[TPU][CI] Update torchxla version in requirement-tpu.txt (#12422)

Signed-off-by: Siyuan Liu <lsiyuan@google.com>

Dockerfile.tpu

-ARG NIGHTLY_DATE="20250122"
+ARG NIGHTLY_DATE="20250124"
 ARG BASE_IMAGE="us-central1-docker.pkg.dev/tpu-pytorch-releases/docker/xla:nightly_3.10_tpuvm_$NIGHTLY_DATE"
 
 FROM $BASE_IMAGE

requirements-tpu.txt

@@ -10,16 +10,17 @@ wheel
 jinja2
 ray[default]
 
-# Install torch_xla
---pre
---extra-index-url https://download.pytorch.org/whl/nightly/cpu
+# Install torch, torch_xla
 --find-links https://storage.googleapis.com/libtpu-releases/index.html
 --find-links https://storage.googleapis.com/jax-releases/jax_nightly_releases.html
 --find-links https://storage.googleapis.com/jax-releases/jaxlib_nightly_releases.html
-torch==2.6.0.dev20241126+cpu
-torchvision==0.20.0.dev20241126+cpu
-torch_xla[tpu] @ https://storage.googleapis.com/pytorch-xla-releases/wheels/tpuvm/torch_xla-2.6.0.dev20241126-cp39-cp39-linux_x86_64.whl ; python_version == "3.9"
-torch_xla[tpu] @ https://storage.googleapis.com/pytorch-xla-releases/wheels/tpuvm/torch_xla-2.6.0.dev20241126-cp310-cp310-linux_x86_64.whl ; python_version == "3.10"
-torch_xla[tpu] @ https://storage.googleapis.com/pytorch-xla-releases/wheels/tpuvm/torch_xla-2.6.0.dev20241126-cp311-cp311-linux_x86_64.whl ; python_version == "3.11"
-jaxlib==0.4.36.dev20241122
-jax==0.4.36.dev20241122
+# Note: This torch whl can be slightly different from the official torch nightly whl
+# since they are not built on the same commit (but on the same day). This difference may cause C++ undefined symbol issue
+# if some change between the 2 commits introduce some C++ API change.
+# Here we install the exact torch whl from which torch_xla is built from, to avoid potential C++ undefined symbol issue.
+torch @ https://storage.googleapis.com/pytorch-xla-releases/wheels/tpuvm/torch-2.7.0.dev20250124-cp39-cp39-linux_x86_64.whl ; python_version == "3.9"
+torch @ https://storage.googleapis.com/pytorch-xla-releases/wheels/tpuvm/torch-2.7.0.dev20250124-cp310-cp310-linux_x86_64.whl ; python_version == "3.10"
+torch @ https://storage.googleapis.com/pytorch-xla-releases/wheels/tpuvm/torch-2.7.0.dev20250124-cp311-cp311-linux_x86_64.whl ; python_version == "3.11"
+torch_xla[pallas] @ https://storage.googleapis.com/pytorch-xla-releases/wheels/tpuvm/torch_xla-2.7.0.dev20250124-cp39-cp39-linux_x86_64.whl ; python_version == "3.9"
+torch_xla[pallas] @ https://storage.googleapis.com/pytorch-xla-releases/wheels/tpuvm/torch_xla-2.7.0.dev20250124-cp310-cp310-linux_x86_64.whl ; python_version == "3.10"
+torch_xla[pallas] @ https://storage.googleapis.com/pytorch-xla-releases/wheels/tpuvm/torch_xla-2.7.0.dev20250124-cp311-cp311-linux_x86_64.whl ; python_version == "3.11"