[hardware] fix: update source in dockerfile.rocm (#3284)

### What does this PR do?

> Update the resource in `Dockerfile.rocm`

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### Test

> docker build -f Dockerfile.rocm -t verl-rocm:local .
```
docker run --rm -it verl-rocm:local python -c "import torch; print('ok')"
```

### Design & Code Changes

> Update the resource in `Dockerfile.rocm`

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docker/Dockerfile.rocm

@@ -1,5 +1,6 @@
 # FROM "compute-artifactory.amd.com:5000/rocm-plus-docker/framework/compute-rocm-rel-6.4:94_ubuntu22.04_py3.10_pytorch_release-2.7_575e247"
-FROM "rlfoundation.azurecr.io/rocm6.3.4:vllm-0.8.5-numa-patch-ubuntu-22.04"
+# FROM "rlfoundation.azurecr.io/rocm6.3.4:vllm-0.8.5-numa-patch-ubuntu-22.04"
+FROM "rlsys/rocm-6.3.4-patch:rocm6.3.4-numa-patch_ubuntu-22.04"
 
 SHELL ["/bin/bash", "-ceuxo", "pipefail"]
 

docker/Dockerfile.rocm_verl-0.4.1

@@ -1,5 +1,6 @@
 # FROM "compute-artifactory.amd.com:5000/rocm-plus-docker/framework/compute-rocm-rel-6.4:94_ubuntu22.04_py3.10_pytorch_release-2.7_575e247"
-FROM "rlfoundation.azurecr.io/rocm6.3.4:vllm-0.8.5-numa-patch-ubuntu-22.04"
+# FROM "rlfoundation.azurecr.io/rocm6.3.4:vllm-0.8.5-numa-patch-ubuntu-22.04"
+FROM "rlsys/rocm-6.3.4-patch:rocm6.3.4-numa-patch_ubuntu-22.04"
 
 SHELL ["/bin/bash", "-ceuxo", "pipefail"]
 

docs/amd_tutorial/amd_build_dockerfile_page.rst

@@ -16,7 +16,7 @@ docker/Dockerfile.rocm
 
 .. code-block:: bash
 
-    FROM "rlfoundation.azurecr.io/rocm6.3.4:vllm-0.8.5-numa-patch-ubuntu-22.04"
+    FROM "rlsys/rocm-6.3.4-patch:rocm6.3.4-numa-patch_ubuntu-22.04"
 
     SHELL ["/bin/bash", "-ceuxo", "pipefail"]
 
@@ -321,9 +321,9 @@ Pull the image:
 
 .. code-block:: bash
 
-    docker pull yushengsuthu/verl:verl-0.4.1_ubuntu-22.04_rocm6.3.4-numa-patch_vllm0.8.5_sglang0.4.6.post4
+    docker pull rlsys/verl:verl-0.4.1_ubuntu-22.04_rocm6.3.4-numa-patch_vllm0.8.5_sglang0.4.6.post4
 
-    docker tag yushengsuthu/verl:verl-0.4.1_ubuntu-22.04_rocm6.3.4-numa-patch_vllm0.8.5_sglang0.4.6.post4 verl-rocm:latest
+    docker tag rlsys/verl:verl-0.4.1_ubuntu-22.04_rocm6.3.4-numa-patch_vllm0.8.5_sglang0.4.6.post4 verl-rocm:latest
 
 Run the container
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -573,7 +573,7 @@ slurm_script.sh
         docker image prune -f
 
         # Need to pull the docker first
-        docker pull docker.io/rocm/vllm:rocm6.2_mi300_ubuntu20.04_py3.9_vllm_0.6.4
+        docker pull rlsys/verl:verl-0.4.1_ubuntu-22.04_rocm6.3.4-numa-patch_vllm0.8.5_sglang0.4.6.post4
         
         if ! docker images --format "{{.Repository}}:{{.Tag}}" | grep -q "${IMG}"; then
             echo \"Building ${IMG} image...\"