aperture147/tensorflow-non-avx repository overview

⁠Prebuilt Tensorflow Runtime Docker image for non-AVX machine

Maintained by Aperture Prometheus [email protected]⁠

⁠Description

Prebuild Tensorflow Runtime downloaded from Tensorflow Docker repository doesn't support CPU which don't have AVX, so people who have Intel CPU which is manufactured before 2011 (with consumer product, it's older than Sandy Bridge, with server/datacenter, it's older than Westmere, although some CPUs in Westmere family manufactured in early 2011 have AVX support) or AMD CPU which is older than Bulldozer family may have to recompile the runtime from the source. Please check your CPU information in the manufacturer website.

This is a prebuild runtime built on Intel® Xeon(R) CPU E5645 and NVIDIA Titan XP. Note that this build is for GPU and dedicated to those CPU and GPU. Please look at my github⁠ for build template.

⁠How to build

• Clone this repository to a directory and move to that.
• Run:

docker build . -t <your-image-name> --build-arg comp_cap=<your-gpu-compute-capabilites>

• Wait for the building process

⁠Tags

bionic-slim: Ubuntu 18.04 GPU build without AWS, GPU, HDFS, Apache Ignite, Kafka and NCCL support with compute capabilities 6.1

More build templates/build images will be made in the future