qkeras

Exports qkeras modules to quantizer package.

Modules

b2t

Implements total/partial Binary to Thermometer decoder.

base_quantizer

bn_folding_utils

Utility functions for folding batchnorm with qconv/qdense layers.

callbacks

codebook

Clustering based quantizers

estimate

Definition of quantization package.

ops_portable

qconv2d_batchnorm

Fold batchnormalization with previous QConv2D layers.

qconvolutional

qdense_batchnorm

Fold batchnormalization with previous QDense layers.

qdepthwise_conv2d_transpose

qdepthwiseconv2d_batchnorm

Fold batchnormalization with previous QDepthwiseConv2D layers.

qlayers

Definition of quantization package.

qmac

qnormalization

Definition of normalization quantization package.

qoctave

Octave Convolution.

qpooling

qrecurrent

Quantized recurrent layers for Keras 3 / qkerasV3.

qseparable_conv2d_transpose

qtools

Export qtools package.

quantizer_imports

Imports for qkeras quantizers.

quantizer_registry

Registry for qkeras quantizers.

quantizers

registry

General purpose registy for registering classes or functions.

safe_eval(eval_str, op_dict, *params, **kwparams)

Replaces eval by a safe eval mechanism.

utils