icemelon9 commented on a change in pull request #4949: Conv3D ONNX supprot and
conv3D_ncdhw x86 schedules
URL: https://github.com/apache/incubator-tvm/pull/4949#discussion_r384804363
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File path: topi/python/topi/x86/conv3d.py
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@@ -73,6 +73,45 @@ def conv3d_ndhwc(cfg, data, kernel, strides, padding,
dilation, out_dtype):
return _conv3d_ndhwc(cfg, data, kernel, strides, padding, dilation,
out_dtype)
[email protected]_topi_compute("conv3d_ncdhw.x86")
+def conv3d_ncdhw(cfg, data, kernel, strides, padding, dilation, out_dtype):
+ """3D convolution forward operator.
+
+ Parameters
+ ----------
+ input : tvm.Tensor
+ 5-D input data with shapes:
+ [batch, in_channel, in_depth, in_height, in_width] for NCDHW layout
+ [batch, in_depth, in_height, in_width, in_channel] for NDHWC layout
+
+ filter : tvm.Tensor
+ 5-D filter with shape [kernel_depth, kernel_height, kernel_width,
in_channels, out_channels]
+
+ strides : int or a list/tuple of three ints
+ stride size, or [stride_depth, stride_height, stride_width]
+
+ padding : int or a list/tuple of three ints
+ padding size, or [pad_depth, pad_height, pad_width]
+
+ dilation: int or a list/tuple of three ints
+ dilation size, or [dilation_depth, dilation_height, dilation_width]
+
+ Returns
+ -------
+ output : tvm.Tensor
+ 5-D with shape [batch, out_depth, out_height, out_width, out_channel]
for NDHWC layout
Review comment:
remove this line
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