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[relay] preserve the order of input_info of pytorch #14462

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merged 4 commits into from
Apr 6, 2023
Merged

[relay] preserve the order of input_info of pytorch #14462

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45999b2
preserve the order of input_info
sweetcocoa Apr 3, 2023
eb75592
pylint: applied
sweetcocoa Apr 4, 2023
5bae5f3
remove unreachable assertion
sweetcocoa Apr 4, 2023
af23e32
sort fix : input info first, others back
sweetcocoa Apr 5, 2023
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11 changes: 11 additions & 0 deletions python/tvm/relay/frontend/pytorch.py
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Original file line number Diff line number Diff line change
Expand Up @@ -5014,6 +5014,17 @@ def from_pytorch(
data_inputs.append(arg)
else:
func_args.append(arg)

# Ensures that the order of data_input is the same as the order of inputs specified in input_info.
_data_inputs = []
for input_info in input_infos:
_data_input = [di for di in data_inputs if di.name_hint == input_info[0]]
if len(_data_input) != 1:
msg = "Unexpected input name ({}) which is unreachable.".format(input_info[0])
raise RuntimeError(msg)
_data_inputs.append(_data_input[0])
data_inputs = _data_inputs

func_args = data_inputs + func_args

mod["main"] = tvm.relay.Function(func_args, ret)
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