Neural network scheduling mechanism
AssigneeIntel Corporation
InventorsLiwei Ma, Nadathur Rajagopalan Satish, Jeremy Bottleson, Farshad Akhbari, Eriko Nurvitadhi, Chandrasekaran Sakthivel, Barath Lakshmanan, Jingyi Jin, Justin E. Gottschlich, Michael Strickland
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Abstract
An apparatus to facilitate workload scheduling is disclosed. The apparatus includes one or more clients, one or more processing units to processes workloads received from the one or more clients, including hardware resources and scheduling logic to schedule direct access of the hardware resources to the one or more clients to process the workloads.
Claims20
An apparatus to facilitate workload scheduling comprising:
- one or more clients;
- one or more processing units to processes workloads received from the one or more clients, including:
- hardware resources;
- and
- scheduling logic to schedule direct access of the hardware resources to the one or more clients to process the workloads.
A method to facilitate workload scheduling, comprising:
- receiving requests from one or more clients to access hardware resources of a processing unit;
- and
- scheduling direct access of the hardware resources to a first of the one or more clients to process the workloads.
At least one computer readable medium having instructions, which when executed by one or more processors, cause the processors to:
- receive requests from one or more clients to access hardware resources of a processing unit;
- and
- schedule direct access of the hardware resources to a first of the one or more clients to process the workloads.
The computer readable medium of claim 17, wherein the first client comprises a precompiled neural network (NN) kernel client.
Dependencies are inferred from the claim text.