# Copyright (c) 2022 Google LLC # # Permission is hereby granted, free of charge, to any person obtaining a copy of # this software and associated documentation files (the "Software"), to deal in # the Software without restriction, including without limitation the rights to # use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of # the Software, and to permit persons to whom the Software is furnished to do so, # subject to the following conditions: # # The above copyright notice and this permission notice shall be included in all # copies or substantial portions of the Software. # # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS # FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR # COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER # IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN # CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. # Note that `from typing import Annotated; Bool = Annotated` # does not work with static type checkers. `Annotated` is a typeform rather # than a type, meaning it cannot be assigned. from typing import ( Annotated as BFloat16, # noqa: F401 Annotated as Bool, # noqa: F401 Annotated as Complex, # noqa: F401 Annotated as Complex64, # noqa: F401 Annotated as Complex128, # noqa: F401 Annotated as Float, # noqa: F401 Annotated as Float8e4m3b11fnuz, # noqa: F401 Annotated as Float8e4m3fn, # noqa: F401 Annotated as Float8e4m3fnuz, # noqa: F401 Annotated as Float8e5m2, # noqa: F401 Annotated as Float8e5m2fnuz, # noqa: F401 Annotated as Float16, # noqa: F401 Annotated as Float32, # noqa: F401 Annotated as Float64, # noqa: F401 Annotated as Inexact, # noqa: F401 Annotated as Int, # noqa: F401 Annotated as Int2, # noqa: F401 Annotated as Int4, # noqa: F401 Annotated as Int8, # noqa: F401 Annotated as Int16, # noqa: F401 Annotated as Int32, # noqa: F401 Annotated as Int64, # noqa: F401 Annotated as Integer, # noqa: F401 Annotated as Key, # noqa: F401 Annotated as Num, # noqa: F401 Annotated as Real, # noqa: F401 Annotated as Shaped, # noqa: F401 Annotated as UInt, # noqa: F401 Annotated as UInt2, # noqa: F401 Annotated as UInt4, # noqa: F401 Annotated as UInt8, # noqa: F401 Annotated as UInt16, # noqa: F401 Annotated as UInt32, # noqa: F401 Annotated as UInt64, # noqa: F401 TYPE_CHECKING, ) if not TYPE_CHECKING: assert False from jax import ( Array as PRNGKeyArray, # noqa: F401 Array as Scalar, # noqa: F401 ) from jax.typing import ArrayLike as ScalarLike # noqa: F401