Shard split rngs in lifted vmap if spmd_axis_name is given and applied to vmapped axis. Without this, jax.vmap gives an error: ValueError: Mapped away dimension of inputs passed to vmap should be sharded the same. Got inconsistent axis specs: None vs batch due to split_rngs being replicated.
#5189
+28
−6
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Shard split rngs in lifted vmap if spmd_axis_name is given and applied to vmapped axis. Without this, jax.vmap gives an error:
ValueError: Mapped away dimension of inputs passed to vmap should be sharded the same. Got inconsistent axis specs: None vs batchdue to split_rngs being replicated.