AIMET Known Issues

Known issues and limitations for Qualcomm AI Model Efficiency ToolKit (AIMET)

• AIMET Spatial SVD currently does not support Fully Connected layers

• AIMET Channel Pruning

  • Does not support Conv layers with dilation other than (1,1). Conv layers with dilation other than (1,1) must be added to Channel Pruning Configuration’s modules_to_ignore list.

  • Does not support channel pruning of DepthwiseConv2d layers.

  • For TensorFlow, supports only models with “Channels Last” data format