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GitHub seismograph — discoveries and growing interest

NVIDIA/nccl

DevOps & infrastructureC++#communications#cpp#cuda#deep-learning#gpu
Total stars
5,178
Today · UTC
+0since 10:42 UTC
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Optimized primitives for collective multi-GPU communication

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About the project

NCCL is a standalone C++ library of collective communication primitives (all-reduce, all-gather, broadcast, reduce-scatter, send/receive) optimized for high-bandwidth inter-GPU communication over PCIe, NVLink, NVSwitch, InfiniBand and TCP/IP.

Useful for
  • Run all-reduce across multiple GPUs in a single node or cluster for distributed training
  • Build NCCL as a deb, rpm, txz package or Python wheel for deployment
  • Benchmark collective bandwidth with nccl-tests on your GPU topology

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →

0.5 Quiet Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of October 22, 2026, 11:38 UTC.

The star-growth assessment does not verify whether the project is safe to run.

Stars per day

0815July 25, 2026October 22, 2026

Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.

Why it’s trending

  • Star-counter measurements on 2026-10-22 (UTC), 10:42–11:36: 5178 → 5178 stars (+0). This is the change over that interval.
  • GitHub Trending C++ today: #8.
  • Recent forks include notable developers: @jeffhammond (840 followers).

Measured growth: the last 7 completed days

New stars over 7 days: 15. -35% versus the preceding 7 days.

Daily measurements · UTC
October 15, 2026
3
October 16, 2026
2
October 17, 2026
3
October 18, 2026
2
October 19, 2026
0
October 20, 2026
5
October 21, 2026
0

Largest measured day in the last 30 days: 6 · October 12, 2026. Days with data: 30.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 22, 2026, 11:37 UTC. Sources and measurement limits →

Three GitHub discoveries in each edition

What they do, why they are gaining interest, and what to check before using them.

Editions at 10:00, 16:00, 22:00 MSK.

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Numbers

Total stars
5,178
Today
+0 stars measured 2026-10-22, 10:42–11:36 UTC, ≈ 0 by evening
Forks
1,450
Issues and pull requests
2,470
Watchers
164
Language
C++
Latest release
v2.32.3-1 · September 17, 2026
Created
November 14, 2015
Last push
October 21, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

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