Package Health Score

71 / 100

security
No known security issues
popularity
Recognized
maintenance
Inactive
community
Active

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Popularity

Recognized

GitHub Stars: 11.52K
Forks: 3.42K
Contributors: 380

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package apache-tvm, we found that it has been starred 11,517 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Jun 21, 2023
Direct Vulnerabilities: 0
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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

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Maintenance

Inactive

Commit Frequency

Open Issues: 669
Open PR: 260
Last Release: 1 year ago
Last Commit: 1 month ago

Further analysis of the maintenance status of apache-tvm 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 apache-tvm 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: No
Code of Conduct: Yes
Contributors: 380
Funding: No

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

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Package

Python Versions Compatibility: Unspecified

Age: 2 years
Latest Release: 11 months ago
Dependencies: 7 Direct
Versions: 30
Maintainers: 6
Wheels: Linux

Readme

Open Deep Learning Compiler Stack

Documentation | Contributors | Community | Release Notes

Apache TVM is a compiler stack for deep learning systems. It is designed to close the gap between the productivity-focused deep learning frameworks, and the performance- and efficiency-focused hardware backends. TVM works with deep learning frameworks to provide end to end compilation to different backends.

License

TVM is licensed under the Apache-2.0 license.

Getting Started

Check out the TVM Documentation site for installation instructions, tutorials, examples, and more. The Getting Started with TVM tutorial is a great place to start.

Contribute to TVM

TVM adopts apache committer model, we aim to create an open source project that is maintained and owned by the community. Check out the Contributor Guide.

Acknowledgement

We learned a lot from the following projects when building TVM.

Halide: Part of TVM's TIR and arithmetic simplification module originates from Halide. We also learned and adapted some part of lowering pipeline from Halide.
Loopy: use of integer set analysis and its loop transformation primitives.
Theano: the design inspiration of symbolic scan operator for recurrence.

apache-tvm dependencies

attrs cloudpickle decorator numpy psutil scipy tornado

FAQs

What is apache-tvm?

Tensor learning compiler binary distribution. Visit Snyk Advisor to see a full health score report for apache-tvm, including popularity, security, maintenance & community analysis.

Is apache-tvm popular?

The python package apache-tvm receives a total of 3,052 weekly downloads. As such, apache-tvm popularity was classified as a recognized. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is apache-tvm well maintained?

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

Is apache-tvm safe to use?

The python package apache-tvm 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 13 September-2024, at 09:49 (UTC).

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apache-tvm

Tensor learning compiler binary distribution For more information about how to use this package see README

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Open Deep Learning Compiler Stack

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apache-tvm dependencies

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Is apache-tvm well maintained?

Is apache-tvm safe to use?

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Package Health Score

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Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

Embed Package Health Score Badge

Keep your project healthy

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Snyk Vulnerability Scanner

Readme

Open Deep Learning Compiler Stack

License

Getting Started

Contribute to TVM

Acknowledgement

apache-tvm dependencies

FAQs

What is apache-tvm?

Is apache-tvm popular?

Is apache-tvm well maintained?

Is apache-tvm 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

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