masahi commented on a change in pull request #5737:
URL: https://github.com/apache/incubator-tvm/pull/5737#discussion_r438492454
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File path: python/tvm/relay/op/strategy/generic.py
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@@ -345,6 +345,46 @@ def conv2d_transpose_strategy(attrs, inputs, out_type,
target):
name="conv2d_transpose_nchw.generic")
return strategy
+
+# conv3d_transpose
+def wrap_compute_conv3d_transpose(topi_compute):
+ """wrap conv3d_transpose topi compute"""
+ def compute_conv3d_transpose(attrs, inputs, out_dtype):
+ """Compute definition of conv3d_transpose"""
+ padding = get_const_tuple(attrs.padding)
+ strides = get_const_tuple(attrs.strides)
+ out_dtype = attrs.out_dtype
+ out_dtype = (inputs[0].dtype if out_dtype in ("same", "")
+ else out_dtype)
+ print(topi_compute, type(topi_compute))
+ out = topi_compute(
+ inputs[0], inputs[1], strides, padding, out_dtype)
+ output_padding = get_const_tuple(attrs.output_padding)
+ out = topi.nn.pad(out,
+ [0, 0, 0, 0, 0],
+ [0, 0, output_padding[0], output_padding[1],
output_padding[2]])
+ return [out]
+ return compute_conv3d_transpose
+
+
+@override_native_generic_func("conv3d_transpose_strategy")
+def conv3d_transpose_strategy(attrs, inputs, out_type, target):
+ """conv3d_transpose generic strategy"""
+ logger.warning("conv3d_transpose is not optimized for this platform.")
+ layout = attrs.data_layout
+ dilation = get_const_tuple(attrs.dilation)
+ groups = attrs.groups
+ assert layout == "NCDHW", "only support ncdhw for now"
+ assert dilation == (1, 1, 1), "not support dilate now"
+ assert groups == 1, "only support groups == 1 for now"
+ strategy = _op.OpStrategy()
+ print("Adding compute strategy >> ", topi.nn.conv3d_transpose_ncdhw)
Review comment:
remove this
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