Model or layer object

int, or list of 3 ints, or list of 3 lists of 2 ints.

• If int: the same symmetric padding is applied to width and height.

• If list of 3 ints: interpreted as three different symmetric padding values: (symmetric_dim1_pad, symmetric_dim2_pad, symmetric_dim3_pad).

• If list of 3 lists of 2 ints: interpreted as ((left_dim1_pad, right_dim1_pad), (left_dim2_pad, right_dim2_pad), (left_dim3_pad, right_dim3_pad))

A string, one of channels_last (default) or channels_first. The ordering of the dimensions in the inputs. channels_last corresponds to inputs with shape (batch, spatial_dim1, spatial_dim2, spatial_dim3, channels) while channels_first corresponds to inputs with shape (batch, channels, spatial_dim1, spatial_dim2, spatial_dim3). It defaults to the image_data_format value found in your Keras config file at ~/.keras/keras.json. If you never set it, then it will be "channels_last".

Fixed batch size for layer

An optional name string for the layer. Should be unique in a model (do not reuse the same name twice). It will be autogenerated if it isn't provided.

Whether the layer weights will be updated during training.

Initial weights for layer.