Fix Inf2 benchmark (#3177)

* Upgrade torch version

* Test Inf2 benchmark fix

* upgrade pip

* Update benchmark test branch

* Revert "upgrade pip"

This reverts commit 7244fa5.

* Revert "Update benchmark test branch"

This reverts commit ccdd194.

* Update benchmark test branch

* Update bencmark model URLs to use S3 URL instead of alias

* Revert "Test Inf2 benchmark fix"

This reverts commit 47dc2d4.

* Revert "Update benchmark test branch"

This reverts commit b9a79fe.

* Revert "Update bencmark model URLs to use S3 URL instead of alias"

This reverts commit b11c473.

requirements/torch_neuronx_linux.txt

@@ -1,7 +1,6 @@
 --extra-index-url https://download.pytorch.org/whl/cpu
 -r torch_common.txt
-torch==1.13.1+cpu
-torchvision==0.14.1+cpu
-torchtext==0.14.1
-torchaudio==0.13.1+cpu
-torchdata==0.5.1
+torch==2.1.2+cpu
+torchvision==0.16.2+cpu
+torchtext==0.16.2
+torchaudio==2.1.2+cpu