bc6c691202e5f8755de7b13d88f86286ff878abb,kur/backend/pytorch_backend.py,PyTorchBackend,process_loss,#PyTorchBackend#Any#Any#,244

Before Change


				"loss functions attached: %s", ", ".join(output_only))

		if isinstance(loss, (list, tuple)):
			loss = {x.get("target") : x for x in loss}

		if not isinstance(loss, (dict, OrderedDict)):
			raise ValueError("Loss functions given to "compile" should be "
				"a list/tuple, a dictionary, or a single Loss instance. "

After Change



		if isinstance(loss, (list, tuple)):
			loss_with_names = []
			for x in loss:
				if not isinstance(x, (dict, OrderedDict)):
					raise ValueError("Expected each individual loss entry to "
						"be a dictionary. Received: {}".format(x))
				if not "target" in x:
					raise ValueError("Missing required key in loss function: "
						""target".")
				loss_with_names.append((x["target"], x))

		elif isinstance(loss, (dict, OrderedDict)):
			loss_with_names = list(loss.items())

		else:
			raise ValueError("Loss functions given to "compile" should be "
				"a list/tuple, a dictionary, or a single Loss instance. "
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 3

Non-data size: 8

Instances


Project Name: deepgram/kur
Commit Name: bc6c691202e5f8755de7b13d88f86286ff878abb
Time: 2017-05-10
Author: ajsyp@syptech.net
File Name: kur/backend/pytorch_backend.py
Class Name: PyTorchBackend
Method Name: process_loss


Project Name: markovmodel/PyEMMA
Commit Name: d58f782c5ed1e6e21035ec23012b54720f293503
Time: 2017-12-19
Author: m.scherer@fu-berlin.de
File Name: pyemma/_base/estimator.py
Class Name: Estimator
Method Name: __my_setstate__


Project Name: deepgram/kur
Commit Name: bc6c691202e5f8755de7b13d88f86286ff878abb
Time: 2017-05-10
Author: ajsyp@syptech.net
File Name: kur/backend/keras_backend.py
Class Name: KerasBackend
Method Name: process_loss