text: from __future__ import absolute_import
  from __future__ import print_function
  
  import os
  import sys
  
  # the next line can be removed after installation
  sys.path.insert(0, os.path.dirname(os.path.dirname(
      os.path.dirname(os.path.abspath(__file__)))))
  
  import nngen as ng
  import veriloggen
  
  import onnx_vgg11
  
  
  act_shape = (1, 32, 32, 3)
  act_dtype = ng.int32
  weight_dtype = ng.int32
  bias_dtype = ng.int32
  scale_dtype = ng.int32
  with_batchnorm = True
  disable_fusion = False
  conv2d_par_ich = 1
  conv2d_par_och = 1
  conv2d_par_col = 1
  conv2d_par_row = 1
  conv2d_concur_och = None
  conv2d_stationary = 'filter'
  pool_par = 1
  elem_par = 1
  chunk_size = 64
  axi_datawidth = 32
  
  
  def test(request, silent=True):
      veriloggen.reset()
  
      simtype = request.config.getoption('--sim')
  
      rslt = onnx_vgg11.run(act_shape,
                            act_dtype, weight_dtype,
                            bias_dtype, scale_dtype,
                            with_batchnorm, disable_fusion,
                            conv2d_par_ich, conv2d_par_och, conv2d_par_col, conv2d_par_row,
                            conv2d_concur_och, conv2d_stationary,
                            pool_par, elem_par,
                            chunk_size,
                            axi_datawidth, silent,
                            filename=None, simtype=simtype,
                            outputfile=os.path.splitext(os.path.basename(__file__))[0] + '.out')
  
      verify_rslt = rslt.splitlines()[-1]
      assert(verify_rslt == '# verify: PASSED')
  
  
  if __name__ == '__main__':
      rslt = onnx_vgg11.run(act_shape,
                            act_dtype, weight_dtype,
                            bias_dtype, scale_dtype,
                            with_batchnorm, disable_fusion,
                            conv2d_par_ich, conv2d_par_och, conv2d_par_col, conv2d_par_row,
                            conv2d_concur_och, conv2d_stationary,
                            pool_par, elem_par,
                            chunk_size,
                            axi_datawidth, silent=False,
                            filename='tmp.v',
                            outputfile=os.path.splitext(os.path.basename(__file__))[0] + '.out')
      print(rslt)
  