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mcunet------[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory

active 2023-08-222026-04-21 (UTC)

Partial coverage20,399 / 26,152 hourly files (78%) · 2 absent upstream · 5,751 failed, retryable2023-08-192026-08-13 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
286
Pushes
5
Pull requests
0
Issues
8
Stars
214
Forks
45

Activity over time

Daily event counts in the loaded window

Line chart, 974 days from 2023-08-22 to 2026-04-21. Pushes: 5 total, peak 4 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 8 total, peak 2 in a day. Comments: 8 total, peak 2 in a day. Stars: 214 total, peak 3 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
RaymondWang05500
keltonlee3001
huangzhengxiang3001
jin3qin2002
winffke1001
lyc181001
goats-91001
h-tye1000
Arko-d1000
HomiKetalys1000
Oslomayor1001
WangGeng01000

Recent activity

Latest issues, pull requests and releases

  • Issue comment#102winffke2024-10-28 03:29
    Build Errors and Improper Inference for Patch-Based Inference
  • Issue comment#102Oslomayor2024-10-03 08:13
    Build Errors and Improper Inference for Patch-Based Inference
  • Issue#109HomiKetalys2024-07-27 12:43
    There is a bug in the memory allocation algorithm under multi branch PAD operation
  • Issue#106h-tye2024-06-20 00:04
    Use with tflite?
  • Issue comment#100jin3qin2024-05-16 07:33
    No module named 'code_generator'
  • Issue comment#100jin3qin2024-05-16 07:32
    No module named 'code_generator'
  • Issue comment#102goats-92024-04-19 02:58
    Build Errors for Patch-Based Inference
  • Issue#101WangGeng02024-04-07 09:43
    Replace ArduCAM mini 2mp plus with ArduCAM mini 5mp plus
  • Issue comment#49lyc182023-11-19 09:16
    Cannot run Codegen to generate code for other models
  • Issue#98Arko-d2023-11-02 11:51
    Arduino Nano BLE Sense Rev2 Support
  • Issue#95huangzhengxiang2023-09-25 04:58
    A potential bug with respect to padding in convolve_s8_kernel3_inputch3_stride2_pad1_fpreq
  • Issue comment#95huangzhengxiang2023-09-25 04:57
    A potential bug with respect to padding in convolve_s8_kernel3_inputch3_stride2_pad1_fpreq
  • Issue#95huangzhengxiang2023-09-25 04:34
    A potential bug with respect to padding in convolve_s8_kernel3_inputch3_stride2_pad1_fpreq
  • Issue#94keltonlee2023-09-24 22:44
    Python version
  • Issue#94keltonlee2023-09-23 07:52
    Python version
  • Issue comment#89keltonlee2023-09-21 06:32
    tutorial python examples/vww.py not work in python 3.8

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 214 stars here means stars gained during the window, not the repo's star count.