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https://github.com/sayannath/tensorflow-notebooks
My Tensorflow Notebook. In this notebooks I have implemented various kind of model optimisation techniques.
https://github.com/sayannath/tensorflow-notebooks
colab-notebook jupyter-notebook keras models notebook quantisation tensorflow2 tflite
Last synced: 3 months ago
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My Tensorflow Notebook. In this notebooks I have implemented various kind of model optimisation techniques.
- Host: GitHub
- URL: https://github.com/sayannath/tensorflow-notebooks
- Owner: sayannath
- License: apache-2.0
- Created: 2021-03-12T13:04:25.000Z (almost 4 years ago)
- Default Branch: main
- Last Pushed: 2021-12-04T16:52:57.000Z (about 3 years ago)
- Last Synced: 2024-11-02T12:11:46.663Z (4 months ago)
- Topics: colab-notebook, jupyter-notebook, keras, models, notebook, quantisation, tensorflow2, tflite
- Language: Jupyter Notebook
- Homepage: https://www.tensorflow.org/
- Size: 1.19 MB
- Stars: 11
- Watchers: 1
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
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README
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## Description
**Author**: [Sayan Nath](https://sayannath.biz/)
**Last Updated**: 2021/03/29## List of the Notebooks
1. [Post Quantise Training Notebook](https://colab.research.google.com/drive/1EysBC5PHJcg5dp9Qaj59t8jaHc_7JfgV?usp=sharing)
2. [Pruning Notebook](https://colab.research.google.com/drive/1sYTDxGSxN3B3KzbZM94ths1zuvkNqiA7?usp=sharing)
3. [Quantization Aware Training](https://colab.research.google.com/drive/1Wdso2N_76E8Xxniqd4C6T1sV5BuhKN1o?usp=sharing)
4. [Siamese Network with a Contrastive Loss]()