Update documentation for Docker support

docker/README.md

@@ -164,6 +164,7 @@ Creates a docker image with `torchserve` and `torch-model-archiver` installed fr
 ./build_image.sh -bt dev -g [-cv cu121|cu118] -cpp
 ```
 
+- For ROCm support (*experimental*), refer to [this documentation](../docs/hardware_support/amd_support.md).
 
 ## Start a container with a TorchServe image
 

docs/hardware_support/amd_support.md

@@ -60,6 +60,20 @@ If you have 8 accelerators but only want TorchServe to see the last four of them
 > ⚠️  Setting both `CUDA_VISIBLE_DEVICES` and `HIP_VISIBLE_DEVICES` may cause unintended behaviour and should be avoided.
 > Doing so may cause an exception in the future.
 
+## Docker
+
+**In Development**
+
+`Dockerfile.rocm` provides preliminary ROCm support for TorchServe.
+
+Building and running `dev-image`:
+
+```bash
+docker build --file docker/Dockerfile.rocm --target dev-image -t torch-serve-dev-image-rocm --build-arg USE_ROCM_VERSION=rocm62 --build-arg BUILD_FROM_SRC=true .
+
+docker run -it --rm --device=/dev/kfd --device=/dev/dri torch-serve-dev-image-rocm bash
+```
+
 ## Example Usage
 
 After installing TorchServe with the required dependencies for ROCm you should be ready to serve your model.