You are an expert in writing code in many different languages. Your goal is to perform code completion for the following code, keeping in mind the rest of the code and the file meta data.
    Metadata details:
    filename: cnn_train_dag.m
    path of file: ./repos/Pedestrian_Alignment/examples
    
    the code of the file until where you have to start completion: function [net,stats] = cnn_train_dag(net, imdb, getBatch, varargin)
%CNN_TRAIN_DAG Demonstrates training a CNN using the DagNN wrapper
%    CNN_TRAIN_DAG() is similar to CNN_TRAIN(), but works with
%    the DagNN wrapper instead of the S
    
function clearMex()
% -------------------------------------------------------------------------
clear vl_tmove vl_imreadjpeg ;

% -------------------------------------------------------------------------
function prepareGPUs(opts, cold)
% -------------------------------------------------------------------------
numGpus = numel(opts.gpus) ;
if numGpus > 1
  % check parallel pool integrity as it could have timed out
  pool = gcp('nocreate') ;
  if ~isempty(pool) && pool.NumWorkers ~= numGpus
    delete(pool) ;
  end