Dockerfile: Define Your Environment
Last updated
Last updated
SigOpt needs to know how to set up your model's environment in order to run your model. SigOpt will create a Docker container with your specified environment requirements. You can read more about the in Docker's official docs.
You can use a Dockerfile you've already created, or SigOpt will auto-generate a Dockerfile template for you if you run the following:
Example Dockerfile:
To enable GPU access for your workflows, you will have to specify your CUDA and modeling framework installation in your Dockerfile. has Dockerfiles for CUDA versions that you can modify as needed.
Here's an example Dockerfile (adapted from ) for enabling GPU access when running SigOpt — it uses CUDA 11.1.1 with Tensorflow 2.4.1: