View horovod on Snyk Open Source Advisor

Package Health Score

75 / 100

security
No known security issues
popularity
Popular
maintenance
Inactive
community
Active

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Popularity

Popular

GitHub Stars: 14.27K
Forks: 2.24K
Contributors: 160

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package horovod, we found that it has been starred 14,268 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Jun 12, 2023
Direct Vulnerabilities: 0
C
0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 0
H
0
M
0
L

All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

Apache-2.0

Security Policy

Yes

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Maintenance

Inactive

Commit Frequency

Open Issues: 383
Open PR: 25
Last Release: 1 year ago
Last Commit: 3 months ago

Further analysis of the maintenance status of horovod based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Inactive.

An important project maintenance signal to consider for horovod is that it hasn't seen any new versions released to PyPI in the past 12 months, and could be considered as a discontinued project, or that which receives low attention from its maintainers.

As a healthy sign for on-going project maintenance, we found that the GitHub repository had at least 1 pull request or issue interacted with by the community.

Community

Active

Readme: Yes
Contributing.md: Yes
Code of Conduct: Yes
Contributors: 160
Funding: No

A good and healthy external contribution signal for horovod project, which invites more than one hundred open source maintainers to collaborate on the repository.

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Package

Python Versions Compatibility: >=3.6

Age: 7 years
Latest Release: 1 year ago
Dependencies: N/A
Versions: 73
Maintainers: 2
Wheels: No

Not sure how to use horovod?

To help you get started, we've collected the most common ways that horovod is being used within popular public projects.

Edy-Barraza / Transformer_Distillation / network_distillation_distributed.py View on Github

def main(_):

  hvd.init()
  FLAGS.output_dir = FLAGS.output_dir if hvd.rank() == 0 else os.path.join(FLAGS.output_dir, str(hvd.rank()))
  FLAGS.num_train_steps = FLAGS.num_train_steps // hvd.size()
  FLAGS.num_warmup_steps = FLAGS.num_warmup_steps // hvd.size()
  tf.logging.set_verbosity(tf.logging.INFO)

  if not FLAGS.do_train and not FLAGS.do_eval:
    raise ValueError("At least one of `do_train` or `do_eval` must be True.")

  bert_config = modeling.BertConfig.from_json_file(FLAGS.bert_config_file)

  tf.gfile.MakeDirs(FLAGS.output_dir)

  input_files = []
  for input_pattern in FLAGS.input_file.split(","):
    input_files.extend(tf.gfile.Glob(input_pattern))

  tf.logging.info("*** Input Files ***")
  for input_file in input_files:
    tf.logging.info("  %s" % input_file)

View more ways to use horovod

FAQs

What is horovod?

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet. Visit Snyk Advisor to see a full health score report for horovod, including popularity, security, maintenance & community analysis.

Is horovod popular?

The python package horovod receives a total of 19,797 weekly downloads. As such, horovod popularity was classified as a popular. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is horovod well maintained?

We found indications that horovod is an Inactive project. See the full package health analysis to learn more about the package maintenance status.

Is horovod safe to use?

The python package horovod was scanned for known vulnerabilities and missing license, and no issues were found. Thus the package was deemed as safe to use. See the full health analysis review.

Last updated on 22 November-2024, at 15:27 (UTC).

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horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet. For more information about how to use this package see README

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Not sure how to use horovod?

FAQs

What is horovod?

Is horovod popular?

Is horovod well maintained?

Is horovod safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Fix identified vulnerabilities

Monitor for new issues

Package Health Score

Explore Similar Packages

Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Snyk Vulnerability Scanner

Not sure how to use horovod?

FAQs

What is horovod?

Is horovod popular?

Is horovod well maintained?

Is horovod safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Source Code

Open Source

Container

Config

Fix identified vulnerabilities

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