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This section describes NPU performance*

Please click GX8002 NPU performance to learn the NPU's calculation power.

Commonly used model computing power evaluation*

  • Lenet5 (1x28x28 -> Conv2D 5x5x1x32 Convolution kernel -> Relu -> MaxPool -> Conv2D 5x5x32x32 Convolution kernel -> Relu -> MaxPool -> FC 512x10 weight).The number of parameters of the model, the number of operations of the model, the running time of the model on GX8002 and the memory occupied by the operation are shown in the table below:

    Number of model parameters Number of model operations NPU operating frequency NPU running time NPU file size
    31594 4.29M 25M 16.8ms 113KB

  • GX_KWS model. The number of parameters of the model, the number of operations of the model, the running time of the model on GX8002 and the memory occupied by the operation are shown in the table below:

    Number of model parameters Number of model operations NPU operating frequency NPU running time NPU file size
    108409 1.12M 25M 5.5ms 144KB