Add pmap_shard_device_array_benchmark. (#2864)
Add pmap_shard_device_array_benchmark. (#2864)

Also renames pmap_shard_args_benchmark to pmap_shard_sharded_device_array_benchmark.
tensorflow/probability,google/jax,tensorflow/probability,google/jax,google/jax,google/jax