[AMD][CI/Build][Bugfix] use pytorch stale wheel (#12172)

Signed-off-by: hongxyan <hongxyan@amd.com>

Dockerfile.rocm

@@ -51,10 +51,10 @@ RUN --mount=type=cache,target=/root/.cache/pip \
         *"rocm-6.2"*) \
             python3 -m pip uninstall -y torch torchvision \
             && python3 -m pip install --pre \
-                torch==2.6.0.dev20241113+rocm6.2 \
+                torch \
                 'setuptools-scm>=8' \
-                torchvision==0.20.0.dev20241113+rocm6.2 \
-                --extra-index-url https://download.pytorch.org/whl/nightly/rocm6.2;; \
+                torchvision \
+                --extra-index-url https://download.pytorch.org/whl/rocm6.2;; \
         *) ;; esac
 
 ENV LLVM_SYMBOLIZER_PATH=/opt/rocm/llvm/bin/llvm-symbolizer

docs/source/getting_started/installation/gpu/rocm.inc.md

@@ -70,7 +70,7 @@ Currently, there are no pre-built ROCm wheels.
 
     # Install PyTorch
     $ pip uninstall torch -y
-    $ pip install --no-cache-dir --pre torch==2.6.0.dev20241024 --index-url https://download.pytorch.org/whl/nightly/rocm6.2
+    $ pip install --no-cache-dir --pre torch --index-url https://download.pytorch.org/whl/rocm6.2
 
     # Build & install AMD SMI
     $ pip install /opt/rocm/share/amd_smi