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dongyp13 avatar dongyp13 commented on June 12, 2024

@sicnarf1a Thanks for your interest. For your questions:

  1. We did quantize the weights in the first and last layer.
  2. We do not use any ensemble methods for models or data.
  3. We perform stochastic sampling in each layer with filters as the basic elements. For example, if a layer has 64 output channels (filters), 50% quantization means 32 channels are quantized.

Hope it be useful.

from stochastic-quantization.

sicnarf1a avatar sicnarf1a commented on June 12, 2024

@dongyp13 Thank you very much for your kind reply! It has been a great help.
Thanks again.

from stochastic-quantization.

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