git clone /~https://github.com/lambdal/TensorFlow2-tutorial.git
cd TensorFlow2-tutorial
virtualenv venv-tf2
. venv-tf2/bin/activate
pip install tf-nightly-gpu-2.0-preview==2.0.0.dev20190526
See individual tutorial's README for details
A tutorial of Image classification with ResNet.
- Data pipeline with TensorFlow Dataset API
- Model pipeline with Keras (TensorFlow 2's offical high level API)
- Multi-GPU with distributed strategy
- Customized training with callbacks (TensorBoard, Customized learning schedule)