[ROCM] Upgrade torch to 2.6 (#15244)

Signed-off-by: Sage Moore <sage@neuralmagic.com>

Author: SageMoore

requirements/rocm-build.txt

@@ -1,10 +1,10 @@
 # Common dependencies
 -r common.txt
 
---extra-index-url https://download.pytorch.org/whl/rocm6.2
-torch==2.5.1
-torchvision==0.20.1
-torchaudio==2.5.1
+--extra-index-url https://download.pytorch.org/whl/rocm6.2.4
+torch==2.6.0
+torchvision==0.21.0
+torchaudio==2.6.0
 
 cmake>=3.26
 packaging