8a1ad36ddc77d956106aefe882b6fa04013bfcca,deepchem/models/tensorgraph/layers.py,Conv3D,__init__,#Conv3D#Any#Any#Any#Any#Any#Any#Any#Any#Any#,2064

Before Change

      strides = stride
      if isinstance(stride, int):
        strides = (stride, stride, stride)
      if padding.lower() == "same":
        self._shape = (parent_shape[0],
                       int(np.ceil(parent_shape[1] / strides[0])),
                       int(np.ceil(parent_shape[2] / strides[1])),
                       int(np.ceil(parent_shape[3] / strides[2])), num_outputs)
      else:
        self._shape = (parent_shape[0], parent_shape[1] // strides[0],
                       parent_shape[2] // strides[1],
                       parent_shape[3] // strides[2], num_outputs)
    except:
      pass

  def _build_layer(self, reuse):

After Change

      strides = stride
      if isinstance(stride, int):
        strides = (stride, stride, stride)
      if isinstance(kernel_size, int):
        kernel_size = (kernel_size, kernel_size, kernel_size)
      self._shape = (parent_shape[0],
                     _conv_size(parent_shape[1], kernel_size[0], strides[0],
                                padding),
                     _conv_size(parent_shape[2], kernel_size[1], strides[1],
                                padding),
                     _conv_size(parent_shape[3], kernel_size[2], strides[2],
                                padding), num_outputs)
    except:
      pass

  def _build_layer(self, reuse):

Instances