Vpf3ddlmZddlZddlZddlmZmZddlm Z eZ eZ eZ Gddej Zde_eejejeeeefZde_eeejefZd e_dS) ) annotationsN)AnyUnion)SequencecNeZdZdZdgZeejddZeejddZ eejddZ eejdd Z ejdd Z eejddZ eejddZeejddZeejddZeejddZeejd dZejdZdS)!ArrayaArray base class for JAX ``jax.Array`` is the public interface for instance checks and type annotation of JAX arrays and tracers. Its main applications are in instance checks and type annotations; for example:: x = jnp.arange(5) isinstance(x, jax.Array) # returns True both inside and outside traced functions. def f(x: Array) -> Array: # type annotations are valid for traced and non-traced types. return x ``jax.Array`` should not be used directly for creation of arrays; instead you should use array creation routines offered in :mod:`jax.numpy`, such as :func:`jax.numpy.array`, :func:`jax.numpy.zeros`, :func:`jax.numpy.ones`, :func:`jax.numpy.full`, :func:`jax.numpy.arange`, etc. __weakref__returnnp.dtypecdS)z2The data type (:class:`numpy.dtype`) of the array.Nselfs R/var/www/html/nettyfy-visnx/env/lib/python3.11/site-packages/jax/_src/basearray.pydtypez Array.dtype9intcdS)z&The number of dimensions in the array.Nr rs rndimz Array.ndim>rrcdS)z*The total number of elements in the array.Nr rs rsizez Array.sizeCrrtuple[int, ...]cdS)zThe shape of the array.Nr rs rshapez Array.shapeHrrindexcdS)z>Return an array of the addressable data at a particular index.Nr )rrs raddressable_datazArray.addressable_dataNrrSequence[Shard]cdS)zList of addressable shards.Nr rs raddressable_shardszArray.addressable_shardsRrrcdS)zList of global shards.Nr rs r global_shardszArray.global_shardsWrrboolcdS)aIs this Array fully addressable? A jax.Array is fully addressable if the current process can address all of the devices named in the :class:`Sharding`. ``is_fully_addressable`` is equivalent to "is_local" in multi-process JAX. Note that fully replicated is not equal to fully addressable i.e. a jax.Array which is fully replicated can span across multiple hosts and is not fully addressable. Nr rs ris_fully_addressablezArray.is_fully_addressable\rrcdS)zIs this Array fully replicated?Nr rs ris_fully_replicatedzArray.is_fully_replicatedjrrShardingcdS)zThe sharding for the array.Nr rs rshardingzArray.shardingorrDevice | ShardingcdS)zArray API-compatible device attribute. For single-device arrays, this returns a Device. For sharded arrays, this returns a Sharding. Nr rs rdevicez Array.devicetrrcdS)z(Copies jax.Array to host asynchronously.Nr rs rcopy_to_host_asynczArray.copy_to_host_async}rrN)r r )r r)r r)rrr r)r r)r r$)r r))r r,)__name__ __module__ __qualname____doc__ __slots__propertyabcabstractmethodrrrrrr!r#r&r(r+r.r0r rrrr s8,o) === 8= 111 81 555 85 """ 8"IIII &&& 8& !!! 8!     8  *** 8* &&& 8&  833333rrjaxz2Type annotation for JAX-compatible static scalars.z+Type annotation for JAX array-like objects.) __future__rr7numpynptypingrrcollections.abcrDeviceShardr)ABCrr2bool_numberr$rfloatcomplex StaticScalarr4ndarray ArrayLiker rrrIs"#""""" $$$$$$    _3_3_3_3_3CG_3_3_3D(BIUG L  *  B r