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jax / jax / _src / environment_info.py
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# Copyright 2022 The JAX Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

import subprocess
import sys
import textwrap
from typing import Optional, Union

from jax import version
from jax._src import lib
from jax._src import xla_bridge
import numpy as np

def try_nvidia_smi() -> Optional[str]:
  try:
    return subprocess.check_output(['nvidia-smi']).decode()
  except Exception:
    return None


def print_environment_info(return_string: bool = False) -> Union[None, str]:
  """Returns a string containing local environment & JAX installation information.

  This is useful information to include when asking a question or filing a bug.

  Args: return_string (bool) : if True, return the string rather than printing
  to stdout.
  """
  # TODO(jakevdp): should we include other info, e.g. jax.config.values?
  python_version = sys.version.replace('\n', ' ')
  with np.printoptions(threshold=4, edgeitems=2):
    devices_short = str(np.array(xla_bridge.devices())).replace('\n', '')
  info = textwrap.dedent(
      f"""\
  jax:    {version.__version__}
  jaxlib: {lib.version_str}
  numpy:  {np.__version__}
  python: {python_version}
  jax.devices ({xla_bridge.device_count()} total, {xla_bridge.local_device_count()} local): {devices_short}
  process_count: {xla_bridge.process_count()}"""
  )
  nvidia_smi = try_nvidia_smi()
  if nvidia_smi:
    info += '\n\n$ nvidia-smi\n' + nvidia_smi
  if return_string:
    return info
  else:
    return print(info)