[JAX][DOC] memory_kind, with_memory_kind and out_shardings #26285
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yashk2810
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Feb 5, 2025
docs/sharded-computation.md
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| The device numbers here are not in numerical order, because the mesh reflects the underlying toroidal topology of the device. | ||
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| For all different sharding types such as {class}`~jax.sharding.NamedSharding`, {class}`~jax.sharding.SingleDeviceSharding`, {class}`~jax.sharding.PositionalSharding` and {class}`~jax.sharding.GSPMDSharding`, there is a parameter called `memory_kind`, which defaults to `device`. You can set this parameter to `pinned_host` if you prefer to place it on the host. |
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Let's just mention NamedSharding here.
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Add documentation for the
memory_kindparameter in sharding, thewith_memory_kindmethod, and theout_shardingsparameter for specifying output sharding in the {func}jax.jitfunction.