PyRank
ROCm

tokenspeed-iris

AMD RAD's multi-GPU Triton-based framework for seamless multi-GPU programming
PyPI GitHub
Downloads
Day
243
Week
1.6K
Month
3.3K
Stars
189
Forks
39
Issues
52
Version
0.0.0.post20260511

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
60
Popularity
47
Adoption
35
Community
80
How the maintenance status was determined
Last commit
10 days ago
Monthly downloads
3,319
• Active
Activity within 30 days
Stable
Activity within 31-180 days
Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
3,319
Stars
189
Stars per 1k downloads
56.94
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
• Community Favorite
> 5 stars per 1k downloads
Rising Star
Balanced ratio of stars to downloads
Unknown
Fewer than 1,000 monthly downloads, or no star data
How download momentum is calculated
Week daily avg
223
Month daily avg
111
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
>=3.8
Cutting Edge
Minimum supported version is 3.12 or newer
Modern
Minimum supported version is 3.9, 3.10, or 3.11
• Legacy
Supports 3.8 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
MIT
• Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
12 days ago
Total releases
2
Releases/year
60.8
• Rapid
Last release within 365 days and > 12 releases/year
Regular
Last release within 365 days
Slow
Last release 366-730 days ago
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
71
Monthly downloads
3,319
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
• Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
73
 
Issue Burden
275.1
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
182.1%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 142

Python Versions

3.12
100.0% 142

Top Countries

1. US US
145
2. CA CA
2
3. HK HK
1

Dependencies

4
4 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
MIT
First Release
May 10, 2026
Last Release
1 week ago
Last Commit
1 week ago
Latest Version
0.0.0.post20260511
Total Releases
2
Contributors
71
Open PRs
27
Archived
No
Author
Muhammad Awad, Muhammad Osama, Brandon Potter
Tracking Since
May 10, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh

Links