Issues

• Unable to prune/quantize multiple layers at the same time

  bug
  tensorflow/model-optimization#955 · Filter by author sachinkmohan opened on Mar 30, 2022

• Unable to quantize to 4-bits

  bug
  tensorflow/model-optimization#950 · Filter by author MounikaVaddeboina opened on Mar 18, 2022

• prune_low_magnitude fail when wrapped with GRU layer, but success with conv2d and dense

  bug
  tensorflow/model-optimization#944 · Filter by author didadida-r opened on Mar 15, 2022

• QAT support for LayerNormalization

  feature requesttechnique:qat
  tensorflow/model-optimization#942 · Filter by author tom-arm opened on Mar 11, 2022
  

• Unsupported operations when applying tfmot

  bug
  tensorflow/model-optimization#941 · Filter by author Rahn80643 opened on Mar 4, 2022
  1

  

• Not able to cluster Conv1DTranspose layer

  bug
  tensorflow/model-optimization#940 · Filter by author rameshkunasi opened on Mar 3, 2022
  3

• [clustering] Possible wrong call of the centroids initializer from the ClusterWeights wrapper

  bug
  tensorflow/model-optimization#939 · Filter by author aserenko opened on Mar 1, 2022
  1

• LSTMPeephole package removed: Pypi not updated

  bug
  tensorflow/model-optimization#938 · Filter by author rsanthanam-amd opened on Feb 24, 2022

• Support for tensorflow hub layers

  feature request
  tensorflow/model-optimization#924 · Filter by author albertnanda opened on Jan 21, 2022
  1

• GELU - Keras Layer

  feature request
  tensorflow/model-optimization#922 · Filter by author arm-ashleybutcher opened on Jan 18, 2022
  

• the API doc of prune_low_magnitude seems to be incomplete

  tensorflow/model-optimization#901 · Filter by author duyongqi opened on Dec 20, 2021
  1

  

• How to use default n bit in QAT ?

  feature request
  tensorflow/model-optimization#885 · Filter by author sunzhe09 opened on Nov 16, 2021
  3

• QAT with trainable=False does not work as expected.

  bug
  tensorflow/model-optimization#881 · Filter by author metinsuloglu opened on Nov 10, 2021
  7

  

• How to prune a custom tensor? The tensor is a recursive variable and is initialized with tf.zeros.

  bug
  tensorflow/model-optimization#875 · Filter by author starsky68 opened on Nov 1, 2021
  3

  

• Quantizing model at runtime during training results in non-learned quantization

  bug
  tensorflow/model-optimization#869 · Filter by author FSet89 opened on Oct 26, 2021
  1

  

• QAT model saving bug : KeyError: '__inference_depthwise_conv2d_layer_call_fn_126

  bug
  tensorflow/model-optimization#868 · Filter by author peri044 opened on Oct 22, 2021
  19

  

• Keras TFOpLambda may conflict with quantization

  bug
  tensorflow/model-optimization#867 · Filter by author hguandl opened on Oct 22, 2021
  12

  

• Pruning error of transfer learning model MobilenetV3 Large !

  bug
  tensorflow/model-optimization#864 · Filter by author somum opened on Oct 14, 2021
  1

  

• Set zero_debias=True for Quantization Aware Training

  tensorflow/model-optimization#863 · Filter by author smohan10 opened on Oct 8, 2021
  3

  

• Issue for the FAKE_QUANT result

  tensorflow/model-optimization#858 · Filter by author jasonchenPJ opened on Oct 5, 2021
  4

  

• quantizing to int values

  tensorflow/model-optimization#853 · Filter by author lovodkin93 opened on Sep 30, 2021
  2

  

• Segmentation fault when invoking TFLite interpreter on basic quantized model

  tensorflow/model-optimization#857 · Filter by author DavidvSon1 opened on Sep 29, 2021
  1

• Activity Regularizer not working with quantization aware training (QAT) TF 2.6

  tensorflow/model-optimization#842 · Filter by author bayesian-mind opened on Sep 27, 2021
  4

  

• Fix the integration of TFLite models with multiple signatures and quantization

  tensorflow/model-optimization#843 · Filter by author leandro-gracia-gil opened on Sep 26, 2021
  1

• problem with quantizing the BN layer

  tensorflow/model-optimization#841 · Filter by author lovodkin93 opened on Sep 26, 2021
  6