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Open Source

Forward

A library for high performance deep learning inference on NVIDIA GPUs.

Our verdict

Not reviewed yet

We have not reviewed Forward yet

No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.

How we review records

From the listing

About Forward

A C++ library for high performance deep learning inference on NVIDIA GPUs. It is listed under the observability category, suggesting a focus on monitoring or analyzing model performance in production.

Best for

Developers needing high performance deep learning inference on NVIDIA GPUs in C++ environments

Use cases

  • Deploying trained deep learning models for real-time inference
  • Optimizing GPU utilization for batch predictions
  • Integrating inference into production pipelines

Notes

555 stars on GitHub. Last updated 2022-01-29.

Pros

  • Optimized for NVIDIA GPUs for high throughput
  • Written in C++ for low latency and efficiency
  • Open source with community contributions from Tencent

Cons

  • Limited community size (555 stars) compared to larger frameworks
  • Narrow focus on NVIDIA GPUs only, no CPU or other vendor support
  • Categorized under observability, which may not align with typical inference tool expectations

Key facts

What we have checked

Latest version
2.0.2 (released 30 Nov 2021)
Checked GitHub
Days since the last commit
1,742
Checked GitHub
GitHub forks
62
Checked GitHub
GitHub stars
556
Checked GitHub
Days to a first reply on issues
1.9
Checked GitHub
Open issues
0
Checked GitHub
Releases in the last 90 days
0
Checked GitHub

Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.

Stars and usage

How Forward is growing

GitHub stars

555 to 556

stars. 12 July 2026 to 7 Nov 2026, 4 readings.

Source: GitHub. Checked .

Health and security

Is Forward looked after, and what do its setup files show

Health score

44 out of 100

Does someone look after this repository? It does not say the code is good or safe. Worked out from GitHub signals checked . How it is worked out

PartPointsWhat we saw
Recent activity0 of 30Last push 1,742 days ago
Releases0 of 150 releases in 90 days
Issue replies20 of 20First reply in 1.9 days (median)
Maintainer15 of 15Owned by an organisation
Official sourceNot countedMCP servers only

Sources

Where this comes from

  • GitHubRegistry

    Checked · Days since the last commit, GitHub forks, GitHub stars, Days to a first reply on issues, Open issues, Releases in the last 90 days

  • GitHubOfficial

    Checked · Latest version

A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.

Changelog

What changed

  1. Released 2.0.2

    Source: GitHub

  2. Released 2.0.1

    Source: GitHub

  3. Released 2.0.0

    Source: GitHub

  4. Released 1.3.3

    Source: GitHub

  5. Released 1.3.2

    Source: GitHub

  6. Released 1.3.1

    Source: GitHub

  7. Released 1.3.0

    Source: GitHub

  8. Released 1.2.5

    Source: GitHub

  9. Released 1.2.4

    Source: GitHub

  10. Released 1.2.3

    Source: GitHub

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