d5fdcbf3bae3ea85cb89394147db4b1da0105fb4,python/mxnet/gluon/trainer.py,Trainer,__init__,#Trainer#Any#Any#Any#Any#Any#Any#,78

Before Change


            for key in sorted(list(params.keys())):
                param_list.append(params[key])
            params = param_list
        if not isinstance(params, (list, tuple)):
            raise ValueError(
                "First argument must be a list or dict of Parameters, " \
                "got %s."%(type(params)))
        self._params = []
        // parameters to initialize on the kvstore
        self._contains_sparse_weight = False
        self._contains_sparse_grad = False

After Change


        py_version = sys.version_info
        assert isinstance(params, (dict, OrderedDict)), \
            "invalid params type: {}. Expected dict type".format(type(params))
        names = list(params.keys())
        param_list = []
        // only python 3.5 requires sorting
        if py_version[0] == 3 and py_version[1] == 5:
            names = sorted(names)
        for name in names:
            p = params[name]
            if not isinstance(p, Parameter):
                raise ValueError(
                    "First argument must be a dict of Parameters, " \
                    "got list of %s."%(type(p)))
            param_list.append(p)
            // Shared parameters have same uuid; only need to store one of the shared versions
            if p._uuid in self._param2name:
                continue
            self._param2name[p._uuid] = name
        params = param_list

        self._params = []
        // parameters to initialize on the kvstore
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 3

Non-data size: 8

Instances


Project Name: apache/incubator-mxnet
Commit Name: d5fdcbf3bae3ea85cb89394147db4b1da0105fb4
Time: 2020-08-07
Author: linhaibin.eric@gmail.com
File Name: python/mxnet/gluon/trainer.py
Class Name: Trainer
Method Name: __init__


Project Name: pyannote/pyannote-audio
Commit Name: dc357b0e9d2bc40633f738997e8b7d17221c28fd
Time: 2018-06-29
Author: bredin@limsi.fr
File Name: pyannote/audio/util.py
Class Name:
Method Name: from_numpy


Project Name: Scitator/catalyst
Commit Name: 1a73a1367fedfa8368b6c42103e60e1b370bc14a
Time: 2019-04-19
Author: scitator@gmail.com
File Name: catalyst/contrib/criterion/focal_loss.py
Class Name: FocalLoss
Method Name: forward