Devices for compression/decompression, system, chip, and electronic device
AssigneeCambricon Technologies Corporation Limited
InventorsTianshi Chen, Yuzhe Luo, Qi Guo, Shaoli Liu, Yunji Chen
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Abstract
Aspects of data compression/decompression for neural networks are described herein. The aspects may include a model data converter configured to convert neural network content values into pseudo video data. The neural network content values may refer to weight values and bias values of the neural network. The pseudo video data may include one or more pseudo frames. The aspects may further include a compression module configured to encode the pseudo video data into one or more neural network data packages.
Claims20
A neural network system, comprising:
- a decompression module configured to convert neural network data packages into pseudo video data, wherein the pseudo video data includes one or more pseudo frames;
- and
- a model data converter configured to convert the pseudo video data into neural network content values, wherein the neural network content values include one or more weight values and one or more bias values.
A method for decompressing neural network data, comprising:
- converting, by a decompression module, neural network data packages into pseudo video data, wherein the pseudo video data includes one or more pseudo frames;
- and
- converting, by a model data converter, the pseudo video data into neural network content values, wherein the neural network content values include one or more weight values and one or more bias values.
Dependencies are inferred from the claim text.