tensorflow model-optimization issues

tensorflow / model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

https://www.tensorflow.org/model_optimization

Apache License 2.0

1.48k stars 320 forks source link

issues

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Fix `dtype` and `assign*` in `AutocastVariable`.

#1136 copybara-service[bot] opened 1 day ago
0
Unexpected Inference Time and Model Size for TensorFlow Lite and Pruned Models

#1135 experimentsym3 opened 1 week ago
0
Is it possible to use this tool to optimize (quantize) a model trained with PyTorch?

#1134 zhuoran-guo opened 1 week ago
0
Does structural pruning support pre-trained model?

#1133 aidevmin opened 3 weeks ago
0
DepthwiseConv2D Layers cannot be clustered or sparsely pruned

#1132 nathanwbailey opened 3 weeks ago
0
Per-tensor QAT model Conv2d+BN+relu folding issue

#1131 sheh opened 1 month ago
0
Failed quantization of dilated convolution layers: tensorflow or tensorflow-model-optimization bug?

#1130 Ebanflo42 opened 1 month ago
0
Permit tensorflow_model_optimization to use absl-py 2

#1129 copybara-service[bot] closed 2 months ago
0
Add `--test_output=errors` for kokoro tests of `tensorflow_model_optimization` for better debuggability.

#1128 copybara-service[bot] closed 2 months ago
0
Add required packages to setup.py to match requirements.txt

#1127 copybara-service[bot] closed 2 months ago
0
re-enable g3folder_to_gitfolder

#1126 copybara-service[bot] closed 2 months ago
0
Disable the reversible_check for g3folder_to_gitfolder workflow of model-optimization repo, since we are not receiving contributions from github.

#1125 copybara-service[bot] closed 3 months ago
0
Custom layer with Concat afterwards causes an error during QAT modeling

#1124 mhyeonsoo opened 3 months ago
3
Fix model loading from .keras files in Tensorflow 2.15

#1123 MaierOli2010 opened 3 months ago
1
Cannot use Quantize layer and use abstract class and methods

#1122 dhruven-god opened 4 months ago
1
Internal change.

#1121 copybara-service[bot] closed 4 months ago
0
Remove `security@tensorflow.org` from `SECURITY.md`

#1120 copybara-service[bot] closed 4 months ago
0
Any plans to support keras3?

#1119 Krovatkin opened 4 months ago
3
Updates security files

#1118 copybara-service[bot] opened 4 months ago
0
Can't use TFMOT version 0.8.0 due to missing dependency

#1117 vloncar opened 4 months ago
1
Fix keras importing failures at the colab.

#1116 copybara-service[bot] closed 4 months ago
1
Update release notes and version for TFMOT release 0.8.0.

#1115 copybara-service[bot] closed 4 months ago
0
Support for Recurrent layers for Quantization Aware Training.

#1114 parth-desai opened 4 months ago
1
Force to use the keras v2 version to resolve breakages in OSS

#1113 copybara-service[bot] closed 4 months ago
0
Update all `keras` references to use the keras v2 version instance

#1112 copybara-service[bot] closed 5 months ago
0
Require `tf-keras` for future keras compatibility

#1111 copybara-service[bot] closed 5 months ago
0
Update documentation in quantize.py

#1110 TheCrazyT opened 5 months ago
1
strange behavior when quantizing a model.

#1109 IdrissARM opened 5 months ago
2
Error in MovingAverageQuantizer with per_axis=True due to missing parameters in _add_range_weights

#1108 Litschi123 opened 5 months ago
0
MobileNetV3 QAT TFLite Conversion Issue

#1107 tarushbansal opened 5 months ago
4
Fix structural pruning sparsity notebook

#1106 copybara-service[bot] closed 6 months ago
1
A error about quantization aware training

#1105 panhu closed 6 months ago
2
Module Import Error

#1104 surajpandey353 closed 6 months ago
2
Internal Code Change

#1103 copybara-service[bot] closed 7 months ago
0
Internal Code Change

#1102 copybara-service[bot] closed 7 months ago
0
[COLAB] No module named 'tensorflow_model_optimization'

#1101 rjtp5670 closed 8 months ago
1
Quant aware training in tensorflow model optimization

#1100 ardeal closed 3 months ago
4
Add batch norm to default_n_bit_quantize_registry and default_8_bit_quantize_registry

#1099 DerryFitz opened 9 months ago
2
Add a default PruningPolicy that filters out any layers not supported by the API

#1098 annietllnd opened 9 months ago
1
Rewire TensorFlow to rely on tf_keras target.

#1097 copybara-service[bot] opened 9 months ago
0
Remove private Keras imports.

#1096 copybara-service[bot] closed 9 months ago
0
Remove invalid dependency on private py/keras package.

#1095 copybara-service[bot] closed 9 months ago
0
Remove private Keras imports.

#1094 copybara-service[bot] closed 9 months ago
0
Remove private Keras imports.

#1093 copybara-service[bot] closed 9 months ago
0
float16 quantization runs out of memory for LSTM model

#1092 Black3rror closed 10 months ago
1
float16 quantization runs out of memory for LSTM model

#1091 Black3rror opened 10 months ago
3
16x8 Quantization fails for RNN model - Max and min for dynamic tensors should be recorded during calibration

#1090 Black3rror opened 10 months ago
4
batch norm layer quantization error

#1089 mhyeonsoo closed 10 months ago
2
remove early out in xnnpack pruning policy model traversal

#1088 christian-steinmeyer opened 10 months ago
0
Determinism is not yet supported in GPU implementation of FakeQuantWithMinMaxVarsGradient

#1087 puelon closed 10 months ago
2