TensorFlow - Post-training quantization

红太狼 2022-12-30 03:47 15阅读 0赞

# **TensorFlow - Post-training quantization** #

**TensorFlow**  
[https://github.com/tensorflow/tensorflow][https_github.com_tensorflow_tensorflow]

**TensorFlow - lite**  
[https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite][https_github.com_tensorflow_tensorflow_tree_master_tensorflow_lite]

**tensorflow/lite/g3doc/performance**  
[https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/g3doc][https_github.com_tensorflow_tensorflow_tree_master_tensorflow_lite_g3doc]  
[https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/g3doc/performance][https_github.com_tensorflow_tensorflow_tree_master_tensorflow_lite_g3doc_performance]

**Post-training quantization**  
[https://github.com/tensorflow/tensorflow/blob/master/tensorflow/lite/g3doc/performance/post\_training\_quantization.md][https_github.com_tensorflow_tensorflow_blob_master_tensorflow_lite_g3doc_performance_post_training_quantization.md]

**TensorFlow Lite 8-bit quantization specification**  
[https://github.com/tensorflow/tensorflow/blob/master/tensorflow/lite/g3doc/performance/quantization\_spec.md][https_github.com_tensorflow_tensorflow_blob_master_tensorflow_lite_g3doc_performance_quantization_spec.md]

[https_github.com_tensorflow_tensorflow]: https://github.com/tensorflow/tensorflow
[https_github.com_tensorflow_tensorflow_tree_master_tensorflow_lite]: https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite
[https_github.com_tensorflow_tensorflow_tree_master_tensorflow_lite_g3doc]: https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/g3doc
[https_github.com_tensorflow_tensorflow_tree_master_tensorflow_lite_g3doc_performance]: https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/g3doc/performance
[https_github.com_tensorflow_tensorflow_blob_master_tensorflow_lite_g3doc_performance_post_training_quantization.md]: https://github.com/tensorflow/tensorflow/blob/master/tensorflow/lite/g3doc/performance/post_training_quantization.md
[https_github.com_tensorflow_tensorflow_blob_master_tensorflow_lite_g3doc_performance_quantization_spec.md]: https://github.com/tensorflow/tensorflow/blob/master/tensorflow/lite/g3doc/performance/quantization_spec.md