[feature-request] For Neuron Container to be released in eu-west-2 (London Region)

[mccartni-aws]

Checklist

• [x] I've prepended issue tag with type of change: [feature]
• [x] (If applicable) I've documented below the DLC image/dockerfile this relates to
• [ ] (If applicable) I've documented the tests I've run on the DLC image
• [x] I'm using an existing DLC image listed here: https://docs.aws.amazon.com/deep-learning-containers/latest/devguide/deep-learning-containers-images.html
• [ ] I've built my own container based off DLC (and I've attached the code used to build my own image)

Concise Description: I am working with a customer who urgently needs a Neuron Container (for inference with inf2 instances) in the eu-west-2 region. As per the Available DLC Images site, there are no Neuron containers available in the eu-west-2 region.

DLC image/dockerfile: 763104351884.dkr.ecr.eu-west-1.amazonaws.com/huggingface-pytorch-tgi-inference:2.1.2-optimum0.0.22-neuronx-py310-ubuntu22.04 This is the eu-west-1 region version of the image, but we would like it in the eu-west-2 region.

Is your feature request related to a problem? Please describe. It's frustrating that this container hasn't been released within the eu-west-2 region.

Describe the solution you'd like We would like a Neuron container to be made available in the eu-west-2 region, in the same region that we're working in in the customer's account. repository-name = huggingface-pytorch-tgi-inference image-tag = 2.1.2-optimum0.0.22-neuronx-py310-ubuntu22.04

Describe alternatives you've considered

1. Pull image from public ECR in the eu-west-1 region and then push to our private ECR repo in the eu-west-2 region.
2. We start working in the eu-west-1 region for this use-case. Not really an option for the customer.
3. We use Docker to pull from public ECR and then push our private Dockerhub. Not ideal for the customer.

Additional context Add any other context or screenshots about the feature request here.