Revert "Use Manylinux2_28 for wheel builds (pytorch#138732)"

This reverts commit 5860c8e.

Reverted pytorch#138732 on behalf of https://github.com/atalman due to Reverting for now will be relanding ([comment](pytorch#138732 (comment)))

Author: pytorchmergebot

.github/scripts/generate_binary_build_matrix.py

@@ -156,15 +156,15 @@ def arch_type(arch_version: str) -> str:
 
 WHEEL_CONTAINER_IMAGES = {
     **{
-        gpu_arch: f"pytorch/manylinux2_28-builder:cuda{gpu_arch}-{DEFAULT_TAG}"
+        gpu_arch: f"pytorch/manylinux-builder:cuda{gpu_arch}-{DEFAULT_TAG}"
         for gpu_arch in CUDA_ARCHES
     },
     **{
         gpu_arch: f"pytorch/manylinux-builder:rocm{gpu_arch}-{DEFAULT_TAG}"
         for gpu_arch in ROCM_ARCHES
     },
     "xpu": f"pytorch/manylinux2_28-builder:xpu-{DEFAULT_TAG}",
-    "cpu": f"pytorch/manylinux2_28-builder:cpu-{DEFAULT_TAG}",
+    "cpu": f"pytorch/manylinux-builder:cpu-{DEFAULT_TAG}",
     "cpu-cxx11-abi": f"pytorch/manylinuxcxx11-abi-builder:cpu-cxx11-abi-{DEFAULT_TAG}",
     "cpu-aarch64": f"pytorch/manylinuxaarch64-builder:cpu-aarch64-{DEFAULT_TAG}",
     "cpu-s390x": f"pytorch/manylinuxs390x-builder:cpu-s390x-{DEFAULT_TAG}",