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Model Quantization Benchmark

active 2025-01-172026-05-20 (UTC)

Partial coverage12,119 / 13,701 hourly files (88%) · 2 absent upstream · 1,578 failed, retryable2025-01-172026-08-10 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
80
Pushes
6
Pull requests
8
Issues
6
Stars
48
Forks
3

Activity over time

Daily event counts in the loaded window

Line chart, 489 days from 2025-01-17 to 2026-05-20. Pushes: 6 total, peak 2 in a day. Pull requests: 8 total, peak 2 in a day. Issues: 6 total, peak 1 in a day. Comments: 7 total, peak 4 in a day. Stars: 48 total, peak 2 in a day.

  • Pushes
  • Pull requests
  • Issues
  • Comments
  • Stars

Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.

Top contributors

Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity

ContributorContributionsPushesPRsComments
yinnengzhong7430
gemini-code-assist[bot]6004
helloyongyang4220
zhaoxin1113002
BuggerBugs2020
hpc2031000
WhoIsYu1010
dengxiongshi1001
Howard91121000
alizoljodi1000
xiaoBIGfeng1000
xiguadong1000

Recent activity

Latest issues, pull requests and releases

  • Pull request#291BuggerBugs2026-01-19 06:13
  • Pull request#291BuggerBugs2026-01-19 06:13
  • Issue comment#248dengxiongshi2025-09-03 12:01
    使用convert_deploy导出的onnx进行推理的指标与在训练过程中的指标不一致,要差于训练过程,做了QAT量化导出和非QAT量化导出的实验对比,非QAT量化导出的onnx推理指标正常
  • Issue#288alizoljodi2025-08-16 13:28
    TypeError: swap_module() takes 3 positional arguments but 4 were given
  • Issue#287hpc2032025-07-29 02:15
    后端是瑞芯微rknn的QAT量化
  • Pull request#286WhoIsYu2025-06-26 01:44
  • Issue#285Howard91122025-06-10 02:46
    convert_qnniqat_linearbn(model, fused_node) function has a error which cause the QDQ model error for LinearBn1d operator
  • Issue comment#281zhaoxin1112025-04-27 02:29
    ImportError: cannot import name '_type_utils' from 'torch.onnx'
  • Issue comment#281zhaoxin1112025-04-24 03:12
    ImportError: cannot import name '_type_utils' from 'torch.onnx'
  • Issue#284zhaoxin1112025-04-24 01:27
    RKNN转换支持
  • Pull request#283helloyongyang2025-04-20 15:29
  • Pull request#283yinnengzhong2025-04-19 17:37
  • Pull request#282helloyongyang2025-04-19 15:11
  • Pull request#282yinnengzhong2025-04-12 09:40
  • Issue#281xiaoBIGfeng2025-03-30 03:43
    ImportError: cannot import name '_type_utils' from 'torch.onnx'
  • Pull request#279yinnengzhong2025-01-19 08:15
  • Issue#278xiguadong2025-01-17 06:52
    请问有yolov5的 acc benchmark吗?

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 48 stars here means stars gained during the window, not the repo's star count.