---
_import: ../../../lenet5.yaml
model.layers:
    conv0: &overrider
        weights_overrider:
            # comment this line out if it is an unpruned model
          # - {type: mayo.override.DynamicNetworkSurgeryPruner, should_update: False}
          - {type: mayo.override.FloatingPointQuantizer, width: 8, exponent_bias: -5, mantissa_width: 5}
        biases_overrider:
          - {type: mayo.override.FloatingPointQuantizer, width: 8, exponent_bias: -5, mantissa_width: 5}
    conv1: {<<: *overrider}
    fc1: {<<: *overrider}
    logits: {<<: *overrider}
