wehub-resource-sync
115 lines
3.7 KiB
Python
115 lines
3.7 KiB
Python
# Copyright (c) 2023 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 tempfile
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import unittest
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import collective.test_communication_api_base as test_base
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class TestSemiAutoParallelInSingleStrategy(test_base.CommunicationTestDistBase):
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def setUp(self):
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super().setUp(
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num_of_devices=2,
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timeout=120,
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)
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self._default_envs = {
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"dtype": "float32",
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"seed": "2023",
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}
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self._changeable_envs = {"backend": ["cpu", "gpu"]}
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def test_simple_net_single_strategy(self):
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envs_list = test_base.gen_product_envs_list(
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self._default_envs, self._changeable_envs
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)
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for envs in envs_list:
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self.run_test_case(
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"semi_auto_parallel_simple_net.py",
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user_defined_envs=envs,
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)
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def test_simple_net_single_strategy_with_amp(self):
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changeable_envs = {
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"backend": ["gpu"],
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"use_master_grad": ["1", "0"],
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"dtype": ["bfloat16", "float16"],
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"seed": ["2023"],
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"use_adam": ["0"],
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}
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envs_list = test_base.gen_product_envs_list({}, changeable_envs)
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for envs in envs_list:
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self.run_test_case(
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"semi_auto_parallel_simple_net_amp.py",
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user_defined_envs=envs,
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)
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def test_simple_net_single_strategy_with_gradient_merge(self):
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self._changeable_envs = {"backend": ["gpu"]}
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envs_list = test_base.gen_product_envs_list(
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self._default_envs, self._changeable_envs
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)
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for envs in envs_list:
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self.run_test_case(
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"semi_auto_parallel_simple_net_gradient_merge.py",
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user_defined_envs=envs,
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)
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def test_simple_net_recompute(self):
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envs_list = test_base.gen_product_envs_list(
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self._default_envs, self._changeable_envs
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)
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for envs in envs_list:
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self.run_test_case(
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"semi_auto_parallel_simple_net_recompute.py",
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user_defined_envs=envs,
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)
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def test_shard_optimizer(self):
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envs_list = test_base.gen_product_envs_list(
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self._default_envs, self._changeable_envs
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)
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for envs in envs_list:
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self.run_test_case(
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"semi_auto_parallel_shard_optimizer.py",
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user_defined_envs=envs,
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)
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def test_shard_optimizer_api(self):
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envs_list = test_base.gen_product_envs_list(
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self._default_envs, self._changeable_envs
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)
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for envs in envs_list:
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ckpt_path = tempfile.TemporaryDirectory()
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envs["ckpt_path"] = ckpt_path.name
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self.run_test_case(
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"semi_auto_parallel_shard_optimizer_api.py",
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user_defined_envs=envs,
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)
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ckpt_path.cleanup()
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def test_set_value(self):
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envs_list = test_base.gen_product_envs_list(
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self._default_envs, self._changeable_envs
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)
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for envs in envs_list:
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self.run_test_case(
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"semi_auto_parallel_set_value.py",
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user_defined_envs=envs,
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)
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if __name__ == "__main__":
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unittest.main()
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