## Building Fidesops-plus NLP GPU image

- The steps for building the Fidesops-plus NLP GPU image (i.e. with support for running NLP text deidentification on GPU images) are generally the same as specified in the `nlp/` subdirectory's `README`, with the following adjustments:
	- If updating the base `deid` image, you'll need to perform those steps with the `gpu`-specific image provided by PrivateAI.
	- Update and use the `Dockerfile` found in this `nlp_gpu/` subdirectory when building the image
	- Tag your built image appropriately with a `-nlp-gpu` suffix, to differentiate it from the `-nlp` images
	- A sample build command executed from the root of the repo:
		```sh
		make build-nlp-gpu
		```
	- You will also need to create an empty directory `empty_dir` in the root of the repo as that's used in the image build process.
		- You can run ```mkdir empty_dir``` in the root of the repo before running the appropriate `docker build` command.
	- A sample `make` command to publish the image:
		```sh
		make publish-nlp-gpu
		```
