wehub-resource-sync
98 lines
3.4 KiB
Python
98 lines
3.4 KiB
Python
# Copyright (c) 2021 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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import unittest
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import paddle
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import paddle.static
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paddle.enable_static()
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class TestIpuStrategy(unittest.TestCase):
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def test_set_options(self):
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ipu_strategy = paddle.static.IpuStrategy()
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all_option_names = ipu_strategy._ipu_strategy.get_all_option_names()
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skip_options = []
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skip_options.append(
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'mean_accumulation_and_replication_reduction_strategy'
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)
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skip_options.append('random_seed')
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for option_name in all_option_names:
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if option_name in skip_options:
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continue
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option = ipu_strategy._ipu_strategy.get_option(option_name)
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option_type = option['type']
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option_value = option['value']
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if option_type in ['double']:
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set_value = option_value + 0.5
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elif option_type == 'uint64':
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set_value = option_value + 1
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elif option_type == 'bool':
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set_value = not option_value
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else:
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continue
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try:
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ipu_strategy.set_options({option_name: set_value})
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new_value = ipu_strategy.get_option(option_name)
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assert new_value == set_value, (
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f"set {option_name} to {set_value} failed"
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)
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except:
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raise Exception(f"set {option_name} to {set_value} failed")
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def test_set_string_options(self):
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ipu_strategy = paddle.static.IpuStrategy()
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options = {
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'cache_path': 'paddle_cache',
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'log_dir': 'paddle_log',
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'partials_type_matmuls': 'float',
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}
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ipu_strategy.set_options(options)
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for k, v in options.items():
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assert v == ipu_strategy.get_option(k), f"set {k} to {v} failed "
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def test_set_other_options(self):
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ipu_strategy = paddle.static.IpuStrategy()
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options = {}
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options['dot_checks'] = ['Fwd0', 'Fwd1', 'Bwd0', 'PreAlias', "Final"]
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options['engine_options'] = {
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'debug.allowOutOfMemory': 'true',
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'autoReport.directory': 'path',
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'autoReport.all': 'true',
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}
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options['random_seed'] = 1234
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for k, v in options.items():
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ipu_strategy.set_options({k: v})
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if isinstance(v, list):
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assert v.sort() == ipu_strategy.get_option(k).sort(), (
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f"set {k} to {v} failed "
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)
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else:
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assert v == ipu_strategy.get_option(k), (
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f"set {k} to {v} failed "
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)
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# The custom logger need 2 int as inputs
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logger = lambda progress, total: print(
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f"compile progress: {progress}/{total}"
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)
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ipu_strategy.set_options({'compilation_progress_logger': logger})
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if __name__ == "__main__":
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unittest.main()
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