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Home/ Questions/Q 7079933
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Editorial Team
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Editorial Team
Asked: May 28, 20262026-05-28T06:43:57+00:00 2026-05-28T06:43:57+00:00

Is it possible to launch multiple kernels on multiple GPUs concurrently from a single

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Is it possible to launch multiple kernels on multiple GPUs concurrently from a single thread in cuda 4.0?

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  1. Editorial Team
    Editorial Team
    2026-05-28T06:43:58+00:00Added an answer on May 28, 2026 at 6:43 am

    To use multiple GPUs from a single thread, you can switch between cuda contexts (each of which is bound is bound to a GPU) and launch kernels asynchronously. In effect you will be running multiple kernels across multiple GPUs this way.

    However if you have cards with compute capability > 2.0, you can also run kernels concurrently as shown in the comments above. You can find the post about concurrent kernel execution over here.

    Ofcourse you can use both if you have multiple cards with compute capability >= 2.0.

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