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Use Dynamic Workload Scheduler #169

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killian-mahe opened this issue Jul 3, 2024 · 0 comments
Open

Use Dynamic Workload Scheduler #169

killian-mahe opened this issue Jul 3, 2024 · 0 comments

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@killian-mahe
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killian-mahe commented Jul 3, 2024

Google launched Dynamic Workload Scheduler at the end of last year. It optimizes the allocation and utilization of AI/ML resources like GPUs and TPUs. It operates in two modes:

Flex Start Mode

Allows flexible and cost-effective access to GPUs/TPUs by requesting capacity as needed, with no minimum duration. This mode is ideal for shorter, less predictable tasks.

Calendar Mode

Enables users to reserve GPU/TPU capacity for specific future dates, ensuring availability for scheduled workloads, suitable for tasks with defined start times and durations​.

Is this feature usable with the Kedro VertexAI plugin?

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