Installing TensorFlow and Keras on Amazon is very simple. Indeed, it is possible to use a prebuilt AMI named TFAMI.v3 that is open and free (for more information, refer to https://github.com/ritchieng/tensorflow-aws-ami), shown as follows:
This AMI runs TensorFlow in less than five minutes and supports TensorFlow, Keras, OpenAI Gym, and all dependencies. As of January 2017, it supports the following:
- TensorFlow 0.12
- Keras 1.1.0
- TensorLayer 1.2.7
- CUDA 8.0
- CuDNN 5.1
- Python 2.7
- Ubuntu 16.04
In addition, TFAMI.v3 works on P2 computing instances (for more information, refer to https://aws.amazon.com/ec2/instance-types/#p2), as shown in the following screenshot:
Some features of P2 instances are as follows:
- Intel Xeon E5-2686v4 (Broadwell) processors
- NVIDIA K80 GPUs, each with 2,496 parallel cores and 12 GB of GPU memory
- Supports peer-to-peer GPU communication
- Provides...
