Sambanova Systems, Inc.

Zhengyu Chen

Yun Du

Jianding Luo

Gao Deng

A method for reducing latency and increasing throughput in a reconfigurable computing system includes receiving a compute graph for execution on a reconfigurable dataflow processor comprising a grid of compute units and grid of memory units interconnected with a switching array. The compute graph includes a node specifying an operation on a tensor. The node may be split into multiple nodes that each specify the operation on a distinctive portion of the tensor to produce a first modified compute graph. The first modified compute graph may be executed. In addition, the multiple nodes may be within a single meta-pipeline stage and may be processed in parallel. Furthermore, the compute graph may further comprise a separate node for gathering the distinctive portions of the tensor into a complete tensor, to produce a second modified compute graph.

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Palo Alto, CA, United States of America

Zhengyu Chen