# Copyright 2024 The Flax Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
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#     http://www.apache.org/licenses/LICENSE-2.0
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"""Hyperparameter configuration for Fake data benchmark."""

import jax

from configs import default as default_lib


def get_config():
  """Get the hyperparameter configuration for Fake data benchmark."""
  # Override default configuration to avoid duplication of field definition.
  config = default_lib.get_config()
  config.batch_size = 256 * jax.device_count()
  config.half_precision = True
  config.num_epochs = 5

  # Run for a single step:
  config.num_train_steps = 1
  config.steps_per_eval = 1

  return config
