AWS Cloud rendering with HDRP

Hi there!
Hope that this is the right place.

We are looking into the Perception package for generating synthetic datasets and we want to stay in the AWS ecosystem and utilize that for rendering images. So a similar result to what was shown at Unity 2019 with RGB and segmentation images.
We would like to use HDRP and that seems possible, since the Unity Perception Package has a test project with HDRP. Is that correct?
According to this article, Unity Simulation should be available on AWS as well, right? I just haven't found anything apart from that article about it.

We have tried to author something custom prior to this, but was unable to render because of Vulkan on linux. According to Unity Simulation Documentation it seems like it has the same limitation. But that just seems odd, considering the HDRP Test Project.

Is there something that I am missing.

Thanks in advance.