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https://github.com/ROCm/jax.git
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9128ba0c74
We're switching to the new terminology to avoid confusion in cases where multiple jax processes are running on a single host, and each process has a unique process_index/host_id. This keeps aliases for the old `host_id` APIs for now, but these will eventually be removed. This was originally commited in b77ef5138b631378e6a8ceb8bafc94fe91239bae, but reverted in 14acd070c2afb11c81fc91f43790577cd48cbf67 due to Google-internal test failures from renaming the local_devices argument name. This change is identical except it also adds staging for the argument name change.
128 lines
3.3 KiB
Python
128 lines
3.3 KiB
Python
# Copyright 2018 Google LLC
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# https://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Set default logging level before any logging happens.
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import os as _os
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_os.environ.setdefault('TF_CPP_MIN_LOG_LEVEL', '1')
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del _os
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# Set Cloud TPU env vars if necessary before transitively loading C++ backend
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from .cloud_tpu_init import cloud_tpu_init as _cloud_tpu_init
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try:
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_cloud_tpu_init()
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except Exception as exc:
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# Defensively swallow any exceptions to avoid making jax unimportable
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from warnings import warn as _warn
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_warn(f"cloud_tpu_init failed: {repr(exc)}\n This a JAX bug; please report "
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f"an issue at https://github.com/google/jax/issues")
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del _warn
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del _cloud_tpu_init
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# flake8: noqa: F401
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# Confusingly there are two things named "config": the module and the class.
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# We want the exported object to be the class, so we first import the module
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# to make sure a later import doesn't overwrite the class.
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from . import config as _config_module
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del _config_module
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from ._src.config import (
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config, enable_checks, check_tracer_leaks, checking_leaks,
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debug_nans, debug_infs, log_compiles, default_matmul_precision,
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numpy_rank_promotion
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)
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from ._src.api import (
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ad, # TODO(phawkins): update users to avoid this.
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checkpoint,
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closure_convert,
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curry, # TODO(phawkins): update users to avoid this.
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custom_ivjp,
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custom_gradient,
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custom_jvp,
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custom_vjp,
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default_backend,
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device_count,
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device_get,
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device_put,
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device_put_sharded,
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device_put_replicated,
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devices,
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disable_jit,
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eval_shape,
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flatten_fun_nokwargs, # TODO(phawkins): update users to avoid this.
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float0,
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grad,
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hessian,
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host_count,
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host_id,
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host_ids,
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invertible,
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jacobian,
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jacfwd,
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jacrev,
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jit,
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jvp,
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local_device_count,
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local_devices,
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linearize,
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linear_transpose,
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make_jaxpr,
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mask,
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named_call,
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partial, # TODO(phawkins): update callers to use functools.partial.
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pmap,
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process_count,
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process_index,
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pxla, # TODO(phawkins): update users to avoid this.
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remat,
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shapecheck,
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ShapedArray,
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ShapeDtypeStruct,
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# TODO(phawkins): hide tree* functions from jax, update callers to use
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# jax.tree_util.
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treedef_is_leaf,
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tree_flatten,
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tree_leaves,
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tree_map,
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tree_multimap,
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tree_structure,
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tree_transpose,
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tree_unflatten,
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value_and_grad,
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vjp,
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vmap,
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xla, # TODO(phawkins): update users to avoid this.
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xla_computation,
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)
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from .experimental.maps import soft_pmap
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from .version import __version__
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# These submodules are separate because they are in an import cycle with
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# jax and rely on the names imported above.
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from . import api
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from . import dtypes
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from . import errors
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from . import image
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from . import lax
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from . import nn
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from . import profiler
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from . import random
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from . import util
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def _init():
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from . import numpy # side-effecting import sets up operator overloads
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_init()
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del _init
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