CPC G06N 3/063 (2013.01) [G06F 7/483 (2013.01); G06F 7/5443 (2013.01); G06F 17/153 (2013.01); G06F 17/16 (2013.01); G06N 3/04 (2013.01); G06N 3/06 (2013.01); G06N 3/08 (2013.01); H01L 25/065 (2013.01); G06F 2207/4824 (2013.01)] | 20 Claims |
1. An integrated circuit chip apparatus, comprising:
a main processing circuit; and
a plurality of basic processing circuits comprising data type conversion circuits configured to convert data between a floating data type and a fixed point data type,
wherein the main processing circuit is configured to transfer data and a computation instruction to the plurality of basic processing circuits,
wherein the plurality of basic processing circuits are configured to, when convert the data transferred to the basic processing circuits is in the floating point data type:
convert the data into the fixed point data type;
perform a first set of neural network computations in parallel in the fixed point data type on the data to obtain computation results in the fixed point data type;
convert the computation results in the fixed point data type into the floating point data type; and
transfer the computation results to the main processing circuit in the floating point data type.
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