METHOD AND SYSTEM FOR OPPORTUNISTIC LOAD BALANCING IN NEURAL NETWORKS USING METADATA

METHOD AND SYSTEM FOR OPPORTUNISTIC LOAD BALANCING IN NEURAL NETWORKS USING METADATA

Methods and systems for load balancing in a neural network system using metadata are disclosed. Any one or a combination of one or more kernels, one or more neurons, and one or more layers of the neural network system are tagged with metadata. A scheduler detects whether there are neurons that are a...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: MALAYA, Nicholas, ECKERT, Yasuko
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Beschreibung
Zusammenfassung:Methods and systems for load balancing in a neural network system using metadata are disclosed. Any one or a combination of one or more kernels, one or more neurons, and one or more layers of the neural network system are tagged with metadata. A scheduler detects whether there are neurons that are available to execute. The scheduler uses the metadata to schedule and load balance computations across compute resources and available resources.