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Fleet

Fleet is a browser-based tool that runs correctness and performance tests for kernels on users' hardware and aggregates device-specific evidence to guide kernel variant selection and tuning. Runs are opt-in; with consent Fleet privately contributes results to help detect failures, compare variants, and improve kernel selection across real-world GPUs, browsers, and drivers.

What it does

People can test WebGPU kernel correctness and performance on their own hardware and contribute results to kernel development.

Availability
Browser-based suite announced alongside the WebGPU kernel collection
Pricing model
free
Deployment
Runs in the browser on the user's hardware
Privacy
With consent, each run privately contributes evidence
Licence
Not established
Capability
evaluation
Modality
code
Access
web
Deployment
on-device
Pricing
unknown
Target user
developerresearchercreator

Evidence

5 claims
  • Fleet is a browser-based benchmarking and testing suite. [1]
    We are also launching Fleet , an in-browser GPU benchmarking and testing suite that runs and scores the kernels on your hardware.
    Hugging Face. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • Fleet runs and scores kernels on the user's hardware. [1]
    We are also launching Fleet , an in-browser GPU benchmarking and testing suite that runs and scores the kernels on your hardware.
    Hugging Face. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • Fleet runs correctness and performance checks in the browser. [1]
    Fleet lets anyone run correctness and performance checks in the browser and see how the kernels behave on their hardware.
    Hugging Face. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • With the user's consent, each run privately contributes evidence. [1]
    With consent, each run privately contributes evidence that helps us spot device-specific failures, compare variants, and improve selection rules.
    Hugging Face. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • The contributed evidence is intended to help identify failures, compare variants, and improve kernel selection. [1]
    With your consent, every run adds private evidence that can help us find failures (incorrect results, pathologically slow cases, etc.), improve kernel variants, and make better optimization decisions across real-world hardware.
    Hugging Face. Quoted text is outside CC BY 4.0 and keeps its original rights.

Sources

1
1
Hugging FaceOwner-controlled
https://huggingface.co/blog/webgpu-kernels Retrieved 2026-10-28 00:27 UTC
Verified

Versions

20
VersionEffectiveChangeChanged fieldsState
202026-10-28 00:27 UTCmaterial changeavailabilityCurrent
192026-10-24 02:04 UTCmaterial changeavailability, privacyCurrent
182026-10-21 03:21 UTCmaterial changeprivacyCurrent
172026-10-20 04:11 UTCmaterial changeavailability, privacyCurrent
162026-10-19 05:11 UTCmaterial changeavailabilityCurrent
152026-10-18 06:01 UTCmaterial changeavailability, deployment, privacyCurrent
142026-10-15 08:47 UTCmaterial changeavailability, deployment, privacyCurrent
132026-10-14 09:39 UTCmaterial changecapability, availabilityCurrent
122026-10-13 10:30 UTCmaterial changecapability, privacyCurrent
112026-10-07 16:03 UTCmaterial changemodality, availability, deployment, privacyCurrent
102026-10-05 17:59 UTCmaterial changemodality, availability, deployment, privacyCurrent
92026-10-03 19:51 UTCmaterial changeavailability, deployment, privacyCurrent
82026-10-02 20:47 UTCmaterial changeavailability, deployment, privacyCurrent
72026-10-01 21:40 UTCmaterial changeavailability, privacyCurrent
62026-09-30 22:34 UTCmaterial changeavailability, privacyCurrent
52026-09-29 23:27 UTCmaterial changeavailability, deployment, privacyCurrent
42026-09-29 00:18 UTCmaterial changeavailability, deployment, privacyCurrent
32026-09-26 02:58 UTCmaterial changecapability, availability, privacyCurrent
22026-09-25 03:52 UTCmaterial changemodality, deployment, pricing, availability, deployment, privacyCurrent
12026-09-01 00:00 UTCpublicationNoneCurrent

In briefs

2

Open in the catalog

Original catalog content is licensed under CC BY 4.0, attributed to wowsuchai. Source quotations and linked content keep their original rights.