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[TensorRT] Fixed access to pad_value #8131

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[TensorRT] Fixed access to pad_value #8131

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5fb7d13
Fixed access to pad_value
akmaru May 25, 2021
6e0bbc0
Added test cases
akmaru May 25, 2021
d7af28e
Added pad_value into PadOpConverter inputs
akmaru May 25, 2021
9cc90d8
Check pad_value is Relay.Constant by assertion
akmaru May 25, 2021
e50bc43
Fixed checking if constant pad_value
akmaru May 27, 2021
827797a
Formatted
akmaru Jun 8, 2021
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8 changes: 6 additions & 2 deletions python/tvm/relay/op/contrib/tensorrt.py
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Original file line number Diff line number Diff line change
Expand Up @@ -723,8 +723,12 @@ def pad_annotate_fn(expr): # pylint: disable=unused-variable
if attrs.pad_mode != "constant":
logger.info("nn.pad: pad mode is %s but must be constant.", attrs.pad_mode)
return False
if float(attrs.pad_value) != 0.0:
logger.info("nn.pad: pad value is %f but must be 0.0.", float(attrs.pad_value))
if (
isinstance(args[1], relay.Constant)
and len(args[1].checked_type.shape) == 0
and args[1].data.numpy().item() != 0.0
):
logger.info("nn.pad: pad value is %s but must be 0.0.", args[1])
return False
if len(attrs.pad_width) not in [4, 5]:
logger.info("nn.pad: can only pad 4D or 5D inputs")
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