[ROCm] Upgrade PyTorch nightly version (#6845)

Dockerfile.rocm

@@ -55,8 +55,8 @@ RUN case "$(ls /opt | grep -Po 'rocm-[0-9]\.[0-9]')" in \
         *"rocm-6.1"*) \
             python3 -m pip uninstall -y torch torchvision \
             && python3 -m pip install --no-cache-dir --pre \
-                torch==2.5.0.dev20240710 \
-                torchvision==0.20.0.dev20240710 \
+                torch==2.5.0.dev20240726 \
+                torchvision==0.20.0.dev20240726 \
                --index-url https://download.pytorch.org/whl/nightly/rocm6.1;; \
         *) ;; esac
 

docs/source/getting_started/amd-installation.rst

@@ -117,7 +117,7 @@ Alternatively, wheels intended for vLLM use can be accessed under the releases.
 
         $ # Install PyTorch
         $ pip uninstall torch -y
-        $ pip install --no-cache-dir --pre torch==2.5.0.dev20240710 --index-url https://download.pytorch.org/whl/nightly/rocm6.1
+        $ pip install --no-cache-dir --pre torch==2.5.0.dev20240726 --index-url https://download.pytorch.org/whl/nightly/rocm6.1
 
         $ # Build & install AMD SMI
         $ pip install /opt/rocm/share/amd_smi