rum1887 May 25, 2023
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18 changes: 16 additions & 2 deletions ivy/functional/backends/paddle/layers.py
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Original file line number Diff line number Diff line change
Expand Up @@ -118,8 +118,22 @@ def conv2d(
data_format: str = "NHWC",
dilations: Union[int, Tuple[int, int]] = 1,
out: Optional[paddle.Tensor] = None,
) -> paddle.Tensor:
raise IvyNotImplementedException()
):
df = "NHWC"
if data_format == "NCHW":
df = "NCHW"
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x = _pad_before_conv(x, filters, strides, padding, 2, dilations, df)
filters = paddle.transpose(filters, perm=(3, 2, 0, 1))
padding = "VALID"
res = paddle.nn.functional.conv2d(
x,
filters,
data_format=df,
stride=strides,
padding=padding,
dilation=dilations,
)
return res


# noinspection PyUnresolvedReferences
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