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https://forums.developer.nvidia.com/t/best-way-to-run-a-dag-of-heterogenous-tasks/340987

Best way to run a DAG of heterogenous tasks?

I have a workload running on the CPU today where one thread creates (and perhaps caches) DAGs of heterogeneous tasks and submits them to a runtime that sends tasks to a threadpool when their dependencies become available…



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Best way to run a DAG of heterogenous tasks?

https://forums.developer.nvidia.com/t/best-way-to-run-a-dag-of-heterogenous-tasks/340987

I have a workload running on the CPU today where one thread creates (and perhaps caches) DAGs of heterogeneous tasks and submits them to a runtime that sends tasks to a threadpool when their dependencies become available…



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https://forums.developer.nvidia.com/t/best-way-to-run-a-dag-of-heterogenous-tasks/340987

Best way to run a DAG of heterogenous tasks?

I have a workload running on the CPU today where one thread creates (and perhaps caches) DAGs of heterogeneous tasks and submits them to a runtime that sends tasks to a threadpool when their dependencies become available…

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      I have a workload running on the CPU today where one thread creates (and perhaps caches) DAGs of heterogeneous tasks and submits them to a runtime that sends tasks to a threadpool when their dependencies become available. I now want to support this pattern on GPUs. A few probably important details: All task types features ample SIMD parallelism and threads within a thread block can collectively execute them with no issues. The latency of each task type varies considerably, with the smallest an...

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