Supercharge Web AI Model Testing: WebGPU, WebGL, and Headless Chrome

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Autodiff Deep Learning Machine Learning Rust Scientific Computing

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  • design

    WebAssembly Design Documents

    • https://github.com/WebAssembly/design/issues/1397

    > Currently allocating more than ~300MB of memory is not reliable on Chrome on Android without resorting to Chrome-specific workarounds, nor in Safari on iOS.

    That's about allocating CPU memory but the GPU memory situation is similar.

  • burn

    Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals.

    • Great!

    For Burn project, we have WebGPU example and I was looking into how we could add automated tests in the browser. Now it seems possible.

    Here is the image classification example if you'd like to check out:

    https://github.com/tracel-ai/burn/tree/main/examples/image-c...

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    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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