82a059d89d5f5ebc77c6a3f0b8ac4072a3979104,tensorforce/core/networks/layer.py,Conv2d,__init__,#Conv2d#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#,936

Before Change


            l1_regularization: L1 regularization weight
        
        self.size = size
        if isinstance(window, int):
            self.window = (window, window)
        elif len(window) == 2:
            self.window = tuple(window)
        else:
            raise TensorForceError("Invalid window {} for conv2d layer, must be of size 2".format(window))
        self.stride = stride
        self.padding = padding
        self.bias = bias
        self.l2_regularization = l2_regularization

After Change


            summary_labels=summary_labels
        )
        if self.skip:
            self.linear_skip = Linear(
                size=size,
                bias=bias,
                l2_regularization=l2_regularization,
                l1_regularization=l1_regularization,
                summary_labels=summary_labels
            )
        // TODO: Consider creating two nonlinearity variables when skip is used and learning beta
        //       Right now, only a single beta can be learned
        self.nonlinearity = Nonlinearity(summary_labels=summary_labels, **util.prepare_kwargs(activation))
        super(Dense, self).__init__(named_tensors=named_tensors, scope=scope, summary_labels=summary_labels)
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 3

Non-data size: 5

Instances


Project Name: reinforceio/tensorforce
Commit Name: 82a059d89d5f5ebc77c6a3f0b8ac4072a3979104
Time: 2018-08-03
Author: alexkuhnle@t-online.de
File Name: tensorforce/core/networks/layer.py
Class Name: Conv2d
Method Name: __init__


Project Name: chainer/chainerrl
Commit Name: 71ee5a5d044a3ad12c28828f80160be182c61702
Time: 2019-04-28
Author: muupan@gmail.com
File Name: examples/mujoco/trpo/train_trpo.py
Class Name:
Method Name: main


Project Name: allenai/allennlp
Commit Name: 700abc65fd2172a2c6809dd9b72cf50fc2407772
Time: 2020-02-03
Author: mattg@allenai.org
File Name: allennlp/models/encoder_decoders/composed_seq2seq.py
Class Name: ComposedSeq2Seq
Method Name: __init__