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updated readme
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xingyul committed May 12, 2019
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### Installation

Install <a href="https://www.tensorflow.org/install/">TensorFlow</a>. The code is tested under TF1.9 GPU version and Python 3.5 on Ubuntu 16.04. There are also some dependencies for a few Python libraries for data processing and visualizations like `cv2`. It's highly recommended that you have access to GPUs.
Install <a href="https://www.tensorflow.org/install/">TensorFlow</a>. The code is tested under TF1.9.0 GPU version, g++ 5.4.0, CUDA 9.0 and Python 3.5 on Ubuntu 16.04. There are also some dependencies for a few Python libraries for data processing and visualizations like `cv2`. It's highly recommended that you have access to GPUs.

#### Compile Customized TF Operators
The TF operators are included under `tf_ops`, you need to compile them first by `make` under each ops subfolder (check `Makefile`). Update `arch` in the Makefiles for different <a href="https://en.wikipedia.org/wiki/CUDA#GPUs_supported">CUDA Compute Capability</a> that suits your GPU if necessary. The code is tested under TF1.9.0.
The TF operators are included under `tf_ops`, you need to compile them first by `make` under each ops subfolder (check `Makefile`). Update `arch` in the Makefiles for different <a href="https://en.wikipedia.org/wiki/CUDA#GPUs_supported">CUDA Compute Capability</a> that suits your GPU if necessary.

### Usage

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