2007aac912faadbf0ae3af206f3fa100284b8e23,tensorflow_privacy/privacy/analysis/compute_dp_sgd_privacy.py,,main,#Any#,83

Before Change

    raise app.UsageError("N must be larger than the batch size.")
  orders = ([1.25, 1.5, 1.75, 2., 2.25, 2.5, 3., 3.5, 4., 4.5] +
            list(range(5, 64)) + [128, 256, 512])
  steps = int(math.ceil(FLAGS.epochs * FLAGS.N / FLAGS.batch_size))

  apply_dp_sgd_analysis(q, FLAGS.noise_multiplier, steps, orders, FLAGS.delta)

After Change

  assert FLAGS.N is not None, "Flag N is missing."
  assert FLAGS.batch_size is not None, "Flag batch_size is missing."
  assert FLAGS.noise_multiplier is not None, "Flag noise_multiplier is missing."
  assert FLAGS.epochs is not None, "Flag epochs is missing."
  compute_dp_sgd_privacy(FLAGS.N, FLAGS.batch_size, FLAGS.noise_multiplier,
                         FLAGS.epochs, FLAGS.delta)

Instances