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#sdy Do not close any partially sharded dimensions if using auto axes in a shard_map. #466

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#sdy Do not close any partially sharded dimensions if using auto axes in a shard_map.

This change reverts cl/731724837 (github link), which is a temporary solution to solve the inconsistent padding on the boundary of manual computation. Now that we have a better solution cl/746600070 (github link), we revert this temporary solution.

We still keep the added test_partially_sharded_dim_with_auto to verify the correctness.

Reverts changelist 731724837

… in a shard_map.

This change reverts cl/731724837 ([github link](jax-ml/jax@4997e45)), which is a temporary solution to solve the inconsistent padding on the boundary of manual computation. Now that we have a better solution cl/746600070 ([github link](openxla/xla#25080)), we revert this temporary solution.

We still keep the added `test_partially_sharded_dim_with_auto` to verify the correctness.

Reverts changelist 731724837

PiperOrigin-RevId: 746178702
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