CPC G06F 3/0644 (2013.01) [G06F 3/061 (2013.01); G06F 3/0679 (2013.01)] | 15 Claims |
1. A computational storage supporting graph machine learning acceleration, the computational storage comprising:
an operation unit disposed near a storage;
a graph storage unit configured to store a graph data set in the storage or provide an interface for accessing the graph data set and output the graph data set and metadata for managing the graph data set;
a graph execution unit configured to convert a graph machine learning model programmed by a host in a form of a data flow graph into a data flow graph having a preset format, download the data flow graph having the preset format to a memory of the operation unit, and execute the downloaded data flow graph to perform graph machine learning preprocessing and graph machine learning inference; and
an accelerator generation unit configured to download a bit file of the host, set a setting memory value based on the bit file to design a hardware logic of the operation unit, and generate a graph machine learning inference accelerator.
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