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Added attr & tensor type mapping for final state codegen #39997

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Merged
merged 1 commit into from
Mar 1, 2022
Merged

Added attr & tensor type mapping for final state codegen #39997

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22 changes: 21 additions & 1 deletion paddle/fluid/eager/auto_code_generator/final_state_generator/eager_gen.py
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Original file line number Diff line number Diff line change
Expand Up @@ -24,6 +24,17 @@
core_ops_args_type_info = {}


yaml_types_mapping = {
'int' : 'int', 'int32_t' : 'int32_t', 'int64_t' : 'int64_t', 'size_t' : 'size_t', \
'float' : 'float', 'double' : 'double', 'bool' : 'bool', \
'Backend' : 'Backend', 'DataLayout' : 'DataLayout', 'DataType' : 'DataType', \
'int64_t[]' : 'std::vector<int64_t>', 'int[]' : 'std::vector<int>',
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long[]也支持下?

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诶我在支持Scalar的PR里加哈

'Tensor' : 'Tensor',
'Tensor[]' : 'std::vector<Tensor>',
'Tensor[Tensor[]]' : 'std::vector<std::vector<Tensor>>'
}


def ParseArguments():
parser = argparse.ArgumentParser(
description='Eager Code Generator Args Parser')
Expand Down Expand Up @@ -59,7 +70,9 @@ def IsPlainTensorType(string):


def IsVectorTensorType(string):
vector_tensor_types = ['list(Tensor)']
vector_tensor_types = [
'std::vector<std::vector<Tensor>>', 'std::vector<Tensor>'
]
if string in vector_tensor_types:
return True
return False
Expand Down Expand Up @@ -180,6 +193,9 @@ def ParseYamlArgs(string):
arg_name = m.group(3).split("=")[0].strip()
default_value = m.group(3).split("=")[1].strip() if len(
m.group(3).split("=")) > 1 else None

assert arg_type in yaml_types_mapping.keys()
arg_type = yaml_types_mapping[arg_type]
if "Tensor" in arg_type:
assert default_value is None
inputs_list.append([arg_name, arg_type, i])
Expand Down Expand Up @@ -219,6 +235,10 @@ def ParseYamlReturnsWithName(string):
m = re.search(pattern, ret)
ret_type = m.group(1)
ret_name = m.group(2)

assert ret_type in yaml_types_mapping.keys()
ret_type = yaml_types_mapping[ret_type]

assert "Tensor" in ret_type
returns_list.append([ret_name, ret_type, i])

Expand Down