old_contents: import os
  from subprocess import call
  from os import path
  
  # Executables
  executable = 'python'
  
  # Paths
  srcdir = '../..'
  scriptname = 'run_avae.py'
  cwd = os.path.dirname(os.path.abspath(__file__))
  outdir = cwd
  rootdir = srcdir
  
  # Arguments
  args = [
  # Architecture
  '--is-train',
  '--image-size', '128',
  '--output-size', '64',
  '--c-dim', '3',
  '--z-dim', '64',
  '--z-dist', 'gauss',
  '--cond-dist', 'gauss',
  '--eps-dim', '128',
  '--eps-nbasis', '32',
  '--encoder', 'conv0',
  '--decoder', 'conv0',
  '--adversary', 'conv1',
  '--is-01-range',
  #'--is-ac',
  # Training
  '--nsteps', '2500000',
  '--ntest', '100',
  "--learning-rate", "1e-5",
  "--learning-rate-adversary", "1e-4",
  '--batch-size', '64',
  '--log-dir', os.path.join(outdir, 'logs'),
  '--sample-dir', os.path.join(outdir, 'samples'),
  # Data set
  '--dataset', 'celebA',
  '--data-dir', 'datasets',
  '--split-dir', 'datasets/splits',
  # Test
  '--eval-dir', os.path.join(outdir, 'eval'),
  '--test-nite', '0',
  '--test-nais', '20',
  '--test-ais-nsteps', '2000', 
  '--test-ais-nchains', '8',
  '--test-ais-eps', '1e-2',
  '--test-is-center-posterior',
  ]
  
  # Set environment variables here
  my_env = os.environ.copy()
  # Run
  call([executable, scriptname] + args, env=my_env, cwd=rootdir)
  
  
new_contents: import os
  from subprocess import call
  from os import path
  
  # Executables
  executable = 'python'
  
  # Paths
  srcdir = '../..'
  scriptname = 'run_avae.py'
  cwd = os.path.dirname(os.path.abspath(__file__))
  outdir = cwd
  rootdir = srcdir
  
  # Arguments
  args = [
  # Architecture
  '--is-train',
  '--image-size', '128',
  '--output-size', '64',
  '--c-dim', '3',
  '--z-dim', '64',
  '--z-dist', 'gauss',
  '--cond-dist', 'gauss',
  '--eps-dim', '128',
  '--eps-nbasis', '32',
  '--encoder', 'conv2',
  '--decoder', 'conv2',
  '--adversary', 'conv1',
  '--is-01-range',
  #'--is-ac',
  # Training
  '--nsteps', '2500000',
  '--ntest', '100',
  "--learning-rate", "1e-5",
  "--learning-rate-adversary", "1e-4",
  '--batch-size', '64',
  '--log-dir', os.path.join(outdir, 'logs'),
  '--sample-dir', os.path.join(outdir, 'samples'),
  # Data set
  '--dataset', 'celebA',
  '--data-dir', 'datasets',
  '--split-dir', 'datasets/splits',
  # Test
  '--eval-dir', os.path.join(outdir, 'eval'),
  '--test-nite', '0',
  '--test-nais', '20',
  '--test-ais-nsteps', '2000', 
  '--test-ais-nchains', '8',
  '--test-ais-eps', '1e-2',
  '--test-is-center-posterior',
  ]
  
  # Set environment variables here
  my_env = os.environ.copy()
  # Run
  call([executable, scriptname] + args, env=my_env, cwd=rootdir)
  
  
subject: Change standard architectures for avb_celebA_64 experiments for consistency.