31269a5197170026985db35c4703cc6e9c805ebf,tangent/reverse_ad.py,ReverseAD,visit_Call,#ReverseAD#Any#,659
Before Change
if grads.DEFAULT in bound_args.arguments.values():
// Build a mapping from names to defaults
args = quoting.parse_function(func).body[0].args
defaults = {}
for arg, default in zip(*map(reversed, [args.args,
args.defaults])):
defaults[arg.id] = default
for arg, default in zip(args.kwonlyargs, args.kw_defaults):
After Change
kwargs = dict(zip(*map(reversed, [args.args, args.defaults])))
kwargs.update(dict(zip(args.kwonlyargs, args.kw_defaults)))
for arg, val in kwargs.items():
if arg.id not in bound_args.arguments:
bound_args.arguments[arg.id] = val
// Let"s fill in the template. The first argument is the output, which
// was stored in a temporary variable
output_name = six.get_function_code(template_).co_varnames[0]
arg_replacements = {output_name: ast_.copy_node(self.target)}
arg_replacements.update(bound_args.arguments)
In pattern: SUPERPATTERN
Frequency: 3
Non-data size: 4
Instances Project Name: google/tangent
Commit Name: 31269a5197170026985db35c4703cc6e9c805ebf
Time: 2017-11-10
Author: bart.vanmerrienboer@gmail.com
File Name: tangent/reverse_ad.py
Class Name: ReverseAD
Method Name: visit_Call
Project Name: google/tangent
Commit Name: 31269a5197170026985db35c4703cc6e9c805ebf
Time: 2017-11-10
Author: bart.vanmerrienboer@gmail.com
File Name: tangent/forward_ad.py
Class Name: ForwardAD
Method Name: visit_Call
Project Name: allenai/allennlp
Commit Name: 8cb07b261c4825e56ec0925f05412fca70d19a57
Time: 2020-01-16
Author: mattg@allenai.org
File Name: allennlp/data/dataset_readers/babi.py
Class Name: BabiReader
Method Name: __init__