VDCores decouples GPU execution into virtual cores and micro-ops to boost asynchronous hardware use, delivering 24% average LLM inference throughput gains and 90% less programming effort.
Gonzalez, Hao Zhang, and Ion Stoica
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VDCores: Resource Decoupled Programming and Execution for Asynchronous GPU
VDCores decouples GPU execution into virtual cores and micro-ops to boost asynchronous hardware use, delivering 24% average LLM inference throughput gains and 90% less programming effort.