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NPU Performance Introduction*

Please click GX830X NPU Performance to learn about the NPU's computing power.

Common Model Performance Evaluation*

  • MNIST (1x28x28 -> FC 784x10 weights). The number of operations for this model, along with its runtime and memory usage on the GX8302B, is shown in the table below:

    Model Operations NPU Operating Frequency Model Allocated Cache Size NPU Runtime NPU File Size
    15690 160M 0KB 0.579 ms 16KB

  • GX_KWS model. The number of operations for this model, along with its runtime and memory usage on the GX8302B, is shown in the table below:

    Model Operations NPU Operating Frequency Model Allocated Cache Size NPU Runtime NPU File Size
    526205 160M 6.25KB 9.184 ms 145KB