wehub-resource-sync
51 lines
1.8 KiB
Python
Executable File
51 lines
1.8 KiB
Python
Executable File
# Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
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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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# http://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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from .ps_program_builder import * # noqa: F403
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from .public import * # noqa: F403
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__all__ = [
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'PsProgramBuilder',
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'GeoPsProgramBuilder',
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'CpuSyncPsProgramBuilder',
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'CpuAsyncPsProgramBuilder',
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'GpuPsProgramBuilder',
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'HeterAsyncPsProgramBuilder',
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'FlPsProgramBuilder',
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'NuPsProgramBuilder',
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]
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class PsProgramBuilderFactory:
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def __init__(self):
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pass
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def _create_ps_program_builder(self, pass_ctx):
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attrs = pass_ctx._attrs
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if attrs['ps_mode'] == DistributedMode.GEO:
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if len(attrs['local_sparse']) != 0:
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return globals()['NuPsProgramBuilder'](pass_ctx)
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else:
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return globals()['GeoPsProgramBuilder'](pass_ctx)
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elif attrs['use_ps_gpu']:
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return globals()['GpuPsProgramBuilder'](pass_ctx)
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elif attrs['is_heter_ps_mode'] and not attrs['is_fl_ps_mode']:
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return globals()['HeterAsyncPsProgramBuilder'](pass_ctx)
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elif attrs.get('is_fl_ps_mode'):
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return globals()['FlPsProgramBuilder'](pass_ctx)
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elif attrs['ps_mode'] == DistributedMode.SYNC:
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return globals()['CpuSyncPsProgramBuilder'](pass_ctx)
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else:
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return globals()['CpuAsyncPsProgramBuilder'](pass_ctx)
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