Update xla_client._version and add missing version checks to JAX

PiperOrigin-RevId: 449021408

Author: skye

jax/experimental/compilation_cache/compilation_cache.py

@@ -113,7 +113,11 @@ def _hash_computation(hash_obj, xla_computation):
   hash_obj.update(scrubbed_hlo)
 
 def _hash_compile_options(hash_obj, compile_options_obj):
-  assert len(dir(compile_options_obj)) == 32, (
+  if xla_client._version >= 68:  # Remove when minimum jaxlib version >= 0.3.11
+    expected_num_compile_options = 32
+  else:
+    expected_num_compile_options = 31
+  assert len(dir(compile_options_obj)) == expected_num_compile_options, (
       f"Unexpected number of CompileOption fields: "
       f"{len(dir(compile_options_obj))}. This likely: means that an extra "
       f"field was added, and this function needs to be updated.")
@@ -126,7 +130,8 @@ def _hash_compile_options(hash_obj, compile_options_obj):
   _hash_bool(hash_obj, compile_options_obj.tuple_arguments)
   _hash_int(hash_obj, compile_options_obj.num_replicas)
   _hash_int(hash_obj, compile_options_obj.num_partitions)
-  _hash_int(hash_obj, compile_options_obj.profile_version)
+  if xla_client._version >= 68:  # Remove when minimum jaxlib version >= 0.3.11
+    _hash_int(hash_obj, compile_options_obj.profile_version)
   if compile_options_obj.device_assignment is not None:
     hash_obj.update(compile_options_obj.device_assignment.serialize())