Do you know how to calculate the window size for "CreateDeformation" layer in Caffe with unet patch?

[Shima Masoumi]

Dear Caffe experts,

I have a question which I am hoping I get a response for my question here,

I have trained the 3D-unetwith the default settings for the window size (tile) is `nz: 116 ny: 132 nx: 132`  in `CreateDeformation` layer as follows:

layer { type: 'CreateDeformation'

 bottom: 'label' # to compare labels with ignore label
 

 top: 'def'
 

 name: 'create_deformation'
 

 create_deformation_param {
 

 random_offset_range_from_ignore_label: 255
 

 batch_size: 1 nz: 116 ny: 132 nx: 132 ncomponents: 3
 

 random_elastic_grid_spacing { v: 32 v: 32 v: 32 }
 

 random_elastic_deform_magnitude { v: 4 v: 4 v: 4 }
 

 random_rotate_from { v: -5 v: -5 v: -5 }
 

 random_rotate_to { v: 5 v: 5 v: 5 }
 

 }
 
 include: { phase: TRAIN } }

I need to increase the size of window in x and y direction, However, once I change the window size to `nz:64 ny:148 nx: 148`, caffe is raising an error related to `Concat` layer: I0904 16:58:19.558616 29073 net.cpp:426] concat_d1c_u1a-b <- scaleu1a I0904 16:58:19.558620 29073 net.cpp:426] concat_d1c_u1a-b <- scaled1c_relu_d1c_0_split_1 I0904 16:58:19.558627 29073 net.cpp:400] concat_d1c_u1a-b -> u1b F0904 16:58:19.558653 29073 concat_layer.cpp:70] Check failed: borderwidth*2 == width_difference (30 vs. 31) width difference must be even! input blob 1 axis 2 has width 35 and output blob has width 4. The difference 31 is not even. *** Check failure stack trace: ***     @     0x7f724d7825cd  google::LogMessage::Fail()     @     0x7f724d784433  google::LogMessage::SendToLog()     @     0x7f724d78215b  google::LogMessage::Flush()     @     0x7f724d784e1e  google::LogMessageFatal::~LogMessageFatal()     @     0x7f724de7968c  caffe::ConcatLayer<>::Reshape()     @     0x7f724ddb485f  caffe::Net<>::Init()     @     0x7f724ddb60e1  caffe::Net<>::Net()     @     0x7f724ddbf3da  caffe::Solver<>::InitTrainNet()     @     0x7f724ddc0747  caffe::Solver<>::Init()     @     0x7f724ddc0aea  caffe::Solver<>::Solver()     @     0x7f724df7d1d3  caffe::Creator_SGDSolver<>()     @           0x40a5d8  train()     @           0x4074b8  main     @     0x7f724c43a830  __libc_start_main     @           0x407c19  _start     @              (nil)  (unknown) Is there any formulation for calculating the size for window in CreateDeformation layer? I need to increase the size tile for my data to be able to see bigerview of the data.  Your help is really appreciated.  Thank you